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Xu P, Liu S, Song S, yao X, Li X, Zhang J, Liu Y, Zheng Y, Gao G, Xu J. Identification and validation of a novel angiogenesis-related gene signature for predicting prognosis in gastric adenocarcinoma. Front Oncol 2023; 12:965102. [PMID: 36727080 PMCID: PMC9885177 DOI: 10.3389/fonc.2022.965102] [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: 06/09/2022] [Accepted: 12/05/2022] [Indexed: 01/19/2023] Open
Abstract
Background Angiogenesis is a major promotor of tumor progression and metastasis in gastric adenocarcinoma (STAD). We aimed to develop a novel lncRNA gene signature by identifying angiogenesis-related genes to better predict prognosis in STAD patients. Methods The expression profiles of angiogenesis-related mRNA and lncRNA genes were collected from The Cancer Genome Atlas (TCGA). Then, the "limma" package was used to identify differentially expressed genes (DEGs). The expression profiles of angiogenesis-related genes were clustered by consumusclusterplus. The Pearson correlation coefficient was further used to identify lncRNAs coexpressed with angiogenesis-related clustere genes. We used Lasso Cox regression analysis to construct the angiogenesis-related lncRNAs signature. Furthermore, the diagnostic accuracy of the prognostic risk signature were validated by the TCGA training set, internal test sets and external test set. We used multifactor Cox analysis to determine that the risk score is an independent prognostic factor different from clinical characteristics. Nomogram has been used to quantitatively determine personal risk in a clinical environment. The ssGSEA method or GSE176307 data were used to evaluate the infiltration state of immune cells or predictive ability for the benefit of immunotherapy by angiogenesis-related lncRNAs signature. Finally, the expression and function of these signature genes were explored by RT-PCR and colony formation assays. Results Among angiogenesis-related genes clusters, the stable number of clusters was 2. A total of 289 DEGs were identified and 116 lncRNAs were screened to have a significant coexpression relationship with angiogenic DEGs (P value<0.001 and |R| >0.5). A six-gene signature comprising LINC01579, LINC01094, RP11.497E19.1, AC093850.2, RP11.613D13.8, and RP11.384P7.7 was constructed by Lasso Cox regression analysis. The multifactor Cox analysis and Nomogram results showed that our angiogenesis-related lncRNAs signature has good predictive ability for some different clinical factors. For immune, angiogenesis-related lncRNAs signature had the ability to efficiently predict infiltration state of 23 immune cells and immunotherapy. The qPCR analysis showed that the expression levels of the six lncRNA signature genes were all higher in gastric adenocarcinoma tissues than in adjacent tissues. The functional experiment results indicated that downregulation of the expression of these six lncRNA signature genes suppressed the proliferation of ASG and MKN45 cells. Conclusion Six angiogenesis-related genes were identified and integrated into a novel risk signature that can effectively assess prognosis and provide potential therapeutic targets for STAD patients.
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Affiliation(s)
- Peipei Xu
- Department of Biliary-Pancreatic Surgery, Renji Hospital Affiliated to Shanghai Jiao Tong University, School of Medicine, Shanghai, China,State Key Laboratory of Oncogenes and Related Genes, Shanghai, China
| | - Sailiang Liu
- Department of Biliary-Pancreatic Surgery, Renji Hospital Affiliated to Shanghai Jiao Tong University, School of Medicine, Shanghai, China,State Key Laboratory of Oncogenes and Related Genes, Shanghai, China
| | - Shu Song
- Department of Pathology, Shanghai Public Health Clinical Center Affiliated to Fudan University, Shanghai, China
| | - Xiang yao
- Department of Biliary-Pancreatic Surgery, Renji Hospital Affiliated to Shanghai Jiao Tong University, School of Medicine, Shanghai, China,State Key Laboratory of Oncogenes and Related Genes, Shanghai, China
| | - Xuechuan Li
- Department of Biliary-Pancreatic Surgery, Renji Hospital Affiliated to Shanghai Jiao Tong University, School of Medicine, Shanghai, China,State Key Laboratory of Oncogenes and Related Genes, Shanghai, China
| | - Jie Zhang
- Department of Biliary-Pancreatic Surgery, Renji Hospital Affiliated to Shanghai Jiao Tong University, School of Medicine, Shanghai, China,State Key Laboratory of Oncogenes and Related Genes, Shanghai, China
| | - Yinbing Liu
- Department of Biliary-Pancreatic Surgery, Renji Hospital Affiliated to Shanghai Jiao Tong University, School of Medicine, Shanghai, China,State Key Laboratory of Oncogenes and Related Genes, Shanghai, China
| | - Ye Zheng
- Department of Pathology, Shanghai Public Health Clinical Center Affiliated to Fudan University, Shanghai, China,*Correspondence: Ye Zheng, ; Ganglong Gao, ; Jingjing Xu,
| | - Ganglong Gao
- Department of Biliary-Pancreatic Surgery, Renji Hospital Affiliated to Shanghai Jiao Tong University, School of Medicine, Shanghai, China,State Key Laboratory of Oncogenes and Related Genes, Shanghai, China,*Correspondence: Ye Zheng, ; Ganglong Gao, ; Jingjing Xu,
| | - Jingjing Xu
- Department of Pathology, Shanghai Public Health Clinical Center Affiliated to Fudan University, Shanghai, China,*Correspondence: Ye Zheng, ; Ganglong Gao, ; Jingjing Xu,
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Cai Y, Zeng R, Peng J, Liu W, He Q, Xu Z, Bai N. The downregulated drug-metabolism related ALDH6A1 serves as predictor for prognosis and therapeutic immune response in gastric cancer. Aging (Albany NY) 2022; 14:7038-7051. [PMID: 36098688 PMCID: PMC9512493 DOI: 10.18632/aging.204270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 08/24/2022] [Indexed: 11/25/2022]
Abstract
Drug metabolism-associated genes have been clarified to play a vital role in the process of cancer cell growth and migration. Nevertheless, the correlation between drug metabolism-associated genes and gastric cancer (GC) has not been fully explored and clarified. This paper has focused on the role of aldehyde dehydrogenase 6 family member A1 (ALDH6A1), a drug metabolism-associated gene, in the immune regulation and prognosis of GC patients. Using several bioinformatics platforms and immunohistochemistry (IHC) assay, we found that ALDH6A1 expression was significantly down-regulated in GC tissues. Moreover, higher expression of ALDH6A1 was related to the better prognosis of GC patients. ALDH6A1 was also found to be involved in the regulation of several immune-associated signatures, including immunoinhibitors. In conclusion, the above results have concluded that aberrant expression of ALDH6A1 might be served as the promising predictor for prognosis and clinical immunotherapy response in GC patients.
