1
|
Chen M, Wu GB, Hua S, Zhao ZF, Li HJ, Luo M. Identification and validation of a prognostic model of necroptosis-related lncRNAs in hepatocellular carcinoma. Front Genet 2022; 13:907859. [PMID: 36246594 PMCID: PMC9557293 DOI: 10.3389/fgene.2022.907859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 09/05/2022] [Indexed: 11/27/2022] Open
Abstract
Background: The study focused on establishing a prognostic survival model with six necroptosis-related lncRNAs to predict overall survival (OS) in patients with hepatocellular carcinoma (HCC). Methods: The data of gene expression and clinical information of HCC patients were obtained from The Cancer Genome Atlas (TCGA). Cox regression with LASSO was used for constructing a necroptosis-related lncRNA survival model, which we further validated with qRT-PCR in vitro. The relative bioinformatics analysis and consensus cluster analysis were performed based on six differentially expressed lncRNAs. Results: The survival prognostic model was constructed by using data from TCGA. Receiver operating characteristic (ROC) curves showed a good survival prediction by this model. GSEA showed that several signaling pathways were related to HCC progression. Immune-related functional analysis showed that aDCs, macrophages, Th2 cells, and Tregs have stronger correlation with the high-risk group. The consensus cluster analysis further validated the 6-lncRNA prognostic model. Conclusion: A novel 6-lncRNA (AL606489.1, NRAV, LINC02870, DUXAP8, “ZFPM2-AS1,” and AL031985.3) prognostic model had an accurately predictive power in HCC prognosis, which might be worthy of clinical application.
Collapse
Affiliation(s)
- Min Chen
- Department of General Surgery, Shanghai Ninth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Guang-Bo Wu
- Department of General Surgery, Shanghai Ninth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shan Hua
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zhi-Feng Zhao
- Department of General Surgery, Shanghai Ninth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hong-Jie Li
- Department of General Surgery, Shanghai Ninth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
- *Correspondence: Hong-Jie Li, ; Meng Luo,
| | - Meng Luo
- Department of General Surgery, Shanghai Ninth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
- *Correspondence: Hong-Jie Li, ; Meng Luo,
| |
Collapse
|
2
|
Avitan-Hersh E, Feng Y, Oknin Vaisman A, Abu Ahmad Y, Zohar Y, Zhang T, Lee JS, Lazar I, Sheikh Khalil S, Feiler Y, Kluger H, Kahana C, Brown K, Ruppin E, Ronai ZA, Orian A. Regulation of eIF2α by RNF4 Promotes Melanoma Tumorigenesis and Therapy Resistance. J Invest Dermatol 2020; 140:2466-2477. [PMID: 32360601 DOI: 10.1016/j.jid.2020.04.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Revised: 03/24/2020] [Accepted: 04/06/2020] [Indexed: 01/07/2023]
Abstract
Among the hallmarks of melanoma are impaired proteostasis and rapid development of resistance to targeted therapy that represent a major clinical challenge. However, the molecular machinery that links these processes is unknown. Here we describe that by stabilizing key melanoma oncoproteins, the ubiquitin ligase RNF4 promotes tumorigenesis and confers resistance to targeted therapy in melanoma cells, xenograft mouse models, and patient samples. In patients, RNF4 protein and mRNA levels correlate with poor prognosis and with resistance to MAPK inhibitors. Remarkably, RNF4 tumorigenic properties, including therapy resistance, require the translation initiation factor initiation elongation factor alpha (eIF2α). RNF4 binds, ubiquitinates, and stabilizes the phosphorylated eIF2α (p-eIF2α) but not activating transcription factor 4 or C/EBP homologous protein that mediates the eIF2α-dependent integrated stress response. In accordance, p-eIF2α levels were significantly elevated in high-RNF4 patient-derived melanomas. Thus, RNF4 and p-eIF2α establish a positive feed-forward loop connecting oncogenic translation and ubiquitin-dependent protein stabilization in melanoma.
