Evidence map›Paper›PMID 41116877›Full record

ArticleJournal of diabetes and metabolic disorders2025

The linear association between high-density lipoprotein cholesterol and diabetic retinopathy : a cross-sectional study in diabetic patients.

Zhuolin Xie, Xiangxia Luo, Di Ling, Dongpeng Zhang, Xinglin Chen, Dinghua Zhang, Juan Ling

Abstract read
In one paragraph

Article in Journal of diabetes and metabolic disorders, 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

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

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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. Article
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.

Zhuolin XieGansu Provincial Hospital of TCM, Lanzhou, Gansu Province 730050 China.
Xiangxia LuoGansu Provincial Hospital of TCM, Lanzhou, Gansu Province 730050 China.
Di LingThe Third People's Hospital of Gansu Province, Lanzhou, Gansu Province 730050 China.
Dongpeng ZhangGansu Provincial Hospital of TCM, Lanzhou, Gansu Province 730050 China.
Xinglin ChenDepartment of Geriatrics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Dinghua ZhangGansu Provincial Hospital of TCM, Lanzhou, Gansu Province 730050 China.
Juan LingClinical College of Chinese Medicine, Gansu University of Chinese Medicine , Lanzhou, Gansu Province 730030 China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Diabetic retinopathy (DR) is a major microvascular complication of diabetes mellitus and a leading cause of visual impairment. While dyslipidemia has been implicated in DR pathogenesis, the relationship between high-density lipoprotein cholesterol (HDL-C) and DR remains controversial. This study aimed to investigate the association between HDL-C levels and DR prevalence in diabetic patients type 2 diabetes mellitus (T2DM). Methods: This study is the second analysis based on a cross-sectional studv. A total of 2001 (858 men and 1143 women) diabetic patients who visited the diabetic clinic in the Internal Medicine out-patient departments of two hospitals in southern Taiwan between April 2002 and November 2004. Demographic and clinical data were collected, and serum HDL-C levels were measured. The association between HDL-C and DR was analyzed using multivariate logistic regression, accounting for potential confounders. Additionally, we explored the potential correlation between HDL-C and DR through a smooth curve fitting approach, utilizing a generalized additive model (GAM). and a generalized additive model (GAM). Results: Among the 2001 participants, 701 (35.0%) were diagnosed with DR. Our findings demonstrated a significant inverse linear relationship between HDL-C levels and the presence of DR. Higher HDL-C was inversely associated with diabetic retinopathy (DR). In continuous analyses, each 10 mg/dL increase in HDL-C corresponded to lower odds of DR across all models, including Model 3 (OR 0.92; 95% CI 0.84-0.99; Conclusions: This study provides evidence of a linear association that elevated HDL-C levels are associated with decreased odds of DR in diabetic patients. Future research should further focus on elucidating the mechanisms underlying this association and its implications for therapeutic strategies. Supplementary Information: The online version contains supplementary material available at 10.1007/s40200-025-01728-z.

Indexed as

CholesterolDiabetic retinopathyHigh-density lipoprotein

Identifiers

PMID41116877
PMCPMC12535564

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.