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510(k) Data Aggregation

    K Number
    K200532
    Device Name
    StarPore
    Date Cleared
    2020-06-02

    (92 days)

    Product Code
    Regulation Number
    874.3620
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    Anatomics Pty, Ltd.

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

    StarPore™ implants are intended for the restoration of bony contour in craniofacial defects.
    StarPore™ implants are intended for the restoration or augmentation of bony contour in craniofacial defects.

    Device Description

    StarPore™ (previously cleared as PoreStar™ Patient Specific Implants) is a range of anatomically shaped surgical implants manufactured from porous high-density polyethylene (HDPE). The star ("Star-") shaped particles create an interconnecting porous ("-Pore") architecture resembling trabecular bone. The implants are provided sterile and intended for single-use. StarPore™ is manufactured from medical grade HDPE (an electrically nonconductive and nonmagnetic polymer) and is suitable for use during Magnetic Resonance Imaging (MRI).
    The purpose of this Traditional 510(k) submission is to add "off-the-shelt" implant options to the StarPore™ product line. These off-the-shelf implants would provide surgeons the options of various sizes of implants which, unlike the predicate, would not be individually designed from 3D Computed Tomography (CT) scans provided to Anatomics by the referring surgeon. Instead, the subject implants would be offered in various off-the-shelf sizes and shapes which could then be cut by the prescribing surgeon intra-operatively to create an anatomically matched patient specific design.
    StarPore™ is intended for single use only and is provided sterile, using ethylene oxide gas.

    AI/ML Overview

    This document, K200532, is a 510(k) premarket notification for the StarPore™ device. It primarily focuses on demonstrating substantial equivalence to a predicate device, rather than presenting a detailed performance study with acceptance criteria in the typical sense of diagnostic or AI-driven device evaluation.

    The StarPore™ device is a range of anatomically shaped surgical implants made from porous high-density polyethylene (HDPE), intended for restoring or augmenting bony contour in craniofacial defects. The current submission is for "off-the-shelf" implant options, which can be cut by surgeons intra-operatively.

    Given the nature of this submission, the provided information does not include a traditional performance study with accuracy metrics, sensitivity, specificity, etc., as would be expected for a diagnostic or AI device. Instead, the submission relies on demonstrating substantial equivalence to a previously cleared predicate device (Anatomics Pty Ltd. PoreStar Patient Specific Implant - K171037) based on intended use, technological characteristics, material, and performance.

    Here's an attempt to address your requests based on the provided text, while acknowledging that many points related to AI/diagnostic device performance studies are not applicable:


    1. A table of acceptance criteria and the reported device performance

    Based on the provided text, specific quantitative acceptance criteria in terms of performance metrics (like accuracy, sensitivity, specificity) for StarPore™ are not explicitly stated or reported in the context of a new performance study. The submission relies on "substantial equivalence" to a predicate device.

    The "performance" documented here refers to the equivalence of the characteristics to the predicate.

    CharacteristicAcceptance Criteria (Implied by Substantial Equivalence to Predicate K171037)Reported Device Performance (StarPore™)
    Intended UseMatching the intended use of the predicate device: augmentation or restoration of bony contour in craniofacial defects.StarPore™ implants are intended for the restoration or augmentation of bony contour in craniofacial defects. (Matches predicate)
    MaterialMatching the material of the predicate device: Medical grade, HDPE (high density polyethylene).Medical grade, HDPE (high density polyethylene). (Matches predicate)
    DimensionsThe predicate device had patient-specific implants based on CT scans. The new device introduces "off-the-shelf" options. The criterion is that these off-the-shelf sizes are suitable for intra-operative cutting to achieve a fit for craniofacial defects.Various shapes consisting of lengths 27mm - 80mm, widths 27mm - 110mm, and thicknesses/heights 1mm - 8mm to be further cut by prescribing surgeons intraoperatively to achieve best fit. (Difference from predicate, but deemed safe/effective through risk analysis).
    PackagingSimilar packaging to ensure sterility and integrity.Double steri-pouch and put in shelf box. (Similar to predicate's "Double peel pouched and put in a shelf box").
    SterilitySame sterilization method as the predicate device.Sterile, by Ethylene Oxide gas. (Matches predicate)
    Safety TestingPrevious design validation and verification activities (material properties, sterilization, biocompatibility, shelf-life, stability) for the predicate (PoreStar™) are applicable.A new risk analysis assessment for StarPore™ showed no new worst case introduced. All previous testing from PoreStar™ (now StarPore™) is applicable. No further performance testing was deemed needed.

