Rational Design of Live Biotherapeutic Products for the Prevention of Clostridioides difficile Infection

Shanlin Ke, Javier A Villafuerte Gálvez, Zheng Sun, Yangchun Cao, Nira R Pollock, Xinhua Chen, Ciarán P Kelly, Yang-Yu Liu
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Abstract

Clostridioides difficile infection (CDI) is a major cause of healthcare- and antibiotic-associated diarrhea. While fecal microbiota transplantation (FMT) shows promise for recurrent CDI, its mechanisms and long-term safety are not fully understood. Live biotherapeutic products (LBPs) using pre-defined bacterial consortia offer an alternative option, but the rational designing LBPs remains challenging. Here, we employ a computational pipeline and three metagenomic datasets to identify microbial strains for LBPs targeting CDI. We constructed the CDI-related microbial genome catalog, comprising 3,741 non-redundant metagenome-assembled genomes (nrMAGs) and identified multiple potential protective nrMAGs, including strains from Dorea formicigenerans, Oscillibacter welbionis, and Faecalibacterium prausnitzii. Importantly, some of these protective nrMAGs were found to play an important role in FMT success, and most top protective nrMAGs can be validated by various previous findings. Our results demonstrate a framework for selecting microbial strains targeting CDI, paving the way for the computational design of LBPs against other enteric infections.
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合理设计用于预防艰难梭菌感染的活生物治疗产品
艰难梭菌感染(CDI)是导致医疗保健和抗生素相关性腹泻的主要原因。虽然粪便微生物群移植(FMT)有望治疗复发性 CDI,但其机制和长期安全性尚不完全清楚。使用预定义细菌群的活生物治疗产品(LBPs)提供了另一种选择,但合理设计 LBPs 仍具有挑战性。在这里,我们利用计算管道和三个元基因组数据集来鉴定针对 CDI 的 LBPs 的微生物菌株。我们构建了由 3,741 个非冗余元基因组组装基因组(nrMAGs)组成的 CDI 相关微生物基因组目录,并鉴定出多个潜在的保护性 nrMAGs,包括来自 Dorea formicigenerans、Oscillibacter welbionis 和 Faecalibacterium prausnitzii 的菌株。重要的是,我们发现其中一些保护性 nrMAGs 在 FMT 成功中发挥了重要作用,而且大多数顶级保护性 nrMAGs 可以通过以前的各种研究结果得到验证。我们的研究结果为选择针对 CDI 的微生物菌株提供了一个框架,为针对其他肠道感染的枸杞多糖的计算设计铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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