Evidence map›Paper›PMID 40529826›Full record

ArticleFrontiers in endocrinology2025

Nonlinear relationship between lumbar bone mineral density and high-density lipoprotein cholesterol in patients with type 2 diabetes.

Yu-Hua He, Shi-Li Gu, Yang-Yang Chen, Ming-Mei Xue, Su-Juan Liu, Fang-Fang Guo, Chang-Hua Liang

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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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. Article
4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Yu-Hua HeDepartment of Radiology, The First Affiliated Hospital of Xinxiang Medical University, Weihui, Xinxiang, Henan, China.
Shi-Li GuDepartment of Radiology, The First Affiliated Hospital of Xinxiang Medical University, Weihui, Xinxiang, Henan, China.
Yang-Yang ChenDepartment of Radiology, The First Affiliated Hospital of Xinxiang Medical University, Weihui, Xinxiang, Henan, China.
Ming-Mei XueDepartment of Radiology, The First Affiliated Hospital of Xinxiang Medical University, Weihui, Xinxiang, Henan, China.
Su-Juan LiuDepartment of Radiology, The First Affiliated Hospital of Xinxiang Medical University, Weihui, Xinxiang, Henan, China.
Fang-Fang GuoDepartment of Radiology, The First Affiliated Hospital of Xinxiang Medical University, Weihui, Xinxiang, Henan, China.
Chang-Hua LiangDepartment of Radiology, The First Affiliated Hospital of Xinxiang Medical University, Weihui, Xinxiang, Henan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: High-density lipoprotein cholesterol (HDL-C) plays a significant role in regulating bone mineral density (BMD), with this relationship being influenced by insulin resistance. Although previous studies have investigated the relationship between HDL-C and BMD in patients with type 2 diabetes mellitus (T2DM), the impact of fasting blood glucose (FBG) on this association remains unclear. This study analyzes health screening data from T2DM patients to investigate the relationship between lumbar BMD and serum HDL-C, while also examining how FBG mediates this association. Methods: This retrospective analysis involved T2DM patients who underwent lumbar BMD screening at our hospital from January 2019 to December 2023. Lumbar BMD was measured via quantitative computed tomography. This study mainly aimed to explore the relationship between lumbar BMD and serum HDL-C in T2DM patients and assess the mediating role of FBG. Statistical analyses employed comprehensive methods: univariate analysis to examine initial variable relationships, generalized additive models for non-linear curve fitting, segmented regression for threshold effects, stratified subgroup analysis to explore potential effect modifications, and mediation analysis to explore potential indirect effect mechanisms. Results: This work revealed that after controlling confounding factors, an independent nonlinear correlation was observed between lumbar BMD and serum HDL-C in T2DM patients. When HDL-C > 1.35 mmol/L, T2DM patients' lumbar BMD shows a significant positive correlation [β=3.32, 95% confidence interval (CI): 1.43, 4.21, Conclusion: The independent nonlinear, J-shaped association between lumbar BMD and serum HDL-C in T2DM patients was detected in this study, with FBG negatively mediating this relationship. These findings prove the effect of lipid metabolism and glucose dysregulation on bone health and contribute to the development of osteoporosis prevention and treatment strategies for T2DM patients.

Indexed as

Bone DensityCholesterol, HDLDiabetes Mellitus, Type 2Lumbar VertebraeAdultAgedBlood GlucoseFemaleHumansMaleMiddle AgedRetrospective StudiesBlood GlucoseCholesterol, HDLbone mineral densityfasting blood glucosehigh-density lipoprotein cholesterolmediation effectT2DM

Identifiers

PMID40529826
PMCPMC12171212

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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.