BC Children's Hospital Research Institute (BCCHR), 950 West 28th Avenue, Vancouver, BC, V5Z 4H4, Canada.
Centre for Molecular Medicine and Therapeutics, Vancouver, BC, V6H 0B3, Canada.
Epigenetics Chromatin. 2021 Dec 11;14(1):54. doi: 10.1186/s13072-021-00428-1.
Understanding the molecular basis of susceptibility factors to the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection is a global health imperative. It is well-established that males are more likely to acquire SARS-CoV-2 infection and exhibit more severe outcomes. Similarly, exposure to air pollutants and pre-existing respiratory chronic conditions, such as asthma and chronic obstructive respiratory disease (COPD) confer an increased risk to coronavirus disease 2019 (COVID-19).
We investigated molecular patterns associated with risk factors in 398 candidate genes relevant to COVID-19 biology. To accomplish this, we downloaded DNA methylation and gene expression data sets from publicly available repositories (GEO and GTEx Portal) and utilized data from an empirical controlled human exposure study conducted by our team.
First, we observed sex-biased DNA methylation patterns in autosomal immune genes, such as NLRP2, TLE1, GPX1, and ARRB2 (FDR < 0.05, magnitude of DNA methylation difference Δβ > 0.05). Second, our analysis on the X-linked genes identified sex associated DNA methylation profiles in genes, such as ACE2, CA5B, and HS6ST2 (FDR < 0.05, Δβ > 0.05). These associations were observed across multiple respiratory tissues (lung, nasal epithelia, airway epithelia, and bronchoalveolar lavage) and in whole blood. Some of these genes, such as NLRP2 and CA5B, also exhibited sex-biased gene expression patterns. In addition, we found differential DNA methylation patterns by COVID-19 status for genes, such as NLRP2 and ACE2 in an exploratory analysis of an empirical data set reporting on human COVID-9 infections. Third, we identified modest DNA methylation changes in CpGs associated with PRIM2 and TATDN1 (FDR < 0.1, Δβ > 0.05) in response to particle-depleted diesel exhaust in bronchoalveolar lavage. Finally, we captured a DNA methylation signature associated with COPD diagnosis in a gene involved in nicotine dependence (COMT) (FDR < 0.1, Δβ > 0.05).
Our findings on sex differences might be of clinical relevance given that they revealed molecular associations of sex-biased differences in COVID-19. Specifically, our results hinted at a potentially exaggerated immune response in males linked to autosomal genes, such as NLRP2. In contrast, our findings at X-linked loci such as ACE2 suggested a potentially distinct DNA methylation pattern in females that may interact with its mRNA expression and inactivation status. We also found tissue-specific DNA methylation differences in response to particulate exposure potentially capturing a nitrogen dioxide (NO) effect-a contributor to COVID-19 susceptibility. While we identified a molecular signature associated with COPD, all COPD-affected individuals were smokers, which may either reflect an association with the disease, smoking, or may highlight a compounded effect of these two risk factors in COVID-19. Overall, our findings point towards a molecular basis of variation in susceptibility factors that may partly explain disparities in the risk for SARS-CoV-2 infection.
了解导致严重急性呼吸系统综合征冠状病毒 2 (SARS-CoV-2) 感染的易感性因素的分子基础是全球健康的当务之急。众所周知,男性更容易感染 SARS-CoV-2,并且表现出更严重的后果。同样,暴露于空气污染物和现有的呼吸道慢性疾病,如哮喘和慢性阻塞性呼吸道疾病 (COPD),会使 2019 年冠状病毒病 (COVID-19) 的风险增加。
我们研究了与 COVID-19 生物学相关的 398 个候选基因中的风险因素相关的分子模式。为了实现这一目标,我们从公共可用存储库 (GEO 和 GTEx 门户) 下载了 DNA 甲基化和基因表达数据集,并利用了我们团队进行的一项经验性对照人体暴露研究的数据。
首先,我们观察到常染色体免疫基因中存在性别偏倚的 DNA 甲基化模式,如 NLRP2、TLE1、GPX1 和 ARRB2(FDR<0.05,DNA 甲基化差异 Δβ>0.05)。其次,我们对 X 连锁基因的分析确定了 ACE2、CA5B 和 HS6ST2 等基因中与性别相关的 DNA 甲基化谱(FDR<0.05,Δβ>0.05)。这些关联在多个呼吸道组织(肺、鼻上皮、气道上皮和支气管肺泡灌洗)和全血中都有观察到。这些基因中的一些,如 NLRP2 和 CA5B,也表现出性别偏倚的基因表达模式。此外,我们在对报告人类 COVID-9 感染的经验数据集进行的探索性分析中发现,NLRP2 和 ACE2 等基因的 COVID-19 状态存在差异的 DNA 甲基化模式。第三,我们发现了与 PRIM2 和 TATDN1 相关的 CpG 中与 DNA 甲基化相关的适度变化(FDR<0.1,Δβ>0.05),这与支气管肺泡灌洗中颗粒耗尽的柴油废气有关。最后,我们在一个涉及尼古丁依赖(COMT)的基因中捕获了与 COPD 诊断相关的 DNA 甲基化特征(FDR<0.1,Δβ>0.05)。
鉴于我们的研究结果揭示了 COVID-19 中性别偏倚差异的分子关联,我们关于性别差异的发现可能具有临床意义。具体来说,我们的结果暗示了男性中与常染色体基因(如 NLRP2)相关的潜在过度免疫反应。相比之下,我们在 ACE2 等 X 连锁基因座上的发现表明,女性可能存在潜在的不同 DNA 甲基化模式,这可能与其 mRNA 表达和失活状态相互作用。我们还发现了对颗粒暴露的组织特异性 DNA 甲基化差异,这可能捕捉到了二氧化氮 (NO) 的影响,NO 是 COVID-19 易感性的一个因素。虽然我们确定了与 COPD 相关的分子特征,但所有受 COPD 影响的个体都是吸烟者,这可能反映了与疾病、吸烟的关联,或者可能突出了这两个风险因素在 COVID-19 中的复合效应。总的来说,我们的研究结果指出了易感性因素变化的分子基础,这可能部分解释了 SARS-CoV-2 感染风险的差异。