Department of Microbiology, Cornell University, Ithaca, NY, USA.
Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, USA.
Genome Biol. 2022 Mar 4;23(1):72. doi: 10.1186/s13059-022-02643-9.
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.
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.
This host-centric analysis provides a mechanistic hypothesis-generating platform and extensively adds human functional annotation to commensal bacterial proteins.
宿主-微生物相互作用对正常的生理和免疫系统发育至关重要,并与多种疾病有关,包括炎症性肠病(IBD)、结直肠癌(CRC)、肥胖症和 2 型糖尿病(T2D)。尽管进行了大规模的病例对照研究,旨在确定参与发病机制的微生物类群或基因,但将它们与疾病联系起来的机制迄今仍难以捉摸。
为了确定人类相关细菌影响宿主健康的潜在途径,我们利用公开的种间蛋白质-蛋白质相互作用(PPI)数据,找到具有高度序列同一性的微生物组衍生蛋白簇,这些蛋白与已知的人类蛋白相互作用因子具有高度序列同一性。我们在九个独立的宏基因组研究中观察到潜在的人类相互作用细菌基因的靶向差异,有证据表明,与 IBD、CRC、肥胖症和 T2D 诊断相关,微生物组广泛靶向涉及免疫、致癌、凋亡和内分泌信号通路的人类蛋白。
这种以宿主为中心的分析提供了一个产生机制假设的平台,并为共生细菌蛋白提供了广泛的人类功能注释。