{"title":"维生素D作为c反应蛋白与白蛋白比率和老年人群充血性心力衰竭之间的关键中介:使用NHANES数据库的创新探索","authors":"Yufeng Wei, Zhaofeng Zhang","doi":"10.31083/RCM37740","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The C-reactive protein-to-albumin ratio (CAR), a marker of inflammation and nutritional status (calculated as C-reactive protein [CRP]/albumin [ALB]), is associated with increased mortality in congestive heart failure (CHF). However, whether vitamin D modulates the CAR-CHF relationship remains unclear. Using data from the National Health and Nutrition Examination Survey (NHANES), this study aimed to investigate the mediating role of vitamin D in the association between CAR and CHF among older adults, with implications for cardiovascular disease prevention.</p><p><strong>Methods: </strong>Data from NHANES 2001-2010 were analyzed, including adults aged ≥65 years. Multivariate logistic regression was used to assess the independent association of CAR and 25-hydroxyvitamin D [25(OH)D] with CHF. Pearson correlation evaluated bivariate relationships between continuous variables (vitamin D, CAR), while Spearman correlation assessed associations between the dichotomous CHF status and continuous variables (vitamin D, CAR). Mediation analysis (Hayes' PROCESS Model 4, 5000 bootstrap samples) tested whether 25(OH)D mediated the CAR-CHF link. Subgroup analyses explored effect modification by age, sex, and comorbidities.</p><p><strong>Results: </strong>A total of 4128 participants (mean age: 70.0 years; 55.81% male) were included, with 247 (5.98%) diagnosed with CHF. Vitamin D deficiency (25(OH)D <20 ng/mL) and insufficiency (20-30 ng/mL) were prevalent (71.2%). Key findings included: Bivariate associations: Lower 25(OH)D correlated with higher CAR (r = -0.12, <i>p</i> = 0.004) and increased CHF risk (Spearman ρ = -0.061, <i>p</i> < 0.01), while CAR was positively correlated with CHF (Spearman ρ = 0.080, <i>p</i> < 0.01). Multivariate analysis: CAR was an independent risk factor for CHF (adjusted OR for highest vs. lowest quartile: 1.96, 95% confidence interval (CI): 1.31-2.95, <i>p</i> < 0.001; <i>p</i>-trend < 0.001. Vitamin D sufficiency (25(OH)D ≥30 ng/mL) was associated with a lower CHF risk compared to deficiency (25(OH)D <20 ng/mL, OR: 0.56, 95% CI: 0.38-0.83, <i>p</i> = 0.003), indicating that deficiency was indirectly linked to higher risk. Mediation effect: 25(OH)D partially mediated the CAR-CHF association, explaining 3.00% of the total effect (indirect effect: 0.002, 95% CI: 0.001-0.005, <i>p</i> = 0.039). Predictive value: CAR had modest accuracy for CHF (area under the curve (AUC) = 0.597, 95% CI: 0.560-0.634), with an optimal cut-off of 0.149 (sensitivity: 59.1%, specificity: 56.4%).</p><p><strong>Conclusion: </strong>Elevated CAR and vitamin D deficiency are independently associated with increased CHF risk in older adults. Vitamin D partially mediated the association between CAR and CHF, underscoring its role in linking inflammation/nutrition status to cardiovascular risk. Clinicians should monitor both biomarkers in CHF prevention, prioritizing inflammation control and vitamin D repletion in high-risk populations.</p>","PeriodicalId":20989,"journal":{"name":"Reviews in cardiovascular medicine","volume":"26 7","pages":"37740"},"PeriodicalIF":1.3000,"publicationDate":"2025-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12326401/pdf/","citationCount":"0","resultStr":"{\"title\":\"Vitamin D as a Key Mediator Between C-reactive Protein to Albumin Ratio and Congestive Heart Failure in an Elderly Population: An Innovative Exploration Using the NHANES Database.