Department of Biostatistics, Yale School of Public Health, New Haven, CT, 06511, USA.
VA Connecticut Healthcare System, West Haven, CT, 06516, USA.
BMC Genomics. 2023 Sep 20;24(1):556. doi: 10.1186/s12864-023-09661-2.
Cocaine use (CU) is associated with psychiatric and medical diseases. Little is known about the mechanisms of CU-related comorbidities. Findings from preclinical and clinical studies have suggested that CU is associated with aberrant DNA methylation (DNAm) that may be influenced by genetic variants [i.e., methylation quantitative trait loci (meQTLs)]. In this study, we mapped cis-meQTLs for CU-associated DNAm sites (CpGs) in an HIV-positive cohort (N = 811) and extended the meQTLs to multiple traits.
We conducted cis-meQTL analysis for 224 candidate CpGs selected for their association with CU in blood. We identified 7,101 significant meQTLs [false discovery rate (FDR) < 0.05], which mostly mapped to genes involved in immunological functions and were enriched in immune pathways. We followed up the meQTLs using phenome-wide association study and trait enrichment analyses, which revealed 9 significant traits. We tested for causal effects of CU on these 9 traits using Mendelian Randomization and found evidence that CU plays a causal role in increasing hypertension (p-value = 2.35E-08) and decreasing heel bone mineral density (p-value = 1.92E-19).
These findings suggest that genetic variants for CU-associated DNAm have pleiotropic effects on other relevant traits and provide new insights into the causal relationships between cocaine use and these complex traits.
可卡因使用(CU)与精神和医学疾病有关。CU 相关合并症的机制知之甚少。临床前和临床研究的结果表明,CU 与异常的 DNA 甲基化(DNAm)有关,而这种异常可能受到遗传变异的影响[即,甲基化数量性状基因座(meQTL)]。在这项研究中,我们在 HIV 阳性队列(N=811)中绘制了与 CU 相关的 DNAm 位点(CpG)的顺式-meQTL,并将 meQTL 扩展到多个特征。
我们对 224 个候选 CpG 进行了顺式-meQTL 分析,这些候选 CpG 是根据其与血液中 CU 的相关性选择的。我们确定了 7101 个显著的 meQTLs[错误发现率(FDR)<0.05],这些 meQTL 主要映射到参与免疫功能的基因,并且在免疫途径中富集。我们使用表型全基因组关联研究和特征富集分析对 meQTL 进行了跟进,发现了 9 个显著的特征。我们使用孟德尔随机化测试了 CU 对这 9 个特征的因果影响,并发现 CU 增加高血压的证据(p 值=2.35E-08)和降低脚跟骨矿物质密度的证据(p 值=1.92E-19)。
这些发现表明,与 CU 相关的 DNAm 的遗传变异对其他相关特征具有多效性作用,并为可卡因使用与这些复杂特征之间的因果关系提供了新的见解。