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比较全球大流行期间处于适应力强和适应力弱轨迹的个体之间的精神症状网络。

Comparing psychiatric symptom networks between individuals in resilience and non-resilience trajectories of adaptation amid the global pandemic.

作者信息

Li Crystal Jingru, Tao Tiffany Junchen, Tang Joey, Bonanno George A, Hou Wai Kai

机构信息

Centre for Psychosocial Health, The Education University of Hong Kong, Hong Kong SAR, China.

Centre for Psychosocial Health, The Education University of Hong Kong, Hong Kong SAR, China; Department of Psychological Science, University of California, Irvine, CA, USA.

出版信息

J Affect Disord. 2025 May 1;376:386-397. doi: 10.1016/j.jad.2025.01.102. Epub 2025 Jan 20.

Abstract

OBJECTIVE

The current study compared symptom networks between individuals exhibiting resilience and non-resilience trajectories of adaptation two years after the COVID-19 outbreak.

METHOD

A population-representative sample (N = 906) reported symptoms of anxiety and depression in February-July 2020 (T1), March-August 2021 (T2), and September 2021-February 2022 (T3), as well as symptoms of post-traumatic stress disorder (PTSD) and adjustment disorder (AD) at T3. After differentiating between individuals with resilience and non-resilience trajectories using growth mixture modeling, network analyses were conducted to investigate group differences in T3 network symptoms (undirected and directed).

RESULTS

Despite non-significant group differences (M = 0.184, p = .380; S = 0.096, p = .681), distinctive qualitative characteristics were observed between networks. Difficulty relaxing was identified as the single root cause in the more diffused resilience network, with anxiety and depressive symptoms as additional starting points in the non-resilience network, which was more interconnected into clusters with clear-cut diagnostic boundaries. Sad mood demonstrated a transdiagnostic communicative role across common mental disorders.

CONCLUSION

Our results contribute to the understanding of anxiety-depression-PTSD-AD symptom networks in resilient and non-resilient individuals by highlighting the consequences of heterogeneity in adaptation capacity in the development of pandemic-related psychopathology.

摘要

目的

本研究比较了在新冠疫情爆发两年后表现出适应力和非适应力轨迹的个体之间的症状网络。

方法

一个具有人口代表性的样本(N = 906)报告了2020年2月至7月(T1)、2021年3月至8月(T2)以及2021年9月至2022年2月(T3)期间的焦虑和抑郁症状,以及在T3时的创伤后应激障碍(PTSD)和适应障碍(AD)症状。在使用生长混合模型区分出具有适应力和非适应力轨迹的个体后,进行网络分析以研究T3网络症状(无向和有向)的组间差异。

结果

尽管组间差异不显著(M = 0.184,p = 0.380;S = 0.096,p = 0.681),但在网络之间观察到了独特的质性特征。在更分散的适应力网络中,难以放松被确定为单一的根本原因,而在非适应力网络中,焦虑和抑郁症状是额外的起始点,该网络更多地相互连接成具有明确诊断界限的簇。悲伤情绪在常见精神障碍中表现出跨诊断的交流作用。

结论

我们的研究结果通过强调适应能力异质性在大流行相关精神病理学发展中的后果,有助于理解具有适应力和非适应力个体的焦虑 - 抑郁 - PTSD - AD症状网络。

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