{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T16:31:47Z","timestamp":1775752307594,"version":"3.50.1"},"reference-count":71,"publisher":"Oxford University Press (OUP)","issue":"7","license":[{"start":{"date-parts":[[2024,3,23]],"date-time":"2024-03-23T00:00:00Z","timestamp":1711152000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/academic.oup.com\/pages\/standard-publication-reuse-rights"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["82374590"],"award-info":[{"award-number":["82374590"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["82004488"],"award-info":[{"award-number":["82004488"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Sichuan Provincial Science and Technology Department","award":["2021YJ0176"],"award-info":[{"award-number":["2021YJ0176"]}]},{"name":"Chengdu University of Traditional Chinese Medicine Xinglin Scholar Discipline Talent Research and Improvement","award":["QJRC2022036"],"award-info":[{"award-number":["QJRC2022036"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,7,11]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:sec>\n                  <jats:title>Study Objectives<\/jats:title>\n                  <jats:p>This study aimed to investigate the alterations in resting-state electroencephalography (EEG) global brain connectivity (GBC) in patients with chronic insomnia disorder (CID) and to explore the correlation between macroscale connectomic variances and microscale neurotransmitter distributions.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Methods<\/jats:title>\n                  <jats:p>We acquired 64-channel EEG from 35 female CID patients and 34 healthy females. EEG signals were source-localized using individual brain anatomy and orthogonalized to mitigate volume conduction. Correlation coefficients between band-limited source-space power envelopes of the DK 68 atlas were computed and averaged across regions to determine specific GBC values. A support vector machine (SVM) classifier utilizing GBC features was employed to differentiate CID patients from controls. We further used Neurosynth and a 3D atlas of neurotransmitter receptors\/transporters to assess the cognitive functions and neurotransmitter landscape associated with CID cortical abnormality maps, respectively.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Results<\/jats:title>\n                  <jats:p>CID patients exhibited elevated GBC within the medial prefrontal cortex and limbic cortex, particularly at the gamma carrier frequency, compared to controls (pFDR\u2005&amp;lt;\u2005.05). GBC patterns were found to effectively distinguish CID patients from controls with a precision of 90.8% in the SVM model. The cortical abnormality maps were significantly correlated with meta-analytic terms like \u201ccognitive control\u201d and \u201cemotion regulation.\u201d Notably, GBC patterns were associated with neurotransmitter profiles (pspin\u2005&amp;lt;\u2005.05), with neurotransmitter systems such as norepinephrine, dopamine, and serotonin making significant contributions.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Conclusions<\/jats:title>\n                  <jats:p>This work characterizes the EEG connectomic profile of CID, facilitating the cost-effective clinical translation of EEG-derived markers. Additionally, the linkage between GBC patterns and neurotransmitter distribution offers promising avenues for developing targeted treatment strategies for CID.<\/jats:p>\n               <\/jats:sec>","DOI":"10.1093\/sleep\/zsae080","type":"journal-article","created":{"date-parts":[[2024,3,23]],"date-time":"2024-03-23T14:10:00Z","timestamp":1711203000000},"source":"Crossref","is-referenced-by-count":15,"title":["Electroencephalography connectome changes in chronic insomnia disorder are correlated with neurochemical signatures"],"prefix":"10.1093","volume":"47","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2916-1903","authenticated-orcid":false,"given":"Liyong","family":"Yu","sequence":"first","affiliation":[{"name":"School of Acupuncture and Tuina, Chengdu University of Traditional Chinese Medicine , Chengdu , China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Peng","sequence":"additional","affiliation":[{"name":"Chongqing Hospital of Traditional Chinese Medicine , Chongqing , China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wenting","family":"Lin","sequence":"additional","affiliation":[{"name":"School of Rehabilitation and Health Preservation, Chengdu University of Traditional Chinese Medicine , Chengdu , China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yucai","family":"Luo","sequence":"additional","affiliation":[{"name":"School of Acupuncture and Tuina, Chengdu University of Traditional Chinese Medicine , Chengdu , China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daijie","family":"Hu","sequence":"additional","affiliation":[{"name":"School of Acupuncture and Tuina, Chengdu University of Traditional Chinese Medicine , Chengdu , China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guangli","family":"Zhao","sequence":"additional","affiliation":[{"name":"School of Rehabilitation and Health Preservation, Chengdu University of Traditional Chinese Medicine , Chengdu , China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hao","family":"Xu","sequence":"additional","affiliation":[{"name":"School of Acupuncture and Tuina, Chengdu University of Traditional Chinese Medicine , Chengdu , China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zeyang","family":"Dou","sequence":"additional","affiliation":[{"name":"School of Acupuncture and Tuina, Chengdu University of Traditional Chinese Medicine , Chengdu , China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qi","family":"Zhang","sequence":"additional","affiliation":[{"name":"Chongqing Hospital of Traditional Chinese Medicine , Chongqing , China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaojuan","family":"Hong","sequence":"additional","affiliation":[{"name":"School of Acupuncture and Tuina, Chengdu University of Traditional Chinese Medicine , Chengdu , 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