遗传建筑学
孟德尔随机化
特质
全基因组关联研究
疾病
生物
人口
遗传学
数量性状位点
医学
计算机科学
病理
遗传变异
基因
基因型
单核苷酸多态性
程序设计语言
环境卫生
作者
Dongfang You,Yaqian Wu,Mengyi Lu,Fang Shao,Yingdan Tang,Sisi Liu,Liya Liu,Zewei Zhou,Ruyang Zhang,Sipeng Shen,Theis Lange,Hongyang Xu,Hongxia Ma,Yongmei Yin,Hongbing Shen,Feng Chen,David C. Christiani,Guangfu Jin,Yang Zhao
标识
DOI:10.1038/s41467-025-58248-w
摘要
Lung and gastrointestinal diseases often occur together, leading to more adverse health outcomes than when a disease of one of these systems occurs alone. However, the potential genetic mechanisms underlying lung-gastrointestinal comorbidities remain unclear. Here, we leverage lung and gastrointestinal trait data from individuals of European, East Asian and African ancestries, to perform a large-scale genetic cross trait analysis, followed by functional annotation and Mendelian randomization analysis to explore the genetic mechanisms involved in the development of lung-gastrointestinal comorbidities. Notably, we find significant genetic correlations between 27 trait pairs among the European population. The highest correlation is between chronic bronchitis and peptic ulcer disease. At the variant level, we identify 42 candidate pleiotropic genetic variants (3 of them previously uncharacterized) in 14 trait pairs by integrating cross-trait meta-analysis, fine-mapping and colocalization analyses. We also find 66 candidate pleiotropic genes, most of which were enriched in immune or inflammatory response-related activities. Causal inference approaches result in 4 potential lung-gastrointestinal associations. Introducing the gut microbiota as a variable establishes a relationship between the genus Parasutterella, gastro-oesophageal reflux disease and asthma. In summary, our findings highlight the genetic relationship between lung and gastrointestinal diseases, providing insights into the genetic mechanisms underlying the development of lung gastrointestinal comorbidities.
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