Suppr超能文献

老年慢性心力衰竭患者认知衰弱的相关因素:基于LASSO-逻辑回归分析

Associating factors of cognitive frailty among older people with chronic heart failure: Based on LASSO-logistic regression.

作者信息

Gou Dengqun, Min Changhang, Peng Xiaofeng, Wu Hemei, Zhang Lu, Chen Yu, Tao Ming

机构信息

Department of Nursing, Affiliated Hospital of Zunyi Medical University, Zunyi, P. R. China.

Department of Laboratory Medicine, Affiliated Hospital of Zunyi Medical University, Zunyi, P. R. China.

出版信息

J Adv Nurs. 2025 Mar;81(3):1399-1411. doi: 10.1111/jan.16352. Epub 2024 Jul 30.

Abstract

AIM

To analyse factors associated with cognitive frailty among older chronic heart failure patients in China.

DESIGN

A cross-sectional design.

METHODS

Between August 2021 and November 2022, a total of 421 chronic heart failure patients (age ≥60 years) were randomly selected from the cardiology department of the affiliated hospital of Zunyi Medical University. The FRAIL scale, Mini-Mental State Examination, 15-item Geriatric Depression Scale, Social Support Rating Scale, Short-form Mini Nutritional Assessment and Pittsburgh Sleep Quality Index were utilized for measurement and evaluation. The demographic and clinical characteristics of patients were collected. To select initial variables, the Least Absolute Shrinkage Selection Operator was applied, and then logistic regression analysis was used to confirm associating factors.

RESULTS

Among 421 elderly people with chronic heart failure, 83 cases (19.7%) showed cognitive frailty. Of 31 variables, seven were selected by Least Absolute Shrinkage Selection Operator regression. Finally, multivariate logistic regression revealed that the age, monthly salary, drinking, NYHA classification, length of hospital stay, depression and malnutrition risk/malnutrition were independently associated with cognitive frailty.

CONCLUSION

The high proportion of cognitive frailty in older people with chronic heart failure should be concerned. Additionally, in the setting of cognitive frailty, efforts to diagnose it and develop interventions to prevent or reverse cognitive frailty status among older chronic heart failure patients are necessary.

IMPACT

The findings of our study highlight the necessity to evaluate cognitive frailty in older people with chronic heart failure and provide a new perspective and scientific basis for medical staff to develop individualized and specific interventions to prevent or reverse cognitive frailty status.

REPORTING METHOD

This study has been reported in compliance with STROBE reporting guidelines for cross-sectional studies.

PATIENT OR PUBLIC CONTRIBUTION

No Patient or Public Contribution.

摘要

目的

分析中国老年慢性心力衰竭患者认知衰弱的相关因素。

设计

横断面设计。

方法

2021年8月至2022年11月期间,从遵义医科大学附属医院心内科随机选取421例慢性心力衰竭患者(年龄≥60岁)。采用衰弱量表、简易精神状态检查表、15项老年抑郁量表、社会支持评定量表、简版微型营养评定量表和匹兹堡睡眠质量指数进行测量和评估。收集患者的人口统计学和临床特征。为选择初始变量,应用最小绝对收缩选择算子,然后采用逻辑回归分析确定相关因素。

结果

421例老年慢性心力衰竭患者中,83例(19.7%)存在认知衰弱。在31个变量中,最小绝对收缩选择算子回归选择了7个。最后,多因素逻辑回归显示,年龄、月工资、饮酒、纽约心脏病协会心功能分级、住院时间、抑郁以及营养不良风险/营养不良与认知衰弱独立相关。

结论

老年慢性心力衰竭患者认知衰弱比例较高,应引起关注。此外,在认知衰弱的情况下,有必要努力对其进行诊断,并制定干预措施以预防或逆转老年慢性心力衰竭患者的认知衰弱状态。

影响

我们的研究结果强调了评估老年慢性心力衰竭患者认知衰弱的必要性,并为医护人员制定个性化和具体的干预措施以预防或逆转认知衰弱状态提供了新的视角和科学依据。

报告方法

本研究已按照横断面研究的STROBE报告指南进行报告。

患者或公众贡献

无患者或公众贡献。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验