Evidence mapPaperPMID 41585237Full record

SynthesisFrontiers in medicine2025

Atherogenic lipid indices and diabetic retinopathy in type 2 diabetes: a systematic review and meta-analysis.

Ye Liang, Min Zuo, Chaoyang Wang, Lei Zhu

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in medicine, 2025. 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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0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Ye Liang *General Medical 3201 Hospital, Hanzhong, Shaanxi, China.
Min Zuo *General Medical 3201 Hospital, Hanzhong, Shaanxi, China.
Chaoyang WangGeneral Medical 3201 Hospital, Hanzhong, Shaanxi, China.
Lei ZhuGeneral Medical 3201 Hospital, Hanzhong, Shaanxi, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study conducts a quantitative synthesis of existing evidence to evaluate the association of two novel atherogenic lipid indices-the triglyceride to high-density lipoprotein cholesterol ratio (TG/HDL-C) and the atherogenic index of plasma (AIP)-with the prevalence and severity of diabetic retinopathy (DR) in individuals with type 2 diabetes mellitus (T2DM). Methods: We systematically searched Cochrane Library, PubMed, Web of Science, Embase, CBM, CNKI, Wanfang, and Weipu for observational studies published before July 30, 2025. Cross-sectional, cohort, and case-control studies reporting AIP or TG/HDL-C data in T2DM patients with or without DR were eligible. Given the anticipated clinical and methodological diversity across observational studies, we prespecified a random-effects meta-analysis as the primary model, estimating τ Results: A total of 10 studies ( Conclusion: AIP and TG/HDL-C ratio were higher in patients with DR, suggesting potential roles as lipid-related markers for identifying individuals at greater risk of retinopathy. However, due to high heterogeneity, limited study numbers, and observational design, these results should be interpreted cautiously as exploratory until validated by large, well-adjusted prospective studies. Limitations: Most included studies were conducted in Chinese populations, which may restrict the generalizability of the results to other ethnic or regional groups. Variations in genetic background, lifestyle, metabolic profiles, and diabetic retinopathy screening practices could influence the observed associations between lipid indices and DR risk. Systematic review registration: INPLASY.COM, Registration number: INPLASY2025100035.

Indexed as

atherogenic index of plasmadiabetic retinopathymeta-analysisTG/HDL-C ratiotype 2 diabetes

Identifiers

PMID41585237
PMCPMC12827623

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.