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体育锻炼改变了老年抑郁焦虑症状网络的拓扑结构和增加了其免疫力。

Physical Exercise Transforms the Topography and Increases the Invulnerability of the Symptom Network of Depression-Anxiety in the Elderly.

机构信息

Department of Physical Education, Northwestern Polytechnical University, Xi'an, Shanxi, China.

School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, Shanxi, China.

出版信息

Clin Psychol Psychother. 2024 Mar-Apr;31(2):e2971. doi: 10.1002/cpp.2971.

Abstract

BACKGROUND AND OBJECTIVES

Depression and anxiety often co-occur and have worse impacts on the elderly when experienced simultaneously. Although physical exercise may alleviate depression and anxiety, how it affects the specific symptoms is not fully understood.

METHODS

A total of 8884 participants was selected from the 2018 CLHLS database. The 10-item Center for Epidemiologic Studies Depression Scale (CESD-10) and the Generalized Anxiety Disorder Scale-7 (GAD-7) were used to assess depression and anxiety, respectively. Participants were divided into the exercise and the nonexercise groups using propensity score matching to minimize the influence of confounding variables. Depression-anxiety symptom networks were constructed, and network indexes were computed for each group, based on various packages of R. By computing network connectivity, invulnerability simulation was used to investigate the role of physical exercise in network robustness.

RESULTS

Both groups had D3 (sad mood), A4 (trouble relaxing) and A2 (uncontrollably worry) as central symptoms. In the exercise group, A1 (nervousness), A3 (too much worry) and D1 (bothered by little things) were the strongest bridge nodes. In the nonexercise group, A1 (nervousness), D1 (bothered by little things) and A4 (trouble relaxing) played this role. Participation in physical exercise decreased the centrality of D9 (cannot get doing) but increased the centrality of A3 (too much worry). Furthermore, the exercise group had higher network invulnerability than the nonexercise group under random attack conditions.

CONCLUSIONS

Physical exercise affected core symptoms of depression-anxiety and the interactions of symptoms. Targeting central or bridge nodes may be an effective intervention for alleviating the comorbidity. Increased network invulnerability manifested the positive effects of physical exercise.

摘要

背景与目的

抑郁和焦虑常同时发生,老年人同时患有这两种疾病时后果更严重。虽然运动可能会缓解抑郁和焦虑,但它对特定症状的影响尚不完全清楚。

方法

本研究从 2018 年中国健康与养老追踪调查(CLHLS)数据库中选取了 8884 名参与者。使用 10 项流行病学研究抑郁量表(CESD-10)和广泛性焦虑症量表-7 项(GAD-7)分别评估抑郁和焦虑症状。使用倾向评分匹配法将参与者分为运动组和非运动组,以尽量减少混杂因素的影响。基于 R 语言的各种软件包构建抑郁-焦虑症状网络,并计算每个组的网络指标。通过计算网络连接性,使用易损性模拟来研究身体锻炼在网络稳健性中的作用。

结果

两组的核心症状均为 D3(情绪低落)、A4(难以放松)和 A2(无法自控的担忧)。在运动组中,A1(紧张不安)、A3(过分担忧)和 D1(琐事困扰)是最强的桥梁节点。在非运动组中,A1(紧张不安)、D1(琐事困扰)和 A4(难以放松)起此作用。参加身体锻炼会降低 D9(无法做事)的中心度,但会增加 A3(过分担忧)的中心度。此外,在随机攻击条件下,运动组的网络易损性高于非运动组。

结论

身体锻炼会影响抑郁-焦虑的核心症状和症状之间的相互作用。针对核心或桥梁节点可能是缓解共病的有效干预措施。网络易损性的增加表明了身体锻炼的积极作用。

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