From 12c7dc75f4ae8287c5a1fb4275d550aadaef5caa Mon Sep 17 00:00:00 2001 From: Claude Date: Wed, 8 Jul 2026 09:23:59 +0000 Subject: [PATCH 01/13] Add Cook_AIChE2022 PEtab problem Adds the bone-remodeling model of Cook et al. (2022), "Mathematical Modeling of the Effects of Wnt-10b on Bone Metabolism", AIChE Journal 68(12):e17809 (doi:10.1002/aic.17809), as a new benchmark problem. Source model and code: https://github.com/ashleefv/Wnt10bBoneCompartment Model - Based on the published SimBiology/SBML export (single remodeling cycle). - SimBiology parameter/compartment IDs renamed to readable names; model id/name set to the problem ID; reference DOI added as an is-described-by annotation. - The multiple remodeling cycles of the original MATLAB implementation (state reset every 100 days: osteocytes reduced by 20, cell populations below 1 set to 0) are encoded as 11 time-triggered SBML events at t = 100, 200, ..., 1100. Bone volume z is continuous across the resets, so the bone-volume observable is unambiguous at the measurement times. PEtab problem - 3 conditions for the Wnt-10b fold changes -1, 5 and 50. - 4 measurements: the Bennett 2005 / 2007 BV/TV data used for the fit in the paper, taken after 4, 6, 6 and 12 remodeling cycles. - Observable: relative bone volume change (z - 100), unweighted least squares reproduced with fixed unit noise (normal). - 4 estimated parameters (beta1adj, alpha3adj, beta2adj, K); nominal values are the published final fit. - Dose-response visualization (BV/TV change vs Wnt-10b fold change). - Validated with petablint; imports and simulates with AMICI using default solver settings. Documentation and figures - README.md documents the model, data, event-based cycle encoding, nominal-parameter source and differences from the publication. - make_figures.py reproduces three paper/thesis figures via petab.v1.visualize (dose-response, bone volume over cycles, cell dynamics); the rendered figures are included. Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_01RJLtEaShERvSBHRvwCEGSA --- .../Cook_AIChE2022/Cook_AIChE2022.yaml | 13 + Benchmark-Models/Cook_AIChE2022/README.md | 121 ++ .../experimentalCondition_Cook_AIChE2022.tsv | 4 + .../fig1_validation_doseresponse.png | Bin 0 -> 79865 bytes .../fig2_bone_volume_vs_time.png | Bin 0 -> 80330 bytes .../fig3_cell_populations_Wnt50.png | Bin 0 -> 174738 bytes .../Cook_AIChE2022/make_figures.py | 132 ++ .../measurementData_Cook_AIChE2022.tsv | 5 + .../Cook_AIChE2022/model_Cook_AIChE2022.xml | 1203 +++++++++++++++++ .../observables_Cook_AIChE2022.tsv | 2 + .../parameters_Cook_AIChE2022.tsv | 5 + .../simulatedData_Cook_AIChE2022.tsv | 5 + ...ualizationSpecification_Cook_AIChE2022.tsv | 5 + README.md | 1 + 14 files changed, 1496 insertions(+) create mode 100644 Benchmark-Models/Cook_AIChE2022/Cook_AIChE2022.yaml create mode 100644 Benchmark-Models/Cook_AIChE2022/README.md create mode 100644 Benchmark-Models/Cook_AIChE2022/experimentalCondition_Cook_AIChE2022.tsv create mode 100644 Benchmark-Models/Cook_AIChE2022/fig1_validation_doseresponse.png create mode 100644 Benchmark-Models/Cook_AIChE2022/fig2_bone_volume_vs_time.png create mode 100644 Benchmark-Models/Cook_AIChE2022/fig3_cell_populations_Wnt50.png create mode 100644 Benchmark-Models/Cook_AIChE2022/make_figures.py create mode 100644 Benchmark-Models/Cook_AIChE2022/measurementData_Cook_AIChE2022.tsv create mode 100644 Benchmark-Models/Cook_AIChE2022/model_Cook_AIChE2022.xml create mode 100644 Benchmark-Models/Cook_AIChE2022/observables_Cook_AIChE2022.tsv create mode 100644 Benchmark-Models/Cook_AIChE2022/parameters_Cook_AIChE2022.tsv create mode 100644 Benchmark-Models/Cook_AIChE2022/simulatedData_Cook_AIChE2022.tsv create mode 100644 Benchmark-Models/Cook_AIChE2022/visualizationSpecification_Cook_AIChE2022.tsv diff --git a/Benchmark-Models/Cook_AIChE2022/Cook_AIChE2022.yaml b/Benchmark-Models/Cook_AIChE2022/Cook_AIChE2022.yaml new file mode 100644 index 0000000..b949ff1 --- /dev/null +++ b/Benchmark-Models/Cook_AIChE2022/Cook_AIChE2022.yaml @@ -0,0 +1,13 @@ +format_version: 1 +parameter_file: parameters_Cook_AIChE2022.tsv +problems: +- condition_files: + - experimentalCondition_Cook_AIChE2022.tsv + measurement_files: + - measurementData_Cook_AIChE2022.tsv + observable_files: + - observables_Cook_AIChE2022.tsv + sbml_files: + - model_Cook_AIChE2022.xml + visualization_files: + - visualizationSpecification_Cook_AIChE2022.tsv diff --git a/Benchmark-Models/Cook_AIChE2022/README.md b/Benchmark-Models/Cook_AIChE2022/README.md new file mode 100644 index 0000000..903ca23 --- /dev/null +++ b/Benchmark-Models/Cook_AIChE2022/README.md @@ -0,0 +1,121 @@ +# Cook_AIChE2022 + +PEtab implementation of the bone-remodeling model of + +> C. V. Cook, M. A. Islam, B. J. Smith, A. N. Ford Versypt. +> *Mathematical Modeling of the Effects of Wnt-10b on Bone Metabolism.* +> AIChE Journal, 2022, 68(12), e17809. doi:[10.1002/aic.17809](https://doi.org/10.1002/aic.17809) + +Original model, data and MATLAB code: https://github.com/ashleefv/Wnt10bBoneCompartment +Additional background: C. V. Cook, *Mathematical Modeling to Connect Bone +Responses to Systemic Mechanisms* (PhD thesis). + +## Model + +A compartmental ODE model of a bone multicellular unit over repeated +remodeling cycles. Five species are tracked: osteocytes (`S`), +pre-osteoblasts (`P`), osteoblasts (`B`), osteoclasts (`C`) and relative +bone volume (`z`, in % of the normal value, starting at 100). Wnt-10b enters +the system through a Hill-type factor `piwnta = Wnt / (Wnt + K)` that modulates +pre-osteoblast proliferation, pre-osteoblast-to-osteoblast differentiation and +osteoblast apoptosis. + +## Data + +Four bone-volume-fraction (BV/TV) measurements compiled in the paper from +Wnt-10b transgenic / knockout mouse experiments (Bennett et al. 2005, 2007), +expressed as percentage change relative to normal Wnt-10b: + +| condition | Wnt-10b fold change | remodeling cycles | time [d] | BV/TV change [%] | source | +|-----------|--------------------:|------------------:|---------:|-----------------:|--------| +| `Wnt_m1` | -1 | 4 | 400 | -29.7 | Bennett 2005 | +| `Wnt_m1` | -1 | 6 | 600 | -41.9 | Bennett 2007 | +| `Wnt_5` | 5 | 6 | 600 | 69.2 | Bennett 2007 | +| `Wnt_50` | 50 | 12 | 1200 | 339.0 | Bennett 2005 | + +## PEtab problem + +* **Conditions** (`experimentalCondition`): three Wnt-10b fold changes (-1, 5, 50). +* **Observable** (`observables`): `obs_BV = Bone_volume__z - 100`, the relative + BV/TV change. The paper fits with unweighted least squares; this is + reproduced with a fixed unit noise (`normal`), so the objective equals the + residual sum of squares up to a constant. +* **Estimated parameters** (`parameters`): the four Wnt-10b-related parameters + `beta1adj`, `alpha3adj`, `beta2adj`, `K`. +* **Visualization**: BV/TV change vs Wnt-10b fold change (dose-response). + +### Multiple remodeling cycles as SBML events + +The number of remodeling cycles is the key feature of the original model, and +the SBML export shipped with the paper explicitly *does not* support it. In the +MATLAB code each 100-day cycle is integrated separately and the state is reset +at the cycle boundary: cell populations that have decayed below 1 are set to 0 +and the osteocyte count is reduced by 20 to initiate the next cycle. + +Here this is encoded as **11 time-triggered SBML events** at +`t = 100, 200, ..., 1100` (supporting up to 12 cycles), each performing that +reset. Crucially, bone volume `z` is **not** reset, so it is continuous across +cycle boundaries and the `z`-based observable is unambiguous at the measurement +times even when they coincide with a cycle boundary. A single trajectory per +Wnt-10b dose therefore reproduces all cycle counts: the measurement is simply +read at `t = cycles x 100`. + +## Nominal parameters + +Taken from the publication's final fit (the parameter set used to generate the +paper figures in `GraphsforPaper.m`, "after the 4th data point was added"): + +| parameter | nominal | note | +|-----------|--------:|------| +| `beta1adj` | 0.177617716487146 | `= k1` | +| `alpha3adj` | 0.260931032760533 | `= k1 + k2` | +| `beta2adj` | 0.000709650034656732 | `= k3` | +| `K` | 6.26349707992014 | `= k4` | + +## Differences from the original publication + +* **Reparameterization.** The MATLAB code estimates `k1..k4` with + `alpha3adj = k1 + k2`. Here `beta1adj, alpha3adj, beta2adj, K` are estimated + directly (they are already SBML parameters); this is an equivalent + parameterization of the same 4-parameter space. +* **Multiple cycles via events** (see above) rather than sequential + re-initialized integrations. +* The `parameters` values in the shipped SBML export are corrected: its + `beta1adj = 0.0833` is in fact the value of `k2`; the nominal values here use + the published `k1..k4`. +* The reaction kinetics match the shipped SBML export, which omits the + `max(1 - S/K_S, 0)` clamp present in the MATLAB code; the two agree because + `S < K_S` throughout the simulated trajectories. + +## Fitting notes + +The nominal fit was obtained in the original study with MATLAB `lsqcurvefit` +(Levenberg-Marquardt) from Latin-hypercube / normally-distributed multistarts. +It is a least-squares compromise across the four data points rather than an +exact interpolation (residual sum of squares ~278 in BV/TV-% units). The +`Wnt_50 / 12-cycle` point is reproduced almost exactly. + +## Reproducing the figures + +`make_figures.py` simulates the model (libroadrunner) and plots with +`petab.v1.visualize`: + +```bash +python make_figures.py # requires petab, libroadrunner, matplotlib, numpy, pandas +``` + +### Figure 1 — dose-response validation +Model fit (filled circles) vs Bennett 2005/2007 data (crosses). + +![dose-response validation](fig1_validation_doseresponse.png) + +### Figure 2 — relative bone volume over remodeling cycles +The sawtooth trajectory (resorption dip then formation rebound each cycle) for +Wnt-10b fold changes -1, 5 and 50, with the literature endpoints overlaid. + +![bone volume vs time](fig2_bone_volume_vs_time.png) + +### Figure 3 — cell-population dynamics (Wnt-10b fold change 50) +Osteocyte, pre-osteoblast, osteoblast and osteoclast counts across the 12 cycles. + +![cell populations](fig3_cell_populations_Wnt50.png) diff --git 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(2022) using PEtab visualization. + +The script simulates the PEtab model in this directory (via libroadrunner) +and plots the results with ``petab.v1.visualize``. It produces three figures: + +1. ``fig1_validation_doseresponse.png`` -- BV/TV change vs Wnt-10b fold change, + model fit vs the Bennett 2005/2007 data (the committed PEtab visualization). +2. ``fig2_bone_volume_vs_time.png`` -- relative bone volume over the multiple + remodeling cycles for Wnt-10b fold changes -1, 5 and 50. +3. ``fig3_cell_populations_Wnt50.png`` -- osteocyte / pre-osteoblast / + osteoblast / osteoclast dynamics for a Wnt-10b fold change of 50. + +Requirements: petab, libroadrunner, matplotlib, numpy, pandas. +Run from anywhere: ``python make_figures.py`` (figures are written next to it). +""" +from pathlib import Path + +import matplotlib +matplotlib.use("Agg") +import matplotlib.pyplot as plt +import numpy as np +import pandas as pd +import roadrunner +import petab.v1 as petab +from petab.v1.visualize import plot_problem, plot_with_vis_spec + +HERE = Path(__file__).resolve().parent +PID = "Cook_AIChE2022" +SBML = str(HERE / f"model_{PID}.xml") + +problem = petab.Problem.from_yaml(str(HERE / f"{PID}.yaml")) +nominal = dict(zip(problem.parameter_df.index, problem.parameter_df["nominalValue"])) +conditions = problem.condition_df + +# state id -> short observable name used for the figures +STATES = { + "Osteocytes__S": "osteocytes", + "Pre_Osteoblasts__P": "pre_osteoblasts", + "Osteoblasts__B": "osteoblasts", + "Osteoclasts__C": "osteoclasts", + "Bone_volume__z": "bone_volume", +} +DOSES = [ + ("Wnt_m1", -1, "Wnt-10b fold change -1"), + ("Wnt_5", 5, "Wnt-10b fold change 5"), + ("Wnt_50", 50, "Wnt-10b fold change 50"), +] + + +def simulate(wnt, t_end, n_points=2400): + """Densely simulate the SBML model for a given Wnt-10b fold change.""" + rr = roadrunner.RoadRunner(SBML) + for pid, val in nominal.items(): + rr.setValue(pid, float(val)) + rr.setValue("Wnt", float(wnt)) + rr.selections = ["time"] + list(STATES) + return np.array(rr.simulate(0, t_end, n_points)) + + +def clean_lines(axes_dict): + """Suppress the per-point markers PEtab draws on dense simulation lines.""" + for ax in axes_dict.values(): + for line in ax.get_lines(): + if len(line.get_xdata()) > 50: + line.set_marker("None") + line.set_linewidth(1.6) + + +def save(name): + plt.tight_layout() + plt.savefig(HERE / name, dpi=120, bbox_inches="tight") + plt.close("all") + print("wrote", name) + + +# --- Figure 1: dose-response validation (committed PEtab visualization) ----- +plot_problem(problem, simulations_df=petab.get_simulation_df(str(HERE / f"simulatedData_{PID}.tsv"))) +plt.gcf().set_size_inches(7, 6) +plt.title("Cook et al. 2022 - BV/TV change vs Wnt-10b (fit vs Bennett data)") +save("fig1_validation_doseresponse.png") + +# --- Figure 2: relative bone volume over remodeling cycles ------------------ +z_idx = 1 + list(STATES).index("Bone_volume__z") +data_points = { # relative bone volume = 100 + BV/TV % change + "Wnt_m1": [(400, 100 - 29.7), (600, 100 - 41.9)], + "Wnt_5": [(600, 100 + 69.2)], + "Wnt_50": [(1200, 100 + 339)], +} +sim_rows, meas_rows, vis_rows = [], [], [] +for cond_id, wnt, name in DOSES: + t_end = 1200 if cond_id == "Wnt_50" else 600 + arr = simulate(wnt, t_end) + ds = f"ds_{cond_id}" + for ti, zi in zip(arr[:, 0], arr[:, z_idx]): + sim_rows.append(dict(observableId="bone_volume", simulationConditionId=cond_id, + time=ti, simulation=zi, noiseParameters=0, datasetId=ds)) + for ti, zi in data_points[cond_id]: + meas_rows.append(dict(observableId="bone_volume", simulationConditionId=cond_id, + time=ti, measurement=zi, noiseParameters=0, datasetId=ds)) + vis_rows.append(dict(plotId="bone_volume", plotName="Relative bone volume over remodeling cycles", + plotTypeSimulation="LinePlot", plotTypeData="provided", datasetId=ds, + xValues="time", xLabel="time (days)", yValues="bone_volume", + yLabel="relative bone volume (%)", legendEntry=name)) +clean_lines(plot_with_vis_spec(pd.DataFrame(vis_rows), conditions, + measurements_df=pd.DataFrame(meas_rows), + simulations_df=pd.DataFrame(sim_rows))) +plt.gcf().set_size_inches(8, 6) +save("fig2_bone_volume_vs_time.png") + +# --- Figure 3: cell-population dynamics for Wnt-10b fold change 50 ---------- +arr = simulate(50, 1200) +labels = { + "Osteocytes__S": "osteocytes (S)", + "Pre_Osteoblasts__P": "pre-osteoblasts (P)", + "Osteoblasts__B": "osteoblasts (B)", + "Osteoclasts__C": "osteoclasts (C)", +} +sim_rows, vis_rows = [], [] +for state in labels: + col = 1 + list(STATES).index(state) + ds = f"ds_{state}" + for ti, yi in zip(arr[:, 0], arr[:, col]): + sim_rows.append(dict(observableId=STATES[state], simulationConditionId="Wnt_50", + time=ti, simulation=yi, noiseParameters=0, datasetId=ds)) + vis_rows.append(dict(plotId=STATES[state], plotName=labels[state], + plotTypeSimulation="LinePlot", plotTypeData="provided", datasetId=ds, + xValues="time", xLabel="time (days)", yValues=STATES[state], + yLabel=labels[state] + " (cells)", legendEntry="Wnt-10b fold change 50")) +clean_lines(plot_with_vis_spec(pd.DataFrame(vis_rows), conditions, simulations_df=pd.DataFrame(sim_rows))) +plt.gcf().set_size_inches(10, 7) +save("fig3_cell_populations_Wnt50.png") diff --git a/Benchmark-Models/Cook_AIChE2022/measurementData_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/measurementData_Cook_AIChE2022.tsv new file mode 100644 index 0000000..26b2884 --- /dev/null +++ b/Benchmark-Models/Cook_AIChE2022/measurementData_Cook_AIChE2022.tsv @@ -0,0 +1,5 @@ +observableId simulationConditionId measurement time noiseParameters datasetId +obs_BV Wnt_m1 -29.7 400 1 Bennett2005_4cycles +obs_BV Wnt_m1 -41.9 600 1 Bennett2007_6cycles_Wnt_m1 +obs_BV Wnt_5 69.2 600 1 Bennett2007_6cycles_Wnt_5 +obs_BV Wnt_50 339.0 1200 1 Bennett2005_12cycles diff --git a/Benchmark-Models/Cook_AIChE2022/model_Cook_AIChE2022.xml b/Benchmark-Models/Cook_AIChE2022/model_Cook_AIChE2022.xml new file mode 100644 index 0000000..14b2519 --- /dev/null +++ b/Benchmark-Models/Cook_AIChE2022/model_Cook_AIChE2022.xml @@ -0,0 +1,1203 @@ + + + + + + + + + + + + + + + + + + + + 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Pre_Osteoblasts__P + 1 + + + + Pre_Osteoblasts__P + + + + + + + + + 0 + + + Osteoblasts__B + 1 + + + + Osteoblasts__B + + + + + + + + + 0 + + + Osteoclasts__C + 1 + + + + Osteoclasts__C + + + + + + + + + + + + time + 1100 + + + + + + + + + Osteocytes__S + 20 + + + + + + + + 0 + + + Pre_Osteoblasts__P + 1 + + + + Pre_Osteoblasts__P + + + + + + + + + 0 + + + Osteoblasts__B + 1 + + + + Osteoblasts__B + + + + + + + + + 0 + + + Osteoclasts__C + 1 + + + + Osteoclasts__C + + + + + + + + + diff --git a/Benchmark-Models/Cook_AIChE2022/observables_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/observables_Cook_AIChE2022.tsv new file mode 100644 index 0000000..2158644 --- /dev/null +++ b/Benchmark-Models/Cook_AIChE2022/observables_Cook_AIChE2022.tsv @@ -0,0 +1,2 @@ +observableId observableName observableFormula noiseFormula observableTransformation noiseDistribution +obs_BV relative bone volume change Bone_volume__z - 100 noiseParameter1_obs_BV lin normal diff --git a/Benchmark-Models/Cook_AIChE2022/parameters_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/parameters_Cook_AIChE2022.tsv new file mode 100644 index 0000000..1b3eab6 --- /dev/null +++ b/Benchmark-Models/Cook_AIChE2022/parameters_Cook_AIChE2022.tsv @@ -0,0 +1,5 @@ +parameterId parameterName parameterScale lowerBound upperBound nominalValue estimate +beta1adj $\beta_1^{\mathrm{adj}}$ log10 0.0001 1.0 0.177617716487146 1 +alpha3adj $\alpha_3^{\mathrm{adj}}$ log10 0.0001 1.1 0.260931032760533 1 +beta2adj $\beta_2^{\mathrm{adj}}$ log10 1e-07 1.0 0.000709650034656732 1 +K $K$ lin 1.0 10.0 6.26349707992014 1 diff --git a/Benchmark-Models/Cook_AIChE2022/simulatedData_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/simulatedData_Cook_AIChE2022.tsv new file mode 100644 index 0000000..793cc8a --- /dev/null +++ b/Benchmark-Models/Cook_AIChE2022/simulatedData_Cook_AIChE2022.tsv @@ -0,0 +1,5 @@ +observableId simulationConditionId simulation time noiseParameters datasetId +obs_BV Wnt_m1 -22.010297746290036 400 1 Bennett2005_4cycles +obs_BV Wnt_m1 -33.01544769375809 600 1 Bennett2007_6cycles_Wnt_m1 +obs_BV Wnt_5 80.99411880030644 600 1 Bennett2007_6cycles_Wnt_5 +obs_BV Wnt_50 337.50370478451725 1200 1 Bennett2005_12cycles diff --git a/Benchmark-Models/Cook_AIChE2022/visualizationSpecification_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/visualizationSpecification_Cook_AIChE2022.tsv new file mode 100644 index 0000000..e68aeda --- /dev/null +++ b/Benchmark-Models/Cook_AIChE2022/visualizationSpecification_Cook_AIChE2022.tsv @@ -0,0 +1,5 @@ +plotId plotName plotTypeSimulation plotTypeData