K Number
K190661
Device Name
Omics Core
Manufacturer
Date Cleared
2019-11-09

(240 days)

Product Code
Regulation Number
866.6080
Panel
PA
Reference & Predicate Devices
N/A
AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
Intended Use

The Omics Core assay is a qualitative in vitro diagnostic test that uses targeted next generation sequencing of formalin-fixed paraffinembedded tumor tissue matched with normal specimens with solid malignant neoplasms to detect tumor gene alterations in a broad multi gene panel. The test is intended to provide informations (point mutations (point mutations and deletions) and tumor mutational burden (TMB) for use by qualified health care professionals in accordance with professional guidelines, and is not conclusive or prescriptive for labeled use of any specific therapeutic product. Omics Core is a single-site assay performed at NantHealth, Inc.

Device Description

The NantHealth Omics Core assay is a custom targeted whole exome sequencing platform, utilizing solution-phase exon capture and sequencing, to report somatic alterations (point mutations, small insertions and deletions) in 468 genes and sequencing of 19,396 protein-coding genes (whole exome) to determine overall tumor mutation burden in tumor specimens. Genomic DNA is extracted from both a tumor and a patient-matched normal control sample. Sequence libraries are prepared through a series of enzymatic steps including shearing of double-stranded DNA, end repair, A-base addition, ligation of barcoded sequence adaptors, and low cycle PCR amplification. Single barcoded sequence libraries are captured using the biotinylated probes. Captured DNA fragments are then pooled and sequenced on an Illumina NovaSeq 6000 as paired-end reads. Sequence reads are then aligned to the reference human genome. Somatic alterations are identified in the tumor DNA by direct comparison to the matched normal DNA.

AI/ML Overview

The Omics Core assay, a targeted next-generation sequencing test, was evaluated to determine its performance specifications, including precision, analytical sensitivity (Limit of Detection), and accuracy.

Here's a breakdown of the requested information:

1. Table of Acceptance Criteria and Reported Device Performance:

The document doesn't explicitly list "acceptance criteria" as a separate column with specific numerical thresholds for each performance metric. Instead, it presents "Performance Specifications" as the expected or demonstrated performance of the device based on the studies. The reported device performance is then detailed under each characteristic.

Table: Omics Core Performance Specifications and Reported Device Performance

CharacteristicPerformance Specifications (Implicit Acceptance Criteria)Reported Device Performance
Precision – Panel-Wide ReproducibilityDemonstrated with a high overall positive call rate for all variants analyzed.The overall positive call rate for all variants analyzed across the 12 FFPE clinical samples and one commercial cell line was 2607/2650, or 98.4% (97.8-98.8% CI).
Precision – Per SpecimenDemonstrated with consistent repeatability and reproducibility.Per specimen variant analysis for 12 clinical specimens and a commercial cell line demonstrated 100% concordance for 511 out of 530 unique mutations, or 96.4% (94.5%-97.8% CI).
Precision - Well Characterized Reference MaterialDemonstrated consistent repeatability and reproducibility.Analysis of the well-characterized sample demonstrated an overall positive call rate of 99.86% (99.75%-99.93% CI).
Precision - TMBDemonstrated repeatable and reproducible TMB rates.TMB precision analysis based on 12 clinical samples and 1 commercial cell line showed repeatable and reproducible TMB rates with a **%CV

§ 866.6080 Next generation sequencing based tumor profiling test.