    2. Sample size used for the test set and the data provenance (e.g. country of origin of the data, retrospective or prospective)

    This information is not applicable as no new performance study with a test set (in the context of AI/diagnostic evaluation) was conducted. The assessment is based on substantial equivalence to a predicate device and a risk analysis.


    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts (e.g. radiologist with 10 years of experience)

    This information is not applicable as no new performance study with a test set (in the context of AI/diagnostic evaluation) was conducted which would require ground truth established by experts.


    4. Adjudication method (e.g. 2+1, 3+1, none) for the test set

    This information is not applicable as no new performance study with a test set (in the context of AI/diagnostic evaluation) was conducted.


    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 information is not applicable. StarPore™ is a physical surgical implant, not an AI or diagnostic tool that would involve human readers or comparative effectiveness studies of this nature.


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

    This information is not applicable. StarPore™ is a physical surgical implant, not an algorithm.


    7. The type of ground truth used (expert consensus, pathology, outcomes data, etc)

    This information is not applicable as no new performance study (in the context of AI/diagnostic evaluation) was conducted. The "ground truth" for this substantial equivalence submission would be the established safety and effectiveness of the predicate device (K171037) through its previous clearance, and the assessment that the new device does not introduce new questions of safety or effectiveness.


    8. The sample size for the training set

    This information is not applicable as StarPore™ is a physical surgical implant, not an AI or machine learning model that requires a training set.


    9. How the ground truth for the training set was established

    This information is not applicable as StarPore™ is a physical surgical implant, not an AI or machine learning model.

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    K Number
    K171037
    Manufacturer
    Date Cleared
    2017-12-27

    (265 days)

    Product Code
    Regulation Number
    874.3620
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    Anatomics Pty Ltd

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

    The PoreStar Patient Specific Implant is intended for the augmentation or restoration of bony contour in craniofacial defects.

    Device Description

    The PoreStar Patient Specific Implants are a range of anatomically shaped, patient specific surgical implants manufactured from high density polyethylene (HDPE) to the reconstructive boundaries indicated by the surgeon. The interconnecting porous ("Pore-") architecture created from a star ("-Star”) shaped particle resembles trabecular bone and permits tissue ingrowth into the implant. PoreStar Patient Specific Implants are individually designed from 3D Computed Tomography (CT) scans provided to Anatomics by the referring surgeon. The PoreStar Patient Specific Implants are provided sterile and intended for single-use.

    AI/ML Overview

    The PoreStar Patient Specific Implant is intended for the augmentation or restoration of bony contour in craniofacial defects. The submission demonstrates substantial equivalence to a predicate device, the MEDPOR Customized Surgical Implant (K083621).

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

    1. A table of acceptance criteria and the reported device performance

    The document does not explicitly present a stand-alone "acceptance criteria" table with corresponding "reported device performance" in the typical sense for clinical performance. Instead, it focuses on non-clinical testing to demonstrate equivalence to a predicate device. The acceptance criteria are implicitly met if the results of all non-clinical tests are successful and demonstrate substantial equivalence.

