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年轻人群中心肺适能与表型年龄的关联:一项基于美国国家健康与营养检查调查(NHANES)数据库的研究

Association of cardiorespiratory fitness with phenotypic age in younger population: a study based on the NHANES database.

作者信息

Shen Yi, Shen Wanying, Shen Yongyao, Chen Bo, Wu Cui, Jiang Liying

机构信息

Department of Epidemiology, School of Public Health, Nantong University, Nantong, Jiangsu, China.

Department of Epidemiology, College of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China.

出版信息

Front Sports Act Living. 2025 Jul 10;7:1503135. doi: 10.3389/fspor.2025.1503135. eCollection 2025.

Abstract

BACKGROUND

Phenotypic age (PA), a novel signature of morbidity and mortality risk based on clinically collected parameters, is considered one of the most promising biomarkers for capturing aging. However, unequivocal evidence on the link between cardiorespiratory fitness (CRF), assessed by estimated maximal oxygen consumption (Vo), and PA remains scarce, particularly within the first half of life. This study aims to explore the relationships between CRF and the age-adjusted value derived from the residuals of the regression of PA on chronological age (PhenoageAcceleration: PAA), uncovering the prognostic value of CRF in the early lifetime to provide perspectives for understanding and improving healthy aging.

METHODS

Data from 3,069 participants in the National Health and Nutrition Examination Survey (NHANES) were included and further examined. CRF status was determined by Vo according to gender and age-specific criteria, with low and moderate levels classified as impaired CRF. PA was calculated from multisystem blood biomarkers and chronological age. The association of CRF status with cross-sectional PAA was investigated, and subgroup analyses were further performed to explore and identify potentially vulnerable populations.

RESULTS

In the multivariable logistical regression analysis, maintenance of CRF was significantly and inversely associated with PAA, demonstrating a decreased risk of 42% in the high CRF group [OR (95% CI): 0.58 (0.36, 0.96),  = 0.033]. Compared with those with non-impaired CRF, those in the impaired group exhibited a rise in PA by 1.46 years [ (95% CI): 1.46 (1.03, 2.10),  = 0.040]. Interestingly, in the population of over 29 years' old, a significant interaction between obesity and impaired CRF for PAA was observed ( = 0.018;  = 0.026).

CONCLUSIONS

Poor CRF may serve as a potential risk factor for accelerated biological aging (BA) in relatively young populations, and the existence of obesity could exacerbate the aging process. This represents a potential intervention target for promoting healthy aging across different age groups in the future.

摘要

背景

表型年龄(PA)是一种基于临床收集参数的发病率和死亡率风险的新指标,被认为是捕捉衰老最有前景的生物标志物之一。然而,关于通过估计最大耗氧量(Vo₂)评估的心肺适能(CRF)与PA之间联系的确凿证据仍然很少,尤其是在生命的前半段。本研究旨在探讨CRF与从PA对实足年龄的回归残差得出的年龄校正值(表型年龄加速:PAA)之间的关系,揭示CRF在生命早期的预后价值,为理解和改善健康衰老提供视角。

方法

纳入并进一步检查了来自国家健康与营养检查调查(NHANES)的3069名参与者的数据。根据性别和年龄特异性标准,通过Vo₂确定CRF状态,低水平和中等水平归类为CRF受损。PA由多系统血液生物标志物和实足年龄计算得出。研究了CRF状态与横断面PAA的关联,并进一步进行亚组分析以探索和识别潜在的脆弱人群。

结果

在多变量逻辑回归分析中,维持CRF与PAA显著负相关,高CRF组风险降低42% [OR(95%CI):0.58(0.36,0.96),P = 0.033]。与CRF未受损者相比,受损组的PA增加了1.46岁 [β(95%CI):1.46(1.03,2.10),P = 0.040]。有趣的是,在29岁以上人群中,观察到肥胖与CRF受损对PAA有显著交互作用(P = 0.018;R² = 0.026)。

结论

较差的CRF可能是相对年轻人群生物衰老(BA)加速的潜在危险因素,肥胖的存在可能会加剧衰老过程。这代表了未来促进不同年龄组健康衰老的潜在干预靶点。

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