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510(k) Data Aggregation

    K Number
    K042762
    Manufacturer
    Date Cleared
    2004-12-22

    (78 days)

    Product Code
    Regulation Number
    864.7925
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The device is a plasma based functional IVD assay for the decemination of resistance to activated protein C caused by the factor V Leiden mulation (EV-QEAC) vated protein C castin bascu for the december (FV: CS00) on automation of resistance to activated protein C caused by the factor V Leiden mulation (FV: (SOO) on automated a the super of of C backed by the factor v Leiden mulation (FV:Q506) on automated and

    Device Description

    Pefakit® APC-R Factor V Leiden is an in vitro diagnostic test kit containing 3 vials each of the following 4 lyophilized reagents: R1: APC / RVV-V (+APC) Reagent (APC, RVV-V, Polybrene, Hepes, BSA) R2: APC / RVV-V (-APC) Reagent (RVV-V, Polybrene, Hepes, BSA) R3: PTA Reagent (Prothrombin Activator, EDTA, Hepes, BSA) R4: Dilution Plasma (Human Plasma, processed) For Quality Assurance/Quality Control the corresponding control kit 'Pefakit® APC-R Factor V Leiden Controls' has to be used. It contains 3 vials each of the following 2 lyophilized control plasmas: C1: pooled human plasma from donors confirmed to be normal wild-type by FV Leiden PCR testing C2: pooled human plasma from donors confirmed to be heterozygous by FV Leiden PCR testing

    AI/ML Overview

    This 510(k) summary describes the Pefakit® APC-R Factor V Leiden, an in vitro diagnostic test kit used to detect resistance to activated protein C caused by the Factor V Leiden mutation. The summary details the device's technological characteristics, non-clinical and clinical study results, and its substantial equivalence to a predicate device.

    1. Table of Acceptance Criteria and Reported Device Performance

    The acceptance criteria are implied by the direct comparison to the predicate device and the claims of "superior" performance in certain aspects. The submission doesn't explicitly state quantitative acceptance criteria targets but rather compares performance to the predicate device and internal standards.

    Performance MetricAcceptance Criteria (Implied)Reported Device Performance
    PrecisionComparable to predicate device; CV < 6%Within-series and Day-to-day precision: Overall CV < 6% (in-house testing). Side-by-side comparison with predicate on STA® R analyzer showed equivalent precision.
    Diagnostic SensitivityHigh; comparable or superior to predicate deviceIn-house testing: 100% diagnostic sensitivity. Clinical studies: Superior diagnostic sensitivity compared to the predicate device.
    Diagnostic SpecificityHigh; comparable or superior to predicate deviceIn-house testing: 100% diagnostic specificity. Clinical studies: Superior diagnostic specificity compared to the predicate device.
    Resolution PowerDiscrimination between carriers and non-carriers, heterozygous, and homozygous mutant carriersHigh power of resolution not only between carriers and non-carriers of the FV Leiden mutation but also between heterozygous and homozygous carriers.
    Interference (Lupus Anticoagulants - LA)Insensitivity to LA (superior to predicate device)In-house testing: No influence of LA on the discrimination power. CIMCLD/AKH study: LA clearly visible with predicate, but no influence on Pefakit® assay. DUMC study: LA had no influence on the outcome of the Pefakit® assay. Clearly superior to the predicate device in this respect.
    Interference (High Factor V Deficiency (< 50%) & Aprotinin, Protamine, DTI)Acknowledged interference, similar to predicate deviceInterferes with the test, similar to the predicate device.
    Interference (Oral Coagulant Treatment)No influence, similar to predicate deviceClinical studies: Both tests (new device and predicate) were not influenced by oral coagulant treatment of the patients.
    Stability (On-board reconstituted reagents)At least 24 hours; equivalent or superior to predicateAt least 24h.
    Stability (Kit and reagents, unopened)At least 2 years when stored at 2-8°CReal time long-term stability studies ongoing; currently proved stable for 2 years when stored unopened at 2-8°C.
    Batch-to-batch VariabilityVery lowDemonstrated to be very low across three pilot batches (100, 250, and 1000 device boxes) for both the basic device and the control device.

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

    The exact sample sizes for the test sets in the clinical studies are not explicitly stated in this 510(k) summary. It mentions "clinical studies at two haematology laboratories of big central Hospitals in Europe (CIMCLD/AKH, Vienna) and the USA (Duke University Medical Center/DUMC, Durham/Raleigh NC)."

    Data Provenance:

    • Country of Origin: Europe (Vienna, Austria) and USA (Durham/Raleigh NC, Duke University Medical Center).
    • Retrospective or Prospective: The summary does not explicitly state if the studies were retrospective or prospective, but the phrasing "In these studies both tests showed to have comparable precision..." and "For all other possible interference factors included in these studies no correlation could be found between patient parameters and test outcome" suggests a prospective collection or at least a controlled comparison of samples within the designated studies.

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

    The summary does not specify the number of experts or their qualifications used to establish the ground truth for the clinical study test sets. It refers to "donors confirmed to be normal wild-type by FV Leiden PCR testing" and "donors confirmed to be heterozygous by FV Leiden PCR testing" for the control plasmas C1 and C2, respectively. This implies that PCR testing was the method of establishing the true genotype, but not who performed or confirmed these results.

    4. Adjudication Method for the Test Set

    The summary does not describe any adjudication method for the test set. The ground truth for the control plasmas was established by PCR. For the clinical studies, it is implied that the assessment of diagnostic sensitivity and specificity was based on the underlying Factor V Leiden status of the patients, likely confirmed by a gold standard method.

    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 device is an in vitro diagnostic (IVD) test kit for functional assay, not an AI-powered diagnostic imaging or interpretation tool. Therefore, a multi-reader multi-case (MRMC) comparative effectiveness study of human readers with vs. without AI assistance is not applicable to this type of device. The study compared the performance of the new IVD device against a predicate IVD device.

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

    The device is an IVD test kit, designed to be run on automated or semi-automated blood coagulation analyzers. Its performance is inherent to the chemical reactions and detection methods of the reagents. Therefore, the "standalone performance" is its intended use, without human interpretation of the raw chemical reaction, but rather the interpretation of the results provided by the machine. The summary reports its standalone performance in terms of precision, sensitivity, specificity, and resistance to interferences.

    7. The Type of Ground Truth Used

    The primary ground truth mentioned for the control plasmas is molecular pathology, specifically "FV Leiden PCR testing." For the broader clinical studies, it is strongly implied that the ground truth for the Factor V Leiden mutation status of the patient samples was also established through molecular diagnostics (e.g., PCR or similar genotyping methods), given that the device aims to detect resistance caused by the Factor V Leiden mutation.

    8. The Sample Size for the Training Set

    The summary does not explicitly mention a "training set" as this is not an AI/ML device in the modern sense. The development of the assay would have involved internal testing and optimization (potentially using various sample sizes for method development), but the submission focuses on the validation studies, not the development phase. The "in-house testing" for precision and diagnostic performance can be seen as part of the internal validation and optimization, but a distinct "training set" is not delineated.

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

    As there is no explicitly defined "training set" in the context of an AI/ML device, this question is not directly applicable. However, for the development and in-house validation of the assay, the ground truth for establishing performance metrics (like sensitivity and specificity) would have been established through a reference method, most likely molecular genotyping (e.g., PCR) for the Factor V Leiden mutation. The control plasmas (C1 and C2) are described as confirmed by FV Leiden PCR testing, indicating this was the gold standard used.

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