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Li L, Zhou H, Zhang C. Cuproptosis in cancer: biological implications and therapeutic opportunities. Cell Mol Biol Lett 2024; 29:91. [PMID: 38918694 PMCID: PMC11201306 DOI: 10.1186/s11658-024-00608-3] [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: 03/13/2024] [Accepted: 06/12/2024] [Indexed: 06/27/2024] Open
Abstract
Cuproptosis, a newly identified copper (Cu)-dependent form of cell death, stands out due to its distinct mechanism that sets it apart from other known cell death pathways. The molecular underpinnings of cuproptosis involve the binding of Cu to lipoylated enzymes in the tricarboxylic acid cycle. This interaction triggers enzyme aggregation and proteotoxic stress, culminating in cell death. The specific mechanism of cuproptosis has yet to be fully elucidated. This newly recognized form of cell death has sparked numerous investigations into its role in tumorigenesis and cancer therapy. In this review, we summarized the current knowledge on Cu metabolism and its link to cancer. Furthermore, we delineated the molecular mechanisms of cuproptosis and summarized the roles of cuproptosis-related genes in cancer. Finally, we offered a comprehensive discussion of the most recent advancements in Cu ionophores and nanoparticle delivery systems that utilize cuproptosis as a cutting-edge strategy for cancer treatment.
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Affiliation(s)
- Liping Li
- Department of Pharmacy, Chengdu Fifth People's Hospital, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, People's Republic of China
| | - Houfeng Zhou
- Department of Pharmacy, Chengdu Fifth People's Hospital, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, People's Republic of China
| | - Chenliang Zhang
- Division of Abdominal Cancer, Department of Medical Oncology, Cancer Center and Laboratory of Molecular Targeted Therapy in Oncology, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, People's Republic of China.
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Wang Y, Mang X, Guo X, Pu J. Distinct cuproptosis patterns in hepatocellular carcinoma patients correlate with unique immune microenvironment characteristics and cell-cell communication, contributing to varied overall survival outcomes. Front Immunol 2024; 15:1379690. [PMID: 38868777 PMCID: PMC11168106 DOI: 10.3389/fimmu.2024.1379690] [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: 01/31/2024] [Accepted: 05/01/2024] [Indexed: 06/14/2024] Open
Abstract
Background Hepatocellular carcinoma (HCC), a prevalent cancer, is linked to cuproptosis in tumor progression. However, cuproptosis's impact on HCC prognosis and its role in the tumor microenvironment remain unclear. We aimed to explore the correlation between cellular cuproptosis and the immune microenvironment in HCC, providing potential immunotherapeutic insights. Methods Examining cuproptosis-related genes and the immune microenvironment through consensus clustering and WGCNA. Risk models were constructed using LASSO Cox analysis and validated in an independent cohort. Gene expression data from The Cancer Genome Atlas (TCGA) database and single-cell RNA sequencing (scRNA-seq) data from the Gene Expression Omnibus (GEO) database were utilized. We scored cuproptosis expression and explored immunoinfiltration and cell-cell communication. Differential signals in T_memory cells were compared across different cuproptosis levels. Results Cuproptosis genes associated with fibroblast recruitment (GLS) and macrophage infiltration (FDX1). Liver cancer patients categorized into two subtypes based on cuproptosis gene expression. High expression of DLAT, GLS, and CDKN2A linked to immunosuppression (TGF-β), while high FDX1, MTF1, LIAS, and LIPT1 expression enhanced communication with non-immune cells. Developed reliable prognostic signature score and nomogram using cuproptosis-related genes. Single-cell analysis revealed differences in T_memory and TAM infiltration based on cuproptosis scores, with SPP1 and MIF as dominant signaling molecules. Finally, the results of in vitro experiments showed that when DLAT or CDKN2A was knocked down, the proliferation, migration, and invasion of HCC cells were significantly decreased. Conclusion Our study demonstrates that cuproptosis affects the immune microenvironment and cell-cell communication. Identified 9 genetic markers predicting survival outcomes and immunotherapy responses. Evaluating cuproptosis signaling can optimize immunotherapeutic strategies for hepatocellular carcinoma.
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Affiliation(s)
- Yanhong Wang
- Shanghai Fourth People’s Hospital, and School of Medicine, Tongji University, Shanghai, China
- Department of Biochemistry and Molecular Biology, State Key Laboratory of Common Mechanism Research for Major Diseases, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
- Department of Pharmacy, People's Hospital of Gansu Province, Lanzhou, Gansu, China
| | - Xinyu Mang
- Department of Biochemistry and Molecular Biology, State Key Laboratory of Common Mechanism Research for Major Diseases, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
| | - Xiaohong Guo
- Department of Pharmacy, People's Hospital of Gansu Province, Lanzhou, Gansu, China
| | - Junfeng Pu
- Department of Pharmacy, People's Hospital of Gansu Province, Lanzhou, Gansu, China
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Tian J, Meng J, Yang Z, Song L, Jiang X, Zou J. Hepatitis B-related hepatocellular carcinoma: classification and prognostic model based on programmed cell death genes. Front Immunol 2024; 15:1411161. [PMID: 38799437 PMCID: PMC11116790 DOI: 10.3389/fimmu.2024.1411161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 04/29/2024] [Indexed: 05/29/2024] Open
Abstract
Instruction Hepatitis B virus (HBV) infection is a major risk factor for hepatocellular carcinoma (HCC). Programmed cell death (PCD) is a critical process in suppressing tumor growth, and alterations in PCD-related genes may contribute to the progression of HBV-HCC. This study aims to develop a prognostic model that incorporates genomic and clinical information based on PCD-related genes, providing novel insights into the molecular heterogeneity of HBV-HCC through bioinformatics analysis and experimental validation. Methods In this study, we analyzed 139 HBV-HCC samples from The Cancer Genome Atlas (TCGA) and validated them with 30 samples from the Gene Expression Omnibus (GEO) database. Various bioinformatics tools, including differential expression analysis, gene set variation analysis, and machine learning algorithms were used for comprehensive analysis of RNA sequencing data from HBV-HCC patients. Furthermore, among the PCD-related genes, we ultimately chose DLAT for further research on tissue chips and patient cohorts. Besides, immunohistochemistry, qRT-PCR and Western blot analysis were conducted. Results The cluster analysis identified three distinct subgroups of HBV-HCC patients. Among them, Cluster 2 demonstrated significant activation in DNA replication-related pathways and tumor-related processes. Analysis of copy number variations (CNVs) of PCD-related genes also revealed distinct patterns in the three subgroups, which may be associated with differences in pathway activation and survival outcomes. DLAT in tumor tissues of HBV-HCC patients is upregulated. Discussion Based on the PCD-related genes, we developed a prognostic model that incorporates genomic and clinical information and provided novel insights into the molecular heterogeneity of HBV-HCC. In our study, we emphasized the significance of PCD-related genes, particularly DLAT, which was examined in vitro to explore its potential clinical implications.
