{"title":"中国中老年人群血小板与高密度脂蛋白胆固醇比值与心脏病事件风险的关系:利用CHARLS数据库的回顾性队列研究","authors":"Yating Huang, Xin Hou, Fang Lv, Zheng Gong","doi":"10.31083/RCM26403","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The association between the platelet to high-density lipoprotein cholesterol ratio (PHR) and the risk of a heart disease event remains unclear. This study aims to determine whether the PHR can identify individuals at high risk for heart disease events, with a particular focus on middle-aged and elderly Chinese individuals.</p><p><strong>Methods: </strong>The retrospective cohort study encompassed 7188 middle-aged and elderly participants (>45 years) sourced from the China Health and Retirement Longitudinal Study (CHARLS) database. This research utilized longitudinal data from 5 follow-up visits spanning 2011 to 2020, which encompassed the collection of demographic profiles and pertinent blood biomarkers. Kaplan-Meier survival analysis was conducted based on PHR quartiles, with differences assessed using the log-rank test. The Cox proportional hazards model evaluated PHR's hazard ratio (HR) as a predictor of outcome events, with trend tests applied. Restrictive cubic splines (RCS) were employed to explore associations. Subgroup analyses were performed to validate the robustness of the findings.</p><p><strong>Results: </strong>Baseline comparisons across quartiles of the PHR revealed a progressive increase in PHR values (133.16 vs 202.09 vs 267.04 vs 388.24), which corresponded to ascending incidence rates of heart disease (18.20% vs 18.64% vs 18.86% vs 21.59%) (<i>p <</i> 0.05). The Kaplan-Meier survival analysis of PHR quartile groups revealed a notable elevation in the incidence of cardiovascular events in Q4 compared to Q1, Q2, and Q3 throughout the follow-up period (log-rank <i>p <</i> 0.05). Upon adjustment for age, gender, stroke history, drinking, smoking, body mass index (BMI), white blood cell (WBC) count, fasting plasma glucose (FPG), creatinine (Cr), and triglyceride (TG), the Q4 group continued to exhibit a significantly elevated HR relative to Q1 (HR = 1.203, <i>p</i> = 0.023). Furthermore, RCS affirmed a linear association between PHR and heart disease events (Adjusted: Overall <i>p</i> = 0.014, Nonlinear <i>p</i> = 0.588). When analyzing by gender, high PHR was a risk factor for males (Q4: HR = 1.352, <i>p</i> = 0.019), but not for females (Q4: HR = 1.158, <i>p</i> = 0.166). Subgroup analysis indicates a significant association between higher PHR levels and increased risk of cardiac events compared to lower levels.</p><p><strong>Conclusions: </strong>Our study reveals a positive correlation between PHR levels and the incidence of heart disease events in middle-aged and elderly men in China. However, no such correlation was observed in female patients.</p>","PeriodicalId":20989,"journal":{"name":"Reviews in cardiovascular medicine","volume":"26 2","pages":"26403"},"PeriodicalIF":1.9000,"publicationDate":"2025-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11868875/pdf/","citationCount":"0","resultStr":"{\"title\":\"Association of the Platelets to High Density Lipoprotein Cholesterol Ratio and Risk of Heart Disease Events in Middle-Aged and Elderly Chinese Population: A Retrospective Cohort Study Utilizing the CHARLS Database.\",\"authors\":\"Yating Huang, Xin Hou, Fang Lv, Zheng Gong\",\"doi\":\"10.31083/RCM26403\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>The association between the platelet to high-density lipoprotein cholesterol ratio (PHR) and the risk of a heart disease event remains unclear. This study aims to determine whether the PHR can identify individuals at high risk for heart disease events, with a particular focus on middle-aged and elderly Chinese individuals.</p><p><strong>Methods: </strong>The retrospective cohort study encompassed 7188 middle-aged and elderly participants (>45 years) sourced from the China Health and Retirement Longitudinal Study (CHARLS) database. This research utilized longitudinal data from 5 follow-up visits spanning 2011 to 2020, which encompassed the collection of demographic profiles and pertinent blood biomarkers. Kaplan-Meier survival analysis was conducted based on PHR quartiles, with differences assessed using the log-rank test. The Cox proportional hazards model evaluated PHR's hazard ratio (HR) as a predictor of outcome events, with trend tests applied. Restrictive cubic splines (RCS) were employed to explore associations. Subgroup analyses were performed to validate the robustness of the findings.</p><p><strong>Results: </strong>Baseline comparisons across quartiles of the PHR revealed a progressive increase in PHR values (133.16 vs 202.09 vs 267.04 vs 388.24), which corresponded to ascending incidence rates of heart disease (18.20% vs 18.64% vs 18.86% vs 21.59%) (<i>p <</i> 0.05). The Kaplan-Meier survival analysis of PHR quartile groups revealed a notable elevation in the incidence of cardiovascular events in Q4 compared to Q1, Q2, and Q3 throughout the follow-up period (log-rank <i>p <</i> 0.05). Upon adjustment for age, gender, stroke history, drinking, smoking, body mass index (BMI), white blood cell (WBC) count, fasting plasma glucose (FPG), creatinine (Cr), and triglyceride (TG), the Q4 group continued to exhibit a significantly elevated HR relative to Q1 (HR = 1.203, <i>p</i> = 0.023). 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引用次数: 0
