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Hong X, Zhuang K, Xu N, Wang J, Liu Y, Tang S, Zhao J, Huang Z. An integrated analysis of prognostic mRNA signature in early- and progressive-stage gastric adenocarcinoma. Front Mol Biosci 2023; 9:1022056. [PMID: 36660425 PMCID: PMC9846543 DOI: 10.3389/fmolb.2022.1022056] [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: 08/18/2022] [Accepted: 11/28/2022] [Indexed: 01/06/2023] Open
Abstract
The pathogenesis and vital factors of early and progressive stages of stomach adenocarcinoma (STAD) have not been fully elucidated. In order to discover novel and potential targets to guide effective treatment strategies, a comprehensive bioinformatics study was performed, and the representative results were then validated by quantitative polymerase chain reaction (qPCR) and immunohistochemical (IMC) staining in clinical samples. A total of 4,627, 4,715, and 3,465 differentially expressed genes (DEGs) from overall-, early-, and progressive-stage STAD were identified, respectively. Prognostic models of 5-year OS were established for overall-, early-, and progressive-stage STAD, and ROC curves demonstrated AUC values for each model were 0.73, 0.87, and 0.92, respectively. Function analysis revealed that mRNAs of early-stage STAD were enriched in chemical stimulus-related pathways, whereas remarkable enrichment of mRNAs in progressive-stage STAD mainly lay in immune-related pathways. Both qPCR and IHC data confirmed the up-regulation of IGFBP1 in the early-stage and CHAF1A in progressive-stage STAD compared with their matched normal tissues, indicating that these two representative targets could be used to predict the prognostic status of the patients in these two distinct STAD stages, respectively. In addition, seven mRNAs (F2, GRID2, TF, APOB, KIF18B, INCENP, and GCG) could be potential novel biomarkers for STAD at different stages from this study. These results contributed to identifying STAD patients at high-risk, thus guiding targeted treatment with efficacy in these patients.
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Affiliation(s)
- Xiaoling Hong
- The First Dongguan Affiliated Hospital, Guangdong Medical University, Dongguan, China,Key Laboratory of Big Data Mining and Precision Drug Design, Guangdong Medical University, Dongguan, China,Key Laboratory of Computer-Aided Drug Design of Dongguan City, Guangdong Medical University, Dongguan, China,Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, Guangdong Medical University, Dongguan, China,The Second School of Clinical Medicine, Guangdong Medical University, Zhanjiang, China
| | - Kai Zhuang
- Key Laboratory of Big Data Mining and Precision Drug Design, Guangdong Medical University, Dongguan, China,Key Laboratory of Computer-Aided Drug Design of Dongguan City, Guangdong Medical University, Dongguan, China,Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, Guangdong Medical University, Dongguan, China,School of Public Health, Guangdong Medical University, Dongguan, China
| | - Na Xu
- Key Laboratory of Big Data Mining and Precision Drug Design, Guangdong Medical University, Dongguan, China,Key Laboratory of Computer-Aided Drug Design of Dongguan City, Guangdong Medical University, Dongguan, China,Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, Guangdong Medical University, Dongguan, China
| | - Jiang Wang
- School of Biomedical Engineering, Guangdong Medical University, Zhanjiang, China
| | - Yong Liu
- Key Laboratory of Big Data Mining and Precision Drug Design, Guangdong Medical University, Dongguan, China,Key Laboratory of Computer-Aided Drug Design of Dongguan City, Guangdong Medical University, Dongguan, China,Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, Guangdong Medical University, Dongguan, China
| | - Siqi Tang
- Key Laboratory of Big Data Mining and Precision Drug Design, Guangdong Medical University, Dongguan, China,Key Laboratory of Computer-Aided Drug Design of Dongguan City, Guangdong Medical University, Dongguan, China,Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, Guangdong Medical University, Dongguan, China,The Second School of Clinical Medicine, Guangdong Medical University, Zhanjiang, China
| | - Junzhang Zhao
- Department of Gastroenterology, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangdong, Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, National Key Clinical Discipline, Guangzhou, China,Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, China,*Correspondence: Junzhang Zhao, ; Zunnan Huang,
| | - Zunnan Huang
- The First Dongguan Affiliated Hospital, Guangdong Medical University, Dongguan, China,Key Laboratory of Big Data Mining and Precision Drug Design, Guangdong Medical University, Dongguan, China,Key Laboratory of Computer-Aided Drug Design of Dongguan City, Guangdong Medical University, Dongguan, China,Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, Guangdong Medical University, Dongguan, China,Marine Medical Research Institute of Guangdong Zhanjiang, Zhanjiang, China,*Correspondence: Junzhang Zhao, ; Zunnan Huang,
