Evidence map›Paper›PMID 42690471›Full record

ReviewWorld journal of microbiology & biotechnology2026

From metabolites to membrane vesicles: Unifying gut microbial signals in obesity, t2dm, and MASLD.

Barathan Muttiah, Gopinath Venkatraman, Puteri Shafinaz Abdul-Rahman

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In one paragraph

Review in World journal of microbiology & biotechnology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Barathan MuttiahInstitute of Biological Sciences, Faculty of Science, Universiti Malaya, Kuala Lumpur, 50603, Malaysia. barathanmuttiah@um.edu.my.
Gopinath VenkatramanInstitute of Biological Sciences, Faculty of Science, Universiti Malaya, Kuala Lumpur, 50603, Malaysia. gopinath87@um.edu.my.
Puteri Shafinaz Abdul-RahmanDepartment of Molecular Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, 50603, Malaysia. terisar@um.edu.my.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Obesity, Type 2 diabetes mellitus (T2DM) and metabolic dysfunction-associated steatotic liver disease (MASLD) represent interconnected global health problems that can be caused by dietary factors, life-style changes and alterations in the gut microbiota composition. While numerous reports highlight the connections between microbial taxa and the host diseases, the underlying molecular mechanisms behind the impact of metabolites on the disease development remain poorly defined. In this review, the connection between four interrelated pathways through which metabolites from the gut microbiota affect metabolic disease are highlighted. They include (i) reprogramming of host metabolism through histone deacetylase (HDAC) inhibition and remodeling of the chromatin structure; (ii) mitochondrial dysfunction and disturbance in redox balance; (iii) hijacking of receptors and pathway biased crosstalk (FFAR2/3, GPR109A, FXR, TGR5, AhR, TLR4) and (iv) disruption of intestinal barrier and induction of metabolic endotoxemia. Such axes form a feedback network through which the inflammation and insulin resistance spread over the entire gut-adipose-liver-pancreas-muscle axis. The effect of the metabolites is very context-dependent since it relies on the concentration threshold, receptor bias, disease state and interaction between the host genotype and enterotype. The translational applications include composite metabolite biomarkers, enterotype-based therapeutic approaches, bacterial extracellular vesicles and machine learning approaches to develop multi-omics data analysis resulting in generation of a digital twin model.

Indexed as

Diabetes Mellitus, Type 2Fatty LiverGastrointestinal MicrobiomeObesityAnimalsHumansSignal TransductionBacterial extracellular vesiclesGut microbiotaMetabolic diseasesMetabolic dysfunction-associated steatotic liver disease (MASLD)Microbial metabolitesObesityPrecision medicineType 2 diabetes mellitus

Identifiers

What Socratic holds

Textmetadata
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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 Socratic graph.