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510(k) Data Aggregation

    K Number
    K063664
    Manufacturer
    Date Cleared
    2007-01-25

    (48 days)

    Product Code
    Regulation Number
    866.3390
    Reference & Predicate Devices
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The GEN-PROBE APTIMA® Assay for Neisseria gonorrhoeae is a target amplification nucleic acid probe test that utilizes target capture for the in vitro qualitative detection of ribosomal RNA (rRNA) from Neisseria gonorrhoeae (GC) to aid in the diagnosis of gonococcal urogenital disease using the TIGRIS® DTS® Automated Analyzer or semiautomated instrumentation as specified. The assay may be used to test the following specimens from symptomatic individuals: clinician-collected endocervical, vaginal and male urethral swab specimens; and female and male urine specimens. The assay may be used to test the following specimens from asymptomatic individuals: clinician-collected endocervical, vaginal swab specimens; patient-collected 'vaginal swab specimens; and female and male urine. The assay is also intended for use with the testing of gynecological specimens, from both symptomatic and asymptomatic patients collected in the PreservCyt® Solution and processed with the Cytyc ThinPrep® 2000 System.

    Device Description

    Clearance of this premarket notification extends the clinical performance claims of the commercially available GEN-PROBE®APTIMA® Assay for Neisseria gonorrhoeae with the testing of gynecological specimens collected in the PreservCyt® Solution and processed with the Cytyc ThinPrep® 2000 System, for use on the TIGRIS® DTS® System. The ancillary kit for this application is commercially available as the GEN-PROBE APTIMA Specimen Transfer Kit. The components of the APTIMA Specimen Transfer Kit include: (1) a transport tube containing transport media with a penetrable cap and (2) specific instructions for use regarding decontamination and specimen processing procedures. The APTIMA Transfer Kit may only be used in conjunction with the APTIMA Assays.

    AI/ML Overview

    This document describes the GEN-PROBE APTIMA Assay for Neisseria gonorrhoeae on the TIGRIS DTS System. The goal of the submission appears to be to expand the clinical performance claims of the existing assay to include gynecological specimens collected in PreservCyt Solution and processed with the Cytyc ThinPrep 2000 System, for use on the TIGRIS DTS System.

    Here's the breakdown of the acceptance criteria and study information:

    1. Table of Acceptance Criteria and Reported Device Performance

    The acceptance criteria provided in the document are primarily related to agreement studies and analytical performance targets rather than explicit numerical thresholds for clinical sensitivity/specificity against a gold standard for the new use case (PreservCyt specimens on the TIGRIS DTS System). The clinical studies focus on demonstrating equivalence between the TIGRIS DTS System and previously validated DTS Systems.

    Acceptance Criteria (Implied)Reported Device Performance (for PreservCyt specimens on TIGRIS DTS)
    Analytical Sensitivity (Limit of Detection)
    100% positivity at 50 CFU/assay (250 fg of total GC rRNA)100% positive (95.1-100% CI) for N. gonorrhoeae rRNA spiked into post-processed PreservCyt liquid Pap specimen pool at 50 CFU/assay (250 fg). (N=60)
    Analytical Specificity
    No cross-reactivity with closely related organisms and common floraAll 24 tested culture isolates (including 17 phylogenetically related to N. gonorrhoeae) showed no cross-reactivity when tested at 1 x 10^6 cells/mL in PreservCyt liquid Pap media and Swab Transport Media on three different TIGRIS DTS Systems. The document does not explicitly state an "acceptance criteria" but the presented data indicates 100% specificity for the tested organisms. Some Neisseria species known to cross-react in other amplification assays were noted as potential cross-reactors, which is a disclaimer, not a failure.
    Specimen-Caused Inhibition
    < 5% inhibition rate for post-processed PreservCyt specimens0% inhibition (0/240) detected in 240 negative clinical post-processed PreservCyt liquid Pap specimens.
    Interference by Whole Blood
    No interference up to 10% (v/v) blood in PreservCyt specimensBackground signals remained below the assay cut-off for negative PreservCyt liquid Pap specimens with up to 10% (v/v) blood. For spiked specimens, the presence of up to 10% (v/v) blood did not interfere with the recovery of a positive signal.
    Clinical Equivalence (TIGRIS DTS vs. DTS Systems)
    Overall agreement ≥ 90% (with acceptable CI)100% Overall Agreement (93.0-100% CI) for all 51 PreservCyt specimens (40 positive, 11 negative) between DTS Systems and TIGRIS DTS System.
    Positive agreement ≥ 90% (with acceptable CI)100% Positive Agreement (91.2-100% CI) between DTS Systems and TIGRIS DTS System.
    Negative agreement ≥ 90% (with acceptable CI)100% Negative Agreement (71.5-100% CI) between DTS Systems and TIGRIS DTS System.
    Clinical Panel Equivalence
    100% agreement between TIGRIS and DTS Systems for all panel members100% agreement for all five panel members (0 fg, 25 fg, 250 fg, 2,500 fg, 25,000 fg rRNA/Assay) between TIGRIS and DTS Systems. Overall % Agreement between TIGRIS and DTS was 100% (97.2-100% CI) for the 250 fg (Low) panel member.