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Affiliation(s)
| | | | | | | | - Xinyi Jiang
- Department of Clinical Laboratory, Wuxi People’s Hospital Affiliated Nanjing Medical University, Wuxi, China
| | - Jian Zou
- Department of Clinical Laboratory, Wuxi People’s Hospital Affiliated Nanjing Medical University, Wuxi, China
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Luan M, Feng Z, Zhu W, Xing Y, Ma X, Zhu J, Wang Y, Jia Y. Mechanism of metal ion-induced cell death in gastrointestinal cancer. Biomed Pharmacother 2024; 174:116574. [PMID: 38593706 DOI: 10.1016/j.biopha.2024.116574] [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: 01/17/2024] [Revised: 03/26/2024] [Accepted: 04/05/2024] [Indexed: 04/11/2024] Open
Abstract
Gastrointestinal (GI) cancer is one of the most severe types of cancer, with a significant impact on human health worldwide. Due to the urgent demand for more effective therapeutic strategies against GI cancers, novel research on metal ions for treating GI cancers has attracted increasing attention. Currently, with accumulating research on the relationship between metal ions and cancer therapy, several metal ions have been discovered to induce cell death. In particular, the three novel modes of cell death, including ferroptosis, cuproptosis, and calcicoptosis, have become focal points of research in the field of cancer. Meanwhile, other metal ions have also been found to trigger cell death through various mechanisms. Accordingly, this review focuses on the mechanisms of metal ion-induced cell death in GI cancers, hoping to provide theoretical support for further GI cancer therapies.
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Affiliation(s)
- Muhua Luan
- Research Center of Basic Medicine, Jinan Central Hospital, Shandong University, Jinan 250013, People's Republic of China; Research Center of Basic Medicine, Central Hospital Affiliated to Shandong First Medical University, Jinan 250013, People's Republic of China
| | - Zhaotian Feng
- Research Center of Basic Medicine, Central Hospital Affiliated to Shandong First Medical University, Jinan 250013, People's Republic of China; Department of Medical Laboratory, Weifang Medical University, Weifang 261053, People's Republic of China
| | - Wenshuai Zhu
- Research Center of Basic Medicine, Central Hospital Affiliated to Shandong First Medical University, Jinan 250013, People's Republic of China
| | - Yuanxin Xing
- Research Center of Basic Medicine, Central Hospital Affiliated to Shandong First Medical University, Jinan 250013, People's Republic of China
| | - Xiaoli Ma
- Research Center of Basic Medicine, Central Hospital Affiliated to Shandong First Medical University, Jinan 250013, People's Republic of China
| | - Jingyu Zhu
- Department of Gastroenterology, Central Hospital Affiliated to Shandong First Medical University, Jinan 250013, People's Republic of China
| | - Yunshan Wang
- Research Center of Basic Medicine, Jinan Central Hospital, Shandong University, Jinan 250013, People's Republic of China; Research Center of Basic Medicine, Central Hospital Affiliated to Shandong First Medical University, Jinan 250013, People's Republic of China
| | - Yanfei Jia
- Research Center of Basic Medicine, Jinan Central Hospital, Shandong University, Jinan 250013, People's Republic of China; Research Center of Basic Medicine, Central Hospital Affiliated to Shandong First Medical University, Jinan 250013, People's Republic of China; Department of Medical Laboratory, Weifang Medical University, Weifang 261053, People's Republic of China.
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Fukami Y, Iijima M, Koike HH, Yagi S, Furukawa S, Mouri N, Ouchida J, Murakami A, Iida M, Yokoi S, Hashizume A, Iguchi Y, Imagama S, Katsuno M. Autoantibodies Against Dihydrolipoamide S-Acetyltransferase in Immune-Mediated Neuropathies. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2024; 11:e200199. [PMID: 38181320 DOI: 10.1212/nxi.0000000000200199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 11/16/2023] [Indexed: 01/07/2024]
Abstract
BACKGROUND AND OBJECTIVES This study aimed to identify disease-related autoantibodies in the serum of patients with immune-mediated neuropathies including chronic inflammatory demyelinating polyneuropathy (CIDP) and to investigate the clinical characteristics of patients with these antibodies. METHODS Proteins extracted from mouse brain tissue were used to react with sera from patients with CIDP by western blotting (WB) to determine the presence of common bands. Positive bands were then identified by mass spectrometry and confirmed for reactivity with patient sera using enzyme-linked immunosorbent assay (ELISA) and WB. Reactivity was further confirmed by cell-based and tissue-based indirect immunofluorescence assays. The clinical characteristics of patients with candidate autoantibody-positive CIDP were analyzed, and their association with other neurologic diseases was also investigated. RESULTS Screening of 78 CIDP patient sera by WB revealed a positive band around 60-70 kDa identified as dihydrolipoamide S-acetyltransferase (DLAT) by immunoprecipitation and mass spectrometry. Serum immunoglobulin G (IgG) and IgM antibodies' reactivity to recombinant DLAT was confirmed using ELISA and WB. A relatively high reactivity was observed in 29 of 160 (18%) patients with CIDP, followed by patients with sensory neuropathy (6/58, 10%) and patients with MS (2/47, 4%), but not in patients with Guillain-Barré syndrome (0/27), patients with hereditary neuropathy (0/40), and healthy controls (0/26). Both the cell-based and tissue-based assays confirmed reactivity in 26 of 33 patients with CIDP. Comparing the clinical characteristics of patients with CIDP with anti-DLAT antibodies (n = 29) with those of negative cases (n = 131), a higher percentage of patients had comorbid sensory ataxia (69% vs 37%), cranial nerve disorders (24% vs 9%), and malignancy (20% vs 5%). A high DLAT expression was observed in human autopsy dorsal root ganglia, confirming the reactivity of patient serum with mouse dorsal root ganglion cells. DISCUSSION Reactivity to DLAT was confirmed in patient sera, mainly in patients with CIDP. DLAT is highly expressed in the dorsal root ganglion cells, and anti-DLAT antibody may serve as a biomarker for sensory-dominant neuropathies.