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Affiliation(s)
- Yuan Cai
- Department of Pathology, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
| | - Rong Zeng
- General Surgery Department, Second Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
| | - Jinwu Peng
- Department of Pathology, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
- Department of Pathology, Xiangya Changde Hospital, Changde 415000, Hunan, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
| | - Wei Liu
- Department of Pathology, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
- Department of Orthopedic Surgery, The Second Hospital University of South China, Hengyang 421001, Hunan, China
| | - Qingchun He
- Department of Emergency, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
- Department of Emergency, Xiangya Changde Hospital, Changde 415000, Hunan, China
| | - Zhijie Xu
- Department of Pathology, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
| | - Ning Bai
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
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Nie C, Zhai J, Wang Q, Zhu X, Xiang G, Liu C, Liu T, Wang W, Wang Y, Zhao Y, Tian W, Xue Y, Zhou H. Comprehensive Analysis of an Individualized Immune-Related lncRNA Pair Signature in Gastric Cancer. Front Cell Dev Biol 2022; 10:805623. [PMID: 35273959 PMCID: PMC8902466 DOI: 10.3389/fcell.2022.805623] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2021] [Accepted: 02/02/2022] [Indexed: 12/26/2022] Open
Abstract
Long noncoding RNAs (lncRNAs) have diverse functions, including immune regulation. Increasing studies have reported immune-related lncRNAs in the prognosis of multiple cancers. In this study, we developed an individualized signature containing 13 immune-related lncRNA pairs (IRLPs) which could predict the overall survival, disease-free survival, progression-free survival, and disease-specific survival of gastric cancer (GC) patients in The Cancer Genome Atlas (TCGA) cohort, and internal and external validations, signature comparisons, and subgroup analyses further confirmed its superiority, stability, and generalizability. Notably, this signature also showed good applicability in discriminating the prognosis of pan-cancer patients. Then, we constructed and validated a nomogram for overall survival based on the signature and clinical factors, which allowed more accurate predictions of GC prognosis. In addition, we revealed that the low survival rate of patients with high-risk scores may be due to their aggressive clinical features, enriched cancer-related signaling pathways, the infiltration of specific immunosuppressive cells, and low tumor mutation burden. We further predicted obviously worse immunotherapeutic responses in the high-risk groups and identified some candidate compounds targeting GC risk group differentiation. This signature based on the IRLPs may be promising for predicting the survival outcomes and immunotherapeutic responses of GC patients in clinical practice.
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Affiliation(s)
- Chuang Nie
- Department of Epidemiology, College of Public Health, Harbin Medical University, Harbin, China
| | - Jiabao Zhai
- Department of Epidemiology, College of Public Health, Harbin Medical University, Harbin, China
| | - Qi Wang
- Department of Epidemiology, College of Public Health, Harbin Medical University, Harbin, China
| | - Xiaojie Zhu
- Department of Epidemiology, College of Public Health, Harbin Medical University, Harbin, China
| | - Guanghui Xiang
- Department of Epidemiology, College of Public Health, Harbin Medical University, Harbin, China
| | - Chang Liu
- Department of Epidemiology, College of Public Health, Harbin Medical University, Harbin, China
| | - Tianyu Liu
- Department of Epidemiology, College of Public Health, Harbin Medical University, Harbin, China
| | - Wanyu Wang
- Department of Epidemiology, College of Public Health, Harbin Medical University, Harbin, China
| | - Yimin Wang
- Department of Gastroenterological Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Yashuang Zhao
- Department of Epidemiology, College of Public Health, Harbin Medical University, Harbin, China
| | - Wenjing Tian
- Department of Epidemiology, College of Public Health, Harbin Medical University, Harbin, China
| | - Yingwei Xue
- Department of Gastroenterological Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Haibo Zhou
- Department of Epidemiology, College of Public Health, Harbin Medical University, Harbin, China
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