Evidence map›Paper›PMID 40827201›Full record

ArticleClinical medicine insights. Endocrinology and diabetes2025

Novel Lipid Biomarkers and Microvascular Complications in Patients with Diabetes Mellitus: A Systematic Review and Meta-analysis.

Diar Zooravar, Shayan Shojaei, Asma Mousavi, Pedram Soltani, Bahareh Shateri Amiri, Hanieh Radkhah

Abstract read
In one paragraph

Article in Clinical medicine insights. Endocrinology and diabetes, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
–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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

6 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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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

6 authors.

Diar ZooravarSchool of Medicine, Iran University of Medical Sciences, Tehran, Iran.
Shayan ShojaeiCardiac Primary Prevention Research Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Iran.ORCID https://orcid.org/0000-0002-2614-2467
Asma MousaviCardiac Primary Prevention Research Center, Cardiovascular Diseases Research Institute, Tehran University of Medical Sciences, Iran.ORCID https://orcid.org/0000-0002-8419-779X
Pedram SoltaniSchool of Medicine, Iran University of Medical Sciences, Tehran, Iran.
Bahareh Shateri AmiriSchool of Medicine, Iran University of Medical Sciences, Tehran, Iran.
Hanieh RadkhahDepartment of Internal Medicine, Sina Hospital, Tehran University of Medical Sciences, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Emerging lipid-related biomarkers, including the Visceral Adiposity Index (VAI), Lipid Accumulation Product (LAP), and Atherogenic Index of Plasma (AIP), have demonstrated potential in predicting metabolic disorders such as diabetes mellitus (DM) and associated microvascular complications, particularly diabetic kidney disease (DKD) and diabetic retinopathy (DR). Objectives: This systematic review and meta-analysis aims to evaluate the association between these biomarkers and microvascular complications in individuals with DM, as well as to assess their diagnostic performance. Data sources and methods: A systematic literature search was performed in PubMed, Scopus, Embase, and Web of Science following PRISMA guidelines. Eligible studies examined the relationship between VAI, LAP, and AIP and microvascular complications in DM. The meta-analysis synthesized data using pooled weighted mean differences (WMDs) and area under the receiver operating characteristic curve (AUC) values to evaluate the predictive utility of these biomarkers for DKD and DR. Results: A total of 23 studies were included. Patients with DKD had significantly higher levels of LAP (WMD: 12.67; 95% CI: 7.83-17.51; Conclusion: VAI, LAP, and AIP are significant predictors of DKD in individuals with DM but exhibit limited relevance for the detection of DR. Although these biomarkers show potential in identifying DKD risk, their overall diagnostic accuracy for DKD and DR remains modest, underscoring the need for further studies to enhance their clinical applicability.

Indexed as

atherogenic index of plasmadiabetes mellituslipid accumulation productmicrovascular complicationsvisceral adiposity index

Identifiers

PMID40827201
PMCPMC12357997

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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 OpenQuestion graph.