{"title":"Novel Lipid Biomarkers and Microvascular Complications in Patients with Diabetes Mellitus: A Systematic Review and Meta-analysis.","authors":"Diar Zooravar, Shayan Shojaei, Asma Mousavi, Pedram Soltani, Bahareh Shateri Amiri, Hanieh Radkhah","doi":"10.1177/11795514251365301","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>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).</p><p><strong>Objectives: </strong>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.</p><p><strong>Data sources and methods: </strong>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.</p><p><strong>Results: </strong>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; <i>P</i> < .01), AIP (WMD: 0.11; 95% CI: 0.03-0.19; <i>P</i> < .01), and VAI (WMD: 0.63; 95% CI: 0.38-0.89; <i>P</i> < .01) compared to those without DKD. Additionally, each 1-unit increase in LAP (OR: 1.005; 95% CI: 1.003-1.006; <i>P</i> < .01), AIP (OR: 1.08; 95% CI: 1.04-1.12; <i>P</i> < .01), and VAI (OR: 1.05; 95% CI: 1.03-1.07; <i>P</i> < .01) was associated with an elevated risk of DKD. In contrast, no significant associations were identified between these biomarkers and DR. The diagnostic performance of VAI, LAP, and AIP was limited for both DR and DKD, with low discriminatory power.</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":44715,"journal":{"name":"Clinical Medicine Insights-Endocrinology and Diabetes","volume":"18 ","pages":"11795514251365301"},"PeriodicalIF":3.0000,"publicationDate":"2025-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12357997/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical Medicine Insights-Endocrinology and Diabetes","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/11795514251365301","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0
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; P < .01), AIP (WMD: 0.11; 95% CI: 0.03-0.19; P < .01), and VAI (WMD: 0.63; 95% CI: 0.38-0.89; P < .01) compared to those without DKD. Additionally, each 1-unit increase in LAP (OR: 1.005; 95% CI: 1.003-1.006; P < .01), AIP (OR: 1.08; 95% CI: 1.04-1.12; P < .01), and VAI (OR: 1.05; 95% CI: 1.03-1.07; P < .01) was associated with an elevated risk of DKD. In contrast, no significant associations were identified between these biomarkers and DR. The diagnostic performance of VAI, LAP, and AIP was limited for both DR and DKD, with low discriminatory power.
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.
背景:新兴的脂质相关生物标志物,包括内脏脂肪指数(VAI)、脂质积累产物(LAP)和血浆致动脉粥样硬化指数(AIP),已经证明在预测代谢紊乱如糖尿病(DM)和相关微血管并发症,特别是糖尿病肾病(DKD)和糖尿病视网膜病变(DR)方面具有潜力。目的:本系统综述和荟萃分析旨在评估这些生物标志物与糖尿病患者微血管并发症之间的关系,并评估其诊断性能。数据来源和方法:根据PRISMA指南,在PubMed、Scopus、Embase和Web of Science中进行了系统的文献检索。符合条件的研究检查了VAI、LAP和AIP与糖尿病微血管并发症之间的关系。meta分析使用合并加权平均差异(wmd)和受试者工作特征曲线下面积(AUC)值综合数据,评估这些生物标志物对DKD和dr的预测效用。结果:共纳入23项研究。结论:VAI、LAP和AIP是DM患者DKD的重要预测因子,但与DR检测的相关性有限。尽管这些生物标志物在识别DKD风险方面显示出潜力,但它们对DKD和DR的总体诊断准确性仍然有限,强调需要进一步研究以提高其临床适用性。