Harlev Daniel, Vituri Aya, Shahar Moni, Wolpe Noham
Department of Physical Therapy, Stanley Steyer School of Health Professions, Gray Faculty of Medical & Health Sciences, Tel Aviv University, Tel Aviv 6997801, Israel.
Rambam Health Care Campus, Department of Psychiatry, Haifa 31999, Israel.
Age Ageing. 2025 May 31;54(6). doi: 10.1093/ageing/afaf153.
The relationship between anxiety and depressive symptoms is complex and may vary across the lifespan. Symptom network analyses offer a powerful tool to examine these interactions, but few studies have directly compared symptom networks in younger and older adults.
We analysed data from the Cambridge Centre for Ageing and Neuroscience (Cam-CAN) study, including 786 participants aged 18 to 88, who reported at least subclinical levels of symptoms on the Hospital Anxiety and Depression Scale (HADS). Network analysis was employed to examine symptom communities (clusters of related symptoms), within- and between-community connectivity (association strength), and centrality (symptom importance) across age groups.
The overall network structure, separating anxiety and depressive symptoms into two communities, remained stable. However, older adults showed reduced connectivity within depression and between depression and anxiety. While 'panic' was a consistently central symptom, 'rumination' and 'restlessness' were the key bridge symptoms (i.e. linking anxiety and depression) in young and older adults, respectively.
Our findings reveal both stable and dynamic aspects of depression and anxiety symptoms across the lifespan. Reduced within-community connectivity for depressive symptoms suggests greater heterogeneity in how depression manifests in older populations. The shift in bridging symptoms, from cognitive (rumination) in young adults to somatic (restlessness) in older adults, suggests subtle yet clinically important differences in how depression and anxiety are linked across the lifespan. Our findings support age-informed assessment and diagnosis of depressive and anxiety symptoms.
焦虑症状与抑郁症状之间的关系较为复杂,且可能在整个生命周期中有所不同。症状网络分析为研究这些相互作用提供了一个强大的工具,但很少有研究直接比较年轻人和老年人的症状网络。
我们分析了来自剑桥衰老与神经科学中心(Cam-CAN)研究的数据,该研究包括786名年龄在18至88岁之间的参与者,他们在医院焦虑抑郁量表(HADS)上报告了至少亚临床水平的症状。采用网络分析来检查症状群落(相关症状的集群)、群落内和群落间的连通性(关联强度)以及各年龄组的中心性(症状重要性)。
将焦虑和抑郁症状分为两个群落的整体网络结构保持稳定。然而,老年人在抑郁群落内部以及抑郁与焦虑之间的连通性降低。虽然“惊恐”一直是一个核心症状,但“沉思”和“坐立不安”分别是年轻人和老年人中连接焦虑和抑郁的关键桥梁症状。
我们的研究结果揭示了抑郁和焦虑症状在整个生命周期中的稳定和动态方面。抑郁症状群落内连通性的降低表明,抑郁在老年人群中的表现方式存在更大的异质性。连接症状从年轻人的认知性(沉思)转变为老年人的躯体性(坐立不安),这表明抑郁和焦虑在整个生命周期中的关联方式存在细微但临床上重要的差异。我们的研究结果支持对抑郁和焦虑症状进行基于年龄的评估和诊断。