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Shirley CA, Chhabra G, Amiri D, Chang H, Ahmad N. Immune escape and metastasis mechanisms in melanoma: breaking down the dichotomy. Front Immunol 2024; 15:1336023. [PMID: 38426087 PMCID: PMC10902921 DOI: 10.3389/fimmu.2024.1336023] [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: 11/09/2023] [Accepted: 01/24/2024] [Indexed: 03/02/2024] Open
Abstract
Melanoma is one of the most lethal neoplasms of the skin. Despite the revolutionary introduction of immune checkpoint inhibitors, metastatic spread, and recurrence remain critical problems in resistant cases. Melanoma employs a multitude of mechanisms to subvert the immune system and successfully metastasize to distant organs. Concerningly, recent research also shows that tumor cells can disseminate early during melanoma progression and enter dormant states, eventually leading to metastases at a future time. Immune escape and metastasis have previously been viewed as separate phenomena; however, accumulating evidence is breaking down this dichotomy. Recent research into the progressive mechanisms of melanoma provides evidence that dedifferentiation similar to classical epithelial to mesenchymal transition (EMT), genes involved in neural crest stem cell maintenance, and hypoxia/acidosis, are important factors simultaneously involved in immune escape and metastasis. The likeness between EMT and early dissemination, and differences, also become apparent in these contexts. Detailed knowledge of the mechanisms behind "dual drivers" simultaneously promoting metastatically inclined and immunosuppressive environments can yield novel strategies effective in disabling multiple facets of melanoma progression. Furthermore, understanding progression through these drivers may provide insight towards novel treatments capable of preventing recurrence arising from dormant dissemination or improving immunotherapy outcomes.
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Affiliation(s)
- Carl A Shirley
- Department of Dermatology, University of Wisconsin, Madison, WI, United States
| | - Gagan Chhabra
- Department of Dermatology, University of Wisconsin, Madison, WI, United States
| | - Deeba Amiri
- Department of Dermatology, University of Wisconsin, Madison, WI, United States
| | - Hao Chang
- Department of Dermatology, University of Wisconsin, Madison, WI, United States
- William S. Middleton Memorial Veterans Hospital, Madison, WI, United States
| | - Nihal Ahmad
- Department of Dermatology, University of Wisconsin, Madison, WI, United States
- William S. Middleton Memorial Veterans Hospital, Madison, WI, United States
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2
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de Oliveira Filho RS, de Oliveira DA, Nisimoto MM, Marti LC. A Review of Advanced Cutaneous Melanoma Therapies and Their Mechanisms, from Immunotherapies to Lysine Histone Methyl Transferase Inhibitors. Cancers (Basel) 2023; 15:5751. [PMID: 38136297 PMCID: PMC10741407 DOI: 10.3390/cancers15245751] [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: 10/18/2023] [Revised: 12/05/2023] [Accepted: 12/06/2023] [Indexed: 12/24/2023] Open
Abstract
Advanced cutaneous melanoma is considered to be the most aggressive type of skin cancer and has variable rates of treatment response. Currently, there are some classes of immunotherapy and target therapies for its treatment. Immunotherapy can inhibit tumor growth and its recurrence by triggering the host's immune system, whereas targeted therapy inhibits specific molecules or signaling pathways. However, melanoma responses to these treatments are highly heterogeneous, and patients can develop resistance. Epigenomics (DNA/histone modifications) contribute to cancer initiation and progression. Epigenetic alterations are divided into four levels of gene expression regulation: DNA methylation, histone modification, chromatin remodeling, and non-coding RNA regulation. Deregulation of lysine methyltransferase enzymes is associated with tumor initiation, invasion, development of metastases, changes in the immune microenvironment, and drug resistance. The study of lysine histone methyltransferase (KMT) and nicotinamide N-methyltransferase (NNMT) inhibitors is important for understanding cancer epigenetic mechanisms and biological processes. In addition to immunotherapy and target therapy, the research and development of KMT and NNMT inhibitors is ongoing. Many studies are exploring the therapeutic implications and possible side effects of these compounds, in addition to their adjuvant potential to the approved current therapies. Importantly, as with any drug development, safety, efficacy, and specificity are crucial considerations when developing methyltransferase inhibitors for clinical applications. Thus, this review article presents the recently available therapies and those in development for advanced cutaneous melanoma therapy.
