Computational approaches to understanding Clostridioides difficile metabolism and virulence. 2022

Matthew L Jenior, and Jason A Papin
Department of Biomedical Engineering, University of Virginia, MR-5 2041a, Box 800759, Health System, Charlottesville, VA 22908 USA. Electronic address: mljenior@virginia.edu.

The progress of infection by Clostridioides difficile is strongly influenced by metabolic cues it encounters as it colonizes the gastrointestinal tract. Both colonization and regulation of virulence have a multi-factorial interaction between host, microbiome, and gene expression cascades. While these connections with metabolism have been understood for some time, many mechanisms of control have remained difficult to directly assay due to high metabolic variability among C. difficile isolates and difficult genetic systems. Computational systems offer a means to interrogate structure of complex or noisy datasets and generate useful, tractable hypotheses to be tested in the laboratory. Recently, in silico techniques have provided powerful insights into metabolic elements of C. difficile infection ranging from virulence regulation to interactions with the gut microbiota. In this review, we introduce and provide context to the methods of computational modeling that have been applied to C. difficile metabolism and virulence thus far. The techniques discussed here have laid the foundation for future multi-scale efforts aimed at understanding the complex interplay of metabolic activity between pathogen, host, and surrounding microbial community in the regulation of C. difficile pathogenesis.

UI MeSH Term Description Entries
D003015 Clostridium Infections Infections with bacteria of the genus CLOSTRIDIUM and closely related CLOSTRIDIOIDES species. Clostridioides Infections,Clostridioides difficile Infection,Clostridioides perfringens Food Poisoning,Clostridioides perfringens Infections,Clostridioides sordellii Infection,Clostridium difficile Infections,Clostridium sordellii Infections,Clostridium difficile Infection,Clostridium perfringens Food Poisoning,Clostridium perfringens Infections,Clostridium sordellii Infection,Infections, Clostridium,Clostridioides Infection,Clostridioides perfringens Infection,Clostridium Infection,Clostridium perfringens Infection,Infection, Clostridioides difficile,Infection, Clostridioides sordellii,Infection, Clostridium,Infection, Clostridium difficile,Infection, Clostridium sordellii
D006801 Humans Members of the species Homo sapiens. Homo sapiens,Man (Taxonomy),Human,Man, Modern,Modern Man
D000069196 Gastrointestinal Microbiome All of the microbial organisms that naturally exist within the GASTROINTESTINAL TRACT. Enteric Bacteria,Gastric Microbiome,Gastrointestinal Flora,Gastrointestinal Microbial Community,Gastrointestinal Microbiota,Gastrointestinal Microflora,Gut Flora,Gut Microbiome,Gut Microbiota,Gut Microflora,Intestinal Flora,Intestinal Microbiome,Intestinal Microbiota,Intestinal Microflora,Bacteria, Enteric,Flora, Gastrointestinal,Flora, Gut,Flora, Intestinal,Gastric Microbiomes,Gastrointestinal Microbial Communities,Gastrointestinal Microbiomes,Gastrointestinal Microbiotas,Gut Microbiomes,Gut Microbiotas,Intestinal Microbiomes,Intestinal Microbiotas,Microbial Community, Gastrointestinal,Microbiome, Gastric,Microbiome, Gastrointestinal,Microbiome, Gut,Microbiome, Intestinal,Microbiota, Gastrointestinal,Microbiota, Gut,Microbiota, Intestinal,Microflora, Gastrointestinal,Microflora, Gut,Microflora, Intestinal
D000082682 Clostridioides A genus of an obligate anaerobic, gram-positive, spore-forming rod bacteria in the family Peptostreptococcacea and the order CLOSTRIDIALES. Known cause of inflammation of the colon and profuse diarrhea.
D014774 Virulence The degree of pathogenicity within a group or species of microorganisms or viruses as indicated by case fatality rates and/or the ability of the organism to invade the tissues of the host. The pathogenic capacity of an organism is determined by its VIRULENCE FACTORS. Pathogenicity
D016360 Clostridioides difficile A common inhabitant of the colon flora in human infants and sometimes in adults. The type species Clostridioides difficile is formerly known as Clostridium difficile. It is a causative agent for CLOSTRIDIOIDES INFECTIONS and is associated with PSEUDOMEMBRANOUS ENTEROCOLITIS in patients receiving antibiotic therapy. Clostridium difficile

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