Evidence map›Paper›PMID 34161346›Full record

ArticlePloS one2021

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

Gertraud Maskarinec, Phyllis Raquinio, Bruce S Kristal, Veronica W Setiawan, Lynne R Wilkens, Adrian A Franke, Unhee Lim, Loïc Le Marchand, Timothy W Randolph, Johanna W Lampe and 1 more

Open access · goldFull text read
In one paragraph

Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers, 7 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
50citing papers in PubMed, 7 pooled it
4.9field-weighted citation impact, top 3% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

50 citing papers in PubMed, 7 syntheses or guidelines pooled it, 84 citations in OpenAlex.

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  15. Hypoglycemic Effects ofMolecules (Basel, Switzerland) · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors at 4 institutions in 1 country.

Gertraud MaskarinecPopulation Sciences in the Pacific, University of Hawai'i Cancer Center, Honolulu, Hawaii, United States of America.ORCID 0000-0002-8129-958X
Phyllis RaquinioPopulation Sciences in the Pacific, University of Hawai'i Cancer Center, Honolulu, Hawaii, United States of America.
Bruce S KristalBrigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America.
Veronica W SetiawanDepartment of Preventive Medicine, University of Southern California, Los Angeles, California, United States of America.
Lynne R WilkensPopulation Sciences in the Pacific, University of Hawai'i Cancer Center, Honolulu, Hawaii, United States of America.
Adrian A FrankePopulation Sciences in the Pacific, University of Hawai'i Cancer Center, Honolulu, Hawaii, United States of America.
Unhee LimPopulation Sciences in the Pacific, University of Hawai'i Cancer Center, Honolulu, Hawaii, United States of America.
Loïc Le MarchandPopulation Sciences in the Pacific, University of Hawai'i Cancer Center, Honolulu, Hawaii, United States of America.
Timothy W RandolphPublic Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America.
Johanna W LampePublic Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America.
Meredith A J HullarPublic Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America.
University of Hawaiʻi at Mānoa · USFred Hutch Cancer Center · USBrigham and Women's Hospital · USUniversity of Southern California · US

Funding

Translational Bioimaging Core Shared ResourceP30CA015704 · NCI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI Marian Esvelt · 1985 to 2026
$296.4M
Southern California Clinical and Translational Science InstituteUL1TR001855 · NCATS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Thomas A Buchanan, Michele D. Kipke · 2016 to 2026
$81.3M
University of Hawaii Cancer Center CCSGP30CA071789 · NCI · UNIVERSITY OF HAWAII AT MANOA · PI Xin Chen · 1996 to 2026
$56.2M
Understanding Population Differences in Cancer: The MEC StudyU01CA164973 · NCI · UNIVERSITY OF HAWAII AT MANOA · PI HAIMAN, CHRISTOPHER ALAN, LE MARCHAND, LOIC · 2015 to 2025
$37.4M
Southern California Clinical and Translational Science InstituteUL1TR000130 · NCATS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI BUCHANAN, THOMAS A · 2012 to 2015
$36.0M
Lipidomics Biomarkers Link Sleep Restriction to Adiposity Phenotype, Diabetes, and Cardiovascular RiskR01HL140335 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI KRISTAL, BRUCE S · 2018 to 2021
$3.4M
NCATS NIH HHS UL1 TR000130NCATS NIH HHS UL1 TR001855NCI NIH HHS P30 CA015704NCI NIH HHS P30 CA071789NCI NIH HHS U01 CA164973NHLBI NIH HHS R01 HL140335
6 · The paper itself

Abstract

backgroundThe 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).

methodsIn 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.

resultsAmong 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 (ptrend = 0.05), while endotoxin, measured as LBP, increased (ptrend = 0.0003) from NG to T2D. Of 10 phyla, Actinobacteria (ptrend = 0.007), Firmicutes (ptrend = 0.003), and Synergistetes (ptrend = 0.02) were inversely associated and Lentisphaerae (ptrend = 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.

conclusionsT2D 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.

Indexed as

AgedBacteriaCohort StudiesCross-Sectional StudiesDiabetes Mellitus, Type 2FecesFemaleGastrointestinal MicrobiomeHumansMaleMetforminMiddle AgedPrediabetic StateRNA, Ribosomal, 16SMetforminRNA, Ribosomal, 16S

Identifiers

PMID34161346
PMCPMC8221508
OpenAlexW3175832841

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.