QA/QC and Molecular Microbiology Part 1

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Last updated 12:25 AM on 3/24/26
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37 Terms

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Regulations and governing bodies

  • federal laws governs implementation, usage and quality programs that surround testing of human specimens

    • Clinical Lab Improvement Amendments - regulations passed down by CMS (CLIA ‘88)

  • Joint commission (TJC), local state laws (state DOH), and other accrediting orgs (CAP, AABB)

    • some states have additional requirements for testing/accreditation (CLEP - clinical lab eval program, NYS DOH)

  • accrediting bodies will sometimes defer to whichever one is “stricter” regarding rules CLEP>CAP>CLIA

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So what do they tell us how to do the tests?

  • must be accredited first (apply for license)

  • must be enrolled in PT program (blinded challenges)

  • must undergo periodic review by other labs (biannual inspection)

  • must have staff that are qualified and certified to run tests alongside ALL PAPERWORK

  • CAP - biyearly inspection where teams come in to review lab

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Requirements for testing/reporting

  • whats inside?

    • thing you must do

    • what they expect you to do (why)

    • how you have to keep track

  • This covers

    • training/competency, safety, SOPs, IT, testing, QC/QA

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IVD (in vitro diagnostic)

  • intended for use in diagnosis of disease or other conditions

  • easiest to show performance and introduce

  • use in collection, prep, and examination of specimens taken from human body

  • everything made by company therefore cannot deviate from manufacturer’s instructions

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Pre-market approval (new diagnostic)

goes through initial submissions of safety and efficacy of new device in chosen field

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510k Premarket notifcation

comparative analysis of new assay to “gold standard” showing substantial equivalency

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Emergency use authorization

classification for emerging diseases/infectious agents - limited FDA submission data (rare) [ex. COVID testing]

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Laboratory developed test (LDTs)

  • developed by lab (nothing on market)

  • need to show that it works well (validation)

  • vendors won’t help (no tech support)

  • have to state “not FDA approved” and that “characteristics were determined by X lab”

  • may be cheaper than IVD (can use equipment you already have)

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Proficency testing/challenges

  • regulated analytes require annual enrollment (CLIA defines)

  • CMS tell us which ones are approved (PT 3× 5 samples/yr)

  • for non-regulated analytes, lab tests 2x/yr

  • if no PT avail, can work with other labs (peer/alt review) and show performance (blinded samples)

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Showing your test works

  • IVD requires verification (unless modified)

  • LDT requires full validation

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verfication

  • shows assay works like manufacturer says

  • FDA-cleared or approved tests only

  • checks accuracy, precision, reportable range, and reference range

  • compare new method to one already verified (test using same samples) - do this w ALL specimen types

  • any changes require FULL validation (don’t deviate)

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Validation

  • checks accuracy, precision, reportable range, reference range

  • ALSO checks for interferences, sensitivity, specificity, LoD, LoQ

  • check against another method (IVD or LDT that’s approved)

  • define: controls, protocol, and performance chars

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Qualitative tests

  • require +, - analytes and non-template control (NTC)

  • these show assay detects what it should, no false pos amplifications, and no contamination

<ul><li><p>require +, - analytes and non-template control (NTC)</p></li><li><p>these show assay detects what it should, no false pos amplifications, and no contamination</p></li></ul><p></p>
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Quantitative test

  • require (1) high and low pos, (2) -, (3) NTC

  • have “standard curve” of known analytes at specific concentrations

<ul><li><p>require (1) high and low pos, (2) -, (3) NTC</p></li><li><p>have “standard curve” of known analytes at specific concentrations</p></li></ul><p></p>
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External control

  • typically brought by someone other than test maker

  • previously tested (post/neg) samples work too

  • shows assays detects targets/works

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Internal control

  • typically part of the assay (checks for quality)

  • can be human genes or spiked in target

  • no amplification = can’t report = INVALID test

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Extraction control

  • used to show that nucleic acid extraction worked

  • can be same control as internal/external

  • many companies use this as a schema to save on reagent costs (fewer tubes to run and less ctrl mats to use at once)

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Why do we need so many controls?

  • manufacturers define conditions in IVD approval as to how many controls need to be run

    • typically defined within 24 hr window or per each “batch” of tests

  • if LDT, control frequency must be defined by lab

  • some tests don’t have defined frequency for QC to be run, thus lab must work on defining this (ICQP)

  • all control performance must be tracked (logged and tracked for compliance)

    • must be done prior to reporting ANY specimen results

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IQCP: individualized quality control plan

  • QC plan that allows for decreased control mat utilization IF Assay allows for it

    • in NYS no less than 1 + sample/mon, 1 neg sample/week

  • each lab must carry risk assessment and review of performance (20-30d of runs)

    • monitored monthly following approval - signed by lab director

    • changes/updates needed if deviates from prior approval conditions

  • used to cut down on usage of individual cassettes/reagents (cost)

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Molecular microbiology

  • detection, ID, and analysis of microorganism (DNA/RNA)

  • advantages:

    • rapid turn around time

    • better sensitivity and specificity

    • can be quantitative

    • comparison of biochemically similar organisms (epidemiological)

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applications of molecular assays in microbiology

  • replaced viral culture in most labs

  • antibiotic resistance testing tailored for antimicrobial therapy

  • quantification of viruses

  • genotyping, classification, and epidemiological studies

  • discovery of novel pathogens

  • microbiome/virome/mycobiome studies

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DNA detection methods

  • signal amplification methods

  • nucleic acid amplification tests (NAATs)

