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Gao G, Liu R, Wu D, Gao D, Lv Y, Xu X, Fu B, Lin Z, Wang T, He A, Bai J. Risk score constructed with neutrophil extracellular traps-related genes predicts prognosis and immune microenvironment in multiple myeloma. Front Oncol 2024; 14:1365460. [PMID: 38919521 PMCID: PMC11196624 DOI: 10.3389/fonc.2024.1365460] [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: 01/04/2024] [Accepted: 05/28/2024] [Indexed: 06/27/2024] Open
Abstract
Background Multiple myeloma (MM) exhibits considerable heterogeneity in treatment responses and survival rates, even when standardized care is administered. Ongoing efforts are focused on developing prognostic models to predict these outcomes more accurately. Recently, neutrophil extracellular traps (NETs) have emerged as a potential factor in MM progression, sparking investigation into their role in prognostication. Methods In this study, a multi-gene risk scoring model was constructed using the intersection of NTEs and differentially expressed genes (DEGs), applying the least absolute shrinkage and selection operator (LASSO) Cox regression model. A nomogram was established, and the prognostic model's effectiveness was determined via Kaplan-Meier survival analysis, receiver operating characteristic (ROC) curve, and decision curve analysis (DCA). The ESTIMATE algorithm and immune-related single-sample gene set enrichment analysis (ssGSEA) were employed to evaluate the level of immune infiltration. The sensitivity of chemotherapy drugs was assessed using the Genomics of Drug Sensitivity in Cancer (GDSC) database. Ultimately, the presence of the detected genes was confirmed through quantitative real-time polymerase chain reaction (qRT-PCR) analysis in MM cell specimens. Results 64 NETs-DEGs were yielded, and through univariate Cox regression and LASSO regression analysis, we constructed a risk score composed of six genes: CTSG, HSPE1, LDHA, MPO, PINK1, and VCAM1. MM patients in three independent datasets were classified into high- and low-risk groups according to the risk score. The overall survival (OS) of patients in the high-risk group was significantly reduced compared to the low-risk group. Furthermore, the risk score was an independent predictive factor for OS. In addition, interactions between the risk score, immune score, and immune cell infiltration were investigated. Further analysis indicated that patients in the high-risk group were more sensitive to a variety of chemotherapy and targeted drugs, including bortezomib. Moreover, the six genes provided insights into the progression of plasma cell disorders. Conclusion This study offers novel insights into the roles of NETs in prognostic prediction, immune status, and drug sensitivity in MM, serving as a valuable supplement and enhancement to existing grading systems.
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Affiliation(s)
- Gongzhizi Gao
- Department of Hematology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Rui Liu
- Department of Hematology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Dong Wu
- Department of Hematology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Dandan Gao
- Department of Hematology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Yang Lv
- Department of Hematology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Xuezhu Xu
- Department of Hematology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Bingjie Fu
- Department of Hematology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Zujie Lin
- Department of Hematology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Ting Wang
- Department of Hematology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Aili He
- Department of Hematology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
- National-Local Joint Engineering Research Center of Biodiagnostics & Biotherapy, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
- Xi’an Key Laboratory of hematological diseases, Xi’an, China
| | - Ju Bai
- Department of Hematology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
- Xi’an Key Laboratory of hematological diseases, Xi’an, China
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Li GH, Miao Y, Chen H, Xue MF, Wang JY, Zhang JW, Yi ZF, Sun ZL. The small-molecule drug homoharringtonine targets HSF1 to suppress pancreatic cancer progression. Am J Cancer Res 2024; 14:2072-2087. [PMID: 38859866 PMCID: PMC11162665 DOI: 10.62347/xfjh3424] [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: 01/10/2024] [Accepted: 04/21/2024] [Indexed: 06/12/2024] Open
Abstract
Heat shock factor 1 (HSF1), an essential transcription factor for stress response, is exploited by various tumors to facilitate their initiation, progression, invasion, and migration. Amplification of HSF1 is widely regarded as an indicator in predicting cancer severity, the likelihood of treatment failure and reduced patient survival. Notably, HSF1 is markedly amplified in 40% of pancreatic cancer (PC), which typically have limited treatment options. HSF1 has been proven to be a promising therapeutic target for multiple cancers. However, a direct small molecule HSF1 inhibitor with sufficient bioactivity and reliable safety has not been developed clinically. In this study, we successfully established a high-throughput screening system utilizing luciferase reporter assay specifically designed for HSF1, which leads to the discovery of a potent small molecule inhibitor targeting HSF1. Homoharringtonine (HHT) selectively inhibited PC cell viability with high HSF1 expression and induced a markedly stronger tumor regression effect in the subcutaneous xenograft model than the comparator drug KRIBB11, known for its direct action on HSF1. Moreover, HHT shows promise in countering the resistance encountered with HSP90 inhibitors, which have been observed to increase heat shock response intensity in clinical trials. Mechanistically, HHT directly bound to HSF1, suppressing its expression and thereby inhibiting transcription of HSF1 target genes. In conclusion, our work presents a preclinical discovery and validation for HHT as a HSF1 inhibitor for PC treatment.
