Program in Public Health, Department of Family, Population, and Preventive Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA.
Program in Public Health, Department of Family, Population, and Preventive Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA.
Environ Res. 2024 Nov 15;261:119761. doi: 10.1016/j.envres.2024.119761. Epub 2024 Aug 8.
Mechanistic studies of the effects of environmental risk factors have been exploring the potential role of microRNA(miRNAs) as a possible pathway to clinical disease. In this study we examine whether levels of toenail metals are associated with changes in extracellular miRNA(ex-miRNA) expression.
We used data derived from the Normative Aging Study from 1996 to 2014 to conduct our analyses. We looked at associations between measured toenail metals: arsenic, cadmium, lead, manganese, and mercury and 282 ex-miRNAs in this population using canonical correlation analyses (CCAs) and longitudinal median regression. We adjusted for covariates such as age, education, body mass index, drinking and smoking behaviors, diabetes, and where available, seafood consumption. The p-values obtained from regression analyses were corrected for multiple comparisons. Ex-miRNAs identified to be associated with toenail metal levels were further examined using pathway analyses.
Our dataset included 937 observations from 589 men with an average age of 72.9 years at baseline. Both our correlation and regression analyses identified lead and cadmium as exposures most strongly associated with ex-miRNA expression. Numerous ex-miRNAs were identified as being associated with toenail metal levels. miR-27b-3p, in particular, was found to have high correlation with the first canonical dimension in the CCA and was significantly associated with cadmium in the regression analysis. Pathway analyses revealed messenger RNA (mRNA) targets for the ex-miRNAs that were associated with a number of clinical disorders including cancer, cardiovascular disease, and neurological disorders, etc. CONCLUSION: Toenail metals were associated with changes in ex-miRNA levels in both correlational and regression analyses. The ex-miRNAs identified can be linked to a variety of clinical disorders. Further studies are required to validate these findings.
环境风险因素的机制研究一直在探索 microRNA(miRNA) 作为一种可能的临床疾病途径的潜在作用。在这项研究中,我们研究了指甲金属水平是否与细胞外 miRNA(ex-miRNA) 表达的变化有关。
我们使用了 1996 年至 2014 年期间的常规老化研究的数据来进行分析。我们使用规范老化研究中的数据,对指甲金属(砷、镉、铅、锰和汞)与人群中 282 种 ex-miRNA 之间的关联进行了常规相关性分析(CCA)和纵向中位数回归分析。我们对年龄、教育程度、体重指数、饮酒和吸烟行为、糖尿病等因素进行了调整,在可用的情况下,还对海鲜摄入量进行了调整。从回归分析中获得的 p 值已针对多次比较进行了校正。进一步对与指甲金属水平相关的 ex-miRNA 进行了途径分析。
我们的数据集包括 589 名男性的 937 个观测值,平均基线年龄为 72.9 岁。我们的相关性和回归分析都发现,铅和镉是与 ex-miRNA 表达相关性最强的暴露物。许多 ex-miRNA 被确定与指甲金属水平有关。miR-27b-3p 尤其与 CCA 中的第一典型维度具有高度相关性,并且在回归分析中与镉显著相关。途径分析显示,与许多临床疾病相关的 ex-miRNA 的信使 RNA(mRNA) 靶标,包括癌症、心血管疾病和神经紊乱等。
指甲金属与 ex-miRNA 水平的变化在相关和回归分析中均有关联。确定的 ex-miRNA 可以与多种临床疾病相关。需要进一步的研究来验证这些发现。