Cargando…
Gut Microbial Signatures for Glycemic Responses of GLP-1 Receptor Agonists in Type 2 Diabetic Patients: A Pilot Study
BACKGROUNDS: Glucagon-like peptide-1 receptor agonist (GLP-1 RA) is probably one of more effective antidiabetic agents in treatment of type 2 diabetes mellitus (T2D). However, the heterogenicity in responses to GLP-1 RA may be potentially related to gut microbiota, although no human evidence has bee...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8793908/ https://www.ncbi.nlm.nih.gov/pubmed/35095773 http://dx.doi.org/10.3389/fendo.2021.814770 |
_version_ | 1784640710348111872 |
---|---|
author | Tsai, Chih-Yiu Lu, Hsiu-Chen Chou, Yu-Hsien Liu, Po-Yu Chen, Hsin-Yun Huang, Meng-Chuan Lin, Chia-Hung Tsai, Chi-Neu |
author_facet | Tsai, Chih-Yiu Lu, Hsiu-Chen Chou, Yu-Hsien Liu, Po-Yu Chen, Hsin-Yun Huang, Meng-Chuan Lin, Chia-Hung Tsai, Chi-Neu |
author_sort | Tsai, Chih-Yiu |
collection | PubMed |
description | BACKGROUNDS: Glucagon-like peptide-1 receptor agonist (GLP-1 RA) is probably one of more effective antidiabetic agents in treatment of type 2 diabetes mellitus (T2D). However, the heterogenicity in responses to GLP-1 RA may be potentially related to gut microbiota, although no human evidence has been published. This pilot study aims to identify microbial signatures associated with glycemic responses to GLP-1 RA. MATERIALS AND METHODS: Microbial compositions of 52 patients with T2D receiving GLP-1 RA were determined by 16S rRNA amplicon sequencing. Bacterial biodiversity was compared between responders versus non-responders. Pearson’s correlation and random forest tree algorithm were used to identify microbial features of glycemic responses in T2D patients and multivariable linear regression models were used to validate clinical relevance. RESULTS: Beta diversity significantly differed between GLP-1 RA responders (n = 34) and non-responders (n = 18) (ADONIS, P = 0.004). The top 17 features associated with glycohemoglobin reduction had a 0.96 diagnostic ability, based on area under the ROC curve: Bacteroides dorei and Roseburia inulinivorans, the two microbes having immunomodulation effects, along with Lachnoclostridium sp. and Butyricicoccus sp., were positively correlated with glycemic reduction; Prevotella copri, the microbe related to insulin resistance, together with Ruminococcaceae sp., Bacteroidales sp., Eubacterium coprostanoligenes sp., Dialister succinatiphilus, Alistipes obesi, Mitsuokella spp., Butyricimonas virosa, Moryella sp., and Lactobacillus mucosae had negative correlation. Furthermore, Bacteroides dorei, Lachnoclostridium sp. and Mitsuokella multacida were significant after adjusting for baseline glycohemoglobin and C-peptide concentrations, two clinical confounders. CONCLUSIONS: Unique gut microbial signatures are associated with glycemic responses to GLP-RA treatment and reflect degrees of dysbiosis in T2D patients. |
format | Online Article Text |
id | pubmed-8793908 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87939082022-01-28 Gut Microbial Signatures for Glycemic Responses of GLP-1 Receptor Agonists in Type 2 Diabetic Patients: A Pilot Study Tsai, Chih-Yiu Lu, Hsiu-Chen Chou, Yu-Hsien Liu, Po-Yu Chen, Hsin-Yun Huang, Meng-Chuan Lin, Chia-Hung Tsai, Chi-Neu Front Endocrinol (Lausanne) Endocrinology BACKGROUNDS: Glucagon-like peptide-1 receptor agonist (GLP-1 RA) is probably one of more effective antidiabetic agents in treatment of type 2 diabetes mellitus (T2D). However, the heterogenicity in responses to GLP-1 RA may be potentially related to gut microbiota, although no human evidence has been published. This pilot study aims to identify microbial signatures associated with glycemic responses to GLP-1 RA. MATERIALS AND METHODS: Microbial compositions of 52 patients with T2D receiving GLP-1 RA were