{"created":"2023-05-15T15:02:29.234324+00:00","id":84727,"links":{},"metadata":{"_buckets":{"deposit":"27efb2d8-2c1c-432e-b050-0fe80839cf18"},"_deposit":{"created_by":1,"id":"84727","owners":[1],"pid":{"revision_id":0,"type":"depid","value":"84727"},"status":"published"},"_oai":{"id":"oai:repo.qst.go.jp:00084727","sets":["1"]},"author_link":["1022409","1022418","1022398","1022414","1022396","1022408","1022410","1022405","1022411","1022407","1022417","1022400","1022415","1022413","1022399","1022402","1022397","1022412","1022416","1022401","1022395","1022406","1022403","1022404"],"item_8_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2021-06","bibliographicIssueDateType":"Issued"},"bibliographicPageStart":"667881","bibliographicVolumeNumber":"12","bibliographic_titles":[{"bibliographic_title":"Frontiers in psychiatry"}]}]},"item_8_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"Large-scale neuroimaging data acquired and shared by multiple institutions are essential to advance neuroscientific understanding of pathophysiological mechanisms in psychiatric disorders, such as major depressive disorder (MDD). About 75% of studies that have applied machine learning technique to neuroimaging have been based on diagnoses by clinicians. However, an increasing number of studies have highlighted the difficulty in finding a clear association between existing clinical diagnostic categories and neurobiological abnormalities. Here, using resting-state functional magnetic resonance imaging, we determined and validated resting-state functional connectivity related to depression symptoms that were thought to be directly related to neurobiological abnormalities. We then compared the resting-state functional connectivity related to depression symptoms with that related to depression diagnosis that we recently identified. In particular, for the discovery dataset with 477 participants from 4 imaging sites, we removed site differences using our recently developed harmonization method and developed a brain network prediction model of depression symptoms (Beck Depression Inventory-II [BDI] score). The prediction model significantly predicted BDI score for an independent validation dataset with 439 participants from 4 different imaging sites. Finally, we found 3 common functional connections between those related to depression symptoms and those related to MDD diagnosis. These findings contribute to a deeper understanding of the neural circuitry of depressive symptoms in MDD, a hetero-symptomatic population, revealing the neural basis of MDD.","subitem_description_type":"Abstract"}]},"item_8_relation_13":{"attribute_name":"PubMed番号","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_id_text":"34177657","subitem_relation_type_select":"PMID"}}]},"item_8_relation_14":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_id_text":"10.3389/fpsyt.2021.667881","subitem_relation_type_select":"DOI"}}]},"item_8_relation_17":{"attribute_name":"関連サイト","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_id_text":"https://www.frontiersin.org/articles/10.3389/fpsyt.2021.667881","subitem_relation_type_select":"URI"}}]},"item_8_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"1664-0640","subitem_source_identifier_type":"ISSN"}]},"item_access_right":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"metadata only access","subitem_access_right_uri":"http://purl.org/coar/access_right/c_14cb"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Yamashita, Ayumu"}],"nameIdentifiers":[{"nameIdentifier":"1022395","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Sakai, Yuki"}],"nameIdentifiers":[{"nameIdentifier":"1022396","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Yamada, Takashi"}],"nameIdentifiers":[{"nameIdentifier":"1022397","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Yahata, Noriaki"}],"nameIdentifiers":[{"nameIdentifier":"1022398","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Kunimatsu, Akira"}],"nameIdentifiers":[{"nameIdentifier":"1022399","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Okada, Naohiro"}],"nameIdentifiers":[{"nameIdentifier":"1022400","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Itahashi, Takashi"}],"nameIdentifiers":[{"nameIdentifier":"1022401","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Hashimoto, Ryuichiro"}],"nameIdentifiers":[{"nameIdentifier":"1022402","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Mizuta, Hiroto"}],"nameIdentifiers":[{"nameIdentifier":"1022403","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Ichikawa, Naho"}],"nameIdentifiers":[{"nameIdentifier":"1022404","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Takamura, Masahiro"}],"nameIdentifiers":[{"nameIdentifier":"1022405","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Okada, Go"}],"nameIdentifiers":[{"nameIdentifier":"1022406","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Yamagata, Hirotaka"}],"nameIdentifiers":[{"nameIdentifier":"1022407","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Harada, Kenichiro"}],"nameIdentifiers":[{"nameIdentifier":"1022408","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Matsuo, Koji"}],"nameIdentifiers":[{"nameIdentifier":"1022409","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"C Tanaka, Saori"}],"nameIdentifiers":[{"nameIdentifier":"1022410","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Kawato, Mitsuo"}],"nameIdentifiers":[{"nameIdentifier":"1022411","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Kasai, Kiyoto"}],"nameIdentifiers":[{"nameIdentifier":"1022412","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Kato, Nobumasa"}],"nameIdentifiers":[{"nameIdentifier":"1022413","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Takahashi, Hidehiko"}],"nameIdentifiers":[{"nameIdentifier":"1022414","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Okamoto, Yasumasa"}],"nameIdentifiers":[{"nameIdentifier":"1022415","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Yamashita, Okito"}],"nameIdentifiers":[{"nameIdentifier":"1022416","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Imamizu, Hiroshi"}],"nameIdentifiers":[{"nameIdentifier":"1022417","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Noriaki, Yahata","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"1022418","nameIdentifierScheme":"WEKO"}]}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"journal article","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"Common Brain Networks Between Major Depressive-Disorder Diagnosis and Symptoms of Depression That Are Validated for Independent Cohorts.","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Common Brain Networks Between Major Depressive-Disorder Diagnosis and Symptoms of Depression That Are Validated for Independent Cohorts."}]},"item_type_id":"8","owner":"1","path":["1"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-10-04"},"publish_date":"2021-10-04","publish_status":"0","recid":"84727","relation_version_is_last":true,"title":["Common Brain Networks Between Major Depressive-Disorder Diagnosis and Symptoms of Depression That Are Validated for Independent Cohorts."],"weko_creator_id":"1","weko_shared_id":-1},"updated":"2023-05-15T18:14:12.664444+00:00"}