摘要
背景:血小板与高密度脂蛋白胆固醇比率(PHR)与心脏病事件风险之间的关系尚不清楚。本研究旨在确定PHR是否可以识别心脏病事件的高危人群,特别关注中国的中老年人群。方法:回顾性队列研究纳入来自中国健康与退休纵向研究(CHARLS)数据库的7188名中老年参与者(50 - 45岁)。本研究利用了2011年至2020年5次随访的纵向数据,其中包括人口统计资料和相关血液生物标志物的收集。Kaplan-Meier生存分析基于PHR四分位数,采用log-rank检验评估差异。Cox比例风险模型评估PHR的风险比(HR)作为结果事件的预测因子,并应用趋势检验。限制性三次样条(RCS)用于探讨相关性。进行亚组分析以验证研究结果的稳健性。结果:四分位数的PHR基线比较显示PHR值逐渐增加(133.16 vs 202.09 vs 267.04 vs 388.24),这对应于心脏病发病率上升(18.20% vs 18.64% vs 18.86% vs 21.59%) (p 0.05)。Kaplan-Meier生存分析显示,在整个随访期间,与Q1、Q2和Q3相比,Q4的心血管事件发生率显著升高(log-rank p 0.05)。在调整了年龄、性别、卒中史、饮酒、吸烟、体重指数(BMI)、白细胞(WBC)计数、空腹血糖(FPG)、肌酐(Cr)和甘油三酯(TG)等因素后,Q4组的HR仍明显高于Q1组(HR = 1.203, p = 0.023)。此外,RCS证实了PHR与心脏病事件之间的线性关联(调整后:总体p = 0.014,非线性p = 0.588)。按性别分析时,高PHR是男性的危险因素(Q4: HR = 1.352, p = 0.019),而非女性(Q4: HR = 1.158, p = 0.166)。亚组分析表明,与较低水平相比,较高的PHR水平与心脏事件风险增加之间存在显著关联。结论:我们的研究揭示了PHR水平与中国中老年男性心脏病事件发生率呈正相关。然而,在女性患者中没有观察到这种相关性。
Association of the Platelets to High Density Lipoprotein Cholesterol Ratio and Risk of Heart Disease Events in Middle-Aged and Elderly Chinese Population: A Retrospective Cohort Study Utilizing the CHARLS Database.
Background: The association between the platelet to high-density lipoprotein cholesterol ratio (PHR) and the risk of a heart disease event remains unclear. This study aims to determine whether the PHR can identify individuals at high risk for heart disease events, with a particular focus on middle-aged and elderly Chinese individuals.
Methods: The retrospective cohort study encompassed 7188 middle-aged and elderly participants (>45 years) sourced from the China Health and Retirement Longitudinal Study (CHARLS) database. This research utilized longitudinal data from 5 follow-up visits spanning 2011 to 2020, which encompassed the collection of demographic profiles and pertinent blood biomarkers. Kaplan-Meier survival analysis was conducted based on PHR quartiles, with differences assessed using the log-rank test. The Cox proportional hazards model evaluated PHR's hazard ratio (HR) as a predictor of outcome events, with trend tests applied. Restrictive cubic splines (RCS) were employed to explore associations. Subgroup analyses were performed to validate the robustness of the findings.
Results: Baseline comparisons across quartiles of the PHR revealed a progressive increase in PHR values (133.16 vs 202.09 vs 267.04 vs 388.24), which corresponded to ascending incidence rates of heart disease (18.20% vs 18.64% vs 18.86% vs 21.59%) (p < 0.05). The Kaplan-Meier survival analysis of PHR quartile groups revealed a notable elevation in the incidence of cardiovascular events in Q4 compared to Q1, Q2, and Q3 throughout the follow-up period (log-rank p < 0.05). Upon adjustment for age, gender, stroke history, drinking, smoking, body mass index (BMI), white blood cell (WBC) count, fasting plasma glucose (FPG), creatinine (Cr), and triglyceride (TG), the Q4 group continued to exhibit a significantly elevated HR relative to Q1 (HR = 1.203, p = 0.023). Furthermore, RCS affirmed a linear association between PHR and heart disease events (Adjusted: Overall p = 0.014, Nonlinear p = 0.588). When analyzing by gender, high PHR was a risk factor for males (Q4: HR = 1.352, p = 0.019), but not for females (Q4: HR = 1.158, p = 0.166). Subgroup analysis indicates a significant association between higher PHR levels and increased risk of cardiac events compared to lower levels.
Conclusions: Our study reveals a positive correlation between PHR levels and the incidence of heart disease events in middle-aged and elderly men in China. However, no such correlation was observed in female patients.
期刊介绍:
RCM is an international, peer-reviewed, open access journal. RCM publishes research articles, review papers and short communications on cardiovascular medicine as well as research on cardiovascular disease. We aim to provide a forum for publishing papers which explore the pathogenesis and promote the progression of cardiac and vascular diseases. We also seek to establish an interdisciplinary platform, focusing on translational issues, to facilitate the advancement of research, clinical treatment and diagnostic procedures. Heart surgery, cardiovascular imaging, risk factors and various clinical cardiac & vascular research will be considered.