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Fecal Mycobiota Combined With Host Immune Factors Distinguish Clostridioides difficile Infection From Asymptomatic Carriage.
Cao, Yangchun; Wang, Lamei; Ke, Shanlin; Villafuerte Gálvez, Javier A; Pollock, Nira R; Barrett, Caitlin; Sprague, Rebecca; Daugherty, Kaitlyn; Xu, Hua; Lin, Qianyun; Yao, Junhu; Chen, Yulin; Kelly, Ciarán P; Liu, Yang-Yu; Chen, Xinhua.
Afiliação
  • Cao Y; College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi Province, China; Division of Gastroenterology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts.
  • Wang L; College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi Province, China; Division of Gastroenterology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts.
  • Ke S; Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Villafuerte Gálvez JA; Division of Gastroenterology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts.
  • Pollock NR; Division of Infectious Diseases, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts; Department of Laboratory Medicine, Boston Children's Hospital, Boston, Massachusetts.
  • Barrett C; Division of Gastroenterology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts.
  • Sprague R; Division of Gastroenterology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts.
  • Daugherty K; Division of Gastroenterology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts.
  • Xu H; Division of Gastroenterology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts.
  • Lin Q; Division of Gastroenterology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts.
  • Yao J; College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi Province, China.
  • Chen Y; College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi Province, China.
  • Kelly CP; Division of Gastroenterology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts.
  • Liu YY; Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts. Electronic address: yyl@channing.harvard.edu.
  • Chen X; Division of Gastroenterology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts. Electronic address: xchen1@bidmc.harvard.edu.
Gastroenterology ; 160(7): 2328-2339.e6, 2021 06.
Article em En | MEDLINE | ID: mdl-33684427
ABSTRACT
BACKGROUND &

AIMS:

Although the role of gut microbiota in Clostridioides difficile infection (CDI) has been well established, little is known about the role of mycobiota in CDI. Here, we performed mycobiome data analysis in a well-characterized human cohort to evaluate the potential of using gut mycobiota features for CDI diagnosis.

METHODS:

Stool samples were collected from 118 hospital patients, divided into 3 groups CDI (n = 58), asymptomatic carriers (Carrier, n = 28), and Control (n = 32). The nuclear ribosomal DNA internal transcribed spacer 2 was sequenced using the Illumina HiSeq platform to assess the fungal composition. Downstream statistical analyses (including Alpha diversity analysis, ordination analysis, differential abundance analysis, fungal correlation network analysis, and classification analysis) were then performed.

RESULTS:

Significant differences were observed in alpha and beta diversity between patients with CDI and Carrier (P < .05). Differential abundance analysis identified 2 genera (Cladosporium and Aspergillus) enriched in Carrier. The ratio of Ascomycota to Basidiomycota was dramatically higher in patients with CDI than in Carrier and Control (P < .05). Correlations between host immune factors and mycobiota features were weaker in patients with CDI than in Carrier. Using 4 fungal operational taxonomic units combined with 6 host immune markers in the random forest classifier can achieve very high performance (area under the curve ∼92.38%) in distinguishing patients with CDI from Carrier.

CONCLUSIONS:

Our study provides specific markers of stool fungi combined with host immune factors to distinguish patients with CDI from Carrier. It highlights the importance of gut mycobiome in CDI, which may have been underestimated. Further studies on the diagnostic applications and therapeutic potentials of these findings are warranted.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Portador Sadio / Infecções por Clostridium / Fezes / Micobioma / Fatores Imunológicos Tipo de estudo: Diagnostic_studies / Evaluation_studies / Observational_studies / Prognostic_studies Limite: Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2021 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Portador Sadio / Infecções por Clostridium / Fezes / Micobioma / Fatores Imunológicos Tipo de estudo: Diagnostic_studies / Evaluation_studies / Observational_studies / Prognostic_studies Limite: Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2021 Tipo de documento: Article