Tanya M Monaghan1,2, Tim J Sloan3, Stephen R Stockdale4, Adam M Blanchard5, Richard D Emes5,6, Mark Wilcox7, Rima Biswas8, Rupam Nashine8, Sonali Manke8, Jinal Gandhi8, Pratishtha Jain8, Shrejal Bhotmange8, Shrikant Ambalkar9, Ashish Satav10, Lorraine A Draper4, Colin Hill4, Rajpal Singh Kashyap8. 1. NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham , Nottingham, UK. 2. Nottingham Digestive Diseases Centre, School of Medicine, University of Nottingham , Nottingham, UK. 3. School of Life Sciences, University of Nottingham , Nottingham, UK. 4. APC Microbiome Ireland, University College Cork , Cork, Ireland. 5. School of Veterinary Medicine and Science, Sutton Bonington Campus, University of Nottingham , Leicestershire, UK. 6. Advanced Data Analysis Centre, Sutton Bonington Campus, University of Nottingham , Leicestershire, UK. 7. Leeds Teaching Hospitals NHS Trust and University of Leeds , UK. 8. Biochemistry Research Centre, Central India Institute of Medical Sciences , Nagpur, India. 9. Department of Clinical Microbiology and Infection, King's Mill Hospital, Sherwood Forest Hospitals NHS Trust , Sutton in Ashfield, UK. 10. Mahatma Gandhi Tribal Hospital , Dharni, India.
Abstract
BACKGROUND: The Central Indian gut microbiome remains grossly understudied. Herein, we sought to investigate the burden of antimicrobial resistance and diarrheal diseases, particularly Clostridioides difficile, in rural-agricultural and urban populations in Central India, where there is widespread unregulated antibiotic use. We utilized shotgun metagenomics to comprehensively characterize the bacterial and viral fractions of the gut microbiome and their encoded functions in 105 participants. RESULTS: We observed distinct rural-urban differences in bacterial and viral populations, with geography exhibiting a greater influence than diarrheal status. Clostridioides difficile disease was more commonly observed in urban subjects, and their microbiomes were enriched in metabolic pathways relating to the metabolism of industrial compounds and genes encoding resistance to 3rd generation cephalosporins and carbapenems. By linking phages present in the microbiome to their bacterial hosts through CRISPR spacers, phage variation could be directly related to shifts in bacterial populations, with the auxiliary metabolic potential of rural-associated phages enriched for carbon and amino acid energy metabolism. CONCLUSIONS: We report distinct differences in antimicrobial resistance gene profiles, enrichment of metabolic pathways and phage composition between rural and urban populations, as well as a higher burden of Clostridioides difficile disease in the urban population. Our results reveal that geography is the key driver of variation in urban and rural Indian microbiomes, with acute diarrheal disease, including C. difficile disease exerting a lesser impact. Future studies will be required to understand the potential role of dietary, cultural, and genetic factors in contributing to microbiome differences between rural and urban populations.
BACKGROUND: The Central Indian gut microbiome remains grossly understudied. Herein, we sought to investigate the burden of antimicrobial resistance and diarrheal diseases, particularly Clostridioides difficile, in rural-agricultural and urban populations in Central India, where there is widespread unregulated antibiotic use. We utilized shotgun metagenomics to comprehensively characterize the bacterial and viral fractions of the gut microbiome and their encoded functions in 105 participants. RESULTS: We observed distinct rural-urban differences in bacterial and viral populations, with geography exhibiting a greater influence than diarrheal status. Clostridioides difficile disease was more commonly observed in urban subjects, and their microbiomes were enriched in metabolic pathways relating to the metabolism of industrial compounds and genes encoding resistance to 3rd generation cephalosporins and carbapenems. By linking phages present in the microbiome to their bacterial hosts through CRISPR spacers, phage variation could be directly related to shifts in bacterial populations, with the auxiliary metabolic potential of rural-associated phages enriched for carbon and amino acid energy metabolism. CONCLUSIONS: We report distinct differences in antimicrobial resistance gene profiles, enrichment of metabolic pathways and phage composition between rural and urban populations, as well as a higher burden of Clostridioides difficile disease in the urban population. Our results reveal that geography is the key driver of variation in urban and rural Indian microbiomes, with acute diarrheal disease, including C. difficile disease exerting a lesser impact. Future studies will be required to understand the potential role of dietary, cultural, and genetic factors in contributing to microbiome differences between rural and urban populations.
Entities:
Keywords:
Clostridioides difficile ; Central India; Gut microbiome; antibiotic resistome; diarrhea; virome
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