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510(k) Data Aggregation

    K Number
    K101956
    Date Cleared
    2010-12-16

    (157 days)

    Product Code
    Regulation Number
    872.3930
    Panel
    Dental
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Straumann MembraGel is a biodegradable, synthetic, in situ forming hydrogel material. It is intended to aid in the regeneration and integration of oral tissue components in guided bone regeneration procedures. This includes the surgical treatment of peri-implant defects, bone defects, deficient alveolar ridges, and extraction sockets. Because MembraGel is not self-supporting, it must be used in combination with a bone graft material in order to maintain space under the membrane.

    Device Description

    Straumann® MembraGel is a sterile, synthetic, degradable barrier membrane for single patient use. It is composed of two liquid poly(ethylene glycol) (PEG) compounds forming a hydrogel upon mixing. Straumann MembraGel is applied as a viscous liquid and gels on the application site within approximately 20 to 50 seconds. Straumann MembraGel acts as a barrier that inhibits non-osteogenic soft tissue cells of the overlying soft tissue from entering the defect site thereby supporting undisturbed regeneration of alveolar bone. Degradation of Straumann MembraGel by hydrolysis starts during normal wound healing. Straumann MembraGel must be stored refrigerated between 2-8°C (36-46°F). The application volume of Straumann MembraGel is 0.8 ml for approximately 5-7cm² coverage. The Straumann MembraGel kit contains: Two glass syringes each filled with a PEG component (PEG A and PEG B) mounted in a plastic holder. Two plastic syringes each filled with an activator (Activator A and Activator B) in a plastic holder. One applicator tip (a static mixer connected to an adapter). All components are delivered sterile and must be used immediately after opening of the blister packaging in an aseptic surgical environment.

    AI/ML Overview

    The Straumann MembraGel is a sterile, synthetic, degradable barrier membrane intended to aid in the regeneration and integration of oral tissue components in guided bone regeneration procedures.

    Here's an analysis of the acceptance criteria and the study that proves the device meets them:

    1. Table of Acceptance Criteria and Reported Device Performance

    Test PerformedAcceptance CriteriaReported Device Performance
    Biocompatibility
    CytotoxicityCytotoxic measurements results equal to or less than the predicate data.Non-cytotoxic
    Acute Systemic ToxicityAcute Systemic Toxicity results equal to or less than the predicate data.Non-toxic
    SQ Implantation (4 Weeks) - RabbitsSQ Implantation results equal to or less than the predicate data.Slight Irritant
    Gelation time20-50 secondsPassed
    In-vitro water uptake of the gelled productLess than 20%wt within 4 hours after gelationPassed
    In-vitro degradation pattern and timeFollowing a defined degradation kinetics ending in complete disintegration of the MembraGelPassed

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

    The document does not explicitly state the sample sizes for the specific tests performed (e.g., number of cytotoxicity tests, number of animals for SQ implantation, number of samples for gelation time).

    The data provenance is not explicitly mentioned as country of origin, but the testing was performed to support a 510(k) submission to the US FDA, implying compliance with US regulatory standards. The clinical study type is not specified (e.g., retrospective or prospective), but based on the nature of the tests (biocompatibility, in-vitro degradation), they are laboratory-based tests rather than clinical trials with human subjects. The SQ Implantation was performed on rabbits, which is an animal study.

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

    This section is not applicable as the provided document describes testing for a medical device (a synthetic barrier membrane) and not an AI/software device that would require expert-established ground truth from medical images or clinical data. The "ground truth" here refers to established scientific and regulatory standards for device performance and safety.

    4. Adjudication Method for the Test Set

    This section is not applicable for the same reasons as point 3. Adjudication methods like '2+1' or '3+1' are typically used in clinical trials or studies involving human expert review, especially for diagnostic or prognostic AI systems. Here, the "truth" is determined by measured physical, chemical, and biological properties according to predefined protocols.

    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 section is not applicable. The provided document describes a medical device (bone grafting material), not an AI system or software that would involve human readers or AI assistance.

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

    This section is not applicable. The device is a physical medical product, not a standalone algorithm.

    7. The Type of Ground Truth Used

    The "ground truth" for the tests performed on the Straumann MembraGel is based on:

    • Pre-defined specifications/standards: This includes internal specifications for gelation time, water uptake, and degradation kinetics.
    • Comparison to predicate device: For biocompatibility tests (cytotoxicity, acute systemic toxicity, SQ implantation), the acceptance criteria specify that results should be "equal to or less than the predicate," meaning the predicate device's established safety profile served as a benchmark.
    • Scientific and regulatory guidelines: The biocompatibility tests (cytotoxicity, systemic toxicity, implantation) are standard tests mandated by regulatory bodies like the FDA for medical devices, following established methodologies.

    8. The Sample Size for the Training Set

    This section is not applicable. The document describes a physical medical device, not a machine learning model or an AI system that would require a "training set."

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

    This section is not applicable for the same reasons as point 8.

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