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交叉肿瘤panel 研究显示,其具有较高的灵敏度和准确性,整体分析性能取决于基因组区域。

Cross-oncopanel study reveals high sensitivity and accuracy with overall analytical performance depending on genomic regions.

机构信息

Division of Bioinformatics and Biostatistics, National Center for Toxicological Research, US Food and Drug Administration, Jefferson, AR, 72079, USA.

Immuneering Corporation, One Broadway, 14th Floor, Cambridge, MA, 02142, USA.

出版信息

Genome Biol. 2021 Apr 16;22(1):109. doi: 10.1186/s13059-021-02315-0.

Abstract

BACKGROUND

Targeted sequencing using oncopanels requires comprehensive assessments of accuracy and detection sensitivity to ensure analytical validity. By employing reference materials characterized by the U.S. Food and Drug Administration-led SEquence Quality Control project phase2 (SEQC2) effort, we perform a cross-platform multi-lab evaluation of eight Pan-Cancer panels to assess best practices for oncopanel sequencing.

RESULTS

All panels demonstrate high sensitivity across targeted high-confidence coding regions and variant types for the variants previously verified to have variant allele frequency (VAF) in the 5-20% range. Sensitivity is reduced by utilizing VAF thresholds due to inherent variability in VAF measurements. Enforcing a VAF threshold for reporting has a positive impact on reducing false positive calls. Importantly, the false positive rate is found to be significantly higher outside the high-confidence coding regions, resulting in lower reproducibility. Thus, region restriction and VAF thresholds lead to low relative technical variability in estimating promising biomarkers and tumor mutational burden.

CONCLUSION

This comprehensive study provides actionable guidelines for oncopanel sequencing and clear evidence that supports a simplified approach to assess the analytical performance of oncopanels. It will facilitate the rapid implementation, validation, and quality control of oncopanels in clinical use.

摘要

背景

使用肿瘤靶向 panel 进行靶向测序需要对准确性和检测灵敏度进行全面评估,以确保分析有效性。本研究采用由美国食品和药物管理局(FDA)主导的 SEquence Quality Control 项目 phase2(SEQC2)工作定义的参考材料,对 8 个泛癌种 panel 进行跨平台多实验室评估,以评估肿瘤 panel 测序的最佳实践。

结果

所有 panel 在针对先前已证实具有 5%-20%变异等位基因频率(VAF)的靶标高可信度编码区和变异类型的检测中均表现出较高的灵敏度。由于 VAF 测量的固有变异性,使用 VAF 阈值会降低灵敏度。强制使用 VAF 报告阈值可积极减少假阳性结果。重要的是,假阳性率在外围高可信度编码区之外显著更高,导致重复性降低。因此,区域限制和 VAF 阈值导致在估计有前途的生物标志物和肿瘤突变负荷时,相对技术变异性较低。

结论

本全面研究为肿瘤 panel 测序提供了可行的指导方针,并提供了支持简化评估肿瘤 panel 分析性能的明确证据。它将促进肿瘤 panel 在临床应用中的快速实施、验证和质量控制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ebcc/8051090/32fc65f87a97/13059_2021_2315_Fig1_HTML.jpg

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