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钙摄入量与充血性心力衰竭风险之间的关联:一项基于2003 - 2018年美国国家健康与营养检查调查(NHANES)数据库的横断面研究。

Association between calcium intake and risk of congestive heart failure: a cross-sectional study from the 2003-2018 NHANES database.

作者信息

Zhu Bo, Wan Li, Chen Xingyu, Wang Zihan, Rao Haiwei, Li Qing, Huang Chen

机构信息

State Key Laboratory of Quality Research in Chinese Medicine, Faculty of Chinese Medicine, Macau University of Science and Technology, Macau, 999078, China.

Department of Cardiovascular Medicine, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, 330008, China.

出版信息

BMC Cardiovasc Disord. 2025 Jul 18;25(1):518. doi: 10.1186/s12872-025-05008-9.

Abstract

BACKGROUND

Congestive heart failure (CHF) is a critical condition resulting from impaired blood pumping, leading to fluid accumulation. While calcium plays a vital role in skeletal health and muscle contraction, its potential in preventing CHF remains unclear.

OBJECTIVES

This study aimed to investigate the relationship between calcium intake and the risk of CHF using data from the National Health and Nutrition Examination Survey (NHANES) collected between 2003 and 2018.

METHODS

After completing the questionnaire, participants were classified into CHF and control groups, with calcium intake considered as the primary exposure variable, alongside categorical factors such as age and race. Statistical analyses included t-tests and chi-square tests. A subsequent risk stratification analysis assessed the impact of various covariates on CHF. Additionally, Least Absolute Shrinkage and Selection Operator (LASSO) regression was applied to identify optimal predictor variables, and model performance was evaluated using the receiver operating characteristic curve.

RESULTS

A total of 3,083 participants were included in the study. Baseline characteristics revealed significant differences in race (p = 0.004), education (p = 0.019), fasting glucose (p = 0.047), and calcium intake (p = 0.020) between the CHF and control groups. In model 3, calcium intake was significantly associated with a reduced risk of CHF (p < 0.001, OR = 6.37 × 10, 95% CI = 1.47 × 10 - 1.13 × 10), acting as a protective factor (OR < 1, 95% CI = 1 × 10 - 1 × 10). LASSO regression further identified calcium intake as a predictor variable.

CONCLUSION

Calcium intake serves as a protective factor against CHF, potentially lowering its risk. These findings provide theoretical support for the prevention and diagnosis of CHF.

摘要

背景

充血性心力衰竭(CHF)是一种因血液泵血功能受损导致液体潴留的危急病症。虽然钙在骨骼健康和肌肉收缩中起着至关重要的作用,但其在预防CHF方面的潜力仍不明确。

目的

本研究旨在利用2003年至2018年期间收集的美国国家健康与营养检查调查(NHANES)数据,调查钙摄入量与CHF风险之间的关系。

方法

完成问卷调查后,参与者被分为CHF组和对照组,将钙摄入量作为主要暴露变量,同时考虑年龄和种族等分类因素。统计分析包括t检验和卡方检验。随后的风险分层分析评估了各种协变量对CHF的影响。此外,应用最小绝对收缩和选择算子(LASSO)回归来识别最佳预测变量,并使用受试者工作特征曲线评估模型性能。

结果

本研究共纳入3083名参与者。基线特征显示,CHF组和对照组在种族(p = 0.004)、教育程度(p = 0.019)、空腹血糖(p = 0.047)和钙摄入量(p = 0.020)方面存在显著差异。在模型3中,钙摄入量与CHF风险降低显著相关(p < 0.001,OR = 6.37×10,95%CI = 1.47×10 - 1.13×10),作为保护因素(OR < 1,95%CI = 1×10 - 1×10)。LASSO回归进一步将钙摄入量确定为预测变量。

结论

钙摄入量是预防CHF的保护因素,可能降低其风险。这些发现为CHF的预防和诊断提供了理论支持。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/40f3/12273033/00a6166260d2/12872_2025_5008_Fig1_HTML.jpg

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