Collapse
Affiliation(s)
- Emily Avitan-Hersh
- Rappaport Research Institute and Faculty of Medicine, Technion Integrative Cancer Center, Technion-Israel Institute of Technology, Haifa, Israel; Rambam Health Care Campus, Haifa, Israel
| | - Yongmei Feng
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California, USA
| | - Avital Oknin Vaisman
- Rappaport Research Institute and Faculty of Medicine, Technion Integrative Cancer Center, Technion-Israel Institute of Technology, Haifa, Israel
| | - Yamen Abu Ahmad
- Rappaport Research Institute and Faculty of Medicine, Technion Integrative Cancer Center, Technion-Israel Institute of Technology, Haifa, Israel
| | - Yaniv Zohar
- Rappaport Research Institute and Faculty of Medicine, Technion Integrative Cancer Center, Technion-Israel Institute of Technology, Haifa, Israel; Rambam Health Care Campus, Haifa, Israel
| | - Tongwu Zhang
- Integrative Tumor Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Joo Sang Lee
- Cancer Data Science Lab, National Cancer Institute, NIH, Maryland, USA; Samsung Medical Center, Sungkyunkwan University School of Medicine, Suwon, Republic of Korea
| | - Ikrame Lazar
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California, USA
| | - Saeed Sheikh Khalil
- Rappaport Research Institute and Faculty of Medicine, Technion Integrative Cancer Center, Technion-Israel Institute of Technology, Haifa, Israel
| | - Yulia Feiler
- Deprtament of Molecular Genetics Weizmann Institute of Science, Rehovot, Israel
| | - Harriet Kluger
- Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Chaim Kahana
- Deprtament of Molecular Genetics Weizmann Institute of Science, Rehovot, Israel
| | - Kevin Brown
- Integrative Tumor Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Eytan Ruppin
- Cancer Data Science Lab, National Cancer Institute, NIH, Maryland, USA
| | - Ze'ev A Ronai
- Rappaport Research Institute and Faculty of Medicine, Technion Integrative Cancer Center, Technion-Israel Institute of Technology, Haifa, Israel; Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California, USA
| | - Amir Orian
- Rappaport Research Institute and Faculty of Medicine, Technion Integrative Cancer Center, Technion-Israel Institute of Technology, Haifa, Israel.
| |
Collapse
|
3
|
Ma J, Guo W, Li C. Ubiquitination in melanoma pathogenesis and treatment. Cancer Med 2017; 6:1362-1377. [PMID: 28544818 PMCID: PMC5463089 DOI: 10.1002/cam4.1069] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2016] [Revised: 03/07/2017] [Accepted: 03/10/2017] [Indexed: 12/13/2022] Open
Abstract
Melanoma is one of the most aggressive skin cancers with fiercely increasing incidence and mortality. Since the progressive understanding of the mutational landscape and immunologic pathogenic factors in melanoma, the targeted therapy and immunotherapy have been recently established and gained unprecedented improvements for melanoma treatment. However, the prognosis of melanoma patients remains unoptimistic mainly due to the resistance and nonresponse to current available drugs. Ubiquitination is a posttranslational modification which plays crucial roles in diverse cellular biological activities and participates in the pathogenesis of various cancers, including melanoma. Through the regulation of multiple tumor promoters and suppressors, ubiquitination is emerging as the key contributor and therefore a potential therapeutic target for melanoma. Herein, we summarize the current understanding of ubiquitination in melanoma, from mechanistic insights to clinical progress, and discuss the prospect of ubiquitination modification in melanoma treatment.
