Molecular Diagnostics Quality Control

Molecular Diagnostics Quality Control

Molecular Diagnostics Quality Control

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QC Basics - Error Erasers

  • Definition: System ensuring molecular test reliability, accuracy, and reproducibility. Essential for valid patient results.
  • Goal: Detect & minimize errors across all test phases (pre-analytical, analytical, post-analytical).
  • Error Types:
    • Pre-analytical: Sample issues (collection, transport, storage). Most frequent.
    • Analytical: Assay performance (reagents, equipment, technique).
    • Post-analytical: Data handling, result interpretation & reporting.
  • Key Metrics:
    • Accuracy: Closeness to true value.
    • Precision (Reproducibility): Consistency of results.
    • Sensitivity & Specificity: Diagnostic power.
  • Tools: Controls (monitor test runs), calibrators (standardize assays), proficiency testing (external assessment).

Steps after out-of-control QC event

⭐ Pre-analytical errors constitute the largest source of laboratory errors, often exceeding 60-70%.

Pre-Analysis QC - Specimen Sentinels

  • Critical first step; "Garbage In, Garbage Out" (GIGO) principle applies. Errors here are often irreversible, impacting downstream molecular assays.
  • Core Areas:
    • Patient Identification: At least 2 unique identifiers (e.g., name, DOB, MRN). Barcoding preferred.
    • Specimen Collection: Appropriate site, technique, correct tube (e.g., EDTA for DNA; PAXgene/RNAprotect for RNA). Prevent contamination (e.g., microbial, cross-sample).
    • Sample Volume & Quality: Sufficient quantity for planned tests. Check for hemolysis, clots, lipemia.
    • Labeling: Accurate, legible, securely attached to primary container. Must match requisition form details.
    • Transport & Handling: Maintain sample integrity. Adhere to time limits (e.g., RNA processing within 1-2 hours at Room Temperature or stabilize immediately). Strict temperature control (ambient, refrigerated, frozen as per analyte requirements).

    ⭐ Pre-analytical phase errors account for up to 70% of laboratory errors, significantly impacting molecular diagnostic accuracy.

  • RNA Specifics: Extremely labile due to RNases. Use RNase-free consumables. Immediate processing or stabilization (e.g., TRIzol, PAXgene tubes) is vital.

Pre-analytical factors affecting sample quality

Analysis QC - Assay Avengers

  • Goal: Ensure reliable, accurate molecular test results for patient care.
  • Internal Quality Control (IQC):
    • Run with each batch: Positive, Negative, Quantitative controls.
    • Tracks precision, detects systematic/random errors.
    • LJ charts + Westgard rules (e.g., 13s, 22s, R4s) for run validation and error detection.
    • 📌 Westgard's Alerts Reveal Needy Systems (WARNS).
  • External Quality Assessment (EQA) / Proficiency Testing (PT):
    • Blind sample testing by external agency.
    • Evaluates lab's accuracy and comparability vs peers.
  • Calibration: Ensures instrument accuracy using calibrators/standards.
  • Key Metrics for assay performance: Analytical Sensitivity (LoD), Specificity, Accuracy, Precision (CV%).

Levey-Jennings chart with Westgard rules

⭐ EQA participation is mandatory for NABL accreditation and reflects inter-laboratory performance.

Post-Analysis QC - Result Guardians

  • Final Check: Ensures result accuracy, clinical relevance, clear & unambiguous communication.
  • Key Steps: Meticulous interpretation, standardized reporting, secure archiving.
  • Interpretation Process:
    • Use current databases (ClinVar, OMIM, HGMD).
    • ACMG/AMP guidelines for variant pathogenicity classification.
    • Correlate molecular findings with detailed clinical phenotype.
  • Reporting Standards:
    • Clear, concise, unambiguous reports; standardized HGVS nomenclature.
    • Include: Pt/Sample ID, method, results, interpretation, limitations, recommendations.
    • Timely protocol for critical/actionable results.
  • Documentation & Archiving:
    • Retain all records (raw data, analysis files, reports) per NABL/CAP.
    • LIMS for complete traceability, data integrity, audit trail.

⭐ VUS reporting: Clearly state uncertainty. Recommend genetic counseling, familial/functional studies if indicated. Avoid definitive diagnostic claims.

High‑Yield Points - ⚡ Biggest Takeaways

  • Internal controls (e.g., housekeeping genes) ensure sample quality and detect PCR inhibitors.
  • External controls (positive, negative) validate the entire analytical process and reagent integrity.
  • Mandatory Proficiency Testing (PT/EQAS) assesses laboratory performance and ensures comparability.
  • Strict adherence to SOPs is crucial for consistent and reliable results.
  • Lot-to-lot reagent validation prevents performance variations and ensures accuracy.
  • Monitor Analytical Sensitivity (LoD), Specificity, and Turnaround Time (TAT).

Practice Questions: Molecular Diagnostics Quality Control

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Flashcards: Molecular Diagnostics Quality Control

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