{"title":"PCSK9基因多态性与高脂血症患者心血管风险和预后的评估:一项回顾性队列研究","authors":"Aibibanmu Aizezi, Fanhua Meng, Xiaolei Li, Yanpeng Li, Jialin Abuzhalihan, Fen Liu, Mintao Gai, Dilare Adi, Yi-tong Ma","doi":"10.1111/jch.70120","DOIUrl":null,"url":null,"abstract":"<p>Proprotein convertase subtilisin/kexin type 9 (PCSK9) polymorphisms exhibit ethnic-specific associations with cardiovascular risk. However, their prognostic value for major adverse cardiovascular and cerebrovascular events (MACCE) in Asian populations remains undefined. This prospective cohort study enrolled 1969 patients (mean age 54.5 ± 10.7 years, 60.2% male) with hyperlipidemia and followed them for a median of 62 months (IQR 24–89 months). We evaluated the association of three <i>PCSK9</i> polymorphisms (rs2483205, rs2495477, and rs562556) with metabolic parameters and MACCE. A genotype-integrated nomogram was developed using Least Absolute Shrinkage and Selection Operator (LASSO) – selected predictors and validated in an independent cohort. The rs2483205 TT, rs2495477 GG, and rs562556 GG genotypes were significantly associated with atherogenic dyslipidemia (elevated triglycerides (TG), low-density lipoprotein cholesterol (LDL-C), and lipoprotein(a) [Lp(a)], all <i>p </i>< 0.001) and predicted MACCE risk independently of conventional factors (HR = 2.94, 95% CI: 1.80–4.80 for rs2483205 TT). The nomogram demonstrated excellent discrimination (3 and 4 year area under the curve (AUC) = 0.989, concordance index (C-index) = 0.868) and calibration (slope = 1.02, 95% CI: 0.98–1.06), with decision curve analysis confirming clinical utility across risk thresholds (20%–75%). Net Reclassification Improvement (NRI) increase of 0.059 and an Integrated Discrimination Improvement (IDI) increase of 0.022. <i>PCSK9</i> genotyping provides independent prognostic value for MACCE risk stratification in hyperlipidemia, with genotype-specific effects on cardiovascular outcomes. The developed nomogram offers a precision medicine tool for individualized risk prediction and therapeutic decision-making.</p>","PeriodicalId":50237,"journal":{"name":"Journal of Clinical Hypertension","volume":"27 8","pages":""},"PeriodicalIF":2.5000,"publicationDate":"2025-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jch.70120","citationCount":"0","resultStr":"{\"title\":\"PCSK9 gene Polymorphism and Assessment of Cardiovascular Risk and Prognosis in Patients With Hyperlipidemia: A Retrospective Cohort Study\",\"authors\":\"Aibibanmu Aizezi, Fanhua Meng, Xiaolei Li, Yanpeng Li, Jialin Abuzhalihan, Fen Liu, Mintao Gai, Dilare Adi, Yi-tong Ma\",\"doi\":\"10.1111/jch.70120\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Proprotein convertase subtilisin/kexin type 9 (PCSK9) polymorphisms exhibit ethnic-specific associations with cardiovascular risk. However, their prognostic value for major adverse cardiovascular and cerebrovascular events (MACCE) in Asian populations remains undefined. This prospective cohort study enrolled 1969 patients (mean age 54.5 ± 10.7 years, 60.2% male) with hyperlipidemia and followed them for a median of 62 months (IQR 24–89 months). We evaluated the association of three <i>PCSK9</i> polymorphisms (rs2483205, rs2495477, and rs562556) with metabolic parameters and MACCE. A genotype-integrated nomogram was developed using Least Absolute Shrinkage and Selection Operator (LASSO) – selected predictors and validated in an independent cohort. The rs2483205 TT, rs2495477 GG, and rs562556 GG genotypes were significantly associated with atherogenic dyslipidemia (elevated triglycerides (TG), low-density lipoprotein cholesterol (LDL-C), and lipoprotein(a) [Lp(a)], all <i>p </i>< 0.001) and predicted MACCE risk independently of conventional factors (HR = 2.94, 95% CI: 1.80–4.80 for rs2483205 TT). The nomogram demonstrated excellent discrimination (3 and 4 year area under the curve (AUC) = 0.989, concordance index (C-index) = 0.868) and calibration (slope = 1.02, 95% CI: 0.98–1.06), with decision curve analysis confirming clinical utility across risk thresholds (20%–75%). Net Reclassification Improvement (NRI) increase of 0.059 and an Integrated Discrimination Improvement (IDI) increase of 0.022. <i>PCSK9</i> genotyping provides independent prognostic value for MACCE risk stratification in hyperlipidemia, with genotype-specific effects on cardiovascular outcomes. The developed nomogram offers a precision medicine tool for individualized risk prediction and therapeutic decision-making.