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Affiliation(s)
- Renato Santos de Oliveira Filho
- Department of Plastic Surgery, Escola Paulista de Medicina–Universidade Federal de São Paulo–EPM-UNIFESP, São Paulo 04023-062, SP, Brazil
| | - Daniel Arcuschin de Oliveira
- Department of Plastic Surgery, Universidade Federal de São Paulo–UNIFESP-Skin Cancer and Melanoma Fellow, São Paulo 04023-900, SP, Brazil;
| | | | - Luciana Cavalheiro Marti
- Experimental Research Department, Hospital Israelita Albert Einstein, São Paulo 05652-900, SP, Brazil
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3
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Long E, Yin J, Funderburk KM, Xu M, Feng J, Kane A, Zhang T, Myers T, Golden A, Thakur R, Kong H, Jessop L, Kim EY, Jones K, Chari R, Machiela MJ, Yu K, Iles MM, Landi MT, Law MH, Chanock SJ, Brown KM, Choi J. Massively parallel reporter assays and variant scoring identified functional variants and target genes for melanoma loci and highlighted cell-type specificity. Am J Hum Genet 2022; 109:2210-2229. [PMID: 36423637 PMCID: PMC9748337 DOI: 10.1016/j.ajhg.2022.11.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 11/02/2022] [Indexed: 11/24/2022] Open
Abstract
The most recent genome-wide association study (GWAS) of cutaneous melanoma identified 54 risk-associated loci, but functional variants and their target genes for most have not been established. Here, we performed massively parallel reporter assays (MPRAs) by using malignant melanoma and normal melanocyte cells and further integrated multi-layer annotation to systematically prioritize functional variants and susceptibility genes from these GWAS loci. Of 1,992 risk-associated variants tested in MPRAs, we identified 285 from 42 loci (78% of the known loci) displaying significant allelic transcriptional activities in either cell type (FDR < 1%). We further characterized MPRA-significant variants by motif prediction, epigenomic annotation, and statistical/functional fine-mapping to create integrative variant scores, which prioritized one to six plausible candidate variants per locus for the 42 loci and nominated a single variant for 43% of these loci. Overlaying the MPRA-significant variants with genome-wide significant expression or methylation quantitative trait loci (eQTLs or meQTLs, respectively) from melanocytes or melanomas identified candidate susceptibility genes for 60% of variants (172 of 285 variants). CRISPRi of top-scoring variants validated their cis-regulatory effect on the eQTL target genes, MAFF (22q13.1) and GPRC5A (12p13.1). Finally, we identified 36 melanoma-specific and 45 melanocyte-specific MPRA-significant variants, a subset of which are linked to cell-type-specific target genes. Analyses of transcription factor availability in MPRA datasets and variant-transcription-factor interaction in eQTL datasets highlighted the roles of transcription factors in cell-type-specific variant functionality. In conclusion, MPRAs along with variant scoring effectively prioritized plausible candidates for most melanoma GWAS loci and highlighted cellular contexts where the susceptibility variants are functional.
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Affiliation(s)
- Erping Long
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Jinhu Yin
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Karen M. Funderburk
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Mai Xu
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - James Feng
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Alexander Kane
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Tongwu Zhang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Timothy Myers
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Alyxandra Golden
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Rohit Thakur
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Hyunkyung Kong
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Lea Jessop
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Eun Young Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Kristine Jones
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Raj Chari
- Genome Modification Core, Frederick National Lab for Cancer Research, National Cancer Institute, Frederick, MD, USA
| | - Mitchell J. Machiela
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Kai Yu
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | | | - Mark M. Iles
- Leeds Institute for Data Analytics, School of Medicine, University of Leeds, Leeds LS2 9NL, UK
| | - Maria Teresa Landi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Matthew H. Law
- Statistical Genetics, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia,Faculty of Health, Queensland University of Technology, Brisbane, QLD, Australia,School of Biomedical Sciences, University of Queensland, Brisbane, QLD, Australia
| | - Stephen J. Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Kevin M. Brown
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Jiyeon Choi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA,Corresponding author
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4
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Wagstaff W, Mwamba RN, Grullon K, Armstrong M, Zhao P, Hendren-Santiago B, Qin KH, Li AJ, Hu DA, Youssef A, Reid RR, Luu HH, Shen L, He TC, Haydon RC. Melanoma: Molecular genetics, metastasis, targeted therapies, immunotherapies, and therapeutic resistance. Genes Dis 2022; 9:1608-1623. [PMID: 36157497 PMCID: PMC9485270 DOI: 10.1016/j.gendis.2022.04.004] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 03/29/2022] [Accepted: 04/10/2022] [Indexed: 02/07/2023] Open
Abstract
Cutaneous melanoma is a common cancer and cases have steadily increased since the mid 70s. For some patients, early diagnosis and surgical removal of melanomas is lifesaving, while other patients typically turn to molecular targeted therapies and immunotherapies as treatment options. Easy sampling of melanomas allows the scientific community to identify the most prevalent mutations that initiate melanoma such as the BRAF, NRAS, and TERT genes, some of which can be therapeutically targeted. Though initially effective, many tumors acquire resistance to the targeted therapies demonstrating the need to investigate compensatory pathways. Immunotherapies represent an alternative to molecular targeted therapies. However, inter-tumoral immune cell populations dictate initial therapeutic response and even tumors that responded to treatment develop resistance in the long term. As the protocol for combination therapies develop, so will our scientific understanding of the many pathways at play in the progression of melanoma. The future direction of the field may be to find a molecule that connects all of the pathways. Meanwhile, noncoding RNAs have been shown to play important roles in melanoma development and progression. Studying noncoding RNAs may help us to understand how resistance - both primary and acquired - develops; ultimately allow us to harness the true potential of current therapies. This review will cover the basic structure of the skin, the mutations and pathways responsible for transforming melanocytes into melanomas, the process by which melanomas metastasize, targeted therapeutics, and the potential that noncoding RNAs have as a prognostic and treatment tool.
