Association of genetic ancestry with molecular tumor profiles in colorectal cancer.

IF 10.4 1区 生物学 Q1 GENETICS & HEREDITY
Brooke Rhead, David M Hein, Yannick Pouliot, Justin Guinney, Francisco M De La Vega, Nina N Sanford
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引用次数: 0

Abstract

Background: There are known disparities in incidence and outcomes of colorectal cancer (CRC) by race and ethnicity. Some of these disparities may be mediated by molecular changes in tumors that occur at different rates across populations. Genetic ancestry is a measure complementary to race and ethnicity that can overcome missing data issues and better capture genetic similarity in admixed populations. We aimed to identify somatic mutations and tumor gene expression differences associated with both genetic ancestry and imputed race and ethnicity.

Methods: Sequencing was performed with the Tempus xT NGS 648-gene panel and whole exome capture RNA-Seq for 8454 primarily late-stage CRC patients. Genetic ancestry proportions for five continental groups-Africa (AFR), American indigenous (AMR), East Asia (EAS), Europe (EUR), and South Asia (SAS)-were estimated using ancestry informative markers. To address data gaps, race and ethnicity categories were imputed, resulting in assignments for 952 Hispanic/Latino, 420 non-Hispanic (NH) Asian, 1061 NH Black, and 5763 NH White individuals. We assessed association of genetic ancestry proportions and imputed race and ethnicity categories with somatic mutations in relevant CRC genes and in 2608 expression profiles, as well as 1957 consensus molecular subtypes (CMS).

Results: Increased AFR ancestry was associated with higher odds of somatic mutations in APC, KRAS, and PIK3CA and lower odds of BRAF mutations. Additionally, increased EAS ancestry was associated with lower odds of mutations in KRAS, EUR with higher odds in BRAF, and the Hispanic/Latino category with lower odds in BRAF. Greater AFR ancestry and the NH Black category were associated with higher rates of CMS3, while a higher proportion of Hispanic/Latino patients exhibited indeterminate CMS classifications.

Conclusions: Molecular differences in CRC tumor mutation frequencies and gene expression that may underlie observed differences by race and ethnicity were identified. The association of AFR ancestry with increased KRAS mutations aligns with higher CMS3 subtype rates in NH Black patients. The increase of indeterminate CMS in Hispanic/Latino patients suggests that subtype classification methods could benefit from enhanced patient diversity.

遗传血统与结直肠癌分子肿瘤特征的关系。
背景:众所周知,不同种族和族裔的结直肠癌(CRC)发病率和治疗效果存在差异。其中一些差异可能是由不同人群中发生率不同的肿瘤分子变化引起的。遗传祖先是对种族和人种的一种补充测量,可以克服数据缺失问题,更好地捕捉混血人群的遗传相似性。我们的目的是确定与遗传血统及推算的种族和人种相关的体细胞突变和肿瘤基因表达差异:方法:使用 Tempus xT NGS 648 基因面板和全外显子组捕获 RNA-Seq 对 8454 名主要是晚期 CRC 患者进行了测序。利用祖先信息标记估计了五个大陆群体的遗传祖先比例--非洲(AFR)、美洲土著(AMR)、东亚(EAS)、欧洲(EUR)和南亚(SAS)。为了弥补数据缺口,我们对种族和民族类别进行了估算,得出了 952 名西班牙裔/拉丁美洲人、420 名非西班牙裔(NH)亚裔、1061 名 NH 黑人和 5763 名 NH 白人的祖先。我们评估了遗传血统比例、推算的种族和人种类别与相关 CRC 基因的体细胞突变、2608 个表达谱以及 1957 个共识分子亚型(CMS)之间的关联:结果:AFR血统的增加与APC、KRAS和PIK3CA的体细胞突变几率较高和BRAF突变几率较低有关。此外,EAS血统的增加与KRAS突变几率的降低有关,EUR血统与BRAF突变几率的增加有关,而西班牙/拉美裔血统与BRAF突变几率的降低有关。更高的AFR血统和NH黑人类别与更高的CMS3比率相关,而更高比例的西班牙裔/拉丁裔患者表现出不确定的CMS分类:结论:研究发现了 CRC 肿瘤突变频率和基因表达的分子差异,这些差异可能是观察到的种族和民族差异的基础。非洲裔血统与 KRAS 基因突变增加的关系与新罕布什尔州黑人患者较高的 CMS3 亚型发生率相一致。西班牙裔/拉美裔患者中不确定 CMS 的增加表明,亚型分类方法可受益于患者多样性的增强。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Genome Medicine
Genome Medicine GENETICS & HEREDITY-
CiteScore
20.80
自引率
0.80%
发文量
128
审稿时长
6-12 weeks
期刊介绍: Genome Medicine is an open access journal that publishes outstanding research applying genetics, genomics, and multi-omics to understand, diagnose, and treat disease. Bridging basic science and clinical research, it covers areas such as cancer genomics, immuno-oncology, immunogenomics, infectious disease, microbiome, neurogenomics, systems medicine, clinical genomics, gene therapies, precision medicine, and clinical trials. The journal publishes original research, methods, software, and reviews to serve authors and promote broad interest and importance in the field.
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