Q2 Solutions - EA Genomics, 5927 S Miami Blvd., Morrisville, NC, 27560, USA.
Division of Bioinformatics and Biostatistics, National Center for Toxicological Research, US Food and Drug Administration, Jefferson, AR, 72079, USA.
Genome Biol. 2021 Apr 16;22(1):111. doi: 10.1186/s13059-021-02316-z.
Oncopanel genomic testing, which identifies important somatic variants, is increasingly common in medical practice and especially in clinical trials. Currently, there is a paucity of reliable genomic reference samples having a suitably large number of pre-identified variants for properly assessing oncopanel assay analytical quality and performance. The FDA-led Sequencing and Quality Control Phase 2 (SEQC2) consortium analyze ten diverse cancer cell lines individually and their pool, termed Sample A, to develop a reference sample with suitably large numbers of coding positions with known (variant) positives and negatives for properly evaluating oncopanel analytical performance.
In reference Sample A, we identify more than 40,000 variants down to 1% allele frequency with more than 25,000 variants having less than 20% allele frequency with 1653 variants in COSMIC-related genes. This is 5-100× more than existing commercially available samples. We also identify an unprecedented number of negative positions in coding regions, allowing statistical rigor in assessing limit-of-detection, sensitivity, and precision. Over 300 loci are randomly selected and independently verified via droplet digital PCR with 100% concordance. Agilent normal reference Sample B can be admixed with Sample A to create new samples with a similar number of known variants at much lower allele frequency than what exists in Sample A natively, including known variants having allele frequency of 0.02%, a range suitable for assessing liquid biopsy panels.
These new reference samples and their admixtures provide superior capability for performing oncopanel quality control, analytical accuracy, and validation for small to large oncopanels and liquid biopsy assays.
在医疗实践中,尤其是在临床试验中,越来越多地使用鉴定重要体细胞变异的肿瘤 panel 基因组检测。目前,用于适当评估肿瘤 panel 检测分析质量和性能的可靠基因组参考样本数量很少,这些样本中预先确定了大量的变异。美国食品和药物管理局(FDA)领导的测序和质量控制第二阶段(SEQC2)联盟对十种不同的癌细胞系进行了单独分析和混合分析(称为样本 A),以开发具有足够数量的编码位置的参考样本,这些位置具有已知(变异)阳性和阴性结果,以便适当评估肿瘤 panel 的分析性能。
在参考样本 A 中,我们鉴定出了超过 40000 个等位基因频率低至 1%的变异,其中超过 25000 个变异的等位基因频率低于 20%,并且在 COSMIC 相关基因中有 1653 个变异。这比现有的商业上可用的样本多 5-100 倍。我们还在编码区域中发现了前所未有的大量阴性位置,从而可以对检测限、灵敏度和精密度进行严格的统计学评估。超过 300 个位点通过液滴数字 PCR 随机选择并独立验证,具有 100%的一致性。可以将安捷伦正常参考样本 B 与样本 A 混合,以创建新的样本,这些新样本具有与样本 A 中固有样本相似数量的已知变异,但等位基因频率要低得多,包括等位基因频率为 0.02%的已知变异,这是适合评估液体活检 panel 的范围。
这些新的参考样本及其混合物为小至大肿瘤 panel 和液体活检检测提供了卓越的肿瘤 panel 质量控制、分析准确性和验证能力。