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Affiliation(s)
- Yuki Fukami
- From the Department of Neurology (Y.F., M. Iijima, H.H.K., S. Yagi, S.F., N.M., A.M., M. Iida, S. Yokoi, A.H., Y.I., M.K.), Nagoya University Graduate School of Medicine; Department of Advanced Medicine (M.I.), Nagoya University Hospital; Department of Orthopedic Surgery (J.O., S.I.); and Department of Clinical Research Education (A.H., M.K.), Nagoya University Graduate School of Medicine, Japan
| | - Masahiro Iijima
- From the Department of Neurology (Y.F., M. Iijima, H.H.K., S. Yagi, S.F., N.M., A.M., M. Iida, S. Yokoi, A.H., Y.I., M.K.), Nagoya University Graduate School of Medicine; Department of Advanced Medicine (M.I.), Nagoya University Hospital; Department of Orthopedic Surgery (J.O., S.I.); and Department of Clinical Research Education (A.H., M.K.), Nagoya University Graduate School of Medicine, Japan
| | - Haruki H Koike
- From the Department of Neurology (Y.F., M. Iijima, H.H.K., S. Yagi, S.F., N.M., A.M., M. Iida, S. Yokoi, A.H., Y.I., M.K.), Nagoya University Graduate School of Medicine; Department of Advanced Medicine (M.I.), Nagoya University Hospital; Department of Orthopedic Surgery (J.O., S.I.); and Department of Clinical Research Education (A.H., M.K.), Nagoya University Graduate School of Medicine, Japan
| | - Satoru Yagi
- From the Department of Neurology (Y.F., M. Iijima, H.H.K., S. Yagi, S.F., N.M., A.M., M. Iida, S. Yokoi, A.H., Y.I., M.K.), Nagoya University Graduate School of Medicine; Department of Advanced Medicine (M.I.), Nagoya University Hospital; Department of Orthopedic Surgery (J.O., S.I.); and Department of Clinical Research Education (A.H., M.K.), Nagoya University Graduate School of Medicine, Japan
| | - Soma Furukawa
- From the Department of Neurology (Y.F., M. Iijima, H.H.K., S. Yagi, S.F., N.M., A.M., M. Iida, S. Yokoi, A.H., Y.I., M.K.), Nagoya University Graduate School of Medicine; Department of Advanced Medicine (M.I.), Nagoya University Hospital; Department of Orthopedic Surgery (J.O., S.I.); and Department of Clinical Research Education (A.H., M.K.), Nagoya University Graduate School of Medicine, Japan
| | - Naohiro Mouri
- From the Department of Neurology (Y.F., M. Iijima, H.H.K., S. Yagi, S.F., N.M., A.M., M. Iida, S. Yokoi, A.H., Y.I., M.K.), Nagoya University Graduate School of Medicine; Department of Advanced Medicine (M.I.), Nagoya University Hospital; Department of Orthopedic Surgery (J.O., S.I.); and Department of Clinical Research Education (A.H., M.K.), Nagoya University Graduate School of Medicine, Japan
| | - Jun Ouchida
- From the Department of Neurology (Y.F., M. Iijima, H.H.K., S. Yagi, S.F., N.M., A.M., M. Iida, S. Yokoi, A.H., Y.I., M.K.), Nagoya University Graduate School of Medicine; Department of Advanced Medicine (M.I.), Nagoya University Hospital; Department of Orthopedic Surgery (J.O., S.I.); and Department of Clinical Research Education (A.H., M.K.), Nagoya University Graduate School of Medicine, Japan
| | - Ayuka Murakami
- From the Department of Neurology (Y.F., M. Iijima, H.H.K., S. Yagi, S.F., N.M., A.M., M. Iida, S. Yokoi, A.H., Y.I., M.K.), Nagoya University Graduate School of Medicine; Department of Advanced Medicine (M.I.), Nagoya University Hospital; Department of Orthopedic Surgery (J.O., S.I.); and Department of Clinical Research Education (A.H., M.K.), Nagoya University Graduate School of Medicine, Japan
| | - Madoka Iida
- From the Department of Neurology (Y.F., M. Iijima, H.H.K., S. Yagi, S.F., N.M., A.M., M. Iida, S. Yokoi, A.H., Y.I., M.K.), Nagoya University Graduate School of Medicine; Department of Advanced Medicine (M.I.), Nagoya University Hospital; Department of Orthopedic Surgery (J.O., S.I.); and Department of Clinical Research Education (A.H., M.K.), Nagoya University Graduate School of Medicine, Japan
| | - Satoshi Yokoi
- From the Department of Neurology (Y.F., M. Iijima, H.H.K., S. Yagi, S.F., N.M., A.M., M. Iida, S. Yokoi, A.H., Y.I., M.K.), Nagoya University Graduate School of Medicine; Department of Advanced Medicine (M.I.), Nagoya University Hospital; Department of Orthopedic Surgery (J.O., S.I.); and Department of Clinical Research Education (A.H., M.K.), Nagoya University Graduate School of Medicine, Japan
| | - Atsushi Hashizume
- From the Department of Neurology (Y.F., M. Iijima, H.H.K., S. Yagi, S.F., N.M., A.M., M. Iida, S. Yokoi, A.H., Y.I., M.K.), Nagoya University Graduate School of Medicine; Department of Advanced Medicine (M.I.), Nagoya University Hospital; Department of Orthopedic Surgery (J.O., S.I.); and Department of Clinical Research Education (A.H., M.K.), Nagoya University Graduate School of Medicine, Japan
| | - Yohei Iguchi
- From the Department of Neurology (Y.F., M. Iijima, H.H.K., S. Yagi, S.F., N.M., A.M., M. Iida, S. Yokoi, A.H., Y.I., M.K.), Nagoya University Graduate School of Medicine; Department of Advanced Medicine (M.I.), Nagoya University Hospital; Department of Orthopedic Surgery (J.O., S.I.); and Department of Clinical Research Education (A.H., M.K.), Nagoya University Graduate School of Medicine, Japan
| | - Shiro Imagama
- From the Department of Neurology (Y.F., M. Iijima, H.H.K., S. Yagi, S.F., N.M., A.M., M. Iida, S. Yokoi, A.H., Y.I., M.K.), Nagoya University Graduate School of Medicine; Department of Advanced Medicine (M.I.), Nagoya University Hospital; Department of Orthopedic Surgery (J.O., S.I.); and Department of Clinical Research Education (A.H., M.K.), Nagoya University Graduate School of Medicine, Japan
| | - Masahisa Katsuno
- From the Department of Neurology (Y.F., M. Iijima, H.H.K., S. Yagi, S.F., N.M., A.M., M. Iida, S. Yokoi, A.H., Y.I., M.K.), Nagoya University Graduate School of Medicine; Department of Advanced Medicine (M.I.), Nagoya University Hospital; Department of Orthopedic Surgery (J.O., S.I.); and Department of Clinical Research Education (A.H., M.K.), Nagoya University Graduate School of Medicine, Japan
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Liu X, Zhang Y, Liu Z, Gao Y, Yuan L, Zeng D, Tan F, Wan H, Pei Z. METTL3 as a novel diagnosis and treatment biomarker and its association with glycolysis, cuproptosis and ceRNA in oesophageal carcinoma. J Cell Mol Med 2024; 28:e18195. [PMID: 38429907 PMCID: PMC10907846 DOI: 10.1111/jcmm.18195] [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: 09/06/2023] [Revised: 11/22/2023] [Accepted: 02/09/2024] [Indexed: 03/03/2024] Open
Abstract
METTL3 has been shown to be involved in regulating a variety of biological processes. However, the relationship between METTL3 expression and glycolysis, cuproptosis-related genes and the ceRNA network in oesophageal carcinoma (ESCA) remains unclear. ESCA expression profiles from databases were obtained, and target genes were identified using differential analysis and visualization. Immunohistochemistry (IHC) staining assessed METTL3 expression differences. Functional enrichment analysis using GO, KEGG and GSEA was conducted on the co-expression profile of METTL3. Cell experiments were performed to assess the effect of METTL3 interference on tumour cells. Correlation and differential analyses were carried out to assess the relationship between METTL3 with glycolysis and cuproptosis. qRT-PCR was used to validate the effects of METTL3 interference on glycolysis-related genes. Online tools were utilized to screen and construct ceRNA networks based on the ceRNA theory. METTL3 expression was significantly higher in ESCA compared to the controls. The IHC results were consistent with the above results. Enrichment analysis revealed that METTL3 is involved in multiple pathways associated with tumour development. Significant correlations were observed between METTL3 and glycolysis-related genes and cuproptosis-related gene. Experiments confirmed that interfered with METTL3 significantly inhibited glucose uptake and lactate production in tumour cells, and affected the expression of glycolytic-related genes. Finally, two potential ceRNA networks were successfully predicted and constructed. Our study establishes the association between METTL3 overexpression and ESCA progression. Additionally, we propose potential links between METTL3 and glycolysis, cuproptosis and ceRNA, presenting a novel targeted therapy strategy for ESCA.
