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He S, He Y, Deng L, Guo Y, Wang X, Wang Q, Luo L, Liu Q. Identification of RRM2 as a key ferroptosis-related gene in sepsis. Inflamm Res 2024; 73:459-473. [PMID: 38286859 DOI: 10.1007/s00011-023-01849-2] [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] [Received: 03/30/2023] [Revised: 11/23/2023] [Accepted: 12/28/2023] [Indexed: 01/31/2024] Open
Abstract
OBJECTIVE Sepsis and sepsis-associated organ failure are devastating conditions for which there are no effective therapeutic agent. Several studies have demonstrated the significance of ferroptosis in sepsis. The study aimed to identify ferroptosis-related genes (FRGs) in sepsis, providing potential therapeutic targets. METHODS The weighted gene co-expression network analysis (WGCNA) was utilized to screen sepsis-associated genes. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were used to explore gene functions. Three machine learning methods were employed to identify sepsis-related hub genes. Survival and multivariate Cox regression analysis allowed further screening for the key gene RRM2 associated with prognosis. The immune infiltration analysis of the screened sepsis key genes was performed. Additionally, a cecum ligation and puncture (CLP)-induced mouse sepsis model was constructed to validate the expression of key gene in the sepsis. RESULTS Six sepsis-associated differentially expressed FRGs (RRM2, RPL7A, HNRNPA1, PEBP1, MYL8B and TXNIP) were screened by WGCNA and three machine learning methods analysis. Survival analysis and multivariate Cox regression analysis showed that RRM2 was a key gene in sepsis and an independent prognostic factor associated with clinicopathological and molecular features of sepsis. Immune cell infiltration analysis demonstrated that RRM2 had a connection to various immune cells, such as CD4 T cells and neutrophils. Furthermore, animal experiment demonstrated that RRM2 was highly expressed in CLP-induced septic mice, and the use of Fer-1 significantly inhibited RRM2 expression, inhibited serum inflammatory factor TNF-α, IL-6 and IL-1β expression, ameliorated intestinal injury and improved survival in septic mice. CONCLUSION RRM2 plays an important role in sepsis and may contribute to sepsis through the ferroptosis pathway. This study provides potential therapeutic targets for sepsis.
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Affiliation(s)
- Shasha He
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing Institute of Chinese Medicine, Beijing Key Laboratory of Basic Research with Traditional Chinese Medicine on Infectious Diseases, Beijing, China
| | - Yidong He
- The First Clinical College, Guangdong Medical University, Zhanjiang, Guangdong, China
| | - Liyan Deng
- The First Clinical College, Guangdong Medical University, Zhanjiang, Guangdong, China
| | - Yuhong Guo
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing Institute of Chinese Medicine, Beijing Key Laboratory of Basic Research with Traditional Chinese Medicine on Infectious Diseases, Beijing, China
| | - Xiaopeng Wang
- Beijing Traditional Chinese Medicine Hospital Shunyi Hospital, Beijing, China
| | - Qian Wang
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing, China.
| | - Lianxiang Luo
- The Marine Biomedical Research Institute, School of Ocean and Tropical Medicine, Guangdong Medical University, Zhanjiang, Guangdong, China.
- The Marine Biomedical Research Institute of Guangdong Zhanjiang, Zhanjiang, Guangdong, China.
| | - Qingquan Liu
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing Institute of Chinese Medicine, Beijing Key Laboratory of Basic Research with Traditional Chinese Medicine on Infectious Diseases, Beijing, China.
