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Zeng Y, Luo CL, Lin GW, Li F, Bai X, Ko JMY, Xiong L, Liu Y, He S, Jiang JX, Yan WX, Ong EHW, Li Z, Zhou YQ, Zhou YH, Xu AY, Liu SQ, Guo YM, Chen JR, Cheng XX, Cao YL, Yu X, Wu B, Wei PP, Ruan ZH, Chen QY, Tang LQ, McKay JD, Jia WH, Mai HQ, Lim ST, Liu JJ, Lin DX, Khor CC, Chua MLK, Ji M, Lung ML, Zeng YX, Bei JX. Whole-exome sequencing association study reveals genetic effects on tumor microenvironment components in nasopharyngeal carcinoma. J Clin Invest 2025; 135:e182768. [PMID: 39744943 PMCID: PMC11684818 DOI: 10.1172/jci182768] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 10/24/2024] [Indexed: 02/11/2025] Open
Abstract
Nasopharyngeal carcinoma (NPC) presents a substantial clinical challenge due to the limited understanding of its genetic underpinnings. Here we conduct the largest scale whole-exome sequencing association study of NPC to date, encompassing 6,969 NPC cases and 7,100 controls. We unveil 3 germline genetic variants linked to NPC susceptibility: a common rs2276868 in RPL14, a rare rs5361 in SELE, and a common rs1050462 in HLA-B. We also underscore the critical impact of rare genetic variants on NPC heritability and introduce a refined composite polygenic risk score (rcPRS), which outperforms existing models in predicting NPC risk. Importantly, we reveal that the polygenic risk for NPC is mediated by EBV infection status. Utilizing a comprehensive multiomics approach that integrates both bulk-transcriptomic (n = 356) and single-cell RNA sequencing (n = 56) data with experimental validations, we demonstrate that the RPL14 variant modulates the EBV life cycle and NPC pathogenesis. Furthermore, our data indicate that the SELE variant contributes to modifying endothelial cell function, thereby facilitating NPC progression. Collectively, our study provides crucial insights into the intricate genetic architecture of NPC, spotlighting the vital interplay between genetic variations and tumor microenvironment components, including EBV and endothelial cells, in predisposing to NPC. This study opens new avenues for advancements in personalized risk assessments, early diagnosis, and targeted therapies for NPC.
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Affiliation(s)
- Yanni Zeng
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
- Faculty of Forensic Medicine, Guangdong Province Translational Forensic Medicine Engineering Technology Research Center, and
- Guangdong Province Key Laboratory of Brain Function and Disease, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Chun-Ling Luo
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
- Department of Experimental Research, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Guo-Wang Lin
- Department of Laboratory Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Fugui Li
- Cancer Research Institute of Zhongshan City, Zhongshan City People’s Hospital, Zhongshan, China
| | - Xiaomeng Bai
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
- Faculty of Forensic Medicine, Guangdong Province Translational Forensic Medicine Engineering Technology Research Center, and
- Guangdong Province Key Laboratory of Brain Function and Disease, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Josephine Mun-Yee Ko
- Department of Clinical Oncology, School of Clinical Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Lei Xiong
- Cancer Research Institute of Zhongshan City, Zhongshan City People’s Hospital, Zhongshan, China
| | - Yang Liu
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
- Department of Experimental Research, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Shuai He
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
- Department of Experimental Research, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Jia-Xin Jiang
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
- Department of Experimental Research, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Wen-Xin Yan
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
- Department of Experimental Research, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Enya Hui Wen Ong
- Precision Radiotherapeutics Oncology Programme, Division of Medical Sciences, National Cancer Centre Singapore, Singapore
| | - Zheng Li
- Genome Institute of Singapore (GIS), Agency for Science, Technology and Research (A*STAR), Singapore
| | - Ya-Qing Zhou
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
- Department of Experimental Research, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yun-He Zhou
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
- Department of Experimental Research, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - An-Yi Xu
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
- Department of Experimental Research, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Shu-Qiang Liu