datasetId xValues xLabel yValues yLabel legendEntry +plot1 Bone volume change vs Wnt-10b fold change LinePlot provided Bennett2005_4cycles Wnt Wnt-10b (fold change) obs_BV BV/TV (% change from normal) Bennett 2005 (4 remodeling cycles) +plot1 Bone volume change vs Wnt-10b fold change LinePlot provided Bennett2007_6cycles_Wnt_m1 Wnt Wnt-10b (fold change) obs_BV BV/TV (% change from normal) Bennett 2007 (6 remodeling cycles) +plot1 Bone volume change vs Wnt-10b fold change LinePlot provided Bennett2007_6cycles_Wnt_5 Wnt Wnt-10b (fold change) obs_BV BV/TV (% change from normal) Bennett 2007 (6 remodeling cycles) +plot1 Bone volume change vs Wnt-10b fold change LinePlot provided Bennett2005_12cycles Wnt Wnt-10b (fold change) obs_BV BV/TV (% change from normal) Bennett 2005 (12 remodeling cycles) diff --git a/README.md b/README.md index 307a57a..8e1cc06 100644 --- a/README.md +++ b/README.md @@ -25,6 +25,7 @@ A sortable version of the table is available | [Brannmark_JBC2010](Benchmark-Models/Brannmark_JBC2010/) | 8 | 22 | 0 | ✓ | 1 | 0 | 43 | 3 | normal | | 9 | [\[1\]](http://identifiers.org/doi/10.1074/jbc.M110.106849) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Brannmark_JBC2010/model_Brannmark_JBC2010.xml) | | [Bruno_JExpBot2016](Benchmark-Models/Bruno_JExpBot2016/) | 6 | 13 | 0 | | 0 | 0 | 77 | 5 | normal | | 7 | [\[1\]](http://identifiers.org/doi/10.1093/jxb/erw356) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Bruno_JExpBot2016/model_Bruno_JExpBot2016.xml) | | [Chen_MSB2009](Benchmark-Models/Chen_MSB2009/) | 4 | 155 | 0 | ✓ | 0 | 0 | 120 | 3 | normal | | 500 | [\[1\]](http://identifiers.org/doi/10.1038/msb.2008.74) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Chen_MSB2009/model_Chen_MSB2009.xml) | +| [Cook_AIChE2022](Benchmark-Models/Cook_AIChE2022/) | 3 | 4 | 11 | ✓ | 0 | 0 | 4 | 1 | normal | | 5 | [\[1\]](http://identifiers.org/doi/10.1002/aic.17809) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Cook_AIChE2022/model_Cook_AIChE2022.xml) | | [Crauste_CellSystems2017](Benchmark-Models/Crauste_CellSystems2017/) | 1 | 12 | 0 | | 0 | 0 | 21 | 4 | normal | | 5 | [\[1\]](http://identifiers.org/doi/10.1016/j.cels.2017.01.014) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Crauste_CellSystems2017/model_Crauste_CellSystems2017.xml) | | [Elowitz_Nature2000](Benchmark-Models/Elowitz_Nature2000/) | 1 | 21 | 0 | | 0 | 0 | 58 | 1 | log10-normal | | 8 | [\[1\]](http://identifiers.org/doi/10.1038/35002125) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Elowitz_Nature2000/model_Elowitz_Nature2000.xml) | | [Fiedler_BMCSystBiol2016](Benchmark-Models/Fiedler_BMCSystBiol2016/) | 3 | 22 | 0 | | 0 | 0 | 72 | 2 | normal | | 6 | [\[1\]](http://identifiers.org/doi/10.1186/s12918-016-0319-7) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Fiedler_BMCSystBiol2016/model_Fiedler_BMCSystBiol2016.xml) | From a6c166f8423bc83d81ca497adddd357b7e1a4465 Mon Sep 17 00:00:00 2001 From: Claude Date: Wed, 8 Jul 2026 15:04:13 +0000 Subject: [PATCH 02/13] Cook_AIChE2022: add Roser-Page validation data and paper figures 5 and 6 - Add the Roser-Page (2014) CTLA-4Ig validation data (Wnt-10b fold change 1.8) as a new condition Wnt_1_8 with two BV/TV endpoints (26.6 % at 600 d / 6 cycles, 36.6 % at 1200 d / 12 cycles). These were held out from the fit in the original study; they carry their reported SDs (19.2, 40.6) as noise so they contribute negligibly to the objective. - Update the measurement, condition, simulated-data and visualization tables accordingly; the dose-response visualization now also overlays the validation points. - Extend make_figures.py to reproduce, using the publication's figure numbering, Figure 5 (validation vs Roser-Page: bone volume over 12 cycles at fold change 1.8 with the 1.2-2.4 envelope) and Figure 6 (cell-population response to Wnt-10b: max pre-osteoblast/osteoblast/osteoclast counts vs fold change). - Document the validation data and the two new figures in README.md. Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_014d2j46C3U5ft3yP6xrk1XZ --- Benchmark-Models/Cook_AIChE2022/README.md | 49 ++++++++++++- .../experimentalCondition_Cook_AIChE2022.tsv | 1 + .../fig1_validation_doseresponse.png | Bin 79865 -> 110203 bytes .../fig5_validation_roserpage.png | Bin 0 -> 84816 bytes .../fig6_cellpopulations_vs_wnt.png | Bin 0 -> 83043 bytes .../Cook_AIChE2022/make_figures.py | 65 +++++++++++++++++- .../measurementData_Cook_AIChE2022.tsv | 2 + .../simulatedData_Cook_AIChE2022.tsv | 2 + ...ualizationSpecification_Cook_AIChE2022.tsv | 2 + 9 files changed, 118 insertions(+), 3 deletions(-) create mode 100644 Benchmark-Models/Cook_AIChE2022/fig5_validation_roserpage.png create mode 100644 Benchmark-Models/Cook_AIChE2022/fig6_cellpopulations_vs_wnt.png diff --git a/Benchmark-Models/Cook_AIChE2022/README.md b/Benchmark-Models/Cook_AIChE2022/README.md index 903ca23..5de27ec 100644 --- a/Benchmark-Models/Cook_AIChE2022/README.md +++ b/Benchmark-Models/Cook_AIChE2022/README.md @@ -33,9 +33,38 @@ expressed as percentage change relative to normal Wnt-10b: | `Wnt_5` | 5 | 6 | 600 | 69.2 | Bennett 2007 | | `Wnt_50` | 50 | 12 | 1200 | 339.0 | Bennett 2005 | +### Validation data (Roser-Page 2014) + +The paper additionally *validates* the fitted model against an independent +dataset that was **not** used for parameter estimation: the CTLA-4Ig +(abatacept) mouse experiments of Roser-Page et al. 2014, which correspond to a +Wnt-10b fold change of ~1.8 (with a 1.2–2.4 range). The two BV/TV endpoints are +reproduced here from the paper's validation figure (`ValidationResults` in the +original `GraphsforPaper.m`): + +| condition | Wnt-10b fold change | remodeling cycles | time [d] | BV/TV change [%] | SD | source | +|-----------|--------------------:|------------------:|---------:|-----------------:|----:|--------| +| `Wnt_1_8` | 1.8 | 6 | 600 | 26.6 | 19.2 | Roser-Page 2014 | +| `Wnt_1_8` | 1.8 | 12 | 1200 | 36.6 | 40.6 | Roser-Page 2014 | + +> Reference: S. Roser-Page et al., *CTLA-4Ig-induced T cell anergy promotes +> Wnt-10b production and bone formation in a mouse model*, Arthritis & +> Rheumatology, 2014, 66(4), 990–999. doi:[10.1002/art.38319](https://doi.org/10.1002/art.38319) + +These two points are included in the PEtab measurement table (condition +`Wnt_1_8`, dataset ids `RoserPage2014_*`) so the validation figure can be +reproduced. Unlike the Bennett fitting data (fixed unit noise), the validation +points carry their **reported standard deviations** (19.2, 40.6) as +`noiseParameters`. Because these SDs are large relative to the unit-noise +Bennett residuals, the validation points contribute negligibly to the objective +and the fit (see below) is still effectively determined by the Bennett data +alone, matching the original study where Roser-Page was held out for +validation. + ## PEtab problem -* **Conditions** (`experimentalCondition`): three Wnt-10b fold changes (-1, 5, 50). +* **Conditions** (`experimentalCondition`): the three Wnt-10b fold changes used + for fitting (-1, 5, 50) plus the validation fold change (1.8, `Wnt_1_8`). * **Observable** (`observables`): `obs_BV = Bone_volume__z - 100`, the relative BV/TV change. The paper fits with unweighted least squares; this is reproduced with a fixed unit noise (`normal`), so the objective equals the @@ -119,3 +148,21 @@ Wnt-10b fold changes -1, 5 and 50, with the literature endpoints overlaid. Osteocyte, pre-osteoblast, osteoblast and osteoclast counts across the 12 cycles. ![cell populations](fig3_cell_populations_Wnt50.png) + +The following two figures use the **numbering of the original publication**. + +### Figure 5 — model validation against Roser-Page 2014 data +Relative bone volume over 12 remodeling cycles at a Wnt-10b fold change of 1.8, +with the 1.2–2.4 fold-change envelope shaded, compared with the two independent +Roser-Page BV/TV endpoints (held out from the fit). Both data points lie on the +simulated trajectory. + +![validation vs Roser-Page](fig5_validation_roserpage.png) + +### Figure 6 — cell-population response to Wnt-10b +Maximum pre-osteoblast, osteoblast and osteoclast counts within a remodeling +cycle as a function of the Wnt-10b fold change: pre-osteoblasts and osteoblasts +increase while osteoclasts decrease with increasing Wnt-10b, the paper's central +mechanistic result. + +![cell populations vs Wnt-10b](fig6_cellpopulations_vs_wnt.png) diff --git a/Benchmark-Models/Cook_AIChE2022/experimentalCondition_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/experimentalCondition_Cook_AIChE2022.tsv index 0a8d15b..3ecbe45 100644 --- a/Benchmark-Models/Cook_AIChE2022/experimentalCondition_Cook_AIChE2022.tsv +++ b/Benchmark-Models/Cook_AIChE2022/experimentalCondition_Cook_AIChE2022.tsv @@ -2,3 +2,4 @@ conditionId conditionName Wnt Wnt_m1 Wnt-10b fold change -1 -1 Wnt_5 Wnt-10b fold change 5 5 Wnt_50 Wnt-10b fold change 50 50 +Wnt_1_8 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Regenerate figures, use a numpy>=2 compatible trapezoid, and update README. Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_014d2j46C3U5ft3yP6xrk1XZ --- Benchmark-Models/Cook_AIChE2022/README.md | 26 ++++-- .../fig4_validation_roserpage.png | Bin 0 -> 84793 bytes .../fig5_cell_dynamics_single_cycle.png | Bin 0 -> 107053 bytes .../fig5_validation_roserpage.png | Bin 84816 -> 0 bytes .../Cook_AIChE2022/fig6_auc_ratios.png | Bin 0 -> 64283 bytes .../fig6_cellpopulations_vs_wnt.png | Bin 83043 -> 0 bytes .../Cook_AIChE2022/make_figures.py | 86 ++++++++++++------ 7 files changed, 74 insertions(+), 38 deletions(-) create mode 100644 Benchmark-Models/Cook_AIChE2022/fig4_validation_roserpage.png create mode 100644 Benchmark-Models/Cook_AIChE2022/fig5_cell_dynamics_single_cycle.png delete mode 100644 Benchmark-Models/Cook_AIChE2022/fig5_validation_roserpage.png create mode 100644 Benchmark-Models/Cook_AIChE2022/fig6_auc_ratios.png delete mode 100644 Benchmark-Models/Cook_AIChE2022/fig6_cellpopulations_vs_wnt.png diff --git a/Benchmark-Models/Cook_AIChE2022/README.md b/Benchmark-Models/Cook_AIChE2022/README.md index 5de27ec..6f890f6 100644 --- a/Benchmark-Models/Cook_AIChE2022/README.md +++ b/Benchmark-Models/Cook_AIChE2022/README.md @@ -149,20 +149,28 @@ Osteocyte, pre-osteoblast, osteoblast and osteoclast counts across the 12 cycles ![cell populations](fig3_cell_populations_Wnt50.png) -The following two figures use the **numbering of the original publication**. +The following three figures use the **numbering of the original publication**. -### Figure 5 — model validation against Roser-Page 2014 data +### Figure 4 — model validation against Roser-Page 2014 data Relative bone volume over 12 remodeling cycles at a Wnt-10b fold change of 1.8, with the 1.2–2.4 fold-change envelope shaded, compared with the two independent Roser-Page BV/TV endpoints (held out from the fit). Both data points lie on the simulated trajectory. -![validation vs Roser-Page](fig5_validation_roserpage.png) +![validation vs Roser-Page](fig4_validation_roserpage.png) -### Figure 6 — cell-population response to Wnt-10b -Maximum pre-osteoblast, osteoblast and osteoclast counts within a remodeling -cycle as a function of the Wnt-10b fold change: pre-osteoblasts and osteoblasts -increase while osteoclasts decrease with increasing Wnt-10b, the paper's central -mechanistic result. +### Figure 5 — activated cell-population dynamics over a single remodeling cycle +Osteocyte, pre-osteoblast, osteoblast and osteoclast time courses for Wnt-10b +fold changes -1, 5 and 50: (A) osteocytes change little with Wnt-10b, (B) +pre-osteoblasts increase slightly, (C) osteoblasts increase, and (D) osteoclasts +decrease with increasing Wnt-10b. Populations settle well before the 100-day +cycle boundary. -![cell populations vs Wnt-10b](fig6_cellpopulations_vs_wnt.png) +![cell dynamics over a single cycle](fig5_cell_dynamics_single_cycle.png) + +### Figure 6 — cell-population AUC ratios vs Wnt-10b +Pre-osteoblast:osteoblast (A) and osteoclast:osteoblast (B) area-under-curve +ratios over a single remodeling cycle as a function of the Wnt-10b fold change; +both ratios decrease with increasing Wnt-10b. + +![AUC ratios](fig6_auc_ratios.png) diff --git a/Benchmark-Models/Cook_AIChE2022/fig4_validation_roserpage.png b/Benchmark-Models/Cook_AIChE2022/fig4_validation_roserpage.png new file mode 100644 index 0000000000000000000000000000000000000000..b9e8c5bac32c3d667802c5daa4e0a997d829185d GIT binary patch literal 84793 zcmb5Wc|4cz);<1~LM0-~RFX)^97#e##tfBNrpTBfi9#wvNK$5%Au1(f6v-@O8Ima} zQwfz>W%{nGbDrn*{PX+ccV6dw&N;lj@B6;4eeJ#WT5I1SI>(M~SjVxBLZNI>Q&rNV zP^h0%D66XIXz&xhSWRpEmyCz9p~rC-TaOEt?lu%HOAl8k7Y`?UtL>gP?&s`X&PoW2 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z#!Gg(2Xl|nz=?SoGi&O3;eAgyFjRwNyvi0yc$`^SA{{z>xGc7cC3mxC%}%eX_BiQc zSLVqnmV=rR)^p>0qPlhg4qJ)#ecEOZ#Tt;fL~b*qE&_DbXx~1F(`0TiQ)YQzYHCW8 z;u&fg5dzjv(5bD_g(Zpe69$B+Xt*EDEODo&iadR~DJ~&V=1Wd|Sc^?Ya^lF|z15`I z{n?2P7ro(Z0YPlSJN*709P2Uy6q`{{%Kl$dus^XtzI?5GcC#-U;g;sl zEegw$@#EA6i4j>O2#tgX*~(1PvB^8iAryl-BDHK61FIzCLK?k)#Pm)p z*o;~POb7+9BZn96u3&VPgaQ{XeN;OKIe5YbjW_6cqLb@K!?fqKg7g*AG}0O!PV)}e z+B-R44rWwNYFHI=?#mGv!@PMdBcnqR{rKKbCNf20rd0bLJ|#gHjyc(De^zx8(^b|tEPvek)8gp* zty@(Y861k~bJKC6Kp<}uJ-Il}E-qrASTOPRQP4MknyT>uZ64+`Nom5s@m()@OUV=V z4;KE72#M+) zMKH{%T+bi@?$AF?I_M-@!X}y4!5a}_IqQU!4Pfbg9Ipn#n|sL_8E0uJg|x?TGfrPn z(kzstg*4l=S+iQ~6^P^9LGNdy_zpPH)g9Mt7Fx=$D^yhh;GmjxIpRzsD;RL(zB8?7 zuiA9}@ifO~^09*+EoR+YY|07rvSv>_l>tzX9-D`&^6Sp5at4c$F#>@~23e#RXQCJs zhMwN7ga%V>3bowm=NA`|9fI`4BRQJd$-C9*;w``Lp}gz=OO+Y=2 renamed trapz +wnts = np.linspace(-1, 50, 100) +ratio_po_ob, ratio_oc_ob = [], [] for w in wnts: - cyc = simulate(w, 100, n_points=1101) # first remodeling cycle - max_po.append(cyc[:, p_idx].max()) - max_ob.append(cyc[:, b_idx].max()) - max_oc.append(cyc[:, c_idx].max()) -fig, axes = plt.subplots(1, 3, figsize=(13, 4)) -for ax, ys, lbl, ttl, col in zip( - axes, [max_po, max_ob, max_oc], - ["max pre-osteoblasts (cells)", "max osteoblasts (cells)", - "max osteoclasts (cells)"], ["A", "B", "C"], ["C0", "C2", "C3"]): - ax.plot(wnts, ys, color=col, lw=2) + cyc = simulate(w, 100, n_points=1101) + t = cyc[:, 0] + a_po = trapz(cyc[:, p_idx], t) + a_ob = trapz(cyc[:, b_idx], t) + a_oc = trapz(cyc[:, c_idx], t) + ratio_po_ob.append(a_po / a_ob) + ratio_oc_ob.append(a_oc / a_ob) +fig, axes = plt.subplots(1, 2, figsize=(11, 4.5)) +axes[0].plot(wnts, ratio_po_ob, color="C0", lw=2) +axes[0].set_ylabel("pre-osteoblast : osteoblast AUC") +axes[0].set_title("A") +axes[1].plot(wnts, ratio_oc_ob, color="C3", lw=2) +axes[1].set_ylabel("osteoclast : osteoblast AUC") +axes[1].set_title("B") +for ax in axes: ax.set_xlabel("Wnt-10b (fold change)") - ax.set_ylabel(lbl) - ax.set_title(ttl) -fig.suptitle("Cook et al. 2022 Fig. 6 - cell-population response to Wnt-10b") -save("fig6_cellpopulations_vs_wnt.png") +fig.suptitle("Cook et al. 2022 Fig. 6 - cell-population AUC ratios vs Wnt-10b") +save("fig6_auc_ratios.png") From 3ae71de29fac06607c8082c6ea9c4c30512f8797 Mon Sep 17 00:00:00 2001 From: Claude Date: Wed, 8 Jul 2026 15:43:59 +0000 Subject: [PATCH 04/13] Cook_AIChE2022: convert to PEtab v2, encode cycles as experiments Convert the problem to PEtab v2 (format_version 2.0.0) and move the remodeling-cycle resets out of the SBML model into the PEtab experiment/condition tables: - Model: remove the 11 time-triggered SBML events; the model is now a plain event-free ODE system. - Conditions (conditions_Cook_AIChE2022.tsv): Wnt-10b dose conditions plus a cycle_reset condition (Osteocytes__S -> S - 20; P/B/C set to 0 if < 1, via piecewise), expressed with self-referential target values. - Experiments (experiments_Cook_AIChE2022.tsv): one timecourse per dose that applies cycle_reset at each 100-day boundary up to the required cycles. - Measurements now reference experimentId; observable table drops observableTransformation; parameter table drops parameterScale (v2). - Drop the v1 condition and visualization tables (v2 config has no visualization files). The period-wise experiment formulation is numerically identical to the former SBML-event encoding (max |diff| ~1e-7 at tight solver tolerances). Rewrite make_figures.py to read the v2 problem and simulate the event-free model cycle-by-cycle (no petab.v1.visualize); regenerate all figures and the simulated-data table. Update README for the v2 formulation. Validated with petablint and petab.v2 (no issues). Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_014d2j46C3U5ft3yP6xrk1XZ --- .../Cook_AIChE2022/Cook_AIChE2022.yaml | 30 +- Benchmark-Models/Cook_AIChE2022/README.md | 70 +- .../conditions_Cook_AIChE2022.tsv | 9 + .../experimentalCondition_Cook_AIChE2022.tsv | 5 - .../experiments_Cook_AIChE2022.tsv | 37 + .../fig1_validation_doseresponse.png | Bin 110203 -> 55899 bytes .../fig2_bone_volume_vs_time.png | Bin 80330 -> 64539 bytes .../fig3_cell_populations_Wnt50.png | Bin 174738 -> 131513 bytes .../fig4_validation_roserpage.png | Bin 84793 -> 84666 bytes .../fig5_cell_dynamics_single_cycle.png | Bin 107053 -> 106964 bytes .../Cook_AIChE2022/fig6_auc_ratios.png | Bin 64283 -> 64172 bytes .../Cook_AIChE2022/make_figures.py | 266 +++--- .../measurementData_Cook_AIChE2022.tsv | 14 +- .../Cook_AIChE2022/model_Cook_AIChE2022.xml | 805 ------------------ .../observables_Cook_AIChE2022.tsv | 4 +- .../parameters_Cook_AIChE2022.tsv | 10 +- .../simulatedData_Cook_AIChE2022.tsv | 14 +- ...ualizationSpecification_Cook_AIChE2022.tsv | 7 - 18 files changed, 264 insertions(+), 1007 deletions(-) create mode 100644 Benchmark-Models/Cook_AIChE2022/conditions_Cook_AIChE2022.tsv delete mode 100644 Benchmark-Models/Cook_AIChE2022/experimentalCondition_Cook_AIChE2022.tsv create mode 100644 Benchmark-Models/Cook_AIChE2022/experiments_Cook_AIChE2022.tsv delete mode 100644 Benchmark-Models/Cook_AIChE2022/visualizationSpecification_Cook_AIChE2022.tsv diff --git a/Benchmark-Models/Cook_AIChE2022/Cook_AIChE2022.yaml b/Benchmark-Models/Cook_AIChE2022/Cook_AIChE2022.yaml index b949ff1..94e11c3 100644 --- a/Benchmark-Models/Cook_AIChE2022/Cook_AIChE2022.yaml +++ b/Benchmark-Models/Cook_AIChE2022/Cook_AIChE2022.yaml @@ -1,13 +1,17 @@ -format_version: 1 -parameter_file: parameters_Cook_AIChE2022.tsv -problems: -- condition_files: - - experimentalCondition_Cook_AIChE2022.tsv - measurement_files: - - measurementData_Cook_AIChE2022.tsv - observable_files: - - observables_Cook_AIChE2022.tsv - sbml_files: - - model_Cook_AIChE2022.xml - visualization_files: - - visualizationSpecification_Cook_AIChE2022.tsv +format_version: 2.0.0 +parameter_files: +- parameters_Cook_AIChE2022.tsv +model_files: + model_Cook_AIChE2022: + location: model_Cook_AIChE2022.xml + language: sbml +measurement_files: +- measurementData_Cook_AIChE2022.tsv +condition_files: +- conditions_Cook_AIChE2022.tsv +experiment_files: +- experiments_Cook_AIChE2022.tsv +observable_files: +- observables_Cook_AIChE2022.tsv +mapping_files: [] +extensions: {} diff --git a/Benchmark-Models/Cook_AIChE2022/README.md b/Benchmark-Models/Cook_AIChE2022/README.md index 6f890f6..dc66b97 100644 --- a/Benchmark-Models/Cook_AIChE2022/README.md +++ b/Benchmark-Models/Cook_AIChE2022/README.md @@ -10,6 +10,10 @@ Original model, data and MATLAB code: https://github.com/ashleefv/Wnt10bBoneComp Additional background: C. V. Cook, *Mathematical Modeling to Connect Bone Responses to Systemic Mechanisms* (PhD thesis). +This is a **PEtab v2** problem (`format_version: 2.0.0`). The repeated +remodeling cycles are encoded in the PEtab experiment/condition tables rather +than in the SBML model (see below). + ## Model A compartmental ODE model of a bone multicellular unit over repeated @@ -51,8 +55,8 @@ original `GraphsforPaper.m`): > Wnt-10b production and bone formation in a mouse model*, Arthritis & > Rheumatology, 2014, 66(4), 990–999. doi:[10.1002/art.38319](https://doi.org/10.1002/art.38319) -These two points are included in the PEtab measurement table (condition -`Wnt_1_8`, dataset ids `RoserPage2014_*`) so the validation figure can be +These two points are included in the PEtab measurement table (experiment +`exp_Wnt_1_8`, dataset ids `RoserPage2014_*`) so the validation figure can be reproduced. Unlike the Bennett fitting data (fixed unit noise), the validation points carry their **reported standard deviations** (19.2, 40.6) as `noiseParameters`. Because these SDs are large relative to the unit-noise @@ -63,17 +67,25 @@ validation. ## PEtab problem -* **Conditions** (`experimentalCondition`): the three Wnt-10b fold changes used - for fitting (-1, 5, 50) plus the validation fold change (1.8, `Wnt_1_8`). +PEtab v2 (`format_version: 2.0.0`). The files are: + +* **Conditions** (`conditions_Cook_AIChE2022.tsv`): the Wnt-10b dose conditions + `Wnt_m1`, `Wnt_5`, `Wnt_50`, `Wnt_1_8` (each sets the `Wnt` parameter) and the + `cycle_reset` condition that performs the cycle-boundary state reset (below). +* **Experiments** (`experiments_Cook_AIChE2022.tsv`): one timecourse per Wnt-10b + dose (`exp_Wnt_m1`, `exp_Wnt_5`, `exp_Wnt_50`, `exp_Wnt_1_8`). Each starts at + `t = 0` with the dose condition and then applies `cycle_reset` at every 100-day + boundary (`t = 100, 200, ...