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Affiliation(s)
- Gui-Hong Li
- School of Pharmaceutical Sciences, Southern Medical UniversityGuangzhou 510515, Guangdong, P. R. China
- Affiliated Fengxian Hospital, Southern Medical UniversityShanghai 201499, P. R. China
| | - Ying Miao
- Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal UniversityShanghai 200241, P. R. China
| | - Huang Chen
- Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal UniversityShanghai 200241, P. R. China
| | - Meng-Fei Xue
- Affiliated Fengxian Hospital, Southern Medical UniversityShanghai 201499, P. R. China
| | - Jia-Yu Wang
- Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal UniversityShanghai 200241, P. R. China
| | - Jing-Wen Zhang
- Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal UniversityShanghai 200241, P. R. China
| | - Zheng-Fang Yi
- Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal UniversityShanghai 200241, P. R. China
| | - Zhen-Liang Sun
- Affiliated Fengxian Hospital, Southern Medical UniversityShanghai 201499, P. R. China
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Liu Z, Lin Z, Jiang M, Zhu G, Xiong T, Cao F, Cui Y, Niu YN. Cancer-associated fibroblast exosomes promote prostate cancer metastasis through miR-500a-3p/FBXW7/HSF1 axis under hypoxic microenvironment. Cancer Gene Ther 2024; 31:698-709. [PMID: 38351137 DOI: 10.1038/s41417-024-00742-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 01/26/2024] [Accepted: 01/31/2024] [Indexed: 02/19/2024]
Abstract
Metastasis is the main cause of deaths in prostate cancer (PCa). However, the exact mechanisms underlying PCa metastasis are not fully understood. In this study, we discovered pronounced hypoxia in primary lesions of metastatic PCa(mPCa). The exosomes secreted by cancer-associated fibroblasts (CAFs) under hypoxic conditions significantly enhance PCa metastasis both in vitro and in vivo. Through miRNA sequencing and reverse transcription quantitative PCR (RT-qPCR), we found that hypoxia elevated miR-500a-3p levels in CAFs exosomes. Subsequent RT-qPCR, western blotting, and dual luciferase reporter assays identified F-box and WD repeat domain-containing 7(FBXW7) as a target of miR-500a-3p. In addition, immunohistochemistry revealed that FBXW7 expression decreased with the progression of PCa, while heat shock transcription factor 1(HSF1) expression increased. Introducing an FBXW7 plasmid into PCa cells reduced their metastatic potential and significantly lowered HSF1 expression. These findings suggest that CAFs exosomes drive PCa metastasis via the miR-500a-3p/FBXW7/HSF1 axis in a hypoxic microenvironment. Targeting either hypoxia or exosomal miR-500a-3p could be a promising strategy for PCa management.
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Affiliation(s)
- Zhanliang Liu
- Beijing Friendship Hospital, Capital Medical University, 100050, Beijing, China
| | - Zhemin Lin
- Beijing Shijitan Hospital, Capital Medical University, 100038, Beijing, China
| | - Mingxin Jiang
- Beijing Friendship Hospital, Capital Medical University, 100050, Beijing, China
| | - Guangyi Zhu
- Beijing Shijitan Hospital, Capital Medical University, 100038, Beijing, China
| | - Tianyu Xiong
- Beijing Friendship Hospital, Capital Medical University, 100050, Beijing, China
| | - Fang Cao
- Cancer Hospital, Chinese Academy of Medical Science, 100021, Beijing, China
| | - Yun Cui
- Beijing Chaoyang Hospital, Capital Medical University, 100016, Beijing, China.
| | - Y N Niu
- Beijing Friendship Hospital, Capital Medical University, 100050, Beijing, China.
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Zhang L, Bai XY, Sun KY, Li X, Zhang ZQ, Liu YD, Xiang Y, Liu XL. A New Perspective in the Treatment of Ischemic Stroke: Ferroptosis. Neurochem Res 2024; 49:815-833. [PMID: 38170383 DOI: 10.1007/s11064-023-04096-3] [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: 09/08/2023] [Revised: 12/14/2023] [Accepted: 12/24/2023] [Indexed: 01/05/2024]
Abstract
Ischemic stroke is a common neurological disease. Currently, there are no Food and Drug Administration-approved drugs that can maximize the improvement in ischemic stroke-induced nerve damage. Hence, treating ischemic stroke remains a clinical challenge. Ferroptosis has been increasingly studied in recent years, and it is closely related to the pathophysiological process of ischemic stroke. Iron overload, reactive oxygen species accumulation, lipid peroxidation, and glutamate accumulation associated with ferroptosis are all present in ischemic stroke. This article focuses on describing the relationship between ferroptosis and ischemic stroke and summarizes the relevant substances that ameliorate ischemic stroke-induced neurological damage by inhibiting ferroptosis. Finally, the problems in the treatment of ischemic stroke targeting ferroptosis are discussed, hoping to provide a new direction for its treatment.