    CharacteristicAcceptance Criteria (Implicit)Reported Device Performance
    Material Safety (Biocompatibility)Compliance with ISO 10993-1, 10993-11, 10993-3, 10993-5, 10993-6, 10993-10 for various tests (Systemic toxicity, Genotoxicity, Cytotoxicity, Implantation, Intracutaneous reactivity, Skin sensitization).Biocompatibility testing of material in accordance with ISO 10993-1 (Systemic toxicity, Genotoxicity, Cytotoxicity, Implantation, Intracutaneous reactivity, Skin sensitization) was performed. The presence of additives in the material's formulation has no impact on the safety or efficacy of the device and its biocompatibility has been fully assessed according to ISO 10993-1 requirements.
    Mechanical IntegrityTensile testing according to ASTM D638, Flexural testing according to ASTM D790.Tensile testing according to ASTM D638 and Flexural testing according to ASTM D790 were performed. Mechanical characteristics have been assessed to be equivalent to the predicate.
    CompatibilityScrew pull-out testing according to ASTM F543. Verification of mechanical compatibility with screws or other fixation methods.Screw Pull-out testing in accordance to ASTM F543 and Verification testing of PoreStar's mechanical compatibility with screws or other fixation methods were performed.
    SterilizationSterilization validations in accordance with ISO 11135-1 and 11737-1. EO residuals testing per ISO 10993-7.Sterilization validations were performed in accordance with ISO 11135-1 and 11737-1. EO residuals testing per ISO 10993-7 was performed. The sterilization method (EO Gas) is the same as the predicate.
    Shelf-life (Packaging & Implant)Packaging shelf-life testing on accelerated aged samples as per ASTM F1980-07, including Peel testing to ASTM F88-09, Dye-testing to ASTM F1929-98 and ASTM1929-12. Mechanical characterization of aged implants including Tensile testing according to ASTM D638, Flexural testing according to ASTM D790, Screw Pull-out testing according to ASTM F543. Packaging dye testing according to ASTM F1929-15, Bubble emission testing according to ASTM F2096-11. Transport simulation test stipulated in ISTA 2A.Packaging shelf-life testing on accelerated aged samples as per ASTM F1980-07 consisting of Peel testing to ASTM F88-09 and Dye-testing to ASTM F1929-98 and ASTM1929-12 was performed. Mechanical characterization of aged implants consisting of Tensile testing according to ASTM D638, Flexural testing according to ASTM D790, Screw Pull-out testing according to ASTM F543 was performed. Packaging Dye testing according to ASTM F1929-15, Bubble emission testing according to ASTM F2096-11, and Transport simulation test stipulated in ISTA 2A (Compression, Vibration, Shock) were performed. A validated shelf-life of 2 years for the proposed device (compared to 10 years for predicate) is deemed equivalent as there is no safety or efficacy impact, and this mode of use is stipulated in the product labeling.
    Porous, High Density PolyethyleneDevice is manufactured from high density porous polyethylene.Both devices are manufactured from high density porous polyethylene.
    Patient Specific Design MethodImplants are manufactured to specifications set by the surgeon via CT scan submission.Both devices have the same design method whereby the implants are manufactured to the specifications set by the surgeon via submission of CT scan.
    Fixation MethodUtilizes plates and screws for fixation.Both devices utilize plates and screws as the method of fixation.
    Sterilization MethodEO Gas sterilization.Both devices have the same sterilization method (EO Gas).

    2. Sample size used for the test set and the data provenance (e.g. country of origin of the data, retrospective or prospective)

    This submission relies on non-clinical bench testing to demonstrate substantial equivalence, rather than clinical data or a "test set" of patient cases, as would be typical for an AI/ML device. Therefore, a sample size for a test set of patient data, data provenance, retrospective/prospective nature, number of experts, or adjudication methods are not applicable to this type of submission.

    The "samples" used were for the various material and mechanical tests (e.g., test specimens for tensile, flexural, and pull-out tests, packaging samples for integrity and shelf-life tests). The specific number of samples for each test is not detailed in the provided summary but would be standard for compliance with the cited ASTM and ISO standards. The provenance of these test samples (e.g., where the HDPE material was manufactured) is not given.

    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts (e.g. radiologist with 10 years of experience)

    Not applicable, as this is a non-clinical bench testing submission for a physical implant.

    4. Adjudication method (e.g. 2+1, 3+1, none) for the test set

    Not applicable, as this is a non-clinical bench testing submission for a physical implant.

    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 passive implant, not an AI-powered diagnostic or assistive tool for human readers.

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

    Not applicable. This device is a passive implant, not an algorithm.

    7. The type of ground truth used (expert consensus, pathology, outcomes data, etc)

    For the non-clinical tests, the "ground truth" is defined by the standards and specifications outlined in the ASTM and ISO documents. For example:

    • Material Safety: Compliance with biocompatibility limits defined by ISO 10993 standards.
    • Mechanical Integrity: Measured mechanical properties (e.g., tensile strength, flexural strength) meeting established material specifications or being equivalent to the predicate device’s properties.
    • Sterilization: Sterility assurance levels (SAL) and residual limits defined by ISO 11135-1, 11737-1, and 10993-7.
    • Shelf-life: Packaging integrity and mechanical properties after accelerated aging meeting predefined acceptance criteria referenced in ASTM F1980-07, ASTM F88-09, ASTM F1929-98, ASTM F1929-12, ASTM F1929-15, ASTM F2096-11, ISTA 2A.

    8. The sample size for the training set

    Not applicable. This device is a passive implant and does not involve AI/ML requiring a training set.

    9. How the ground truth for the training set was established

    Not applicable. This device is a passive implant and does not involve AI/ML requiring a training set or its associated ground truth establishment.

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