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Zhang X, Li X, Xia R, Zhang HS. Ferroptosis resistance in cancer: recent advances and future perspectives. Biochem Pharmacol 2024; 219:115933. [PMID: 37995980 DOI: 10.1016/j.bcp.2023.115933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 11/15/2023] [Accepted: 11/16/2023] [Indexed: 11/25/2023]
Abstract
Ferroptosis is an iron-dependent, non-apoptotic form of regulated cell death and has been implicated in the occurrence and development of various diseases, including heart disease, nervous system diseases and cancer. Ferroptosis induction recently emerged as an attractive strategy for cancer therapy. Ferroptosis has become a potential target for intervention in these diseases or injuries in relevant preclinical models. This review summarizes recent progress on the mechanisms of ferroptosis resistance in cancer, highlights redox status and metabolism's role in it. Combination therapy for ferroptosis has great potential in cancer treatment, especially malignant tumors that are resistant to conventional therapies. This review will lead us to have a comprehensive understanding of the future exploration of ferroptosis and cancer therapy. A deeper understanding of the relationship between ferroptosis resistance and metabolism reprogramming may provide new strategies for tumor treatment and drug development based on ferroptosis.
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Affiliation(s)
- Xing Zhang
- Faculty of Environment and Life, Beijing University of Technology, Pingleyuan 100(#), District of Chaoyang, Beijing 100124, China
| | - Xiang Li
- Faculty of Environment and Life, Beijing University of Technology, Pingleyuan 100(#), District of Chaoyang, Beijing 100124, China
| | - Ran Xia
- Faculty of Environment and Life, Beijing University of Technology, Pingleyuan 100(#), District of Chaoyang, Beijing 100124, China
| | - Hong-Sheng Zhang
- Faculty of Environment and Life, Beijing University of Technology, Pingleyuan 100(#), District of Chaoyang, Beijing 100124, China.
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Shan Z, Tang W, Shi Z, Shan T. Ferroptosis: An Emerging Target for Bladder Cancer Therapy. Curr Issues Mol Biol 2023; 45:8201-8214. [PMID: 37886960 PMCID: PMC10605744 DOI: 10.3390/cimb45100517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 09/28/2023] [Accepted: 09/30/2023] [Indexed: 10/28/2023] Open
Abstract
Bladder cancer (BC), as one of the main urological cancers in the world, possesses the abilities of multiple-drug resistance and metastasis. However, there remains a significant gap in the understanding and advancement of prognosis and therapeutic strategies for BC. Ferroptosis, a novel type of iron-dependent regulated cell death, depends on lipid peroxidation, which has been proven to have a strong correlation with the development and treatment of BC. Its mechanism mainly includes three pathways, namely, lipid peroxidation, the antioxidant system, and the iron overload pathway. In this review, we reviewed the mechanism of ferroptosis, along with the related therapeutic targets and drugs for BC, as it might become a new anticancer treatment in the future.
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Affiliation(s)
- Zhengda Shan
- School of Medicine, Sun Yat-sen University, Shenzhen 518107, China;
| | - Wenbin Tang
- School of Medicine, Xiamen University, Xiamen 361102, China;
| | - Zhiyuan Shi
- School of Medicine, Xiamen University, Xiamen 361102, China;
| | - Tao Shan
- School of Basic Medicine, Qingdao University, Qingdao 266071, China
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Zhao Y, Ma R, Wang C, Hu R, Wu W, Sun X, Chen B, Zhang W, Chen Y, Zhou J, Yuan P. CAPG interference induces apoptosis and ferroptosis in colorectal cancer cells through the P53 pathway. Mol Cell Probes 2023; 71:101919. [PMID: 37468079 DOI: 10.1016/j.mcp.2023.101919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 06/21/2023] [Accepted: 07/07/2023] [Indexed: 07/21/2023]
Abstract
PURPOSE Given the high incidence and mortality rates of colorectal cancer (CRC) and the inadequacy of existing treatments for many patients, this study aimed to explore the potential of Capping Actin Protein (CAPG), a protein involved in actin-related movements, as a novel therapeutic target for CRC. METHODS Bioinformatic analysis of gene expression was conducted using the UALCAN website. Cell proliferation was measured using the CCK-8 kit. Cell cycle, apoptosis, and ferroptosis were analyzed using flow cytometry. Tumorigenesis was evaluated by the subcutaneous inoculation of CRC cells into BALB/c nude female mice. Differentially expressed genes and signaling pathways were identified using RNA sequencing. RESULTS CAPG was significantly overexpressed in human CRC tissues and its upregulation was correlated with poor overall survival. CAPG knockdown led to notable inhibition of CRC cells in vitro and in vivo. Interference with CAPG blocked the cell cycle at the G1 phase and triggered apoptosis and ferroptosis by upregulating the P53 pathway in CRC cells. CONCLUSION CRC patients with higher CAPG levels have a poorer prognosis. CAPG inhibits apoptosis and ferroptosis, while promoting CRC cell proliferation by repressing the P53 pathway. Our study suggests that CAPG may be a potential therapeutic target for CRC prognosis and treatment.