Collapse
Affiliation(s)
- Jinyuan Ma
- Department of Dermatology, Xijing hospital, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Weinan Guo
- Department of Dermatology, Xijing hospital, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Chunying Li
- Department of Dermatology, Xijing hospital, Fourth Military Medical University, Xi'an, Shaanxi, China
| |
Collapse
|
4
|
Li C, Liu VWS, Chiu PM, Yao KM, Ngan HYS, Chan DW. Reduced expression of AMPK-β1 during tumor progression enhances the oncogenic capacity of advanced ovarian cancer. Mol Cancer 2014; 13:49. [PMID: 24602453 PMCID: PMC4016028 DOI: 10.1186/1476-4598-13-49] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2013] [Accepted: 02/21/2014] [Indexed: 12/25/2022] Open
Abstract
AMP-activated protein kinase (AMPK) is a key energy sensor that is involved in regulating cell metabolism. Our previous study revealed that the subunits of the heterotimeric AMPK enzyme are diversely expressed during ovarian cancer progression. However, the impact of the variable expression of these AMPK subunits in ovarian cancer oncogenesis remains obscure. Here, we provide evidence to show that reduced expression of the AMPK-β1 subunit during tumor progression is associated with the increased oncogenic capacity of advanced ovarian cancer cells. Immunohistochemical analysis revealed that AMPK-β1 levels were reduced in advanced-stage (P = 0.008), high-grade (P = 0.013) and metastatic ovarian cancers (P = 0.008). Intriguingly, down-regulation of AMPK-β1 was progressively reduced from tumor stages 1 to 3 of ovarian cancer. Functionally, enforced expression of AMPK-β1 inhibited ovarian-cancer-cell proliferation, anchorage-independent cell growth, cell migration and invasion. Conversely, depletion of AMPK-β1 by siRNA enhanced the oncogenic capacities of ovarian cancer cells, suggesting that the loss of AMPK-β1 favors the aggressiveness of ovarian cancer. Mechanistically, enforced expression of AMPK-β1 increased AMPK activity, which, in turn, induced cell-cycle arrest via inhibition of AKT/ERK signaling activity as well as impaired cell migration/invasion through the suppression of JNK signaling in ovarian cancer cells. Taken together, these findings suggest that the reduced expression of AMPK-β1 confers lower AMPK activity, which enhances the oncogenic capacity of advanced-stage ovarian cancer.
Collapse
Affiliation(s)
| | | | | | | | - Hextan Y S Ngan
- Department of Obstetrics & Gynecology, The University of Hong Kong, 6th Floor, Professorial Block, Queen Mary Hospital, Pokfulam, Hong Kong, SAR, People's Republic of China.
| | | |
Collapse
|
5
|
Zheng H, Qian J, Baker DP, Fuchs SY. Tyrosine phosphorylation of protein kinase D2 mediates ligand-inducible elimination of the Type 1 interferon receptor. J Biol Chem 2011; 286:35733-35741. [PMID: 21865166 DOI: 10.1074/jbc.m111.263608] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
Type 1 interferons (including IFNα/β) activate their cell surface receptor to induce the intracellular signal transduction pathways that play an important role in host defenses against infectious agents and tumors. The extent of cellular responses to IFNα is limited by several important mechanisms including the ligand-stimulated and specific serine phosphorylation-dependent degradation of the IFNAR1 chain of Type 1 IFN receptor. Previous studies revealed that acceleration of IFNAR1 degradation upon IFN stimulation requires activities of tyrosine kinase TYK2 and serine/threonine protein kinase D2 (PKD2), whose recruitment to IFNAR1 is also induced by the ligand. Here we report that activation of PKD2 by IFNα (but not its recruitment to the receptor) depends on TYK2 catalytic activity. PKD2 undergoes IFNα-inducible tyrosine phosphorylation on specific phospho-acceptor site (Tyr-438) within the plekstrin homology domain. Activated TYK2 is capable of facilitating this phosphorylation in vitro. Tyrosine phosphorylation of PKD2 is required for IFNα-stimulated activation of this kinase as well as for efficient serine phosphorylation and degradation of IFNAR1 and ensuing restriction of the extent of cellular responses to IFNα.
Collapse
Affiliation(s)
- Hui Zheng
- Department of Animal Biology and Mari Lowe Center for Comparative Oncology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104
| | - Juan Qian
- Department of Animal Biology and Mari Lowe Center for Comparative Oncology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104
| | | | - Serge Y Fuchs
- Department of Animal Biology and Mari Lowe Center for Comparative Oncology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104.
| |
Collapse
|
6
|
Vascular endothelial growth factor-induced elimination of the type 1 interferon receptor is required for efficient angiogenesis. Blood 2011; 118:4003-6. [PMID: 21832278 DOI: 10.1182/blood-2011-06-359745] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Angiogenesis is stimulated by vascular endothelial growth factor (VEGF) and antagonized by type 1 interferons, including IFN-α/β. On engaging their respective receptors (VEGFR2 and IFNAR), both stimuli activate protein kinase D2 (PKD2) and type 1 IFNs require PKD2 activation and recruitment to IFNAR1 to promote the phosphorylation-dependent ubiquitination, down-regulation, and degradation of the cognate receptor chain, IFNAR1. Data reveal that PKD2 activity is dispensable for VEGF-stimulated down-regulation of VEGFR2. Remarkably, VEGF treatment promotes the recruitment of PKD2 to IFNAR1 as well as ensuing phosphorylation, ubiquitination, and degradation of IFNAR1. In cells exposed to VEGF, phosphorylation-dependent degradation of IFNAR1 leads to an inhibition of type 1 IFN signaling and is required for efficient VEGF-stimulated angiogenesis. Importance of this mechanism for proangiogenic or antiangiogenic responses in cells exposed to counteracting stimuli and the potential medical significance of this regulation are discussed.
