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. |
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| 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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| ISSN: | 2730-6011 |
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| DOI: | 10.1007/s12672-025-01863-2 |