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Affiliation(s)
- Xu‐Sheng Liu
- Department of Nuclear Medicine, Hubei Provincial Clinical Research Center for precision Diagnosis and Treatment of liver cancerTaihe Hospital, Hubei University of MedicineShiyanChina
- Hubei Provincial Clinical Research Center for Umbilical Cord Blood Hematopoietic Stem CellsTaihe Hospital, Hubei University of MedicineShiyanChina
| | - Yu Zhang
- Department of Nuclear Medicine, Hubei Provincial Clinical Research Center for precision Diagnosis and Treatment of liver cancerTaihe Hospital, Hubei University of MedicineShiyanChina
| | - Zi‐Yue Liu
- Department of Nuclear Medicine, Hubei Provincial Clinical Research Center for precision Diagnosis and Treatment of liver cancerTaihe Hospital, Hubei University of MedicineShiyanChina
| | - Yan Gao
- Department of Nuclear Medicine, Hubei Provincial Clinical Research Center for precision Diagnosis and Treatment of liver cancerTaihe Hospital, Hubei University of MedicineShiyanChina
| | - Ling‐Ling Yuan
- Department of PathologyTaihe Hospital, Hubei University of MedicineShiyanChina
| | - Dao‐Bing Zeng
- Department of Nuclear Medicine, Hubei Provincial Clinical Research Center for precision Diagnosis and Treatment of liver cancerTaihe Hospital, Hubei University of MedicineShiyanChina
| | - Fan Tan
- Department of Nuclear Medicine, Hubei Provincial Clinical Research Center for precision Diagnosis and Treatment of liver cancerTaihe Hospital, Hubei University of MedicineShiyanChina
| | - Hua‐Bing Wan
- Department of Nuclear Medicine, Hubei Provincial Clinical Research Center for precision Diagnosis and Treatment of liver cancerTaihe Hospital, Hubei University of MedicineShiyanChina
| | - Zhi‐Jun Pei
- Department of Nuclear Medicine, Hubei Provincial Clinical Research Center for precision Diagnosis and Treatment of liver cancerTaihe Hospital, Hubei University of MedicineShiyanChina
- Hubei Provincial Clinical Research Center for Umbilical Cord Blood Hematopoietic Stem CellsTaihe Hospital, Hubei University of MedicineShiyanChina
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Sha R, Dong X, Yan S, Dai H, Sun A, You L, Guo Z. Cuproptosis-related genes predict prognosis and trastuzumab therapeutic response in HER2-positive breast cancer. Sci Rep 2024; 14:2908. [PMID: 38316885 PMCID: PMC10844230 DOI: 10.1038/s41598-024-52638-8] [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: 06/25/2023] [Accepted: 01/22/2024] [Indexed: 02/07/2024] Open
Abstract
Breast cancer is the most common diagnosed cancer, the HER2-positive subtype account for 15% of all breast cancer. HER2-targeted therapy is the mainstay treatment for HER2-positive breast cancer. Cuproptosis is a novel form of programmed cell death, and is caused by mitochondrial lipoylation and destabilization of iron-sulfur proteins triggered by copper, which was considered as a key player in various biological processes. However, the roles of cuproptosis-related genes in HER2-positive breast cancer remain largely unknown. In the present study, we constructed a prognostic prediction model of HER2-positive breast cancer patients using TCGA database. Dysregulated genes for cells resistant to HER2-targeted therapy were analyzed in the GEO dataset. KEGG pathway, GO enrichment and GSEA was performed respectively. The immune landscape of DLAT was analyzed by CIBERSORT algorithm and TIDE algorithm. HER2-positive breast cancer patients with high CRGs risk score showed shorter OS. DLAT was downregulated and correlated with better survival of HER2-positive breast cancer patients (HR = 3.30, p = 0.022). High expressed DLAT was associated with resistant to HER2-targeted therapy. Knocking down DLAT with siRNA increased sensitivity of breast cancer to trastuzumab. KEGG pathway and GO enrichment of DEGs indicated that DLAT participates in various pathways correlated with organelle fission, chromosome segregation, nuclear division, hormone-mediated signaling pathway, regulation of intracellular estrogen receptor signaling pathway, condensed chromosome and PPAR signaling pathway. There was a negative correlation between TIDE and DLAT expression (r = - 0.292, p < 0.001), which means high DLAT expression is an indicator of sensitivity to immunotherapy. In conclusion, our study constructed a four CRGs signature prognostic prediction model and identified DLAT as an independent prognostic factor and associated with resistant to HER2-targeted therapy for HER2-positive breast cancer patients.
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Affiliation(s)
- Rui Sha
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), 2 Zheshan West Road, Wuhu, 241001, Anhui, China
| | - Xinrui Dong
- Department of Breast Surgery, The First Affiliated Hospital With Nanjing Medical University, 300 Guangzhou Road, Nanjing, 210029, Jiangsu, China
| | - Shanshan Yan
- Center for Medical Ultrasound, Suzhou Municipal Hospital, Nanjing Medical University Affiliated Suzhou Hospital, Suzhou, 215000, Jiangsu, China
| | - Huijuan Dai
- Renji Hospital, School of Medicine, Shanghai Jiaotong University, 1630 Dongfang Road, Shanghai, 200127, China
| | - Aijun Sun
- Department of Thyroid and Breast Oncological Surgery, Xuzhou Medical College Affiliated Huaian Hospital, 62 Huaihai South Road, Huaian, 223001, Jiangsu, China.
| | - Liuxia You
- Department of Clinical Laboratory, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, 362000, Fujian, China.
| | - Zongjin Guo
- Department of Interventional Radiology, The University of HongKong-Shenzhen Hospital, Shenzhen, 518053, China.
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Chen Z, Li YY, Liu X. Copper homeostasis and copper-induced cell death: Novel targeting for intervention in the pathogenesis of vascular aging. Biomed Pharmacother 2023; 169:115839. [PMID: 37976889 DOI: 10.1016/j.biopha.2023.115839] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Revised: 10/25/2023] [Accepted: 11/01/2023] [Indexed: 11/19/2023] Open
Abstract
Copper-induced cell death, also known as cuproptosis, is distinct from other types of cell death such as apoptosis, necrosis, and ferroptosis. It can trigger the accumulation of lethal reactive oxygen species, leading to the onset and progression of aging. The significant increases in copper ion levels in the aging populations confirm a close relationship between copper homeostasis and vascular aging. On the other hand, vascular aging is also closely related to the occurrence of various cardiovascular diseases throughout the aging process. However, the specific causes of vascular aging are not clear, and different living environments and stress patterns can lead to individualized vascular aging. By exploring the correlations between copper-induced cell death and vascular aging, we can gain a novel perspective on the pathogenesis of vascular aging and enhance the prognosis of atherosclerosis. This article aims to provide a comprehensive review of the impacts of copper homeostasis on vascular aging, including their effects on endothelial cells, smooth muscle cells, oxidative stress, ferroptosis, intestinal flora, and other related factors. Furthermore, we intend to discuss potential strategies involving cuproptosis and provide new insights for copper-related vascular aging.
