Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.
Department of Pharmacy, College of Pharmacy, Chungbuk National University, Cheongju, Chungcheongbuk-do, Korea.
Epigenetics. 2022 Nov;17(11):1389-1403. doi: 10.1080/15592294.2022.2030883. Epub 2022 Feb 2.
Social epigenomics is an emerging field in which social scientist collaborate with computational biologists, especially epigeneticists, to address the underlying pathway for biological embedding of life experiences. This social epigenomics study included long-term childhood cancer survivors enrolled in the St. Jude Lifetime Cohort. DNA methylation (DNAm) data were generated using the Illumina EPIC BeadChip, and three social determinants of health (SDOH) factors were assessed: self-reported educational attainment, personal income, and an area deprivation index based on census track data. An epigenome-wide association study (EWAS) was performed to evaluate the relation between DNAm at each 5'-cytosine-phosphate-guanine-3' (CpG) site and each SDOH factor based on multivariable linear regression models stratified by ancestry (European ancestry, n = 1,618; African ancestry, n = 258). EWAS among survivors of European ancestry identified 130 epigenome-wide significant SDOH-CpG associations ( < 9 × 10), 25 of which were validated in survivors of African ancestry ( < 0.05). Thirteen CpGs were associated with all three SDOH factors and resided at pleiotropic loci in cigarette smoking-related genes (e.g., and ). After accounting for smoking and body mass index, these associations remained significant with attenuated effect sizes. Seven of 13 CpGs were associated with gene expression level based on 57 subsamples with blood RNA sequencing data available. In conclusion, DNAm signatures, many resembling the effect of tobacco use, were associated with SDOH factors among survivors of childhood cancer, thereby suggesting that biologically distal SDOH factors influence health behaviours or related factors, the epigenome, and subsequently survivors' health.
社会表观基因组学是一个新兴领域,社会科学家与计算生物学家(尤其是表观遗传学家)合作,以解决生活经历对生物的潜在影响途径。这项社会表观基因组学研究包括登记在圣裘德终身队列中的长期儿童癌症幸存者。使用 Illumina EPIC BeadChip 生成 DNA 甲基化 (DNAm) 数据,并评估了三个健康的社会决定因素 (SDOH) 因素:自我报告的受教育程度、个人收入和基于人口普查轨迹数据的区域贫困指数。进行了全基因组关联研究 (EWAS),以评估每个 5'-胞嘧啶-磷酸-鸟嘌呤-3' (CpG) 位点的 DNAm 与每个 SDOH 因素之间的关系,该研究基于按祖源分层的多变量线性回归模型(欧洲祖源,n = 1618;非洲祖源,n = 258)。欧洲裔幸存者的 EWAS 确定了 130 个与 SDOH 具有全基因组意义的 CpG 关联( < 9 × 10),其中 25 个在非洲裔幸存者中得到验证( < 0.05)。13 个 CpG 与所有三个 SDOH 因素相关,并且位于与吸烟相关的基因的多效性位点(例如 和 )。在考虑到吸烟和体重指数后,这些关联仍然具有显著意义,但效应大小减弱。在有 57 个可用血液 RNA 测序数据的亚样本中,有 7 个 CpG 与基因表达水平相关。总之,在儿童癌症幸存者中,与 DNAm 特征相关的许多特征类似于吸烟的影响,与 SDOH 因素相关,这表明生物上遥远的 SDOH 因素影响健康行为或相关因素、表观基因组,进而影响幸存者的健康。