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Affiliation(s)
- William Wagstaff
- The Pritzker School of Medicine, and the Medical Scientist Training Program, The University of Chicago Medical Center, Chicago, IL 60637, USA
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, USA
| | - Rimel N. Mwamba
- The Pritzker School of Medicine, and the Medical Scientist Training Program, The University of Chicago Medical Center, Chicago, IL 60637, USA
| | - Karina Grullon
- The Pritzker School of Medicine, and the Medical Scientist Training Program, The University of Chicago Medical Center, Chicago, IL 60637, USA
| | - Mikhayla Armstrong
- The Pritzker School of Medicine, and the Medical Scientist Training Program, The University of Chicago Medical Center, Chicago, IL 60637, USA
| | - Piao Zhao
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, USA
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, PR China
| | - Bryce Hendren-Santiago
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, USA
| | - Kevin H. Qin
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, USA
| | - Alexander J. Li
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, USA
| | - Daniel A. Hu
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, USA
| | - Andrew Youssef
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, USA
| | - Russell R. Reid
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, USA
- Laboratory of Craniofacial Suture Biology and Development, Department of Surgery Section of Plastic Surgery, The University of Chicago Medical Center, Chicago, IL 60637, USA
| | - Hue H. Luu
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, USA
| | - Le Shen
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, USA
- Department of Surgery, The University of Chicago Medical Center, Chicago, IL 60637, USA
| | - Tong-Chuan He
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, USA
- Department of Surgery, The University of Chicago Medical Center, Chicago, IL 60637, USA
| | - Rex C. Haydon
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, USA
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5
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Hristova DM, Fukumoto T, Takemori C, Gao L, Hua X, Wang JX, Li L, Beqiri M, Watters A, Vultur A, Gimie Y, Rebecca V, Samarkina A, Jimbo H, Nishigori C, Zhang J, Cheng C, Wei Z, Somasundaram R, Fukunaga-Kalabis M, Herlyn M. NUMB as a Therapeutic Target for Melanoma. J Invest Dermatol 2022; 142:1882-1892.e5. [PMID: 34883044 PMCID: PMC9704357 DOI: 10.1016/j.jid.2021.11.027] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 10/26/2021] [Accepted: 11/16/2021] [Indexed: 11/27/2022]
Abstract
The upregulation of the adaptor protein NUMB triggers melanocytic differentiation from multipotent skin stem cells, which share many properties with aggressive melanoma cells. Although NUMB acts as a tumor suppressor in various human cancer types, little is known about its role in melanoma. In this study, we investigated the role of NUMB in melanoma progression and its regulatory mechanism. Analysis of The Cancer Genome Atlas melanoma datasets revealed that high NUMB expression in melanoma tissues correlates with improved patient survival. Moreover, NUMB expression is downregulated in metastatic melanoma cells. NUMB knockdown significantly increased the invasion potential of melanoma cells in a three-dimensional collagen matrix in vitro and in the lungs of a mouse model in vivo; it also significantly upregulated the expression of the NOTCH target gene CCNE. Previous studies suggested that Wnt signaling increases NUMB expression. By mimicking Wnt stimulation through glycogen synthase kinase-3 inhibition, we increased NUMB expression in melanoma cells. Furthermore, a glycogen synthase kinase-3 inhibitor reduced the invasion of melanoma cells in a NUMB-dependent manner. Together, our results suggest that NUMB suppresses invasion and metastasis in melanoma, potentially through its regulation of the NOTCH‒CCNE axis and that the inhibitors that upregulate NUMB can exert therapeutic effects in melanoma.
