Evidence map›Paper›PMID 40789846›Full record

ArticleScientific reports2025

Exploring molecular links between obesity and osteoporosis: insights from in-silico analysis and mannose supplementation.

Remya James, T V Vineeth Kumar, Subramanyam Koushik Narayan, Febby Payva, E Amrisa Pavithra, Sivaramakrishnan Venketesh, K S Santhy

Abstract read
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 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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

7 authors.

Remya JamesDepartment of Zoology, St. Joseph's College for Women, Alappuzha, Kerala, 688001, India. remyajames@stjosephscollegeforwomen.ac.in.
T V Vineeth KumarDepartment of Zoology, The Cochin College, Kochi, Kerala, 682002, India. vineethkumartv@thecochincollege.edu.in.
Subramanyam Koushik NarayanDepartment of Orthopaedics, Sri Sathya Sai Institute of Higher Medical Sciences, Prasanthigram, Puttaparthi, Andhra Pradesh, 515134, India.
Febby PayvaDepartment of Zoology, St. Joseph's College for Women, Alappuzha, Kerala, 688001, India.
E Amrisa PavithraSchool of Biosciences, Department of Zoology, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore, Tamil Nadu, 614043, India.
Sivaramakrishnan VenketeshSchool of Biosciences, Sri Sathya Sai Institute of Higher Learning, Prasanthinilayam, Puttaparthi, Andhra Pradesh, 515134, India.
K S SanthySchool of Biosciences, Department of Zoology, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore, Tamil Nadu, 614043, India. santhy_zoo@avinuty.ac.in.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

D-mannose, a plant-derived monosaccharide used as a dietary supplement, has shown potential in alleviating obesity symptoms and improving bone loss in mice. Obesity, a known risk factor for osteoporosis (OP), suggests shared molecular pathways between these conditions. This study explores the molecular mechanisms of obesity-induced OP and the potential therapeutic role of mannose supplementation. Using in-silico analysis, GEO2R was applied to dataset GSE110796 to identify differentially expressed genes (DEGs) under high-fat diet-induced obesity and mannose supplementation. Enrichment analysis via Enrichr and ClueGO revealed significant molecular pathways altered by high-fat diets and reversed by mannose. Similarly, pathways for OP were identified using the GEO dataset GSE56815 and DisGeNET-associated genes. Forty-four overlapping pathways were identified between obesity and OP, with key immune and inflammatory pathways modulated by mannose. Notably, genes upregulated in osteoclast differentiation during obesity were downregulated with mannose. These findings suggest that mannose modulates shared pathways in obesity and OP, offering a cost-effective therapeutic approach. This study enhances understanding of obesity-induced OP and provides a foundation for innovative medical interventions.

Indexed as

Dietary SupplementsMannoseObesityOsteoporosisAnimalsComputer SimulationDiet, High-FatGene Expression ProfilingGene Expression RegulationHumansMiceOsteoclastsMannoseD-mannoseInflammationIn-silico analysisMannose supplementationMolecular pathwaysObesity-induced osteoporosisOsteoclast differentiationOsteoporosis

Identifiers

PMID40789846
PMCPMC12339693

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.