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衰弱及其轨迹与癌症风险的关联:来自中国健康与养老追踪调查(CHARLS)的证据。

Association of frailty and its trajectory with the risk of cancer: evidence from the China health and retirement longitudinal study (CHARLS).

作者信息

Gao Qian, Li Pengfei, Lu Zhengyang, Ma Muye, Zhang Nan, Lu Youhua, Yu Jinming

机构信息

School of Public Health, Shandong Second Medical University, Weifang, Shandong, 261053, China.

Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, 250117, China.

出版信息

BMC Public Health. 2025 May 15;25(1):1797. doi: 10.1186/s12889-025-22959-y.

Abstract

BACKGROUND

Frailty can be identified in both middle-aged and older adults. However, longitudinal studies that examine whether frailty is associated with incident cancer are currently lacking. This study aimed to comprehensively examine the impact of baseline frailty levels and their changing trajectories over time on the risk of cancer.

METHODS

We assessed frailty status using the frailty index based on data from the China Health and Retirement Longitudinal Study (CHARLS) from 2011 to 2020. First, the association between baseline frailty and cancer risk was analyzed using the Cox proportional hazards model. Second, based on the CHARLS data from 2011 to 2020, we used Group-based trajectory modeling (GBTM) to identify trajectories of frailty development during the four follow-up periods from 2011 to 2020. Cox proportional hazards model was used to analyze the association between frailty trajectories and the risk of cancer incidence during the follow-up period.

RESULTS

A total of 17,708 participants were involved at the baseline survey in CHARLS 2011. During a mean follow-up period of 8.05 years, 248 cancer events occurred. Compared with non-frailty individuals, participants in pre-frailty and frailty states had a 34% (hazard ratio [HR]: 1.34, 95% confidence interval [CI]: 1.03-1.75) and 66% (HR: 1.66, 95% CI: 1.07-2.56) increased risk of overall cancer incidence, respectively. Based on repeated measurements from 2011 to 2018, three trajectories of frailty were identified among 9,173 participants. Compared to the low-level stable group, the high-level increase group had the highest risk of cancer, with an associated HR (95% CI) of 5.43 (1.07-5.73). This was followed by the medium-level increase group, with an associated HR (95% CI 2.86 (1.27-6.43). When stratified by sex and age, participants aged ≥ 60 years and female participants in the high-level increase frailty group had a higher risk of developing cancer.

CONCLUSION

Frailty is associated with cancer risk. Medium and high levels of the frailty index are significantly associated with an increased risk of cancer incidence. In addition, more attention should be paid to the risk of cancer in people aged ≥ 60 years and in women with high levels of frailty.

摘要

背景

中年人和老年人中均可识别出衰弱。然而,目前缺乏关于衰弱是否与新发癌症相关的纵向研究。本研究旨在全面考察基线衰弱水平及其随时间变化的轨迹对癌症风险的影响。

方法

我们基于中国健康与养老追踪调查(CHARLS)2011年至2020年的数据,使用衰弱指数评估衰弱状态。首先,采用Cox比例风险模型分析基线衰弱与癌症风险之间的关联。其次,基于CHARLS 2011年至2020年的数据,我们使用群组轨迹模型(GBTM)来识别2011年至2020年四个随访期内衰弱发展的轨迹。采用Cox比例风险模型分析衰弱轨迹与随访期内癌症发病风险之间的关联。

结果

2011年CHARLS基线调查共纳入17,708名参与者。在平均8.05年的随访期内,发生了248例癌症事件。与非衰弱个体相比,衰弱前期和衰弱状态的参与者总体癌症发病率风险分别增加34%(风险比[HR]:1.34,95%置信区间[CI]:1.03 - 1.75)和66%(HR:1.66,95%CI:1.07 - 2.56)。基于2011年至2018年的重复测量,在9,173名参与者中识别出三种衰弱轨迹。与低水平稳定组相比,高水平上升组患癌症的风险最高,相关HR(95%CI)为5.43(1.07 - 5.73)。其次是中等水平上升组,相关HR(95%CI)为2.86(1.27 - 6.43)。按性别和年龄分层时,年龄≥60岁的参与者以及高水平上升衰弱组中的女性参与者患癌症的风险更高。

结论

衰弱与癌症风险相关。中等和高水平的衰弱指数与癌症发病率风险增加显著相关。此外,应更多关注年龄≥60岁的人群以及衰弱水平高的女性患癌症的风险。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4a58/12080056/a9da31513810/12889_2025_22959_Fig1_HTML.jpg

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