Department of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL, USA.
Department of Cancer Biology, Mayo Clinic, Jacksonville, FL, USA.
J Natl Cancer Inst. 2022 Aug 8;114(8):1192-1199. doi: 10.1093/jnci/djac054.
In the United States, cancer disproportionately impacts Black and African American individuals. Identifying genetic factors underlying cancer disparities has been an important research focus and requires data that are equitable in both quantity and quality across racial groups. It is widely recognized that DNA databases quantitatively underrepresent minorities. However, the differences in data quality between racial groups have not been well studied.
We compared the qualities of germline and tumor exomes between ancestrally African and European patients in The Cancer Genome Atlas of 7 cancers with at least 50 self-reported Black patients in the context of sequencing depth, tumor purity, and qualities of germline variants and somatic mutations.
Germline and tumor exomes from ancestrally African patients were sequenced at statistically significantly lower depth in 6 out of the 7 cancers. For 3 cancers, most ancestrally European exomes were sequenced in early sample batches at higher depth, whereas ancestrally African exomes were concentrated in later batches and sequenced at much lower depth. For the other 3 cancers, the reasons of lower sequencing coverage of ancestrally African exomes remain unknown. Furthermore, even when the sequencing depths were comparable, African exomes had disproportionally higher percentages of positions with insufficient coverage, likely because of the known European bias in the human reference genome that impacted exome capture kit design.
Overall and positional lower sequencing depths of ancestrally African exomes in The Cancer Genome Atlas led to underdetection and lower quality of variants, highlighting the need to consider epidemiological factors for future genomics studies.
在美国,癌症在黑人和非裔美国人中的发病率不成比例。确定癌症差异背后的遗传因素一直是一个重要的研究重点,需要在数量和质量上都公平的种族群体的数据。人们普遍认识到,DNA 数据库在数量上严重低估了少数群体。然而,不同种族群体之间的数据质量差异尚未得到很好的研究。
我们比较了至少有 50 名自我报告的黑人患者的 7 种癌症中的非洲裔和欧洲裔患者的种系和肿瘤外显子组的质量,测序深度、肿瘤纯度、种系变异和体细胞突变的质量。
在 7 种癌症中的 6 种癌症中,非洲裔患者的种系和肿瘤外显子组测序深度明显较低。对于 3 种癌症,大多数欧洲裔的外显子组在早期样本批次中以更高的深度进行测序,而非洲裔的外显子组则集中在后期批次中,测序深度要低得多。对于另外 3 种癌症,非洲裔外显子组测序覆盖度较低的原因尚不清楚。此外,即使测序深度相当,非洲裔外显子组也有不成比例的更高比例的覆盖不足的位置,这可能是由于人类参考基因组中已知的欧洲偏见影响了外显子捕获试剂盒的设计。
总体而言,非洲裔种系外显子组在癌症基因组图谱中的测序深度较低,导致变异的检测和质量降低,这突出表明需要考虑未来基因组学研究中的流行病学因素。