1
|
Wang Z, Zhang W, Yin X, Wu Q, Zhang Y, Qian Y, Bao Q, Liu F. Multi-omics analyses were combined to construct ubiquitination-related features in colon adenocarcinoma and identify ASNS as a novel biomarker. Front Immunol 2024; 15:1466286. [PMID: 39445026 PMCID: PMC11496147 DOI: 10.3389/fimmu.2024.1466286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 09/19/2024] [Indexed: 10/25/2024] Open
Abstract
Background As one of the malignant tumors with the highest incidence and fatality in the world, colon adenocarcinoma (COAD) has a very complex pathogenic mechanism, which has not yet been fully elucidated. Ubiquitin can regulate cell proliferation, cell cycle, apoptosis, DNA damage repair, and other processes by changing the activity of substrate proteins or causing ubiquitin-proteasome degradation. These are the key links in the pathogenesis of COAD, and ubiquitin plays an important role in the occurrence and development of COAD. Methods We integrated transcriptomics, single-cell and clinical omics, and TCGA and GEO databases of COAD patient data. Cox and Lasso regression was employed to assess ubiquitination genes in COAD for generating ubiquitination-related features. The aim was to evaluate the prognostic value of these features for tumors and their impact on the immune microenvironment. At the same time, the expression level of model genes was further analyzed using single-cell data. Finally, the expression and function of ASNS, a key gene for this trait, were detected in vitro. Results In our study, based on identifiable changes in the expression of marker genes, this feature can be used to classify patients with COAD. Kaplan-Meier survival analysis indicated that those with elevated risk scores in each cohort experienced inferior outcomes. There is good validation in both the training queue and the validation queue. The results of the immune infiltration analysis showed that the immune infiltration rate was significantly increased in the high-risk group. After the knockdown of ASNS, an important gene in the signature, the activity and migration capacity of SW620 and RKO cell lines and colony formation capacity were dramatically reduced in cell tests. Conclusion We screened ubiquitination-related genes and constructed ubiquitination-related features, which can be used as reliable prognostic indicators of COAD. ASNS was identified as a possible biomarker for COAD.
Collapse
Affiliation(s)
- Zhaohui Wang
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
- Department of General Surgery, Anqing First People’s Hospital of Anhui Medical University, Anqing, China
| | - Wenbing Zhang
- Department of General Surgery, Anqing First People’s Hospital of Anhui Medical University, Anqing, China
| | - Xin Yin
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Qinqing Wu
- Department of Preventive Medicine, Shantou University Medical College, Shantou, China
| | - Yongwei Zhang
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
- Department of General Surgery, Anqing First People’s Hospital of Anhui Medical University, Anqing, China
| | - Yeben Qian
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
- Department of General Surgery, Anqing First People’s Hospital of Anhui Medical University, Anqing, China
| | - Qian Bao
- Department of Pediatric Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Fubao Liu
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
- Department of General Surgery, Anqing First People’s Hospital of Anhui Medical University, Anqing, China
| |
Collapse
|
2
|
Fischer J, Shutta KH, Chen C, Fanfani V, Saha E, Mandros P, Ben Guebila M, Xiu J, Nieva J, Liu S, Uprety D, Spetzler D, Lopes-Ramos CM, DeMeo D, Quackenbush J. Selective loss of Y chromosomes in lung adenocarcinoma modulates the tumor immune environment through cancer/testis antigens. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.19.613876. [PMID: 39345481 PMCID: PMC11430018 DOI: 10.1101/2024.09.19.613876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/01/2024]
Abstract
There is increasing recognition that the sex chromosomes, X and Y, play an important role in health and disease that goes beyond the determination of biological sex. Loss of the Y chromosome (LOY) in blood, which occurs naturally in aging men, has been found to be a driver of cardiac fibrosis and heart failure mortality. LOY also occurs in most solid tumors in males and is often associated with worse survival, suggesting that LOY may give tumor cells a growth or survival advantage. We analyzed LOY in lung adenocarcinoma (LUAD) using both bulk and single-cell expression data and found evidence suggesting that LOY affects the tumor immune environment by altering cancer/testis antigen expression and consequently facilitating tumor immune evasion. Analyzing immunotherapy data, we show that LOY and changes in expression of particular cancer/testis antigens are associated with response to pembrolizumab treatment and outcome, providing a new and powerful biomarker for predicting immunotherapy response in LUAD tumors in males.
