Evidence map›Paper›PMID 41965498›Full record

ArticleBiological trace element research2026

Modulatory Effects of Essential Trace Elements on Glycemic Biomarkers in Toxic Metal-Induced Associated Diabetes.

Shefali Singh, Manish Raj Kulshrestha, Shivani Singh, Juhi Verma, Nikhil Gupta, Manish Singh Rajput, Vandana Tiwari

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Article in Biological trace element research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Shefali SinghDepartment of Biotechnology, Dr A P J Abdul Kalam Technical University, Lucknow, Uttar Pradesh, India.
Manish Raj KulshresthaDepartment of Biochemistry, Dr Ram Manohar Lohia Institute of Medical Science, Lucknow, 226010, Uttar Pradesh, India. drmrkul@gmail.com.ORCID http://orcid.org/0000-0002-5355-4539
Shivani SinghDepartment of Biochemistry, Dr Ram Manohar Lohia Institute of Medical Science, Lucknow, 226010, Uttar Pradesh, India.
Juhi VermaDepartment of Biochemistry, Dr Ram Manohar Lohia Institute of Medical Science, Lucknow, 226010, Uttar Pradesh, India.
Nikhil GuptaDepartment of General Medicine, Dr Ram Manohar Lohia Institute of Medical Sciences, Lucknow, Uttar Pradesh, India.
Manish Singh RajputDepartment of Biotechnology, Dr Ambedkar Institute of Technology for Divyangjan, Kanpur, Uttar Pradesh, India.
Vandana TiwariDepartment of Biochemistry, Dr Ram Manohar Lohia Institute of Medical Science, Lucknow, 226010, Uttar Pradesh, India.

Funding

Indian Council of Medical Research Ref.- 3/1/3(27)/Endo-fellowship/22-NCD-III, dated 25/07/2022
6 · The paper itself

Abstract

Trace elements play a vital role in maintaining metabolic health by regulating glucose metabolism, enhancing insulin sensitivity, and supporting antioxidant defense. Moreover, they act as protective shields against toxic metal-induced oxidative stress, where even slight imbalances can shift the body from metabolic harmony to diabetes progression. This prospective case-control study was conducted at the Department of Biochemistry in collaboration with the Department of General Medicine at the North Indian Tertiary Care Centre. This study included 473 newly diagnosed type 2 diabetic patients (T2DM) and 303 controls. Serum toxic and trace elements were analyzed using inductively coupled plasma mass spectrometry. HbA1c was measured using ion-exchange high-performance liquid chromatography, while fasting serum insulin and glucose levels were measured using Cobas 6000, Roche Diagnostics to calculate insulin resistance and beta-cell dysfunction. Toxic elements (Nickel and Arsenic) and trace elements (Selenium, Molybdenum, Chromium, and Copper) were significantly elevated, while Manganese (Mn) was significantly reduced in the T2DM group compared to the controls (p < 0.0001, respectively). Nickel (Ni) and arsenic (As) were independently associated with HbA1c and insulin resistance in multivariate analysis. Among the trace elements, only Mn remained independently but was negatively associated with HbA1c. With β-cell function as the outcome, As remained negatively associated, and Mn remained positively associated. Gaussian process classifier and Bayesian kernel machine regression analysis further verified that Mn antagonizes diabetes risk associated with Ni and As exposures. Targeting trace element homeostasis, particularly enhancing Mn status, may open new avenues for the prevention and therapeutic intervention of T2DM.

Indexed as

Blood GlucoseDiabetes Mellitus, Type 2Trace ElementsArsenicBiomarkersCase-Control StudiesFemaleGlycated HemoglobinHumansInsulin ResistanceMaleMiddle AgedProspective StudiesArsenicBiomarkersBlood GlucoseGlycated Hemoglobinhemoglobin A1c protein, humanTrace ElementsInsulin ResistanceManganese ProtectionNickel and Arsenic ToxicityTrace Element HomeostasisType 2 Diabetes Mellitus

Identifiers

PMID41965498

What Socratic holds

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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.