\",\"authors\":\"Yufeng Wei, Zhaofeng Zhang\",\"doi\":\"10.31083/RCM37740\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>The C-reactive protein-to-albumin ratio (CAR), a marker of inflammation and nutritional status (calculated as C-reactive protein [CRP]/albumin [ALB]), is associated with increased mortality in congestive heart failure (CHF). However, whether vitamin D modulates the CAR-CHF relationship remains unclear. Using data from the National Health and Nutrition Examination Survey (NHANES), this study aimed to investigate the mediating role of vitamin D in the association between CAR and CHF among older adults, with implications for cardiovascular disease prevention.</p><p><strong>Methods: </strong>Data from NHANES 2001-2010 were analyzed, including adults aged ≥65 years. Multivariate logistic regression was used to assess the independent association of CAR and 25-hydroxyvitamin D [25(OH)D] with CHF. Pearson correlation evaluated bivariate relationships between continuous variables (vitamin D, CAR), while Spearman correlation assessed associations between the dichotomous CHF status and continuous variables (vitamin D, CAR). Mediation analysis (Hayes' PROCESS Model 4, 5000 bootstrap samples) tested whether 25(OH)D mediated the CAR-CHF link. Subgroup analyses explored effect modification by age, sex, and comorbidities.</p><p><strong>Results: </strong>A total of 4128 participants (mean age: 70.0 years; 55.81% male) were included, with 247 (5.98%) diagnosed with CHF. Vitamin D deficiency (25(OH)D <20 ng/mL) and insufficiency (20-30 ng/mL) were prevalent (71.2%). Key findings included: Bivariate associations: Lower 25(OH)D correlated with higher CAR (r = -0.12, <i>p</i> = 0.004) and increased CHF risk (Spearman ρ = -0.061, <i>p</i> < 0.01), while CAR was positively correlated with CHF (Spearman ρ = 0.080, <i>p</i> < 0.01). Multivariate analysis: CAR was an independent risk factor for CHF (adjusted OR for highest vs. lowest quartile: 1.96, 95% confidence interval (CI): 1.31-2.95, <i>p</i> < 0.001; <i>p</i>-trend < 0.001. Vitamin D sufficiency (25(OH)D ≥30 ng/mL) was associated with a lower CHF risk compared to deficiency (25(OH)D <20 ng/mL, OR: 0.56, 95% CI: 0.38-0.83, <i>p</i> = 0.003), indicating that deficiency was indirectly linked to higher risk. Mediation effect: 25(OH)D partially mediated the CAR-CHF association, explaining 3.00% of the total effect (indirect effect: 0.002, 95% CI: 0.001-0.005, <i>p</i> = 0.039). Predictive value: CAR had modest accuracy for CHF (area under the curve (AUC) = 0.597, 95% CI: 0.560-0.634), with an optimal cut-off of 0.149 (sensitivity: 59.1%, specificity: 56.4%).</p><p><strong>Conclusion: </strong>Elevated CAR and vitamin D deficiency are independently associated with increased CHF risk in older adults. Vitamin D partially mediated the association between CAR and CHF, underscoring its role in linking inflammation/nutrition status to cardiovascular risk. Clinicians should monitor both biomarkers in CHF prevention, prioritizing inflammation control and vitamin D repletion in high-risk populations.</p>\",\"PeriodicalId\":20989,\"journal\":{\"name\":\"Reviews in cardiovascular medicine\",\"volume\":\"26 7\",\"pages\":\"37740\"},\"PeriodicalIF\":1.3000,\"publicationDate\":\"2025-07-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12326401/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Reviews in cardiovascular medicine\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.31083/RCM37740\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/7/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q3\",\"JCRName\":\"CARDIAC & CARDIOVASCULAR SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Reviews in cardiovascular medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.31083/RCM37740","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/7/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
引用次数: 0
摘要