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Affiliation(s)
- Yingying Zhao
- Guangdong Institute of Gastroenterology, Guangzhou, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Rui Ma
- Guangdong Institute of Gastroenterology, Guangzhou, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Chuyue Wang
- Guangdong Institute of Gastroenterology, Guangzhou, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Rong Hu
- Guangdong Institute of Gastroenterology, Guangzhou, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Weili Wu
- Guangdong Institute of Gastroenterology, Guangzhou, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiang Sun
- Department of Medical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China; Center for Stem Cell Biology and Tissue Engineering, Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, China
| | - Baotao Chen
- Dermatology Hospital, Southern Medical University, Guangzhou, China
| | | | - You Chen
- Guangdong Institute of Gastroenterology, Guangzhou, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Jiajian Zhou
- Dermatology Hospital, Southern Medical University, Guangzhou, China
| | - Ping Yuan
- Guangdong Institute of Gastroenterology, Guangzhou, China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Disease, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
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Feng F, Zhong YX, Huang JH, Lin FX, Zhao PP, Mai Y, Wei W, Zhu HC, Xu ZP. Identifying stage-associated hub genes in bladder cancer via weighted gene co-expression network and robust rank aggregation analyses. Medicine (Baltimore) 2022; 101:e32318. [PMID: 36595851 PMCID: PMC9794320 DOI: 10.1097/md.0000000000032318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Accepted: 11/29/2022] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Bladder cancer (BC) is among the most frequent cancers globally. Although substantial efforts have been put to understand its pathogenesis, its underlying molecular mechanisms have not been fully elucidated. METHODS The robust rank aggregation approach was adopted to integrate 4 eligible bladder urothelial carcinoma microarray datasets from the Gene Expression Omnibus. Differentially expressed gene sets were identified between tumor samples and equivalent healthy samples. We constructed gene co-expression networks using weighted gene co-expression network to explore the alleged relationship between BC clinical characteristics and gene sets, as well as to identify hub genes. We also incorporated the weighted gene co-expression network and robust rank aggregation to screen differentially expressed genes. RESULTS CDH11, COL6A3, EDNRA, and SERPINF1 were selected from the key module and validated. Based on the results, significant downregulation of the hub genes occurred during the early stages of BC. Moreover, receiver operating characteristics curves and Kaplan-Meier plots showed that the genes exhibited favorable diagnostic and prognostic value for BC. Based on gene set enrichment analysis for single hub gene, all the genes were closely linked to BC cell proliferation. CONCLUSIONS These results offer unique insight into the pathogenesis of BC and recognize CDH11, COL6A3, EDNRA, and SERPINF1 as potential biomarkers with diagnostic and prognostic roles in BC.
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Affiliation(s)
- Fu Feng
- Department of Urinary Surgery, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Yu-Xiang Zhong
- Department of Urinary Surgery, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Jian-Hua Huang
- Department of Urinary Surgery, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Fu-Xiang Lin
- Department of Urinary Surgery, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Peng-Peng Zhao
- Department of Urinary Surgery, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Yuan Mai
- Department of Urinary Surgery, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Wei Wei
- Department of Urinary Surgery, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Hua-Cai Zhu
- Department of Urinary Surgery, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
| | - Zhan-Ping Xu
- Department of Urinary Surgery, Foshan Hospital of Traditional Chinese Medicine, Foshan, China
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