Evidence map›Paper›PMID 41298601›Full record

ArticleScientific reports2025

Impact of zinc and chromium deficiency on gene expression in type 2 diabetes mellitus.

Humma Nayyar, Attya Bhatti, Peter John

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.

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

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
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.

Humma NayyarDepartment of Biomedicine, Atta ur Rahman School of Applied Biosciences, National University of Sciences and Technology, Islamabad, 44000, Pakistan.
Attya BhattiDepartment of Biomedicine, Atta ur Rahman School of Applied Biosciences, National University of Sciences and Technology, Islamabad, 44000, Pakistan. attyabhatti@asab.nust.edu.pk.
Peter JohnDepartment of Biomedicine, Atta ur Rahman School of Applied Biosciences, National University of Sciences and Technology, Islamabad, 44000, Pakistan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The increasing prevalence of type 2 diabetes mellitus (T2DM), largely attributable to poor dietary habits and nutritional imbalances, highlights the need for novel diagnostic and therapeutic approaches. Emerging evidence emphasizes the critical role of trace elements in the pathogenesis and management of T2DM. However, the molecular mechanisms through which zinc and chromium deficiencies contribute to disease progression remain largely unexplored. This study aimed to investigate the role of zinc and chromium in T2DM pathogenesis through a combination of bioinformatics analysis, molecular docking, trace element profiling, and gene expression validation. Relevant genes identified from the literature were analyzed using a bioinformatics pipeline to uncover hub gene networks and regulatory pathways associated with trace element deficiencies. Molecular docking of HUB genes with zinc and chromium enriched compounds were employed to uncover the new therapeutic approach. For experimental validation, serum zinc and chromium levels were measured in fifty T2DM patients and fifteen healthy controls using atomic absorption spectrophotometry. Gene expression profiling of GCK (zinc associated) and GLUT4 (chromium associated) was performed using real time PCR. Bioinformatics analysis revealed that HUB genes affected due to zinc and chromium deficiency were linked to an elevated risk of T2DM. Crucial metabolic pathways was altered due to zinc and chromium deficiency in T2DM.The serum concentration of zinc and chromium were markedly lower in T2DM patients as compared to controls. Level of zinc was significantly lower in T2DM patients with nephropathy and chromium level was significantly were lower in T2DM patients with CVD. Expression of GCK and GLUT4 was reduced by approximately 4-6 folds and 3-4 folds, respectively, in T2DM and its associated complications. The study provide novel insights into the gene-environment interaction driving T2DM and highlight the therapeutic approach of zinc and chromium supplementation in mitigating diseases progression. This study paves the way for future research into personalized nutritional interventions targeting gene expression abnormalities in diabetes management.

Indexed as

ChromiumDiabetes Mellitus, Type 2Gene Expression RegulationZincAgedComputational BiologyFemaleGene Expression ProfilingGene Regulatory NetworksHumansMaleMiddle AgedMolecular Docking SimulationChromiumZincChromiumGene expressionRegulatory networksTherapeutic targetsTrace elementsZinc

Identifiers

PMID41298601
PMCPMC12657930

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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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 Socratic graph.