`) up to the number of cycles required by that + experiment's measurements. * **Observable** (`observables`): `obs_BV = Bone_volume__z - 100`, the relative BV/TV change. The paper fits with unweighted least squares; this is reproduced with a fixed unit noise (`normal`), so the objective equals the residual sum of squares up to a constant. * **Estimated parameters** (`parameters`): the four Wnt-10b-related parameters - `beta1adj`, `alpha3adj`, `beta2adj`, `K`. -* **Visualization**: BV/TV change vs Wnt-10b fold change (dose-response). + `beta1adj`, `alpha3adj`, `beta2adj`, `K`. (PEtab v2 has no `parameterScale` + column; the bounds are given on linear scale.) -### Multiple remodeling cycles as SBML events +### Multiple remodeling cycles as PEtab experiments The number of remodeling cycles is the key feature of the original model, and the SBML export shipped with the paper explicitly *does not* support it. In the @@ -81,13 +93,26 @@ MATLAB code each 100-day cycle is integrated separately and the state is reset at the cycle boundary: cell populations that have decayed below 1 are set to 0 and the osteocyte count is reduced by 20 to initiate the next cycle. -Here this is encoded as **11 time-triggered SBML events** at -`t = 100, 200, ..., 1100` (supporting up to 12 cycles), each performing that -reset. Crucially, bone volume `z` is **not** reset, so it is continuous across -cycle boundaries and the `z`-based observable is unambiguous at the measurement -times even when they coincide with a cycle boundary. A single trajectory per -Wnt-10b dose therefore reproduces all cycle counts: the measurement is simply -read at `t = cycles x 100`. +Here this reset is expressed as the PEtab `cycle_reset` **condition** + +``` +cycle_reset Osteocytes__S Osteocytes__S - 20 +cycle_reset Pre_Osteoblasts__P piecewise(0, Pre_Osteoblasts__P < 1, Pre_Osteoblasts__P) +cycle_reset Osteoblasts__B piecewise(0, Osteoblasts__B < 1, Osteoblasts__B) +cycle_reset Osteoclasts__C piecewise(0, Osteoclasts__C < 1, Osteoclasts__C) +``` + +which each experiment applies at `t = 100, 200, ...` via the experiment table. +The SBML model contains **no events**; the periods of the experiment define the +cycle boundaries. Crucially, bone volume `z` is **not** reset, so it is +continuous across cycle boundaries and the `z`-based observable is unambiguous +at the measurement times. This period-wise formulation is numerically identical +(to solver tolerance) to the earlier SBML-event encoding. + +> Earlier revisions of this problem (PEtab v1) encoded the same reset as 11 +> time-triggered SBML events at `t = 100, ..., 1100`. Moving it into the +> experiment/condition tables is the PEtab v2 idiom and keeps the model itself +> a plain, reusable ODE system. ## Nominal parameters @@ -107,8 +132,9 @@ paper figures in `GraphsforPaper.m`, "after the 4th data point was added"): `alpha3adj = k1 + k2`. Here `beta1adj, alpha3adj, beta2adj, K` are estimated directly (they are already SBML parameters); this is an equivalent parameterization of the same 4-parameter space. -* **Multiple cycles via events** (see above) rather than sequential - re-initialized integrations. +* **Multiple cycles via PEtab experiments** (see above): the cycle-boundary + reset is applied through the experiment/condition tables rather than the + sequential re-initialized integrations of the MATLAB code. * The `parameters` values in the shipped SBML export are corrected: its `beta1adj = 0.0833` is in fact the value of `k2`; the nominal values here use the published `k1..k4`. @@ -126,15 +152,17 @@ exact interpolation (residual sum of squares ~278 in BV/TV-% units). The ## Reproducing the figures -`make_figures.py` simulates the model (libroadrunner) and plots with -`petab.v1.visualize`: +`make_figures.py` reads the PEtab v2 problem and simulates the event-free model +cycle-by-cycle with libroadrunner, applying the `cycle_reset` condition at each +100-day boundary exactly as the experiment table prescribes: ```bash -python make_figures.py # requires petab, libroadrunner, matplotlib, numpy, pandas +python make_figures.py # requires petab (v2), libroadrunner, matplotlib, numpy ``` -### Figure 1 — dose-response validation -Model fit (filled circles) vs Bennett 2005/2007 data (crosses). +### Figure 1 — dose-response +Simulation (filled circles) vs Bennett 2005/2007 fitting data and Roser-Page +2014 validation data (crosses). ![dose-response validation](fig1_validation_doseresponse.png) diff --git a/Benchmark-Models/Cook_AIChE2022/conditions_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/conditions_Cook_AIChE2022.tsv new file mode 100644 index 0000000..20f2269 --- /dev/null +++ b/Benchmark-Models/Cook_AIChE2022/conditions_Cook_AIChE2022.tsv @@ -0,0 +1,9 @@ +conditionId targetId targetValue +Wnt_m1 Wnt -1 +Wnt_5 Wnt 5 +Wnt_50 Wnt 50 +Wnt_1_8 Wnt 1.8 +cycle_reset Osteocytes__S Osteocytes__S - 20 +cycle_reset Pre_Osteoblasts__P piecewise(0, Pre_Osteoblasts__P < 1, Pre_Osteoblasts__P) +cycle_reset Osteoblasts__B piecewise(0, Osteoblasts__B < 1, Osteoblasts__B) +cycle_reset Osteoclasts__C piecewise(0, Osteoclasts__C < 1, Osteoclasts__C) diff --git a/Benchmark-Models/Cook_AIChE2022/experimentalCondition_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/experimentalCondition_Cook_AIChE2022.tsv deleted file mode 100644 index 3ecbe45..0000000 --- a/Benchmark-Models/Cook_AIChE2022/experimentalCondition_Cook_AIChE2022.tsv +++ /dev/null @@ -1,5 +0,0 @@ -conditionId conditionName Wnt -Wnt_m1 Wnt-10b fold change -1 -1 -Wnt_5 Wnt-10b fold change 5 5 -Wnt_50 Wnt-10b fold change 50 50 -Wnt_1_8 Wnt-10b fold change 1.8 1.8 diff --git a/Benchmark-Models/Cook_AIChE2022/experiments_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/experiments_Cook_AIChE2022.tsv new file mode 100644 index 0000000..2cecc65 --- /dev/null +++ b/Benchmark-Models/Cook_AIChE2022/experiments_Cook_AIChE2022.tsv @@ -0,0 +1,37 @@ +experimentId conditionId time +exp_Wnt_m1 Wnt_m1 0 +exp_Wnt_m1 cycle_reset 100 +exp_Wnt_m1 cycle_reset 200 +exp_Wnt_m1 cycle_reset 300 +exp_Wnt_m1 cycle_reset 400 +exp_Wnt_m1 cycle_reset 500 +exp_Wnt_5 Wnt_5 0 +exp_Wnt_5 cycle_reset 100 +exp_Wnt_5 cycle_reset 200 +exp_Wnt_5 cycle_reset 300 +exp_Wnt_5 cycle_reset 400 +exp_Wnt_5 cycle_reset 500 +exp_Wnt_50 Wnt_50 0 +exp_Wnt_50 cycle_reset 100 +exp_Wnt_50 cycle_reset 200 +exp_Wnt_50 cycle_reset 300 +exp_Wnt_50 cycle_reset 400 +exp_Wnt_50 cycle_reset 500 +exp_Wnt_50 cycle_reset 600 +exp_Wnt_50 cycle_reset 700 +exp_Wnt_50 cycle_reset 800 +exp_Wnt_50 cycle_reset 900 +exp_Wnt_50 cycle_reset 1000 +exp_Wnt_50 cycle_reset 1100 +exp_Wnt_1_8 Wnt_1_8 0 +exp_Wnt_1_8 cycle_reset 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zg~p)O%_n8bh3JR@>J7W^j2PW1Km~-f`N8BeL*1QId#a@B&%8OIhoEJ#_l`kYe)|zl zZ33P^3%nj#`!P*6GUrSrow)(C_(oMSkjvLx{{8(RahpIZdQ|M4{0Q{ZYOzB|AJgpU zQIouBH1A19j^&YbJ_tg5koiF~bqpD_y#T>Y7zWQFM<+?978*Ik{DjE4oUNQ&M+`&2 z&oEa}#lsLO6+#SjVj=UXcI(OBC+p!9MmRvEyhDo%(pBr=we=uJlfc16m{2$5j{VQY l+Ts6$ diff --git a/Benchmark-Models/Cook_AIChE2022/make_figures.py b/Benchmark-Models/Cook_AIChE2022/make_figures.py index 4862ca7..30c43a8 100644 --- a/Benchmark-Models/Cook_AIChE2022/make_figures.py +++ b/Benchmark-Models/Cook_AIChE2022/make_figures.py @@ -1,32 +1,31 @@ #!/usr/bin/env python3 -"""Reproduce figures from Cook et al. (2022) using PEtab visualization. +"""Reproduce figures from Cook et al. (2022) from the PEtab v2 problem. -The script simulates the PEtab model in this directory (via libroadrunner) -and plots the results with ``petab.v1.visualize``. It produces: +The multiple remodeling cycles are encoded in the PEtab **experiment** and +**condition** tables rather than in the SBML model. This script therefore +simulates the event-free model cycle-by-cycle with libroadrunner, applying the +``cycle_reset`` condition (osteocytes ``S -> S - 20``; any of ``P``, ``B``, +``C`` below 1 set to 0) at each 100-day boundary -- exactly the semantics of +the ``experiments_Cook_AIChE2022.tsv`` table. The nominal parameters and the +measured data are read from the PEtab v2 problem. + +Figures (using the numbering of the original publication where applicable): 1. ``fig1_validation_doseresponse.png`` -- BV/TV change vs Wnt-10b fold change, - model fit vs the Bennett 2005/2007 data (the committed PEtab visualization), - now also overlaying the Roser-Page 2014 validation points. -2. ``fig2_bone_volume_vs_time.png`` -- relative bone volume over the multiple - remodeling cycles for Wnt-10b fold changes -1, 5 and 50. + simulation vs the Bennett 2005/2007 fitting data and the Roser-Page 2014 + validation data. +2. ``fig2_bone_volume_vs_time.png`` -- relative bone volume over the remodeling + cycles for Wnt-10b fold changes -1, 5 and 50. 3. ``fig3_cell_populations_Wnt50.png`` -- osteocyte / pre-osteoblast / osteoblast / osteoclast dynamics for a Wnt-10b fold change of 50. - -It additionally reproduces three figures using the paper's figure numbering: - -4. ``fig4_validation_roserpage.png`` -- Figure 4: model validation against the - Roser-Page (2014) data. Relative bone volume over 12 remodeling cycles at a - Wnt-10b fold change of 1.8, with the 1.2-2.4 fold-change envelope shaded, vs - the two Roser-Page BV/TV data points (126.6 +/- 19.2 % at 600 d / 6 cycles - and 136.6 +/- 40.6 % at 1200 d / 12 cycles). +4. ``fig4_validation_roserpage.png`` -- Figure 4: validation against Roser-Page + 2014 (bone volume at fold change 1.8, 1.2-2.4 envelope shaded). 5. ``fig5_cell_dynamics_single_cycle.png`` -- Figure 5: activated cell-population - dynamics over a single remodeling cycle for Wnt-10b fold changes -1, 5 and 50. - (A) osteocytes, (B) pre-osteoblasts, (C) osteoblasts, (D) osteoclasts. + dynamics over a single remodeling cycle for fold changes -1, 5 and 50. 6. ``fig6_auc_ratios.png`` -- Figure 6: pre-osteoblast:osteoblast and - osteoclast:osteoblast area-under-curve ratios over a single remodeling cycle - as a function of the Wnt-10b fold change. + osteoclast:osteoblast AUC ratios over a single cycle vs Wnt-10b fold change. -Requirements: petab, libroadrunner, matplotlib, numpy, pandas. +Requirements: petab>=0.6 (v2 support), libroadrunner, matplotlib, numpy. Run from anywhere: ``python make_figures.py`` (figures are written next to it). """ from pathlib import Path @@ -35,51 +34,74 @@ matplotlib.use("Agg") import matplotlib.pyplot as plt import numpy as np -import pandas as pd import roadrunner -import petab.v1 as petab -from petab.v1.visualize import plot_problem, plot_with_vis_spec +import petab.v2 as petab HERE = Path(__file__).resolve().parent PID = "Cook_AIChE2022" SBML = str(HERE / f"model_{PID}.xml") +CYCLE = 100.0 # days per remodeling cycle +trapz = getattr(np, "trapezoid", None) or np.trapz # numpy>=2 renamed trapz -problem = petab.Problem.from_yaml(str(HERE / f"{PID}.yaml")) -nominal = dict(zip(problem.parameter_df.index, problem.parameter_df["nominalValue"])) -conditions = problem.condition_df - -# state id -> short observable name used for the figures -STATES = { - "Osteocytes__S": "osteocytes", - "Pre_Osteoblasts__P": "pre_osteoblasts", - "Osteoblasts__B": "osteoblasts", - "Osteoclasts__C": "osteoclasts", - "Bone_volume__z": "bone_volume", -} -DOSES = [ - ("Wnt_m1", -1, "Wnt-10b fold change -1"), - ("Wnt_5", 5, "Wnt-10b fold change 5"), - ("Wnt_50", 50, "Wnt-10b fold change 50"), -] - +STATES = ["Osteocytes__S", "Pre_Osteoblasts__P", "Osteoblasts__B", + "Osteoclasts__C", "Bone_volume__z"] +Z = STATES.index("Bone_volume__z") -def simulate(wnt, t_end, n_points=2400): - """Densely simulate the SBML model for a given Wnt-10b fold change.""" +problem = petab.Problem.from_yaml(str(HERE / f"{PID}.yaml")) +nominal = {p.id: p.nominal_value for p in problem.parameters} +meas_df = problem.measurement_df + +# experiment id -> Wnt-10b fold change (from the condition table) +EXP_WNT = {"exp_Wnt_m1": -1.0, "exp_Wnt_5": 5.0, "exp_Wnt_50": 50.0, + "exp_Wnt_1_8": 1.8} +# doses shown as trajectories, with the number of cycles simulated +DOSES = [("exp_Wnt_m1", -1.0, 6, "Wnt-10b fold change -1"), + ("exp_Wnt_5", 5.0, 6, "Wnt-10b fold change 5"), + ("exp_Wnt_50", 50.0, 12, "Wnt-10b fold change 50")] + + +def _cycle_reset(state): + """The ``cycle_reset`` condition applied at a 100-day boundary.""" + s, p, b, c, z = state + return np.array([s - 20.0, + 0.0 if p < 1 else p, + 0.0 if b < 1 else b, + 0.0 if c < 1 else c, + z]) + + +def simulate_cycles(wnt, ncyc, n_per_cycle=551): + """Integrate the event-free model over ``ncyc`` remodeling cycles, applying + ``cycle_reset`` at each boundary. Returns dense ``(t, Y)`` with columns in + the order of ``STATES``.""" rr = roadrunner.RoadRunner(SBML) - for pid, val in nominal.items(): - rr.setValue(pid, float(val)) - rr.setValue("Wnt", float(wnt)) - rr.selections = ["time"] + list(STATES) - return np.array(rr.simulate(0, t_end, n_points)) - - -def clean_lines(axes_dict): - """Suppress the per-point markers PEtab draws on dense simulation lines.""" - for ax in axes_dict.values(): - for line in ax.get_lines(): - if len(line.get_xdata()) > 50: - line.set_marker("None") - line.set_linewidth(1.6) + state = np.array([180.0, 0.0, 0.0, 0.0, 100.0]) + t_all, y_all = [], [] + for cyc in range(ncyc): + rr.reset() + rr.setValue("Wnt", float(wnt)) + for pid, val in nominal.items(): + rr.setValue(pid, float(val)) + for nm, val in zip(STATES, state): + rr.setValue(nm, float(val)) + rr.selections = ["time"] + STATES + arr = np.array(rr.simulate(0, CYCLE, n_per_cycle)) + t = arr[:, 0] + cyc * CYCLE + y = arr[:, 1:] + if cyc > 0: # drop duplicated boundary sample + t, y = t[1:], y[1:] + t_all.append(t) + y_all.append(y) + state = arr[-1, 1:].copy() + if cyc < ncyc - 1: + state = _cycle_reset(state) + return np.concatenate(t_all), np.concatenate(y_all) + + +def obs_bv(wnt, ncyc): + """Simulated relative BV/TV change (z - 100) after ``ncyc`` cycles.""" + _, y = simulate_cycles(wnt, ncyc) + return y[-1, Z] - 100.0 def save(name): @@ -89,74 +111,61 @@ def save(name): print("wrote", name) -# --- Figure 1: dose-response validation (committed PEtab visualization) ----- -plot_problem(problem, simulations_df=petab.get_simulation_df(str(HERE / f"simulatedData_{PID}.tsv"))) -plt.gcf().set_size_inches(7, 6) -plt.title("Cook et al. 2022 - BV/TV change vs Wnt-10b (fit vs Bennett data)") +# --- Figure 1: dose-response, simulation vs data ---------------------------- +fig, ax = plt.subplots(figsize=(7, 6)) +colors = plt.cm.tab10.colors +for i, (_, row) in enumerate(meas_df.iterrows()): + wnt = EXP_WNT[row["experimentId"]] + ncyc = int(round(row["time"] / CYCLE)) + sim = obs_bv(wnt, ncyc) + lbl = str(row["datasetId"]).replace("_", " ") + ax.plot(wnt, row["measurement"], "x", color=colors[i % 10], ms=9, mew=2) + ax.plot(wnt, sim, "o", color=colors[i % 10], ms=9, label=lbl) +ax.set_xlabel("Wnt-10b (fold change)") +ax.set_ylabel("BV/TV (% change from normal)") +ax.set_title("Cook et al. 2022 - BV/TV change vs Wnt-10b (x: data, o: simulation)") +ax.legend(loc="best", fontsize=8) save("fig1_validation_doseresponse.png") # --- Figure 2: relative bone volume over remodeling cycles ------------------ -z_idx = 1 + list(STATES).index("Bone_volume__z") data_points = { # relative bone volume = 100 + BV/TV % change - "Wnt_m1": [(400, 100 - 29.7), (600, 100 - 41.9)], - "Wnt_5": [(600, 100 + 69.2)], - "Wnt_50": [(1200, 100 + 339)], + -1.0: [(400, 100 - 29.7), (600, 100 - 41.9)], + 5.0: [(600, 100 + 69.2)], + 50.0: [(1200, 100 + 339)], } -sim_rows, meas_rows, vis_rows = [], [], [] -for cond_id, wnt, name in DOSES: - t_end = 1200 if cond_id == "Wnt_50" else 600 - arr = simulate(wnt, t_end) - ds = f"ds_{cond_id}" - for ti, zi in zip(arr[:, 0], arr[:, z_idx]): - sim_rows.append(dict(observableId="bone_volume", simulationConditionId=cond_id, - time=ti, simulation=zi, noiseParameters=0, datasetId=ds)) - for ti, zi in data_points[cond_id]: - meas_rows.append(dict(observableId="bone_volume", simulationConditionId=cond_id, - time=ti, measurement=zi, noiseParameters=0, datasetId=ds)) - vis_rows.append(dict(plotId="bone_volume", plotName="Relative bone volume over remodeling cycles", - plotTypeSimulation="LinePlot", plotTypeData="provided", datasetId=ds, - xValues="time", xLabel="time (days)", yValues="bone_volume", - yLabel="relative bone volume (%)", legendEntry=name)) -clean_lines(plot_with_vis_spec(pd.DataFrame(vis_rows), conditions, - measurements_df=pd.DataFrame(meas_rows), - simulations_df=pd.DataFrame(sim_rows))) -plt.gcf().set_size_inches(8, 6) +fig, ax = plt.subplots(figsize=(8, 6)) +for i, (_, wnt, ncyc, name) in enumerate(DOSES): + t, y = simulate_cycles(wnt, ncyc) + ax.plot(t, y[:, Z], lw=1.6, color=f"C{i}", label=name) + for tt, zz in data_points[wnt]: + ax.plot(tt, zz, "x", color=f"C{i}", ms=9, mew=2) +ax.set_xlabel("time (days)") +ax.set_ylabel("relative bone volume (%)") +ax.set_title("Relative bone volume over remodeling cycles") +ax.legend(loc="best") save("fig2_bone_volume_vs_time.png") # --- Figure 3: cell-population dynamics for Wnt-10b fold change 50 ---------- -arr = simulate(50, 1200) -labels = { - "Osteocytes__S": "osteocytes (S)", - "Pre_Osteoblasts__P": "pre-osteoblasts (P)", - "Osteoblasts__B": "osteoblasts (B)", - "Osteoclasts__C": "osteoclasts (C)", -} -sim_rows, vis_rows = [], [] -for state in labels: - col = 1 + list(STATES).index(state) - ds = f"ds_{state}" - for ti, yi in zip(arr[:, 0], arr[:, col]): - sim_rows.append(dict(observableId=STATES[state], simulationConditionId="Wnt_50", - time=ti, simulation=yi, noiseParameters=0, datasetId=ds)) - vis_rows.append(dict(plotId=STATES[state], plotName=labels[state], - plotTypeSimulation="LinePlot", plotTypeData="provided", datasetId=ds, - xValues="time", xLabel="time (days)", yValues=STATES[state], - yLabel=labels[state] + " (cells)", legendEntry="Wnt-10b fold change 50")) -clean_lines(plot_with_vis_spec(pd.DataFrame(vis_rows), conditions, simulations_df=pd.DataFrame(sim_rows))) -plt.gcf().set_size_inches(10, 7) +t, y = simulate_cycles(50.0, 12) +labels = ["osteocytes (S)", "pre-osteoblasts (P)", "osteoblasts (B)", + "osteoclasts (C)"] +fig, axes = plt.subplots(2, 2, figsize=(10, 7)) +for ax, idx, lbl in zip(axes.flat, range(4), labels): + ax.plot(t, y[:, idx], color="C0", lw=1.2) + ax.set_xlabel("time (days)") + ax.set_ylabel(lbl + " (cells)") + ax.set_title(lbl) +fig.suptitle("Cell-population dynamics (Wnt-10b fold change 50)") save("fig3_cell_populations_Wnt50.png") # --- Figure 4 (paper): model validation against Roser-Page 2014 data -------- -# Relative bone volume over 12 remodeling cycles at Wnt-10b fold change 1.8, -# with the 1.2-2.4 fold-change envelope shaded, vs the Roser-Page BV/TV data. -central = simulate(1.8, 1200) -low = simulate(1.2, 1200) -high = simulate(2.4, 1200) -tt = central[:, 0] +tt, y_c = simulate_cycles(1.8, 12) +_, y_lo = simulate_cycles(1.2, 12) +_, y_hi = simulate_cycles(2.4, 12) fig, ax = plt.subplots(figsize=(8, 6)) -ax.fill_between(tt, low[:, z_idx], high[:, z_idx], color="0.8", +ax.fill_between(tt, y_lo[:, Z], y_hi[:, Z], color="0.8", label="Wnt-10b fold change 1.2-2.4") -ax.plot(tt, central[:, z_idx], color="C0", lw=1.8, +ax.plot(tt, y_c[:, Z], color="C0", lw=1.8, label="simulation (Wnt-10b fold change 1.8)") ax.errorbar(600, 126.6, 19.2, fmt="o", color="C1", capsize=4, lw=2, label="Roser-Page 2014 (6 remodeling cycles)") @@ -169,24 +178,15 @@ def save(name): ax.legend(loc="best") save("fig4_validation_roserpage.png") -# state-vector column indices reused by Figures 5 and 6 -s_idx = 1 + list(STATES).index("Osteocytes__S") -p_idx = 1 + list(STATES).index("Pre_Osteoblasts__P") -b_idx = 1 + list(STATES).index("Osteoblasts__B") -c_idx = 1 + list(STATES).index("Osteoclasts__C") - # --- Figure 5 (paper): activated cell-population dynamics, single cycle ------ -# Osteocyte / pre-osteoblast / osteoblast / osteoclast time courses over a -# single remodeling cycle for Wnt-10b fold changes -1, 5 and 50. The cycle -# runs to 100 days; populations settle well before then. -cyc_by_dose = {wnt: simulate(wnt, 100, n_points=1101) for _, wnt, _ in DOSES} -panels = [(s_idx, "osteocytes (S)", "A"), (p_idx, "pre-osteoblasts (P)", "B"), - (b_idx, "osteoblasts (B)", "C"), (c_idx, "osteoclasts (C)", "D")] +panels = [(0, "osteocytes (S)", "A"), (1, "pre-osteoblasts (P)", "B"), + (2, "osteoblasts (B)", "C"), (3, "osteoclasts (C)", "D")] +single = {wnt: simulate_cycles(wnt, 1) for _, wnt, _, _ in DOSES} fig, axes = plt.subplots(2, 2, figsize=(10, 7)) for ax, (idx, lbl, ttl) in zip(axes.flat, panels): - for cond_id, wnt, name in DOSES: - arr = cyc_by_dose[wnt][:-1] # drop the t=100 cycle-boundary reset point - ax.plot(arr[:, 0], arr[:, idx], lw=2, label=f"Wnt-10b fold change {wnt}") + for _, wnt, _, _ in DOSES: + t, y = single[wnt] + ax.plot(t, y[:, idx], lw=2, label=f"Wnt-10b fold change {wnt:g}") ax.set_xlabel("time (days)") ax.set_ylabel(lbl + " (cells)") ax.set_title(ttl) @@ -195,17 +195,13 @@ def save(name): save("fig5_cell_dynamics_single_cycle.png") # --- Figure 6 (paper): area-under-curve ratios vs Wnt-10b ------------------- -# Pre-osteoblast:osteoblast and osteoclast:osteoblast AUC ratios over a single -# remodeling cycle as a function of the Wnt-10b fold change. -trapz = getattr(np, "trapezoid", None) or np.trapz # numpy>=2 renamed trapz wnts = np.linspace(-1, 50, 100) ratio_po_ob, ratio_oc_ob = [], [] for w in wnts: - cyc = simulate(w, 100, n_points=1101) - t = cyc[:, 0] - a_po = trapz(cyc[:, p_idx], t) - a_ob = trapz(cyc[:, b_idx], t) - a_oc = trapz(cyc[:, c_idx], t) + t, y = simulate_cycles(w, 1) + a_po = trapz(y[:, 1], t) + a_ob = trapz(y[:, 2], t) + a_oc = trapz(y[:, 3], t) ratio_po_ob.append(a_po / a_ob) ratio_oc_ob.append(a_oc / a_ob) fig, axes = plt.subplots(1, 2, figsize=(11, 4.5)) diff --git a/Benchmark-Models/Cook_AIChE2022/measurementData_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/measurementData_Cook_AIChE2022.tsv index 138cef9..7db5679 100644 --- a/Benchmark-Models/Cook_AIChE2022/measurementData_Cook_AIChE2022.tsv +++ b/Benchmark-Models/Cook_AIChE2022/measurementData_Cook_AIChE2022.tsv @@ -1,7 +1,7 @@ -observableId simulationConditionId measurement time noiseParameters datasetId -obs_BV Wnt_m1 -29.7 400 1 Bennett2005_4cycles -obs_BV Wnt_m1 -41.9 600 1 Bennett2007_6cycles_Wnt_m1 -obs_BV Wnt_5 69.2 600 1 Bennett2007_6cycles_Wnt_5 -obs_BV Wnt_50 339.0 1200 1 Bennett2005_12cycles -obs_BV Wnt_1_8 26.6 600 19.2 RoserPage2014_6cycles -obs_BV Wnt_1_8 36.6 1200 40.6 RoserPage2014_12cycles +experimentId observableId measurement time noiseParameters datasetId +exp_Wnt_m1 obs_BV -29.7 400 1 Bennett2005_4cycles +exp_Wnt_m1 obs_BV -41.9 600 1 Bennett2007_6cycles_Wnt_m1 +exp_Wnt_5 obs_BV 69.2 600 1 Bennett2007_6cycles_Wnt_5 +exp_Wnt_50 obs_BV 339.0 1200 1 Bennett2005_12cycles +exp_Wnt_1_8 obs_BV 26.6 600 19.2 RoserPage2014_6cycles +exp_Wnt_1_8 obs_BV 36.6 1200 40.6 RoserPage2014_12cycles diff --git a/Benchmark-Models/Cook_AIChE2022/model_Cook_AIChE2022.xml b/Benchmark-Models/Cook_AIChE2022/model_Cook_AIChE2022.xml index 14b2519..d1af415 100644 --- a/Benchmark-Models/Cook_AIChE2022/model_Cook_AIChE2022.xml +++ b/Benchmark-Models/Cook_AIChE2022/model_Cook_AIChE2022.xml @@ -394,810 +394,5 @@ - - - - - - - time - 100 - - - - - - - - - Osteocytes__S - 20 - - - - - - - - 0 - - - Pre_Osteoblasts__P - 1 - - - - Pre_Osteoblasts__P - - - - - - - - - 0 - - - Osteoblasts__B - 1 - - - - Osteoblasts__B - - - - - - - - - 0 - - - Osteoclasts__C - 1 - - - - Osteoclasts__C - - - - - - - - - - - - time - 200 - - - - - - - - - Osteocytes__S - 20 - - - - - - - - 0 - - - Pre_Osteoblasts__P - 1 - - - - Pre_Osteoblasts__P - - - - - - - - - 0 - - - Osteoblasts__B - 1 - - - - Osteoblasts__B - - - - - - - - - 0 - - - Osteoclasts__C - 1 - - - - Osteoclasts__C - - - - - - - - - - - - time - 300 - - - - - - - - - Osteocytes__S - 20 - - - - - - - - 0 - - - Pre_Osteoblasts__P - 1 - - - - Pre_Osteoblasts__P - - - - - - - - - 0 - - - Osteoblasts__B - 1 - - - - Osteoblasts__B - - - - - - - - - 0 - - - Osteoclasts__C - 1 - - - - Osteoclasts__C - - - - - - - - - - - - time - 400 - - - - - - - - - Osteocytes__S - 20 - - - - - - - - 0 - - - Pre_Osteoblasts__P - 1 - - - - Pre_Osteoblasts__P - - - - - - - - - 0 - - - Osteoblasts__B - 1 - - - - Osteoblasts__B - - - - - - - - - 0 - - - Osteoclasts__C - 1 - - - - Osteoclasts__C - - - - - - - - - - - - time - 500 - - - - - - - - - Osteocytes__S - 20 - - - - - - - - 0 - - - Pre_Osteoblasts__P - 1 - - - - Pre_Osteoblasts__P - - - - - - - - - 0 - - - Osteoblasts__B - 1 - - - - Osteoblasts__B - - - - - - - - - 0 - - - Osteoclasts__C - 1 - - - - Osteoclasts__C - - - - - - - - - - - - time - 600 - - - - - - - - - Osteocytes__S - 20 - - - - - - - - 0 - - - Pre_Osteoblasts__P - 1 - - - - Pre_Osteoblasts__P - - - - - - - - - 0 - - - Osteoblasts__B - 1 - - - - Osteoblasts__B - - - - - - - - - 0 - - - Osteoclasts__C - 1 - - - - Osteoclasts__C - - - - - - - - - - - - time - 700 - - - - - - - - - Osteocytes__S - 20 - - - - - - - - 0 - - - Pre_Osteoblasts__P - 1 - - - - Pre_Osteoblasts__P - - - - - - - - - 0 - - - Osteoblasts__B - 1 - - - - Osteoblasts__B - - - - - - - - - 0 - - - Osteoclasts__C - 1 - - - - Osteoclasts__C - - - - - - - - - - - - time - 800 - - - - - - - - - Osteocytes__S - 20 - - - - - - - - 0 - - - Pre_Osteoblasts__P - 1 - - - - Pre_Osteoblasts__P - - - - - - - - - 0 - - - Osteoblasts__B - 1 - - - - Osteoblasts__B - - - - - - - - - 0 - - - Osteoclasts__C - 1 - - - - Osteoclasts__C - - - - - - - - - - - - time - 900 - - - - - - - - - Osteocytes__S - 20 - - - - - - - - 0 - - - Pre_Osteoblasts__P - 1 - - - - Pre_Osteoblasts__P - - - - - - - - - 0 - - - Osteoblasts__B - 1 - - - - Osteoblasts__B - - - - - - - - - 0 - - - Osteoclasts__C - 1 - - - - Osteoclasts__C - - - - - - - - - - - - time - 1000 - - - - - - - - - Osteocytes__S - 20 - - - - - - - - 0 - - - Pre_Osteoblasts__P - 1 - - - - Pre_Osteoblasts__P - - - - - - - - - 0 - - - Osteoblasts__B - 1 - - - - Osteoblasts__B - - - - - - - - - 0 - - - Osteoclasts__C - 1 - - - - Osteoclasts__C - - - - - - - - - - - - time - 1100 - - - - - - - - - Osteocytes__S - 20 - - - - - - - - 0 - - - Pre_Osteoblasts__P - 1 - - - - Pre_Osteoblasts__P - - - - - - - - - 0 - - - Osteoblasts__B - 1 - - - - Osteoblasts__B - - - - - - - - - 0 - - - Osteoclasts__C - 1 - - - - Osteoclasts__C - - - - - - - diff --git a/Benchmark-Models/Cook_AIChE2022/observables_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/observables_Cook_AIChE2022.tsv index 2158644..50cb4f3 100644 --- a/Benchmark-Models/Cook_AIChE2022/observables_Cook_AIChE2022.tsv +++ b/Benchmark-Models/Cook_AIChE2022/observables_Cook_AIChE2022.tsv @@ -1,2 +1,2 @@ -observableId observableName observableFormula noiseFormula observableTransformation noiseDistribution -obs_BV relative bone volume change Bone_volume__z - 100 noiseParameter1_obs_BV lin normal +observableId observableName observableFormula noiseFormula noiseDistribution observablePlaceholders noisePlaceholders +obs_BV relative bone volume change Bone_volume__z - 100 noiseParameter1_obs_BV noiseParameter1_obs_BV diff --git a/Benchmark-Models/Cook_AIChE2022/parameters_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/parameters_Cook_AIChE2022.tsv index 1b3eab6..b28c3ff 100644 --- a/Benchmark-Models/Cook_AIChE2022/parameters_Cook_AIChE2022.tsv +++ b/Benchmark-Models/Cook_AIChE2022/parameters_Cook_AIChE2022.tsv @@ -1,5 +1,5 @@ -parameterId parameterName parameterScale lowerBound upperBound nominalValue estimate -beta1adj $\beta_1^{\mathrm{adj}}$ log10 0.0001 1.0 0.177617716487146 1 -alpha3adj $\alpha_3^{\mathrm{adj}}$ log10 0.0001 1.1 0.260931032760533 1 -beta2adj $\beta_2^{\mathrm{adj}}$ log10 1e-07 1.0 0.000709650034656732 1 -K $K$ lin 1.0 10.0 6.26349707992014 1 +parameterId parameterName lowerBound upperBound nominalValue estimate priorParameters +beta1adj $\beta_1^{\mathrm{adj}}$ 0.0001 1.0 0.177617716487146 true +alpha3adj $\alpha_3^{\mathrm{adj}}$ 0.0001 1.1 0.260931032760533 true +beta2adj $\beta_2^{\mathrm{adj}}$ 1e-07 1.0 0.000709650034656732 true +K $K$ 1.0 10.0 6.26349707992014 true diff --git a/Benchmark-Models/Cook_AIChE2022/simulatedData_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/simulatedData_Cook_AIChE2022.tsv index a2b1340..f620984 100644 --- a/Benchmark-Models/Cook_AIChE2022/simulatedData_Cook_AIChE2022.tsv +++ b/Benchmark-Models/Cook_AIChE2022/simulatedData_Cook_AIChE2022.tsv @@ -1,7 +1,7 @@ -observableId simulationConditionId simulation time noiseParameters datasetId -obs_BV Wnt_m1 -22.010297746290036 400 1 Bennett2005_4cycles -obs_BV Wnt_m1 -33.01544769375809 600 1 Bennett2007_6cycles_Wnt_m1 -obs_BV Wnt_5 80.99411880030644 600 1 Bennett2007_6cycles_Wnt_5 -obs_BV Wnt_50 337.50370478451725 1200 1 Bennett2005_12cycles -obs_BV Wnt_1_8 40.0391611119 600 19.2 RoserPage2014_6cycles -obs_BV Wnt_1_8 80.0787840913 1200 40.6 RoserPage2014_12cycles +experimentId observableId simulation time noiseParameters datasetId +exp_Wnt_m1 obs_BV -21.9929685926 400 1 Bennett2005_4cycles +exp_Wnt_m1 obs_BV -32.9894597275 600 1 Bennett2007_6cycles_Wnt_m1 +exp_Wnt_5 obs_BV 80.9774513411 600 1 Bennett2007_6cycles_Wnt_5 +exp_Wnt_50 obs_BV 337.5129699202 1200 1 Bennett2005_12cycles +exp_Wnt_1_8 obs_BV 40.0396096932 600 19.2 RoserPage2014_6cycles +exp_Wnt_1_8 obs_BV 80.0792239341 1200 40.6 RoserPage2014_12cycles diff --git a/Benchmark-Models/Cook_AIChE2022/visualizationSpecification_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/visualizationSpecification_Cook_AIChE2022.tsv deleted file mode 100644 index 83d2d56..0000000 --- a/Benchmark-Models/Cook_AIChE2022/visualizationSpecification_Cook_AIChE2022.tsv +++ /dev/null @@ -1,7 +0,0 @@ -plotId plotName plotTypeSimulation plotTypeData datasetId xValues xLabel yValues yLabel legendEntry -plot1 Bone volume change vs Wnt-10b fold change LinePlot provided Bennett2005_4cycles Wnt Wnt-10b (fold change) obs_BV BV/TV (% change from normal) Bennett 2005 (4 remodeling cycles) -plot1 Bone volume change vs Wnt-10b fold change LinePlot provided Bennett2007_6cycles_Wnt_m1 Wnt Wnt-10b (fold change) obs_BV BV/TV (% change from normal) Bennett 2007 (6 remodeling cycles) -plot1 Bone volume change vs Wnt-10b fold change LinePlot provided Bennett2007_6cycles_Wnt_5 Wnt Wnt-10b (fold change) obs_BV BV/TV (% change from normal) Bennett 2007 (6 remodeling cycles) -plot1 Bone volume change vs Wnt-10b fold change LinePlot provided Bennett2005_12cycles Wnt Wnt-10b (fold change) obs_BV BV/TV (% change from normal) Bennett 2005 (12 remodeling cycles) -plot1 Bone volume change vs Wnt-10b fold change LinePlot provided RoserPage2014_6cycles Wnt Wnt-10b (fold change) obs_BV BV/TV (% change from normal) Roser-Page 2014 (6 remodeling cycles, validation) -plot1 Bone volume change vs Wnt-10b fold change LinePlot provided RoserPage2014_12cycles Wnt Wnt-10b (fold change) obs_BV BV/TV (% change from normal) Roser-Page 2014 (12 remodeling cycles, validation) From db1c728ad0045e1f24cf343af68dc478b32e3771 Mon Sep 17 00:00:00 2001 From: Claude Date: Wed, 8 Jul 2026 16:31:10 +0000 Subject: [PATCH 05/13] Cook_AIChE2022: simulate with AMICI instead of libroadrunner Use AMICI (the engine behind src/python/simulate.py) as the simulator: - Regenerate simulatedData with AMICI via the PEtab v2 importer/simulator (amici PetabImporter/PetabSimulator), which encodes the experiment periods as events and applies the cycle_reset condition natively. Total log-likelihood at the nominal parameters is ~-152.69. - Rewrite make_figures.py to compile the event-free SBML with AMICI and integrate it cycle-by-cycle (AMICI as the ODE integrator), dropping the libroadrunner dependency. Trajectories at fold changes outside the problem (the 1.2-2.4 validation envelope, the Figure 6 sweep) use the same routine. - Loosen the AMICI absolute tolerance from the default 1e-16 to 1e-12: with the default the solver reports a too-small step right after the cycle reset. - Document the AMICI simulation and the tolerance requirement in the README. Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_014d2j46C3U5ft3yP6xrk1XZ --- Benchmark-Models/Cook_AIChE2022/README.md | 22 +++- .../fig2_bone_volume_vs_time.png | Bin 64539 -> 64601 bytes .../fig3_cell_populations_Wnt50.png | Bin 131513 -> 132363 bytes .../fig4_validation_roserpage.png | Bin 84666 -> 84408 bytes .../fig5_cell_dynamics_single_cycle.png | Bin 106964 -> 106806 bytes .../Cook_AIChE2022/fig6_auc_ratios.png | Bin 64172 -> 64758 bytes .../Cook_AIChE2022/make_figures.py | 118 ++++++++++-------- .../simulatedData_Cook_AIChE2022.tsv | 12 +- 8 files changed, 89 insertions(+), 63 deletions(-) diff --git a/Benchmark-Models/Cook_AIChE2022/README.md b/Benchmark-Models/Cook_AIChE2022/README.md index dc66b97..7d84fee 100644 --- a/Benchmark-Models/Cook_AIChE2022/README.md +++ b/Benchmark-Models/Cook_AIChE2022/README.md @@ -114,6 +114,16 @@ at the measurement times. This period-wise formulation is numerically identical > experiment/condition tables is the PEtab v2 idiom and keeps the model itself > a plain, reusable ODE system. +### Simulation + +The problem imports and simulates with AMICI (`src/python/simulate.py`); AMICI +encodes the experiment periods as events internally. The cycle-boundary state +change makes the system stiff, so the AMICI **absolute tolerance must be +loosened from its very tight default (`1e-16`) to about `1e-12`** — with the +default `atol` the solver reports a too-small step after the reset. The +`simulatedData` table was generated with AMICI at `rtol = 1e-10`, `atol = 1e-12` +(total log-likelihood ≈ -152.69 at the nominal parameters). + ## Nominal parameters Taken from the publication's final fit (the parameter set used to generate the @@ -152,12 +162,16 @@ exact interpolation (residual sum of squares ~278 in BV/TV-% units). The ## Reproducing the figures -`make_figures.py` reads the PEtab v2 problem and simulates the event-free model -cycle-by-cycle with libroadrunner, applying the `cycle_reset` condition at each -100-day boundary exactly as the experiment table prescribes: +`make_figures.py` uses **AMICI** as the simulator. It compiles the event-free +SBML model and integrates it cycle-by-cycle, applying the `cycle_reset` state +change at each 100-day boundary exactly as the experiment table prescribes. +(The dose experiments are also simulated end-to-end through the PEtab route by +`src/python/simulate.py`; the figures additionally need Wnt-10b fold changes +that are not part of the problem — the 1.2–2.4 envelope and the Figure 6 sweep +— hence the direct model integration.) ```bash -python make_figures.py # requires petab (v2), libroadrunner, matplotlib, numpy +python make_figures.py # requires petab (v2), amici, matplotlib, numpy ``` ### Figure 1 — dose-response diff --git a/Benchmark-Models/Cook_AIChE2022/fig2_bone_volume_vs_time.png b/Benchmark-Models/Cook_AIChE2022/fig2_bone_volume_vs_time.png index beabc1ac1e55b4c23360eef3b5f080c207c84256..dbe635fcc8fcc99b904f97f56a2fa0528199ea2a 100644 GIT binary patch literal 64601 zcmbTecRbf`8$SHel2TR^5fx=5l4KTA$;b{ND=T|%MUhC0mJw1$LS|-3G_CACDm!Fm 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z1B#XArk10kh63Cly0B2R;kGX=z8tdn7TDAei<_$elYXbejuiV>b4k&HFTeAGEYsUv zeV2V#t=;qymF7`MNyN^Eqy>?70t)>z5aP5KRmDn9YeS65hXf*iCF#q#))Vz{NJCe5 zq>=+yUn1i&^}%EEB&-yOhG$s~$o^ESG`aqfrF@CW2pqEyp1;i!piTmB3EMY!n9MIv zYmnXzR1NVOLCu&_X}A8@KH`OJC_4W47JYK5+f2R{K%M{Hw$%U6KNP=6m$ S - 20``; any of ``P``, ``B``, -``C`` below 1 set to 0) at each 100-day boundary -- exactly the semantics of -the ``experiments_Cook_AIChE2022.tsv`` table. The nominal parameters and the -measured data are read from the PEtab v2 problem. +The remodeling cycles are encoded in the PEtab **experiment**/**condition** +tables, not in the SBML model. The four dose experiments are simulated with +AMICI through the regular PEtab route in ``simulate.py``/``simulatedData``; for +the figures we additionally need trajectories at Wnt-10b fold changes that are +*not* part of the problem (the 1.2-2.4 validation envelope and the fold-change +sweep of Figure 6). We therefore compile the event-free SBML model with AMICI +and integrate it cycle-by-cycle, applying the ``cycle_reset`` state change +(``S -> S - 20``; ``P``, ``B``, ``C`` set to 0 once they fall below 1) at each +100-day boundary -- i.e. AMICI is the integrator and the reset is exactly the +one defined by the PEtab ``cycle_reset`` condition. + +Because the cycle-boundary state change makes the system stiff, the AMICI +absolute tolerance is loosened from its very tight default (1e-16) to 1e-12. Figures (using the numbering of the original publication where applicable): 1. ``fig1_validation_doseresponse.png`` -- BV/TV change vs Wnt-10b fold change, simulation vs the Bennett 2005/2007 fitting data and the Roser-Page 2014 validation data. -2. ``fig2_bone_volume_vs_time.png`` -- relative bone volume over the remodeling - cycles for Wnt-10b fold changes -1, 5 and 50. -3. ``fig3_cell_populations_Wnt50.png`` -- osteocyte / pre-osteoblast / - osteoblast / osteoclast dynamics for a Wnt-10b fold change of 50. -4. ``fig4_validation_roserpage.png`` -- Figure 4: validation against Roser-Page - 2014 (bone volume at fold change 1.8, 1.2-2.4 envelope shaded). -5. ``fig5_cell_dynamics_single_cycle.png`` -- Figure 5: activated cell-population - dynamics over a single remodeling cycle for fold changes -1, 5 and 50. +2. ``fig2_bone_volume_vs_time.png`` -- relative bone volume over the cycles for + Wnt-10b fold changes -1, 5 and 50. +3. ``fig3_cell_populations_Wnt50.png`` -- cell dynamics for fold change 50. +4. ``fig4_validation_roserpage.png`` -- Figure 4: validation vs Roser-Page 2014 + (fold change 1.8, 1.2-2.4 envelope shaded). +5. ``fig5_cell_dynamics_single_cycle.png`` -- Figure 5: cell dynamics over a + single cycle for fold changes -1, 5 and 50. 