Evidence map›Paper›PMID 40841806›Full record

ArticleScientific reports2025

Integrative analysis of gut microbiota and metabolic pathways reveals key microbial and metabolomic alterations in diabetes.

Yasser Morsy, Nesma S Shafie, GP2324 consortium, Marwa Amer

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In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

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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

11 citing papers in PubMed, 1 synthesis or guideline pooled it.

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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

4 authors.

Yasser MorsyDepartment of Gastroenterology and Hepatology, University Hospital of Zürich, Zürich, Switzerland.
Nesma S ShafieDepartment of Bioinformatics and Genomics, College of Biotechnology, Misr University for Science and Technology (MUST), Giza, Egypt.
GP2324 consortium
Marwa AmerDepartment of Bioinformatics and Genomics, College of Biotechnology, Misr University for Science and Technology (MUST), Giza, Egypt. Marwa.amer@must.edu.eg.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Type 2 diabetes mellitus (T2DM) is increasingly recognized as a condition influenced by gut microbiota composition and associated metabolic pathways. This study investigated the differences in gut microbial diversity, composition, and metabolomic profiles between diabetic and control individuals. Using 16 S rRNA gene sequencing and metabolomic analyses, we observed significantly higher microbial diversity and evenness in the diabetic group, with distinct clustering patterns as revealed by Principal Coordinate Analysis (PCoA). Taxonomic profiling demonstrated an increased relative abundance of Bacteroidaceae and Lachnospiraceae in the diabetic group, while Streptococcaceae was more prevalent in the control group. LEfSe analysis identified key microbial taxa such as Bacteroides, Blautia, and Lachnospiraceae_FCS020_group enriched in diabetic individuals, suggesting a role in metabolic dysregulation. Metabolomic pathway enrichment analysis revealed significant differences in pathways related to fatty acid metabolism, glucose homeostasis, bile acid metabolism, and amino acid biosynthesis in diabetic individuals. Enriching fatty acid elongation and β-oxidation pathways, alongside disrupted glucose metabolism, indicate profound metabolic changes associated with diabetes. Bile acid metabolism and branched-chain amino acid (BCAA) pathways were also elevated, linking these metabolites to the observed gut microbiota shifts. These findings suggest that diabetes is associated with significant alterations in the gut microbiome's composition and function, leading to disruptions in critical metabolic pathways. This study provides insights into potential microbial biomarkers and therapeutic targets for improving metabolic health in diabetic patients.

Indexed as

Diabetes Mellitus, Type 2Gastrointestinal MicrobiomeMetabolic Networks and PathwaysMetabolomeAdultAgedBacteriaBile Acids and SaltsFemaleHumansMaleMetabolomicsMiddle AgedRNA, Ribosomal, 16SBile Acids and SaltsRNA, Ribosomal, 16SDiabetesGut microbiotaLEfSe analysisMetabolic pathwaysMetabolomicsMicrobial diversity

Identifiers

PMID40841806
PMCPMC12371060

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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.