Xixi Guo, Jianke Wang, Qiang Guo, Kai Zheng, Bin Ni, Xueqiang Fan, Qiangqiang Nie
{"title":"HbA1c as an Independent Predictor of Peripheral Artery Disease: Nonlinear Threshold and Causal Evidence from NHANES and Mendelian Randomization.","authors":"Xixi Guo, Jianke Wang, Qiang Guo, Kai Zheng, Bin Ni, Xueqiang Fan, Qiangqiang Nie","doi":"10.1177/10760296261437047","DOIUrl":null,"url":null,"abstract":"<p><p>BackgroundPeripheral artery disease (PAD) is a major contributor to cardiovascular morbidity and mortality, yet reliable biomarkers for early detection remain limited. Glycated hemoglobin (HbA1c) reflects long-term glycemia, but its relationship with PAD in the general population remains incompletely understood.MethodsWe analyzed 6284 adults aged ≥40 years from the 1999-2004 National Health and Nutrition Examination Survey (NHANES). PAD was defined as an ankle-brachial index ≤0.90. Weighted logistic regression, restricted cubic spline, and threshold models evaluated associations between HbA1c and PAD. To further examine causality, a two-sample Mendelian randomization (MR) using genome-wide association data on HbA1c (n = 389,889) and PAD (7098 cases, 206541 controls) was conducted.ResultsIn NHANES, each 1% increment in HbA1c was linked to a higher likelihood of PAD (fully adjusted OR 1.18, 95% CI 1.04-1.34). Participants in the highest HbA1c tertile had more than a twofold greater risk compared with those in the lowest (OR 2.30, 95% CI 1.68-3.15). Restricted cubic spline analysis revealed a nonlinear relationship with a threshold at 6.11%, below which PAD risk rose steeply. In MR analysis, genetically predicted HbA1c was positively associated with PAD risk, showing that genetically predicted HbA1c was positively associated with PAD (IVW OR 1.23, 95% CI 1.10-1.37, p = 0.0002), with consistent results across sensitivity analyses.ConclusionElevated HbA1c is independently and causally linked to PAD risk, with a nonlinear dose-response pattern. These findings support HbA1c as a potential tool for identifying individuals at higher PAD risk.</p>","PeriodicalId":520590,"journal":{"name":"Clinical and applied thrombosis/hemostasis : official journal of the International Academy of Clinical and Applied Thrombosis/Hemostasis","volume":"32 ","pages":"10760296261437047"},"PeriodicalIF":2.0000,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13080148/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical and applied thrombosis/hemostasis : official journal of the International Academy of Clinical and Applied Thrombosis/Hemostasis","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/10760296261437047","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/4/13 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
BackgroundPeripheral artery disease (PAD) is a major contributor to cardiovascular morbidity and mortality, yet reliable biomarkers for early detection remain limited. Glycated hemoglobin (HbA1c) reflects long-term glycemia, but its relationship with PAD in the general population remains incompletely understood.MethodsWe analyzed 6284 adults aged ≥40 years from the 1999-2004 National Health and Nutrition Examination Survey (NHANES). PAD was defined as an ankle-brachial index ≤0.90. Weighted logistic regression, restricted cubic spline, and threshold models evaluated associations between HbA1c and PAD. To further examine causality, a two-sample Mendelian randomization (MR) using genome-wide association data on HbA1c (n = 389,889) and PAD (7098 cases, 206541 controls) was conducted.ResultsIn NHANES, each 1% increment in HbA1c was linked to a higher likelihood of PAD (fully adjusted OR 1.18, 95% CI 1.04-1.34). Participants in the highest HbA1c tertile had more than a twofold greater risk compared with those in the lowest (OR 2.30, 95% CI 1.68-3.15). Restricted cubic spline analysis revealed a nonlinear relationship with a threshold at 6.11%, below which PAD risk rose steeply. In MR analysis, genetically predicted HbA1c was positively associated with PAD risk, showing that genetically predicted HbA1c was positively associated with PAD (IVW OR 1.23, 95% CI 1.10-1.37, p = 0.0002), with consistent results across sensitivity analyses.ConclusionElevated HbA1c is independently and causally linked to PAD risk, with a nonlinear dose-response pattern. These findings support HbA1c as a potential tool for identifying individuals at higher PAD risk.
外周动脉疾病(PAD)是心血管疾病发病率和死亡率的主要原因,但可靠的早期检测生物标志物仍然有限。糖化血红蛋白(HbA1c)反映长期血糖,但其与一般人群PAD的关系仍不完全清楚。方法对1999-2004年全国健康与营养调查(NHANES)中6284名年龄≥40岁的成年人进行分析。PAD定义为踝肱指数≤0.90。加权逻辑回归、受限三次样条和阈值模型评估了HbA1c与PAD之间的关系。为了进一步检查因果关系,使用HbA1c (n = 389,889)和PAD(7098例,对照206541例)的全基因组关联数据进行了双样本孟德尔随机化(MR)研究。结果在NHANES中,HbA1c每增加1%与PAD的可能性增加相关(完全调整OR 1.18, 95% CI 1.04-1.34)。与最低HbA1c水平的参与者相比,最高HbA1c水平的参与者的风险高出两倍以上(OR 2.30, 95% CI 1.68-3.15)。限制三次样条分析显示与阈值的非线性关系为6.11%,低于该阈值,PAD风险急剧上升。在MR分析中,遗传预测的HbA1c与PAD风险呈正相关,表明遗传预测的HbA1c与PAD呈正相关(IVW OR 1.23, 95% CI 1.10-1.37, p = 0.0002),在敏感性分析中结果一致。结论HbA1c升高与PAD风险存在独立的因果关系,且呈非线性剂量-反应模式。这些发现支持HbA1c作为识别PAD高风险个体的潜在工具。