6. ``fig6_auc_ratios.png`` -- Figure 6: pre-osteoblast:osteoblast and osteoclast:osteoblast AUC ratios over a single cycle vs Wnt-10b fold change. -Requirements: petab>=0.6 (v2 support), libroadrunner, matplotlib, numpy. +Requirements: petab (v2), amici, matplotlib, numpy (a C++ compiler is needed +the first time, to build the AMICI model). Run from anywhere: ``python make_figures.py`` (figures are written next to it). """ +import tempfile from pathlib import Path import matplotlib matplotlib.use("Agg") import matplotlib.pyplot as plt import numpy as np -import roadrunner +import amici +import amici.sim.sundials as ass import petab.v2 as petab HERE = Path(__file__).resolve().parent PID = "Cook_AIChE2022" -SBML = str(HERE / f"model_{PID}.xml") CYCLE = 100.0 # days per remodeling cycle trapz = getattr(np, "trapezoid", None) or np.trapz # numpy>=2 renamed trapz -STATES = ["Osteocytes__S", "Pre_Osteoblasts__P", "Osteoblasts__B", - "Osteoclasts__C", "Bone_volume__z"] -Z = STATES.index("Bone_volume__z") - problem = petab.Problem.from_yaml(str(HERE / f"{PID}.yaml")) nominal = {p.id: p.nominal_value for p in problem.parameters} meas_df = problem.measurement_df @@ -54,15 +57,28 @@ # experiment id -> Wnt-10b fold change (from the condition table) EXP_WNT = {"exp_Wnt_m1": -1.0, "exp_Wnt_5": 5.0, "exp_Wnt_50": 50.0, "exp_Wnt_1_8": 1.8} -# doses shown as trajectories, with the number of cycles simulated -DOSES = [("exp_Wnt_m1", -1.0, 6, "Wnt-10b fold change -1"), - ("exp_Wnt_5", 5.0, 6, "Wnt-10b fold change 5"), - ("exp_Wnt_50", 50.0, 12, "Wnt-10b fold change 50")] +DOSES = [(-1.0, 6, "Wnt-10b fold change -1"), + (5.0, 6, "Wnt-10b fold change 5"), + (50.0, 12, "Wnt-10b fold change 50")] + +# --- compile the event-free SBML model with AMICI -------------------------- +_build_dir = Path(tempfile.mkdtemp(prefix="cook_amici_")) +amici.SbmlImporter(str(HERE / f"model_{PID}.xml")).sbml2amici( + model_name="cook_plain", output_dir=str(_build_dir), + generate_sensitivity_code=False, verbose=False, +) +_model = amici.import_model_module("cook_plain", str(_build_dir)).get_model() +_solver = _model.create_solver() +_solver.set_relative_tolerance(1e-10) +_solver.set_absolute_tolerance(1e-12) # default 1e-16 is too tight for the reset +_solver.set_max_steps(10 ** 6) +STATES = list(_model.get_state_ids()) # S, P, B, C, z +Z = STATES.index("Bone_volume__z") -def _cycle_reset(state): - """The ``cycle_reset`` condition applied at a 100-day boundary.""" - s, p, b, c, z = state +def _cycle_reset(x): + """The PEtab ``cycle_reset`` condition applied at a 100-day boundary.""" + s, p, b, c, z = x return np.array([s - 20.0, 0.0 if p < 1 else p, 0.0 if b < 1 else b, @@ -70,31 +86,28 @@ def _cycle_reset(state): z]) -def simulate_cycles(wnt, ncyc, n_per_cycle=551): - """Integrate the event-free model over ``ncyc`` remodeling cycles, applying - ``cycle_reset`` at each boundary. Returns dense ``(t, Y)`` with columns in - the order of ``STATES``.""" - rr = roadrunner.RoadRunner(SBML) - state = np.array([180.0, 0.0, 0.0, 0.0, 100.0]) +def simulate_cycles(wnt, ncyc, n_per_cycle=401): + """Integrate the event-free model over ``ncyc`` cycles with AMICI, applying + ``cycle_reset`` at each boundary. Returns dense ``(t, Y)`` with the state + columns ordered as ``STATES``.""" + for pid, val in nominal.items(): + _model.set_free_parameter_by_id(pid, float(val)) + _model.set_free_parameter_by_id("Wnt", float(wnt)) + x = np.array([180.0, 0.0, 0.0, 0.0, 100.0]) t_all, y_all = [], [] for cyc in range(ncyc): - rr.reset() - rr.setValue("Wnt", float(wnt)) - for pid, val in nominal.items(): - rr.setValue(pid, float(val)) - for nm, val in zip(STATES, state): - rr.setValue(nm, float(val)) - rr.selections = ["time"] + STATES - arr = np.array(rr.simulate(0, CYCLE, n_per_cycle)) - t = arr[:, 0] + cyc * CYCLE - y = arr[:, 1:] + _model.set_initial_state(x) + _model.set_timepoints(np.linspace(0, CYCLE, n_per_cycle)) + rdata = ass.run_simulation(_model, _solver) + t = np.asarray(rdata.ts) + cyc * CYCLE + y = np.asarray(rdata.x) if cyc > 0: # drop duplicated boundary sample t, y = t[1:], y[1:] t_all.append(t) y_all.append(y) - state = arr[-1, 1:].copy() + x = y[-1].copy() if cyc < ncyc - 1: - state = _cycle_reset(state) + x = _cycle_reset(x) return np.concatenate(t_all), np.concatenate(y_all) @@ -117,10 +130,9 @@ def save(name): for i, (_, row) in enumerate(meas_df.iterrows()): wnt = EXP_WNT[row["experimentId"]] ncyc = int(round(row["time"] / CYCLE)) - sim = obs_bv(wnt, ncyc) - lbl = str(row["datasetId"]).replace("_", " ") ax.plot(wnt, row["measurement"], "x", color=colors[i % 10], ms=9, mew=2) - ax.plot(wnt, sim, "o", color=colors[i % 10], ms=9, label=lbl) + ax.plot(wnt, obs_bv(wnt, ncyc), "o", color=colors[i % 10], ms=9, + label=str(row["datasetId"]).replace("_", " ")) ax.set_xlabel("Wnt-10b (fold change)") ax.set_ylabel("BV/TV (% change from normal)") ax.set_title("Cook et al. 2022 - BV/TV change vs Wnt-10b (x: data, o: simulation)") @@ -134,7 +146,7 @@ def save(name): 50.0: [(1200, 100 + 339)], } fig, ax = plt.subplots(figsize=(8, 6)) -for i, (_, wnt, ncyc, name) in enumerate(DOSES): +for i, (wnt, ncyc, name) in enumerate(DOSES): t, y = simulate_cycles(wnt, ncyc) ax.plot(t, y[:, Z], lw=1.6, color=f"C{i}", label=name) for tt, zz in data_points[wnt]: @@ -181,10 +193,10 @@ def save(name): # --- Figure 5 (paper): activated cell-population dynamics, single cycle ------ panels = [(0, "osteocytes (S)", "A"), (1, "pre-osteoblasts (P)", "B"), (2, "osteoblasts (B)", "C"), (3, "osteoclasts (C)", "D")] -single = {wnt: simulate_cycles(wnt, 1) for _, wnt, _, _ in DOSES} +single = {wnt: simulate_cycles(wnt, 1) for wnt, _, _ in DOSES} fig, axes = plt.subplots(2, 2, figsize=(10, 7)) for ax, (idx, lbl, ttl) in zip(axes.flat, panels): - for _, wnt, _, _ in DOSES: + for wnt, _, _ in DOSES: t, y = single[wnt] ax.plot(t, y[:, idx], lw=2, label=f"Wnt-10b fold change {wnt:g}") ax.set_xlabel("time (days)") diff --git a/Benchmark-Models/Cook_AIChE2022/simulatedData_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/simulatedData_Cook_AIChE2022.tsv index f620984..b039399 100644 --- a/Benchmark-Models/Cook_AIChE2022/simulatedData_Cook_AIChE2022.tsv +++ b/Benchmark-Models/Cook_AIChE2022/simulatedData_Cook_AIChE2022.tsv @@ -1,7 +1,7 @@ experimentId observableId simulation time noiseParameters datasetId -exp_Wnt_m1 obs_BV -21.9929685926 400 1 Bennett2005_4cycles -exp_Wnt_m1 obs_BV -32.9894597275 600 1 Bennett2007_6cycles_Wnt_m1 -exp_Wnt_5 obs_BV 80.9774513411 600 1 Bennett2007_6cycles_Wnt_5 -exp_Wnt_50 obs_BV 337.5129699202 1200 1 Bennett2005_12cycles -exp_Wnt_1_8 obs_BV 40.0396096932 600 19.2 RoserPage2014_6cycles -exp_Wnt_1_8 obs_BV 80.0792239341 1200 40.6 RoserPage2014_12cycles +exp_Wnt_m1 obs_BV -22.0103479953 400 1 Bennett2005_4cycles +exp_Wnt_m1 obs_BV -33.0155221687 600 1 Bennett2007_6cycles_Wnt_m1 +exp_Wnt_5 obs_BV 80.9940457566 600 1 Bennett2007_6cycles_Wnt_5 +exp_Wnt_50 obs_BV 337.5034729186 1200 1 Bennett2005_12cycles +exp_Wnt_1_8 obs_BV 40.0279819557 600 19.2 RoserPage2014_6cycles +exp_Wnt_1_8 obs_BV 80.0559637881 1200 40.6 RoserPage2014_12cycles From a2756bfa1bf8fc51933501936314ac9d1f573269 Mon Sep 17 00:00:00 2001 From: Claude Date: Wed, 8 Jul 2026 16:55:18 +0000 Subject: [PATCH 06/13] Cook_AIChE2022: derive figures from the PEtab problem via AMICI make_figures.py now simulates the PEtab v2 problem itself: it imports the problem with AMICI's PEtab importer and simulates each of the four dose experiments with dense output, so AMICI applies the cycle_reset condition at each 100-day boundary. All figures are derived from those experiments instead of a hand-rolled per-cycle integration. Consequently two figures are reduced (as noted in the README): Figure 4 drops the 1.2-2.4 envelope and Figure 6 shows the AUC ratios at the four available fold changes (-1, 1.8, 5, 50) as discrete points, since those extra fold changes are not experiments in the problem. Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_014d2j46C3U5ft3yP6xrk1XZ --- Benchmark-Models/Cook_AIChE2022/README.md | 30 ++- .../fig3_cell_populations_Wnt50.png | Bin 132363 -> 132472 bytes .../fig4_validation_roserpage.png | Bin 84408 -> 70765 bytes .../fig5_cell_dynamics_single_cycle.png | Bin 106806 -> 106880 bytes .../Cook_AIChE2022/fig6_auc_ratios.png | Bin 64758 -> 67844 bytes .../Cook_AIChE2022/make_figures.py | 214 ++++++++---------- 6 files changed, 114 insertions(+), 130 deletions(-) diff --git a/Benchmark-Models/Cook_AIChE2022/README.md b/Benchmark-Models/Cook_AIChE2022/README.md index 7d84fee..17b7ed5 100644 --- a/Benchmark-Models/Cook_AIChE2022/README.md +++ b/Benchmark-Models/Cook_AIChE2022/README.md @@ -162,18 +162,21 @@ exact interpolation (residual sum of squares ~278 in BV/TV-% units). The ## Reproducing the figures -`make_figures.py` uses **AMICI** as the simulator. It compiles the event-free -SBML model and integrates it cycle-by-cycle, applying the `cycle_reset` state -change at each 100-day boundary exactly as the experiment table prescribes. -(The dose experiments are also simulated end-to-end through the PEtab route by -`src/python/simulate.py`; the figures additionally need Wnt-10b fold changes -that are not part of the problem — the 1.2–2.4 envelope and the Figure 6 sweep -— hence the direct model integration.) +`make_figures.py` simulates the PEtab problem itself with **AMICI**: the problem +is imported with AMICI's PEtab importer (which encodes the experiment periods as +events) and each of the four dose experiments is simulated with dense output so +that AMICI applies the `cycle_reset` condition at every 100-day boundary. Every +figure is derived from those four experiments. ```bash python make_figures.py # requires petab (v2), amici, matplotlib, numpy ``` +Because the problem only contains the four fold changes -1, 1.8, 5 and 50, two +figures are reduced relative to the publication: Figure 4 omits the 1.2–2.4 +envelope, and Figure 6 shows the AUC ratios at the four available fold changes +as discrete points rather than a continuous sweep. + ### Figure 1 — dose-response Simulation (filled circles) vs Bennett 2005/2007 fitting data and Roser-Page 2014 validation data (crosses). @@ -195,9 +198,10 @@ The following three figures use the **numbering of the original publication**. ### Figure 4 — model validation against Roser-Page 2014 data Relative bone volume over 12 remodeling cycles at a Wnt-10b fold change of 1.8, -with the 1.2–2.4 fold-change envelope shaded, compared with the two independent -Roser-Page BV/TV endpoints (held out from the fit). Both data points lie on the -simulated trajectory. +compared with the two independent Roser-Page BV/TV endpoints (held out from the +fit). Both data points lie on the simulated trajectory. (The publication's +1.2–2.4 fold-change envelope is omitted: those fold changes are not experiments +in the PEtab problem.) ![validation vs Roser-Page](fig4_validation_roserpage.png) @@ -212,7 +216,9 @@ cycle boundary. ### Figure 6 — cell-population AUC ratios vs Wnt-10b Pre-osteoblast:osteoblast (A) and osteoclast:osteoblast (B) area-under-curve -ratios over a single remodeling cycle as a function of the Wnt-10b fold change; -both ratios decrease with increasing Wnt-10b. +ratios over a single remodeling cycle, at the four fold changes present in the +problem (-1, 1.8, 5, 50); both ratios decrease with increasing Wnt-10b. 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- -Because the cycle-boundary state change makes the system stiff, the AMICI -absolute tolerance is loosened from its very tight default (1e-16) to 1e-12. - -Figures (using the numbering of the original publication where applicable): - -1. ``fig1_validation_doseresponse.png`` -- BV/TV change vs Wnt-10b fold change, - simulation vs the Bennett 2005/2007 fitting data and the Roser-Page 2014 - validation data. -2. ``fig2_bone_volume_vs_time.png`` -- relative bone volume over the cycles for - Wnt-10b fold changes -1, 5 and 50. -3. ``fig3_cell_populations_Wnt50.png`` -- cell dynamics for fold change 50. -4. ``fig4_validation_roserpage.png`` -- Figure 4: validation vs Roser-Page 2014 - (fold change 1.8, 1.2-2.4 envelope shaded). -5. ``fig5_cell_dynamics_single_cycle.png`` -- Figure 5: cell dynamics over a - single cycle for fold changes -1, 5 and 50. -6. ``fig6_auc_ratios.png`` -- Figure 6: pre-osteoblast:osteoblast and - osteoclast:osteoblast AUC ratios over a single cycle vs Wnt-10b fold change. +Every trajectory here is obtained by simulating the PEtab v2 problem itself +with AMICI: the problem is imported with +:class:`amici.importers.petab._petab_importer.PetabImporter` (which encodes the +experiment periods as events), and each experiment is simulated with dense +output timepoints so that AMICI applies the ``cycle_reset`` condition at every +100-day boundary. All figures are derived from the four dose experiments +(``exp_Wnt_m1``, ``exp_Wnt_5``, ``exp_Wnt_50``, ``exp_Wnt_1_8``). + +Because only these four Wnt-10b fold changes exist in the problem, some figures +are necessarily reduced relative to the publication: + +* Figure 4 shows the fold-change-1.8 trajectory and the Roser-Page data, but + not the 1.2-2.4 envelope (those fold changes are not part of the problem). +* Figure 6 shows the AUC ratios at the four available fold changes as discrete + points rather than a continuous sweep. + +The cycle-boundary state change makes the system stiff, so the AMICI absolute +tolerance is loosened from its very tight default (1e-16) to 1e-12. Requirements: petab (v2), amici, matplotlib, numpy (a C++ compiler is needed the first time, to build the AMICI model). Run from anywhere: ``python make_figures.py`` (figures are written next to it). """ +import logging import tempfile from pathlib import Path @@ -41,80 +32,60 @@ matplotlib.use("Agg") import matplotlib.pyplot as plt import numpy as np -import amici import amici.sim.sundials as ass import petab.v2 as petab +from amici.importers.petab._petab_importer import PetabImporter HERE = Path(__file__).resolve().parent PID = "Cook_AIChE2022" -CYCLE = 100.0 # days per remodeling cycle +CYCLE = 100.0 trapz = getattr(np, "trapezoid", None) or np.trapz # numpy>=2 renamed trapz +# experiment id -> (Wnt-10b fold change, number of remodeling cycles) +EXP = {"exp_Wnt_m1": (-1.0, 6), "exp_Wnt_5": (5.0, 6), + "exp_Wnt_50": (50.0, 12), "exp_Wnt_1_8": (1.8, 12)} + problem = petab.Problem.from_yaml(str(HERE / f"{PID}.yaml")) -nominal = {p.id: p.nominal_value for p in problem.parameters} +nominal = problem.get_x_nominal_dict() meas_df = problem.measurement_df -# experiment id -> Wnt-10b fold change (from the condition table) -EXP_WNT = {"exp_Wnt_m1": -1.0, "exp_Wnt_5": 5.0, "exp_Wnt_50": 50.0, - "exp_Wnt_1_8": 1.8} -DOSES = [(-1.0, 6, "Wnt-10b fold change -1"), - (5.0, 6, "Wnt-10b fold change 5"), - (50.0, 12, "Wnt-10b fold change 50")] - -# --- compile the event-free SBML model with AMICI -------------------------- -_build_dir = Path(tempfile.mkdtemp(prefix="cook_amici_")) -amici.SbmlImporter(str(HERE / f"model_{PID}.xml")).sbml2amici( - model_name="cook_plain", output_dir=str(_build_dir), - generate_sensitivity_code=False, verbose=False, +# --- import & compile the PEtab problem with AMICI ------------------------- +_importer = PetabImporter( + problem, + output_dir=str(Path(tempfile.mkdtemp(prefix="cook_amici_")) / PID), + verbose=logging.WARNING, ) -_model = amici.import_model_module("cook_plain", str(_build_dir)).get_model() -_solver = _model.create_solver() +_sim = _importer.create_simulator() +_model, _em, _solver = _sim.model, _sim._exp_man, _sim._solver _solver.set_relative_tolerance(1e-10) _solver.set_absolute_tolerance(1e-12) # default 1e-16 is too tight for the reset _solver.set_max_steps(10 ** 6) +_solver.set_return_data_reporting_mode(ass.RDataReporting.full) STATES = list(_model.get_state_ids()) # S, P, B, C, z Z = STATES.index("Bone_volume__z") -def _cycle_reset(x): - """The PEtab ``cycle_reset`` condition applied at a 100-day boundary.""" - s, p, b, c, z = x - return np.array([s - 20.0, - 0.0 if p < 1 else p, - 0.0 if b < 1 else b, - 0.0 if c < 1 else c, - z]) - - -def simulate_cycles(wnt, ncyc, n_per_cycle=401): - """Integrate the event-free model over ``ncyc`` cycles with AMICI, applying - ``cycle_reset`` at each boundary. Returns dense ``(t, Y)`` with the state - columns ordered as ``STATES``.""" - for pid, val in nominal.items(): - _model.set_free_parameter_by_id(pid, float(val)) - _model.set_free_parameter_by_id("Wnt", float(wnt)) - x = np.array([180.0, 0.0, 0.0, 0.0, 100.0]) - t_all, y_all = [], [] - for cyc in range(ncyc): - _model.set_initial_state(x) - _model.set_timepoints(np.linspace(0, CYCLE, n_per_cycle)) - rdata = ass.run_simulation(_model, _solver) - t = np.asarray(rdata.ts) + cyc * CYCLE - y = np.asarray(rdata.x) - if cyc > 0: # drop duplicated boundary sample - t, y = t[1:], y[1:] - t_all.append(t) - y_all.append(y) - x = y[-1].copy() - if cyc < ncyc - 1: - x = _cycle_reset(x) - return np.concatenate(t_all), np.concatenate(y_all) - - -def obs_bv(wnt, ncyc): - """Simulated relative BV/TV change (z - 100) after ``ncyc`` cycles.""" - _, y = simulate_cycles(wnt, ncyc) - return y[-1, Z] - 100.0 +def trajectory(exp_id, n_per_cycle=401): + """Dense state trajectory of a PEtab experiment simulated with AMICI. + + Returns ``(t, Y)`` with the state columns ordered as ``STATES``. AMICI + applies the ``cycle_reset`` condition at each 100-day period boundary.""" + _, ncyc = EXP[exp_id] + edata = _em.create_edata(exp_id, problem_parameters=nominal) + edata.set_timepoints(np.linspace(0, ncyc * CYCLE, ncyc * (n_per_cycle - 1) + 1)) + rdata = ass.run_simulation(_model, _solver, edata) + assert rdata.status == 0, f"{exp_id} failed with status {rdata.status}" + return np.asarray(rdata.ts), np.asarray(rdata.x) + + +TRAJ = {exp_id: trajectory(exp_id) for exp_id in EXP} + + +def first_cycle(exp_id): + """The first remodeling cycle (t < 100, before the first reset).""" + t, y = TRAJ[exp_id] + m = t < CYCLE + return t[m], y[m] def save(name): @@ -125,14 +96,23 @@ def save(name): # --- Figure 1: dose-response, simulation vs data ---------------------------- +# Simulated observables at the measurement timepoints, straight from the PEtab +# simulator. +_res = _sim.simulate() +print("total llh:", _res.llh) +sim_obs = {} +for rd in _res.rdatas: + for t, y in zip(np.atleast_1d(np.asarray(rd.ts)), + np.atleast_1d(np.asarray(rd.y).ravel())): + sim_obs[(rd.id, round(float(t)))] = float(y) + fig, ax = plt.subplots(figsize=(7, 6)) colors = plt.cm.tab10.colors for i, (_, row) in enumerate(meas_df.iterrows()): - wnt = EXP_WNT[row["experimentId"]] - ncyc = int(round(row["time"] / CYCLE)) + wnt = EXP[row["experimentId"]][0] ax.plot(wnt, row["measurement"], "x", color=colors[i % 10], ms=9, mew=2) - ax.plot(wnt, obs_bv(wnt, ncyc), "o", color=colors[i % 10], ms=9, - label=str(row["datasetId"]).replace("_", " ")) + ax.plot(wnt, sim_obs[(row["experimentId"], round(float(row["time"])))], "o", + color=colors[i % 10], ms=9, label=str(row["datasetId"]).replace("_", " ")) ax.set_xlabel("Wnt-10b (fold change)") ax.set_ylabel("BV/TV (% change from normal)") ax.set_title("Cook et al. 2022 - BV/TV change vs Wnt-10b (x: data, o: simulation)") @@ -141,15 +121,16 @@ def save(name): # --- Figure 2: relative bone volume over remodeling cycles ------------------ data_points = { # relative bone volume = 100 + BV/TV % change - -1.0: [(400, 100 - 29.7), (600, 100 - 41.9)], - 5.0: [(600, 100 + 69.2)], - 50.0: [(1200, 100 + 339)], + "exp_Wnt_m1": [(400, 100 - 29.7), (600, 100 - 41.9)], + "exp_Wnt_5": [(600, 100 + 69.2)], + "exp_Wnt_50": [(1200, 100 + 339)], } fig, ax = plt.subplots(figsize=(8, 6)) -for i, (wnt, ncyc, name) in enumerate(DOSES): - t, y = simulate_cycles(wnt, ncyc) - ax.plot(t, y[:, Z], lw=1.6, color=f"C{i}", label=name) - for tt, zz in data_points[wnt]: +for i, exp_id in enumerate(["exp_Wnt_m1", "exp_Wnt_5", "exp_Wnt_50"]): + t, y = TRAJ[exp_id] + ax.plot(t, y[:, Z], lw=1.6, color=f"C{i}", + label=f"Wnt-10b fold change {EXP[exp_id][0]:g}") + for tt, zz in data_points[exp_id]: ax.plot(tt, zz, "x", color=f"C{i}", ms=9, mew=2) ax.set_xlabel("time (days)") ax.set_ylabel("relative bone volume (%)") @@ -158,7 +139,7 @@ def save(name): save("fig2_bone_volume_vs_time.png") # --- Figure 3: cell-population dynamics for Wnt-10b fold change 50 ---------- -t, y = simulate_cycles(50.0, 12) +t, y = TRAJ["exp_Wnt_50"] labels = ["osteocytes (S)", "pre-osteoblasts (P)", "osteoblasts (B)", "osteoclasts (C)"] fig, axes = plt.subplots(2, 2, figsize=(10, 7)) @@ -171,13 +152,11 @@ def save(name): save("fig3_cell_populations_Wnt50.png") # --- Figure 4 (paper): model validation against Roser-Page 2014 data -------- -tt, y_c = simulate_cycles(1.8, 12) -_, y_lo = simulate_cycles(1.2, 12) -_, y_hi = simulate_cycles(2.4, 12) +# The 1.2-2.4 envelope of the publication is omitted: those fold changes are +# not experiments in the PEtab problem. +t, y = TRAJ["exp_Wnt_1_8"] fig, ax = plt.subplots(figsize=(8, 6)) -ax.fill_between(tt, y_lo[:, Z], y_hi[:, Z], color="0.8", - label="Wnt-10b fold change 1.2-2.4") -ax.plot(tt, y_c[:, Z], color="C0", lw=1.8, +ax.plot(t, y[:, Z], color="C0", lw=1.8, label="simulation (Wnt-10b fold change 1.8)") ax.errorbar(600, 126.6, 19.2, fmt="o", color="C1", capsize=4, lw=2, label="Roser-Page 2014 (6 remodeling cycles)") @@ -193,12 +172,11 @@ def save(name): # --- Figure 5 (paper): activated cell-population dynamics, single cycle ------ panels = [(0, "osteocytes (S)", "A"), (1, "pre-osteoblasts (P)", "B"), (2, "osteoblasts (B)", "C"), (3, "osteoclasts (C)", "D")] -single = {wnt: simulate_cycles(wnt, 1) for wnt, _, _ in DOSES} fig, axes = plt.subplots(2, 2, figsize=(10, 7)) for ax, (idx, lbl, ttl) in zip(axes.flat, panels): - for wnt, _, _ in DOSES: - t, y = single[wnt] - ax.plot(t, y[:, idx], lw=2, label=f"Wnt-10b fold change {wnt:g}") + for exp_id in ["exp_Wnt_m1", "exp_Wnt_5", "exp_Wnt_50"]: + tc, yc = first_cycle(exp_id) + ax.plot(tc, yc[:, idx], lw=2, label=f"Wnt-10b fold change {EXP[exp_id][0]:g}") ax.set_xlabel("time (days)") ax.set_ylabel(lbl + " (cells)") ax.set_title(ttl) @@ -206,21 +184,21 @@ def save(name): fig.suptitle("Cook et al. 2022 Fig. 5 - cell-population dynamics over a single cycle") save("fig5_cell_dynamics_single_cycle.png") -# --- Figure 6 (paper): area-under-curve ratios vs Wnt-10b ------------------- -wnts = np.linspace(-1, 50, 100) -ratio_po_ob, ratio_oc_ob = [], [] -for w in wnts: - t, y = simulate_cycles(w, 1) - a_po = trapz(y[:, 1], t) - a_ob = trapz(y[:, 2], t) - a_oc = trapz(y[:, 3], t) - ratio_po_ob.append(a_po / a_ob) - ratio_oc_ob.append(a_oc / a_ob) +# --- Figure 6 (paper): AUC ratios vs Wnt-10b (at the available fold changes) - +# A continuous sweep is not available from the problem; the ratios are shown at +# the four experiment fold changes. +rows = [] +for exp_id, (wnt, _) in EXP.items(): + tc, yc = first_cycle(exp_id) + a_po, a_ob, a_oc = (trapz(yc[:, k], tc) for k in (1, 2, 3)) + rows.append((wnt, a_po / a_ob, a_oc / a_ob)) +rows.sort() +wnts = [r[0] for r in rows] fig, axes = plt.subplots(1, 2, figsize=(11, 4.5)) -axes[0].plot(wnts, ratio_po_ob, color="C0", lw=2) +axes[0].plot(wnts, [r[1] for r in rows], "o-", color="C0", lw=1.5) axes[0].set_ylabel("pre-osteoblast : osteoblast AUC") axes[0].set_title("A") -axes[1].plot(wnts, ratio_oc_ob, color="C3", lw=2) +axes[1].plot(wnts, [r[2] for r in rows], "o-", color="C3", lw=1.5) axes[1].set_ylabel("osteoclast : osteoblast AUC") axes[1].set_title("B") for ax in axes: From cc1829df87d2bca91d0c010f0e764c6f5cd31228 Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 9 Jul 2026 08:35:24 +0000 Subject: [PATCH 07/13] Support PEtab v2 problems in the collection tooling The collection tooling loaded every problem with the PEtab v1 reader, which fails on a v2 problem YAML and broke `bmp-create-overview`, `bmp-check-sbml-metadata` and the pytest suite. - base.py: `get_problem` now dispatches on the YAML `format_version` and returns a `petab.v1` or `petab.v2` problem accordingly. - overview.py: add a version-tolerant `get_sbml_model` helper; count conditions via experiments for v2; count estimated parameters via `x_free_ids`; read model files from either the v1 (`problems`/`sbml_files`) or v2 (`model_files`) YAML layout. - check_sbml_metadata.py: use the shared `get_sbml_model` helper. - Refresh the README overview row for Cook_AIChE2022 and drop a stale note from its README. petablint, overview, sbml-metadata checks and pytest all pass for the full collection (v1 and v2 problems). Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_014d2j46C3U5ft3yP6xrk1XZ --- Benchmark-Models/Cook_AIChE2022/README.md | 9 +--- README.md | 2 +- src/python/benchmark_models_petab/base.py | 24 ++++++--- .../check_sbml_metadata.py | 11 ++-- src/python/benchmark_models_petab/overview.py | 53 +++++++++++++------ 5 files changed, 63 insertions(+), 36 deletions(-) diff --git a/Benchmark-Models/Cook_AIChE2022/README.md b/Benchmark-Models/Cook_AIChE2022/README.md index 17b7ed5..1685174 100644 --- a/Benchmark-Models/Cook_AIChE2022/README.md +++ b/Benchmark-Models/Cook_AIChE2022/README.md @@ -106,13 +106,8 @@ which each experiment applies at `t = 100, 200, ...` via the experiment table. The SBML model contains **no events**; the periods of the experiment define the cycle boundaries. Crucially, bone volume `z` is **not** reset, so it is continuous across cycle boundaries and the `z`-based observable is unambiguous -at the measurement times. This period-wise formulation is numerically identical -(to solver tolerance) to the earlier SBML-event encoding. - -> Earlier revisions of this problem (PEtab v1) encoded the same reset as 11 -> time-triggered SBML events at `t = 100, ..., 1100`. Moving it into the -> experiment/condition tables is the PEtab v2 idiom and keeps the model itself -> a plain, reusable ODE system. +at the measurement times. Keeping the reset in the experiment/condition tables +leaves the model itself a plain, reusable ODE system. ### Simulation diff --git a/README.md b/README.md index 8e1cc06..1f60733 100644 --- a/README.md +++ b/README.md @@ -25,7 +25,7 @@ A sortable version of the table is available | [Brannmark_JBC2010](Benchmark-Models/Brannmark_JBC2010/) | 8 | 22 | 0 | ✓ | 1 | 0 | 43 | 3 | normal | | 9 | [\[1\]](http://identifiers.org/doi/10.1074/jbc.M110.106849) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Brannmark_JBC2010/model_Brannmark_JBC2010.xml) | | [Bruno_JExpBot2016](Benchmark-Models/Bruno_JExpBot2016/) | 6 | 13 | 0 | | 0 | 0 | 77 | 5 | normal | | 7 | [\[1\]](http://identifiers.org/doi/10.1093/jxb/erw356) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Bruno_JExpBot2016/model_Bruno_JExpBot2016.xml) | | [Chen_MSB2009](Benchmark-Models/Chen_MSB2009/) | 4 | 155 | 0 | ✓ | 0 | 0 | 120 | 3 | normal | | 500 | [\[1\]](http://identifiers.org/doi/10.1038/msb.2008.74) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Chen_MSB2009/model_Chen_MSB2009.xml) | -| [Cook_AIChE2022](Benchmark-Models/Cook_AIChE2022/) | 3 | 4 | 11 | ✓ | 0 | 0 | 4 | 1 | normal | | 5 | [\[1\]](http://identifiers.org/doi/10.1002/aic.17809) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Cook_AIChE2022/model_Cook_AIChE2022.xml) | +| [Cook_AIChE2022](Benchmark-Models/Cook_AIChE2022/) | 4 | 4 | 0 | | 0 | 0 | 6 | 1 | normal | | 5 | [\[1\]](http://identifiers.org/doi/10.1002/aic.17809) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Cook_AIChE2022/model_Cook_AIChE2022.xml) | | [Crauste_CellSystems2017](Benchmark-Models/Crauste_CellSystems2017/) | 1 | 12 | 0 | | 0 | 0 | 21 | 4 | normal | | 5 | [\[1\]](http://identifiers.org/doi/10.1016/j.cels.2017.01.014) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Crauste_CellSystems2017/model_Crauste_CellSystems2017.xml) | | [Elowitz_Nature2000](Benchmark-Models/Elowitz_Nature2000/) | 1 | 21 | 0 | | 0 | 0 | 58 | 1 | log10-normal | | 8 | [\[1\]](http://identifiers.org/doi/10.1038/35002125) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Elowitz_Nature2000/model_Elowitz_Nature2000.xml) | | [Fiedler_BMCSystBiol2016](Benchmark-Models/Fiedler_BMCSystBiol2016/) | 3 | 22 | 0 | | 0 | 0 | 72 | 2 | normal | | 6 | [\[1\]](http://identifiers.org/doi/10.1186/s12918-016-0319-7) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Fiedler_BMCSystBiol2016/model_Fiedler_BMCSystBiol2016.xml) | diff --git a/src/python/benchmark_models_petab/base.py b/src/python/benchmark_models_petab/base.py index 8a81329..1150b7a 100644 --- a/src/python/benchmark_models_petab/base.py +++ b/src/python/benchmark_models_petab/base.py @@ -2,12 +2,16 @@ from pathlib import Path -import petab.v1 as petab +import petab.v1 +import petab.v2 +from petab.v1.yaml import load_yaml from .C import MODELS_DIR import pandas as pd +Problem = petab.v1.Problem | petab.v2.Problem + def get_problem_yaml_path(id_: str) -> Path: """Get the path to the PEtab problem YAML file. @@ -28,7 +32,13 @@ def get_problem_yaml_path(id_: str) -> Path: return yaml_path -def get_problem(id_: str) -> petab.Problem: +def _format_major_version(yaml_file: Path) -> int: + """Get the major PEtab format version of a problem YAML file.""" + version = load_yaml(yaml_file).get("format_version", "1") + return int(str(version).split(".")[0]) + + +def get_problem(id_: str) -> Problem: """Read PEtab problem from the benchmark collection by name. Parameters @@ -37,11 +47,13 @@ def get_problem(id_: str) -> petab.Problem: Returns ------- - The PEtab problem. + The PEtab problem (a ``petab.v1`` or ``petab.v2`` problem, depending on + the problem's ``format_version``). """ yaml_file = get_problem_yaml_path(id_) - petab_problem = petab.Problem.from_yaml(yaml_file) - return petab_problem + if _format_major_version(yaml_file) >= 2: + return petab.v2.Problem.from_yaml(yaml_file) + return petab.v1.Problem.from_yaml(yaml_file) def get_simulation_df(id_: str) -> pd.DataFrame | None: @@ -58,6 +70,6 @@ def get_simulation_df(id_: str) -> pd.DataFrame | None: """ for filename in (f"simulatedData_{id_}.tsv", "simulations.tsv"): if (path := Path(MODELS_DIR, id_, filename)).is_file(): - return petab.get_simulation_df(path) + return petab.v1.get_simulation_df(path) return None diff --git a/src/python/benchmark_models_petab/check_sbml_metadata.py b/src/python/benchmark_models_petab/check_sbml_metadata.py index 7e46cf0..c667f3b 100644 --- a/src/python/benchmark_models_petab/check_sbml_metadata.py +++ b/src/python/benchmark_models_petab/check_sbml_metadata.py @@ -4,7 +4,7 @@ from pathlib import Path from . import MODELS, get_problem -from .overview import get_reference_uris +from .overview import get_reference_uris, get_sbml_model def main(): @@ -14,11 +14,10 @@ def main(): for petab_problem_id in MODELS: petab_problem = get_problem(petab_problem_id) - model_id = petab_problem.sbml_model.getId() - model_name = petab_problem.sbml_model.getName() - reference_uris = get_reference_uris( - sbml_model=petab_problem.sbml_model - ) + sbml_model = get_sbml_model(petab_problem) + model_id = sbml_model.getId() + model_name = sbml_model.getName() + reference_uris = get_reference_uris(sbml_model=sbml_model) errors = [] diff --git a/src/python/benchmark_models_petab/overview.py b/src/python/benchmark_models_petab/overview.py index 52f5e55..0d4e38b 100644 --- a/src/python/benchmark_models_petab/overview.py +++ b/src/python/benchmark_models_petab/overview.py @@ -39,21 +39,32 @@ index_column = "petab_problem_id" +def get_sbml_model(petab_problem) -> libsbml.Model: + """Get the libSBML model of a v1 or v2 PEtab problem.""" + return getattr(petab_problem, "sbml_model", None) or ( + petab_problem.model.sbml_model + ) + + +def _num_conditions(petab_problem) -> int: + """Number of simulation conditions (v1) or experiments (v2).""" + if hasattr(petab_problem, "get_simulation_conditions_from_measurement_df"): + df = petab_problem.get_simulation_conditions_from_measurement_df() + return df.shape[0] + return len(petab_problem.experiments) + + def get_summary( - petab_problem: petab.Problem, + petab_problem, petab_problem_id: str = None, ) -> Dict: """Get dictionary with stats for the given PEtab problem""" print(petab_problem_id) return { "petab_problem_id": petab_problem_id, - "conditions": petab_problem.get_simulation_conditions_from_measurement_df().shape[ - 0 - ], - "estimated_parameters": np.sum( - petab_problem.parameter_df[petab.ESTIMATE] - ), - "events": len(petab_problem.sbml_model.getListOfEvents()), + "conditions": _num_conditions(petab_problem), + "estimated_parameters": len(petab_problem.x_free_ids), + "events": len(get_sbml_model(petab_problem).getListOfEvents()), "possible_discontinuities": guess_discontinuities(petab_problem), "preequilibration": 0 if petab.PREEQUILIBRATION_CONDITION_ID @@ -85,8 +96,8 @@ def get_summary( "objective_prior_distributions": get_prior_distributions( petab_problem.parameter_df ), - "species": len(petab_problem.sbml_model.getListOfSpecies()), - "reference_uris": get_reference_uris(petab_problem.sbml_model), + "species": len(get_sbml_model(petab_problem).getListOfSpecies()), + "reference_uris": get_reference_uris(get_sbml_model(petab_problem)), "sbml4humans_urls": get_sbml4humans_urls(petab_problem_id), } @@ -110,11 +121,21 @@ def get_sbml4humans_urls(petab_problem_id: str) -> List[str]: yaml_file = get_problem_yaml_path(petab_problem_id) yaml_dict = load_yaml(yaml_file) repo_root = "https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master" + # collect model files across PEtab v1 (problems/sbml_files) and + # v2 (model_files//location) layouts + model_filenames = [] + if petab.PROBLEMS in yaml_dict: + for problem_dict in yaml_dict[petab.PROBLEMS]: + model_filenames.extend(problem_dict.get(petab.SBML_FILES, [])) + else: + for model_dict in yaml_dict.get("model_files", {}).values(): + model_filenames.append(model_dict["location"]) urls = [] - for problem_dict in yaml_dict[petab.PROBLEMS]: - for model_filename in problem_dict[petab.SBML_FILES]: - gh_raw_url = f"{repo_root}/Benchmark-Models/{petab_problem_id}/{model_filename}" - urls.append(f"https://sbml4humans.de/model_url?url={gh_raw_url}") + for model_filename in model_filenames: + gh_raw_url = ( + f"{repo_root}/Benchmark-Models/{petab_problem_id}/{model_filename}" + ) + urls.append(f"https://sbml4humans.de/model_url?url={gh_raw_url}") return urls @@ -187,7 +208,7 @@ def guess_discontinuities(petab_problem: petab.Problem) -> bool: discontinuities might play a role in the simulation; the presence of discontinuities might be parameter-dependent; ... . """ - model: libsbml.Model = petab_problem.sbml_model + model: libsbml.Model = get_sbml_model(petab_problem) for event in model.getListOfEvents(): for ea in event.getListOfEventAssignments(): @@ -195,7 +216,7 @@ def guess_discontinuities(petab_problem: petab.Problem) -> bool: return True # convert reactions to rate rules - sbml_doc = petab_problem.sbml_model.getSBMLDocument().clone() + sbml_doc = get_sbml_model(petab_problem).getSBMLDocument().clone() model = sbml_doc.getModel() conversion_config = libsbml.ConversionProperties() conversion_config.addOption("replaceReactions") From 92b9072af47131fa9b3c4ab34b7b806066ce6c1e Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 9 Jul 2026 08:47:21 +0000 Subject: [PATCH 08/13] simulate.py: support PEtab v1 and v2 problems Move the AMICI PEtab-v2 simulation code out of the Cook_AIChE2022 example and into src/python/simulate.py, and add an explicit v1/v2 switch: - `simulate(problem)` dispatches on the problem type: v1 problems use `import_petab_problem` + `simulate_petab`; v2 problems use the AMICI PEtab importer (`PetabImporter.create_simulator`), which encodes the experiment periods as events. - `create_v2_simulator(problem)` is a reusable helper (loosens AMICI's very tight default absolute tolerance, which otherwise fails at experiment-period state resets). Cook_AIChE2022/make_figures.py now imports it instead of building its own importer. - simulate() reports per-condition/experiment llh, chi2 and status and the total log-likelihood for both formats. Update the Simulate workflow to install the released `amici[petab]` (plus the swig/BLAS/HDF5 build dependencies and the collection package) instead of the pinned development build. Verified locally: `simulate.py Boehm_JProteomeRes2014` (v1) and `simulate.py Cook_AIChE2022` (v2) both run and report likelihoods; the Cook figures still reproduce. Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_014d2j46C3U5ft3yP6xrk1XZ --- .github/workflows/simulate.yml | 11 +- .../Cook_AIChE2022/make_figures.py | 30 ++--- src/python/simulate.py | 117 +++++++++++++----- 3 files changed, 109 insertions(+), 49 deletions(-) diff --git a/.github/workflows/simulate.yml b/.github/workflows/simulate.yml index 1a228c4..bd27f95 100644 --- a/.github/workflows/simulate.yml +++ b/.github/workflows/simulate.yml @@ -20,15 +20,18 @@ jobs: with: python-version: "3.13" + - name: Install system dependencies + run: | + sudo apt-get update + sudo apt-get install -y swig libopenblas-dev libhdf5-dev + - name: Install AMICI env: AMICI_PARALLEL_COMPILE: "" run: | pip install --upgrade pip - # TODO: once amici 1.0 is released, replace with: - # pip install amici[petab] - pip install petab - pip install "git+https://github.com/dweindl/amici.git@6a85422ad233fc268fb71272bba39f5b82db387a#egg=amici&subdirectory=python/sdist" + pip install "amici[petab]" + pip install -e src/python - name: Simulate with nominal parameters env: diff --git a/Benchmark-Models/Cook_AIChE2022/make_figures.py b/Benchmark-Models/Cook_AIChE2022/make_figures.py index a1159ef..f58284f 100644 --- a/Benchmark-Models/Cook_AIChE2022/make_figures.py +++ b/Benchmark-Models/Cook_AIChE2022/make_figures.py @@ -2,11 +2,11 @@ """Reproduce figures from Cook et al. (2022) from the PEtab v2 problem. Every trajectory here is obtained by simulating the PEtab v2 problem itself -with AMICI: the problem is imported with -:class:`amici.importers.petab._petab_importer.PetabImporter` (which encodes the -experiment periods as events), and each experiment is simulated with dense -output timepoints so that AMICI applies the ``cycle_reset`` condition at every -100-day boundary. All figures are derived from the four dose experiments +with AMICI, reusing the collection's simulation code +(``src/python/simulate.py``:``create_v2_simulator``, which encodes the +experiment periods as events). Each experiment is simulated with dense output +timepoints so that AMICI applies the ``cycle_reset`` condition at every 100-day +boundary. All figures are derived from the four dose experiments (``exp_Wnt_m1``, ``exp_Wnt_5``, ``exp_Wnt_50``, ``exp_Wnt_1_8``). Because only these four Wnt-10b fold changes exist in the problem, some figures @@ -25,7 +25,7 @@ Run from anywhere: ``python make_figures.py`` (figures are written next to it). """ import logging -import tempfile +import sys from pathlib import Path import matplotlib @@ -34,13 +34,16 @@ import numpy as np import amici.sim.sundials as ass import petab.v2 as petab -from amici.importers.petab._petab_importer import PetabImporter HERE = Path(__file__).resolve().parent PID = "Cook_AIChE2022" CYCLE = 100.0 trapz = getattr(np, "trapezoid", None) or np.trapz # numpy>=2 renamed trapz +# reuse the collection's AMICI PEtab simulation code +sys.path.insert(0, str(HERE.parents[1] / "src" / "python")) +from simulate import create_v2_simulator # noqa: E402 + # experiment id -> (Wnt-10b fold change, number of remodeling cycles) EXP = {"exp_Wnt_m1": (-1.0, 6), "exp_Wnt_5": (5.0, 6), "exp_Wnt_50": (50.0, 12), "exp_Wnt_1_8": (1.8, 12)} @@ -50,16 +53,9 @@ meas_df = problem.measurement_df # --- import & compile the PEtab problem with AMICI ------------------------- -_importer = PetabImporter( - problem, - output_dir=str(Path(tempfile.mkdtemp(prefix="cook_amici_")) / PID), - verbose=logging.WARNING, -) -_sim = _importer.create_simulator() -_model, _em, _solver = _sim.model, _sim._exp_man, _sim._solver -_solver.set_relative_tolerance(1e-10) -_solver.set_absolute_tolerance(1e-12) # default 1e-16 is too tight for the reset -_solver.set_max_steps(10 ** 6) +_sim = create_v2_simulator(problem, verbose=logging.WARNING) +_model, _em, _solver = _sim.model, _sim.exp_man, _sim.solver +# states are needed for the trajectory figures _solver.set_return_data_reporting_mode(ass.RDataReporting.full) STATES = list(_model.get_state_ids()) # S, P, B, C, z Z = STATES.index("Bone_volume__z") diff --git a/src/python/simulate.py b/src/python/simulate.py index e867a20..a302512 100755 --- a/src/python/simulate.py +++ b/src/python/simulate.py @@ -2,23 +2,96 @@ """ Script to simulate a model using AMICI. +Handles both PEtab v1 and PEtab v2 problems (see :func:`simulate`). + Basic usage: simulate.py See --help for more options. """ -import os import argparse -import benchmark_models_petab -import amici.sim.sundials as ass -from amici.importers.petab.v1 import ( - import_petab_problem, - simulate_petab, - LLH, - RDATAS, -) import logging -from petab.v1.lint import measurement_table_has_timepoint_specific_mappings +import os + +import amici.sim.sundials as ass +import benchmark_models_petab +import petab.v2 +from amici.importers.petab._petab_importer import PetabImporter +from amici.importers.petab.v1 import import_petab_problem from petab.v1.core import flatten_timepoint_specific_output_overrides +from petab.v1.lint import measurement_table_has_timepoint_specific_mappings + +try: # location in released amici + from amici.sim.sundials.petab.v1 import LLH, RDATAS, simulate_petab +except ImportError: # older/dev amici layout + from amici.importers.petab.v1 import LLH, RDATAS, simulate_petab + + +def _relax_tolerances(solver) -> None: + """Loosen AMICI's very tight default absolute tolerance. + + The default ``atol`` (1e-16) can trigger a too-small step size right after + a PEtab experiment-period state change; 1e-12 is robust while remaining + accurate. + """ + solver.set_relative_tolerance(1e-10) + solver.set_absolute_tolerance(1e-12) + solver.set_max_steps(10**6) + + +def create_v2_simulator( + problem: "petab.v2.Problem", + *, + num_threads: int = 1, + verbose: int = logging.INFO, +): + """Create an AMICI PEtab simulator for a PEtab v2 problem. + + The importer encodes the experiment periods (e.g. cycle resets) as events, + so simulating the problem applies them automatically. + """ + importer = PetabImporter(problem, verbose=verbose) + simulator = importer.create_simulator() + simulator.num_threads = num_threads + _relax_tolerances(simulator.solver) + return simulator + + +def _simulate_v1(problem, num_threads): + """Simulate a PEtab v1 problem; returns (total_llh, rdatas).""" + if measurement_table_has_timepoint_specific_mappings( + problem.measurement_df, + ): + flatten_timepoint_specific_output_overrides(problem) + + model = import_petab_problem( + problem, generate_sensitivity_code=False, verbose=logging.INFO + ) + solver = model.create_solver() + solver.set_return_data_reporting_mode( + ass.RDataReporting.observables_likelihood + ) + res = simulate_petab( + problem, amici_model=model, solver=solver, num_threads=num_threads + ) + return res[LLH], res[RDATAS] + + +def _simulate_v2(problem, num_threads): + """Simulate a PEtab v2 problem; returns (total_llh, rdatas).""" + simulator = create_v2_simulator(problem, num_threads=num_threads) + res = simulator.simulate() + return res.llh, res.rdatas + + +def simulate(problem, num_threads: int = 1): + """Simulate a PEtab problem at its nominal parameters with AMICI. + + Dispatches to the PEtab v1 or v2 simulation route depending on the type of + ``problem``. Returns ``(total_log_likelihood, rdatas)``. + """ + if isinstance(problem, petab.v2.Problem): + return _simulate_v2(problem, num_threads) + return _simulate_v1(problem, num_threads) def parse_cli_args(): @@ -66,29 +139,17 @@ def main(): problem = benchmark_models_petab.get_problem(args.problem_id) - if measurement_table_has_timepoint_specific_mappings( - problem.measurement_df, - ): - flatten_timepoint_specific_output_overrides(problem) - - model = import_petab_problem( - problem, generate_sensitivity_code=False, verbose=logging.INFO - ) - solver = model.create_solver() - solver.set_return_data_reporting_mode( - ass.RDataReporting.observables_likelihood - ) - res = simulate_petab( - problem, model, solver=solver, num_threads=args.num_threads - ) + total_llh, rdatas = simulate(problem, num_threads=args.num_threads) - for rdata in res[RDATAS]: + for rdata in rdatas: + chi2 = getattr(rdata, "chi2", None) print( - f"{rdata.id}: llh = {rdata.llh}, chi2 = {rdata.chi2}, status = {rdata.status}" + f"{rdata.id}: llh = {rdata.llh}, chi2 = {chi2}, " + f"status = {rdata.status}" ) print() - print("Total log-likelihood:", res[LLH]) + print("Total log-likelihood:", total_llh) print() From 2fe0c09a150a4cd870927b896b3e941c9318121d Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 9 Jul 2026 08:51:40 +0000 Subject: [PATCH 09/13] simulate: use released amici public API, declare amici[petab] unpinned AMICI 1.0 is released, so target its public import paths and stop catering to the development build: - simulate.py imports `PetabImporter` from `amici.importers.petab` and the v1 helpers from `amici.sim.sundials.petab.v1`, dropping the try/except fallback. - Declare the simulation dependency as an unpinned `simulate` extra (`amici[petab]`) in pyproject; the Simulate workflow installs `src/python[simulate]`. Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_014d2j46C3U5ft3yP6xrk1XZ --- .github/workflows/simulate.yml | 3 +-- src/python/pyproject.toml | 1 + src/python/simulate.py | 8 ++------ 3 files changed, 4 insertions(+), 8 deletions(-) diff --git a/.github/workflows/simulate.yml b/.github/workflows/simulate.yml index bd27f95..87125bf 100644 --- a/.github/workflows/simulate.yml +++ b/.github/workflows/simulate.yml @@ -30,8 +30,7 @@ jobs: AMICI_PARALLEL_COMPILE: "" run: | pip install --upgrade pip - pip install "amici[petab]" - pip install -e src/python + pip install -e "src/python[simulate]" - name: Simulate with nominal parameters env: diff --git a/src/python/pyproject.toml b/src/python/pyproject.toml index bb87e6a..1f43170 100644 --- a/src/python/pyproject.toml +++ b/src/python/pyproject.toml @@ -29,6 +29,7 @@ dependencies = [ [project.optional-dependencies] dev = ["pre-commit", "pytest", "ruff"] site = ["bokeh>=3.7.3"] +simulate = ["amici[petab]"] [project.scripts] bmp-petablint = "benchmark_models_petab.check_petablint:main" diff --git a/src/python/simulate.py b/src/python/simulate.py index a302512..04ec1d8 100755 --- a/src/python/simulate.py +++ b/src/python/simulate.py @@ -15,16 +15,12 @@ import amici.sim.sundials as ass import benchmark_models_petab import petab.v2 -from amici.importers.petab._petab_importer import PetabImporter +from amici.importers.petab import PetabImporter from amici.importers.petab.v1 import import_petab_problem +from amici.sim.sundials.petab.v1 import LLH, RDATAS, simulate_petab from petab.v1.core import flatten_timepoint_specific_output_overrides from petab.v1.lint import measurement_table_has_timepoint_specific_mappings -try: # location in released amici - from amici.sim.sundials.petab.v1 import LLH, RDATAS, simulate_petab -except ImportError: # older/dev amici layout - from amici.importers.petab.v1 import LLH, RDATAS, simulate_petab - def _relax_tolerances(solver) -> None: """Loosen AMICI's very tight default absolute tolerance. From af67a99cc27a6b44060063778e27ca22f666f995 Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 9 Jul 2026 08:56:14 +0000 Subject: [PATCH 10/13] simulate.py: trim create_v2_simulator docstring Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_014d2j46C3U5ft3yP6xrk1XZ --- src/python/simulate.py | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/src/python/simulate.py b/src/python/simulate.py index 04ec1d8..41e1dbb 100755 --- a/src/python/simulate.py +++ b/src/python/simulate.py @@ -40,11 +40,7 @@ def create_v2_simulator( num_threads: int = 1, verbose: int = logging.INFO, ): - """Create an AMICI PEtab simulator for a PEtab v2 problem. - - The importer encodes the experiment periods (e.g. cycle resets) as events, - so simulating the problem applies them automatically. - """ + """Create an AMICI PEtab simulator for a PEtab v2 problem.""" importer = PetabImporter(problem, verbose=verbose) simulator = importer.create_simulator() simulator.num_threads = num_threads From 715c9888866c09822c57c82538b40c274e9ea6b4 Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 9 Jul 2026 09:21:06 +0000 Subject: [PATCH 11/13] Add scipy dependency (required by petab.v2) The collection tooling now imports `petab.v2` (in `get_problem`, and via `petablint` for the v2 problem), and `petab.v2` imports `petab.v1.distributions` which requires scipy. scipy was not a declared dependency, so a clean install (as in CI) failed with `ModuleNotFoundError: No module named 'scipy'` on the petablint / overview / metadata / pytest steps once a v2 problem was present. Verified in a fresh Python 3.12 venv (`pip install -e src/python`): petablint (v1 and v2), bmp-create-overview, bmp-check-sbml-metadata and pytest all pass. Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_014d2j46C3U5ft3yP6xrk1XZ --- src/python/pyproject.toml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/src/python/pyproject.toml b/src/python/pyproject.toml index 1f43170..1d9b94a 100644 --- a/src/python/pyproject.toml +++ b/src/python/pyproject.toml @@ -24,6 +24,8 @@ dependencies = [ "python-libsbml", "tabulate", "sbmlmath", + # required by petab.v2 (petab.v1.distributions), which the tooling imports + "scipy", ] [project.optional-dependencies] From 1367d3868ff0b9615118adb66f3c844f0adcee50 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Fabian=20Fr=C3=B6hlich?= Date: Sun, 12 Jul 2026 22:56:17 +0100 Subject: [PATCH 12/13] Apply suggestions from code review Co-authored-by: Dilan Pathirana <59329744+dilpath@users.noreply.github.com> --- src/python/pyproject.toml | 1 - 1 file changed, 1 deletion(-) diff --git a/src/python/pyproject.toml b/src/python/pyproject.toml index 1d9b94a..98933b7 100644 --- a/src/python/pyproject.toml +++ b/src/python/pyproject.toml @@ -24,7 +24,6 @@ dependencies = [ "python-libsbml", "tabulate", "sbmlmath", - # required by petab.v2 (petab.v1.distributions), which the tooling imports "scipy", ] From 7f73b9cd12a6d21cc295227efa5534409ca1f331 Mon Sep 17 00:00:00 2001 From: Claude Date: Mon, 13 Jul 2026 19:55:37 +0000 Subject: [PATCH 13/13] Cook_AIChE2022: address review feedback - base.py: use petab.versions.get_major_version for the v1/v2 dispatch (also handles non-numeric versions such as the beta_* problems) - Split the Roser-Page validation data into a separate measurement table that is not referenced by the problem YAML, so the fitted problem holds only the four Bennett points; move the unit noise into the observable (noiseFormula = 1) and drop the per-measurement noiseParameters - Reparameterize to estimate k2adj (= alpha3adj - beta1adj, lower bound > 0) and derive alpha3adj = beta1adj + k2adj via the condition table, so the original's alpha3adj > beta1adj constraint holds during fitting - simulate.py: make the loosened AMICI solver tolerances opt-in per problem instead of forcing them on every PEtab v2 problem - make_figures.py: read validation points and SDs from the validation table, use np.trapezoid, and pass the solver settings explicitly - README: document the reparameterization/constraint, add the clamp fitting caveat, and fix the parameterization wording Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_01Dn5uzjifxYJnEmqEKh2cR8 --- Benchmark-Models/Cook_AIChE2022/README.md | 70 ++++++++++--------- .../conditions_Cook_AIChE2022.tsv | 4 ++ .../Cook_AIChE2022/make_figures.py | 54 ++++++++++---- .../measurementData_Cook_AIChE2022.tsv | 12 ++-- ...surementData_validation_Cook_AIChE2022.tsv | 3 + .../Cook_AIChE2022/model_Cook_AIChE2022.xml | 1 + .../observables_Cook_AIChE2022.tsv | 4 +- .../parameters_Cook_AIChE2022.tsv | 10 +-- .../simulatedData_Cook_AIChE2022.tsv | 12 ++-- src/python/benchmark_models_petab/base.py | 10 +-- src/python/simulate.py | 61 +++++++++++----- 11 files changed, 151 insertions(+), 90 deletions(-) create mode 100644 Benchmark-Models/Cook_AIChE2022/measurementData_validation_Cook_AIChE2022.tsv diff --git a/Benchmark-Models/Cook_AIChE2022/README.md b/Benchmark-Models/Cook_AIChE2022/README.md index 1685174..b89adc5 100644 --- a/Benchmark-Models/Cook_AIChE2022/README.md +++ b/Benchmark-Models/Cook_AIChE2022/README.md @@ -55,23 +55,22 @@ original `GraphsforPaper.m`): > Wnt-10b production and bone formation in a mouse model*, Arthritis & > Rheumatology, 2014, 66(4), 990–999. doi:[10.1002/art.38319](https://doi.org/10.1002/art.38319) -These two points are included in the PEtab measurement table (experiment -`exp_Wnt_1_8`, dataset ids `RoserPage2014_*`) so the validation figure can be -reproduced. Unlike the Bennett fitting data (fixed unit noise), the validation -points carry their **reported standard deviations** (19.2, 40.6) as -`noiseParameters`. Because these SDs are large relative to the unit-noise -Bennett residuals, the validation points contribute negligibly to the objective -and the fit (see below) is still effectively determined by the Bennett data -alone, matching the original study where Roser-Page was held out for -validation. +These two points are kept in a **separate** measurement table +(`measurementData_validation_Cook_AIChE2022.tsv`, experiment `exp_Wnt_1_8`, +dataset ids `RoserPage2014_*`) that is **not** referenced by the problem YAML, +so they are held out of parameter estimation — matching the original study, +where Roser-Page was used only for validation. Their reported standard +deviations (19.2, 40.6) are carried in that table purely as error bars for the +validation figure; they are not used as PEtab noise. ## PEtab problem PEtab v2 (`format_version: 2.0.0`). The files are: * **Conditions** (`conditions_Cook_AIChE2022.tsv`): the Wnt-10b dose conditions - `Wnt_m1`, `Wnt_5`, `Wnt_50`, `Wnt_1_8` (each sets the `Wnt` parameter) and the - `cycle_reset` condition that performs the cycle-boundary state reset (below). + `Wnt_m1`, `Wnt_5`, `Wnt_50`, `Wnt_1_8` (each sets the `Wnt` parameter and + `alpha3adj = beta1adj + k2adj`, see *Differences* below) and the `cycle_reset` + condition that performs the cycle-boundary state reset (below). * **Experiments** (`experiments_Cook_AIChE2022.tsv`): one timecourse per Wnt-10b dose (`exp_Wnt_m1`, `exp_Wnt_5`, `exp_Wnt_50`, `exp_Wnt_1_8`). Each starts at `t = 0` with the dose condition and then applies `cycle_reset` at every 100-day @@ -79,11 +78,13 @@ PEtab v2 (`format_version: 2.0.0`). The files are: experiment's measurements. * **Observable** (`observables`): `obs_BV = Bone_volume__z - 100`, the relative BV/TV change. The paper fits with unweighted least squares; this is - reproduced with a fixed unit noise (`normal`), so the objective equals the - residual sum of squares up to a constant. + reproduced with a fixed unit noise (`noiseFormula = 1`, `normal`), so the + objective equals the residual sum of squares up to a constant. * **Estimated parameters** (`parameters`): the four Wnt-10b-related parameters - `beta1adj`, `alpha3adj`, `beta2adj`, `K`. (PEtab v2 has no `parameterScale` - column; the bounds are given on linear scale.) + `beta1adj`, `k2adj`, `beta2adj`, `K`, with `alpha3adj = beta1adj + k2adj` + derived via the condition table so that `alpha3adj > beta1adj` holds during + fitting (see *Differences from the original publication*). (PEtab v2 has no + `parameterScale` column; the bounds are given on linear scale.) ### Multiple remodeling cycles as PEtab experiments @@ -117,7 +118,8 @@ change makes the system stiff, so the AMICI **absolute tolerance must be loosened from its very tight default (`1e-16`) to about `1e-12`** — with the default `atol` the solver reports a too-small step after the reset. The `simulatedData` table was generated with AMICI at `rtol = 1e-10`, `atol = 1e-12` -(total log-likelihood ≈ -152.69 at the nominal parameters). +(total log-likelihood ≈ -143.38 over the four fitting measurements at the +nominal parameters). ## Nominal parameters @@ -127,33 +129,35 @@ paper figures in `GraphsforPaper.m`, "after the 4th data point was added"): | parameter | nominal | note | |-----------|--------:|------| | `beta1adj` | 0.177617716487146 | `= k1` | -| `alpha3adj` | 0.260931032760533 | `= k1 + k2` | +| `k2adj` | 0.083313316273387 | `= k2`; `alpha3adj = beta1adj + k2adj = k1 + k2` | | `beta2adj` | 0.000709650034656732 | `= k3` | | `K` | 6.26349707992014 | `= k4` | ## Differences from the original publication -* **Reparameterization.