(a)
Identification. A next generation sequencing (NGS) based tumor profiling test is a qualitative in vitro diagnostic test intended for NGS analysis of tissue specimens from malignant solid neoplasms to detect somatic mutations in a broad panel of targeted genes to aid in the management of previously diagnosed cancer patients by qualified health care professionals.(b)
Classification. Class II (special controls). The special controls for this device are:(1) Premarket notification submissions must include the following information:
(i) A detailed description of all somatic mutations that are intended to be detected by the test and that are adequately supported in accordance with paragraph (b)(1)(v) of this section and reported in the test results in accordance with paragraph (b)(2)(iv) of this section, including:
(A) A listing of mutations that are cancer mutations with evidence of clinical significance.
(B) As appropriate, a listing of mutations that are cancer mutations with potential clinical significance.
(ii) The indications for use must specify the following:
(A) The test is indicated for previously diagnosed cancer patients.
(B) The intended specimen type(s) and matrix (
e.g., formalin-fixed, paraffin-embedded tumor tissue).(C) The mutation types (
e.g., single nucleotide variant, insertion, deletion, copy number variation or gene rearrangement) for which validation data has been provided.(D) The name of the testing facility or facilities, as applicable.
(iii) A detailed device description including the following:
(A) A description of the test in terms of genomic coverage, as follows:
(
1 ) Tabulated summary of all mutations reported, grouped according to gene and target region within each gene, along with the specific cDNA and amino acid positions for each mutation.(
2 ) A description of any within-gene targeted regions that cannot be reported and the data behind such conclusion.(B) Specifications for specimen requirements including any specimen collection devices and preservatives, specimen volume, minimum tumor content, specimen handling, DNA extraction, and criteria for DNA quality and quantity metrics that are prerequisite to performing the assay.
(C) A detailed description of all test components, reagents, instrumentation, and software required. Detailed documentation of the device software including but not limited to, software applications and hardware-based devices that incorporate software.
(D) A detailed description of the methodology and protocols for each step of the test, including description of the quality metrics, thresholds, and filters at each step of the test that are implemented for final result reporting and a description of the metrics for run-failures, specimen-failures, invalids, as applicable.
(E) A list of links provided by the device to the user or accessed by the device for internal or external information (
e.g., decision rules or databases) supporting clinical significance of test results for the panel or its elements in accordance with paragraphs (b)(1)(v) and (b)(2)(vi) of this section.(F) A description of internal and external controls that are recommended or provided and control procedures. The description must identify those control elements that are incorporated into the testing procedure.
(iv) Information demonstrating analytical validity of the device according to analytical performance characteristics, evaluated either specifically for each gene/mutation or, when clinically and practically justified, using a representative approach based on other mutations of the same type, including:
(A) Data that adequately supports the intended specimen type (
e.g., formalin-fixed, paraffin-embedded tumor tissue), specimen handling protocol, and nucleic acid purification for specific tumor types or for a pan-tumor claim.(B) A summary of the empirical evidence obtained to demonstrate how the analytical quality metrics and thresholds were optimized.
(C) Device precision data using clinical samples to adequately evaluate intra-run, inter-run, and total variability. The samples must cover all mutation types tested (both positive and negative samples) and include samples near the limit of detection of the device. Precision must be assessed by agreement within replicates on the assay final result for each representative mutation, as applicable, and also supported by sequencing quality metrics for targeted regions across the panel.
(D) Description of the protocols and/or data adequately demonstrating the interchangeability of reagent lots and multiplexing barcodes.
(E) A description of the nucleic acid assay input concentration range and the evidence to adequately support the range.
(F) A description of the data adequately supporting the limit of detection of the device.
(G) A description of the data to adequately support device accuracy using clinical specimens representing the intended specimen type and range of tumor types, as applicable.
(
1 ) Clinical specimens tested to support device accuracy must adequately represent the list of cancer mutations with evidence of clinical significance to be detected by the device.(
2 ) For mutations that are designated as cancer mutations with evidence of clinical significance and that are based on evidence established in the intended specimen type (e.g., tumor tissues) but for a different analyte type (e.g., protein, RNA) and/or a measurement (e.g., incorporating a score or copy number) and/or with an alternative technology (e.g., IHC, RT-qPCR, FISH), evidence of accuracy must include clinically adequate concordance between results for the mutation and the medically established biomarker test (e.g., evidence generated from an appropriately sized method comparison study using clinical specimens from the target population).(
3 ) For qualitative DNA mutations not described in paragraph (b)(1)(iv)(G)(2 ) of this section, accuracy studies must include both mutation-positive and wild-type results.(H) Adequate device stability information.
(v) Information that adequately supports the clinical significance of the panel must include:
(A) Criteria established on what types and levels of evidence will clinically validate a mutation as a cancer mutation with evidence of clinical significance versus a cancer mutation with potential clinical significance.
(B) For representative mutations of those designated as cancer mutations with evidence of clinical significance, a description of the clinical evidence associated with such mutations, such as clinical evidence presented in professional guidelines, as appropriate, with method comparison performance data as described in paragraph (b)(1)(iv)(G) of this section.
(C) For all other mutations designated as cancer mutations with potential clinical significance, a description of the rationale for reporting.
(2) The 21 CFR 809.10 compliant labeling and any product information and test report generated, must include the following, as applicable:
(i) The intended use statement must specify the following:
(A) The test is indicated for previously diagnosed cancer patients.
(B) The intended specimen type(s) and matrix (
e.g., formalin-fixed, paraffin-embedded tumor tissue).(C) The mutation types (
e.g., single nucleotide variant, insertion, deletion, copy number variation or gene rearrangement) for which validation data has been provided.(D) The name of the testing facility or facilities, as applicable.
(ii) A description of the device and summary of the results of the performance studies performed in accordance with paragraphs (b)(1)(iii), (b)(1)(iv), and (b)(1)(v) of this section.
(iii) A description of applicable test limitations, including, for device specific mutations validated with method comparison data to a medically established test in the same intended specimen type, appropriate description of the level of evidence and/or the differences between next generation sequencing results and results from the medically established test (
e.g., as described in professional guidelines).(iv) A listing of all somatic mutations that are intended to be detected by the device and that are reported in the test results under the following two categories or equivalent designations, as appropriate: “cancer mutations panel with evidence of clinical significance” or “cancer mutations panel with potential clinical significance.”
(v) For mutations reported under the category of “cancer mutations panel with potential clinical significance,” a limiting statement that states “For the mutations listed in [cancer mutations panel with potential clinical significance or equivalent designation], the clinical significance has not been demonstrated [with adequate clinical evidence (
e.g., by professional guidelines) in accordance with paragraph (b)(1)(v) of this section] or with this test.”(vi) For mutations under the category of “cancer mutations panel with evidence of clinical significance,” or equivalent designation, link(s) for physicians to access internal or external information concerning decision rules or conclusions about the level of evidence for clinical significance that is associated with the marker in accordance with paragraph (b)(1)(v) of this section.