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510(k) Data Aggregation
(132 days)
INFINITI CYP2C19 ASSAY
The INFINITI CYP2C19 Assay is an in vitro diagnostic test for the identification of a patient's CYP450 2C19 genotype in genomic deoxyribonucleic acid (DNA) obtained from EDTA-anticoagulated whole blood samples. The INFINITI CYP2C19 Assay is a qualitative assay for use in clinical laboratories upon prescription by the attending physician.
The INFINITI CYP2C19 Assay is indicated for use as an aid to clinicians in determining therapeutic strategy for therapeutics that are metabolized by the CYP450 2C19 gene product, specifically *2, *3, *17.
The INFINITI CYP2C19 Assay is not indicated to be used to predict drug response or non-response.
The INFINITI CYP2C19 Assay is an in vitro diagnostic device which utilizes proprietary film-based microarray technology combined with process automation, reagent management, and software technology for the detection and genotyping of the 2C19 *2, *3, and *17 mutations in genomic deoxyribonucleic acid (DNA) obtained from EDTA-anticoagulated whole blood samples.
The INFINITI CYP2C19 Assay is comprised of the BioFilmChipTM Microarray, the Intellipac Reagent Module and the PCR Amplification Mix. The INFINITI CYP2C19 Assay should be run using the AutoGenomics INFINITI Analyzer.
The BioFilmChip Microarray consists of a polyester film coated with proprietary multi-layer components designed for DNA analysis. The layers have been designed to provide a versatile surface to enhance test performance. There can be up to 240 spots per microarray with each spot representing a different allele. The microarrays are designed to be assay specific.
The Intellipac Reagent Module contains up four reservoirs that house the test reagents and has an integrated memory chip. Information on the reagent such as lot number, expiration date and remaining tests, are archived in the memory.
The PCR Amplification Mix consists of the reagents needed for the PCR amplification step of the assay.
The INFINITI CYP2C19 Assay is based on the following processes: (a) DNA extraction (b) PCR amplification of purified DNA from human genomic DNA (c) Labeling of the amplified product (allele specific primer extension) (d) Hybridization of the labeled amplified product to a microarray by signature Tag/Capture probe hybridization under isothermal conditions. (e) Scanning of the microarray (f) Signal detection and analysis Steps (c) through (f) are automated by the INFINITI Analyzer. The INFINITI Analyzer automates the 2C19 assay and integrates all the discrete processes of sample (PCR amplicon) handling, reagent management, hybridization, and results The assays are processed automatically and read by the built-in confocal analysis. microscope. Results are analyzed and presented as genotype calls.
Here's an analysis of the acceptance criteria and the study proving the device meets them, based on the provided text:
Acceptance Criteria and Device Performance for INFINITI CYP2C19 Assay
The document focuses on the analytical performance of the device rather than clinical efficacy for patient outcomes or human reader improvement, as it is an in vitro diagnostic device for genotyping. Therefore, some of the requested information, such as effect size of human readers with AI assistance, is not applicable.
1. Table of Acceptance Criteria and Reported Device Performance
Acceptance Criteria Category | Specific Metric (Criterion) | Reported Device Performance |
---|---|---|
Analytical Specificity | PCR primer, ASP primer, and capture probe specificity. | Determined by amplicon size on gel and sequencing (PCR), correct calls on known genomic samples (ASP), and correct oligo hybridization (capture probe). Result: Performed as expected during assay development. |
Limit of Detection (LOD) | ≥ 90% correct call rate of the allele with no incorrect calls. | A ≥ 90% correct call rate with no incorrect calls was obtained at DNA input levels from 400ng/test down to 5ng/test. The lowest detectable level for the INFINITI CYP2C19 Assay is explicitly stated as 20ng DNA per test. There was one incorrect call at 5ng, suggesting that 5ng is too low. |
Percent Agreement vs. Bi-directional Sequencing | High agreement with bi-directional sequencing (gold standard). | Overall Agreement: 98.1% (311 correct calls out of 317 tested samples). |
No Incorrect Calls: 0 out of 317 samples. | ||
Repeat Rate: 6/317 (1.9%) initially "no call", all were correct upon repeat. | ||
Result: Demonstrate high agreement with the comparator method and no incorrect calls initially. | ||
Inter-Laboratory Reproducibility | High correct call rate across multiple sites and operators. | Overall Correct Call Rate (Study 1): 96.5% (415 correct calls out of 430 tested samples). |
Overall Correct Call Rate (Study 2): 97.6% (249 correct calls out of 255 tested samples) | ||
Combined Overall Correct Call Rate: 96.9% (664 correct calls out of 685 tested samples). | ||
Initial Incorrect Call: 1 out of 430 samples in study 1, for *2/*2 genotype (1/685 overall). All others were "no calls" that resolved on repeat or correct calls. | ||
Interference | Performance not affected by common interfering substances. | Result: Performance was not affected by Bilirubin (conjugated & unconjugated), Triglycerides (Intralipid), and Human albumin at specified concentrations. |
Sample Carry-Over | No cross-contamination from positive samples. | Result: No sample carry-over detected when high-concentration positive samples were followed by lower-concentration positive samples or negative controls. All genotype calls were 100% correct. |
Reagent Stability | Reagents maintain performance over time. | Result: BioFilmChip Microarray: 12 months at RT. Intellipac Reagent: 12 months refrigerated. Amplification Mix: 18 months frozen. |
2. Sample Size Used for the Test Set and Data Provenance
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Limit of Detection (LOD) Test Set:
- Sample Size: A total of 1,560 individual tests were completed across various DNA input levels and sample genotypes.
