Suppr超能文献

感染之后:病原体与人类非传染性疾病调查

After the Infection: A Survey of Pathogens and Non-communicable Human Disease.

作者信息

Lape Michael, Schnell Daniel, Parameswaran Sreeja, Ernst Kevin, O'Connor Shannon, Salomonis Nathan, Martin Lisa J, Harnett Brett M, Kottyan Leah C, Weirauch Matthew T

机构信息

Department of Biomedical Informatics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA.

Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.

出版信息

medRxiv. 2024 Dec 30:2023.09.14.23295428. doi: 10.1101/2023.09.14.23295428.

Abstract

There are many well-established relationships between pathogens and human disease, but far fewer when focusing on non-communicable diseases (NCDs). We leverage data from The UK Biobank and TriNetX to perform a systematic survey across 20 pathogens and 426 diseases, primarily NCDs. To this end, we assess the association between disease status and infection history proxies. We identify 206 pathogen-disease pairs that replicate in both cohorts. We replicate many established relationships, including with several gastroenterological diseases and connections between Epstein-Barr virus with multiple sclerosis and lupus. Overall, our approach identified evidence of association for 15 pathogens and 96 distinct diseases, including a currently controversial link between human cytomegalovirus (CMV) and ulcerative colitis (UC). We validate this connection through two orthogonal analyses, revealing increased CMV gene expression in UC patients and enrichment for UC genetic risk signal near human genes that have altered expression upon CMV infection. Collectively, these results form a foundation for future investigations into mechanistic roles played by pathogens in NCDs. All results are easily accessible on our website, https://tf.cchmc.org/pathogen-disease.

摘要

病原体与人类疾病之间存在许多已被充分证实的关系,但聚焦于非传染性疾病(NCDs)时,这类关系则少得多。我们利用英国生物银行和TriNetX的数据,对20种病原体和426种疾病(主要是非传染性疾病)进行了系统调查。为此,我们评估了疾病状态与感染史代理指标之间的关联。我们在两个队列中识别出206对病原体 - 疾病配对。我们重现了许多已确立的关系,包括与几种胃肠疾病的关系以及爱泼斯坦 - 巴尔病毒与多发性硬化症和狼疮之间的联系。总体而言,我们的方法确定了15种病原体与96种不同疾病之间存在关联的证据,其中包括目前存在争议的人类巨细胞病毒(CMV)与溃疡性结肠炎(UC)之间的联系。我们通过两项正交分析验证了这种联系,揭示了UC患者中CMV基因表达增加以及在CMV感染后表达发生改变的人类基因附近UC遗传风险信号的富集。这些结果共同为未来研究病原体在非传染性疾病中所起的机制作用奠定了基础。所有结果均可在我们的网站https://tf.cchmc.org/pathogen-disease上轻松获取。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8b3b/11687601/1ee0a0c428de/nihpp-2023.09.14.23295428v2-f0001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验