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510(k) Data Aggregation

    K Number
    K061795
    Manufacturer
    Date Cleared
    2006-09-11

    (80 days)

    Product Code
    Regulation Number
    862.1117
    Reference & Predicate Devices
    N/A
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The PBNP method is an in vitro diagnostic assay for the quantitative measurement of N-terminal pro-brain natriuretic peptide (NT-proBNP) in human serum and plasma on the Dimension Vista™ System. In individuals suspected of having congestive heart failure (CHF) measurements of NT-proBNP are used as an aid in the diagnosis and assessment of severity. The test is further indicated for the risk stratification of patients with acute coronary syndrome and heart failure.

    The Dimension Vista™ NT-proBNP (PBNP) calibrator is an in vitro diagnostic product for the calibration of the N-terminal pro-brain natriuretic peptide (PBNP) method on the Dimension Vista™ System.

    Device Description

    The PBNP method is a one-step sandwich chemiluminescent immunoassay based on Luminescent Oxygen Channeling Immunoassay (LOCI™) technology. LOCI™ reagents include two latex bead reagents and a biotinylated polyclonal antibody fragment which recognize an epitope located in the N-terminal part of proBNP. The first bead reagent (Sensibeads) is coated with streptavidin and contains photosensitive dye. The second bead reagent (Chemibeads) is coated with a second antibody specific for a second independent epitope on NT-proBNP and contains chemiluminescent dye. Sample is incubated with Chemibeads and biotinylated antibody to form a particle/NTproBNP/biotinylated antibody sandwich. Sensibeads then are added and bind to form a bead-aggregated immunocomplex. Illumination of the complex by light at 680 nm generates singlet oxygen from Sensibeads, which diffuses to the Chemibeads and triggers a chemiluminescent reaction. The resulting chemiluminescent signal is measured at 612 nm and is directly proportional to the concentration of NT-proBNP in the sample.

    The PBNP Calibrator is a frozen liquid product containing synthetic human N-terminal pro-brain natriuretic peptide in a bovine albumin matrix with stabilizers and preservative. The kit consists of eight vials, two each of four levels (A, B, C, and D), 1.0 mL per vial for levels A, C, and D and 1.5 mL per vial for level B.

    AI/ML Overview

    The provided text describes a 510(k) premarket notification for a medical device, the Dimension Vista™ PBNP reagent cartridge and calibrator. It focuses on demonstrating substantial equivalence to a predicate device rather than presenting a detailed study proving the device meets specific acceptance criteria with explicit statistical results.

    Therefore, many of the requested elements (e.g., sample size for test set, number of experts for ground truth, adjudication method, MRMC study, sample size for training set, ground truth for training set) are not present in this type of summary document, as the focus is on comparative performance against an already approved device rather than establishing de novo performance against a predefined independent standard.

    However, based on the information available, here's what can be extracted and inferred:

    1. Table of Acceptance Criteria and Reported Device Performance

    The acceptance criteria are implicitly based on demonstrating "substantial equivalence" to the predicate device, the Roche Diagnostics Elecsys® proBNP immunoassay and proBNP CalSet Calibrator (K032646/K022516). The "reported device performance" are the features and characteristics of the new device that are compared to the predicate.

