Metagenomics-Based, Strain-Level Analysis of Escherichia coli From a Time-Series of Microbiome Samples From a Crohn's Disease Patient

基因组 大肠杆菌 生物 微生物群 失调 拉伤 微生物学 毒力 炎症性肠病 系统发育树 相对物种丰度 疾病 遗传学 丰度(生态学) 基因 医学 生态学 病理 解剖
作者
Xin Fang,Jonathan M. Monk,Sergey Nurk,Margarita Akseshina,Quanyin Zhu,Christopher Gemmell,Connor Gianetto-Hill,Nelly Leung,Richard Szubin,Jon G. Sanders,Paul L. Beck,Weizhong Li,William J. Sandborn,Scott D. Gray-Owen,Rob Knight,Emma Allen‐Vercoe,Bernhard Ø. Palsson,Larry Smarr
出处
期刊:Frontiers in Microbiology [Frontiers Media SA]
卷期号:9 被引量:34
标识
DOI:10.3389/fmicb.2018.02559
摘要

Dysbiosis of the gut microbiome, including elevated abundance of putative leading bacterial triggers such as E. coli in inflammatory bowel disease (IBD) patients, is of great interest. To date, most E. coli studies in IBD patients are focused on clinical isolates, overlooking their relative abundances and turnover over time. Metagenomics-based studies, on the other hand, are less focused on strain-level investigations. Here, using recently developed bioinformatic tools, we analyzed the abundance and properties of specific E. coli strains in a Crohn’s disease (CD) patient longitudinally, while also considering the composition of the entire community over time. In this report, we conducted a pilot study on metagenomic-based, strain-level analysis of a time-series of E. coli strains in a left-sided CD patient, who exhibited sustained levels of E. coli greater than 100X healthy. We: 1) mapped out the composition of the gut microbiome over time, particularly the presence of E. coli strains, and found that the abundance and dominance of specific E. coli strains in the community varied over time; 2) performed strain-level de novo assemblies of seven dominant E. coli strains, and illustrated disparity between these strains in both phylogenetic origin and genomic content; 3) observed that strain ST1 (recovered during peak inflammation) is highly similar to known pathogenic AIEC strains NC101 and LF82 in both virulence factors and metabolic functions, while other strains (ST2-ST7) that were collected during more stable states displayed diverse characteristics; 4) isolated, sequenced, experimentally characterized ST1, and confirmed the accuracy of the de novo assembly; and 5) assessed growth capability of ST1 with a newly reconstructed genome-scale metabolic model of the strain, and showed its potential to use substrates found abundantly in the human gut to outcompete other microbes. In conclusion, inflammation status (assessed by the C-reactive protein and calprotectin) is likely correlated with the abundance of a subgroup of E. coli strains with specific traits. Therefore, strain-level time-series analysis of dominant E. coli strains in a CD patient is highly informative, and motivates a study of a larger cohort of IBD patients.
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