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510(k) Data Aggregation

    K Number
    K201908
    Manufacturer
    Date Cleared
    2020-10-15

    (98 days)

    Product Code
    Regulation Number
    862.1680
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    LIAISON Testosterone xt

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

    The LIAISON® Testosterone xt is a direct, competitive, chemiluminescence immunoassay (CLIA) intended for the quantitative determination of testosterone in human serum and EDTA plasma on the LIAISON® XL Analyzer. The assay is intended for in vitro diagnostic use.

    Measurement of testosterone is used in the diagnosis and treatment of disorders involving the male sex hormones (androgens), including primary and secondary hypogonadism, delayed or precocious puberty, impotence in males and, in females hirsutism (excessive hair) and virilization (masculinization) due to tumors, polycystic ovaries, and adrenogenital syndromes.

    The test has to be performed on the LIAISON® XL Analyzer.

    Device Description

    The LIAISON® Testosterone xt assay's method for quantitative determination of testosterone is a direct, competitive, chemiluminescence immunoassay (CLIA). Specific antibody to testosterone is bound to magnetic particles (solid phase) and testosterone is linked to an isoluminol derivative. During the incubation, testosterone is dissociated from its binding protein and competes with labeled testosterone for binding sites on the antibody. After the incubation, the unbound material is removed with a wash cycle. Subsequently, the starter reagents are added and a flash chemiluminescent reaction is initiated. The light signal is measured by a photomultiplier as relative light units (RLU) and is inversely proportional to the concentration of testosterone present in calibrators, controls, or samples.

    The LIAISON® Testosterone xt is an in vitro diagnostic device consisting of reagents provided in individual compartments within a plastic container called the Reagent Integral. The components provided in the unitized Reagent Integral include: PMP (paramagnetic particles), conjugate and assay buffer. All reagents in the integral are supplied ready to use. The assay configuration for the LIAISON® Testosterone xt allows for the performance of 100 tests.

    The two-point calibrators are provided in the same kit box, but separate from the Reagent Integral. The two-point calibrators are supplied ready to use.

    The LIAISON® Testosterone xt assay is performed on the LIAISON® XL Analyzer (Model 10050; originally FDA cleared under K103529), a fully automated system with continuous loading combining the chemiluminescence technology with magnetic microparticles as the solid phase.

    AI/ML Overview

    Here's a breakdown of the acceptance criteria and study information for the LIAISON® Testosterone xt device, extracted from the provided text:

    1. Table of Acceptance Criteria and Reported Device Performance

    Performance CharacteristicAcceptance Criteria (Predicate Device)Reported Device Performance (LIAISON® Testosterone xt)
    Assay Measuring Range0.16 - 15.0 ng/mLExtended: 0.024 – 15.0 ng/mL
    Limit of Blank (LoB)≤ 0.031 ng/mLImproved: ≤ 0.005 ng/mL
    Limit of Detection (LoD)0.098 ng/mLImproved: 0.010 ng/mL
    Limit of Quantitation (LoQ)0.160 ng/mLImproved: 0.024 ng/mL
    Method Comparisony = 0.9390x – 0.1002 (vs. commercially available immunoassay)
    95% CI for slope: 0.92 to 0.96
    95% CI for intercept: -1.88 to 1.80 ng/dLy = 0.99x – 1.77 ng/dL (vs. CDC HoSt Testosterone RMP ID-LC-MS/MS values)
    95% CI for slope: 0.97 to 1.02
    95% CI for intercept: -3.22 to -0.35 ng/dL
    Precision (Total/Across Lots %CV)7.9% – 14.0%Improved: 3.5% – 7.9 %
    Linearity (Serum)Observed Analyte = 0.9942x – 16.062; R² = 0.9959Observed Analyte = 0.995x + 0.0346; R² = 0.9928
    Linearity (SST Serum)Observed Analyte = 1.0188x - 14.531; R² = 0.9965Observed Analyte = 1.0225x - 57.853; R² = 0.9914
    Linearity (EDTA plasma)Observed Analyte = 1.0057x - 13.029; R² = 0.9913Observed Analyte = 1.0337x - 31.889; R² = 0.9955
    Recovery (Mean %)97%99%
    Recovery (Range %)91% - 105%93% - 105%
    Open Use Stability: Reagent Integral4 weeksExtended: 8 weeks
    Open Use Stability: Calibrators4 weeksExtended: 8 weeks
    Calibration Curve Stability7 daysExtended: 28 days

