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510(k) Data Aggregation

    K Number
    K142133
    Manufacturer
    Date Cleared
    2014-10-24

    (81 days)

    Product Code
    Regulation Number
    866.3175
    Reference & Predicate Devices
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    (1) Immunoassay for the in vitro qualitative detection of IgM antibodies to CMV in human serum, lithium-heparin plasma, K2-EDTA plasma, and K3-EDTA plasma. The test is intended as an aid in the diagnosis of recent or current CMV infection in individuals for which a CMV IgM test was ordered, including pregnant women. Performance characteristics have not been evaluated in immunocompromised or immunosuppressed individuals. This test is not intended for use in neonatal screening or for use at point of care facilities. This assay is not intended for use in screening blood and plasma donors.

    The electrochemiluminescence immunoassay "ECLIA" is intended for use on Elecsys immunoassay analyzers.

    (2) PreciControl CMV IgM is used for quality control of the Elecsys CMV IgM immunoassay on the Elecsys and cobas e immunoassay analyzers.

    Device Description

    (1) Elecsys CMV IgM is a u-capture immunoassay with streptavidin microparticles, biotinylated recombinant CMV-specific antigen labeled with a ruthenium complex and electrochemiluminescence detection. The results are determined using a calibration curve which is instrument-specifically generated by a 2-point calibration and a master curve provided via the reagent bar code. The test system contains the human serum-based calibrators intended for use with the system.

    The CMV IgM assay begins with an automatic 1:20 predilution of sample with Elecsys Diluent Universal and the addition of biotinylated monoclonal anti-h-IgM-specific antibodies.

    During the second incubation, CMV-specific recombinant antigen labeled with a ruthenium complex and streptavidin-coated microparticles are added. Anti-CMV IgM antibodies present in the sample react with the ruthenium-labeled CMV-specific recombinant antigen. The complex becomes bound to the solid phase via interaction of biotin and streptavidin.

    The reaction mixture is aspirated into the measuring cell where the microparticles are magnetically captured onto the surface of the electrode. Unbound substances are then removed with ProCell. Application of a voltage to the electrode induces chemiluminescent emission which is measured by a photomultiplier.

    The analyzer automatically calculates the cutoff based on the measurement of Cal 1 and Cal2. The result of the samples is given either as reactive or non-reactive as well as in the form of a cutoff index (signal samples/cutoff). Samples with a cutoff index (COI) < 0.7 are non-reactive. Samples with a cutoff index between 0.7 and < 1.0 are considered indeterminate (border). Samples with a cutoff index ≥ 1.0 are considered reactive.

    (2) Elecsys PreciControl CMV IgM contains liquid control serum based on human serum. The controls are used for monitoring the accuracy of the Elecsys CMV IgM immunoassay.

    The reagents and calibrators are packaged together in the Elecsys CMV IgM assay kit, while the associated Elecsys PreciControl CMV IgM is packaged separately.

    AI/ML Overview

    Here's a breakdown of the acceptance criteria and the study details for the Elecsys CMV IgM Immunoassay, based on the provided document:

    1. Table of Acceptance Criteria and Reported Device Performance

    The document primarily focuses on demonstrating that the device met its predefined acceptance criteria rather than explicitly listing the criteria in a single table with performance. However, I can construct a table summarizing the performance metrics and their implicit acceptance criteria from the "Analytical Performance Data" and "Clinical Performance Data" sections.