determined by 16S rRNA amplicon sequencing. Bacterial biodiversity was compared between responders versus non-responders. Pearson’s correlation and random forest tree algorithm were used to identify microbial features of glycemic responses in T2D patients and multivariable linear regression models were used to validate clinical relevance. RESULTS: Beta diversity significantly differed between GLP-1 RA responders (n = 34) and non-responders (n = 18) (ADONIS, P = 0.004). The top 17 features associated with glycohemoglobin reduction had a 0.96 diagnostic ability, based on area under the ROC curve: Bacteroides dorei and Roseburia inulinivorans, the two microbes having immunomodulation effects, along with Lachnoclostridium sp. and Butyricicoccus sp., were positively correlated with glycemic reduction; Prevotella copri, the microbe related to insulin resistance, together with Ruminococcaceae sp., Bacteroidales sp., Eubacterium coprostanoligenes sp., Dialister succinatiphilus, Alistipes obesi, Mitsuokella spp., Butyricimonas virosa, Moryella sp., and Lactobacillus mucosae had negative correlation. Furthermore, Bacteroides dorei, Lachnoclostridium sp. and Mitsuokella multacida were significant after adjusting for baseline glycohemoglobin and C-peptide concentrations, two clinical confounders. CONCLUSIONS: Unique gut microbial signatures are associated with glycemic responses to GLP-RA treatment and reflect degrees of dysbiosis in T2D patients. Frontiers Media S.A. 2022-01-10 /pmc/articles/PMC8793908/ /pubmed/35095773 http://dx.doi.org/10.3389/fendo.2021.814770 Text en Copyright © 2022 Tsai, Lu, Chou, Liu, Chen, Huang, Lin and Tsai https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Endocrinology Tsai, Chih-Yiu Lu, Hsiu-Chen Chou, Yu-Hsien Liu, Po-Yu Chen, Hsin-Yun Huang, Meng-Chuan Lin, Chia-Hung Tsai, Chi-Neu Gut Microbial Signatures for Glycemic Responses of GLP-1 Receptor Agonists in Type 2 Diabetic Patients: A Pilot Study |
title | Gut Microbial Signatures for Glycemic Responses of GLP-1 Receptor Agonists in Type 2 Diabetic Patients: A Pilot Study |
title_full | Gut Microbial Signatures for Glycemic Responses of GLP-1 Receptor Agonists in Type 2 Diabetic Patients: A Pilot Study |
title_fullStr | Gut Microbial Signatures for Glycemic Responses of GLP-1 Receptor Agonists in Type 2 Diabetic Patients: A Pilot Study |
title_full_unstemmed | Gut Microbial Signatures for Glycemic Responses of GLP-1 Receptor Agonists in Type 2 Diabetic Patients: A Pilot Study |
title_short | Gut Microbial Signatures for Glycemic Responses of GLP-1 Receptor Agonists in Type 2 Diabetic Patients: A Pilot Study |
title_sort | gut microbial signatures for glycemic responses of glp-1 receptor agonists in type 2 diabetic patients: a pilot study |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8793908/ https://www.ncbi.nlm.nih.gov/pubmed/35095773 http://dx.doi.org/10.3389/fendo.2021.814770 |
work_keys_str_mv | AT tsaichihyiu gutmicrobialsignaturesforglycemicresponsesofglp1receptoragonistsintype2diabeticpatientsapilotstudy AT luhsiuchen gutmicrobialsignaturesforglycemicresponsesofglp1receptoragonistsintype2diabeticpatientsapilotstudy AT chouyuhsien gutmicrobialsignaturesforglycemicresponsesofglp1receptoragonistsintype2diabeticpatientsapilotstudy AT liupoyu gutmicrobialsignaturesforglycemicresponsesofglp1receptoragonistsintype2diabeticpatientsapilotstudy AT chenhsinyun gutmicrobialsignaturesforglycemicresponsesofglp1receptoragonistsintype2diabeticpatientsapilotstudy AT huangmengchuan gutmicrobialsignaturesforglycemicresponsesofglp1receptoragonistsintype2diabeticpatientsapilotstudy AT linchiahung gutmicrobialsignaturesforglycemicresponsesofglp1receptoragonistsintype2diabeticpatientsapilotstudy AT tsaichineu gutmicrobialsignaturesforglycemicresponsesofglp1receptoragonistsintype2diabeticpatientsapilotstudy |