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

医学 生物统计学 纵向研究 中国 公共卫生 流行病学 老年学 联想(心理学) 环境卫生 人口学 内科学 病理 哲学 认识论 社会学 政治学 法学
作者
Qian Gao,Pengfei Li,Lu Zhang,Muye Ma,Nan Zhang,Youhua Lu,Jinming Yu
出处
期刊:BMC Public Health [BioMed Central]
卷期号:25 (1)
标识
DOI:10.1186/s12889-025-22959-y
摘要

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. 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. 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. 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.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
1秒前
星辰大海应助虚心易云采纳,获得10
3秒前
4秒前
4秒前
秋水揽星河完成签到,获得积分10
4秒前
geyuanhong完成签到,获得积分10
4秒前
CodeCraft应助欢欢采纳,获得10
4秒前
5秒前
胡图图发布了新的文献求助10
5秒前
ZDD发布了新的文献求助10
7秒前
7秒前
高大的向南完成签到,获得积分10
8秒前
8秒前
洪武发布了新的文献求助10
9秒前
贪玩飞机发布了新的文献求助10
9秒前
科研通AI5应助跳跃尔琴采纳,获得10
9秒前
容珏完成签到 ,获得积分10
9秒前
桃花不用开了完成签到 ,获得积分10
10秒前
是述不是沭完成签到,获得积分10
10秒前
欢欢完成签到,获得积分20
11秒前
CodeCraft应助抗体药物偶联采纳,获得30
12秒前
111完成签到,获得积分10
12秒前
一团小煤球完成签到,获得积分10
13秒前
OCDer应助111采纳,获得500
14秒前
Akim应助迷你的水绿采纳,获得10
14秒前
小趴菜完成签到 ,获得积分10
15秒前
研沫儿完成签到,获得积分10
15秒前
16秒前
顾矜应助ZTT采纳,获得10
18秒前
思源应助胡图图采纳,获得10
20秒前
liang完成签到 ,获得积分10
21秒前
zzzz完成签到 ,获得积分10
22秒前
欣欣发布了新的文献求助10
22秒前
23秒前
CodeCraft应助Xiaopei采纳,获得10
24秒前
碧蓝咖啡豆完成签到 ,获得积分10
24秒前
26秒前
wzy完成签到 ,获得积分10
28秒前
雪零铃发布了新的文献求助10
28秒前
高分求助中
Mass producing individuality 600
Algorithmic Mathematics in Machine Learning 500
Разработка метода ускоренного контроля качества электрохромных устройств 500
Getting Published in SSCI Journals: 200+ Questions and Answers for Absolute Beginners 300
Advances in Underwater Acoustics, Structural Acoustics, and Computational Methodologies 300
Worked Bone, Antler, Ivory, and Keratinous Materials 200
The Physical Oceanography of the Arctic Mediterranean Sea 200
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 物理 生物化学 纳米技术 计算机科学 化学工程 内科学 复合材料 物理化学 电极 遗传学 量子力学 基因 冶金 催化作用
热门帖子
关注 科研通微信公众号,转发送积分 3828040
求助须知:如何正确求助?哪些是违规求助? 3370323
关于积分的说明 10462906
捐赠科研通 3090294
什么是DOI,文献DOI怎么找? 1700312
邀请新用户注册赠送积分活动 817813
科研通“疑难数据库(出版商)”最低求助积分说明 770458