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Assay Analyser

Analyse plate reader measurements or from on-chip microfluidic measurements, ELISAs and other quantitative assays. Upload your Excel file, fit a 4-parameter logistic (4PL) calibration curve, and interpolate unknown sample concentrations — with built-in QC validation and replicate statistics. Ideal for processing absorbance, fluorescence or luminescence data collected from microfluidic chips and 96 well plates.

Launch Assay Analyser
Assay Analyser dashboard showing 4PL calibration curve, sample interpolation and QC validation

Example Assay Report

Assay report summary with 4PL fit parameters, calibration curve and statistics
Assay report with diagnostic charts, calibrator data and sample results table

How to Use

Data Format

Your Excel file needs 3 columns(or 4 for triplicates). One row per calibrator or sample. The tool auto-detects calibrators vs samples from column A:

ColumnCalibrator RowsSample Rows
AKnown concentration (e.g. 125)Sample name (e.g. "Patient 03")
BReplicate reading 1Replicate reading 1
CReplicate reading 2Replicate reading 2
D (optional)Replicate reading 3Replicate reading 3

Example Layout

Column ARep 1Rep 2
00.0480.052
3.90.0900.056
15.60.2610.248
1251.3271.299
10002.5832.536
 
Patient 010.1490.143
Patient 020.3520.344

Import Steps

  1. 1. Click Import Data in the sidebar
  2. 2. Drop your .xlsx file or click Browse
  3. 3. Auto-detection scans column A — numbers are calibrators, text entries are samples, empty rows are skipped
  4. 4. Review detected rows and adjust if needed
  5. 5. Click Analyze to review the 4PL fit
  6. 6. Click Load Dashboard — done

Tips

  • Blank calibrators: use 0 in column A (not empty)
  • A header row with text in all columns is auto-skipped
  • Separate calibrators from samples with one empty row (optional but recommended)
  • Supported formats: .xlsx .xls .csv
  • The tool fits a 4-parameter logistic (4PL) curve and computes R², residuals, and interpolated concentrations
  • CV% is calculated for any group with 2+ readings — singlets show "n=1"

Beta — results should be independently verified. Not for clinical or diagnostic use.