ProteinConcentrationUVQualityChecker

Protein Concentration UV

LabEx laboratory QC CSV→JSON URS & FS spectroscopy utilities / cleanroom
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Protein Concentration UV Quality Checker — Control of Protein Concentration and Purity (UV)

ℹ️  Utility checks critical parameters of protein analysis by UV spectrophotometry:
   • Calculated concentration: within ±10% of expected
   • A260/A280 Ratio: ≤0.7 (indicator of no DNA/RNA)
   • Absorbance A280: in linear range (0.1–1.5 AU)

⚠️  CRITICAL: High A260/A280 ratio (>0.8) indicates significant nucleic acid contamination!
   Concentration will be overestimated if formula is not corrected.

Usage:
 ProteinConcentrationUVQualityChecker.exe                            → demo mode (console output)
 ProteinConcentrationUVQualityChecker.exe input.csv output.json      → evaluate your data

Input format:
BatchNumber,AbsorbanceAt280,AbsorbanceAt260,ExtinctionCoefficient,PathLengthCm,ExpectedConcentrationMgMl

Example:
 PROT-UV-2026-001,0.850,0.450,1.4,1.0,0.60

— WHY IS THIS NEEDED?
Rapid, non-destructive protein concentration determination is a routine task in biopharma.
• Based on light absorption by aromatic amino acids (Tryptophan, Tyrosine) at 280 nm.
• Beer-Lambert law allows accurate concentration calculation with known extinction coefficient.
• A260/A280 ratio serves as a quick purity test for DNA/RNA traces.
• Automation eliminates manual coefficient entry errors.

⚠️  CRITICAL:
• Extinction coefficient is specific to each protein (depends on sequence).
• Buffer components (e.g., imidazole, DTT) may absorb at 280 nm and distort result.
• Micro-volume instruments (NanoDrop) require thorough pedestal cleaning.
• For high concentrations (>2-3 mg/mL), non-linearity may occur due to aggregation.

Key features:
• Automatic concentration calculation (mg/mL).
• Purity assessment by spectral ratio.
• Measurement validity check (linear range).

Critical parameters:
• Concentration Accuracy: +/- 10% of Expected
• A260/A280 Ratio: <= 0.7
• A280 Linearity: 0.1 - 1.5 AU

💡 Usage tips:
1. Always use the same buffer for blank as for sample.
2. If A260/A280 is high, consider purification by precipitation or column.
3. For proteins without tryptophan, method is inapplicable (use BCA or Bradford).
4. Check for air bubbles in cuvette/pedestal.
5. Regularly calibrate instrument using BSA standard solutions.

⚠️ Note: A280 method measures only proteins containing aromatic amino acids. Peptides or small proteins may have very low absorption, reducing method sensitivity.

input.csv

BatchNumber,A280,A260,ExtCoeff_E1pct1cm,PathLength_cm,ExpectedConc_mg_ml
PROT-UV-2026-001,0.850,0.450,1.4,1.0,0.60
PROT-UV-2026-002,1.200,0.650,1.4,1.0,0.85
PROT-DNA-CONTAM-003,0.900,0.850,1.4,1.0,0.65

URS & FS — Protein Concentration UV

This document describes the user requirements and functional specification for ProteinConcentrationUVQualityChecker. The utility is intended for QC laboratory use as a rule-based check of data prepared from an instrument, LIMS, ELN, MES or an approved input.csv.

URS — User Requirements Specification

IDRequirementCriticalityAcceptance criterion
URS-001The utility shall accept input.csv with approved columns: BatchNumber, A280, A260, ExtCoeff_E1pct1cm, PathLength_cm, ExpectedConc_mg_ml.HighThe CSV file is processed without manual header editing.
URS-002The utility shall perform deterministic evaluation for “Protein Concentration UV” without machine learning.HighThe same input data produce the same JSON result.
URS-003The utility shall validate mandatory fields, numeric formats, flags, ranges and domain plausibility.HighSchema and conversion errors are explicitly reported.
URS-004The utility shall generate output.json with PASS / WARNING / FAIL statuses, source values, warnings and failures.HighThe JSON result is suitable for review, deviation investigation and integration.
URS-005The documentation shall support IQ/OQ/PQ or CSV/CSA verification.MediumURS/FS, CSV/JSON contract and test scenarios are supplied with the utility.

input.csv contract

#FieldSamplePurpose
1BatchNumberPROT-UV-2026-001Input parameter for deterministic QC evaluation.
2A2800.850Input parameter for deterministic QC evaluation.
3A2600.450Input parameter for deterministic QC evaluation.
4ExtCoeff_E1pct1cm1.4Input parameter for deterministic QC evaluation.
5PathLength_cm1.0Input parameter for deterministic QC evaluation.
6ExpectedConc_mg_ml0.60Input parameter for deterministic QC evaluation.

FS — Functional Specification

IDFunctionImplementation
FS-001CSV importRead input.csv; validate header, column count and encoding.
FS-002Schema validationCheck required fields and permitted input values.
FS-003Rule engineApply domain rules, limits and system suitability/specification checks described in the source utility description.
FS-004Status aggregationProduce final status: FAIL for critical failure, WARNING for non-critical deviation, PASS for conformance.
FS-005JSON exportWrite machine-readable output.json for LIMS/ELN/MES and QA/QC review.

OQ/PQ scenarios

  • OQ-001: a valid sample row shall be processed without schema error.
  • OQ-002: a missing mandatory column shall produce a schema error.
  • OQ-003: a non-numeric value in a numeric field shall produce a conversion error.
  • OQ-004: a critical parameter outside the limit shall produce FAIL or a critical finding.
  • PQ-001: user real batches shall be checked with retention of input.csv, output.json, utility version and checksum.

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