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Zhao H, Yang K, Yue Z, Chen Z, Cheng Z, Sun H, Song C. The role of ARL4C in predicting prognosis and immunotherapy drug susceptibility in pan-cancer analysis. Front Pharmacol 2023; 14:1288492. [PMID: 38178862 PMCID: PMC10765536 DOI: 10.3389/fphar.2023.1288492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Accepted: 11/28/2023] [Indexed: 01/06/2024] Open
Abstract
Background: ARLs, which are a class of small GTP-binding proteins, play a crucial role in facilitating tumor tumorigenesis and development. ARL4C, a vital member of the ARLs family, has been implicated in the progression of tumors, metastatic dissemination, and development of resistance to therapeutic drugs. Nevertheless, the precise functional mechanisms of ARL4C concerning tumor prognosis and immunotherapy drug susceptibility remain elusive. Methods: By combining the GTEx and TCGA databases, the presence of ARL4C was examined in 33 various types of cancer. Immunohistochemistry and immunofluorescence staining techniques were utilized to confirm the expression of ARL4C in particular tumor tissues. Furthermore, the ESTIMATE algorithm and TIMER2.0 database were utilized to analyze the tumor microenvironment and immune infiltration associated with ARL4C. The TISCH platform facilitated the utilization of single-cell RNA-seq datasets for further analysis. ARL4C-related immune escape was investigated using the TISMO tool. Lastly, drug sensitivity analysis was conducted to assess the sensitivity of different types of tumors to compounds based on the varying levels of ARL4C expression. Results: The study found that ARL4C was highly expressed in 23 different types of cancer. Moreover, the presence of high ARL4C expression was found to be associated with a poor prognosis in BLCA, COAD, KIRP, LGG, and UCEC. Notably, ARL4C was also expressed in immune cells, and its high expression was found to be correlated with cancer immune activation. Most importantly, the drug sensitivity analysis revealed a positive correlation between ARL4C expression and the heightened sensitivity of tumors to Staurosporine, Midostaurin, and Nelarabine. Conclusion: The findings from our study indicate that the expression level of ARL4C may exert an influence on cancer development, prognosis, and susceptibility to immunotherapy drugs. In addition, the involvement of ARL4C in the tumor immune microenvironment has expanded the concept of ARL4C-targeted immunotherapy.
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Affiliation(s)
- Hanshu Zhao
- Scientific Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
- Department of Neurology, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Kaiqi Yang
- Clinical Medicine, Harbin Medical University, Harbin, China
| | - Ziqi Yue
- Department of Forensic Medicine, Harbin Medical University, Harbin, China
| | - Ziyin Chen
- Department of Urology, China-Japan Friendship Hospital, Beijing, China
| | - Zhe Cheng
- Department of Forensic Medicine, Harbin Medical University, Harbin, China
| | - Hongcheng Sun
- Department of Gastroenterology, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Changze Song
- Scientific Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
- Department of Urology, The Fourth Hospital of Harbin Medical University, Harbin, China
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Ginsburg O, Vanderpuye V, Beddoe AM, Bhoo-Pathy N, Bray F, Caduff C, Florez N, Fadhil I, Hammad N, Heidari S, Kataria I, Kumar S, Liebermann E, Moodley J, Mutebi M, Mukherji D, Nugent R, So WKW, Soto-Perez-de-Celis E, Unger-Saldaña K, Allman G, Bhimani J, Bourlon MT, Eala MAB, Hovmand PS, Kong YC, Menon S, Taylor CD, Soerjomataram I. Women, power, and cancer: a Lancet Commission. Lancet 2023; 402:2113-2166. [PMID: 37774725 DOI: 10.1016/s0140-6736(23)01701-4] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 06/27/2023] [Accepted: 08/11/2023] [Indexed: 10/01/2023]
Affiliation(s)
- Ophira Ginsburg
- Centre for Global Health, US National Cancer Institute, Rockville, MD, USA.
| | | | | | | | - Freddie Bray
- International Agency for Research on Cancer, Lyon, France
| | - Carlo Caduff
- Department of Global Health and Social Medicine, King's College London, London, UK
| | - Narjust Florez
- Dana-Farber Cancer Institute, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | | | - Nazik Hammad
- Department of Medicine, Division of Hematology-Oncology, St. Michael's Hospital, University of Toronto, Canada; Department of Oncology, Queens University, Kingston, Canada
| | - Shirin Heidari
- GENDRO, Geneva, Switzerland; Gender Centre, Geneva Graduate Institute, Geneva, Switzerland
| | - Ishu Kataria
- Center for Global Noncommunicable Diseases, RTI International, New Delhi, India
| | - Somesh Kumar
- Jhpiego India, Johns Hopkins University Affiliate, Baltimore, MD, USA
| | - Erica Liebermann
- University of Rhode Island College of Nursing, Providence, RI, USA
| | - Jennifer Moodley
- Cancer Research Initiative, Faculty of Health Sciences, School of Public Health and Family Medicine, and SAMRC Gynaecology Cancer Research Centre, University of Cape Town, Cape Town, South Africa
| | - Miriam Mutebi
- Department of Surgery, Aga Khan University, Nairobi, Kenya
| | - Deborah Mukherji
- Faculty of Medicine, American University of Beirut, Beirut, Lebanon; Clemenceau Medical Center Dubai, Dubai, United Arab Emirates
| | - Rachel Nugent
- Center for Global Noncommunicable Diseases, RTI International, Durham, NC, USA; Department of Global Health, University of Washington, Seattle, WA, USA
| | - Winnie K W So
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong Special Administrative Region, China
| | - Enrique Soto-Perez-de-Celis
- Department of Geriatrics, National Institute of Medical Science and Nutrition Salvador Zubiran, Mexico City, Mexico
| | | | - Gavin Allman
- Center for Global Noncommunicable Diseases, RTI International, Durham, NC, USA
| | - Jenna Bhimani
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - María T Bourlon
- Department of Hemato-Oncology, National Institute of Medical Science and Nutrition Salvador Zubiran, Mexico City, Mexico
| | - Michelle A B Eala
- College of Medicine, University of the Philippines, Manila, Philippines; Department of Radiation Oncology, University of California Los Angeles, Los Angeles, CA, USA
| | | | - Yek-Ching Kong
- Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Sonia Menon
- Cochrane Hepato-Biliary Group, Copenhagen Trial Unit, Centre for Clinical Intervention Research, The Capital Region, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
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