K Number
K122722
Manufacturer
Date Cleared
2012-11-29

(85 days)

Product Code
Regulation Number
866.5600
Panel
CH
Reference & Predicate Devices
AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
Intended Use

The cobas c Tina-quant Lipoprotein (a) Gen.2 assay is an in vitro test intended for the quantitative determination of lipoprotein(a) [Lp(a)] in human serum and plasma on the Roche/Hitachi cobas c systems. The measurement of Lp(a) is useful in evaluation of lipid metabolism disorders and assessing atherosclerotic cardiovascular disease in specific populations, when used in conjunction with clinical evaluation and other lipoprotein tests.

The Preciset Lp(a) calibrator set is intended for use in the calibration of quantitative Roche methods on Roche clinical chemistry analyzers as specified in the value sheets.

The PreciControl Lp(a) Gen.2 control set is intended for use in quality control by monitoring accuracy and precision for the quantitative methods as specified in the value sheets.

Device Description

The TQ Lp(a) Gen.2 test principle is a particle-enhanced immunoturbidimetric assay. Human lipoprotein (a) agglutinates with latex particles coated with anti-Lp(a) antibodies. The precipitate is determined turbidimetrically. The Preciset Lp(a) Gen.2 calibrator set consists of five lyophilized calibrators based on a stabilized and lyophilized pool of human plasma. The concentrations of the calibrator components have been adjusted to ensure optimal calibration of the appropriate Roche methods on clinical chemistry analyzers. The PreciControl Lp(a) Gen.2 control set contains two lyophilized controls based on a human plasma matrix.

AI/ML Overview

Here's a summary of the acceptance criteria and study information for the cobas c Tina-quant Lipoprotein (a) Gen.2 Test System, based on the provided document:

1. Table of Acceptance Criteria and Reported Device Performance

The provided document primarily focuses on demonstrating substantial equivalence to a predicate device and reports performance characteristics rather than explicit acceptance criteria. However, we can infer some criteria from the comparative data and the general performance evaluation.

Performance CharacteristicAcceptance Criteria (Inferred from Predicate/Good Practice)Reported Device Performance (TQ Lp(a) Gen.2 assay)
Measuring RangeComparable to predicate (2.0 – 80.0 mg/dL)6.0 – 80.0 mg/dL
Lower Limits of MeasureLDL: 2.0 mg/dL (predicate)LoB: 3 mg/dL, LoD: 4 mg/dL, LoQ: 6 mg/dL
Hook EffectNo significant effect within expected rangeNo hook effect up to 190 mg/dL
Precision (Within-run)Comparable to predicate or betterControl L: 1.4% CV, Control H: 1.0% CV
Pool 1: 5.4% CV, Pool 2: 6.2% CV
Pool 3: 2.4% CV, Pool 4: 0.9% CV
Precision (Intermediate/Total)Comparable to predicate or betterControl L: 1.6% CV, Control H: 1.1% CV
Pool 1: 7.6% CV, Pool 2: 6.4% CV
Pool 3: 2.9% CV, Pool 4: 1.1% CV
Icterus InterferenceNo significant interferenceNo significant interference up to an I index of 60 (approx. 60 mg/dL)
Hemolysis InterferenceNo significant interferenceNo significant interference up to an H index of 1000 (approx. 1000 mg/dL)
Lipemia InterferenceNo significant interferenceNo significant interference up to an L index of 2000
Plasminogen Cross-ReactivityNo significant cross-reactivityNo significant cross-reactivity up to 150 mg/dL
Apolipoprotein B Cross-ReactivityNo significant cross-reactivityNo significant cross-reactivity up to 200 mg/dL
Rheumatoid Factor InterferenceNot specified for predicateNo significant interference up to 1200 IU/mL
Drugs InterferenceNot specified for predicateNo interference at therapeutic concentrations using common drug panels
Reagent On-board StabilityStable for a reasonable period6 weeks
Reagent Unopened StabilityStable until expiration date2-8°C until expiration date
Calibration FrequencyAfter reagent lot change and as requiredSame

Study Proving Acceptance Criteria:

The document describes the submission as a 510(k) premarket notification, indicating a substantial equivalence study. The study's purpose is to demonstrate that the cobas c Tina-quant Lipoprotein (a) Gen.2 Test System (candidate device) is as safe and effective as a legally marketed predicate device. This is primarily achieved through direct comparison of features and performance characteristics, as summarized in the tables provided in the document. The document lists "Evaluations summary" in Section 9, indicating that performance characteristics were evaluated.

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

The document does not explicitly state the sample sizes used for each specific test (e.g., precision, interference studies, linearity, method comparison). It mentions evaluating "several performance characteristics."

  • Data Provenance: The document does not specify the country of origin for the data or whether it was retrospective or prospective. It is implied to be laboratory-generated data for performance evaluations.

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

This type of information is generally not applicable to the evaluation of an in vitro diagnostic (IVD) device like the cobas c Tina-quant Lipoprotein (a) Gen.2 Test System. The "ground truth" for these tests is established by reference methods or accepted analytical principles, not by expert consensus in the same way it would be for, for example, image interpretation. The device measures a specific analyte concentration.

4. Adjudication Method for the Test Set

Not applicable for this type of IVD device. Analytical performance is typically evaluated against defined statistical metrics and analytical specifications, not through expert adjudication of results.

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 is an in vitro diagnostic device for quantitative measurement of a biomarker, not an AI-assisted diagnostic imaging or interpretation system involving human readers.

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

This is an IVD assay, so its performance is inherently "standalone" in terms of measurement. The "algorithm" here refers to the immunoassay chemistry and detection system. Its performance is evaluated independently of human interpretation of raw signals, although human operators perform the testing and interpret the final quantitative results.

7. The Type of Ground Truth Used (expert consensus, pathology, outcomes data, etc.)

The ground truth for this device would be established by:

  • Reference materials/calibrators: The Preciset Lp(a) Gen.2 calibrator set is mentioned as being based on a "stabilized and lyophilized pool of human plasma," with concentrations adjusted for optimal calibration. This implies traceability to a higher-order reference method or material for determining Lp(a) concentrations.
  • Method comparison against predicate device: The substantial equivalence comparison implies that the predicate device serves as a benchmark for acceptable performance.
  • Physiological samples with known characteristics: For interference studies, samples spiked with known interferents would be used.

8. The Sample Size for the Training Set

No information is provided about a "training set" in the context of machine learning. For an IVD assay, method development involves extensive experimentation for optimization of reagents, reaction conditions, and calibration models. However, these are not typically referred to as "training sets" in the AI sense.

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

Not applicable for a chemical immunoassay, as there is no machine learning "training set" in the conventional sense. The "ground truth" for assay development and validation is established through analytical chemistry principles, use of reference materials, and comparison to established methods.

§ 866.5600 Low-density lipoprotein immunological test system.

(a)
Identification. A low-density lipoprotein immunological test system is a device that consists of the reagents used to measure by immunochemical techniques the low-density lipoprotein in serum and other body fluids. Measurement of low-density lipoprotein in serum may aid in the diagnosis of disorders of lipid (fat) metabolism and help to identify young persons at risk from cardiovascular diseases.(b)
Classification. Class II (performance standards).