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Affiliation(s)
- Zhuoying Chen
- Department of Geriatrics, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430077, China
| | - Yuan-Yuan Li
- Department of Nursing, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430077, China.
| | - Xiangjie Liu
- Department of Geriatrics, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430077, China.
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Li S, Weng J, Xiao C, Lu J, Cao W, Song F, He Z, Zhang P, Zhu Z, Xu J. Cuproptosis-related molecular patterns and gene (ATP7A) in hepatocellular carcinoma and their relationships with tumor immune microenvironment and clinical features. Cancer Rep (Hoboken) 2023; 6:e1904. [PMID: 37885090 PMCID: PMC10728522 DOI: 10.1002/cnr2.1904] [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: 05/28/2023] [Revised: 08/14/2023] [Accepted: 09/14/2023] [Indexed: 10/28/2023] Open
Abstract
BACKGROUND Cuproptosis has been studied in various aspects as a new form of cell death. AIMS We hope to explore the molecular patterns and genes related to cuproptosis in evaluating and predicting the prognosis of hepatocellular carcinoma (HCC), as well as the impact of tumor immune microenvironment. METHODS AND RESULTS Sixteen cuproptosis related gene (CRGs) and cuproptosis related molecular and gene characteristics were comprehensively analyzed from 492 HCC samples. Cuproptosis related molecular patterns were generated by consensus clustering algorithm, including cuproptosis clusters, cuproptosis gene clusters (CGC) and cuproptosis score (CS). The characteristics of tumor microenvironment (TME) and tumor immune cells were described by the ssGSEA and ESTIMATE algorithms. Cuproptosis score was established to assess the clinical characteristics, prognostic and immunotherapy. The role and mechanism of CRG (ATP7A) in HCC, as well as its relationship with TME and immune checkpoints, have been further explored. The results of somatic mutation, copy number variations (CNV), and CRGs expression in HCC suggested the CRGs might participate in the HCC oncogenesis. The cuproptosis clusters were closely related to the clinical pathological characteristics, biological processes, and prognosis of HCC. The three CGC was revealed to be consistent with the three immune infiltration characterizations, including immune-high, immune-mid, and immune-low subtypes. Higher CS was characterized by decreased TMB, activated immunity, higher immune cell proportion score (IPS) and better overall survival (OS), which indicated higher CS was immune-high type and with better treatment effect and prognosis. The ATP7A had the highest hazard ratio (HR = 1.465, p < .001), was high expression in HCC tissues and with a shorter 5-year OS. Knocking down ATP7A could enhance intracellular copper concentration, cause a decrease in DLAT expression, and induce cuproptosis and inhibit cell proliferation and migration. ATP7A was also positively correlated with most cancer immune cells and immune checkpoints. CONCLUSION Taken together, this research revealed the cuproptosis related molecular patterns and genes associated with the clinical pathological characteristics, TME phenotype and prognosis of HCC. The CS will further deepen our understanding of the TME characteristics of HCC, and the involvement of ATP7A in cuproptosis will provide new ideas for predicting HCC prognosis and immunotherapy.
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Affiliation(s)
- Shanbao Li
- Department of General Surgery, Shanghai General HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| | - Junyong Weng
- Department of Colorectal SurgeryFudan University Shanghai Cancer CenterShanghaiChina
| | - Chao Xiao
- Department of General SurgeryFudan University Huashan HospitalShanghaiChina
| | - Jing Lu
- Department of General Surgery, Shanghai General HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| | - Wanyue Cao
- Department of General Surgery, Shanghai General HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| | - Fangbin Song
- Department of General Surgery, Shanghai General HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| | - Zeping He
- Department of General Surgery, Shanghai General HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| | - Peng Zhang
- Department of General SurgeryFudan University Huashan HospitalShanghaiChina
| | - Zhonglin Zhu
- Department of Colorectal SurgeryFudan University Shanghai Cancer CenterShanghaiChina
| | - Junming Xu
- Department of General Surgery, Shanghai General HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
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Li Z, Zhou H, Zhai X, Gao L, Yang M, An B, Xia T, Du G, Li X, Wang W, Jin B. MELK promotes HCC carcinogenesis through modulating cuproptosis-related gene DLAT-mediated mitochondrial function. Cell Death Dis 2023; 14:733. [PMID: 37949877 PMCID: PMC10638394 DOI: 10.1038/s41419-023-06264-3] [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: 06/13/2023] [Revised: 10/25/2023] [Accepted: 10/31/2023] [Indexed: 11/12/2023]
Abstract
Cuproptosis caused by copper overload is mediated by a novel regulatory mechanism that differs from previously documented mechanisms regulating cell death. Cells dependent on mitochondrial respiration showed increased sensitivity to a copper ionophore elesclomol that induced cuproptosis. Maternal embryonic leucine zipper kinase(MELK) promotes tumorigenesis and tumor progression through the PI3K/mTOR pathway, which exerts its effects partly by targeting the pyruvate dehydrogenase complex(PDHc) and reprogramming the morphology and function of mitochondria. However, the role of MELK in cuproptosis remains unclear. Here, we validated that elevated MELK expression enhanced the activity of PI3K/mTOR signaling and subsequently promoted Dihydrolipoamide S-Acetyltransferase (DLAT) expression and stabilized mitochondrial function. This regulatory effect helped to improve mitochondrial respiration, eliminate excessive intracellular reactive oxygen species (ROS), reduce intracellular oxidative stress/damage and the possibility of mitochondria-induced cell fate alternations, and ultimately promote the progression of HCC. Meanwhile, elesclomol reduced translocase of outer mitochondrial membrane 20(TOM 20) expression and increased DLAT oligomers. Moreover, the above changes of MELK to HCC were abolished by elesclomol. In conclusion, MELK enhanced the levels of the cuproptosis-related signature(CRS) gene DLAT (especially the proportion of DLAT monomer) by activating the PI3K/mTOR pathway, thereby promoting elesclomol drug resistance, altering mitochondrial function, and ultimately promoting HCC progression.
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Affiliation(s)
- Zhipeng Li
- Department of Hepatobiliary Surgery, The Second Hospital of Shandong University, Jinan, China
- The Second Clinical Medical School of Shandong University, Jinan, China
| | - Huaxin Zhou
- Department of Hepatobiliary Surgery, The Second Hospital of Shandong University, Jinan, China
- The Second Clinical Medical School of Shandong University, Jinan, China
| | - Xiangyu Zhai
- Department of Hepatobiliary Surgery, The Second Hospital of Shandong University, Jinan, China
- The Second Clinical Medical School of Shandong University, Jinan, China
| | - Lin Gao
- Department of Hepatobiliary Surgery, The Second Hospital of Shandong University, Jinan, China
| | - Mengfan Yang
- Organ Transplant Department, Qilu Hospital of Shandong University, Jinan, China
| | - Baokun An
- Department of Hepatobiliary Surgery, The Second Hospital of Shandong University, Jinan, China
- The Second Clinical Medical School of Shandong University, Jinan, China
| | - Tong Xia
- Organ Transplant Department, Qilu Hospital of Shandong University, Jinan, China
| | - Gang Du
- Organ Transplant Department, Qilu Hospital of Shandong University, Jinan, China
| | - Xiaoming Li
- Department of Hepatobiliary Surgery, The Second Hospital of Shandong University, Jinan, China.
