Evidence map›Paper›PMID 40717994›Full record

ArticleFrontiers in nutrition2025

L-shaped nonlinear relationship between magnesium intake from diet and supplements and the risk of diabetic nephropathy: a cross-sectional study.

Jia Du, Xuetong Zhu, Ze Li, Qi Sun, Miao Sun, Heyuan Guan, Jiancheng Xu

Abstract read
In one paragraph

Article in Frontiers in nutrition, 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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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

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

7 authors.

Jia DuDepartment of Laboratory Medicine, First Hospital of Jilin University, Changchun, China.
Xuetong ZhuDepartment of Laboratory Medicine, First Hospital of Jilin University, Changchun, China.
Ze LiDepartment of Laboratory Medicine, First Hospital of Jilin University, Changchun, China.
Qi SunDepartment of Laboratory Medicine, First Hospital of Jilin University, Changchun, China.
Miao SunDepartment of Laboratory Medicine, First Hospital of Jilin University, Changchun, China.
Heyuan GuanDepartment of Laboratory Medicine, First Hospital of Jilin University, Changchun, China.
Jiancheng XuDepartment of Laboratory Medicine, First Hospital of Jilin University, Changchun, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and objectives: Given the ongoing controversy regarding the relationship between magnesium and diabetic nephropathy (DN), this study systematically evaluate the association between total magnesium intake from both dietary and supplemental sources and the risk of DN, and further explore its potential nonlinear dose-response pattern and threshold effect. Methods: Data were from the National Health and Nutrition Examination Survey 2007-2018. A multi-step analytical strategy was adopted: (1) confounders were selected using variance inflation factor and Boruta feature selection algorithm; (2) weighted multivariable logistic regression assessed the association between magnesium intake and DN; (3) restricted cubic splines (RCS), generalized additive models (GAM), and curve fitting were used to evaluate nonlinear dose-response trends; (4) piecewise regression identified potential thresholds; (5) subgroup analyses examined interactions across age, gender, BMI, hypertension, and cardiovascular disease. Results: A total of 3,355 participants were included (DN group: Conclusion: Total magnesium intake was inversely associated with DN risk, with a threshold identified at 345.00 mg/day. Below this level, increases in magnesium intake were significantly associated with reduced DN risk, whereas above this level, additional magnesium intake was not significantly associated with further reductions in DN risk. These findings provide new epidemiological evidence to inform magnesium intake recommendations and DN prevention strategies.

Indexed as

Boruta algorithmdiabetic nephropathydose–response relationshipmagnesium intakepiecewise regressionthreshold value

Identifiers

PMID40717994
PMCPMC12289502

What Socratic holds

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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.