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Affiliation(s)
| | - Takeshi Fukumoto
- The Wistar Institute, Philadelphia, Pennsylvania, USA; Division of Dermatology, Department of Internal Related, Kobe University Graduate School of Medicine, Kobe, Japan.
| | - Chihiro Takemori
- Division of Dermatology, Department of Internal Related, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Le Gao
- Department of Computer Science, New Jersey Institute of Technology, Newark, New Jersey, USA
| | - Xia Hua
- The Wistar Institute, Philadelphia, Pennsylvania, USA
| | - Joshua X Wang
- The Wistar Institute, Philadelphia, Pennsylvania, USA
| | - Ling Li
- The Wistar Institute, Philadelphia, Pennsylvania, USA
| | | | | | - Adina Vultur
- The Wistar Institute, Philadelphia, Pennsylvania, USA
| | - Yusra Gimie
- The Wistar Institute, Philadelphia, Pennsylvania, USA
| | - Vito Rebecca
- The Wistar Institute, Philadelphia, Pennsylvania, USA
| | | | - Haruki Jimbo
- Division of Dermatology, Department of Internal Related, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Chikako Nishigori
- Division of Dermatology, Department of Internal Related, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Jie Zhang
- Department of Computer Science, New Jersey Institute of Technology, Newark, New Jersey, USA
| | - Chaoran Cheng
- Department of Computer Science, New Jersey Institute of Technology, Newark, New Jersey, USA
| | - Zhi Wei
- Department of Computer Science, New Jersey Institute of Technology, Newark, New Jersey, USA
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6
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Curcumin Inhibits the Growth and Metastasis of Melanoma via miR-222-3p/SOX10/Notch Axis. DISEASE MARKERS 2022; 2022:3129781. [PMID: 35585935 PMCID: PMC9110126 DOI: 10.1155/2022/3129781] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 04/11/2022] [Accepted: 04/15/2022] [Indexed: 12/12/2022]
Abstract
Background The aim of this study was to investigate the effect of curcumin on melanoma and its mechanism. Methods Curcumin (0, 0.125, 0.25, or 0.5 mg/ml) was utilized to treat A375 and HT144 cell lines. The MTT analysis was used to confirm the proliferation ability. Wound healing and transwell analysis showed the migration and invasion ability. Immunofluorescence assay was used to demonstrate the effect of curcumin on SOX10 expression. Multiple bioinformatic analysis to confirm the SOX10 associated miRNA. The correlation of miR-222-3p and SOX10 was detected by Luciferase reporter assays. qRT-PCR showed the miR-222-3p level. Western blot analyzed the expression of SOX10, Notch1, and HES1 in melanoma cell treated with or without miR-222-3p inhibitor. Results Curcumin could inhibit the proliferation, migration, and invasion of melanoma cells. Furthermore, curcumin repress the expression of SOX10, Notch1, and HES-1, and increase the expression of miR-222-3p. And the miR-222-3p could directly target to SOX10 mRNA to inhibit its expression. In addition, inhibition of miR-222-3p expression reversed the inhibitory effect of curcumin the growth of melanoma cells. Conclusion Curcumin enhances the miR-222-3p level to reduce SOX10 expression, and ultimately inactivates the Notch pathway in repressing melanoma proliferation, migration, and invasion.
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7
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Pu Y, Lei M, Chen Y, Huang Y, Zhang L, Chen J, Zhang Y, Shao X, Liu L, Chen J. Hey1 promotes migration and invasion of melanoma cells via GRB2/PI3K/AKT signaling cascade. J Cancer 2021; 12:6979-6988. [PMID: 34729100 PMCID: PMC8558658 DOI: 10.7150/jca.60974] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Accepted: 09/18/2021] [Indexed: 11/05/2022] Open
Abstract
Increasing evidence indicates that Notch signaling regulates multiple intracellular biological processes in malignant melanoma. Whereas how Notch signaling is transduced to influence melanoma cell behaviors remains largely elusive. Here we show that the Notch signaling downstream target Hey1 promotes migration and invasion of melanoma cells via the GRB2/PI3K/AKT pathway. First, bioinformatics tools, immunohistochemistry, and Western blotting analysis showed that the expression of Hey1 is increased in melanoma. Then, both in vivo and in vitro experiments showed that Hey1 promotes the malignant behaviour of the melanoma cells. High-throughput RNA-sequencing analysis revealed that inhibition of Hey1 results in decreased GRB2 expression in melanoma cells. Last, functional experiments confirmed that Hey1 positively regulates GRB2/PI3K/AKT pathway to influence migration and invasion of melanoma cells. In summary, our results suggest that Hey1 promotes the invasion and metastasis of melanoma cells by regulating GRB2/PI3K/AKT pathway. Our study provides potential therapeutics in tumor biology.
