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510(k) Data Aggregation

    K Number
    K152464
    Device Name
    ORAcollect.Dx
    Manufacturer
    Date Cleared
    2016-05-26

    (269 days)

    Product Code
    Regulation Number
    862.1675
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    ORAcollect.Dx

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

    ORAcollect Dx is intended for use in the non-invasive collection of saliva samples. Human DNA from the saliva sample is isolated, stabilized, and suitable for use in FDA cleared molecular diagnostic applications. Saliva sample sultured using ORAcollect+Dx are stabilized and can be transported and/or stored long term at anbient can adions.

    Device Description

    The ORAcollect-Dx family of collection devices offers reliable collection, transportation and long-term ambient temperature storage of human DNA from saliva. ORAcollect-Dx is a non-invasive alternative for collecting high quality and quantity human DNA and is suitable for use in molecular diagnostic applications.

    ORAcollect-Dx consists of a collection tube containing a stabilizing liquid and a double ended cap with an integrated sponge used to collect a saliva sample. After receiving instruction from a professional, saliva collection can take place in a laboratory setting, physician's office, at home, or in the field. Untrained (naïve) or professional users can carry out saliva collection.

    Using the provided instructions for use, the integrated sponge on the device to collect a saliva sample from the mouth. After saliva is collected, the cap is removed from the tube, inverted to place the sponge into the collection tube with the stabilizing liquid, and re-capped with the sponge remaining inside the tube. Upon contacting saliva cells, the stabilizing liquid lyses cellular and nuclear membranes to release and stabilize nucleic acids (DNA).

    Samples can be immediately processed, transported or stored for future use. Samples can be shipped at ambient temperature to the laboratory for processing.

    ORAcollect-Dx device pre-collection shelf life is 24 months at room temperature (15°C to 25°C) from the date of manufacture. Post collection, ORAcollect·Dx samples are stable at room temperature for up to 60 days. ORAcollect · Dx device and sample integrity are preserved during typical ambient transport and storage conditions.

    AI/ML Overview

    The provided text describes the performance criteria and studies for the ORAcollect•Dx OCD-100 and ORAcollect•Dx OCD-100A saliva collection devices. The studies aim to demonstrate that the device collects high-quality human DNA suitable for FDA-cleared molecular diagnostic applications, specifically using the eSensor Warfarin Sensitivity Saliva Test.

    Here's a breakdown of the requested information:

    1. Table of Acceptance Criteria and Reported Device Performance

    General Acceptance Criteria for DNA Endpoints (unless otherwise specified per study):

    MetricAcceptance CriteriaReported Performance (Across various studies)
    DNA Concentration≥ 2 ng/µlMost studies reported 100% of samples met this criterion. One specific robustness study (User Study - incorrect collection site from cheek) reported 90% of samples met this criterion. Another study (Human Factors) reported "At least 99% of samples tested had DNA concentration ≥ 2ng/μL".
    Total DNA Yield≥ 0.01 µg100% of samples met this criterion in all reported studies.
    A260/A280 RatioBetween 1.2 and 2.3100% of samples met this criterion in all reported studies.
    eSensor Warfarin Sensitivity Saliva Test Agreement with Bidirectional Sequencing100% agreement (First-pass or Final-pass)Reproducibility/Precision: 100% agreement in first-pass results (Sample-to-sample, Lot-to-Lot, day-to-day and operator-to-operator reproducibility). 100% agreement (89/89) after final pass (Multi-centre reproducibility).
    Post-collection Sample Stability: All samples met performance acceptance criteria.
    User Study: 100% agreement after final pass, irrespective of using alternative, incorrect collection methods or incorrect collection site.
    Dry Mouth Study: 100% agreement with bidirectional sequencing after Final pass.
    Endogenous Substances: 100% agreement for all test substances.
    Exogenous Substances: 100% first-pass agreement.
    Matrix Comparison: 100% (45/45) final-pass agreement.
    DNA Contamination Monitor (DCM) FailuresNo failuresReported: No DCM failures (Reproducibility/Precision study).
    No-call resultsNo no-call resultsReported: No no-call results (Reproducibility/Precision study).
    Microbial ContentNo significant difference in mean percent from baselineMet acceptance criteria (Post-collection sample stability).
    Human Factors Study Success Rate≥ 80% overall (all tasks combined) and ≥70% of each taskAll samples met the acceptance criteria for the identified critical tasks (100%).

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

    The studies described are primarily performance evaluation studies for the device itself, rather than testing a specific clinical application on patient data. Therefore, the "test set" here refers to the samples collected specifically for these performance evaluations.

