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510(k) Data Aggregation

    K Number
    K092819
    Date Cleared
    2010-07-15

    (304 days)

    Product Code
    Regulation Number
    866.1700
    Reference & Predicate Devices
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    Why did this record match?
    Device Name :

    REMEL SPECTRA VRE

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

    Remel Spectra™ VRE is a selective and differential chromogenic medium, containing 6 µg/ml of vancomycin, intended for use in the qualitative detection of gastrointestinal colonization with vancomycin-resistant Enterococcus faecium and Enterococcus faecalis (VRE) to aid in the prevention and control of VRE in healthcare settings. The test is performed with rectal swab and fecal specimens from patients to screen for VRE colonization. Spectra™ VRE is not intended to diagnose VRE infection or to guide or monitor treatment for infections. Subculture to non-selective media (e.g. Tryptic Soy Agar with 5% sheep blood) is needed for further identification, susceptibility testing, and epidemiological typing.

    Device Description

    Remel Spectra™ VRE is an opaque medium allowing differentiation of vancomycin-resistant E. faecium from vancomycin-resistant E. faecalis by incorporation of two chromogens that are targeted by phosphatase and agalactosidase. The action of these enzymes on the chromogens results in a build-up of color within the colony. The presence of phosphatase enzymes in both E. faecium and E. faecalis results in a light blue or blue colony. However, E. faecium also produces a-galactosidase, resulting in a mix of blué and pink chromophores within the bacterium producing navy blue or pink-purple colonies, which are distinquished from the light blue or blue E. faecalis colonies. Additional antibiotics. in combination with vancomycin, are present to suppress the growth of competing flora including E. gallinarum and E. casseliflavus, both of which are intrinsically resistant to vancomycin, possessing the chromosomally encoded VanC resistance mechanism.

    AI/ML Overview

    The information provided describes the performance of the Spectra™ VRE device, a chromogenic medium for detecting VRE colonization. Here's a breakdown of the acceptance criteria and study details:

    1. Table of Acceptance Criteria and Reported Device Performance

    The document doesn't explicitly state "acceptance criteria" as a section, but rather presents the overall agreement percentages for the device compared to conventional methods. The implicit acceptance criteria would likely be high concordance with established methods for both positive and negative results, along with robust detection of the target organisms.

    MetricAcceptance Criteria (Implicit)Reported Device Performance (Spectra™ VRE vs. Conventional Methods)
    Overall PerformanceHigh agreementPositive % Agreement: 99.1% (218/220)
    Negative % Agreement: 99.8% (408/409)
    VR-E. faecium DetectionHigh agreementPositive % Agreement: 99.0% (189/191)
    Negative % Agreement: 99.8% (437/438)
    VR-E. faecalis DetectionHigh agreementPositive % Agreement: 100% (29/29)
    Negative % Agreement: 100% (600/600)
    VRE Recovery (Spectra™ VRE vs. BEAV)Higher or similar recoverySpectra™ VRE: 99.1% (218/220)
    BEAV: 95.5% (210/220)
    Interfering SubstancesMinimal interferenceSome substances (e.g., blood, Pepto-Bismol®) may reduce recovery
    Reproducibility100% consistency100% of tested strains produced expected results at 24 hours

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

    • Sample Size: 623 prospective rectal swab and fecal surveillance specimens (yielding 629 data points).
    • Data Provenance: The study was conducted at "three geographically diverse regions of the United States," indicating a multi-site prospective study within the US. The data is prospective.

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

    The document does not specify the "number of experts" or their "qualifications." It states that suspect VRE isolates were evaluated using:

    • Vitek® 2 system
    • Biochemical tests
    • Antibiotic gradient method for vancomycin MIC determination

    This suggests laboratory personnel following established microbiology protocols, rather than individual expert adjudication in the traditional sense of, for example, multiple radiologists reviewing images.

    4. Adjudication Method for the Test Set

    The document does not describe an adjudication method in the context of resolving discrepancies between multiple readers or interpretations. The ground truth was established by a combination of standard laboratory methods (Vitek® 2, biochemical tests, MIC determination), which inherently provide a definitive result without a need for "adjudication" between conflicting interpretations by multiple individuals.

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

    No, an MRMC comparative effectiveness study was not done. The study compares the performance of the Spectra™ VRE medium to a conventional culture method (Bile Esculin Azide Agar with Vancomycin), not the comparative effectiveness of human readers with or without AI assistance. The interpretation of both the Spectra™ VRE and the conventional method is described as "Manual, visual," indicating human interpretation of culture plates, but not a study designed to measure the impact of AI assistance on human performance.

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

    This is an in vitro diagnostic (IVD) device, specifically a culture medium. Its performance is inherent to how well it grows and differentiates bacteria under manual, visual interpretation. There is no "algorithm" in the sense of artificial intelligence that would perform autonomously. Therefore, the concept of a "standalone" algorithm performance (without human-in-the-loop) as understood in AI/ML medical devices does not apply here. The performance described is the standalone performance of the medium itself when interpreted manually.

    7. The Type of Ground Truth Used

    The ground truth was established by a combination of:

    • Conventional Culture: Growth on Bile Esculin Azide Agar with 6 µg/ml Vancomycin (BEAV) after 48 hours incubation.
    • Identification and Susceptibility Testing: Suspect isolates were further evaluated using the Vitek® 2 system, biochemical tests, and an antibiotic gradient method for vancomycin Minimum Inhibitory Concentration (MIC) to confirm VRE (specifically E. faecium and E. faecalis) with MICs >256 µg/ml.

    This represents a form of "reference standard" based on established microbiology laboratory methods for identification and antimicrobial susceptibility testing.

    8. The Sample Size for the Training Set

    The document does not mention a "training set" or "training data" as this is not an artificial intelligence/machine learning device. The development of the chromogenic medium would involve laboratory R&D, but not in the sense of training an algorithm on a dataset.

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

    As there is no "training set" in the context of an AI/ML device, this question is not applicable. The development of the medium would rely on scientific principles of microbiology and chromogenic reactions to achieve the desired differentiation.

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