    Study/Test AreaAcceptance Criteria (Implicit)Reported Device Performance
    Precision (Repeatability)CV (%) UCL95% values to be within acceptable limits (specific limits not explicitly stated, but implied by passing results).All repeatability CVs ranged from 0.9% to 2.0% for controls and 1.0% to 1.8% for human serum samples. All met pre-defined acceptance criteria.
    Precision (Intermediate)CV (%) UCL95% values to be within acceptable limits.All intermediate precision CVs ranged from 2.9% to 5.3% for controls and 2.0% to 4.4% for human serum samples. All met pre-defined acceptance criteria.
    Reagent Stability (Unopened)Stable for 15 months at 2-8°C.Stable for up to 18 months at 2-8°C, supporting the 15-month claim.
    Reagent Stability (Opened)Stable for 12 weeks at 2-8°C.Stable for up to 13 weeks at 2-8°C, supporting the 12-week claim.
    On-Board Reagent StabilityStable for 2 weeks at 20°C ± 3°C.Stable for 34 days at 20°C ± 3°C, supporting the 2-week claim.
    On-Board/Refrigerated R. StabilityStable for 6 weeks when stored alternately in refrigerator and on analyzer.Met acceptance criteria for 6 weeks.
    Sample Stability (2-8°C)Stable for 4 weeks at 2-8°C.Stable for up to 35 days (5 weeks) at 2-8°C, supporting the 4-week claim.
    Sample Stability (20-25°C)Stable for 7 days at 20-25°C.Stable for up to 10 days at 20-25°C, supporting the 7-day claim.
    Sample Stability (-20°C)Stable for 3 months at -20°C.Stable for approximately 4 months (119 days) at -20°C, supporting the 3-month claim.
    Sample Stability (Freeze/Thaw)Stable through 5 freeze/thaw cycles.Stable through 5 freeze/thaw cycles, with samples aliquoted for 6 cycles.
    Calibration Stability (Lot)Stable for 28 days.Met acceptance criteria for 28 days.
    Calibration Stability (On-Board)Stable for 8 days (on the Elecsys 2010 analyzer).Met acceptance criteria for 8 days.
    Calibrator Stability (2-8°C)Stable for 8 weeks at 2-8°C.Met acceptance criteria for 8 weeks (tested for 10 weeks).
    Open Vial Calibrator StabilityStable for 5 hours.Met acceptance criteria for 5 hours.
    Control Stability (2-8°C)Stable for 8 weeks at 2-8°C.Met acceptance criteria for 8 weeks.
    Control Open Vial StabilityStable for 5 hours.Met acceptance criteria for 5 hours.
    Control Shelf-Life StabilityStable for 15 months.Met acceptance criteria for 15 months (tested during and beyond 18 months).
    High Dose Hook EffectNo hook effect up to a specified high concentration.No high dose hook effect observed up to 32.9 COI.
    Endogenous & Drug InterferencesFor COI < 0.7, non-reactive; for COI ≥ 0.7, recovery ±15%. Rheumatoid factor agreement > 90% against comparator. No interference from 20 pharmaceutical compounds.Hemoglobin: < 0.621 mmol/L; Bilirubin: < 342 umol/L; Intralipid: < 1500 mg/dL; Biotin: < 410 nmol/L; Rheumatoid factor: < 2000 IU/mL. All results met acceptance criteria for pharmaceutical compounds.
    Sample Matrix EquivalenceAcceptable differences in COI recovery relative to serum: <0.07 or between 0.07-0.1 for non-reactive; <10%, 10-20% difference for reactive.For non-reactive: Li-Heparin Plasma (93% <0.07, 7% 0.07-0.1), K2-EDTA Plasma (100% <0.07), K3-EDTA Plasma (97% <0.07, 3% 0.07-0.1), Serum Separator Tubes (100% <0.07). For reactive: Li-Heparin Plasma (68% <10%, 32% 10-20%), K2-EDTA Plasma (100% <10%), K3-EDTA Plasma (79% <10%, 21% 10-20%), Serum Separator Tubes (90% <10%, 10% 10-20%). All results support use.
    Method Comparison (Platform Equivalence)Positive and negative agreement between platforms demonstrating equivalence.Negative Percent Agreement (NPA) = 97.98%; Positive Percent Agreement (PPA) = 99.22% between Elecsys 2010 and MODULAR ANALYTICS E170.
    Clinical Performance (Prospective Suspected Infection)High Negative Percent Agreement (NPA) and Positive Percent Agreement (PPA).NPA: 97.2% (384/395) with a 95% CI of 95.1 – 98.6%. PPA: 87.0% (20/23) with a 95% CI of 66.4 – 97.2%. (Note: 3 equivocal samples from comparator consensus were treated as "not in favor of Elecsys CMV IgM").
    Clinical Performance (Preselected Confirmed CMV IgM Positive)High Positive Percent Agreement (PPA).PPA: 100.0% (134/134) with a 95% CI of 97.3 – 100.0%.
    IgM SpecificityDTT treatment should eliminate or significantly reduce signal, confirming IgM specificity.10 of 11 samples rendered non-reactive; 1 sample had an 82% decrease in COI. Confirmed specificity for IgM.