    2. Sample Size for the Test Set and Data Provenance

    The provided document does not explicitly state the sample sizes used for each specific test (e.g., method comparison, precision, linearity, recovery). It only summarizes the results in "Table 6-2: Comparison to Predicate Device" and refers to "verification and validation activities" without detailing the exact number of samples for each.

    The data provenance is not specified in terms of country of origin. The studies appear to be retrospective analyses of device performance characteristics, as they involve testing the LIAISON® Testosterone xt against existing methods or conditions to demonstrate equivalence and improved performance over the predicate device.

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

    This information is not explicitly provided in the document. For the "Method Comparison," it refers to "commercially available immunoassay" and "CDC HoSt Testosterone RMP ID-LC-MS/MS values." The latter, CDC HoSt Testosterone RMP ID-LC-MS/MS, likely represents a highly accurate and standardized reference method, which serves as a widely accepted ground truth in laboratory medicine, rather than relying on individual expert consensus for each measurement. No human experts are mentioned for ground truth establishment.

    4. Adjudication Method for the Test Set

    No explicit adjudication method is mentioned. The studies focus on direct quantitative analytical performance comparisons rather than subjective 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

    This is not applicable. The LIAISON® Testosterone xt is an in vitro diagnostic device, specifically a chemiluminescence immunoassay (CLIA), for the quantitative determination of testosterone. It is an automated laboratory test, not an AI-assisted diagnostic imaging or interpretation tool that involves human readers. Therefore, an MRMC comparative effectiveness study involving human readers and AI is not relevant to this device.

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

    Yes, this is effectively a standalone device performance study. The LIAISON® Testosterone xt is an automated system where the measurement of testosterone is performed by the analyzer (LIAISON® XL Analyzer) without human intervention in the analytical process itself. The performance metrics (LoB, LoD, LoQ, precision, linearity, recovery) are all measures of the algorithm's and instrument's direct analytical capability.

    7. The Type of Ground Truth Used

    The ground truth used for method comparison was:

    • For the predicate device: A "commercially available immunoassay."
    • For the LIAISON® Testosterone xt: "CDC HoSt Testosterone RMP ID-LC-MS/MS values." This is a highly accurate, reference method-based measurement, representing the gold standard for testosterone quantification. Other ground truths were established by controlled experiments for limits (e.g., dilution series for LoB, LoD, LoQ), spiked samples for recovery, and replicated measurements for precision.

    8. The Sample Size for the Training Set

    The document does not explicitly mention a "training set" in the context of machine learning or AI. This device is an immunoassay, not an AI model that requires a distinct training phase with a labeled dataset in the typical sense. Its development would involve analytical validation using various samples to optimize reagent formulation, assay parameters, and calibration, but not as a machine learning training set.

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

    As explained above, there is no "training set" in the machine learning sense for this immunoassay. The development and validation of an immunoassay involve:

    • Reference materials: Use of certified reference materials or reference methods (like ID-LC-MS/MS) to establish accurate values for calibrators and controls.
    • Spiked samples: Samples with known concentrations of testosterone added.
    • Clinical samples: Testing a range of patient samples representing the intended use population, comparing results to established methods.
    • Statistical analysis: Extensive statistical methods are used during development and validation to ensure accuracy, precision, linearity, and other performance characteristics.
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    K Number
    K122793
    Manufacturer
    Date Cleared
    2013-01-25

    (135 days)

    Product Code
    Regulation Number
    862.1680
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    LIAISON TESTOSTERONE; LIAISON TESTOSTERONE CONTROL SET

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

    The DiaSorin LIAISON® Testosterone assay is a direct, competitive, chemiluminescence immunoassay (CLIA) intended for the quantitative determination of testosterone in human serum and plasma on the LIAISON®Analyzer. The assay is intended for in vitro diagnostic use.

