Jung Su Yon, Sobel Eric M, Pellegrini Matteo, Yu Herbert, Papp Jeanette C
Translational Sciences Section, Jonsson Comprehensive Cancer Center, School of Nursing, University of California, Los Angeles, Los Angeles, CA, United States.
Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States.
Front Oncol. 2021 Oct 7;11:760243. doi: 10.3389/fonc.2021.760243. eCollection 2021.
Disparities in cancer genomic science exist among racial/ethnic minorities. Particularly, African American (AA) and Hispanic/Latino American (HA) women, the 2 largest minorities, are underrepresented in genetic/genome-wide studies for cancers and their risk factors. We conducted on AA and HA postmenopausal women a genomic study for insulin resistance (IR), the main biologic mechanism underlying colorectal cancer (CRC) carcinogenesis owing to obesity.
With 780 genome-wide IR-specific single-nucleotide polymorphisms (SNPs) among 4,692 AA and 1,986 HA women, we constructed a CRC-risk prediction model. Along with these SNPs, we incorporated CRC-associated lifestyles in the model of each group and detected the topmost influential genetic and lifestyle factors. Further, we estimated the attributable risk of the topmost risk factors shared by the groups to explore potential factors that differentiate CRC risk between these groups.
In both groups, we detected IR-SNPs in (in AA) and , , and (in HA) and risk lifestyles, including long lifetime exposures to cigarette smoking and endogenous female hormones and daily intake of polyunsaturated fatty acids (PFA), as the topmost predictive variables for CRC risk. Combinations of those top genetic- and lifestyle-markers synergistically increased CRC risk. Of those risk factors, dietary PFA intake and long lifetime exposure to female hormones may play a key role in mediating racial disparity of CRC incidence between AA and HA women.
Our results may improve CRC risk prediction performance in those medically/scientifically underrepresented groups and lead to the development of genetically informed interventions for cancer prevention and therapeutic effort, thus contributing to reduced cancer disparities in those minority subpopulations.
癌症基因组科学在种族/族裔少数群体中存在差异。特别是,非裔美国(AA)和西班牙裔/拉丁裔美国(HA)女性这两个最大的少数群体,在癌症及其风险因素的基因/全基因组研究中的代表性不足。我们针对AA和HA绝经后女性进行了一项关于胰岛素抵抗(IR)的基因组研究,胰岛素抵抗是肥胖导致结直肠癌(CRC)发生的主要生物学机制。
在4692名AA女性和1986名HA女性中,利用780个全基因组IR特异性单核苷酸多态性(SNP),我们构建了一个CRC风险预测模型。除了这些SNP,我们还将与CRC相关的生活方式纳入每组模型中,并检测最具影响力的遗传和生活方式因素。此外,我们估计了两组共有的最主要风险因素的归因风险,以探索区分这些组之间CRC风险的潜在因素。
在两组中,我们在(AA组中)以及(HA组中)检测到IR-SNP,以及包括长期吸烟、内源性女性激素暴露和多不饱和脂肪酸(PFA)每日摄入量在内的风险生活方式,这些是CRC风险的最主要预测变量。这些顶级遗传和生活方式标志物的组合协同增加了CRC风险。在这些风险因素中,饮食中PFA的摄入量和长期暴露于女性激素可能在介导AA和HA女性之间CRC发病率的种族差异方面起关键作用。
我们的结果可能会提高那些在医学/科学上代表性不足群体的CRC风险预测性能,并导致开发基于基因信息的癌症预防和治疗干预措施,从而有助于减少这些少数亚群体中的癌症差异。