Department of Epidemiology & Biostatistics, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
The Second School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China.
BMC Public Health. 2024 Feb 20;24(1):522. doi: 10.1186/s12889-024-17742-4.
Studies on the association between estimated cardiorespiratory fitness (CRF) and changes in metabolic risk in the Chinese population are limited. This study aims to examine the associations between CRF and changes in metabolic risk.
We included 4,862 and 2,700 participants recruited from 28 provinces in the China Health and Retirement Longitudinal Study (CHARLS) in the baseline (Wave 1) and follow-up (Wave 4) analyses, respectively. CRF was calculated using sex-specific longitudinal non-exercise equations. Metabolic indicators included systolic blood pressure (SBP), diastolic blood pressure (DBP), triglyceride (TG), high-density lipoprotein cholesterol (HDL-C), and fasting plasma glucose (FPG) levels. The metabolic score was calculated as the number of changes in the above metabolic indicators above the 75th percentile of the distribution of changes (equal to or below the 25th percentile for HDL-C).
In the baseline analysis, CRF was negatively associated with SBP, DBP, TG, and FPG, and positively correlated with HDL-C after adjusting for age, smoking status, and drinking status (all P < 0.0001) in both males and females. In the follow-up analysis, higher baseline CRF was significantly related to a decrease in SBP, DBP, TG, FPG, and metabolic score (all P < 0.0005), and increased HDL-C (P < 0.0001) after further adjustment for corresponding baseline metabolic indicators. The associations remained significant after stratification by sex, except for the changes in HDL-C levels in females. Furthermore, improved CRF was associated with favorable changes in DBP, TG, HDL-C, FPG, and metabolic scores in all populations and males. Significant associations between changes in CRF and DBP, TG, and FPG levels were found in females.
Higher baseline CRF and improved CRF were associated with favorable changes in metabolic indicators.
关于评估心肺适能(CRF)与中国人群代谢风险变化之间关联的研究有限。本研究旨在探讨 CRF 与代谢风险变化之间的关系。
我们分别纳入了 4862 名和 2700 名参与者,他们来自中国健康与养老追踪调查(CHARLS)的 28 个省份,分别在基线(第 1 波)和随访(第 4 波)分析中。CRF 使用特定性别、纵向的非运动方程进行计算。代谢指标包括收缩压(SBP)、舒张压(DBP)、甘油三酯(TG)、高密度脂蛋白胆固醇(HDL-C)和空腹血糖(FPG)水平。代谢评分计算为上述代谢指标中变化超过分布第 75 百分位数(HDL-C 则为等于或低于第 25 百分位数)的数量。
在基线分析中,CRF 与 SBP、DBP、TG 和 FPG 呈负相关,与 HDL-C 呈正相关,在男性和女性中均经过年龄、吸烟状况和饮酒状况调整(均 P < 0.0001)。在随访分析中,较高的基线 CRF 与 SBP、DBP、TG、FPG 和代谢评分降低显著相关(均 P < 0.0005),并且在进一步调整相应的基线代谢指标后,HDL-C 增加(P < 0.0001)。在按性别分层后,除女性 HDL-C 水平变化外,这些关联仍然显著。此外,CRF 的改善与所有人群和男性的 DBP、TG、HDL-C、FPG 和代谢评分的有利变化相关。在女性中发现了 CRF 变化与 DBP、TG 和 FPG 水平之间的显著关联。
较高的基线 CRF 和改善的 CRF 与代谢指标的有利变化相关。