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Affiliation(s)
- Lei Zhang
- School of Medicine, Yan'an University, Yan'an, 716000, China
| | - Xin Yue Bai
- School of Medicine, Yan'an University, Yan'an, 716000, China
| | - Ke Yao Sun
- School of Medicine, Yan'an University, Yan'an, 716000, China
| | - Xuan Li
- School of Medicine, Yan'an University, Yan'an, 716000, China
| | - Zhao Qi Zhang
- School of Medicine, Yan'an University, Yan'an, 716000, China
| | - Yi Ding Liu
- School of Medicine, Yan'an University, Yan'an, 716000, China
| | - Yang Xiang
- School of Medicine, Yan'an University, Yan'an, 716000, China
| | - Xiao Long Liu
- School of Medicine, Yan'an University, Yan'an, 716000, China.
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Somu P, Mohanty S, Basavegowda N, Yadav AK, Paul S, Baek KH. The Interplay between Heat Shock Proteins and Cancer Pathogenesis: A Novel Strategy for Cancer Therapeutics. Cancers (Basel) 2024; 16:638. [PMID: 38339390 PMCID: PMC10854888 DOI: 10.3390/cancers16030638] [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: 01/15/2024] [Revised: 01/29/2024] [Accepted: 01/30/2024] [Indexed: 02/12/2024] Open
Abstract
Heat shock proteins (HSPs) are developmentally conserved families of protein found in both prokaryotic and eukaryotic organisms. HSPs are engaged in a diverse range of physiological processes, including molecular chaperone activity to assist the initial protein folding or promote the unfolding and refolding of misfolded intermediates to acquire the normal or native conformation and its translocation and prevent protein aggregation as well as in immunity, apoptosis, and autophagy. These molecular chaperonins are classified into various families according to their molecular size or weight, encompassing small HSPs (e.g., HSP10 and HSP27), HSP40, HSP60, HSP70, HSP90, and the category of large HSPs that include HSP100 and ClpB proteins. The overexpression of HSPs is induced to counteract cell stress at elevated levels in a variety of solid tumors, including anticancer chemotherapy, and is closely related to a worse prognosis and therapeutic resistance to cancer cells. HSPs are also involved in anti-apoptotic properties and are associated with processes of cancer progression and development, such as metastasis, invasion, and cell proliferation. This review outlines the previously mentioned HSPs and their significant involvement in diverse mechanisms of tumor advancement and metastasis, as well as their contribution to identifying potential targets for therapeutic interventions.
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Affiliation(s)
- Prathap Somu
- Department of Biotechnology and Chemical Engineering, School of Civil & Chemical Engineering, Manipal University Jaipur, Dehmi Kalan, Jaipur 303007, India;
| | - Sonali Mohanty
- Department of Biotechnology and Medical Engineering, National Institute of Technology, Rourkela 769008, India;
| | - Nagaraj Basavegowda
- Department of Biotechnology, Yeungnam University, Gyeongsan 38451, Republic of Korea;
| | - Akhilesh Kumar Yadav
- Department of Environmental Engineering and Management, Chaoyang University of Technology, Taichung 413310, Taiwan;
- Department of Bioengineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai 602105, India
| | - Subhankar Paul
- Department of Biotechnology and Medical Engineering, National Institute of Technology, Rourkela 769008, India;
| | - Kwang-Hyun Baek
- Department of Biotechnology, Yeungnam University, Gyeongsan 38451, Republic of Korea;
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Zhang XD, Liu ZY, Wang MS, Guo YX, Wang XK, Luo K, Huang S, Li RF. Mechanisms and regulations of ferroptosis. Front Immunol 2023; 14:1269451. [PMID: 37868994 PMCID: PMC10587589 DOI: 10.3389/fimmu.2023.1269451] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Accepted: 09/25/2023] [Indexed: 10/24/2023] Open
Abstract
Regulation of cell mortality for disease treatment has been the focus of research. Ferroptosis is an iron-dependent regulated cell death whose mechanism has been extensively studied since its discovery. A large number of studies have shown that regulation of ferroptosis brings new strategies for the treatment of various benign and malignant diseases. Iron excess and lipid peroxidation are its primary metabolic features. Therefore, genes involved in iron metabolism and lipid metabolism can regulate iron overload and lipid peroxidation through direct or indirect pathways, thereby regulating ferroptosis. In addition, glutathione (GSH) is the body's primary non-enzymatic antioxidants and plays a pivotal role in the struggle against lipid peroxidation. GSH functions as an auxiliary substance for glutathione peroxidase 4 (GPX4) to convert toxic lipid peroxides to their corresponding alcohols. Here, we reviewed the researches on the mechanism of ferroptosis in recent years, and comprehensively analyzed the mechanism and regulatory process of ferroptosis from iron metabolism and lipid metabolism, and then described in detail the metabolism of GPX4 and the main non-enzymatic antioxidant GSH in vivo.
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Affiliation(s)
- Xu-Dong Zhang
- Departments of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Zhong-Yuan Liu
- Departments of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Mao-Sen Wang
- Departments of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yu-Xiang Guo
- Departments of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xiang-Kun Wang
- Departments of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Kai Luo
- Departments of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Shuai Huang
- Departments of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Ren-Feng Li
- Departments of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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