Collapse
Affiliation(s)
- Jonas Fischer
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, 02115, MA, United States
- Department for Computer Vision and Machine Learning, Max Planck Institute for Informatics, Stuhlsatzenhausweg E1 4, Saarbrücken, 66123, Germany
| | - Katherine H. Shutta
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, 02115, MA, United States
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, 181 Longwood Avenue, Boston, 02115, MA, United States
| | - Chen Chen
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, 02115, MA, United States
| | - Viola Fanfani
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, 02115, MA, United States
| | - Enakshi Saha
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, 02115, MA, United States
| | - Panagiotis Mandros
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, 02115, MA, United States
| | - Marouen Ben Guebila
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, 02115, MA, United States
| | - Joanne Xiu
- Caris Life Sciences, 4610 South 44th Place, Phoenix, 85040, AZ, United States
| | - Jorge Nieva
- Department of Medicine, Keck School of Medicine of USC, 1975 Zonal Avenue, Los Angeles, 90033, CA, United States
| | - Stephen Liu
- Department of Medicine, Georgetown University School of Medicine, 3900 Reservoir Road NW, Washington, 20007, DC, United States
| | - Dipesh Uprety
- Karmanos Cancer Center, 4100 John R , Detroit, 48201, MI, United States
| | - David Spetzler
- Caris Life Sciences, 4610 South 44th Place, Phoenix, 85040, AZ, United States
| | - Camila M. Lopes-Ramos
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, 02115, MA, United States
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, 181 Longwood Avenue, Boston, 02115, MA, United States
- Department of Medicine, Harvard Medical School, 25 Shattuck St, Boston, 02115, MA, United States
| | - Dawn DeMeo
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, 181 Longwood Avenue, Boston, 02115, MA, United States
- Department of Medicine, Harvard Medical School, 25 Shattuck St, Boston, 02115, MA, United States
| | - John Quackenbush
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, 02115, MA, United States
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, 181 Longwood Avenue, Boston, 02115, MA, United States
| |
Collapse
|
3
|
Meng M, Guo Y, Chen Y, Li X, Zhang B, Xie Z, Liu J, Zhao Z, Liu Y, Zhang T, Qiao Y, Shang B, Zhou Q. Cancer/testis-45A1 promotes cervical cancer cell tumorigenesis and drug resistance by activating oncogenic SRC and downstream signaling pathways. Cell Oncol (Dordr) 2024; 47:657-676. [PMID: 37924456 PMCID: PMC11090944 DOI: 10.1007/s13402-023-00891-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/08/2023] [Indexed: 11/06/2023] Open
Abstract
BACKGROUND Cancer/testis antigen-45A1 (CT45A1) is overexpressed in various types of cancer but is not expressed in healthy women. The role of CT45A1 in cervical cancer has not yet been described in the literature. PURPOSE The aim of this research was to study the role of CT45A1 in cervical cancer progression and drug resistance, elucidate the mechanisms underlying CT45A1-mediated tumorigenesis and investigate CT45A1 as a biomarker for cervical cancer diagnosis, prognostic prediction, and targeted therapy. METHODS The CT45A1 levels in the tumors from cervical cancer patients were measured using immunohistochemical staining. The role and mechanisms underlying CT45A1-mediated cervical cancer cell tumor growth, invasion, and drug resistance were studied using xenograft mice, cervical cancer cells, immunohistochemistry, RNA-seq, real-time qPCR, Chromatin immunoprecipitation and Western blotting. RESULTS CT45A1 levels were notably high in the tumor tissues of human cervical cancer patients compared to the paracancerous tissues (p < 0.001). Overexpression of CT45A1 was closely associated with poor prognosis in cervical cancer patients. CT45A1 promoted cervical cancer cell tumor growth, invasion, neovascularization, and drug resistance. Mechanistically, CT45A1 promoted the expression of 128 pro-tumorigenic genes and concurrently activated key signaling pathways, including the oncogenic SRC, ERK, CREB, and YAP/TAZ signaling pathways. Furthermore, CT45A1-mediated tumorigenesis and drug resistance were markedly inhibited by the small molecule lycorine. CONCLUSION CT45A1 promotes cervical cancer cell tumorigenesis, neovascularization, and drug resistance by activating oncogenic SRC and downstream tumorigenic signaling pathways. These findings provide new insight into the pathogenesis of cervical cancer and offer a new platform for the development of novel therapeutics against cervical cancer.
