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Analysis of gut microbiome profiles in common marmosets (Callithrix jacchus) in health and intestinal disease

dc.creatorSheh, Alexander
dc.creatorArtim, Stephen C.
dc.creatorBurns, Monika A.
dc.creatorMolina Mora, José Arturo
dc.creatorLee, Mary Anne
dc.creatorDzink-Fox, JoAnn
dc.creatorMuthupalani, Sureshkumar
dc.creatorFox, James G.
dc.date.accessioned2022-03-17T21:28:17Z
dc.date.available2022-03-17T21:28:17Z
dc.date.issued2022-03-15
dc.description.abstractChronic gastrointestinal (GI) diseases are the most common diseases in captive common marmosets. To understand the role of the microbiome in GI diseases, we characterized the gut microbiome of 91 healthy marmosets (303 samples) and 59 marmosets diagnosed with inflammatory bowel disease (IBD) (200 samples). Healthy marmosets exhibited “humanized,” Bacteroidetes-dominant microbiomes. After up to 2 years of standardized diet, housing and husbandry, marmoset microbiomes could be classified into four distinct marmoset sources based on Prevotella and Bacteroides levels. Using a random forest (RF) model, marmosets were classified by source with an accuracy of 93% with 100% sensitivity and 95% specificity using abundance data from 4 Prevotellaceae amplicon sequence variants (ASVs), as well as single ASVs from Coprobacter, Parabacteroides, Paraprevotella, Phascolarctobacterium, Oribacterium and Fusobacterium. A single dysbiotic IBD state was not found across all marmoset sources, but IBD was associated with lower alpha diversity and a lower Bacteroides:Prevotella copri ratio within each source. IBD was highest in a Prevotella-dominant cohort, and consistent with Prevotella-linked diseases, pro-inflammatory genes in the jejunum were upregulated. RF analysis of serum biomarkers identified serum calcium, hemoglobin and red blood cell (RBC) counts as potential biomarkers for marmoset IBD. This study characterizes the microbiome of healthy captive common marmosets and demonstrates that source-specific microbiomes can be retained despite standardized diets and husbandry practices. Marmosets with IBD had decreased alpha diversity and a shift in the ratio of Bacteroides:Prevotella copri compared to healthy marmosets.es
dc.description.procedenceUCR::Vicerrectoría de Investigación::Unidades de Investigación::Ciencias de la Salud::Centro de Investigación en Enfermedades Tropicales (CIET)es
dc.description.sponsorshipUniversidad de Costa Rica/[803-C1-163]/UCR/Costa Ricaes
dc.identifier.citationhttps://www.nature.com/articles/s41598-022-08255-4
dc.identifier.codproyecto803-C1163
dc.identifier.doihttps://doi.org/10.1038/s41598-022-08255-4
dc.identifier.issn2045-2322
dc.identifier.urihttps://hdl.handle.net/10669/86226
dc.language.isoeng
dc.rightsacceso abierto
dc.sourceScientific Reports, vol.12, pp.1-14.es
dc.subjectCallithrix jacchuses
dc.subjectMicrobiomees
dc.subjectGastrointestinal diseaseses
dc.subjectMachine learninges
dc.subjectBioinformaticses
dc.titleAnalysis of gut microbiome profiles in common marmosets (Callithrix jacchus) in health and intestinal diseasees
dc.typeartículo originales

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