Reynolds Lindsay M, Ding Jingzhong, Taylor Jackson R, Lohman Kurt, Soranzo Nicola, de la Fuente Alberto, Liu Tie Fu, Johnson Craig, Barr R Graham, Register Thomas C, Donohue Kathleen M, Talor Monica V, Cihakova Daniela, Gu Charles, Divers Jasmin, Siscovick David, Burke Gregory, Post Wendy, Shea Steven, Jacobs David R, Hoeschele Ina, McCall Charles E, Kritchevsky Stephen B, Herrington David, Tracy Russell P, Liu Yongmei
Department of Epidemiology and Prevention, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina, 27157, USA.
Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, 27157, USA.
BMC Genomics. 2015 Apr 22;16(1):333. doi: 10.1186/s12864-015-1522-4.
Transcriptomic studies hold great potential towards understanding the human aging process. Previous transcriptomic studies have identified many genes with age-associated expression levels; however, small samples sizes and mixed cell types often make these results difficult to interpret.
Using transcriptomic profiles in CD14+ monocytes from 1,264 participants of the Multi-Ethnic Study of Atherosclerosis (aged 55-94 years), we identified 2,704 genes differentially expressed with chronological age (false discovery rate, FDR ≤ 0.001). We further identified six networks of co-expressed genes that included prominent genes from three pathways: protein synthesis (particularly mitochondrial ribosomal genes), oxidative phosphorylation, and autophagy, with expression patterns suggesting these pathways decline with age. Expression of several chromatin remodeler and transcriptional modifier genes strongly correlated with expression of oxidative phosphorylation and ribosomal protein synthesis genes. 17% of genes with age-associated expression harbored CpG sites whose degree of methylation significantly mediated the relationship between age and gene expression (p < 0.05). Lastly, 15 genes with age-associated expression were also associated (FDR ≤ 0.01) with pulse pressure independent of chronological age. Comparing transcriptomic profiles of CD14+ monocytes to CD4+ T cells from a subset (n = 423) of the population, we identified 30 age-associated (FDR < 0.01) genes in common, while larger sets of differentially expressed genes were unique to either T cells (188 genes) or monocytes (383 genes). At the pathway level, a decline in ribosomal protein synthesis machinery gene expression with age was detectable in both cell types.
An overall decline in expression of ribosomal protein synthesis genes with age was detected in CD14+ monocytes and CD4+ T cells, demonstrating that some patterns of aging are likely shared between different cell types. Our findings also support cell-specific effects of age on gene expression, illustrating the importance of using purified cell samples for future transcriptomic studies. Longitudinal work is required to establish the relationship between identified age-associated genes/pathways and aging-related diseases.
转录组学研究在理解人类衰老过程方面具有巨大潜力。以往的转录组学研究已经鉴定出许多与年龄相关的表达水平的基因;然而,样本量小和细胞类型混合常常使这些结果难以解释。
利用动脉粥样硬化多族裔研究(年龄在55 - 94岁之间)的1264名参与者的CD14 +单核细胞中的转录组谱,我们鉴定出2704个随实际年龄差异表达的基因(错误发现率,FDR≤0.001)。我们进一步鉴定出六个共表达基因网络,其中包括来自三个途径的显著基因:蛋白质合成(特别是线粒体核糖体基因)、氧化磷酸化和自噬,其表达模式表明这些途径随年龄下降。几个染色质重塑和转录调节基因的表达与氧化磷酸化和核糖体蛋白合成基因的表达强烈相关。17%与年龄相关表达的基因含有CpG位点,其甲基化程度显著介导了年龄与基因表达之间的关系(p < 0.05)。最后,15个与年龄相关表达的基因也与脉压相关(FDR≤0.01),且独立于实际年龄。将CD14 +单核细胞的转录组谱与该人群子集(n = 423)的CD4 + T细胞的转录组谱进行比较,我们鉴定出30个共同的与年龄相关(FDR < 0.01)的基因,而更大的差异表达基因集分别是T细胞(188个基因)或单核细胞(383个基因)所特有的。在途径水平上,两种细胞类型中均检测到核糖体蛋白合成机制基因表达随年龄下降。
在CD14 +单核细胞和CD4 + T细胞中均检测到核糖体蛋白合成基因表达随年龄总体下降,表明不同细胞类型之间可能存在一些共同的衰老模式。我们的发现还支持年龄对基因表达的细胞特异性影响,说明了在未来的转录组学研究中使用纯化细胞样本的重要性。需要进行纵向研究以建立已鉴定的与年龄相关的基因/途径与衰老相关疾病之间的关系。