ProteinConcentrationUVQualityChecker
Protein Concentration UV
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
| ID | Requirement | Criticality | Acceptance criterion |
|---|---|---|---|
| URS-001 | The utility shall accept input.csv with approved columns: BatchNumber, A280, A260, ExtCoeff_E1pct1cm, PathLength_cm, ExpectedConc_mg_ml. | High | The CSV file is processed without manual header editing. |
| URS-002 | The utility shall perform deterministic evaluation for “Protein Concentration UV” without machine learning. | High | The same input data produce the same JSON result. |
| URS-003 | The utility shall validate mandatory fields, numeric formats, flags, ranges and domain plausibility. | High | Schema and conversion errors are explicitly reported. |
| URS-004 | The utility shall generate output.json with PASS / WARNING / FAIL statuses, source values, warnings and failures. | High | The JSON result is suitable for review, deviation investigation and integration. |
| URS-005 | The documentation shall support IQ/OQ/PQ or CSV/CSA verification. | Medium | URS/FS, CSV/JSON contract and test scenarios are supplied with the utility. |
input.csv contract
| # | Field | Sample | Purpose |
|---|---|---|---|
| 1 | BatchNumber | PROT-UV-2026-001 | Input parameter for deterministic QC evaluation. |
| 2 | A280 | 0.850 | Input parameter for deterministic QC evaluation. |
| 3 | A260 | 0.450 | Input parameter for deterministic QC evaluation. |
| 4 | ExtCoeff_E1pct1cm | 1.4 | Input parameter for deterministic QC evaluation. |
| 5 | PathLength_cm | 1.0 | Input parameter for deterministic QC evaluation. |
| 6 | ExpectedConc_mg_ml | 0.60 | Input parameter for deterministic QC evaluation. |
FS — Functional Specification
| ID | Function | Implementation |
|---|---|---|
| FS-001 | CSV import | Read input.csv; validate header, column count and encoding. |
| FS-002 | Schema validation | Check required fields and permitted input values. |
| FS-003 | Rule engine | Apply domain rules, limits and system suitability/specification checks described in the source utility description. |
| FS-004 | Status aggregation | Produce final status: FAIL for critical failure, WARNING for non-critical deviation, PASS for conformance. |
| FS-005 | JSON export | Write 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
FAILor 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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