Collapse
Affiliation(s)
- Mei Meng
- Cyrus Tang Hematology Center, Jiangsu Institute of Hematology, Soochow University, 199 Ren Ai Road, Suzhou Industrial Park, Suzhou, Jiangsu, 215123, People's Republic of China
- State Key Laboratory of Radiation Medicine and Protection, School of Radiation Medicine and Protection, Soochow University, Suzhou, Jiangsu, 215123, People's Republic of China
- National Clinical Research Center for Hematologic Diseases, The Affiliated Hospital of Soochow University, Suzhou, Jiangsu, 215123, People's Republic of China
- 2011 Collaborative Innovation Center of Hematology, Soochow University, Suzhou, Jiangsu, 215123, People's Republic of China
- The Ninth Affiliated Hospital, Soochow University, Suzhou, Jiangsu, 215123, People's Republic of China
| | - Yan Guo
- Department of Gynecology and Obstetrics, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, 215006, People's Republic of China.
| | - Yu Chen
- Cyrus Tang Hematology Center, Jiangsu Institute of Hematology, Soochow University, 199 Ren Ai Road, Suzhou Industrial Park, Suzhou, Jiangsu, 215123, People's Republic of China
| | - Xu Li
- Cyrus Tang Hematology Center, Jiangsu Institute of Hematology, Soochow University, 199 Ren Ai Road, Suzhou Industrial Park, Suzhou, Jiangsu, 215123, People's Republic of China
| | - Bin Zhang
- National Key Laboratory of Immunity and Inflammation, Suzhou Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Suzhou, 215123, Jiangsu, People's Republic of China
| | - Zhijia Xie
- Department of Obstetrics and Gynecology, The Ninth Affiliated Hospital of Soochow University, Suzhou, Jiangsu, 215123, People's Republic of China
| | - Juntao Liu
- Cyrus Tang Hematology Center, Jiangsu Institute of Hematology, Soochow University, 199 Ren Ai Road, Suzhou Industrial Park, Suzhou, Jiangsu, 215123, People's Republic of China
| | - Zhe Zhao
- CAS Key Laboratory of Nano-Bio Interface, Suzhou Institute of Nano-Tech and Nano-Bionics, Chinese Academy of Sciences, Suzhou, 215123, Jiangsu, China
| | - Yuxi Liu
- Cyrus Tang Hematology Center, Jiangsu Institute of Hematology, Soochow University, 199 Ren Ai Road, Suzhou Industrial Park, Suzhou, Jiangsu, 215123, People's Republic of China
| | - Tong Zhang
- Cyrus Tang Hematology Center, Jiangsu Institute of Hematology, Soochow University, 199 Ren Ai Road, Suzhou Industrial Park, Suzhou, Jiangsu, 215123, People's Republic of China
| | - Yingnan Qiao
- Cyrus Tang Hematology Center, Jiangsu Institute of Hematology, Soochow University, 199 Ren Ai Road, Suzhou Industrial Park, Suzhou, Jiangsu, 215123, People's Republic of China
| | - Bingxue Shang
- Institute of Systems Medicine, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
- Suzhou Institute of Systems Medicine, Suzhou, China.
| | - Quansheng Zhou
- Cyrus Tang Hematology Center, Jiangsu Institute of Hematology, Soochow University, 199 Ren Ai Road, Suzhou Industrial Park, Suzhou, Jiangsu, 215123, People's Republic of China.
