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Integrative Multi-Omics and Single-Cell Profiling Identify Chitinase Domain Containing Protein 1 (CHID1) as a Prognostic Biomarker in Glioblastoma.

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Title: Integrative Multi-Omics and Single-Cell Profiling Identify Chitinase Domain Containing Protein 1 (CHID1) as a Prognostic Biomarker in Glioblastoma.
Authors: Kumar S; Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; Faculty of Applied Sciences and Biotechnology, Shoolini University of Biotechnology and Management Sciences, Himachal Pradesh, 173229, India., Wu CC; Department of Neurosurgery, Taipei Medical University Hospital, Taipei, Taiwan.; Department of Surgery, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan., Solomon DD; Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; Yogananda School of AI Computers and Data Sciences, Shoolini University, Solan 173229, India., Ngadio JL; Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; Department of Bioinformatics, School of Life Sciences, Indonesia International Institute for Life Sciences, Jl Pulomas Barat Kav 88, Jakarta Timur 13210, Indonesia., Xuan DTM; Faculty of Pharmacy, Van Lang University, 69/68 Dang Thuy Tram Street, Binh Tri Dong Ward, Ho Chi Minh City 70000, Vietnam., Ko CC; Department of Medical Imaging, Chi-Mei Medical Center, Tainan City 71004, Taiwan.; Department of Health and Nutrition, Chia Nan University of Pharmacy and Science, Tainan City 71710, Taiwan.; School of Medicine, College of Medicine, National Sun Yat-Sen University, Kaohsiung 80424, Taiwan., Palekkode N; Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; Department of Biotechnology, Mother Teresa Women's University, Kodaikanal, Tamil Nadu, 624101, India., Fathima A; Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; School of Computer Science and Engineering, Presidency University, Yelahanka, Bengaluru 560064 India., Lin HY; Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; Traditional Herbal Medicine Research Center of Taipei Medical University Hospital, Taipei Medical University, Taipei 11031, Taiwan.; Pharmaceutical Research Institute, Albany College of Pharmacy and Health Sciences, Rensselaer, NY 12144, USA.; Cancer Center, Wan Fang Hospital, Taipei Medical University, Taipei 11031, Taiwan.; TMU Research Center of Cancer Translational Medicine, Taipei Medical University, Taipei 11031, Taiwan., Lin HR; Institute of Medical Science and Technology, National Sun Yat-Sen University, Kaohsiung 80424, Taiwan.; Nursing Department, Kaohsiung Armed Forces General Hospital, National Defense Medical University, Kaohsiung 80284, Taiwan., Wang CY; Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; TMU Research Center of Cancer Translational Medicine, Taipei Medical University, Taipei 11031, Taiwan., Lee YK; Institute of Medical Science and Technology, National Sun Yat-Sen University, Kaohsiung 80424, Taiwan.; Department of Emergency Medicine, Kaohsiung Armed Forces General Hospital, National Defense Medical University, Kaohsiung 80284, Taiwan.; Medical Laboratory, Medical Education and Research Center, Kaohsiung Armed Forces General Hospital, National Defense Medical University, Kaohsiung 80284, Taiwan.; Division of Experimental Surgery Center, Department of Surgery, Tri-Service General Hospital, National Defense Medical University, Taipei 11490, Taiwan.; School of Medicine, National Defense Medical University, Taipei, 11490, Taiwan., Nguyen NUN; Center for Regenerative Medicine, University of South Florida Health Heart Institute, Tampa, FL 33602, U.S.A.; Division of Cardiology, Department of Internal Medicine, Morsani School of Medicine, University of South Florida, Tampa, FL 33602, U.S.A.