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Affiliation(s)
- Yihuan Pu
- Department of Dermatology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Mingxing Lei
- 111 Project Laboratory of Biomechanics and Tissue Repair, College of Bioengineering, Chongqing University, Chongqing 400044, China.,Key Laboratory of Biorheological Science and Technology of the Ministry of Education, College of Bioengineering, Chongqing University, Chongqing 400044, China
| | - Yangmei Chen
- Department of Dermatology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Yanran Huang
- Department of Orthopaedics, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Lingzhao Zhang
- Department of Dermatology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Jiayi Chen
- Department of Dermatology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Yujie Zhang
- Department of Dermatology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Xinyi Shao
- Department of Dermatology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Lin Liu
- Department of Dermatology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Jin Chen
- Department of Dermatology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
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8
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Plasticity of Cancer Stem Cell: Origin and Role in Disease Progression and Therapy Resistance. Stem Cell Rev Rep 2021; 16:397-412. [PMID: 31965409 DOI: 10.1007/s12015-019-09942-y] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
In embryonic development and throughout life, there are some cells can exhibit phenotypic plasticity. Phenotypic plasticity is the ability of cells to differentiate into multiple lineages. In normal development, plasticity is highly regulated whereas cancer cells re-activate this dynamic ability for their own progression. The re-activation of these mechanisms enables cancer cells to acquire a cancer stem cell (CSC) phenotype- a subpopulation of cells with increased ability to survive in a hostile environment and resist therapeutic insults. There are several contributors fuel CSC plasticity in different stages of disease progression such as a complex network of tumour stroma, epidermal microenvironment and different sub-compartments within tumour. These factors play a key role in the transformation of tumour cells from a stable condition to a progressive state. In addition, flexibility in the metabolic state of CSCs helps in disease progression. Moreover, epigenetic changes such as chromatin, DNA methylation could stimulate the phenotypic change of CSCs. Development of resistance to therapy due to highly plastic behaviour of CSCs is a major cause of treatment failure in cancers. However, recent studies explored that plasticity can also expose the weaknesses in CSCs, thereby could be utilized for future therapeutic development. Therefore, in this review, we discuss how cancer cells acquire the plasticity, especially the role of the normal developmental process, tumour microenvironment, and epigenetic changes in the development of plasticity. We further highlight the therapeutic resistance property of CSCs attributed by plasticity. Also, outline some potential therapeutic options against plasticity of CSCs. Graphical Abstract .
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Thippu Jayaprakash K, Hussein M, Shaffer R, Michael A, Nisbet A, Ajaz M. In Vitro Evaluation of Notch Inhibition to Enhance Efficacy of Radiation Therapy in Melanoma. Adv Radiat Oncol 2021; 6:100622. [PMID: 33732959 PMCID: PMC7940786 DOI: 10.1016/j.adro.2020.11.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 10/06/2020] [Accepted: 11/11/2020] [Indexed: 12/25/2022] Open
Abstract
Purpose The scope of radiation therapy is limited in melanoma. Using in vitro melanoma models, we investigated a Notch signaling inhibitor as a radiosensitizer to explore its potential to improve the efficacy of radiation therapy to widen the clinical application of radiation therapy in melanoma. Methods and Materials Melanoma cell lines A375, SKMEL28, and G361 were grown using standard tissue culture methods. Radiation was delivered with a clinical x-ray unit, and a gamma secretase inhibitor RO4929097 was used to inhibit Notch signaling. Cell viability signal was used to calculate Loewe's combination index to assess the interaction between radiation and RO4929097 and also the effect of scheduling of radiation and RO4929097 on synergy. Clonogenic assays were used to assess the clonogenic potential. An in vitro 3-dimensional culture model, γ-H2AX, and notch intracellular domain assays were used to interrogate potential underlying biological mechanisms of this approach. Scratch and transwell migration assays were used to assess cell migration. Results A375 and SKMEL28 cell lines showed consistent synergy for most single radiation doses examined, with a tendency for better synergy with the radiation-first schedule (irradiation performed 24 hours before RO4929097 exposure). Clonogenic assays showed dose-dependent reduction in colony numbers. Both radiation and RO4929097 reduced the size of melanospheres grown in 3-dimensional culture in vitro, where RO4929097 demonstrated a significant effect on the size of A375 and SKMEL28 melanospheres, indicating potential modulation of stem cell phenotype. Radiation induced γ-H2AX foci signal levels were reduced after exposure to RO4929097 with a tendency toward reduction in notch intracellular domain levels for all 3 cell lines. RO4929097 impaired both de novo and radiation-enhanced cell migration. Conclusions We demonstrate Notch signaling inhibition with RO4929097 as a promising strategy to potentially improve the efficacy of radiation therapy in melanoma. This strategy warrants further validation in vivo.