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
- Department of Experimental Research, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yun-Miao Guo
- Zhanjiang Institute of Clinical Medicine, Central People’s Hospital of Zhanjiang, Guangdong Medical University Zhanjiang Central Hospital, Zhanjiang, China
| | - Jie-Rong Chen
- Department of Laboratory Medicine, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Xi-Xi Cheng
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
- Department of Experimental Research, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yu-Lu Cao
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
| | - Xia Yu
- Cancer Research Institute of Zhongshan City, Zhongshan City People’s Hospital, Zhongshan, China
| | - Biaohua Wu
- Cancer Research Institute of Zhongshan City, Zhongshan City People’s Hospital, Zhongshan, China
| | - Pan-Pan Wei
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
- Department of Experimental Research, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Zhao-Hui Ruan
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
- Department of Experimental Research, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Qiu-Yan Chen
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
| | - Lin-Quan Tang
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
| | - James D. McKay
- Genomic Epidemiology Branch, International Agency for Research on Cancer/World Health Organization (IARC/WHO), Lyon, France
| | - Wei-Hua Jia
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
| | - Hai-Qiang Mai
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
| | - Soon Thye Lim
- Department of Medical Oncology, National Cancer Centre Singapore, Singapore
| | - Jian-Jun Liu
- Laboratory of Human Genomics, Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), Singapore
| | - Dong-Xin Lin
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
| | - Chiea Chuen Khor
- Genome Institute of Singapore (GIS), Agency for Science, Technology and Research (A*STAR), Singapore
- Ophthalmology & Visual Sciences Academic Clinical Programme, Duke-National University of Singapore Medical School, Singapore
- Singapore Eye Research Institute, Discovery Tower, Level 6, The Academia, Singapore
| | - Melvin Lee Kiang Chua
- Precision Radiotherapeutics Oncology Programme, Division of Medical Sciences, National Cancer Centre Singapore, Singapore
- Department of Head and Neck and Thoracic Radiation Oncology, National Cancer Centre Singapore, Singapore
- Oncology Academic Clinical Programme, Duke-NUS Medical School, Singapore
| | - Mingfang Ji
- Cancer Research Institute of Zhongshan City, Zhongshan City People’s Hospital, Zhongshan, China
| | - Maria Li Lung
- Department of Clinical Oncology, School of Clinical Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Yi-Xin Zeng
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
| | - Jin-Xin Bei
- State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center - Zhongshan School of Medicine
- Department of Experimental Research, Sun Yat-sen University Cancer Center, Guangzhou, China
- Department of Medical Oncology, National Cancer Centre Singapore, Singapore
- Sun Yat-sen University Institute of Advanced Studies Hong Kong, Science Park, Hong Kong SAR, China
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Trinh CTH, Tran DN, Nguyen LTT, Tran NT, Nguyen MTG, Nguyen VTP, Vu NTH, Dang KD, Van Vo K, Chau HC, Phan PTP, Phuong MHT. Correction: Trinh et al. LMP1-EBV Gene Deletion Mutations and HLA Genotypes of Nasopharyngeal Cancer Patients in Vietnam. Pathophysiology 2023, 30, 1-12. PATHOPHYSIOLOGY 2024; 31:350-351. [PMID: 39051225 PMCID: PMC11270252 DOI: 10.3390/pathophysiology31030025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 04/16/2024] [Accepted: 05/28/2024] [Indexed: 07/27/2024] Open
Abstract
The authors would like to make the following corrections to the paper published [...].
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Affiliation(s)
- Cua Thi Hong Trinh
- Department of Pathophysiology and Immunology, Can Tho University of Medicine and Pharmacy, Can Tho 900000, Vietnam
| | - Dung Ngoc Tran
- Department of Pathophysiology and Immunology, Can Tho University of Medicine and Pharmacy, Can Tho 900000, Vietnam
| | - Linh Thi Thao Nguyen
- Department of Pathophysiology and Immunology, Can Tho University of Medicine and Pharmacy, Can Tho 900000, Vietnam
| | - Nghia Tin Tran
- Department of Pathophysiology and Immunology, Can Tho University of Medicine and Pharmacy, Can Tho 900000, Vietnam
| | - Minh Trinh Gia Nguyen
- Department of Pathophysiology and Immunology, Can Tho University of Medicine and Pharmacy, Can Tho 900000, Vietnam
| | - Vy Tran Phuong Nguyen
- Department of Pathophysiology and Immunology, Can Tho University of Medicine and Pharmacy, Can Tho 900000, Vietnam