    • Reproducibility/Precision:
      • Sample-to-sample, Lot-to-Lot, day-to-day and operator-to-operator: 10 donors, each collecting 9 saliva samples (total 90 samples). Data provenance is not explicitly stated (e.g., country of origin, retrospective/prospective), but the study design suggests prospective collection for the purpose of the evaluation.
      • Multi-centre reproducibility: 30 donors, each collecting multiple saliva samples from 3 sites. Data provenance is not explicitly stated, but the study design suggests prospective collection.
    • Post-collection Sample Stability: 30 donors provided samples (total 120 DNA samples analyzed, subset of 10 donors tested on eSensor assay). Data provenance is not explicitly stated, but likely prospective.
    • User Study (Sampling Variability):
      • Effect of incorrect collection methods: 10 donors, multiple samples each.
      • Effect of collection from incorrect site: 10 donors, multiple samples each.
        Data provenance not explicitly stated, likely prospective.
    • Dry Mouth Study: 13 donors. Data provenance not explicitly stated, likely prospective and with specific selection criteria for dry mouth.
    • Human Factors: Naive donors (number not specified, but multiple donors implied). Data provenance not explicitly stated, likely prospective.
    • Interfering Substances (Endogenous): Donors provided 4 ORAcollect•Dx samples each (number of donors not specified). Data provenance not explicitly stated, likely prospective.
    • Interfering Substances (Exogenous): Donors provided 3 samples each for 5 test groups (number of donors not specified, but implied multiple). Data provenance not explicitly stated, likely prospective.
    • Matrix Comparison (OCD-100A vs OCD-100): 45 donors, 1 sample each using OCD-100A format and samples collected by the same donors using OCD-100 format. Data provenance not explicitly stated, likely prospective.
    • Method Comparison (Overall Analytical Performance): "100% of samples" (total number not specified, but refers to overall performance data generated across various studies).

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

    The ground truth for genotyping in these studies was established by bidirectional sequencing. This is an objective laboratory method and does not typically involve human "experts" in the same way, for example, a radiologist would establish ground truth for image interpretation. Therefore, the concepts of "number of experts" and "qualifications of experts" are not directly applicable in this context. The "expert judgment" lies in the robust establishment and validation of the bidirectional sequencing method itself.

    4. Adjudication Method for the Test Set

    Not applicable. The ground truth (bidirectional sequencing) is an objective laboratory result. Discrepancies would typically lead to re-sequencing or investigation of laboratory error, rather than adjudication between human experts. "First-pass" and "final-pass" results are mentioned for the eSensor Warfarin Sensitivity Saliva Test, indicating that initial results might be re-evaluated or re-tested if they don't meet criteria, but this is an evaluation of the device performance against the objective ground truth, not an adjudication of human interpretation.

    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

    Not applicable. This device is a saliva collection kit, not an AI-powered diagnostic tool for human interpretation. The studies evaluate the device's ability to collect and preserve DNA for subsequent molecular diagnostics, not its impact on human reader performance.

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

    This refers to the performance of the ORAcollect•Dx device itself, which is a standalone collection device. The performance evaluation includes the collection, stabilization, and suitability of the DNA for use in a downstream molecular diagnostic application (the eSensor Warfarin Sensitivity Saliva Test). The device's performance is assessed "algorithm only" in the sense that its output (DNA) is objectively measured and then fed into another diagnostic algorithm (the eSensor test).

    7. The Type of Ground Truth Used

    The primary ground truth used for validating the accuracy of genotyping results from DNA collected by ORAcollect•Dx (when tested with the eSensor Warfarin Sensitivity Saliva Test) was bidirectional sequencing.

    For other endpoints:

    • DNA concentration, total DNA yield, A260/A280 ratio were measured using standard laboratory equipment and protocols, with established acceptance criteria.
    • Microbial content was assessed against baseline measurements.
    • Human Factors study involved task observation and post-collection surveys.

    8. The Sample Size for the Training Set

    The document does not explicitly mention a "training set" in the context of machine learning or algorithm development for this device. The studies described are performance validation studies. The device itself (ORAcollect•Dx) is a physical collection kit, not an algorithm that requires a training set. The downstream eSensor Warfarin Sensitivity Saliva Test would have its own training and validation sets as part of its development, but those are not detailed here.

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

    Not applicable, as a "training set" in the context of an algorithm is not described for this device. If the downstream eSensor Warfarin Sensitivity Saliva Test had a training set, its ground truth would likely have been established by methods such as bidirectional sequencing, pathology confirmation, or other clinical gold standards relevant to warfarin sensitivity genotyping.

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