Source: Journal of Cancer [J Cancer] 2026 Mar 17; Vol. 17 (3), pp. 662-678. Date of Electronic Publication: 2026 Mar 17 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Ivyspring International Publisher Country of Publication: Australia NLM ID: 101535920 Publication Model: eCollection Cited Medium: Print ISSN: 1837-9664 (Print) Linking ISSN: 18379664 NLM ISO Abbreviation: J Cancer Subsets: PubMed not MEDLINE
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Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; Yogananda School of AI Computers and Data Sciences, Shoolini University, Solan 173229, India.<br /><searchLink fieldCode="AU" term="%22Ngadio+JL%22">Ngadio JL</searchLink>; Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; Department of Bioinformatics, School of Life Sciences, Indonesia International Institute for Life Sciences, Jl Pulomas Barat Kav 88, Jakarta Timur 13210, Indonesia.<br /><searchLink fieldCode="AU" term="%22Xuan+DTM%22">Xuan DTM</searchLink>; Faculty of Pharmacy, Van Lang University, 69/68 Dang Thuy Tram Street, Binh Tri Dong Ward, Ho Chi Minh City 70000, Vietnam.<br /><searchLink fieldCode="AU" term="%22Ko+CC%22">Ko CC</searchLink>; Department of Medical Imaging, Chi-Mei Medical Center, Tainan City 71004, Taiwan.; Department of Health and Nutrition, Chia Nan University of Pharmacy and Science, Tainan City 71710, Taiwan.; School of Medicine, College of Medicine, National Sun Yat-Sen University, Kaohsiung 80424, Taiwan.<br /><searchLink fieldCode="AU" term="%22Palekkode+N%22">Palekkode N</searchLink>; Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; Department of Biotechnology, Mother Teresa Women's University, Kodaikanal, Tamil Nadu, 624101, India.<br /><searchLink fieldCode="AU" term="%22Fathima+A%22">Fathima A</searchLink>; Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; School of Computer Science and Engineering, Presidency University, Yelahanka, Bengaluru 560064 India.<br /><searchLink fieldCode="AU" term="%22Lin+HY%22">Lin HY</searchLink>; Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; Traditional Herbal Medicine Research Center of Taipei Medical University Hospital, Taipei Medical University, Taipei 11031, Taiwan.; Pharmaceutical Research Institute, Albany College of Pharmacy and Health Sciences, Rensselaer, NY 12144, USA.; Cancer Center, Wan Fang Hospital, Taipei Medical University, Taipei 11031, Taiwan.; TMU Research Center of Cancer Translational Medicine, Taipei Medical University, Taipei 11031, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+HR%22">Lin HR</searchLink>; Institute of Medical Science and Technology, National Sun Yat-Sen University, Kaohsiung 80424, Taiwan.; Nursing Department, Kaohsiung Armed Forces General Hospital, National Defense Medical University, Kaohsiung 80284, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wang+CY%22">Wang CY</searchLink>; Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.; TMU Research Center of Cancer Translational Medicine, Taipei Medical University, Taipei 11031, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lee+YK%22">Lee YK</searchLink>; Institute of Medical Science and Technology, National Sun Yat-Sen University, Kaohsiung 80424, Taiwan.; Department of Emergency Medicine, Kaohsiung Armed Forces General Hospital, National Defense Medical University, Kaohsiung 80284, Taiwan.; Medical Laboratory, Medical Education and Research Center, Kaohsiung Armed Forces General Hospital, National Defense Medical University, Kaohsiung 80284, Taiwan.; Division of Experimental Surgery Center, Department of Surgery, Tri-Service General Hospital, National Defense Medical University, Taipei 11490, Taiwan.; School of Medicine, National Defense Medical University, Taipei, 11490, Taiwan.<br /><searchLink fieldCode="AU" term="%22Nguyen+NUN%22">Nguyen NUN</searchLink>; Center for Regenerative Medicine, University of South Florida Health Heart Institute, Tampa, FL 33602, U.S.A.; Division of Cardiology, Department of Internal Medicine, Morsani School of Medicine, University of South Florida, Tampa, FL 33602, U.S.A.
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