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

    • Analytical Sensitivity (LOD): N=60 for post-processed PreservCyt liquid Pap specimen. The data provenance is from laboratory spiking experiments.
    • Analytical Specificity: 24 culture isolates. The data provenance is from laboratory testing of known organisms.
    • Specimen-Caused Inhibition: N=240 negative clinical post-processed PreservCyt liquid Pap specimens. Data provenance is from clinical specimens presumably collected in the US (not explicitly stated for this part, but the clinical study below is multi-center in the US).
    • Interference by Whole Blood: Not specified as a precise "test set" size, but involved three negative PreservCyt liquid Pap specimen pools, tested in the absence and presence of N. gonorrhoeae and varying blood concentrations. Data provenance is from laboratory spiking experiments.
    • Clinical Specimen Study: N=51 PreservCyt specimens (34 symptomatic, 17 asymptomatic female subjects).
      • Data Provenance: Prospective, multi-center clinical study. Patients were enrolled from family planning, OB/GYN, public health, and STD clinics. While not explicitly stated, multi-center studies for FDA submissions are typically conducted in the USA.
    • Clinical Panel Study: 132 replicates (30 aliquots for each of 4 positive panel members, and 12 aliquots for the negative panel member). These were created from pooled residual negative PreservCyt specimens from female subjects.

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

    There is no mention of "experts" in the context of establishing ground truth for the test sets in this submission.

    • Clinical Specimen Study: The "ground truth" or reference method for comparison was the AGC Assay performed on the previously validated DTS Systems, following an initial screening with FDA-cleared APTIMA COMBO 2 (AC2) Assay. The AC2 Assay results determined whether specimens were selected for the clinical specimen or panel study. This is a comparison between two automated systems rather than expert interpretation of a gold standard.
    • Clinical Panel Study: The "ground truth" for the panel members was their known N. gonorrhoeae ribosomal RNA (rRNA) concentration (spiked or not spiked).
    • Analytical Studies: Ground truth was based on known concentrations of spiked organisms or rRNA, or confirmed negative samples.

    4. Adjudication Method for the Test Set

    Not applicable in the typical sense of expert adjudication of imaging or clinical findings.

    • For the Clinical Specimen Study, the comparison was made between the results of the AGC Assay on the DTS Systems (predicate) and the TIGRIS DTS System (new system). No explicit adjudication process between discordant results from these two systems is described; rather, the agreement between them was calculated.
    • For the Analytical Studies and Clinical Panel Study, the "ground truth" was established by experimental design (e.g., spiking known quantities of analyte, using confirmed negative samples), not through adjudication of expert opinions.

    5. If a Multi Reader Multi Case (MRMC) Comparative Effectiveness Study was Done, If So, What was the Effect Size of How Much Human Readers Improve with AI vs without AI Assistance

    This submission is for an in vitro diagnostic (IVD) assay, specifically a nucleic acid amplification test (NAAT) for Neisseria gonorrhoeae. It is a standalone diagnostic device with no "human reader" component in the interpretation of results in the way an imaging AI device would have. Therefore, an MRMC comparative effectiveness study involving human readers and AI assistance is not applicable to this device.

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

    Yes, the studies presented are essentially standalone performance evaluations of the GEN-PROBE APTIMA Assay on the TIGRIS DTS System. The assay generates a qualitative (positive/negative) result without human interpretation of raw data beyond confirming valid assay run parameters. The purpose of this submission was to demonstrate equivalence of this assay on a new automated platform (TIGRIS DTS) for a new specimen type (PreservCyt).

    7. The Type of Ground Truth Used

    • Analytical Sensitivity: Known spiked concentrations of N. gonorrhoeae rRNA.
    • Analytical Specificity: Known culture isolates.
    • Specimen-Caused Inhibition and Interference: Known negative samples and known spiked concentrations (for inhibition/recovery).
    • Clinical Specimen Study: The results of the AGC Assay on the predicate DTS Systems, following initial screening with the FDA-cleared APTIMA COMBO 2 (AC2) Assay. This acts as a reference method for the comparison between the old and new platforms.
    • Clinical Panel Study: Known spiked concentrations of N. gonorrhoeae ribosomal RNA (rRNA) into confirmed negative PreservCyt specimens.

    8. The Sample Size for the Training Set

    The document does not explicitly mention a "training set" in the context of device development or algorithm training. This is a molecular diagnostic assay, not a machine learning or AI algorithm in the conventional sense that would require a dedicated training set. The assay's parameters (e.g., cut-offs) would have been established during its initial development and validation, which is not detailed in this specific 510(k) summary, as this submission is an extension of claims for an already cleared assay.

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

    As no specific "training set" for an AI/ML algorithm is mentioned or applicable here, this question is not relevant to the provided documentation. The assay relies on target amplification and detection of rRNA, with predetermined analytical characteristics, rather than learning from a training dataset.

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