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The Gut Microbiome of Adults With Type 1 Diabetes and Its Association With the Host Glycemic Control.
Shilo, Smadar; Godneva, Anastasia; Rachmiel, Marianna; Korem, Tal; Bussi, Yuval; Kolobkov, Dmitry; Karady, Tal; Bar, Noam; Wolf, Bat Chen; Glantz-Gashai, Yitav; Cohen, Michal; Zuckerman-Levin, Nehama; Shehadeh, Naim; Gruber, Noah; Levran, Neriya; Koren, Shlomit; Weinberger, Adina; Pinhas-Hamiel, Orit; Segal, Eran.
Afiliação
  • Shilo S; Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot, Israel.
  • Godneva A; Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel.
  • Rachmiel M; Pediatric Diabetes Clinic, Institute of Diabetes, Endocrinology and Metabolism, Rambam Health Care Campus, Haifa, Israel.
  • Korem T; Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot, Israel.
  • Bussi Y; Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel.
  • Kolobkov D; Pediatric Endocrinology Unit, Shamir Medical Center, Zerifin, Israel.
  • Karady T; Sackler School of Medicine, Tel-Aviv University, Tel Aviv, Israel.
  • Bar N; Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot, Israel.
  • Wolf BC; Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel.
  • Glantz-Gashai Y; Department of Systems Biology, Columbia University, New York, NY.
  • Cohen M; Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot, Israel.
  • Zuckerman-Levin N; Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel.
  • Shehadeh N; Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot, Israel.
  • Gruber N; Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel.
  • Levran N; Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot, Israel.
  • Koren S; Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel.
  • Weinberger A; Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot, Israel.
  • Pinhas-Hamiel O; Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel.
  • Segal E; Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot, Israel.
Diabetes Care ; 45(3): 555-563, 2022 03 01.
Article em En | MEDLINE | ID: mdl-35045174
OBJECTIVE: Previous studies have demonstrated an association between gut microbiota composition and type 1 diabetes (T1D) pathogenesis. However, little is known about the composition and function of the gut microbiome in adults with longstanding T1D or its association with host glycemic control. RESEARCH DESIGN AND METHODS: We performed a metagenomic analysis of the gut microbiome obtained from fecal samples of 74 adults with T1D, 14.6 ± 9.6 years following diagnosis, and compared their microbial composition and function to 296 age-matched healthy control subjects (1:4 ratio). We further analyzed the association between microbial taxa and indices of glycemic control derived from continuous glucose monitoring measurements and blood tests and constructed a prediction model that solely takes microbiome features as input to evaluate the discriminative power of microbial composition for distinguishing individuals with T1D from control subjects. RESULTS: Adults with T1D had a distinct microbial signature that separated them from control subjects when using prediction algorithms on held-out subjects (area under the receiver operating characteristic curve = 0.89 ± 0.03). Linear discriminant analysis showed several bacterial species with significantly higher scores in T1D, including Prevotella copri and Eubacterium siraeum, and species with higher scores in control subjects, including Firmicutes bacterium and Faecalibacterium prausnitzii (P < 0.05, false discovery rate corrected for all). On the functional level, several metabolic pathways were significantly lower in adults with T1D. Several bacterial taxa and metabolic pathways were associated with the host's glycemic control. CONCLUSIONS: We identified a distinct gut microbial signature in adults with longstanding T1D and associations between microbial taxa, metabolic pathways, and glycemic control indices. Additional mechanistic studies are needed to identify the role of these bacteria for potential therapeutic strategies.
Assuntos

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Diabetes Mellitus Tipo 1 / Microbioma Gastrointestinal Idioma: En Ano de publicação: 2022 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Diabetes Mellitus Tipo 1 / Microbioma Gastrointestinal Idioma: En Ano de publicação: 2022 Tipo de documento: Article