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Affiliation(s)
- Kamalram Thippu Jayaprakash
- Department of Clinical and Experimental Medicine, Faculty of Health and Medical Sciences, The Leggett Building, Manor Park, University of Surrey, Guildford, United Kingdom.,Department of Oncology, St. Luke's Cancer Centre, Royal Surrey Hospital, Egerton Road, Guildford, United Kingdom.,Oncology Centre, Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom.,Department of Oncology, The Queen Elizabeth Hospital King's Lynn NHS Foundation Trust, King's Lynn, United Kingdom
| | - Mohammad Hussein
- Department of Medical Physics, St. Luke's Cancer Centre, Royal Surrey Hospital, Guildford, United Kingdom
| | - Richard Shaffer
- GenesisCare UK, Mount Alvernia Hospital, Guildford, United Kingdom
| | - Agnieszka Michael
- Department of Clinical and Experimental Medicine, Faculty of Health and Medical Sciences, The Leggett Building, Manor Park, University of Surrey, Guildford, United Kingdom.,Department of Oncology, St. Luke's Cancer Centre, Royal Surrey Hospital, Egerton Road, Guildford, United Kingdom
| | - Andrew Nisbet
- Department of Medical Physics and Biomedical Engineering, University College London, Malet Place Engineering Building, London, United Kingdom
| | - Mazhar Ajaz
- Department of Clinical and Experimental Medicine, Faculty of Health and Medical Sciences, The Leggett Building, Manor Park, University of Surrey, Guildford, United Kingdom.,Department of Oncology, St. Luke's Cancer Centre, Royal Surrey Hospital, Egerton Road, Guildford, United Kingdom
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10
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Sun J, Wang X, Xu RG, Mao D, Shen D, Wang X, Qiu Y, Han Y, Lu X, Li Y, Che Q, Zheng L, Peng P, Kang X, Zhu R, Jia Y, Wang Y, Liu LP, Chang Z, Ji JY, Wang Z, Liu Q, Li S, Sun FL, Ni JQ. HP1c regulates development and gut homeostasis by suppressing Notch signaling through Su(H). EMBO Rep 2021; 22:e51298. [PMID: 33594776 DOI: 10.15252/embr.202051298] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 01/01/2021] [Accepted: 01/13/2021] [Indexed: 12/30/2022] Open
Abstract
Notch signaling and epigenetic factors are known to play critical roles in regulating tissue homeostasis in most multicellular organisms, but how Notch signaling coordinates with epigenetic modulators to control differentiation remains poorly understood. Here, we identify heterochromatin protein 1c (HP1c) as an essential epigenetic regulator of gut homeostasis in Drosophila. Specifically, we observe that HP1c loss-of-function phenotypes resemble those observed after Notch signaling perturbation and that HP1c interacts genetically with components of the Notch pathway. HP1c represses the transcription of Notch target genes by directly interacting with Suppressor of Hairless (Su(H)), the key transcription factor of Notch signaling. Moreover, phenotypes caused by depletion of HP1c in Drosophila can be rescued by expressing human HP1γ, suggesting that HP1γ functions similar to HP1c in Drosophila. Taken together, our findings reveal an essential role of HP1c in normal development and gut homeostasis by suppressing Notch signaling.