- Department of General Surgery, Shandong Second Provincial General Hospital, Shandong Provincial ENT Hospital, Jinan, China.
| | - Wei Wang
- Medical integration and practice center of Shandong University, Jinan, China.
| | - Bin Jin
- Department of Hepatobiliary Surgery, The Second Hospital of Shandong University, Jinan, China.
- Organ Transplant Department, Qilu Hospital of Shandong University, Jinan, China.
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11
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Huang S, Cai C, Zhou K, Wang X, Wang X, Cen D, Weng G. Cuproptosis-related gene DLAT serves as a prognostic biomarker for immunotherapy in clear cell renal cell carcinoma: multi-database and experimental verification. Aging (Albany NY) 2023; 15:12314-12329. [PMID: 37938155 PMCID: PMC10683628 DOI: 10.18632/aging.205181] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2023] [Accepted: 10/03/2023] [Indexed: 11/09/2023]
Abstract
OBJECTIVE Renal clear cell carcinoma (ccRCC) is the most common type of renal cancer. Here we aim to explore the prognosis and immunotherapeutic value of copper death-related gene Dihydrolipoamide S-acetyltransferase (DLAT) in ccRCC. METHODS The mRNA and protein expressions and methylation level of DLAT, as well as the relation of DLAT to survival prognosis, clinical characteristics, biological function, and immune microenvironment and responses in patients with ccRCC were evaluated using multiple databases. In addition, 75 paired ccRCC tissue samples and 3 kinds of cell lines were tested for experimental validation. RESULTS Bioinformatics analysis of multiple databases, qRT-PCR, and western blot verified that DLAT expression in ccRCC was lower than that in paracancerous tissues. Patients with low expression of DLAT had a lower survival rate, worse clinical prognosis, stronger immune cell infiltration and expression of immunosuppressive points, and higher tumor immune dysfunction and exclusion (TIDE) scores. CONCLUSIONS DLAT was identified as an independent prognostic factor in ccRCC and was closely related to the prognosis and immune responses of patients with ccRCC.
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Affiliation(s)
- Shuaishuai Huang
- Department of Laboratory, Ningbo Urology and Nephrology Hospital, Ningbo, China
| | - Congbo Cai
- Department of Laboratory, Ningbo Urology and Nephrology Hospital, Ningbo, China
- Department of Emergency, Ningbo Urology and Nephrology Hospital, Ningbo, China
| | - Kena Zhou
- Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xue Wang
- Department of Ultrasound, Ningbo Urology and Nephrology Hospital, Ningbo, China
| | - Xue Wang
- Department of Laboratory, Ningbo Urology and Nephrology Hospital, Ningbo, China
| | - Dong Cen
- Department of Laboratory, Ningbo Urology and Nephrology Hospital, Ningbo, China
| | - Guobin Weng
- Department of Laboratory, Ningbo Urology and Nephrology Hospital, Ningbo, China
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12
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Liu X, Luo B, Wu X, Tang Z. Cuproptosis and cuproptosis-related genes: Emerging potential therapeutic targets in breast cancer. Biochim Biophys Acta Rev Cancer 2023; 1878:189013. [PMID: 37918452 DOI: 10.1016/j.bbcan.2023.189013] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 09/12/2023] [Accepted: 10/20/2023] [Indexed: 11/04/2023]
Abstract
Breast cancer is one of the most common malignant tumors in women worldwide, and thus, it is important to enhance its treatment efficacy [1]. Copper has emerged as a critical trace element that affects various intracellular signaling pathways, gene expression, and biological metabolic processes [2], thereby playing a crucial role in the pathogenesis of breast cancer. Recent studies have identified cuproptosis, a newly discovered type of cell death, as an emerging therapeutic target for breast cancer treatment, thereby offering new hope for breast cancer patients. Tsvetkov's research has elucidated the mechanism of cuproptosis and uncovered the critical genes involved in its regulation [3]. Manipulating the expression of these genes could potentially serve as a promising therapeutic strategy for breast cancer treatment. Additionally, using copper ionophores and copper complexes combined with nanomaterials to induce cuproptosis may provide a potential approach to eliminating drug-resistant breast cancer cells, thus improving the therapeutic efficacy of chemotherapy, radiotherapy, and immunotherapy and eventually eradicating breast tumors. This review aims to highlight the practical significance of cuproptosis-related genes and the induction of cuproptosis in the clinical diagnosis and treatment of breast cancer. We examine the potential of cuproptosis as a novel therapeutic target for breast cancer, and we explore the present challenges and limitations of this approach. Our objective is to provide innovative ideas and references for the development of breast cancer treatment strategies based on cuproptosis.
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Affiliation(s)
- Xiangdong Liu
- Department of Radiotherapy Center, Hubei Cancer Hospital, The Seventh Clinical School Affiliated of Tongji Medical College, Huazhong University of Science and Technology, Hubei Provincial Clinical Research Center for Breast Cancer, Wuhan Clinical Research Center for Breast Cancer, Wuhan 430079, China
| | - Bo Luo
- Department of Radiotherapy Center, Hubei Cancer Hospital, The Seventh Clinical School Affiliated of Tongji Medical College, Huazhong University of Science and Technology, Hubei Provincial Clinical Research Center for Breast Cancer, Wuhan Clinical Research Center for Breast Cancer, Wuhan 430079, China.
| | - Xinhong Wu
- Department of Breast Surgery, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Hubei Provincial Clinical Research Center for Breast Cancer, Wuhan Clinical Research Center for Breast Cancer, Wuhan 430079, China
| | - Zijian Tang
- College of Biomedicine and Health, Huazhong Agricultural University, Wuhan, Hubei 430070, China
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13
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Zhang P, Zhao JH, Yuan LX, Ju LL, Wang HX, Wang F, Chen L, Cai WH. DLAT is a promising prognostic marker and therapeutic target for hepatocellular carcinoma: a comprehensive study based on public databases. Sci Rep 2023; 13:17295. [PMID: 37828099 PMCID: PMC10570290 DOI: 10.1038/s41598-023-43835-y] [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: 04/17/2023] [Accepted: 09/28/2023] [Indexed: 10/14/2023] Open
Abstract
Cuproptosis is a new mechanism of cell death that differs from previously identified regulatory cell death mechanisms. Cuproptosis induction holds promise as a new tumour treatment. Therefore, we investigated the value of cuproptosis-related genes in the management of hepatocellular carcinoma (HCC). The cuproptosis-related gene Dihydrolipoamide S-Acetyltransferase (DLAT) were significantly upregulated in liver cancer tissues. High levels of DLAT were an independent prognostic factor for shorter overallsurvival (OS) time. DLAT and its related genes were mainly involved in cell metabolism, tumor progression and immune regulation. DLAT was significantly associated with the level of immune cell infiltration and immune checkpoints in HCC. HCC with high DLAT expression was predicted to be more sensitive to sorafenib treatment. The risk prognostic signature established based on DLAT and its related genes had a good prognostic value. The cuproptosis-related gene DLAT is a promising independent prognostic marker and therapeutic target in HCC. The new prognostic signature can effectively predict the prognosis of HCC patients.
