Host-microbiome protein-protein interactions capture disease-relevant pathways

被引:18
作者
Zhou, Hao [1 ]
Beltran, Juan Felipe [2 ]
Brito, Ilana Lauren [2 ]
机构
[1] Cornell Univ, Dept Microbiol, Ithaca, NY USA
[2] Cornell Univ, Meinig Sch Biomed Engn, Ithaca, NY 14853 USA
基金
美国国家卫生研究院;
关键词
Gut microbiome; Protein-protein interactions; Metagenomics; Human disease; INFLAMMATORY-BOWEL-DISEASE; COLORECTAL-CANCER; PATHOGEN INTERACTIONS; NAFAMOSTAT MESILATE; HELICOBACTER-PYLORI; SECRETED PROTEINS; CROHNS-DISEASE; ACTIVATION; MECHANISMS; PREDICTION;
D O I
10.1186/s13059-022-02643-9
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background Host-microbe interactions are crucial for normal physiological and immune system development and are implicated in a variety of diseases, including inflammatory bowel disease (IBD), colorectal cancer (CRC), obesity, and type 2 diabetes (T2D). Despite large-scale case-control studies aimed at identifying microbial taxa or genes involved in pathogeneses, the mechanisms linking them to disease have thus far remained elusive. Results To identify potential pathways through which human-associated bacteria impact host health, we leverage publicly-available interspecies protein-protein interaction (PPI) data to find clusters of microbiome-derived proteins with high sequence identity to known human-protein interactors. We observe differential targeting of putative human-interacting bacterial genes in nine independent metagenomic studies, finding evidence that the microbiome broadly targets human proteins involved in immune, oncogenic, apoptotic, and endocrine signaling pathways in relation to IBD, CRC, obesity, and T2D diagnoses. Conclusions This host-centric analysis provides a mechanistic hypothesis-generating platform and extensively adds human functional annotation to commensal bacterial proteins.
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页数:18
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