背景:c反应蛋白与白蛋白比率(CAR)是炎症和营养状况的标志(以c反应蛋白[CRP]/白蛋白[ALB]计算)与充血性心力衰竭(CHF)死亡率增加有关。然而,维生素D是否调节CAR-CHF的关系仍不清楚。利用国家健康和营养调查(NHANES)的数据,本研究旨在调查维生素D在老年人CAR和CHF之间的关联中的中介作用,以及对心血管疾病预防的影响。方法:对2001-2010年NHANES数据进行分析,纳入年龄≥65岁的成年人。采用多因素logistic回归评估CAR和25-羟基维生素D [25(OH)D]与CHF的独立相关性。Pearson相关性评估连续变量(维生素D, CAR)之间的双变量关系,而Spearman相关性评估二分类CHF状态与连续变量(维生素D, CAR)之间的关联。中介分析(Hayes’PROCESS模型4,5000个bootstrap样本)检验了25(OH)D是否介导CAR-CHF联系。亚组分析探讨了年龄、性别和合并症对疗效的影响。结果:共有4128名参与者(平均年龄:70.0岁;55.81%为男性),其中247例(5.98%)诊断为CHF。维生素D缺乏(25(OH)D p = 0.004)与CHF风险增加(Spearman ρ = -0.061, p < 0.01), CAR与CHF呈正相关(Spearman ρ = 0.080, p < 0.01)。多因素分析:CAR是CHF的独立危险因素(最高四分位数vs最低四分位数调整OR: 1.96, 95%可信区间(CI): 1.31-2.95, p < 0.001;p趋势< 0.001。与缺乏维生素D (25(OH)D p = 0.003)相比,维生素D充足(25(OH)D≥30 ng/mL)与较低的CHF风险相关,表明维生素D缺乏与较高的风险间接相关。中介效应:25(OH)D部分介导CAR-CHF关联,解释了3.00%的总效应(间接效应:0.002,95% CI: 0.001-0.005, p = 0.039)。预测价值:CAR对CHF具有中等准确度(曲线下面积(AUC) = 0.597, 95% CI: 0.560-0.634),最佳临界值为0.149(敏感性:59.1%,特异性:56.4%)。结论:CAR升高和维生素D缺乏与老年人CHF风险增加独立相关。维生素D部分介导了CAR和CHF之间的关联,强调了其在炎症/营养状况与心血管风险之间的作用。临床医生应监测预防CHF的生物标志物,优先考虑高危人群的炎症控制和维生素D补充。
Vitamin D as a Key Mediator Between C-reactive Protein to Albumin Ratio and Congestive Heart Failure in an Elderly Population: An Innovative Exploration Using the NHANES Database.
Background: The C-reactive protein-to-albumin ratio (CAR), a marker of inflammation and nutritional status (calculated as C-reactive protein [CRP]/albumin [ALB]), is associated with increased mortality in congestive heart failure (CHF). However, whether vitamin D modulates the CAR-CHF relationship remains unclear. Using data from the National Health and Nutrition Examination Survey (NHANES), this study aimed to investigate the mediating role of vitamin D in the association between CAR and CHF among older adults, with implications for cardiovascular disease prevention.
Methods: Data from NHANES 2001-2010 were analyzed, including adults aged ≥65 years. Multivariate logistic regression was used to assess the independent association of CAR and 25-hydroxyvitamin D [25(OH)D] with CHF. Pearson correlation evaluated bivariate relationships between continuous variables (vitamin D, CAR), while Spearman correlation assessed associations between the dichotomous CHF status and continuous variables (vitamin D, CAR). Mediation analysis (Hayes' PROCESS Model 4, 5000 bootstrap samples) tested whether 25(OH)D mediated the CAR-CHF link. Subgroup analyses explored effect modification by age, sex, and comorbidities.
Results: A total of 4128 participants (mean age: 70.0 years; 55.81% male) were included, with 247 (5.98%) diagnosed with CHF. Vitamin D deficiency (25(OH)D <20 ng/mL) and insufficiency (20-30 ng/mL) were prevalent (71.2%). Key findings included: Bivariate associations: Lower 25(OH)D correlated with higher CAR (r = -0.12, p = 0.004) and increased CHF risk (Spearman ρ = -0.061, p < 0.01), while CAR was positively correlated with CHF (Spearman ρ = 0.080, p < 0.01). Multivariate analysis: CAR was an independent risk factor for CHF (adjusted OR for highest vs. lowest quartile: 1.96, 95% confidence interval (CI): 1.31-2.95, p < 0.001; p-trend < 0.001. Vitamin D sufficiency (25(OH)D ≥30 ng/mL) was associated with a lower CHF risk compared to deficiency (25(OH)D <20 ng/mL, OR: 0.56, 95% CI: 0.38-0.83, p = 0.003), indicating that deficiency was indirectly linked to higher risk. Mediation effect: 25(OH)D partially mediated the CAR-CHF association, explaining 3.00% of the total effect (indirect effect: 0.002, 95% CI: 0.001-0.005, p = 0.039). Predictive value: CAR had modest accuracy for CHF (area under the curve (AUC) = 0.597, 95% CI: 0.560-0.634), with an optimal cut-off of 0.149 (sensitivity: 59.1%, specificity: 56.4%).
Conclusion: Elevated CAR and vitamin D deficiency are independently associated with increased CHF risk in older adults. Vitamin D partially mediated the association between CAR and CHF, underscoring its role in linking inflammation/nutrition status to cardiovascular risk. Clinicians should monitor both biomarkers in CHF prevention, prioritizing inflammation control and vitamin D repletion in high-risk populations.
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.