Topological distortion and reorganized modular structure of gut microbial co-occurrence networks in inflammatory bowel disease

被引:67
作者
Baldassano, Steven N. [1 ,2 ]
Bassett, Danielle S. [1 ,2 ,3 ]
机构
[1] Univ Penn, Dept Bioengn, Philadelphia, PA 19104 USA
[2] Univ Penn, Ctr Neuroengn & Therapeut, Philadelphia, PA 19104 USA
[3] Univ Penn, Dept Elect & Syst Engn, Philadelphia, PA 19104 USA
基金
美国国家科学基金会;
关键词
COMMUNITY STRUCTURE; ULCERATIVE-COLITIS; CROHNS-DISEASE; BIFIDOBACTERIUM; ORGANIZATION; ANTIBIOTICS; COMPLEXITY; PROBIOTICS; DYSBIOSIS; FRAGILITY;
D O I
10.1038/srep26087
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
The gut microbiome plays a key role in human health, and alterations of the normal gut flora are associated with a variety of distinct disease states. Yet, the natural dependencies between microbes in healthy and diseased individuals remain far from understood. Here we use a network-based approach to characterize microbial co-occurrence in individuals with inflammatory bowel disease (IBD) and healthy (non-IBD control) individuals. We find that microbial networks in patients with IBD differ in both global structure and local connectivity patterns. While a "core" microbiome is preserved, network topology of other densely interconnected microbe modules is distorted, with potent inflammation-mediating organisms assuming roles as integrative and highly connected inter-modular hubs. We show that while both networks display a rich-club organization, in which a small set of microbes commonly co-occur, the healthy network is more easily disrupted by elimination of a small number of key species. Further investigation of network alterations in disease might offer mechanistic insights into the specific pathogens responsible for microbiome-mediated inflammation in IBD.
引用
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页数:14
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