- Data Provenance: The document implies these were internally generated samples used for development and characterization of the assay. The genotypes (*1/*1, *1/*17, *2/*2, *2/*17) were determined by bi-directional sequencing. The text refers to "whole blood samples," suggesting human samples, but the country of origin is not specified. It is likely retrospective as these are characterized samples used for method validation.
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Percent Agreement vs. Bi-directional Sequencing (Test Set):
- Sample Size: 317 patient samples.
- Data Provenance: The samples were "patient samples" tested at "Three sites." They were "de-identified to protect patient's identity." Country of origin is not specified but generally implies samples obtained where the sites are located, likely within the US given the FDA submission. The nature of these being "patient samples" suggests they are clinical samples, used retrospectively for assay validation.
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Assay Inter-Laboratory Reproducibility (Test Sets):
- Study 1 Sample Size: 12 whole blood samples, resulting in 430 tests.
- Study 2 Sample Size: 6 genomic whole blood samples, resulting in 255 tests.
- Combined Sample Size: Across all reproducibility studies, 18 samples were tested, totaling 685 individual replicates/tests.
- Data Provenance: The samples were "identical samples comprised of whole blood samples." The sites were blinded to sample identity. Like the previous studies, these imply human samples, but the country of origin is not specified. These are clinical samples likely used retrospectively for method validation.
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Interference Test Set:
- Sample Size: 8 whole blood samples.
- Data Provenance: Not explicitly stated, but consistent with other studies, likely human whole blood samples used retrospectively for assay validation.
3. Number of Experts Used to Establish the Ground Truth for the Test Set and Qualifications of Those Experts
For the genetic assays described, the "ground truth" is established through bi-directional sequencing.
- Number of Experts: The document does not specify the number of individuals involved in performing or interpreting the bi-directional sequencing, nor their explicit qualifications (e.g., molecular geneticists, laboratory technologists). However, bi-directional sequencing is a standard molecular biology technique and its interpretation falls under the expertise of qualified laboratory professionals familiar with genetic sequence analysis.
- Qualifications: "Bi-directional sequencing" itself is the gold standard for defining genetic sequences. Thus, the qualification is implied through the choice of this highly accurate method for ground truth determination.
4. Adjudication Method for the Test Set
- Adjudication Method: The document does not describe an explicit "adjudication method" in the typical sense of multiple expert reviewers resolving discrepancies. Instead, the ground truth was established by bi-directional sequencing. For the "no calls" that occurred with the INFINITI assay, the samples were repeated, and the "repeat test gave the correct call." This indicates an internal re-testing protocol for initial "no calls" rather than a formal expert adjudication of differing results between the device and the ground truth. When an "incorrect call" (1 instance) occurred, the root cause was "not definitively determined," suggesting internal review rather than a formal, pre-defined expert adjudication panel.
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 question is not applicable to the INFINITI CYP2C19 Assay. This is an in vitro diagnostic (IVD) device directly measuring genetic material, not an imaging or diagnostic support system where a human "reader" (e.g., radiologist) would interact with AI. The device provides genotype calls directly, without human interpretation in the analytical performance step.
6. If a Standalone (i.e., algorithm only without human-in-the-loop performance) was done
- Yes, the performance studies described are essentially standalone (algorithm only). The INFINITI Analyzer automates the entire process from hybridization to signal detection and analysis, presenting "genotype calls." The "Percent Agreement vs. Bi-directional Sequencing" and "Inter-Laboratory Reproducibility" studies specifically evaluate the accuracy and consistency of these automated genotype calls against the gold standard (bi-directional sequencing) and across different operational conditions, respectively. Human involvement is in sample preparation, loading, and interpreting the final report, but the "genotype call" generation is automated.
7. The Type of Ground Truth Used
- The primary ground truth used for all performance validation studies (Limit of Detection, Percent Agreement, Reproducibility) was bi-directional sequencing.
8. The Sample Size for the Training Set
- The document does not specify a separate "training set" size for the device's development. This is typical for in vitro diagnostic devices that rely on molecular biology principles and analytical performance rather than machine learning algorithms trained on large datasets. The device's design is based on known genetic sequences and established assay chemistry (PCR, hybridization). The "studies related to specificity were conducted during assay development" (Analytical Specificity section) implies iterative testing and optimization, but not necessarily a distinct, quantified "training set" like in AI/ML applications.
9. How the Ground Truth for the Training Set Was Established
- As a formal "training set" is not explicitly mentioned or quantified, this question is largely not applicable in the context of this traditional IVD device.
- For the initial development and optimization of the assay (analogous to internal "training" or development data), the ground truth for samples used would have been established by bi-directional sequencing or other established genotyping methods, as indicated for the LOD studies and as the comparator method for all validation. The "known genomic samples" used for ASP primer specificity determination would also have had their ground truth established by such highly accurate molecular methods.
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