- State Key Laboratory of Radiation Medicine and Protection, School of Radiation Medicine and Protection, Soochow University, Suzhou, Jiangsu, 215123, People's Republic of China.
- National Clinical Research Center for Hematologic Diseases, The Affiliated Hospital of Soochow University, Suzhou, Jiangsu, 215123, People's Republic of China.
- 2011 Collaborative Innovation Center of Hematology, Soochow University, Suzhou, Jiangsu, 215123, People's Republic of China.
- The Ninth Affiliated Hospital, Soochow University, Suzhou, Jiangsu, 215123, People's Republic of China.
| |
Collapse
|
4
|
Meng L, Hu YT, Xu AM. F-box and leucine-rich repeat 6 promotes gastric cancer progression via the promotion of epithelial-mesenchymal transition. World J Gastrointest Oncol 2023; 15:490-503. [PMID: 37009323 PMCID: PMC10052668 DOI: 10.4251/wjgo.v15.i3.490] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Revised: 01/06/2023] [Accepted: 02/15/2023] [Indexed: 03/14/2023] Open
Abstract
BACKGROUND F-box and leucine-rich repeat 6 (FBXL6) have reportedly been associated with several cancer types. However, the role and mechanisms of FBXL6 in gastric cancer (GC) require further elucidation.
AIM To investigate the effect of FBXL6 in GC tissues and cells and the underlying mechanisms.
METHODS TCGA and GEO database analysis was performed to evaluate the expression of FBXL6 in GC tissues and adjacent normal tissues. Reverse transcription-quantitative polymerase chain reaction, immunofluorescence, and western blotting were used to detect the expression of FBXL6 in GC tissue and cell lines. Cell clone formation, 5-ethynyl-2’-deoxyuridine (EdU) assays, CCK-8, transwell migration assay, and wound healing assays were performed to evaluate the malignant biological behavior in GC cell lines after transfection with FBXL6-shRNA and the overexpression of FBXL6 plasmids. Furthermore, in vivo tumor assays were performed to prove whether FBXL6 promoted cell proliferation in vivo.
RESULTS FBXL6 expression was upregulated more in tumor tissues than in adjacent normal tissues and positively associated with clinicopathological characteristics. The outcomes of CCK-8, clone formation, and Edu assays demonstrated that FBXL6 knockdown inhibited cell proliferation, whereas upregulation of FBXL6 promoted proliferation in GC cells. Additionally, the transwell migration assay revealed that FBXL6 knockdown suppressed migration and invasion, whereas the overexpression of FBXL6 showed the opposite results. Through the subcutaneous tumor implantation assay, it was evident that the knockdown of FBXL6 inhibited GC graft tumor growth in vivo. Western blotting showed that the effects of FBXL6 on the expression of the proteins associated with the epithelial-mesenchymal transition-associated proteins in GC cells.
CONCLUSION Silencing of FBXL6 inactivated the EMT pathway to suppress GC malignancy in vitro. FBXL6 can potentially be used for the diagnosis and targeted therapy of patients with GC.
Collapse
Affiliation(s)
- Lei Meng
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui Province, China
| | - Yu-Ting Hu
- Department of Immunology, College of Basic Medicine, Anhui Medical University, Hefei 230022, Anhui Province, China
| | - A-Man Xu
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui Province, China
| |
Collapse
|
5
|
The cancer-testis antigen FBXO39 predicts poor prognosis and is associated with stemness and aggressiveness in glioma. Pathol Res Pract 2022; 239:154168. [DOI: 10.1016/j.prp.2022.154168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 09/29/2022] [Accepted: 10/11/2022] [Indexed: 11/21/2022]
|