Cargando…

The gut microbiome and type 2 diabetes status in the Multiethnic Cohort

BACKGROUND: The gut microbiome may play a role in inflammation associated with type 2 diabetes (T2D) development. This cross-sectional study examined its relation with glycemic status within a subset of the Multiethnic Cohort (MEC) and estimated the association of circulating bacterial endotoxin (me...

Descripción completa

Detalles Bibliográficos
Autores principales: Maskarinec, Gertraud, Raquinio, Phyllis, Kristal, Bruce S., Setiawan, Veronica W., Wilkens, Lynne R., Franke, Adrian A., Lim, Unhee, Le Marchand, Loïc, Randolph, Timothy W., Lampe, Johanna W., Hullar, Meredith A. J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8221508/
https://www.ncbi.nlm.nih.gov/pubmed/34161346
http://dx.doi.org/10.1371/journal.pone.0250855
_version_ 1783711337985081344
author Maskarinec, Gertraud
Raquinio, Phyllis
Kristal, Bruce S.
Setiawan, Veronica W.
Wilkens, Lynne R.
Franke, Adrian A.
Lim, Unhee
Le Marchand, Loïc
Randolph, Timothy W.
Lampe, Johanna W.
Hullar, Meredith A. J.
author_facet Maskarinec, Gertraud
Raquinio, Phyllis
Kristal, Bruce S.
Setiawan, Veronica W.
Wilkens, Lynne R.
Franke, Adrian A.
Lim, Unhee
Le Marchand, Loïc
Randolph, Timothy W.
Lampe, Johanna W.
Hullar, Meredith A. J.
author_sort Maskarinec, Gertraud
collection PubMed
description BACKGROUND: The gut microbiome may play a role in inflammation associated with type 2 diabetes (T2D) development. This cross-sectional study examined its relation with glycemic status within a subset of the Multiethnic Cohort (MEC) and estimated the association of circulating bacterial endotoxin (measured as plasma lipopolysaccharide-binding protein (LBP)) with T2D, which may be mediated by C-reactive protein (CRP). METHODS: In 2013–16, cohort members from five ethnic groups completed clinic visits, questionnaires, and stool and blood collections. Participants with self-reported T2D and/or taking medication were considered T2D cases. Those with fasting glucose >125 and 100–125 mg/dL were classified as undiagnosed (UT2D) and pre-diabetes (PT2D) cases, respectively. We characterized the gut microbiome through 16S rRNA gene sequencing and measured plasma LBP and CRP by standard assays. Linear regression was applied to estimate associations of the gut microbiome community structure and LBP with T2D status adjusting for relevant confounders. RESULTS: Among 1,702 participants (59.9–77.4 years), 735 (43%) were normoglycemic (NG), 506 (30%) PT2D, 154 (9%) UT2D, and 307 (18%) T2D. The Shannon diversity index decreased (p(trend) = 0.05), while endotoxin, measured as LBP, increased (p(trend) = 0.0003) from NG to T2D. Of 10 phyla, Actinobacteria (p(trend) = 0.007), Firmicutes (p(trend) = 0.003), and Synergistetes (p(trend) = 0.02) were inversely associated and Lentisphaerae (p(trend) = 0.01) was positively associated with T2D status. Clostridium sensu stricto 1, Lachnospira, and Peptostreptococcaceae were less, while Escherichia-Shigella and Lachnospiraceae were more abundant among T2D patients, but the associations with Actinobacteria, Clostridium sensu stricto 1, and Escherichia-Shigella may be due metformin use. PT2D/UT2D values were closer to NG than T2D. No indication was detected that CRP mediated the association of LBP with T2D. CONCLUSIONS: T2D but not PT2D/UT2D status was associated with lower abundance of SCFA-producing genera and a higher abundance of gram-negative endotoxin-producing bacteria suggesting that the gut microbiome may contribute to chronic systemic inflammation and T2D through bacterial translocation.
format Online
Article
Text
id pubmed-8221508
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-82215082021-07-07 The gut microbiome and type 2 diabetes status in the Multiethnic Cohort Maskarinec, Gertraud Raquinio, Phyllis Kristal, Bruce S. Setiawan, Veronica W. Wilkens, Lynne R. Franke, Adrian A. Lim, Unhee Le Marchand, Loïc Randolph, Timothy W. Lampe, Johanna W. Hullar, Meredith A. J. PLoS One Research Article BACKGROUND: The gut microbiome may play a role in inflammation associated with type 2 diabetes (T2D) development. This cross-sectional study examined its relation with glycemic status within a subset of the Multiethnic Cohort (MEC) and estimated the association of circulating bacterial endotoxin (measured as plasma lipopolysaccharide-binding protein (LBP)) with T2D, which may be mediated by C-reactive protein (CRP). METHODS: In 2013–16, cohort members from five ethnic groups completed clinic visits, questionnaires, and stool and blood