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Liu X, Zhang J, Ju S, Liu L, Sun Y, Guo L, Zhen Q, Han S, Lu W, Zhang Y. ECT2 promotes malignant phenotypes through the activation of the AKT/mTOR pathway and cisplatin resistance in cervical cancer. Cancer Gene Ther 2023; 30:62-73. [PMID: 36056253 DOI: 10.1038/s41417-022-00525-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Revised: 08/09/2022] [Accepted: 08/19/2022] [Indexed: 01/19/2023]
Abstract
Epithelial cell transforming sequence 2 (ECT2) is expressed at high levels in various malignancies and contributes to malignant phenotypes in cancers. However, ECT2 is still not fully understood regarding its function and carcinogenic mechanism in cervical cancer. This research indicated that ECT2 expression was elevated in cervical cancer based on bioinformatics analysis and clinical specimens. Experiments in vitro and in vivo confirmed that ECT2 knockdown could suppress the proliferation and metastasis of cervical carcinoma cells. In addition, we found that silencing ECT2 could enhance the sensitivity to cisplatin and promote cell apoptosis. Mechanistically, we observed that ECT2 knockdown could inhibit the AKT/mTOR pathway and activate apoptosis, while ECT2 overexpression induced the opposite effect. The relationship between ECT2 and AKT was further confirmed by immunoprecipitation and rescue experiments. We found that the ECT2 and AKT could interact to form a complex, and knockdown AKT could offset all of the effects induced by ECT2. Our study emphasized the key point of ECT2 in the reversal of cisplatin resistance, and ECT2 could become a potential therapeutic target in cervical cancer.
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Affiliation(s)
- Xiaoli Liu
- Department of Obstetrics and Gynecology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.,Key Laboratory of Gynecologic Oncology of Shandong Province, Jinan, China.,Shandong Engineering Laboratory for Urogynecology, Qilu Hospital of Shandong University, Jinan, China
| | - Junhua Zhang
- Department of Obstetrics and Gynecology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.,Key Laboratory of Gynecologic Oncology of Shandong Province, Jinan, China.,Shandong Engineering Laboratory for Urogynecology, Qilu Hospital of Shandong University, Jinan, China
| | - Shuang Ju
- Department of Obstetrics and Gynecology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.,Key Laboratory of Gynecologic Oncology of Shandong Province, Jinan, China.,Shandong Engineering Laboratory for Urogynecology, Qilu Hospital of Shandong University, Jinan, China
| | - Lu Liu
- Department of Obstetrics and Gynecology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.,Key Laboratory of Gynecologic Oncology of Shandong Province, Jinan, China.,Shandong Engineering Laboratory for Urogynecology, Qilu Hospital of Shandong University, Jinan, China
| | - Yu Sun
- Department of Obstetrics and Gynecology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.,Key Laboratory of Gynecologic Oncology of Shandong Province, Jinan, China.,Shandong Engineering Laboratory for Urogynecology, Qilu Hospital of Shandong University, Jinan, China
| | - Lingyu Guo
- Department of Obstetrics and Gynecology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.,Key Laboratory of Gynecologic Oncology of Shandong Province, Jinan, China.,Shandong Engineering Laboratory for Urogynecology, Qilu Hospital of Shandong University, Jinan, China
| | - Qianwei Zhen
- Department of Obstetrics and Gynecology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.,Key Laboratory of Gynecologic Oncology of Shandong Province, Jinan, China.,Shandong Engineering Laboratory for Urogynecology, Qilu Hospital of Shandong University, Jinan, China
| | - Sai Han
- Department of Obstetrics and Gynecology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.,Key Laboratory of Gynecologic Oncology of Shandong Province, Jinan, China.,Shandong Engineering Laboratory for Urogynecology, Qilu Hospital of Shandong University, Jinan, China
| | - Wei Lu
- Department of Obstetrics and Gynecology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.,Key Laboratory of Gynecologic Oncology of Shandong Province, Jinan, China.,Shandong Engineering Laboratory for Urogynecology, Qilu Hospital of Shandong University, Jinan, China
| | - Youzhong Zhang
- Department of Obstetrics and Gynecology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China. .,Key Laboratory of Gynecologic Oncology of Shandong Province, Jinan, China. .,Shandong Engineering Laboratory for Urogynecology, Qilu Hospital of Shandong University, Jinan, China.
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