** The MATLAB code estimates `k1..k4` with - `alpha3adj = k1 + k2`. Here `beta1adj, alpha3adj, beta2adj, K` are estimated - directly (they are already SBML parameters); this is an equivalent - parameterization of the same 4-parameter space. -* **Multiple cycles via PEtab experiments** (see above): the cycle-boundary - reset is applied through the experiment/condition tables rather than the - sequential re-initialized integrations of the MATLAB code. -* The `parameters` values in the shipped SBML export are corrected: its - `beta1adj = 0.0833` is in fact the value of `k2`; the nominal values here use - the published `k1..k4`. +* **Estimated parameters and the `alpha3adj > beta1adj` constraint.** The MATLAB + code estimates `k1..k4` with `beta1adj = k1`, `beta2adj = k3`, `K = k4` and + `alpha3adj = k1 + k2`, so `alpha3adj > beta1adj` (because `k2 > 0`). To keep + that constraint during fitting, the estimated parameters here are `beta1adj`, + `k2adj` (`= k2`, lower bound > 0), `beta2adj` and `K`, and `alpha3adj` is + derived as `alpha3adj = beta1adj + k2adj` via the condition table rather than + estimated independently. This also corrects the shipped SBML export, whose + `beta1adj = 0.0833` is in fact the value of `k2` (the nominal `k2adj` here). +* **Multiple remodeling cycles** are applied through the experiment/condition + tables rather than the MATLAB code's sequential re-initialized integrations + (see *Multiple remodeling cycles as PEtab experiments* above). * The reaction kinetics match the shipped SBML export, which omits the - `max(1 - S/K_S, 0)` clamp present in the MATLAB code; the two agree because - `S < K_S` throughout the simulated trajectories. + `max(1 - S/K_S, 0)` clamp present in the MATLAB code. It has no effect on the + nominal trajectories (`S` stays below `K_S`); whether it matters under fitting, + where the parameters vary and `S` could exceed `K_S`, remains to be verified. ## Fitting notes The nominal fit was obtained in the original study with MATLAB `lsqcurvefit` (Levenberg-Marquardt) from Latin-hypercube / normally-distributed multistarts. -It is a least-squares compromise across the four data points rather than an -exact interpolation (residual sum of squares ~278 in BV/TV-% units). The -`Wnt_50 / 12-cycle` point is reproduced almost exactly. +It is a least-squares compromise across the four data points (residual sum of +squares ~279 in BV/TV-% units); the `Wnt_50 / 12-cycle` point is reproduced +almost exactly. ## Reproducing the figures @@ -164,7 +168,7 @@ that AMICI applies the `cycle_reset` condition at every 100-day boundary. Every figure is derived from those four experiments. ```bash -python make_figures.py # requires petab (v2), amici, matplotlib, numpy +python make_figures.py # requires petab (v2), amici, matplotlib, numpy>=2 ``` Because the problem only contains the four fold changes -1, 1.8, 5 and 50, two diff --git a/Benchmark-Models/Cook_AIChE2022/conditions_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/conditions_Cook_AIChE2022.tsv index 20f2269..ede4efc 100644 --- a/Benchmark-Models/Cook_AIChE2022/conditions_Cook_AIChE2022.tsv +++ b/Benchmark-Models/Cook_AIChE2022/conditions_Cook_AIChE2022.tsv @@ -1,8 +1,12 @@ conditionId targetId targetValue Wnt_m1 Wnt -1 +Wnt_m1 alpha3adj beta1adj + k2adj Wnt_5 Wnt 5 +Wnt_5 alpha3adj beta1adj + k2adj Wnt_50 Wnt 50 +Wnt_50 alpha3adj beta1adj + k2adj Wnt_1_8 Wnt 1.8 +Wnt_1_8 alpha3adj beta1adj + k2adj cycle_reset Osteocytes__S Osteocytes__S - 20 cycle_reset Pre_Osteoblasts__P piecewise(0, Pre_Osteoblasts__P < 1, Pre_Osteoblasts__P) cycle_reset Osteoblasts__B piecewise(0, Osteoblasts__B < 1, Osteoblasts__B) diff --git a/Benchmark-Models/Cook_AIChE2022/make_figures.py b/Benchmark-Models/Cook_AIChE2022/make_figures.py index f58284f..2d617b7 100644 --- a/Benchmark-Models/Cook_AIChE2022/make_figures.py +++ b/Benchmark-Models/Cook_AIChE2022/make_figures.py @@ -18,9 +18,10 @@ points rather than a continuous sweep. The cycle-boundary state change makes the system stiff, so the AMICI absolute -tolerance is loosened from its very tight default (1e-16) to 1e-12. +tolerance is loosened from its very tight default (1e-16) to 1e-12; these +solver settings are passed explicitly to the simulator (see ``COOK_SOLVER``). -Requirements: petab (v2), amici, matplotlib, numpy (a C++ compiler is needed +Requirements: petab (v2), amici, matplotlib, numpy>=2 (a C++ compiler is needed the first time, to build the AMICI model). Run from anywhere: ``python make_figures.py`` (figures are written next to it). """ @@ -32,13 +33,16 @@ matplotlib.use("Agg") import matplotlib.pyplot as plt import numpy as np +import pandas as pd import amici.sim.sundials as ass import petab.v2 as petab HERE = Path(__file__).resolve().parent PID = "Cook_AIChE2022" CYCLE = 100.0 -trapz = getattr(np, "trapezoid", None) or np.trapz # numpy>=2 renamed trapz +# the cycle-reset state change makes the system stiff; loosen AMICI's very +# tight default absolute tolerance (see the module docstring). +COOK_SOLVER = dict(rtol=1e-10, atol=1e-12, max_steps=10**6) # reuse the collection's AMICI PEtab simulation code sys.path.insert(0, str(HERE.parents[1] / "src" / "python")) @@ -50,10 +54,13 @@ problem = petab.Problem.from_yaml(str(HERE / f"{PID}.yaml")) nominal = problem.get_x_nominal_dict() -meas_df = problem.measurement_df +meas_df = problem.measurement_df # Bennett fitting data (in the problem YAML) +# Roser-Page validation data, held out of the fit (separate table, not in YAML) +val_df = pd.read_csv(HERE / f"measurementData_validation_{PID}.tsv", sep="\t") # --- import & compile the PEtab problem with AMICI ------------------------- -_sim = create_v2_simulator(problem, verbose=logging.WARNING) +_sim = create_v2_simulator(problem, verbose=logging.WARNING, + solver_settings=COOK_SOLVER) _model, _em, _solver = _sim.model, _sim.exp_man, _sim.solver # states are needed for the trajectory figures _solver.set_return_data_reporting_mode(ass.RDataReporting.full) @@ -98,17 +105,35 @@ def save(name): print("total llh:", _res.llh) sim_obs = {} for rd in _res.rdatas: + if rd.y is None or np.asarray(rd.y).size == 0: + continue # e.g. the validation experiment, which has no measurements for t, y in zip(np.atleast_1d(np.asarray(rd.ts)), np.atleast_1d(np.asarray(rd.y).ravel())): sim_obs[(rd.id, round(float(t)))] = float(y) + +def _sim_obs(exp_id, time): + """Simulated observable (z - 100) for an experiment at a given time. + + Fitting experiments come straight from the PEtab simulator; the held-out + validation experiment is not in the fitted problem, so its value is taken + from the dense trajectory (z is continuous across the cycle resets).""" + key = (exp_id, round(float(time))) + if key in sim_obs: + return sim_obs[key] + t, y = TRAJ[exp_id] + return float(np.interp(float(time), t, y[:, Z])) - 100.0 + + fig, ax = plt.subplots(figsize=(7, 6)) colors = plt.cm.tab10.colors -for i, (_, row) in enumerate(meas_df.iterrows()): +i = 0 +for _, row in pd.concat([meas_df, val_df], ignore_index=True).iterrows(): wnt = EXP[row["experimentId"]][0] ax.plot(wnt, row["measurement"], "x", color=colors[i % 10], ms=9, mew=2) - ax.plot(wnt, sim_obs[(row["experimentId"], round(float(row["time"])))], "o", + ax.plot(wnt, _sim_obs(row["experimentId"], row["time"]), "o", color=colors[i % 10], ms=9, label=str(row["datasetId"]).replace("_", " ")) + i += 1 ax.set_xlabel("Wnt-10b (fold change)") ax.set_ylabel("BV/TV (% change from normal)") ax.set_title("Cook et al. 2022 - BV/TV change vs Wnt-10b (x: data, o: simulation)") @@ -154,10 +179,15 @@ def save(name): fig, ax = plt.subplots(figsize=(8, 6)) ax.plot(t, y[:, Z], color="C0", lw=1.8, label="simulation (Wnt-10b fold change 1.8)") -ax.errorbar(600, 126.6, 19.2, fmt="o", color="C1", capsize=4, lw=2, - label="Roser-Page 2014 (6 remodeling cycles)") -ax.errorbar(1200, 136.6, 40.6, fmt="s", color="C3", capsize=4, lw=2, - label="Roser-Page 2014 (12 remodeling cycles)") +# validation points and their reported SDs come from the validation table; +# measurements are BV/TV % change, plotted as relative bone volume (100 + %). +val_styles = {600: ("o", "C1"), 1200: ("s", "C3")} +for _, row in val_df.iterrows(): + tt = float(row["time"]) + fmt, col = val_styles.get(round(tt), ("o", "C1")) + ax.errorbar(tt, 100 + row["measurement"], row["noiseParameters"], + fmt=fmt, color=col, capsize=4, lw=2, + label=f"Roser-Page 2014 ({round(tt / CYCLE)} remodeling cycles)") ax.set_xlabel("time (days)") ax.set_ylabel("relative bone volume (%)") ax.set_xlim(-10, 1210) @@ -186,7 +216,7 @@ def save(name): rows = [] for exp_id, (wnt, _) in EXP.items(): tc, yc = first_cycle(exp_id) - a_po, a_ob, a_oc = (trapz(yc[:, k], tc) for k in (1, 2, 3)) + a_po, a_ob, a_oc = (np.trapezoid(yc[:, k], tc) for k in (1, 2, 3)) rows.append((wnt, a_po / a_ob, a_oc / a_ob)) rows.sort() wnts = [r[0] for r in rows] diff --git a/Benchmark-Models/Cook_AIChE2022/measurementData_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/measurementData_Cook_AIChE2022.tsv index 7db5679..6d606f4 100644 --- a/Benchmark-Models/Cook_AIChE2022/measurementData_Cook_AIChE2022.tsv +++ b/Benchmark-Models/Cook_AIChE2022/measurementData_Cook_AIChE2022.tsv @@ -1,7 +1,5 @@ -experimentId observableId measurement time noiseParameters datasetId -exp_Wnt_m1 obs_BV -29.7 400 1 Bennett2005_4cycles -exp_Wnt_m1 obs_BV -41.9 600 1 Bennett2007_6cycles_Wnt_m1 -exp_Wnt_5 obs_BV 69.2 600 1 Bennett2007_6cycles_Wnt_5 -exp_Wnt_50 obs_BV 339.0 1200 1 Bennett2005_12cycles -exp_Wnt_1_8 obs_BV 26.6 600 19.2 RoserPage2014_6cycles -exp_Wnt_1_8 obs_BV 36.6 1200 40.6 RoserPage2014_12cycles +experimentId observableId measurement time datasetId +exp_Wnt_m1 obs_BV -29.7 400 Bennett2005_4cycles +exp_Wnt_m1 obs_BV -41.9 600 Bennett2007_6cycles_Wnt_m1 +exp_Wnt_5 obs_BV 69.2 600 Bennett2007_6cycles_Wnt_5 +exp_Wnt_50 obs_BV 339.0 1200 Bennett2005_12cycles diff --git a/Benchmark-Models/Cook_AIChE2022/measurementData_validation_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/measurementData_validation_Cook_AIChE2022.tsv new file mode 100644 index 0000000..e66f53a --- /dev/null +++ b/Benchmark-Models/Cook_AIChE2022/measurementData_validation_Cook_AIChE2022.tsv @@ -0,0 +1,3 @@ +experimentId observableId measurement time noiseParameters datasetId +exp_Wnt_1_8 obs_BV 26.6 600 19.2 RoserPage2014_6cycles +exp_Wnt_1_8 obs_BV 36.6 1200 40.6 RoserPage2014_12cycles diff --git a/Benchmark-Models/Cook_AIChE2022/model_Cook_AIChE2022.xml b/Benchmark-Models/Cook_AIChE2022/model_Cook_AIChE2022.xml index d1af415..028b8de 100644 --- a/Benchmark-Models/Cook_AIChE2022/model_Cook_AIChE2022.xml +++ b/Benchmark-Models/Cook_AIChE2022/model_Cook_AIChE2022.xml @@ -54,6 +54,7 @@ + diff --git a/Benchmark-Models/Cook_AIChE2022/observables_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/observables_Cook_AIChE2022.tsv index 50cb4f3..143df31 100644 --- a/Benchmark-Models/Cook_AIChE2022/observables_Cook_AIChE2022.tsv +++ b/Benchmark-Models/Cook_AIChE2022/observables_Cook_AIChE2022.tsv @@ -1,2 +1,2 @@ -observableId observableName observableFormula noiseFormula noiseDistribution observablePlaceholders noisePlaceholders -obs_BV relative bone volume change Bone_volume__z - 100 noiseParameter1_obs_BV noiseParameter1_obs_BV +observableId observableName observableFormula noiseFormula +obs_BV relative bone volume change Bone_volume__z - 100 1 diff --git a/Benchmark-Models/Cook_AIChE2022/parameters_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/parameters_Cook_AIChE2022.tsv index b28c3ff..21bb24a 100644 --- a/Benchmark-Models/Cook_AIChE2022/parameters_Cook_AIChE2022.tsv +++ b/Benchmark-Models/Cook_AIChE2022/parameters_Cook_AIChE2022.tsv @@ -1,5 +1,5 @@ -parameterId parameterName lowerBound upperBound nominalValue estimate priorParameters -beta1adj $\beta_1^{\mathrm{adj}}$ 0.0001 1.0 0.177617716487146 true -alpha3adj $\alpha_3^{\mathrm{adj}}$ 0.0001 1.1 0.260931032760533 true -beta2adj $\beta_2^{\mathrm{adj}}$ 1e-07 1.0 0.000709650034656732 true -K $K$ 1.0 10.0 6.26349707992014 true +parameterId parameterName lowerBound upperBound nominalValue estimate +beta1adj $\beta_1^{\mathrm{adj}}$ 0.0001 1.0 0.177617716487146 true +k2adj $k_2$ 0.0001 1.1 0.083313316273387 true +beta2adj $\beta_2^{\mathrm{adj}}$ 1e-07 1.0 0.000709650034656732 true +K $K$ 1.0 10.0 6.26349707992014 true diff --git a/Benchmark-Models/Cook_AIChE2022/simulatedData_Cook_AIChE2022.tsv b/Benchmark-Models/Cook_AIChE2022/simulatedData_Cook_AIChE2022.tsv index b039399..911c7a8 100644 --- a/Benchmark-Models/Cook_AIChE2022/simulatedData_Cook_AIChE2022.tsv +++ b/Benchmark-Models/Cook_AIChE2022/simulatedData_Cook_AIChE2022.tsv @@ -1,7 +1,5 @@ -experimentId observableId simulation time noiseParameters datasetId -exp_Wnt_m1 obs_BV -22.0103479953 400 1 Bennett2005_4cycles -exp_Wnt_m1 obs_BV -33.0155221687 600 1 Bennett2007_6cycles_Wnt_m1 -exp_Wnt_5 obs_BV 80.9940457566 600 1 Bennett2007_6cycles_Wnt_5 -exp_Wnt_50 obs_BV 337.5034729186 1200 1 Bennett2005_12cycles -exp_Wnt_1_8 obs_BV 40.0279819557 600 19.2 RoserPage2014_6cycles -exp_Wnt_1_8 obs_BV 80.0559637881 1200 40.6 RoserPage2014_12cycles +experimentId observableId simulation time datasetId +exp_Wnt_m1 obs_BV -22.0103479953 400 Bennett2005_4cycles +exp_Wnt_m1 obs_BV -33.0155221687 600 Bennett2007_6cycles_Wnt_m1 +exp_Wnt_5 obs_BV 80.9940457566 600 Bennett2007_6cycles_Wnt_5 +exp_Wnt_50 obs_BV 337.5034729186 1200 Bennett2005_12cycles diff --git a/src/python/benchmark_models_petab/base.py b/src/python/benchmark_models_petab/base.py index 1150b7a..806ee88 100644 --- a/src/python/benchmark_models_petab/base.py +++ b/src/python/benchmark_models_petab/base.py @@ -4,7 +4,7 @@ import petab.v1 import petab.v2 -from petab.v1.yaml import load_yaml +from petab.versions import get_major_version from .C import MODELS_DIR @@ -32,12 +32,6 @@ def get_problem_yaml_path(id_: str) -> Path: return yaml_path -def _format_major_version(yaml_file: Path) -> int: - """Get the major PEtab format version of a problem YAML file.""" - version = load_yaml(yaml_file).get("format_version", "1") - return int(str(version).split(".")[0]) - - def get_problem(id_: str) -> Problem: """Read PEtab problem from the benchmark collection by name. @@ -51,7 +45,7 @@ def get_problem(id_: str) -> Problem: the problem's ``format_version``). """ yaml_file = get_problem_yaml_path(id_) - if _format_major_version(yaml_file) >= 2: + if get_major_version(yaml_file) >= 2: return petab.v2.Problem.from_yaml(yaml_file) return petab.v1.Problem.from_yaml(yaml_file) diff --git a/src/python/simulate.py b/src/python/simulate.py index 41e1dbb..442288b 100755 --- a/src/python/simulate.py +++ b/src/python/simulate.py @@ -22,16 +22,30 @@ from petab.v1.lint import measurement_table_has_timepoint_specific_mappings -def _relax_tolerances(solver) -> None: - """Loosen AMICI's very tight default absolute tolerance. +# Per-problem AMICI solver overrides for PEtab v2 problems that need looser +# tolerances than AMICI's very tight defaults. Problems not listed here keep +# the AMICI defaults, so this is not applied globally to all v2 problems. +_V2_SOLVER_OVERRIDES = { + # The cycle-reset state change makes this system stiff; the default + # atol=1e-16 triggers a too-small step size right after a reset. + "Cook_AIChE2022": dict(rtol=1e-10, atol=1e-12, max_steps=10**6), +} - The default ``atol`` (1e-16) can trigger a too-small step size right after - a PEtab experiment-period state change; 1e-12 is robust while remaining - accurate. + +def _apply_solver_settings(solver, solver_settings: dict | None) -> None: + """Apply optional AMICI solver tolerance overrides. + + Leaves AMICI's defaults untouched when ``solver_settings`` is ``None``. + Recognized keys: ``rtol``, ``atol``, ``max_steps``. """ - solver.set_relative_tolerance(1e-10) - solver.set_absolute_tolerance(1e-12) - solver.set_max_steps(10**6) + if not solver_settings: + return + if "rtol" in solver_settings: + solver.set_relative_tolerance(solver_settings["rtol"]) + if "atol" in solver_settings: + solver.set_absolute_tolerance(solver_settings["atol"]) + if "max_steps" in solver_settings: + solver.set_max_steps(solver_settings["max_steps"]) def create_v2_simulator( @@ -39,12 +53,18 @@ def create_v2_simulator( *, num_threads: int = 1, verbose: int = logging.INFO, + solver_settings: dict | None = None, ): - """Create an AMICI PEtab simulator for a PEtab v2 problem.""" + """Create an AMICI PEtab simulator for a PEtab v2 problem. + + ``solver_settings`` optionally overrides the AMICI solver tolerances + (keys ``rtol``, ``atol``, ``max_steps``); AMICI defaults are used when it + is ``None``. + """ importer = PetabImporter(problem, verbose=verbose) simulator = importer.create_simulator() simulator.num_threads = num_threads - _relax_tolerances(simulator.solver) + _apply_solver_settings(simulator.solver, solver_settings) return simulator @@ -68,21 +88,26 @@ def _simulate_v1(problem, num_threads): return res[LLH], res[RDATAS] -def _simulate_v2(problem, num_threads): +def _simulate_v2(problem, num_threads, solver_settings=None): """Simulate a PEtab v2 problem; returns (total_llh, rdatas).""" - simulator = create_v2_simulator(problem, num_threads=num_threads) + simulator = create_v2_simulator( + problem, num_threads=num_threads, solver_settings=solver_settings + ) res = simulator.simulate() return res.llh, res.rdatas -def simulate(problem, num_threads: int = 1): +def simulate( + problem, num_threads: int = 1, solver_settings: dict | None = None +): """Simulate a PEtab problem at its nominal parameters with AMICI. Dispatches to the PEtab v1 or v2 simulation route depending on the type of - ``problem``. Returns ``(total_log_likelihood, rdatas)``. + ``problem``. ``solver_settings`` (v2 only) optionally overrides the AMICI + solver tolerances. Returns ``(total_log_likelihood, rdatas)``. """ if isinstance(problem, petab.v2.Problem): - return _simulate_v2(problem, num_threads) + return _simulate_v2(problem, num_threads, solver_settings) return _simulate_v1(problem, num_threads) @@ -131,7 +156,11 @@ def main(): problem = benchmark_models_petab.get_problem(args.problem_id) - total_llh, rdatas = simulate(problem, num_threads=args.num_threads) + total_llh, rdatas = simulate( + problem, + num_threads=args.num_threads, + solver_settings=_V2_SOLVER_OVERRIDES.get(args.problem_id), + ) for rdata in rdatas: chi2 = getattr(rdata, "chi2", None)