Evidence map›Paper›PMID 29596446›Full record

Trial reportPloS one2018

Gut microbiota varies by opioid use, circulating leptin and oxytocin in African American men with diabetes and high burden of chronic disease.

Elena Barengolts, Stefan J Green, Yuval Eisenberg, Arfana Akbar, Bharathi Reddivari, Brian T Layden, Lara Dugas, George Chlipala

Open access · goldFull text readClinical Trial
In one paragraph

Trial report in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 74 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
74citing papers in PubMed, 4 pooled it
5.7field-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

74 citing papers in PubMed, 4 syntheses or guidelines pooled it, 114 citations in OpenAlex.

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  18. The Gut Microbiota-Related Antihyperglycemic Effect of Metformin.Pharmaceuticals (Basel, Switzerland) · 2025
    Review
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  20. Article

14 more citing papers are in PubMed but not listed here.

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

8 authors at 3 institutions in 1 country.

Elena BarengoltsDepartment of Medicine, University of Illinois Medical Center, Chicago, Illinois, United States of America.ORCID 0000-0002-8112-5803
Stefan J GreenDNA Services Facility, Research Resources Center, University of Illinois, Chicago, Illinois, United States of America.
Yuval EisenbergDepartment of Medicine, University of Illinois Medical Center, Chicago, Illinois, United States of America.
Arfana AkbarDepartment of Medicine, University of Illinois Medical Center, Chicago, Illinois, United States of America.
Bharathi ReddivariDepartment of Medicine, University of Illinois Medical Center, Chicago, Illinois, United States of America.
Brian T LaydenDepartment of Medicine, University of Illinois Medical Center, Chicago, Illinois, United States of America.
Lara DugasDepartment of Public Health Sciences, Loyola University, Maywood, Illinois, United States of America.
George ChlipalaCore for Research Informatics, Research Resources Center, University of Illinois, Chicago, Illinois, United States of America.
University of Illinois Chicago · USLoyola University Chicago · USUniversity of Illinois Urbana-Champaign · US

Funding

The function and regulation of the novel pregnancy-specific hexokinase HKDC1R01DK104927 · NIDDK · UNIVERSITY OF ILLINOIS AT CHICAGO · PI LAYDEN, BRIAN THOMAS, REDDY, TIMOTHY E · 2015 to 2024
$7.2M
BLRD VA IK2 BX001587NIDDK NIH HHS R01 DK104927NIH HHS R01DK104927-01A1
6 · The paper itself

Abstract

objectiveThe gut microbiota is known to be related to type 2 diabetes (T2D), psychiatric conditions, and opioid use. In this study, we tested the hypothesis that variability in gut microbiota in T2D is associated with psycho-metabolic health.

methodsA cross-sectional study was conducted among African American men (AAM) (n = 99) that were outpatients at a Chicago VA Medical Center. The main outcome measures included fecal microbiota ecology (by 16S rRNA gene sequencing), psychiatric disorders including opioid use, and circulating leptin and oxytocin as representative hormone biomarkers for obesity and psychological pro-social behavior.

resultsThe study subjects had prevalent overweight/obesity (78%), T2D (50%) and co-morbid psychiatric (65%) and opioid use (45%) disorders. In the analysis of microbiota, the data showed interactions of opioids, T2D and metformin with Bifidobacterium and Prevotella genera. The differential analysis of Bifidobacterium stratified by opioids, T2D and metformin, showed significant interactions among these factors indicating that the effect of one factor was changed by the other (FDR-adjusted p [q] < 0.01). In addition, the pair-wise comparison showed that participants with T2D not taking metformin had a significant 6.74 log2 fold increase in Bifidobacterium in opioid users as compared to non-users (q = 2.2 x 10-8). Since metformin was not included in this pair-wise comparison, the significant 'q' suggested association of opioid use with Bifidobacterium abundance. The differences in Bifidobacterium abundance could possibly be explained by opioids acting as organic cation transporter 1 (OCT1) inhibitors. Analysis stratified by lower and higher leptin and oxytocin (divided by the 50th percentile) in the subgroup without T2D showed lower Dialister in High-Leptin vs. Low-Leptin (p = 0.03). Contrary, the opposite was shown for oxytocin, higher Dialister in High-Oxytocin vs. Low-Oxytocin (p = 0.04).

conclusionsThe study demonstrated for the first time that Bifidobacterium and Prevotella abundance was affected by interactions of T2D, metformin and opioid use. Also, in subjects without T2D Dialister abundance varied according to circulating leptin and oxytocin.

Indexed as

Black or African AmericanDiabetes Mellitus, Type 2Gastrointestinal MicrobiomeOpioid-Related DisordersBacteriaChronic DiseaseCost of IllnessCross-Sectional StudiesHumansLeptinMaleMetforminOxytocinLeptinMetforminOxytocin

Identifiers

PMID29596446
PMCPMC5875756
OpenAlexW2795111952

What OpenQuestion holds

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Registered trials

None linked

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.