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Comprehensive analysis of bulk and single-cell RNA sequencing data reveals Schlafen-5 (SLFN5) as a novel prognosis and immunity.
Wu, Yueh-Jung; Chiao, Chung-Chieh; Chuang, Po-Kai; Hsieh, Chung-Bao; Ko, Chou-Yuan; Ko, Ching-Chung; Chang, Chuan-Fa; Chen, Tung-Yuan; Nguyen, Ngoc Uyen Nhi; Hsu, Ching-Cheng; Chu, Tian-Huei; Fang, Cheng-Chieh; Tsai, Hsuan-Yen; Tsai, Hsien-Chun; Anuraga, Gangga; Ta, Hoang Dang Khoa; Xuan, Do Thi Minh; Kumar, Sachin; Dey, Sanskriti; Wulandari, Fitria Sari; Manalu, Rosario Trijuliamos; Ly, Ngoc Phung; Wang, Chih-Yang; Lee, Yung-Kuo.
Affiliation
  • Wu YJ; Division of Colorectal Surgery, Department of Surgery, Kaohsiung Armed Forces General Hospital, Kaohsiung 80284, Taiwan.
  • Chiao CC; PhD Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.
  • Chuang PK; Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.
  • Hsieh CB; Institute of Biomedical Sciences, National Sun Yat-Sen University, Kaohsiung 80424, Taiwan.
  • Ko CY; Division of General Surgery, Department of Surgery, Tri-Service General Hospital, Taipei 114202, Taiwan.
  • Ko CC; Division of General Surgery, Department of Surgery, Kaohsiung Armed Forces General Hospital, Kaohsiung 80284, Taiwan.
  • Chang CF; Division of Gastroenterology and Hepatology, Department of Internal Medicine, Kaohsiung Armed Forces General Hospital, Kaohsiung 80284, Taiwan.
  • Chen TY; Department of Medical Imaging, Chi-Mei Medical Center, Tainan, Taiwan.
  • Nguyen NUN; Department of Health and Nutrition, Chia Nan University of Pharmacy and Science, Tainan, Taiwan.
  • Hsu CC; School of Medicine, College of Medicine, National Sun Yat-Sen University, Kaohsiung, Taiwan.
  • Chu TH; Institute of Basic Medical Science, College of Medicine, National Cheng Kung University, Tainan 70101, Taiwan.
  • Fang CC; Department of Medical Laboratory Science and Biotechnology, College of Medicine, National Cheng Kung University, Tainan 70101, Taiwan.
  • Tsai HY; Division of Colorectal Surgery, Department of Surgery, Kaohsiung Armed Forces General Hospital, Kaohsiung 80284, Taiwan.
  • Tsai HC; Department of Internal Medicine, Division of Cardiology, The University of Texas Southwestern Medical Center, Dallas TX 75390, USA.
  • Anuraga G; Department of Internal Medicine, Division of Cardiology, The University of Texas Southwestern Medical Center, Dallas TX 75390, USA.
  • Ta HDK; Institute of Medical Science and Technology, National Sun Yat-Sen University, Kaohsiung 80424, Taiwan.
  • Xuan DTM; Medical Laboratory, Medical Education and Research Center, Kaohsiung Armed Forces General Hospital, Kaohsiung 80284, Taiwan.
  • Kumar S; Medical Laboratory, Medical Education and Research Center, Kaohsiung Armed Forces General Hospital, Kaohsiung 80284, Taiwan.
  • Dey S; Institute of Molecular Medicine, College of Medicine, National Taiwan University, Taiwan.
  • Wulandari FS; Department of Life Sciences, National University of Kaohsiung, Taiwan.
  • Manalu RT; PhD Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.
  • Ly NP; Department of Statistics, Faculty of Science and Technology, PGRI Adi Buana University, East Java, Surabaya 60234, Indonesia.
  • Wang CY; PhD Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan.
  • Lee YK; Faculty of Pharmacy, Van Lang University, 69/68 Dang Thuy Tram Street, Ward 13, Binh Thanh District, Ho Chi Minh City 70000, Vietnam.
Int J Med Sci ; 21(12): 2348-2364, 2024.
Article in En | MEDLINE | ID: mdl-39310264
ABSTRACT
Recent advancements have elucidated the multifaceted roles of the Schlafen (SLFN) family, including SLFN5, SLFN11, SLFN12, SLFN13, and SLFN14, which are implicated in immunological responses. However, little is known about the roles of this gene family in relation to malignancy development. The current study aimed to explore the diagnostic and prognostic potential of Schlafen family genes in colorectal adenocarcinoma (COAD) through bioinformatics analysis. Leveraging advanced bioinformatics tools of bulk RNA-sequencing and single-cell sequencing, we conducted in-depth analyses of gene expressions, functional enrichment, and survival patterns of patients with colorectal cancer compared to normal tissue. Among Schlafen family genes, the transcription levels of SLFN5 in COAD tissues were significantly elevated and correlated with poor survival outcomes. Furthermore, SLFN5 regulated the immune response via Janus kinase (JAK)/signal transduction and activator of transcription (STAT)/interferon (IFN)-alpha/beta signaling. These chemokines in inflammation are associated with diabetes and metabolism, suggesting their involvement in altered cellular energetics for COAD progress. In addition, an immune cell deconvolution analysis indicated a correlation between SLFN5 expression and immune-related cell populations, such as regulatory T cells (Tregs). These findings highlighted the potential clinical significance of SLFN5 in COAD and provided insights into its involvement in the tumor microenvironment and immune regulation. Meanwhile, the drug discovery data of SFLN5 with potential targeted small molecules suggested its therapeutic potential for COAD. Collectively, the current research demonstrated that SFLN5 play crucial roles in tumor development and serve as a prospective biomarker for COAD.
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Colorectal Neoplasms / Gene Expression Regulation, Neoplastic / Single-Cell Analysis Limits: Humans Language: En Journal: Int J Med Sci Journal subject: MEDICINA Year: 2024 Document type: Article Affiliation country: Taiwan Country of publication: Australia

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Colorectal Neoplasms / Gene Expression Regulation, Neoplastic / Single-Cell Analysis Limits: Humans Language: En Journal: Int J Med Sci Journal subject: MEDICINA Year: 2024 Document type: Article Affiliation country: Taiwan Country of publication: Australia