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Affiliation(s)
- Jin Sun
- Gene Regulatory Lab, School of Medicine, Tsinghua University, Beijing, China.,Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
| | - Xia Wang
- Gene Regulatory Lab, School of Medicine, Tsinghua University, Beijing, China.,School of Life Sciences, Peking University, Beijing, China
| | - Rong-Gang Xu
- Gene Regulatory Lab, School of Medicine, Tsinghua University, Beijing, China
| | - Decai Mao
- Gene Regulatory Lab, School of Medicine, Tsinghua University, Beijing, China.,Sichuan Academy of Grassland Science, Chengdu, China
| | - Da Shen
- Gene Regulatory Lab, School of Medicine, Tsinghua University, Beijing, China
| | - Xin Wang
- Institute for TCM-X, MOE Key Laboratory of Bioinformatics/Bioinformatics Division, BNRIST, Department of Automation, Tsinghua University, Beijing, China
| | - Yuhao Qiu
- Gene Regulatory Lab, School of Medicine, Tsinghua University, Beijing, China.,Tsinghua University-Peking University Joint Center for Life Sciences, Beijing, China
| | - Yuting Han
- Gene Regulatory Lab, School of Medicine, Tsinghua University, Beijing, China
| | - Xinyi Lu
- Gene Regulatory Lab, School of Medicine, Tsinghua University, Beijing, China
| | - Yutong Li
- Gene Regulatory Lab, School of Medicine, Tsinghua University, Beijing, China
| | - Qinyun Che
- Gene Regulatory Lab, School of Medicine, Tsinghua University, Beijing, China
| | - Li Zheng
- Gene Regulatory Lab, School of Medicine, Tsinghua University, Beijing, China
| | - Ping Peng
- Gene Regulatory Lab, School of Medicine, Tsinghua University, Beijing, China.,Tsinghua University-Peking University Joint Center for Life Sciences, Beijing, China
| | - Xuan Kang
- Research Center for Translational Medicine at East Hospital, School of Life Sciences and Technology, Advanced Institute of Translational Medicine, Tongji University, Shanghai, China
| | - Ruibao Zhu
- Gene Regulatory Lab, School of Medicine, Tsinghua University, Beijing, China.,Tsinghua University-Peking University Joint Center for Life Sciences, Beijing, China
| | - Yu Jia
- Gene Regulatory Lab, School of Medicine, Tsinghua University, Beijing, China.,Tsinghua University-Peking University Joint Center for Life Sciences, Beijing, China
| | - Yinyin Wang
- State Key Laboratory of Membrane Biology, School of Medicine and the School of Life Sciences, Tsinghua University, Beijing, China
| | - Lu-Ping Liu
- Gene Regulatory Lab, School of Medicine, Tsinghua University, Beijing, China
| | - Zhijie Chang
- State Key Laboratory of Membrane Biology, School of Medicine and the School of Life Sciences, Tsinghua University, Beijing, China
| | - Jun-Yuan Ji
- Department of Molecular and Cellular Medicine, College of Medicine, Texas A&M Health Science Center, College Station, TX, USA
| | - Zhao Wang
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
| | - Qingfei Liu
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
| | - Shao Li
- Institute for TCM-X, MOE Key Laboratory of Bioinformatics/Bioinformatics Division, BNRIST, Department of Automation, Tsinghua University, Beijing, China
| | - Fang-Lin Sun
- Research Center for Translational Medicine at East Hospital, School of Life Sciences and Technology, Advanced Institute of Translational Medicine, Tongji University, Shanghai, China
| | - Jian-Quan Ni
- Gene Regulatory Lab, School of Medicine, Tsinghua University, Beijing, China.,Tsingdao Advanced Research Institute, Tongji University, Qingdao, China
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11
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A Novel Ferroptosis-Associated Gene Signature to Predict Prognosis in Patients with Uveal Melanoma. Diagnostics (Basel) 2021; 11:diagnostics11020219. [PMID: 33540700 PMCID: PMC7913108 DOI: 10.3390/diagnostics11020219] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 01/21/2021] [Accepted: 01/27/2021] [Indexed: 02/08/2023] Open
Abstract
Background: Uveal melanoma (UM) is the most common intraocular tumor in adults. Ferroptosis is a newly recognized process of cell death, which is different from other forms of cell death in terms of morphology, biochemistry and genetics, and has played a vital role in cancer biology. The present research aimed to construct a gene signature from ferroptosis-related genes that have the prognostic capacity of UM. Methods: UM patients from The Cancer Genome Atlas (TCGA) were taken as the training cohort, and GSE22138 from Gene Expression Omnibus (GEO) was treated as the validation cohort. A total of 103 ferroptosis-related genes were retrieved from the GeneCards. We performed Kaplan–Meier and univariate Cox analysis for preliminary screening of ferroptosis-related genes with potential prognostic capacity in the training cohort. These genes were then applied into an overall survival-based LASSO Cox regression model, constructing a gene signature. The discovered gene signature was then evaluated via Kaplan–Meier (KM), Cox, and ROC analyses in both cohorts. The Pearson correlation coefficient examined the correlations between risk score and UM common mutations and autophagy. The analyses of GSEA and immune infiltrating were performed to better study the functional annotation of the gene signature and the character of each kind of immune cell in the tumor microenvironment. Results: A seven-gene signature was found from the training cohort and validated in all cohorts by Kaplan–Meier and Cox regression analyses, revealing its independent prognosis value in UM. Moreover, ROC analysis was conducted, confirming the strong predictive ability that this signature had for UM prognosis. A total of 52.24% (256/490) autophagy-related genes were significantly correlated with risk scores. Analyses of GSEA and immune infiltrating detailed exhibited specific pathways associated with the seven-gene signature, also confirming the crucial role that Mast cells resting played in the prognosis of the seven-gene signature. Conclusions: In this study, a novel ferroptosis-related seven-gene signature (ALOX12, CD44, MAP1LC3C, STEAP3, HMOX1, ITGA6, and AIFM2/FSP1) was built. It could accurately predict UM prognosis and was related to Mast cells resting, which provides the potential for personalized outcome prediction and the development of new therapies in the UM population.
