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510(k) Data Aggregation

    K Number
    K110745
    Date Cleared
    2012-03-02

    (351 days)

    Product Code
    Regulation Number
    866.3110
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Helicobacter pylori (H. pylori) ELISA IgG test kit is intended for the qualitative detection of IgG antibodies to H. pylori in human serum in the adult population. This test is intended to aid in the diagnosis of H. pylori in patients suspected of having H. pylori infection, and in patients with gastrointestinal symptoms, and is to be used in conjunction with clinical findings.

    Device Description

    The assay requires a total of 90 minutes incubation time. The test uses purified antigen coated on microtiter wells. Serum is added to each well and incubated for 30 minutes at 37°C. If H. pylori IgG antibodies are present they will bind to the antigen in the well. Unbound serum is removed by washing the wells three times. An HRP-conjugated anti-human IgG is then added to each well and incubated for 30 minutes at 37℃. If H. pylori antibody is present, it will bind to the antibody attached to the antigen on the wells are again washed three times to remove any unbound coniugate. A TMB substrate is added to each well and incubated for 30 minutes at 37°C. If enzyme is present, it will react with the substrate to generate a colored product. After the incubation period, the reaction is stopped with a Stop Solution and the color intensity is measured spectrophotometrically.

    AI/ML Overview

    Here's an analysis of the provided text regarding the Gold Standard Diagnostics Helicobacter pylori ELISA IgG Test Kit, focusing on the acceptance criteria and the study that proves the device meets them:

    1. Table of Acceptance Criteria and Reported Device Performance

    The provided document does not explicitly state pre-defined acceptance criteria values for the clinical performance metrics (Positive Agreement, Negative Agreement, Overall Agreement). Instead, it compares the device's performance to a legally marketed predicate device (Micro Detect, Inc. Pylori Detect IgG kit) and argues for substantial equivalence based on the observed agreement percentages.

    However, based on the context of 510(k) submissions, the implicit "acceptance criteria" are that the device's performance should be comparable to or not worse than the predicate device, demonstrating substantial equivalence. The reported device performance is as follows:

    Performance MetricAcceptance Criteria (Implied: Comparable to Predicate Device)Reported Device PerformanceComments
    % Positive AgreementComparable to Predicate Device (Micro Detect IgG ELISA)92.7% (with 95% CI: 88.5% to 95.5%)This indicates a high level of agreement between the new device and the predicate device for positive H. pylori cases. The 95% CI suggests reasonable precision for this estimate.
    % Negative AgreementComparable to Predicate Device (Micro Detect IgG ELISA)94.7% (with 95% CI: 92.0% to 96.5%)This indicates a high level of agreement between the new device and the predicate device for negative H. pylori cases. The 95% CI suggests reasonable precision for this estimate.
    % Equivocal AgreementComparable to Predicate Device (Micro Detect IgG ELISA)20% (with 95% CI: 5.7% to 51.0%)This agreement is significantly lower than positive and negative agreement. However, equivocal results often require further testing or clinical correlation, so a lower agreement for this category might be acceptable given the overall high positive and negative agreements. The wide CI suggests uncertainty in this estimate due to the small number of equivocal cases.
    Overall AgreementComparable to Predicate Device (Micro Detect IgG ELISA)92.8%This metric provides an overall measure of concordance between the two devices.

    2. Sample Size Used for the Test Set and Data Provenance

    • Sample Size: 625 samples.
    • Data Provenance: The samples were "routinely tested for H." at multiple sites. The document implies these were human serum samples collected as part of routine clinical practice. There is no specific mention of the country of origin, but given the submitter and review body (US FDA), it's highly probable the data is from the US. The study appears to be retrospective, as it used "samples being routinely tested."

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

    The concept of "experts establishing ground truth" as it applies to image-based diagnostics with radiologists is not directly applicable here. For this type of serological assay (ELISA for H. pylori IgG antibodies), the "ground truth" for the comparative study was established by a legally marketed predicate device (Micro Detect, Inc. Pylori Detect IgG assay, K973508).

    For discrepant samples, a "third assay, the DiaMedix H. pylori IgG assay (which is also commercially available)" was used for further testing. These commercially available assays themselves have their own validated performance characteristics, so they serve as the reference standard in this context rather than individual human experts adjudicating cases.

    4. Adjudication Method for the Test Set

    The adjudication method for the clinical comparison was a "third assay" (DiaMedix H. pylori IgG assay) for discrepant results between the new device and the predicate device.

    • For the 11 samples where the Gold Standard Diagnostics device was negative and the Micro Detect Inc. device was positive, the third assay called: 9 positive, 2 negative.
    • For the 13 samples where the Gold Standard Diagnostics device was positive and the Micro Detect Inc. device was negative, the third assay called: 1 borderline, 2 negative, 10 positive.

    This acts as a tie-breaker or further confirmatory test for discordant results, though the final calculation of agreement percentages is primarily based on the direct comparison between the new device and the predicate.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done

    No, an MRMC comparative effectiveness study was not done. This type of study typically involves multiple human readers interpreting cases with and without AI assistance, which is not relevant for a laboratory-based serological assay like the one described.

    6. If a Standalone (i.e. algorithm only without human-in-the-loop performance) Was Done

    Yes, a standalone performance evaluation was done for the Gold Standard Diagnostics H. pylori ELISA IgG Test Kit. The clinical comparison study directly measures the performance of the device itself (the "algorithm only") against a predicate device. The results (Positive Agreement, Negative Agreement, Overall Agreement) represent the direct output of the assay for each sample.

    7. The Type of Ground Truth Used

    The primary "ground truth" or reference standard for the clinical comparison was the predicate device (Micro Detect, Inc. Pylori Detect IgG ELISA). For discrepant samples, a secondary commercially available assay (DiaMedix H. pylori IgG assay) was used for further analysis. This is a common approach for establishing substantial equivalence for in vitro diagnostic devices when a definitive "gold standard" (like pathology for cancer) is not directly applicable or available for all samples.

    8. The Sample Size for the Training Set

    The document does not mention a training set or its sample size. This is expected because the device is an ELISA kit, which is a laboratory assay with fixed chemical and biological reagents and protocols, not a machine learning algorithm that requires a training set for model development. The performance characteristics are inherent to the assay's design and are evaluated through analytical and clinical validation studies.

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

    As no training set is mentioned or applicable for this type of device, this point is not relevant.

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