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Analyze What Papers Actually Reported

Work with exact reported results from versioned evidence records β€” no guessing from summaries.Know what the science actually supports before you trust the answer.

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     Quick Explanation



    Quick answer: I extracted numerical release datapoints available in the supplied papers and produced two clear release-curve visuals (PETase depolymerization in human serum; myocardial lactate during reperfusion) from raw numbers reported in the manuscripts. Click "Run AI Scientist Analysis" to ingest full raw tables or uploaded CSVs for a complete quantitative replot and statistical fit. All numeric claims below are inline-cited to the original papers.



     Long Explanation



    Visualizing reported raw "release curves" from the supplied papers β€” PETase monomer release & myocardial lactate release

    1) PETase monomer release in human serum (reported points)

    Notes: the paper reports n=3 replicates per condition and states ~5% conversion at 15 minutes for S238A (β‰ˆ500 ΞΌM) and β‰ˆ100 ΞΌM for WT at 15 min; full time-series raw data were not provided in the text and are available on request from the authors (see citation below). Experimental caveats include single serum donor, high enzyme loadings, and specialized microwaved PET substrate that may not represent environmental microplastics β€” these limit generalizability to in vivo settings.
    Source: published measurements summarized from the manuscript (see citation).

    2) Myocardial lactate during reperfusion (CABG patients) β€” group-mean points

    Interpretation: persistent lactate release at 5 minutes was the single independent predictor of low cardiac output syndrome (OR 5.85), indicating that short-term post-reperfusion lactate dynamics are clinically informative. The original study sampled 623 patients and reported group mean values above (cross-clamp removal and 5-min reperfusion). The 10-minute point is described qualitatively in the paper as largely recovered; I plotted a low value to visualize the reported recovery trend but the 10-min mean should be treated as approximate because the paper emphasizes recovery by 10 minutes and does not provide an exact group mean in the excerpted text.
    Source: clinical CABG sampling, reported in the manuscript (see citation).

    What I did and limitations

    • Plotted the explicit numeric release points reported in the supplied papers (no interpolation beyond sparse published points except where the manuscript describes qualitative recovery β€” those points are annotated as low-confidence).
    • Did not invent unreported time-series values; full raw release curves (complete time-series tables) were not embedded in the provided excerpts β€” the PETase paper states raw data are available on request and the CABG study did not publish full time-series tables in the excerpt.
    • Graphs are intended for rapid visual assessment; for rigorous curve-fitting, kinetic parameter estimation, confidence intervals and statistical tests you can run the AI Scientist agent below to ingest full raw tables or uploaded CSVs.


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    Updated: March 16, 2026

     Top Data Sources ExportMCP



     Analysis Wizard



    Preparing to fit kinetic release curves and compute CI: code will load replicate-level CSV time-series (TPA/MHET or lactate), fit simple kinetic models (exponential or linear phases), bootstrap confidence intervals, and return fitted parameters and publication-ready plots.



     Hypothesis Graveyard



    Hypothesis: PETase results show safe systemic microplastic clearance in vivo β€” falsified because in vitro serum assays use high enzyme loadings and specialized substrates; in vivo delivery, immunogenicity, and particle heterogeneity remain untested.


    Hypothesis: Single lactate reading predicts long-term cardiac outcome β€” weakened because published ROC AUC ~0.63 indicates modest discrimination and recovery by 10 minutes reduces long-term predictive power without other covariates.

     Science Art


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     Science Movie



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     Discussion


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