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Baseline gut microbiome composition predicts metformin therapy short-term efficacy in newly diagnosed type 2 diabetes patients

BACKGROUND: The study was conducted to investigate the effects of metformin treatment on the human gut microbiome’s taxonomic and functional profile in the Latvian population, and to evaluate the correlation of these changes with therapeutic efficacy and tolerance. METHODS: In this longitudinal obse...

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Autores principales: Elbere, Ilze, Silamikelis, Ivars, Dindune, Ilze Izabella, Kalnina, Ineta, Ustinova, Monta, Zaharenko, Linda, Silamikele, Laila, Rovite, Vita, Gudra, Dita, Konrade, Ilze, Sokolovska, Jelizaveta, Pirags, Valdis, Klovins, Janis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7598494/
https://www.ncbi.nlm.nih.gov/pubmed/33125401
http://dx.doi.org/10.1371/journal.pone.0241338
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author Elbere, Ilze
Silamikelis, Ivars
Dindune, Ilze Izabella
Kalnina, Ineta
Ustinova, Monta
Zaharenko, Linda
Silamikele, Laila
Rovite, Vita
Gudra, Dita
Konrade, Ilze
Sokolovska, Jelizaveta
Pirags, Valdis
Klovins, Janis
author_facet Elbere, Ilze
Silamikelis, Ivars
Dindune, Ilze Izabella
Kalnina, Ineta
Ustinova, Monta
Zaharenko, Linda
Silamikele, Laila
Rovite, Vita
Gudra, Dita
Konrade, Ilze
Sokolovska, Jelizaveta
Pirags, Valdis
Klovins, Janis
author_sort Elbere, Ilze
collection PubMed
description BACKGROUND: The study was conducted to investigate the effects of metformin treatment on the human gut microbiome’s taxonomic and functional profile in the Latvian population, and to evaluate the correlation of these changes with therapeutic efficacy and tolerance. METHODS: In this longitudinal observational study, stool samples for shotgun metagenomic sequencing-based analysis were collected in two cohorts. The first cohort included 35 healthy nondiabetic individuals (metformin dose 2x850mg/day) at three time-points during metformin administration. The second cohort was composed of 50 newly-diagnosed type 2 diabetes patients (metformin dose–determined by an endocrinologist) at two concordant times. Patients were defined as Responders if their HbA1c levels during three months of metformin therapy had decreased by ≥12.6 mmol/mol (1%), while in Non-responders HbA1c were decreased by <12.6 mmol/mol (1%). RESULTS: Metformin reduced the alpha diversity of microbiota in healthy controls (p = 0.02) but not in T2D patients. At the species level, reduction in the abundance of Clostridium bartlettii and Barnesiella intestinihominis, as well as an increase in the abundance of Parabacteroides distasonis and Oscillibacter unclassified overlapped between both study groups. A large number of group-specific changes in taxonomic and functional profiles was observed. We identified an increased abundance of Prevotella copri (FDR = 0.01) in the Non-Responders subgroup, and enrichment of Enterococcus faecium, Lactococcus lactis, Odoribacter, and Dialister at baseline in the Responders group. Various taxonomic units were associated with the observed incidence of side effects in both cohorts. CONCLUSIONS: Metformin effects are different in T2D patients and healthy individuals. Therapy induced changes in the composition of gut microbiome revealed possible mediators of observed short-term therapeutic effects. The baseline composition of the gut microbiome may influence metformin therapy efficacy and tolerance in T2D patients and could be used as a powerful prediction tool.
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spelling pubmed-75984942020-11-03 Baseline gut microbiome composition predicts metformin therapy short-term efficacy in newly diagnosed type 2 diabetes patients Elbere, Ilze Silamikelis, Ivars Dindune, Ilze Izabella Kalnina, Ineta Ustinova, Monta Zaharenko, Linda Silamikele, Laila Rovite, Vita Gudra, Dita Konrade, Ilze Sokolovska, Jelizaveta Pirags, Valdis Klovins, Janis PLoS One Research Article BACKGROUND: The study was conducted to investigate the effects of metformin treatment on the human gut microbiome’s taxonomic and functional profile in the Latvian population, and to evaluate the correlation of these changes with therapeutic efficacy and tolerance. METHODS: In this longitudinal observational study, stool samples for shotgun metagenomic sequencing-based analysis were collected in two cohorts. The first cohort included 35 healthy nondiabetic individuals (metformin dose 2x850mg/day) at three time-points during metformin administration. The second cohort was composed of 50 newly-diagnosed type 2 diabetes patients (metformin dose–determined by an endocrinologist) at two concordant times. Patients were defined as Responders if their HbA1c levels during three months of metformin therapy had decreased by ≥12.6 mmol/mol (1%), while in Non-responders HbA1c were decreased by <12.6 mmol/mol (1%). RESULTS: Metformin reduced the alpha diversity of microbiota in healthy controls (p = 0.02) but not in T2D patients. At the species level, reduction in the abundance of Clostridium bartlettii and Barnesiella intestinihominis, as well as an increase in the abundance of Parabacteroides distasonis and Oscillibacter unclassified overlapped between both study groups. A large number of group-specific changes in taxonomic and functional profiles was observed. We identified an increased abundance of Prevotella copri (FDR = 0.01) in the Non-Responders subgroup, and enrichment of Enterococcus faecium, Lactococcus lactis, Odoribacter, and Dialister at baseline in the Responders group. Various taxonomic units were associated with the observed incidence of side effects in both cohorts. CONCLUSIONS: Metformin effects are different in T2D patients and healthy individuals. Therapy induced changes in the composition of gut microbiome revealed possible mediators of observed short-term therapeutic effects. The baseline composition of the gut microbiome may influence metformin therapy efficacy and tolerance in T2D patients and could be used as a powerful prediction tool. Public Library of Science 2020-10-30 /pmc/articles/PMC7598494/ /pubmed/33125401 http://dx.doi.org/10.1371/journal.pone.0241338 Text en © 2020 Elbere et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Elbere, Ilze
Silamikelis, Ivars
Dindune, Ilze Izabella
Kalnina, Ineta
Ustinova, Monta
Zaharenko, Linda
Silamikele, Laila
Rovite, Vita
Gudra, Dita
Konrade, Ilze
Sokolovska, Jelizaveta
Pirags, Valdis
Klovins, Janis
Baseline gut microbiome composition predicts metformin therapy short-term efficacy in newly diagnosed type 2 diabetes patients
title Baseline gut microbiome composition predicts metformin therapy short-term efficacy in newly diagnosed type 2 diabetes patients
title_full Baseline gut microbiome composition predicts metformin therapy short-term efficacy in newly diagnosed type 2 diabetes patients
title_fullStr Baseline gut microbiome composition predicts metformin therapy short-term efficacy in newly diagnosed type 2 diabetes patients
title_full_unstemmed Baseline gut microbiome composition predicts metformin therapy short-term efficacy in newly diagnosed type 2 diabetes patients
title_short Baseline gut microbiome composition predicts metformin therapy short-term efficacy in newly diagnosed type 2 diabetes patients
title_sort baseline gut microbiome composition predicts metformin therapy short-term efficacy in newly diagnosed type 2 diabetes patients
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7598494/
https://www.ncbi.nlm.nih.gov/pubmed/33125401
http://dx.doi.org/10.1371/journal.pone.0241338
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