Search Filters

Search Results

Found 1 results

510(k) Data Aggregation

    K Number
    DEN170086

    Validate with FDA (Live)

    Manufacturer
    Date Cleared
    2018-05-17

    (206 days)

    Product Code
    Regulation Number
    886.5310
    Type
    Direct
    Reference & Predicate Devices
    Predicate For
    N/A
    Why did this record match?
    Reference Devices :

    DEN160030

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

    The TrueTear Intranasal Tear Neurostimulator provides a temporary increase in tear production during neurostimulation to improve dry eye symptoms in adult patients with severe dry eye symptoms.

    Device Description

    The TrueTear Intranasal Tear Neurostimulator is a non-surgical, non-implantable device intended for the application of low level electrical stimulation to sensory neurons of the nasal cavities to increase tear production to improve dry eye symptoms in adult patients with severe dry eye symptoms. The device consists of four distinct non-sterile subassemblies: Disposable Tips, a reusable Base Unit, a reusable Charging Station, and a reusable Cover. The device design has not been significantly modified from the device granted under DEN160030, with technical changes including enabling Bluetooth functionality for one-way wireless communication, removal of material used in the disposable tip, disabling of the tip detection feature in the Base Unit, and addition of an optional mobile application (TrueTear App) for reading and summarizing device usage data.

    AI/ML Overview

    Here's a breakdown of the acceptance criteria and the study details for the TrueTear Intranasal Tear Neurostimulator, based on the provided text:

    1. Table of Acceptance Criteria and Reported Device Performance

    The acceptance criteria are not explicitly defined as pass/fail thresholds in the provided text for overall device performance regarding dry eye symptom improvement. Instead, the FDA's decision to grant De Novo classification is based on a benefit-risk determination and the device's ability to demonstrate "meaningful improvement in symptoms." The reported device performance is presented as the proportion of subjects achieving a clinically important change (MCID) in their OSDI score.

    Acceptance Criteria (Inferred from Benefit-Risk Conclusion & Special Controls)Reported Device Performance (Severe Dry Eye Subgroup)
    Clinical performance testing must evaluate improvement of dry eye symptoms under anticipated conditions of use. (Special Control 1)OSDI Change from Baseline (Severe Dry Eye Subgroup):- At Day 7 (MCID 7.3): 42.86% (33/77) improved, 12.99% (10/77) worsened- At Day 30 (MCID 7.3): 38.67% (29/75) improved, 12.00% (9/75) worsened- At Day 7 (MCID 13.4): 23.38% (18/77) improved, 5.19% (4/77) worsened- At Day 30 (MCID 13.4): 25.33% (19/75) improved, 6.67% (5/75) worsenedConclusion: "There were more participants with severe dry eve symptoms that had a meaningful improvement in symptoms as measured with the Ocular Surface Disease Index (OSDI) than the number with clinically significant worsening of symptoms at day 7 and at day 30."
    Probable benefits outweigh probable risks.Based on the above OSDI results, and a low incidence of self-limited, non-serious adverse events, the FDA concluded: "The probable benefits outweigh the probable risks for the TrueTear Intranasal Tear Neurostimulator."

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

    • Test Set Sample Size:
      • Overall enrolled participants: 97
      • Participants with severe dry eye symptoms at screening (used for primary analysis): 77
      • Participants with severe dry eye symptoms seen at Day 30: 75
      • The moderate dry eye group's sample size was "too small to make meaningful inferences."
    • Data Provenance: The study was a prospective clinical trial (OCUN-010) conducted by the applicant (Allergan). The document does not specify the country of origin of the data, but Allergan is based in Irvine, California.

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

    The ground truth for device effectiveness was established using patient-reported outcomes via the Ocular Surface Disease Index (OSDI). Therefore, traditional "experts" like radiologists establishing a ground truth in image analysis are not applicable here. The "ground truth" for severity categories was based on OSDI scores (Severe dry eye: OSDI total score of 33 or more).

    4. Adjudication Method for the Test Set

    Not applicable. The study relied on a patient-reported outcome measure (OSDI) rather than expert adjudication of clinical findings.

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

    No, an MRMC comparative effectiveness study was not conducted. This device is not an AI diagnostic tool that assists human readers in interpreting cases. It's a medical device for direct patient treatment. The study design focused on the patient's self-reported improvement in symptoms.

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

    Yes, the effectiveness study (OCUN-010) evaluated the device's performance standalone, meaning its direct effect on patients (human-with-device) without a human interpreter in the loop. The device itself is the "standalone" treatment. The study assessed the device's ability to improve dry eye symptoms through neurostimulation. While patient training was involved, the performance being measured was that of the device and the patient's physiological response, not an AI algorithm's diagnostic accuracy.

    7. The Type of Ground Truth Used

    The primary ground truth used was patient-reported outcomes data, specifically the Ocular Surface Disease Index (OSDI). Clinically meaningful change was defined using published Minimal Clinically Important Difference (MCID) thresholds from Miller et al. (Arch Ophthalmol. 2010;128(1):94-101).

    8. The Sample Size for the Training Set

    No separate "training set" is mentioned in the context of clinical efficacy for this device. The clinical trials (OCUN-009 and OCUN-010) are described as pivotal studies for effectiveness and safety. For software development and validation, specific training set information is not provided, but it states "The submission contained all the elements of software documentation corresponding to the "Moderate" level of concern, as outlined in the "Guidance for the Content of Premarket Submissions for Software Contained in Medical Devices."

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

    As there's no explicitly defined "training set" for clinical efficacy in the provided text, this question is not directly applicable. For software ground truth, internal specifications and hazard analyses would have guided the verification and validation (V&V) testing.

    Ask a Question

    Ask a specific question about this device

    Page 1 of 1