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Affiliation(s)
- Peng Zhang
- Nantong Institute of Liver Disease, Department of Hepatobiliary Surgery, Nantong Third People's Hospital, Affiliated Nantong Hospital 3 of Nantong University, Nantong, China
| | - Jiang-Hua Zhao
- Medical School of Nantong University, Nantong Third People's Hospital, Affiliated Nantong Hospital 3 of Nantong University, Nantong, China
| | - Liu-Xia Yuan
- Nantong Institute of Liver Disease, Nantong Third People's Hospital, Affiliated Nantong Hospital 3 of Nantong University, Nantong, China
| | - Lin-Ling Ju
- Nantong Institute of Liver Disease, Nantong Third People's Hospital, Affiliated Nantong Hospital 3 of Nantong University, Nantong, China
| | - Hui-Xuan Wang
- Nantong Institute of Liver Disease, Nantong Third People's Hospital, Affiliated Nantong Hospital 3 of Nantong University, Nantong, China
| | - Feng Wang
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China
| | - Lin Chen
- Nantong Institute of Liver Disease, Nantong Third People's Hospital, Affiliated Nantong Hospital 3 of Nantong University, Nantong, China.
| | - Wei-Hua Cai
- Department of Hepatobiliary Surgery, Nantong Third People's Hospital, Affiliated Nantong Hospital 3 of Nantong University, Nantong, China.
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14
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Takabe K, Benesch MG, Chida K. World Journal of Oncology Has Gained an Impact Factor of 5.2 by Journal Citation Reports. World J Oncol 2023; 14:231-233. [PMID: 37560337 PMCID: PMC10409558 DOI: 10.14740/wjon1687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 07/27/2023] [Indexed: 08/11/2023] Open
Affiliation(s)
- Kazuaki Takabe
- Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
- Department of Surgery, University at Buffalo Jacobs School of Medicine and Biomedical Sciences, The State University of New York, Buffalo, NY 14263, USA
- Department of Breast Surgery and Oncology, Tokyo Medical University, Tokyo 160-8402, Japan
- Department of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine, Yokohama, Kanagawa 236-0004, Japan
- Department of Surgery, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
- Department of Breast Surgery, Fukushima Medical University, Fukushima, Japan
| | - Matthew G.K. Benesch
- Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Kohei Chida
- Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
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15
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Zhang X, Zhou Y, Hu J, Yu X, Xu H, Ba Z, Zhang H, Sun Y, Wang R, Du X, Mou R, Li X, Zhu J, Xie R. Comprehensive analysis identifies cuproptosis-related gene DLAT as a potential prognostic and immunological biomarker in pancreatic adenocarcinoma. BMC Cancer 2023; 23:560. [PMID: 37330494 DOI: 10.1186/s12885-023-11042-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Accepted: 06/05/2023] [Indexed: 06/19/2023] Open
Abstract
BACKGROUND Cuproptosis is a regulated cell death form associated with tumor progression, clinical outcomes, and immune response. However, the role of cuproptosis in pancreatic adenocarcinoma (PAAD) remains unclear. This study aims to investigate the implications of cuproptosis-related genes (CRGs) in PAAD by integrated bioinformatic methods and clinical validation. METHODS Gene expression data and clinical information were downloaded from UCSC Xena platform. We analyzed the expression, mutation, methylation, and correlations of CRGs in PAAD. Then, based on the expression profiles of CRGs, patients were divided into 3 groups by consensus clustering algorithm. Dihydrolipoamide acetyltransferase (DLAT) was chosen for further exploration, including prognostic analysis, co-expression analysis, functional enrichment analysis, and immune landscape analysis. The DLAT-based risk model was established by Cox and LASSO regression analysis in the training cohort, and then verified in the validation cohort. Quantitative reverse transcriptase polymerase chain reaction (RT-qPCR) and immunohistochemistry (IHC) assays were performed to examine the expression levels of DLAT in vitro and in vivo, respectively. RESULTS Most CRGs were highly expressed in PAAD. Among these genes, increased DLAT could serve as an independent risk factor for survival. Co-expression network and functional enrichment analysis indicated that DLAT was engaged in multiple tumor-related pathways. Moreover, DLAT expression was positively correlated with diverse immunological characteristics, such as immune cell infiltration, cancer-immunity cycle, immunotherapy-predicted pathways, and inhibitory immune checkpoints. Submap analysis demonstrated that DLAT-high patients were more responsive to immunotherapeutic agents. Notably, the DLAT-based risk score model possessed high accuracy in predicting prognosis. Finally, the upregulated expression of DLAT was verified by RT-qPCR and IHC assays. CONCLUSIONS We developed a DLAT-based model to predict patients' clinical outcomes and demonstrated that DLAT was a promising prognostic and immunological biomarker in PAAD, thereby providing a new possibility for tumor therapy.
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Affiliation(s)
- Xiaoling Zhang
- Department of Digestive Internal Medicine, Harbin Medical University Cancer Hospital, Harbin, 150081, China
| | - Yuxin Zhou
- Department of Digestive Internal Medicine, Harbin Medical University Cancer Hospital, Harbin, 150081, China
| | - Jiahe Hu
- Department of Digestive Internal Medicine, Harbin Medical University Cancer Hospital, Harbin, 150081, China
| | - Xuefeng Yu
- Department of Gastroenterological Surgery, Harbin Medical University Cancer Hospital, Harbin, 150081, China
| | - Haitao Xu
- Department of Hepatobiliary and Pancreatic Surgery, Harbin Medical University Cancer Hospital, Harbin, 150081, China
| | - Zhichang Ba
- Medical Imaging Center, Harbin Medical University Cancer Hospital, Harbin, 150081, China
| | - Haoxin Zhang
- Department of Digestive Internal Medicine, Harbin Medical University Cancer Hospital, Harbin, 150081, China
| | - Yanan Sun
- Department of Digestive Internal Medicine, Harbin Medical University Cancer Hospital, Harbin, 150081, China
| | - Rongfang Wang
- Department of Digestive Internal Medicine, Harbin Medical University Cancer Hospital, Harbin, 150081, China
| | - Xinlian Du
- Department of Digestive Internal Medicine, Harbin Medical University Cancer Hospital, Harbin, 150081, China
| | - Ruishu Mou
- Department of Digestive Internal Medicine, Harbin Medical University Cancer Hospital, Harbin, 150081, China
| | - Xuedong Li
- Department of Digestive Internal Medicine, Harbin Medical University Cancer Hospital, Harbin, 150081, China
| | - Jiuxin Zhu
- Department of Pharmacology (National Key Laboratory of Frigid Zone Cardiovascular Diseases, State-Province Key Laboratories of Biomedicine-Pharmaceutics of China, Key Laboratory of Cardiovascular Medicine Research, Ministry of Education), College of Pharmacy, Harbin Medical University, Harbin, 150081, China.
| | - Rui Xie
- Department of Digestive Internal Medicine, Harbin Medical University Cancer Hospital, Harbin, 150081, China.