| | - Nhung Thi Hong Vu
- Department of Pathophysiology and Immunology, Can Tho University of Medicine and Pharmacy, Can Tho 900000, Vietnam
| | - Khanh Duy Dang
- Department of Pharmacology and Clinical Pharmacy, Can Tho University of Medicine and Pharmacy, Can Tho 900000, Vietnam
| | - Kha Van Vo
- Can Tho Oncology Hospital, Can Tho 900000, Vietnam
| | - Hoa Chieu Chau
- Can Tho Ear Nose Throat Hospital, Can Tho 900000, Vietnam
| | - Phi Thi Phi Phan
- Department of Physiopathology & Immunology, Ha Noi Medical University, Ha Noi 100000, Vietnam
| | - Mai Huynh Truc Phuong
- Faculty of Medicine, Can Tho University of Medicine and Pharmacy, Can Tho 900000, Vietnam
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Alanazi AE, Alhumaidy AA, Almutairi H, Awadalla ME, Alkathiri A, Alarjani M, Aldawsari MA, Maniah K, Alahmadi RM, Alanazi BS, Eifan S, Alosaimi B. Evolutionary analysis of LMP-1 genetic diversity in EBV-associated nasopharyngeal carcinoma: Bioinformatic insights into oncogenic potential. INFECTION, GENETICS AND EVOLUTION : JOURNAL OF MOLECULAR EPIDEMIOLOGY AND EVOLUTIONARY GENETICS IN INFECTIOUS DISEASES 2024; 120:105586. [PMID: 38508363 DOI: 10.1016/j.meegid.2024.105586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Revised: 03/07/2024] [Accepted: 03/16/2024] [Indexed: 03/22/2024]
Abstract
EBV latent membrane protein 1 (LMP-1) is an important oncogene involved in the induction and maintenance of EBV infection and the activation of several cell survival and proliferative pathways. The genetic diversity of LMP-1 has an important role in immunogenicity and tumorigenicity allowing escape from host cell immunity and more metastatic potential of LMP-1 variants. This study explored the evolutionary of LMP-1 in EBV-infected patients at an advanced stage of nasopharyngeal carcinoma (NPC). Detection of genetic variability in LMP-1 genes was carried out using Sanger sequencing. Bioinformatic analysis was conducted for translation and nucleotide alignment. Phylogenetic analysis was used to construct a Bayesian tree for a deeper understanding of the genetic relationships, evolutionary connections, and variations between sequences. Genetic characterization of LMP-1 in NPC patients revealed the detection of polymorphism in LMP-1 Sequences. Motifs were identified within three critical LMP-1 domains, such as PQQAT within CTAR1 and YYD within CTAR2. The presence of the JACK3 region at specific sites within CTAR3, as well as repeat regions at positions (122-132) and (133-143) within CTAR3, was also annotated. Additionally, several mutations were detected including 30 and 69 bp deletions, 33 bp repeats, and 15 bp insertion. Although LMP-1 strains appear to be genetically diverse, they are closely related to 3 reference strains: prototype B95.8, Med- 30 bp deletion, and Med + 30 bp deletion. In our study, one of the strains harboring the 30 bp deletion had both bone and bone marrow metastasis which could be attributed to the fact that LMP-1 is involved in tumor metastasis, evasion and migration of NPC cells. This study provided valuable insights into genetic variability in LMP-1 sequences of EBV in NPC patients. Further functional studies would provide a more comprehensive understanding of the molecular characteristics, epidemiology, and clinical implications of LMP-1 polymorphisms in EBV-related malignancies.
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Affiliation(s)
- Abdullah E Alanazi
- Comprehensive Cancer Center, King Fahad Medical City, Riyadh Second Health Cluster, Riyadh 11525, Saudi Arabia
| | | | - Hatim Almutairi
- Bioinformatics Laboratory, Public Health Authority, Riyadh 11451, Saudi Arabia
| | - Maaweya E Awadalla
- Research Center, King Fahad Medical City, Riyadh Second Heath Cluster, Riyadh 11525, Saudi Arabia
| | - Abdulrahman Alkathiri
- Botany and Microbiology Department, College of Science, King Saud University, Riyadh 11451, Saudi Arabia
| | - Modhi Alarjani
- Research Center, King Fahad Medical City, Riyadh Second Heath Cluster, Riyadh 11525, Saudi Arabia
| | - Mesfer Abdullah Aldawsari
- Department of Health Education, Alyamamah Hospital, Riyadh Second Heath Cluster, Riyadh 11525, Saudi Arabia
| | - Khalid Maniah
- Department of Biology, King Khalid Military Academy, Riyadh 22140, Saudi Arabia
| | - Reham M Alahmadi
- Botany and Microbiology Department, College of Science, King Saud University, Riyadh 11451, Saudi Arabia
| | - Bader S Alanazi
- Research Center, King Fahad Medical City, Riyadh Second Heath Cluster, Riyadh 11525, Saudi Arabia
| | - Saleh Eifan
- Botany and Microbiology Department, College of Science, King Saud University, Riyadh 11451, Saudi Arabia
| | - Bandar Alosaimi
- Research Center, King Fahad Medical City, Riyadh Second Heath Cluster, Riyadh 11525, Saudi Arabia.
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