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Circadian rhythm related genes signature in glioma for drug resistance prediction: a comprehensive analysis integrating transcriptomics and machine learning.

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Title: Circadian rhythm related genes signature in glioma for drug resistance prediction: a comprehensive analysis integrating transcriptomics and machine learning.
Authors: Liao J; Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China.; Diagnosis and Treatment Center for Hydrocephalus, Xiangya Hospital, Central South University, Changsha, China.; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China., Duan Y; Department of Radiology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, People's Republic of China., Xu X; Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China.; Diagnosis and Treatment Center for Hydrocephalus, Xiangya Hospital, Central South University, Changsha, China.; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China., Liu Y; Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China.; Diagnosis and Treatment Center for Hydrocephalus, Xiangya Hospital, Central South University, Changsha, China.; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China., Zhan C; Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China. 2204140101@csu.edu.cn.; Diagnosis and Treatment Center for Hydrocephalus, Xiangya Hospital, Central South University, Changsha, China. 2204140101@csu.edu.cn.; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China. 2204140101@csu.edu.cn., Xiao G; Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China. xiaogelei@csu.edu.cn.; Diagnosis and Treatment Center for Hydrocephalus, Xiangya Hospital, Central South University, Changsha, China. xiaogelei@csu.edu.cn.; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China. xiaogelei@csu.edu.cn.
Source: Discover oncology [Discov Oncol] 2025 Feb 05; Vol. 16 (1), pp. 119. Date of Electronic Publication: 2025 Feb 05.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: United States NLM ID: 101775142 Publication Model: Electronic Cited Medium: Internet ISSN: 2730-6011 (Electronic) Linking ISSN: 27306011 NLM ISO Abbreviation: Discov Oncol Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Circadian rhythm related genes signature in glioma for drug resistance prediction: a comprehensive analysis integrating transcriptomics and machine learning.
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  Data: <searchLink fieldCode="AU" term="%22Liao+J%22">Liao J</searchLink>; Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China.; Diagnosis and Treatment Center for Hydrocephalus, Xiangya Hospital, Central South University, Changsha, China.; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Duan+Y%22">Duan Y</searchLink>; Department of Radiology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, People's Republic of China.<br /><searchLink fieldCode="AU" term="%22Xu+X%22">Xu X</searchLink>; Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China.; Diagnosis and Treatment Center for Hydrocephalus, Xiangya Hospital, Central South University, Changsha, China.; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Liu+Y%22">Liu Y</searchLink>; Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China.; Diagnosis and Treatment Center for Hydrocephalus, Xiangya Hospital, Central South University, Changsha, China.; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Zhan+C%22">Zhan C</searchLink>; Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China. 2204140101@csu.edu.cn.; Diagnosis and Treatment Center for Hydrocephalus, Xiangya Hospital, Central South University, Changsha, China. 2204140101@csu.edu.cn.; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China. 2204140101@csu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Xiao+G%22">Xiao G</searchLink>; Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China. xiaogelei@csu.edu.cn.; Diagnosis and Treatment Center for Hydrocephalus, Xiangya Hospital, Central South University, Changsha, China. xiaogelei@csu.edu.cn.; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China. xiaogelei@csu.edu.cn.
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  Data: <searchLink fieldCode="JN" term="%22101775142%22">Discover oncology</searchLink> [Discov Oncol] 2025 Feb 05; Vol. 16 (1), pp. 119. <i>Date of Electronic Publication: </i>2025 Feb 05.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101775142 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2730-6011 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2227306011%22">27306011 </searchLink><i>NLM ISO Abbreviation: </i>Discov Oncol <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.1007/s12672-025-01863-2
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      – Code: eng
        Text: English
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      – TitleFull: Circadian rhythm related genes signature in glioma for drug resistance prediction: a comprehensive analysis integrating transcriptomics and machine learning.
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            – D: 05
              M: 02
              Text: 2025 Feb 05
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              Y: 2025
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