BCA / Bradford Standard Curve Calculator
Assay Preset
Standard Data ?
One standard per line: concentration (µg/mL), then absorbance replicates separated by commas or tabs.
Unknown Samples ?
One sample per line: name, absorbance replicates. Add dilution factor as last value with 'x' prefix (e.g. x10).
Curve Model
Auto
Linear
Quadratic
4PL
Outlier Threshold (%CV)
Concentration Unit
—
R²
Enter standards and fit curve
—
Model
—
Standards
—
Unknowns
—
RMSE
Standard Curve Validation
Conc.Mean Abs%CVBack-calcRecovery %Flag
Unknown Sample Results
SampleMean Abs%CVConc.DilutionCorrectedFlag

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Frequently Asked Questions

How do I fit a BCA standard curve?

Prepare BSA standards at known concentrations (typically 25-2000 µg/mL for BCA), measure absorbance at 562 nm in duplicate or triplicate, then enter the data into this calculator. The tool fits a model (linear, quadratic, or 4PL) and back-calculates unknown concentrations. A good curve should have R² above 0.99.

Should I use linear, quadratic, or 4PL for my standard curve?

Linear works for narrow ranges (e.g. 125-1000 µg/mL in BCA). Quadratic handles moderate curvature. 4PL captures the full sigmoidal response including saturation, making it the most robust for the full BCA range. Bradford is more non-linear, so quadratic or 4PL is recommended. Use the "Auto" setting to let the calculator pick the best model.

What is an acceptable R² for a protein assay standard curve?

R² should be above 0.99 for BCA and Bradford assays, ideally above 0.995. Below 0.98 suggests pipetting errors, reagent issues, or incubation problems. Each standard should back-calculate within 80-120% of its nominal value, and replicate %CV should be below 10% for BCA or 15% for Bradford.

How do I handle outliers in my standard curve?

Outliers are flagged when replicate %CV exceeds your threshold (default 20%). Common causes include air bubbles, pipetting errors, or plate edge effects. This calculator identifies outlier replicates using the >2 SD criterion and shows the impact on the curve fit. Best practice: exclude the outlier replicate, not the entire standard point, then re-fit.

What is the difference between BCA and Bradford assays?

BCA measures peptide bond reduction of Cu²⁺ at 562 nm (20-2000 µg/mL range, 30 min incubation, detergent-compatible). Bradford measures Coomassie dye binding at 595 nm (1-1400 µg/mL, 5 min, sensitive to detergents). Lowry reads at 750 nm (200-1500 µg/mL). Choose BCA for general quantification, Bradford for speed, and Micro BCA for dilute samples (0.5-20 µg/mL).

How do I correct for sample dilution?

Multiply the back-calculated concentration by the dilution factor. For example, a 1:10 dilution with a back-calculated 150 µg/mL gives an actual concentration of 1500 µg/mL. Add dilution factors in the unknowns input using the 'x' prefix (e.g. x10). Always dilute so absorbance falls within the standard range.