Collapse
|
7
|
Jarmalavicius S, Trefzer U, Walden P. Differential arginine methylation of the G‐protein pathway suppressor GPS‐2 recognized by tumor‐specific T cells in melanoma. FASEB J 2009; 24:937-46. [DOI: 10.1096/fj.09-136283] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Saulius Jarmalavicius
- Clinical Research Group Tumor ImmunologyDepartment of DermatologyCharité‐Universitätsmedizin BerlinBerlinGermany
| | - Uwe Trefzer
- Clinical Research Group Tumor ImmunologyDepartment of DermatologyCharité‐Universitätsmedizin BerlinBerlinGermany
| | - Peter Walden
- Clinical Research Group Tumor ImmunologyDepartment of DermatologyCharité‐Universitätsmedizin BerlinBerlinGermany
| |
Collapse
|
8
|
Denis NJ, Vasilescu J, Lambert JP, Smith JC, Figeys D. Tryptic digestion of ubiquitin standards reveals an improved strategy for identifying ubiquitinated proteins by mass spectrometry. Proteomics 2007; 7:868-74. [PMID: 17370265 DOI: 10.1002/pmic.200600410] [Citation(s) in RCA: 67] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Ubiquitination plays an essential role in maintaining cellular homeostasis by regulating a multitude of essential processes. The ability to identify ubiquitinated proteins by MS currently relies on a strategy in which ubiquitinated peptides are identified by a 114.1 Da diglycine (GG) tag on lysine residues, which is derived from the C-terminus of ubiquitin, following trypsin digestion. In the following study, we report a more comprehensive approach for mapping ubiquitination sites by trypsin digestion and MS/MS analysis. We demonstrate that ubiquitination sites can be identified by signature peptides containing a GG-tag (114.1 Da) and an LRGG-tag (383.2 Da) on internal lysine residues as well as a GG-tag found on the C-terminus of ubiquitinated peptides. Application of this MS-based approach enabled the identification of 96 ubiquitination sites from proteins purified from human MCF-7 breast cancer cells, representing a 2.4-fold increase in the number of ubiquitination sites that could be identified over standard methods. Our improved MS-based strategy will aid future studies which aim to identify and/or characterize ubiquitinated proteins in human cells.
Collapse
Affiliation(s)
- Nicholas J Denis
- Ottawa Institute of Systems Biology, University of Ottawa, Ottawa, ON, Canada
| | | | | | | | | |
Collapse
|
9
|
Abstract
Melanoma is the most lethal of human skin cancers and its incidence is increasing worldwide [L.K. Dennis (1999). Arch. Dermatol. 135, 275; C. Garbe et al. (2000). Cancer 89, 1269]. Melanomas often metastasize early during the course of the disease and are then highly intractable to current therapeutic regimens [M.F. Demierre and G. Merlino (2004). Curr. Oncol. Rep. 6, 406]. Consequently, understanding the factors that maintain melanocyte homeostasis and prevent their neoplastic transformation into melanoma is of utmost interest from the perspective of therapeutic interdiction. This review will focus on the role of the pocket proteins (PPs), Rb1 (retinoblastoma protein), retinoblastoma-like 1 (Rbl1 also known as p107) and retinoblastoma-like 2 (Rbl2 also known as p130), in melanocyte homeostasis, with particular emphasis on their functions in the cell cycle and the DNA damage repair response. The potential mechanisms of PP deregulation in melanoma and the possibility of PP-independent pathways to melanoma development will also be considered. Finally, the role of the PP family in ultraviolet radiation (UVR)-induced melanoma and the precise contribution that each PP family member makes to melanocyte homeostasis will be discussed in the context of a number of genetically engineered mouse models.
Collapse
Affiliation(s)
- Ian D Tonks
- Queensland Institute of Medical Research, Herston, Brisbane, Queensland, Australia.
| | | | | |
Collapse
|