collections. Participants with self-reported T2D and/or taking medication were considered T2D cases. Those with fasting glucose >125 and 100–125 mg/dL were classified as undiagnosed (UT2D) and pre-diabetes (PT2D) cases, respectively. We characterized the gut microbiome through 16S rRNA gene sequencing and measured plasma LBP and CRP by standard assays. Linear regression was applied to estimate associations of the gut microbiome community structure and LBP with T2D status adjusting for relevant confounders. RESULTS: Among 1,702 participants (59.9–77.4 years), 735 (43%) were normoglycemic (NG), 506 (30%) PT2D, 154 (9%) UT2D, and 307 (18%) T2D. The Shannon diversity index decreased (p(trend) = 0.05), while endotoxin, measured as LBP, increased (p(trend) = 0.0003) from NG to T2D. Of 10 phyla, Actinobacteria (p(trend) = 0.007), Firmicutes (p(trend) = 0.003), and Synergistetes (p(trend) = 0.02) were inversely associated and Lentisphaerae (p(trend) = 0.01) was positively associated with T2D status. Clostridium sensu stricto 1, Lachnospira, and Peptostreptococcaceae were less, while Escherichia-Shigella and Lachnospiraceae were more abundant among T2D patients, but the associations with Actinobacteria, Clostridium sensu stricto 1, and Escherichia-Shigella may be due metformin use. PT2D/UT2D values were closer to NG than T2D. No indication was detected that CRP mediated the association of LBP with T2D. CONCLUSIONS: T2D but not PT2D/UT2D status was associated with lower abundance of SCFA-producing genera and a higher abundance of gram-negative endotoxin-producing bacteria suggesting that the gut microbiome may contribute to chronic systemic inflammation and T2D through bacterial translocation. Public Library of Science 2021-06-23 /pmc/articles/PMC8221508/ /pubmed/34161346 http://dx.doi.org/10.1371/journal.pone.0250855 Text en © 2021 Maskarinec et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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
Maskarinec, Gertraud
Raquinio, Phyllis
Kristal, Bruce S.
Setiawan, Veronica W.
Wilkens, Lynne R.
Franke, Adrian A.
Lim, Unhee
Le Marchand, Loïc
Randolph, Timothy W.
Lampe, Johanna W.
Hullar, Meredith A. J.
The gut microbiome and type 2 diabetes status in the Multiethnic Cohort
title The gut microbiome and type 2 diabetes status in the Multiethnic Cohort
title_full The gut microbiome and type 2 diabetes status in the Multiethnic Cohort
title_fullStr The gut microbiome and type 2 diabetes status in the Multiethnic Cohort
title_full_unstemmed The gut microbiome and type 2 diabetes status in the Multiethnic Cohort
title_short The gut microbiome and type 2 diabetes status in the Multiethnic Cohort
title_sort gut microbiome and type 2 diabetes status in the multiethnic cohort
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8221508/
https://www.ncbi.nlm.nih.gov/pubmed/34161346
http://dx.doi.org/10.1371/journal.pone.0250855
work_keys_str_mv AT maskarinecgertraud thegutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT raquiniophyllis thegutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT kristalbruces thegutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT setiawanveronicaw thegutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT wilkenslynner thegutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT frankeadriana thegutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT limunhee thegutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT lemarchandloic thegutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT randolphtimothyw thegutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT lampejohannaw thegutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT hullarmeredithaj thegutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT maskarinecgertraud gutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT raquiniophyllis gutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT kristalbruces gutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT setiawanveronicaw gutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT wilkenslynner gutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT frankeadriana gutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT limunhee gutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT lemarchandloic gutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT randolphtimothyw gutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT lampejohannaw gutmicrobiomeandtype2diabetesstatusinthemultiethniccohort
AT hullarmeredithaj gutmicrobiomeandtype2diabetesstatusinthemultiethniccohort