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510(k) Data Aggregation

    K Number
    K192871
    Date Cleared
    2019-11-07

    (30 days)

    Product Code
    Regulation Number
    866.3045
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    B. anthracis Real-time PCR Assay

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The B. anthracis Real-Time PCR Assay is an in vitro diagnostic test for the qualitative detection of plasmid and chromosomal DNA sequences from B. anthracis. The assay can be used to test human respiratory samples, whole blood, serum, plasma, swabs from lesions, cerebrospinal fluid, and bacterial culture isolates from individuals suspected of having anthrax.

    Results generated from direct specimentesting are presumptive for the identification of B. anthracis. Results generated from culture isolate testing should be used in conventional methods for identification of Bacillus anthracis isolates as part of the LRN Bacillus anthracis Testing Algorithm. The diagnosis of anthrax infection must be made based on history, signs, symptoms, exposure likelihood, and other laboratory evidences, in addition to the identification of B. anthracis from cultures or detection directly in clinical specimens.

    Use is limited to Laboratory Response Network (LRN) designated laboratories.

    The B. anthracis Real-time PCR Assay is also intended for environmental specimen testing for biothreat detection and response. FDA has not evaluated claims related to the use of this assay on environmental specimens.

    Device Description

    The B. anthracis Real-time PCR Assay uses a fluorogenic probe, consisting of an oligonucleotide with a reporter dve (FAM) attached to the 5' end and a quencher dye (BHQ1) attached at or near the 3′ end. The probe anneals to a specific target sequence located between the forward and reverse primers. During the extension phase of the PCR cycle, the 5′ nuclease activity of Taq polymerase degrades the probe causing the reporter dye to separate from the quencher dye and a fluorescent signal is generated. With each cycle, additional reporter dye molecules are cleaved from their respective probes and the fluorescence intensity is monitored during the PCR. The Tag polymerase used in this assay is inactive at room temperature. It must be activated by incubation at 95°C, which also minimizes the production of nonspecific amplification products.

    Each extracted DNA sample is tested with three B. anthracis primer and probe sets run as individual reactions. The primer and probe sets target genes encoding virulence factors as well as conserved regions of DNA from the B. anthracis chromosome. All primer and probe sets must be positive for the overall result of the B. anthracis Real-time PCR Assay to be interpreted as positive. Any result that is positive for some, but not all target regions, is still considered equivocal and follow-up laboratory investigation should be performed per the LRN Bacillus anthracis testing algorithm.

    AI/ML Overview

    The provided document is a 510(k) premarket notification for the B. anthracis Real-time PCR Assay. It indicates substantial equivalence to a predicate device and provides information on its intended use, device description, and a comparison with the predicate. However, it explicitly directs inquiries regarding performance characteristics (including analytical limit of detection, analytical sensitivity and specificity, and clinical performance) to the Centers for Disease Control and Prevention. Therefore, the acceptance criteria and the study that proves the device meets those criteria are not detailed within this document.

    Here is a summary of the information that is available in the document, and what is explicitly stated as not available:


    1. Table of Acceptance Criteria and Reported Device Performance

    • Not available in the provided document. The document directs inquiries regarding performance characteristics to the Centers for Disease Control and Prevention.

    2. Sample size used for the test set and the data provenance

    • Not available in the provided document. The document states that inquiries regarding analytical LoD, analytical sensitivity and specificity, and clinical performance should be directed to the Centers for Disease Control and Prevention. This would include information about sample sizes and data provenance for validation studies.

    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts

    • Not applicable / Not available in the provided document. For a PCR assay, the "ground truth" is typically established by definitive laboratory methods (e.g., bacterial culture, sequencing, or a reference method) rather than expert opinion on images or clinical assessments. The details of how ground truth was established for the analytical and clinical performance studies are not present.

    4. Adjudication method for the test set

    • Not applicable / Not available in the provided document. See point 3.

    5. If a multi-reader multi-case (MRMC) comparative effectiveness study was done, and the effect size of how much human readers improve with AI vs without AI assistance

    • Not applicable. This device is a diagnostic PCR assay, not an AI-assisted imaging or diagnostic tool that involves human readers in the traditional sense of an MRMC study.

    6. If a standalone (i.e., algorithm only without human-in-the-loop performance) was done

    • Yes, implicitly. The device is a Real-time PCR Assay, which is an in vitro diagnostic test. Its performance inherently refers to its standalone analytical and clinical performance in detecting target DNA sequences. While human operators are involved in running the assay and interpreting results, the "algorithm" (the PCR chemistry and detection) itself functions stand-alone. However, specific details of "standalone performance" metrics (like sensitivity, specificity, accuracy against a reference standard) are not provided and are referred to the CDC.

    7. The type of ground truth used

    • For a PCR assay detecting DNA sequences from B. anthracis, the ground truth for performance studies would typically be established by a "gold standard" laboratory method, such as:
      • Bacterial culture and identification: Confirmation of B. anthracis growth and subsequent identification using conventional microbiological methods (e.g., phenotypic differences, susceptibility testing).
      • Reference molecular methods: Other validated PCR assays or DNA sequencing for definitive identification.
    • Specific details of how ground truth was established for the validation studies are not available in the provided document.

    8. The sample size for the training set

    • Not applicable. For a PCR assay, there isn't a "training set" in the machine learning sense. The assay is developed based on known genetic targets of B. anthracis. Development involves optimizing primer/probe design and assay conditions, but not "training" an algorithm on a dataset.

    9. How the ground truth for the training set was established

    • Not applicable. See point 8.
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