Liggins Institute, University of Auckland, Auckland, New Zealand.
Maurice Wilkins Centre, University of Auckland, Auckland, New Zealand.
Life Sci Alliance. 2022 Dec 27;6(3). doi: 10.26508/lsa.202201609. Print 2023 Mar.
Chronic obstructive pulmonary disease (COPD) is a heterogeneous group of chronic lung conditions. Genome-wide association studies have identified single-nucleotide polymorphisms (SNPs) associated with COPD and the co-occurring conditions, suggesting common biological mechanisms underlying COPD and these co-occurring conditions. To identify them, we have integrated information across different biological levels (i.e., genetic variants, lung-specific 3D genome structure, gene expression and protein-protein interactions) to build lung-specific gene regulatory and protein-protein interaction networks. We have queried these networks using disease-associated SNPs for COPD, unipolar depression and coronary artery disease. COPD-associated SNPs can control genes involved in the regulation of lung or pulmonary function, asthma, brain region volumes, cortical surface area, depressed affect, neuroticism, Parkinson's disease, white matter microstructure and smoking behaviour. We describe the regulatory connections, genes and biochemical pathways that underlay these co-occurring trait-SNP-gene associations. Collectively, our findings provide new avenues for the investigation of the underlying biology and diverse clinical presentations of COPD. In so doing, we identify a collection of genetic variants and genes that may aid COPD patient stratification and treatment.
慢性阻塞性肺疾病(COPD)是一组异质性的慢性肺部疾病。全基因组关联研究已经确定了与 COPD 以及同时发生的疾病相关的单核苷酸多态性(SNPs),这表明 COPD 和这些同时发生的疾病存在共同的生物学机制。为了识别这些机制,我们整合了不同生物学水平的信息(即遗传变异、肺特异性三维基因组结构、基因表达和蛋白质-蛋白质相互作用),以构建肺特异性基因调控和蛋白质-蛋白质相互作用网络。我们使用与 COPD、单相抑郁症和冠状动脉疾病相关的疾病相关 SNPs 来查询这些网络。与 COPD 相关的 SNPs 可以控制参与肺或肺功能、哮喘、脑区容积、皮质表面积、抑郁情绪、神经质、帕金森病、白质微观结构和吸烟行为调节的基因。我们描述了这些共同发生的特征-SNP-基因关联背后的调控关系、基因和生化途径。总之,我们的研究结果为 COPD 的潜在生物学和不同临床表现的研究提供了新的途径。通过这样做,我们确定了一组可能有助于 COPD 患者分层和治疗的遗传变异和基因。