    FeatureImplicit Acceptance Criteria (similar to predicate)Dimension Vista® PBNP (Reported Performance)Roche Elecsys® proBNP (Predicate Performance for comparison)
    Intended UseQuantitative NT-proBNP measurement in human serum/plasma; aid in diagnosis/assessment of CHF severity; risk stratification for ACS/HF.Quantitative NT-proBNP measurement in human serum/plasma; aid in diagnosis/assessment of CHF severity; risk stratification for ACS/HF.Quantitative NT-proBNP measurement in human serum/plasma; aid in diagnosis of CHF; risk stratification for ACS/CHF.
    Assay TypeImmunoassayImmunoassay (chemiluminescent)Immunoassay (electrochemiluminescent)
    Reportable Range5 - 35,000 pg/mL5 - 35,000 pg/mL5 - 35,000 pg/mL
    AntibodyPolyclonal (sheep) antibodyRoche Diagnostics' polyclonal (sheep) antibodyPolyclonal (sheep) antibody
    Cut-off125 pg/mL (<75 years), 450 pg/mL (≥75 years)125 pg/mL (<75 years), 450 pg/mL (≥75 years)125 pg/mL (<75 years), 450 pg/mL (≥75 years)
    Analytical Sensitivity≤ 5 pg/mL≤ 5 pg/mL5 pg/mL
    Functional SensitivitySimilar to predicate (< 50 pg/mL)≤ 30 pg/mL< 50 pg/mL
    Analytical SpecificityNo significant cross-reactivity with Natercor® and other substances.Natercor®: no significant cross-reactivity (0 or 125 pg/mL NT-proBNP); 16 other substances: no significant cross-reactivity.Natercor®: no significant cross-reactivity (300 or 3000 pg/mL NT-proBNP); 16 other substances: no significant cross-reactivity.
    Interferences (Bilirubin)No significant interference up to 35 mg/dLNo significant interference up to 60 mg/dLNo significant interference up to 35 mg/dL
    Interferences (Hemoglobin)No significant interference up to 1.4 g/dLNo significant interference up to 680 mg/dLNo significant interference up to 1.4 g/dL
    Interferences (Triglycerides)No significant interference up to 4000 mg/dLNo significant interference up to 3000 mg/dLNo significant interference up to 4000 mg/dL
    Interferences (Rheumatoid Factors)No significant interference up to 1500 IU/mLNo significant interference up to 500 IU/mLNo significant interference up to 1500 IU/mL
    ReferenceRoche NT-proBNP antibody (1-76)Roche NT-proBNP antibody (1-76)Roche NT-proBNP antibody (1-76)
    Hook EffectNo effect up to 300,000 pg/mLNo effect up to 400,000 pg/mLNo effect up to 300,000 pg/mL
    Calibration Interval30 days - same reagent lot30 days - same reagent lot30 days - same reagent lot
    Sample Volume(Not an equivalence criteria, but a feature)8 uL20 uL

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

    The document states: "Comparative data for human secure and plasma samples demonstrate good analytical and clinical agreement between the r nethods." However, specific sample sizes for the test set and data provenance (e.g., country of origin, retrospective/prospective) are not provided in this summary. This information would typically be in a more detailed study report.

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

    This information is not provided as this is an in vitro diagnostic device for quantitative measurement, and the "ground truth" for its performance is typically established through analytical studies (e.g., linearity, precision, interference) rather than expert interpretation of images or clinical cases in the same way a diagnostic imaging AI might require. The "ground truth" for NT-proBNP levels would be the actual concentration of the analyte, typically determined by reference methods or gravimetric preparation for spiked samples.

    4. Adjudication Method for the Test Set

    This is not applicable/not provided given the nature of the device as an in vitro diagnostic assay directly measuring an analyte. Adjudication methods are typically used in studies involving human interpretation or clinical endpoint assessments, not for analytical performance of a biochemical assay.

    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 device is an in vitro diagnostic assay, not an AI system designed to assist human readers (e.g., radiologists interpreting images). Therefore, an MRMC study or assessment of human reader improvement with AI assistance is not relevant to this submission.

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

    This is implicitly the primary performance claim. The device (Dimension Vista™ PBNP method) is a standalone in vitro diagnostic assay. Its performance is measured directly by its analytical characteristics (sensitivity, specificity, linearity, precision, interference, etc.) in quantifying NT-proBNP. The entire submission focuses on the standalone performance of this assay in comparison to the predicate.

    7. The Type of Ground Truth Used

    For analytical performance (e.g., precision, linearity, interference), the ground truth is established by:

    • Known concentrations of NT-proBNP in prepared samples (e.g., spiked samples, calibrator materials).
    • Reference methods or comparison to established, legally marketed devices (the predicate in this case) for patient samples.
    • Clinical outcomes for the intended use in diagnosis and risk stratification (though the summary states "good analytical and clinical agreement," specific clinical outcome data or its use as ground truth is not detailed here for the studies presented).

    8. The Sample Size for the Training Set

    This information is not provided in the 510(k) summary. For biochemical assays, a "training set" might refer to samples used during assay development and optimization, but specific sizes are not typically reported in this type of regulatory document unless it's a machine learning algorithm. The closest equivalent might be the samples used to establish analytical performance characteristics.

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

    This information is not provided. As above, for biochemical assays, "ground truth" during development would be based on known concentrations of the analyte or reliable reference methods.

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