K Number
K983289
Date Cleared
1999-01-29

(133 days)

Product Code
Regulation Number
866.5580
Panel
IM
Reference & Predicate Devices
AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
Intended Use

The Apolipoprotein A1 assay is used for the quantitation of apolipoprotein A1 in human serum or plasma. Measurement of A lipoproteins, the major proteins found in HDL (high density lipoprotein), is used in the diagnosis and treatment of premature coronary artery disease, hyper-a-lipoproteinemia, and hypo-α-lipoproteinemia.

Device Description

Apolipoprotein A1 is an in vitro diagnostic assay for the quantitative determination of apolipoprotein A1 in human serum or plasma. Antibodies to apolipoprotein A1 combine with apolipoprotein A1 in the sample to form insoluble immune complexes. The immune complexes cause an increase in light scattering (turbidity). The resulting increase in sample turbidity, measured at 804 nm, is directly proportional to the concentration of apolipoprotein A1 in the sample.

AI/ML Overview

This document describes the validation of an in vitro diagnostic assay for Apolipoprotein A1.

  1. Table of Acceptance Criteria and Reported Device Performance:
Performance CharacteristicAcceptance Criteria (Implied by Predicate Equivalence)Reported Device Performance
Method CorrelationAcceptable correlation with predicate deviceCorrelation coefficient = 0.9919, slope = 0.976, Y-intercept = 6.236 mg/dL (vs. K-ASSAY® Apo A1 on Hitachi® 717 Analyzer)
Precision (Total %CV)Not explicitly stated, but expected to be low.Level 1 control: 2.1% (within-run, between-run, between-day)
Level 2 control: 2.1% (within-run, between-run, between-day)
Assay RangeComparable to predicate deviceUp to 464 mg/dL
Sensitivity (LoQ)Comparable to predicate device0.525 mg/dL
  1. Sample sizes used for the test set and data provenance:

    • Test Set Sample Size: Not explicitly stated for method correlation. Precision studies were conducted using two levels of control material, but the number of unique samples or runs is not specified.
    • Data Provenance: Not explicitly stated, but typically these studies are conducted by the manufacturer at their facilities. No information on country of origin or retrospective/prospective nature is provided.
  2. Number of experts used to establish the ground truth for the test set and the qualifications of those experts:

    • Not applicable. This is an in vitro diagnostic device for quantitative measurement, and "ground truth" is established through comparison with a legally marketed predicate device using quantitative performance metrics rather than expert consensus on interpretive tasks.
  3. Adjudication method for the test set:

    • Not applicable. The "ground truth" for the test set is derived from the objective measurements obtained from the predicate device (for method correlation) and the device itself (for precision and sensitivity). There is no human adjudication process involved as would be for diagnostic image interpretation.
  4. If a Multi-Reader Multi-Case (MRMC) comparative effectiveness study was done:

    • No, an MRMC comparative effectiveness study was not done. This type of study is typically performed for diagnostic imaging devices where human readers interpret medical images, and the AI system acts as an assist. This submission is for an in vitro diagnostic assay with quantitative results.
  5. If a standalone (i.e., algorithm only without human-in-the-loop performance) was done:

    • Yes, the performance characteristics described (method correlation, precision, assay range, sensitivity) represent the standalone performance of the Apolipoprotein A1 assay on the AEROSET™ System. There is no human-in-the-loop component for the measurement and reporting of Apolipoprotein A1 levels by this automated assay.
  6. The type of ground truth used:

    • For method correlation, the "ground truth" was the quantitative results obtained from the predicate device (K-ASSAY® Apo A1 on the Hitachi® 717 Analyzer). The new device's measurements were compared against these established measurements.
    • For precision and sensitivity, the "ground truth" refers to the inherent performance characteristics of the assay itself, demonstrating its consistency and lower detection limit.
  7. The sample size for the training set:

    • Not applicable. This is a submission for an in vitro diagnostic chemistry assay, not a machine learning or AI algorithm that requires a separate training set. The assay's performance is based on its chemical and immunological principles, reagents, and instrument calibration, not on data-driven training in the sense of AI.
  8. How the ground truth for the training set was established:

    • Not applicable, as there is no training set in the context of a machine learning algorithm for this type of device. The assay's analytical performance is developed and optimized through standard laboratory practices, reagent formulation, and instrument design.

§ 866.5580

Alpha -1-lipoprotein immunological test system.(a)
Identification. Analpha -1-lipoprotein immunological test system is a device that consists of the reagents used to measure by immunochemical techniques thealpha- 1-lipoprotein (high-density lipoprotein) in serum and plasma. Measurement ofalpha- 1-lipoprotein may aid in the diagnosis of Tangier disease (a hereditary disorder of fat metabolism).(b)
Classification. Class II (performance standards).