    2. Sample Sizes and Data Provenance for the Test Set

    • Clinical Performance Test Set (Method Comparison):

      • Prospective Study (Suspected Infection Population): 617 samples.
        • Data Provenance: US, prospective. Samples were from patients suspected of CMV infection for whom a CMV IgM test was ordered. A subset of 199 were pregnant women.
      • Retrospective Study (Preselected Confirmed Positive Population): 134 samples.
        • Data Provenance: Retrospective. Samples were preselected from patients positive for CMV IgM as determined by comparator device consensus.
    • Analytical Performance Test Sets:

      • Precision: Not explicitly stated as a general "test set" size, but individual samples/pools were tested (e.g., Controls 01, 02, HS A-F, HS 01-07).
      • Cross-Reactivity/Analytical Specificity: 205 specimens.
      • High Dose Hook Effect: 5 highly positive, high-titer CMV IgM human samples were diluted.
      • Endogenous and Drug Interferences: 8 CMV IgM samples (negative, near cutoff, positive) for hemoglobin, bilirubin, Intralipid, biotin. 34 samples for rheumatoid factor. 20 pharmaceutical compounds.
      • Sample Matrix Equivalence: Samples (negative, near cutoff, positive) were collected into matched serum and plasma collection tubes (number not explicitly stated per matrix type).
      • Method Comparison Between Analyzer Platforms: Native serum samples (number not specified).
      • Reproducibility (Clinical Reproducibility): 4 serum pools and 2 PreciControl CMV IgM materials (n=90 measurements per sample type across sites).

    3. Number of Experts Used to Establish Ground Truth for the Test Set and Qualifications

    The ground truth for the clinical performance studies was established using comparator FDA-cleared devices, not human experts.

    4. Adjudication Method for the Test Set

    • For the clinical performance method comparison, a two-out-of-three approach was used when three FDA-cleared devices could be tested to determine the consensus result.
    • When only two FDA-cleared devices could be tested, results for which the devices disagreed were omitted.
    • Equivocal results from the Elecsys CMV IgM assay were treated as "not in favor of the Elecsys CMV IgM assay" during analysis for the prospective suspected infection population (i.e., if it was equivocal, and the consensus was negative, it was counted against the device).

    5. Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study

    No multi-reader multi-case (MRMC) comparative effectiveness study was mentioned. The device is an in vitro diagnostic (IVD) immunoassay, not an imaging or diagnostic support tool requiring human reader interpretation in the context of MRMC studies.

    6. Standalone Performance

    Yes, the studies presented are standalone performance of the algorithm (the Elecsys CMV IgM immunoassay) without human-in-the-loop performance. The results are based on the direct output of the immunoassay compared to a comparator consensus or expected values.

    7. Type of Ground Truth Used

    The ground truth was established by consensus results from multiple (2 or 3) FDA-cleared comparator CMV IgM assays. This is a form of "reference method" ground truth.

    8. Sample Size for the Training Set

    The document does not explicitly mention a separate "training set" in the context of machine learning. For traditional IVDs like this immunoassay, calibration and assay optimization would be part of the development process.

    • Assay Cut-off Establishment:
      • Initial cutoff establishment: Samples characterized using several commercially available CMV IgG and CMV IgM assays (number not specified).
      • Specificity evaluation: 931 samples from a low prevalence cohort.
      • Sensitivity optimization: 152 samples from individuals at different stages of primary CMV infection.
      • Validation of assay cutoff: Performed by external clinical studies (the test set described in #2).

    9. How the Ground Truth for the Training Set was Established

    As noted in #8, there isn't a "training set" in the common machine learning sense. For the development and optimization of the assay:

    • The "ground truth" for developing and optimizing the assay's cutoff was derived from characterizing samples using several commercially available CMV IgG and CMV IgM assays and by using samples from individuals at different stages of primary CMV infection. These are established laboratory methods and clinical diagnoses typically relying on a combination of existing cleared tests and clinical context.
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