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多状态马尔可夫模型下认知脆弱的转变和预测因素:一项队列研究。

The transitions and predictors of cognitive frailty with multi-state Markov model: a cohort study.

机构信息

State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, 361102, Fujian, China.

Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, Xiamen, China.

出版信息

BMC Geriatr. 2022 Jul 1;22(1):550. doi: 10.1186/s12877-022-03220-2.

Abstract

BACKGROUND

Cognitive frailty (CF) is characterized by the simultaneous presence of physical frailty and cognitive impairment. Previous studies have investigated its prevalence and impact on different adverse health-related outcomes. Few studies have focused on the progression and reversibility of CF and their potential predictors.

METHODS

Data were derived from the China Health and Retirement Longitudinal Study (CHARLS). A total of 4051 older adults with complete data on three waves of the survey (2011, 2013, and 2015) were included and categorized into four groups: normal state (NS), cognitive impairment (CI) only, physical frailty (PF) only and CF (with both PF and CI). A multi-state Markov model was constructed to explore the transitions and predicting factors of CF.

RESULTS

The incidence and improvement rates of CF were 1.70 and 11.90 per 100 person-years, respectively. The 1-year transition probability of progression to CF in those with CI was higher than that in the PF population (0.340 vs. 0.054), and those with CF were more likely to move to PF (0.208). Being female [hazard ratio (HR) = 1.46, 95%CI = 1.06, 2.02)], dissatisfied with life (HR = 4.94, 95%CI = 1.04, 23.61), had a history of falls (HR = 2.36, 95%CI = 1.02, 5.51), rural household registration (HR = 2.98, 95%CI = 1.61, 5.48), multimorbidity (HR = 2.17, 95%CI = 1.03, 4.59), and depression (HR = 1.75, 95%CI = 1.26, 2.45) increased the risk of progression to CF, whereas literacy (HR = 0.46, 95%CI = 0.33, 0.64) decreased such risk. Depression (HR = 0.43, 95%CI = 0.22, 0.84) reduced the likelihood of CF improvement, whereas literacy (HR = 2.23, 95%CI = 1.63, 3.07) increased such likelihood.

CONCLUSIONS

Cognitive frailty is a dynamically changing condition in older adults. Possible interventions aimed at preventing the onset and facilitating the recovery of cognitive frailty should focus on improving cognitive function in older adults.

摘要

背景

认知脆弱(CF)的特征是身体脆弱和认知障碍同时存在。先前的研究已经调查了其在不同不良健康相关结局中的患病率和影响。很少有研究关注 CF 的进展和逆转及其潜在的预测因素。

方法

数据来自中国健康与养老追踪调查(CHARLS)。共纳入了 4051 名在三次调查(2011 年、2013 年和 2015 年)中具有完整数据的老年人,并将其分为四组:正常状态(NS)、认知障碍(CI)仅、身体脆弱(PF)仅和 CF(同时存在 PF 和 CI)。构建了多状态马尔可夫模型,以探讨 CF 的转移和预测因素。

结果

CF 的发病率和改善率分别为每 100 人年 1.70 和 11.90。CI 患者向 CF 进展的 1 年转移概率高于 PF 人群(0.340 比 0.054),而 CF 患者更有可能向 PF 转移(0.208)。女性(HR=1.46,95%CI=1.06,2.02)、生活不满(HR=4.94,95%CI=1.04,23.61)、有跌倒史(HR=2.36,95%CI=1.02,5.51)、农村户籍(HR=2.98,95%CI=1.61,5.48)、多种合并症(HR=2.17,95%CI=1.03,4.59)和抑郁(HR=1.75,95%CI=1.26,2.45)增加了向 CF 进展的风险,而文化程度(HR=0.46,95%CI=0.33,0.64)降低了这种风险。抑郁(HR=0.43,95%CI=0.22,0.84)降低了 CF 改善的可能性,而文化程度(HR=2.23,95%CI=1.63,3.07)增加了这种可能性。

结论

认知脆弱是老年人中一种动态变化的情况。旨在预防认知脆弱症发生和促进认知脆弱症康复的可能干预措施应侧重于改善老年人的认知功能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9e2e/9248089/6c649058ba40/12877_2022_3220_Fig1_HTML.jpg

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