    Measurement of testosterone is used in the diagnosis and treatment of disorders involving the male sex hormones (androgens), including primary and secondary hypogonadism, delayed or precocious puberty, impotence in male subjects and, in female subjects hirsutism (excessive hair) and virilization (masculinization) due to tumors, polycystic ovaries, and adrenogenital syndromes.

    The DiaSorin LIAISON® Testosterone Control Set is intended for use as assayed quality control samples to monitor the accuracy and precision of the DiaSorin LIAISON® Testosterone immunoassay.

    Device Description

    The LIAISON® Testosterone assay's method for quantitative determination of testosterone is a direct, competitive, chemiluminescence immunoassay (CLIA). Specific antibody to testosterone is bound to magnetic particles (solid phase) and testosterone is linked to an isoluminol derivative. During the incubation, testosterone is dissociated from its binding protein and competes with labeled testosterone for binding sites on the antibody. After the incubation, the unbound material is removed with a wash cycle, Subsequently, the starter reagents are added and a flash chemiluminescent reaction is initiated. The light signal is measured by a photomultiplier as relative light units (RLU) and is inversely proportional to the concentration of testosterone present in calibrators, controls, or samples. All assay steps and incubations are performed by the LIAISON® Analvzer.

    Two point kit calibrators are used to establish specific working curves based on assay master curves stored on the Analyzer.

    The LIAISON® Testosterone reagent kit consists of a reagent intrgral which contains antibody coated magnetic particles (2.3 mL), conjugate (12 mL) and assay buffer (12 mL) reagents. Two levels of ready to use calibrators (2 vials each level, 2.0 mL per vial) are provided with each kit. Each kit consists of 100 tests.

    AI/ML Overview

    The DiaSorin LIAISON® Testosterone assay and Control Set are subject to a 510(k) premarket notification for substantial equivalence to a predicate device. This submission outlines performance data to demonstrate that the device meets acceptance criteria.

    1. Table of Acceptance Criteria and Reported Device Performance:

    The document doesn't explicitly state "acceptance criteria" as a separate, defined set of thresholds for each performance metric, but rather presents the results of various studies and compares them to the predicate device and established guidelines (e.g., CLSI guidelines). The performance data implicitly serves as the evidence that the device meets the necessary standards for its intended use.

    Here's a summary of the reported device performance:

    Performance MetricReported Device Performance (LIAISON® Testosterone)Implicit Acceptance Criteria (based on predicate and guidelines)
    Method ComparisonPassing & Bablok linear regression: y = 0.9458x - 0.1002, R = 0.990. 95% CI for slope: 0.92 to 0.96. 95% CI for intercept: -1.88 to 1.80 ng/dL.Strong correlation (R-value close to 1) and good agreement in results with the predicate device (slope close to 1, intercept close to 0) in accordance with CLSI EP9-A2 guidelines.
    LoB≤ 3.1 ng/dLDetermined according to CLSI EP17-A. Represents the lowest analyte concentration likely to be reported as greater than zero.
    LoD9.8 ng/dLDetermined according to CLSI EP17-A. Represents the lowest analyte concentration detectable with reasonable statistical certainty.
    LoQ16.0 ng/dLDetermined according to CLSI EP17-A. Represents the lowest analyte concentration at which the assay provides acceptable accuracy and precision.
    Measuring Range16.0 - 1500 ng/dL (Also mentioned in comparison to predicate: 16.0 - 1500 ng/dL vs. 2.5 - 1500 ng/dL for Roche Cobas®)Demonstrated capability to accurately and precisely quantify testosterone within this range, clinically relevant to the intended use. Similar to or better than predicate where appropriate.
    Reproducibility/PrecisionWithin Run %CV:
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