Age-stratified analysis of therapeutic, immune, and glycosylation gene expression in colorectal cancer using machine learning.
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| Title: | Age-stratified analysis of therapeutic, immune, and glycosylation gene expression in colorectal cancer using machine learning. |
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| Authors: | Celik H; Department of Geriatrics, School of Medicine and Health Sciences, University of North Dakota, Grand Forks, ND, 58202, USA.; Department of Biomedical Engineering, University of North Dakota, Grand Forks, ND, 58202, USA.; William Beaumont Army Medical Center, El Paso, TX, 79906, USA., Bansal B; Department of Geriatrics, School of Medicine and Health Sciences, University of North Dakota, Grand Forks, ND, 58202, USA.; Department of Biomedical Engineering, University of North Dakota, Grand Forks, ND, 58202, USA.; Department of Biomedical Science, University of North Dakota, Grand Forks, ND, 58202, USA.; Department of Biomedical Data Science, School of Applied Computational Sciences, Meharry Medical College, Nashville, TN, United States., Gill JS; Department of Geriatrics, School of Medicine and Health Sciences, University of North Dakota, Grand Forks, ND, 58202, USA., Correa JK; Department of Geriatrics, School of Medicine and Health Sciences, University of North Dakota, Grand Forks, ND, 58202, USA., Herman K; Department of Geriatrics, School of Medicine and Health Sciences, University of North Dakota, Grand Forks, ND, 58202, USA., Goyal R; Department of Geriatrics, School of Medicine and Health Sciences, University of North Dakota, Grand Forks, ND, 58202, USA., Çelik V; Department of Mathematics and Science Education, Siirt University, 56100, Siirt, Türkiye., Guo K; Department of Neurology, University of Michigan, Ann Arbor, MI, 48109, USA., Mathur R; Department of Geriatrics, School of Medicine and Health Sciences, University of North Dakota, Grand Forks, ND, 58202, USA. ramkumar.mathur@und.edu. |
| Source: | Scientific reports [Sci Rep] 2025 Dec 13; Vol. 16 (1), pp. 1865. Date of Electronic Publication: 2025 Dec 13. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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