  • post-amplification analysis methods

  • sequencing and NGS

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Signal amplification methods

  • typically use nucleic acid probe combined with some form of amplifying signal producer (enzyme:

    • branched DNA

    • hybrid capture

    • in situ hybridization

  • typically less sensitive than NAATs

  • less likely to be contaminated than NAATs (false +)

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In situ hybridization (Fluorescent -ISH)

  • use hybridized probes of DNA (or peptide, PNA) to ID intact microorganisms

  • bind to rRNA molecules on microbes (higher copy # than a single gene) and aid in ID/selection of antimicrobials

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Nucleic acid amplification tests (NAATs)

  • qPCR or RT-qPCR

  • predominant workhorse of most molecular diagnostic labs. End-stage PCR have mostly been replaced by qPCR

  • SYBR green (primers specific for ROI) and TaqMan (primers and an ROI specific probe)

region of interest - ROI

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qPCR test principles

<p></p><p></p>
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NAATs: qualitative assays

  • presence or absence of a gene/ROI

<ul><li><p>presence or absence of a gene/ROI</p></li></ul><p></p>
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what are qualitative assays good for?

  • diagnosis of infection

  • syndromic-based diagnostic panels (test for multiple pathogens in 1 test)

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examples of syndromic-based panels

  • many are “sample-to-answer” platforms where assay complexity is highly reduced

    • nucleic acids extracted onboard

    • PCR carried out on cartridge

    • self-sealed containers that can be discarded once used

<ul><li><p>many are “sample-to-answer” platforms where assay complexity is highly reduced</p><ul><li><p>nucleic acids extracted onboard</p></li><li><p>PCR carried out on cartridge</p></li><li><p>self-sealed containers that can be discarded once used</p></li></ul></li></ul><p></p>
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NAATs: quantitative assays

  • uses standard curve (serial dilution of known concentrations) run in parallel to allow for estimation of titer within a sample

  • used for diagnosis/tracking of titers of organisms in bodily fluids

    • namely viral titers in serum/plasma

  • quantifiable range and reportable range are not always same

  • things can be + < or > limit of quantitation, and are still +

    • cannot report outside of LoQ (only that it is +)

    • Ct values =/= quantitation (and shouldn’t be interp that way)

<ul><li><p>uses standard curve (serial dilution of known concentrations) run in parallel to allow for estimation of titer within a sample</p></li><li><p>used for diagnosis/tracking of titers of organisms in bodily fluids</p><ul><li><p><em>namely viral titers in serum/plasma</em></p></li></ul></li><li><p>quantifiable range and reportable range are not always same</p></li><li><p>things can be + &lt; or &gt; limit of quantitation, and are still +</p><ul><li><p><strong>cannot</strong> report outside of LoQ (only that it is +)</p></li><li><p>Ct values =/= quantitation (and shouldn’t be interp that way) </p></li></ul></li></ul><p></p>
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How do you select target sequence for ID of microorganisms?

  • genomic or plasmid DNA, genomic RNA

    • unique gene/sequence for pathogen of interest (virulence factors)

  • antibiotic resistance gene

  • for viruses with various subtypes, use:

    • sequence shared by all types for initial detection

    • use specific sequence for further typing

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Major considerations of using molecular tests

  • CANT differentiate between alive/dead organisms

    • remnant nucleic acid can persist for weeks or even months

    • many PCRs shouldn’t be used as “test of cure'“

  • not all tests and targets are equal - know test limitations

  • not detected=/= not present

    • pathogen under detection limit, wrong location

  • genotype =/= phenotype

    • presence of antibiotic resistance gene doesn’t be bacteria is resistance

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C. diff

  • pathogenicity locus: PaLoc

    • produced by tcdB and tcdA [produce toxins B and A]

      • most assays try to target tcdB

<ul><li><p>pathogenicity locus: PaLoc</p><ul><li><p>produced by tcdB and tcdA [produce toxins B and A]</p><ul><li><p>most assays try to target tcdB</p></li></ul></li></ul></li></ul><p></p>
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Internal control for C. diff assay

  • IC: spores of Bacillus globigii

    • tests for validity of each sample

  • + IC

    • nucleic acid extraction worked

    • also checks absence of PCR inhibitors

      • valid test

  • - IC

    • invalid test

    • sample needs re-extraction

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qPCR detection of C.diff using GeneXpert (Cepheid)

  • quick TAT: 50 min

  • closed system

  • detects ToxB gene and internal control

  • high sensitivity and specificity

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severe epidemic strain of C. Diff

  • BI/NAP1/027, toxinotype III

  • carries extra toxin known as binary toxin (cdtB, cdtA)

  • increased toxin A/B production due to polymorphism in regulatory gene (tcdC)

<ul><li><p>BI/NAP1/027, toxinotype III</p></li><li><p>carries extra toxin known as <strong>binary toxin (cdtB, cdtA)</strong></p></li><li><p>increased toxin A/B production due to polymorphism in regulatory gene (<strong>tcdC</strong>)</p></li></ul><p></p>
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Glutamate dehydrogenase (GDH) EIA

  • fast and sensitive, but not specific (false +s)

    • all C. diff strains (toxic or not), other clostridial species and other bacteria produce GDH

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