</p>\",\"PeriodicalId\":50237,\"journal\":{\"name\":\"Journal of Clinical Hypertension\",\"volume\":\"27 8\",\"pages\":\"\"},\"PeriodicalIF\":2.5000,\"publicationDate\":\"2025-08-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jch.70120\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Clinical Hypertension\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1111/jch.70120\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PERIPHERAL VASCULAR DISEASE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Clinical Hypertension","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/jch.70120","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PERIPHERAL VASCULAR DISEASE","Score":null,"Total":0}
PCSK9 gene Polymorphism and Assessment of Cardiovascular Risk and Prognosis in Patients With Hyperlipidemia: A Retrospective Cohort Study
Proprotein convertase subtilisin/kexin type 9 (PCSK9) polymorphisms exhibit ethnic-specific associations with cardiovascular risk. However, their prognostic value for major adverse cardiovascular and cerebrovascular events (MACCE) in Asian populations remains undefined. This prospective cohort study enrolled 1969 patients (mean age 54.5 ± 10.7 years, 60.2% male) with hyperlipidemia and followed them for a median of 62 months (IQR 24–89 months). We evaluated the association of three PCSK9 polymorphisms (rs2483205, rs2495477, and rs562556) with metabolic parameters and MACCE. A genotype-integrated nomogram was developed using Least Absolute Shrinkage and Selection Operator (LASSO) – selected predictors and validated in an independent cohort. The rs2483205 TT, rs2495477 GG, and rs562556 GG genotypes were significantly associated with atherogenic dyslipidemia (elevated triglycerides (TG), low-density lipoprotein cholesterol (LDL-C), and lipoprotein(a) [Lp(a)], all p < 0.001) and predicted MACCE risk independently of conventional factors (HR = 2.94, 95% CI: 1.80–4.80 for rs2483205 TT). The nomogram demonstrated excellent discrimination (3 and 4 year area under the curve (AUC) = 0.989, concordance index (C-index) = 0.868) and calibration (slope = 1.02, 95% CI: 0.98–1.06), with decision curve analysis confirming clinical utility across risk thresholds (20%–75%). Net Reclassification Improvement (NRI) increase of 0.059 and an Integrated Discrimination Improvement (IDI) increase of 0.022. PCSK9 genotyping provides independent prognostic value for MACCE risk stratification in hyperlipidemia, with genotype-specific effects on cardiovascular outcomes. The developed nomogram offers a precision medicine tool for individualized risk prediction and therapeutic decision-making.
期刊介绍:
The Journal of Clinical Hypertension is a peer-reviewed, monthly publication that serves internists, cardiologists, nephrologists, endocrinologists, hypertension specialists, primary care practitioners, pharmacists and all professionals interested in hypertension by providing objective, up-to-date information and practical recommendations on the full range of clinical aspects of hypertension. Commentaries and columns by experts in the field provide further insights into our original research articles as well as on major articles published elsewhere. Major guidelines for the management of hypertension are also an important feature of the Journal. Through its partnership with the World Hypertension League, JCH will include a new focus on hypertension and public health, including major policy issues, that features research and reviews related to disease characteristics and management at the population level.