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Zheng KW, Zhang CH, Wu W, Zhu Z, Gong JP, Li CM. FNBP4 is a Potential Biomarker Associated with Cuproptosis and Promotes Tumor Progression in Hepatocellular Carcinoma. Int J Gen Med 2023; 16:467-480. [PMID: 36760683 PMCID: PMC9907010 DOI: 10.2147/ijgm.s395881] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 01/26/2023] [Indexed: 02/05/2023] Open
Abstract
Background Hepatocellular carcinoma (HCC) is one of the most common malignant tumors that lacks an efficient therapeutic approach because of its elusive molecular mechanisms. This study aimed to investigate the biological function and potential mechanism of formin-binding protein 4 (FNBP4) in HCC. Methods FNBP4 expression in tissues and cells were detected by quantitative real-time PCR (qRT‒PCR), Western blot, and immunohistochemistry (IHC). The Kaplan-Meier method was used to explore the correlation between the FNBP4 expression and clinical survival. MTT, EdU incorporation, colony formation, and Transwell assays were performed to evaluate the function of FNBP4 in cell proliferation and migration in vitro. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis was used to explore the potential mechanism of FNBP4. The prognostic risk signature and nomogram were constructed to demonstrate the prognostic value of FNBP4. Results We found that FNBP4 was upregulated in patients with HCC and associated with poor overall survival (OS). Furthermore, knockdown of FNBP4 inhibited the proliferation and migration in HCC cells. Then, we performed a KEGG pathway analysis of the coexpressed genes associated with FNBP4 and found that FNBP4 may be associated with tumor-related signaling pathways and cuproptosis. We verified that FNBP4 could cause cell cycle progression and inactivation of the hippo signaling pathway. A prognostic risk signature containing three FNBP4-related differentially expressed cuproptosis regulators (DECRs) was established and can be used as an independent risk factor to evaluate the prognosis of patients with HCC. In addition, a nomogram including a risk score and clinicopathological factors was used to predict patient survival probabilities. Conclusion FNBP4, as a potential biomarker associated with cuproptosis, promotes HCC cell proliferation and metastasis. We provide a new potential strategy for HCC treatment by targeting FNBP4.
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Affiliation(s)
- Kai-Wen Zheng
- Department of Hepatobiliary Surgery, the Second Affiliated Hospital of Chongqing Medical University, Chongqing, People’s Republic of China,Department of Hepatobiliary Surgery, the People’s Hospital of Rongchang District, Chongqing, People’s Republic of China
| | - Chao-Hua Zhang
- Department of Gastrointestinal Surgery, the Second Affiliated Hospital of Chongqing Medical University, Chongqing, People’s Republic of China
| | - Wu Wu
- Department of Hepatobiliary Surgery, the Second Affiliated Hospital of Chongqing Medical University, Chongqing, People’s Republic of China
| | - Zhu Zhu
- Department of Hepatobiliary Surgery, the Second Affiliated Hospital of Chongqing Medical University, Chongqing, People’s Republic of China
| | - Jian-Ping Gong
- Department of Hepatobiliary Surgery, the Second Affiliated Hospital of Chongqing Medical University, Chongqing, People’s Republic of China
| | - Chun-Ming Li
- Department of Hepatobiliary Surgery, the Second Affiliated Hospital of Chongqing Medical University, Chongqing, People’s Republic of China,Correspondence: Chun-Ming Li, Email
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Yang Q, Zeng S, Liu W. Roles of cuproptosis-related gene DLAT in various cancers: a bioinformatic analysis and preliminary verification on pro-survival autophagy. PeerJ 2023; 11:e15019. [PMID: 36949759 PMCID: PMC10026716 DOI: 10.7717/peerj.15019] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 02/17/2023] [Indexed: 03/19/2023] Open
Abstract
Background Studies have shown that the expressions and working mechanisms of Dihydrolipoamide S-acetyltransferase (DLAT) in different cancers vary. It is necessary to analyze the expressions and regulatory roles of DLAT in tumors systematically. Methods Online public-platform literature on the relationships between DLAT expression levels and tumor prognosis, methylation status, genetic alteration, drug sensitivity, and immune infiltration has been reviewed. The literature includes such documents as The Cancer Genome Atlas (TCGA), Human Protein Atlas (HPA), Tumor Immune Estimation Resource 2.0 (TIMER2.0), Gene Expression Profiling Interactive Analysis 2 (GEPIA2) and Receiver Operating Characteristic plotter (ROC plotter). The molecular mechanisms of DLAT were explored with the Gene Set Enrichment Analysis (GSEA). The relationship between down-regulated DLAT and autophagy in two liver hepatocellular carcinoma (LIHC) cell lines was confirmed with the western blot method, colony formation assay, and transmission electron microscopy. Tissue microarrays were validated through the immunohistochemical staining of DLAT. Results DLAT is upregulated in the LIHC, lung adenocarcinoma (LUAD), lung squamous cell carcinoma (LUSC), and stomach adenocarcinoma (STAD) tumors but is down-regulated in the head and neck squamous cell carcinoma (HNSC) and kidney renal clear cell carcinoma (KIRC) tumors in comparison with normal tissues. For LIHC patients treated with 5-Fluorouracil and Lenvatinib, the DLAT levels of those in the drug-resistant group are significantly high. In LIHC cells, autophagy will be inhibited, and cell death will be induced when DLAT breaks down. Moreover, there exist positive correlations between DLAT expression levels and infiltration of B cells, DC cells, Tregs, and CD8+ T cells in kidney chromophobe (KICH), breast invasive carcinoma (BRCA), prostate adenocarcinoma (PRAD), LIHC and HPV+ HNSC. In LIHC, markers of Tregs are positively correlated with DLAT. Compared with those of normal tissues, the staining intensity of DLAT and the amount of Tregs marker CD49d in LIHC increase. Conclusions Through this study, the expressions of DLAT in various cancer types can be understood comprehensively. It suggests that DLAT may be a prognostic marker for LIHC, LUAD, LUSC, STAD and KIRC. A high DLAT expression in LIHC may promote tumorigenesis by stimulating autophagy and inhibiting anti-tumor immunity.
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Affiliation(s)
- Qinjing Yang
- Department of Pharmacy, The Third Xiangya Hospital, Central South University, Changsha, China
- Nursing Department, The Third Xiangya Hospital, Central South University, Changsha, China
| | - Shuangshuang Zeng
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, China
| | - Wei Liu
- Department of Pharmacy, The Third Xiangya Hospital, Central South University, Changsha, China
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18
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Takabe K, Benesch MG. Types of Cancer and Research Covered in World Journal of Oncology. World J Oncol 2022; 13:325-328. [PMID: 36660205 PMCID: PMC9822687 DOI: 10.14740/wjon1558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Accepted: 12/20/2022] [Indexed: 12/26/2022] Open
Affiliation(s)
- Kazuaki Takabe
- Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA,Corresponding Author: Kazuaki Takabe, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.
| | - Matthew G.K. Benesch
- Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
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