{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T09:09:27Z","timestamp":1774948167419,"version":"3.50.1"},"reference-count":45,"publisher":"PeerJ","license":[{"start":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T00:00:00Z","timestamp":1774915200000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Nanjing Health Science and Technology Development Fund Sponsored Project","award":["No:YKK23206"],"award-info":[{"award-number":["No:YKK23206"]}]},{"name":"Jiangsu Provincial Research Project on Elderly Health","award":["No: LKM2022010"],"award-info":[{"award-number":["No: LKM2022010"]}]},{"name":"Jiangsu Provincial Research Project on Elderly Health","award":["No: LD2021015"],"award-info":[{"award-number":["No: LD2021015"]}]},{"name":"Jiangsu Provincial Research Center for Health Development Project","award":["No: JSHD2022012"],"award-info":[{"award-number":["No: JSHD2022012"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"abstract":"<jats:sec>\n                    <jats:title>Objectives<\/jats:title>\n                    <jats:p>Mental health is an important indicator in the evaluation of healthy aging. As individuals age, they become increasingly susceptible to symptoms of anxiety, depression, and insomnia, which are often exacerbated by diminished daily functioning, reduced social engagement, and a decline in self-care capabilities. This study uses network analysis to examine the symptom interactions and applies clique percolation to detect overlapping items across the three symptom domains.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>This online survey was conducted in three cities in Jiangsu Province between September 2023 and March 2024. Using a cross-sectional design, anxiety, depression, and insomnia symptoms in elderly individuals were assessed with the Generalized Anxiety Disorder Scale (GAD-7), the Patient Health Questionnaire (PHQ-9), and the Insomnia Severity Index (ISI-7). The symptom network was constructed using the EBICglasso algorithm and the clique-percolation algorithm was employed to reveal cross-dimensional connections between symptoms. The study was approved by the Ethics Committee of Huashan Hospital, Fudan University (Approval No. 2022-057).<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>A total of 2,086 elderly individuals were included, with mean age of 72.5 years and 1,061 females (50.9%). The prevalence rates for anxiety, depression, and insomnia were 21.6%, 13.2%, and 46.3%, respectively. Based on clique percolation analysis, three symptom clusters were identified, revealing clear cross-dimensional symptom connectivity among anxiety, depression, and insomnia. Network analysis revealed that the central symptoms\u2014namely \u201cdifficulty maintaining sleep,\u201d \u201cthe perceived impact of sleep disturbances on quality of life by others,\u201d and \u201csleep interference with daytime functioning\u201d\u2014were pivotal in the network. The bridging nodes linking anxiety, depression, and insomnia were identified as \u201csleep problems,\u201d \u201csuicidal ideation,\u201d and \u201crestlessness.\u201d<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>The central nodes within this network are predominantly sleep-related, underscoring their significant role in the network\u2019s structural integrity. Notably, \u201csleep problems,\u201d as the principal bridging node, is important to the comorbidity of anxiety, depression, and insomnia. Addressing and preventing these key symptoms could substantially enhance the psychological well-being of the elderly, offering a promising direction for intervention strategies aimed at fostering healthier aging.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.7717\/peerj.20868","type":"journal-article","created":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T08:10:21Z","timestamp":1774944621000},"page":"e20868","source":"Crossref","is-referenced-by-count":0,"title":["Network analysis of anxiety, depression and insomnia in the elderly in Jiangsu Province"],"prefix":"10.7717","volume":"14","author":[{"given":"Wantong","family":"Han","sequence":"first","affiliation":[{"name":"Department of Epidemiology and Biostatistics, Southeast University, Nanjing, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hualing","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Epidemiology and Biostatistics, Southeast University, Nanjing, 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Nanjing, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiang","family":"Lu","sequence":"additional","affiliation":[{"name":"Department of Geriatrics, Sir Run Run Hospital, Nanjing Medical University, Nanjing, Jiangsu, China"},{"name":"Key Laboratory for Aging &Disease, Nanjing Medical University, Nanjing, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hou-Guang","family":"Zhou","sequence":"additional","affiliation":[{"name":"Department of Geriatrics of Huashan Hospital, National Clinical Research Center for Aging and Medicine, Fudan University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zheng-Kai","family":"Shen","sequence":"additional","affiliation":[{"name":"Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bingwei","family":"Chen","sequence":"additional","affiliation":[{"name":"Department 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