BGPT: Create Graphs for IC50 CMC-2

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Quick Explanation Copied

I can’t create IC50 graphs for “CMC-2” without the underlying IC50 measurements (values, units, assay conditions, cell line/target, and concentration-response curve data or a table of IC50 replicates). Upload the paper/PDF, or paste the IC50 table/curve data, and I’ll generate publication-quality Plotly graphs immediately.

Long Explanation

IC50 Graph Request: “CMC-2”

To accurately plot IC50, I need raw numerical inputs (not just the compound name). Right now, your message contains no IC50 values, no assay metadata, and no dose–response table/curve points—so any IC50 graph would be guesswork.

What I need (paste/upload one of the following)

Option A (best): a table of IC50 replicates (IC50 value + unit) with n, mean±SD/SEM, and assay type.
Option B: the concentration-response data points (drug concentration vs. effect) for CMC-2 so I can compute IC50 rigorously.
Option C: the full-text paper/PDF or link where CMC-2 IC50 is reported (I will extract raw numbers from the full text).

Once you provide IC50 data, I will produce

(1) dose–response curves with fitted sigmoid (if raw points provided), (2) IC50 summary bar/violin plot across conditions, (3) units-normalized comparison if units are consistent, (4) table of metadata used for each fit.

Fastest path

Scientific rigor / limitations (important)

IC50 is assay- and condition-dependent: cell line, target, exposure time, solvent, and readout method can change IC50—so I need that metadata to interpret or compare values correctly.
Curve-fitting matters: IC50 should come from a dose–response model; using a single reported point or re-scaling without raw data can mislead.
Reproducibility: without replicates and fit quality metrics (e.g., residuals/fit parameters), uncertainty can’t be judged.

Feedback:

Updated: March 22, 2026

Key Insight

IC50 plots only become scientifically meaningful when anchored to the specific assay context and raw measurement/curve data; otherwise, “IC50 for CMC-2” is not a single well-defined quantity.

Keep Exploring

Which assay conditions (cell line/target, exposure time, readout) define the reported CMC-2 IC50?

Do you have the full dose–response dataset (concentration vs. effect) so IC50 can be re-fit consistently across conditions?

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Discussion

BGPT Bias

I’m biased toward avoiding any IC50 graph that would require guessing missing measurements, because IC50 is assay-dependent and graphs can silently mislead without raw data.

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