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12
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Su S, Chhabra G, Ndiaye MA, Singh CK, Ye T, Huang W, Dewey CN, Setaluri V, Ahmad N. PLK1 and NOTCH Positively Correlate in Melanoma and Their Combined Inhibition Results in Synergistic Modulations of Key Melanoma Pathways. Mol Cancer Ther 2021; 20:161-172. [PMID: 33177155 PMCID: PMC7790869 DOI: 10.1158/1535-7163.mct-20-0654] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2020] [Revised: 09/24/2020] [Accepted: 10/23/2020] [Indexed: 11/16/2022]
Abstract
Melanoma is one of the most serious forms of skin cancer, and its increasing incidence coupled with nonlasting therapeutic options for metastatic disease highlights the need for additional novel approaches for its management. In this study, we determined the potential interactions between polo-like kinase 1 (PLK1, a serine/threonine kinase involved in mitotic regulation) and NOTCH1 (a type I transmembrane protein deciding cell fate during development) in melanoma. Employing an in-house human melanoma tissue microarray (TMA) containing multiple cases of melanomas and benign nevi, coupled with high-throughput, multispectral quantitative fluorescence imaging analysis, we found a positive correlation between PLK1 and NOTCH1 in melanoma. Furthermore, The Cancer Genome Atlas database analysis of patients with melanoma showed an association of higher mRNA levels of PLK1 and NOTCH1 with poor overall, as well as disease-free, survival. Next, utilizing small-molecule inhibitors of PLK1 and NOTCH (BI 6727 and MK-0752, respectively), we found a synergistic antiproliferative response of combined treatment in multiple human melanoma cells. To determine the molecular targets of the overall and synergistic responses of combined PLK1 and NOTCH inhibition, we conducted RNA-sequencing analysis employing a unique regression model with interaction terms. We identified the modulations of several key genes relevant to melanoma progression/metastasis, including MAPK, PI3K, and RAS, as well as some new genes such as Apobec3G, BTK, and FCER1G, which have not been well studied in melanoma. In conclusion, our study demonstrated a synergistic antiproliferative response of concomitant targeting of PLK1 and NOTCH in melanoma, unraveling a potential novel therapeutic approach for detailed preclinical/clinical evaluation.
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Affiliation(s)
- Shengqin Su
- Department of Dermatology, University of Wisconsin, Madison, Wisconsin
| | - Gagan Chhabra
- Department of Dermatology, University of Wisconsin, Madison, Wisconsin
| | - Mary A Ndiaye
- Department of Dermatology, University of Wisconsin, Madison, Wisconsin
| | - Chandra K Singh
- Department of Dermatology, University of Wisconsin, Madison, Wisconsin
| | - Ting Ye
- Department of Statistics, University of Wisconsin, Madison, Wisconsin
| | - Wei Huang
- Department of Pathology and Laboratory Medicine, University of Wisconsin, Madison, Wisconsin
| | - Colin N Dewey
- Department of Biostatistics and Medical Informatics, University of Wisconsin, Madison, Wisconsin
| | - Vijayasaradhi Setaluri
- Department of Dermatology, University of Wisconsin, Madison, Wisconsin
- William S. Middleton VA Medical Center, Madison, Wisconsin
| | - Nihal Ahmad
- Department of Dermatology, University of Wisconsin, Madison, Wisconsin.
- William S. Middleton VA Medical Center, Madison, Wisconsin
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13
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Porcelli L, Mazzotta A, Garofoli M, Di Fonte R, Guida G, Guida M, Tommasi S, Azzariti A. Active notch protects MAPK activated melanoma cell lines from MEK inhibitor cobimetinib. Biomed Pharmacother 2020; 133:111006. [PMID: 33202284 DOI: 10.1016/j.biopha.2020.111006] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 10/26/2020] [Accepted: 11/08/2020] [Indexed: 12/18/2022] Open
Abstract
The crosstalk between Notch and MAPK pathway plays a role in MEK inhibitor resistance in BRAFV600E metastatic melanoma (MM) and promotes migration in GNAQQ209L uveal melanoma (UM) cells. We determined the cytotoxicity of combinatorial inhibition of MEK and Notch by cobimetinib and γ-secretase inhibitor (GSI) nirogacestat, in BRAFV600E and BRAF wt MM and GNAQQ209L UM cells displaying different Erk1/2 and Notch activation status, with the aim to elucidate the impact of Notch signaling in the response to MEK inhibitor. Overall the combination was synergic in BRAFV600E MM and GNAQQ209L UM cells and antagonistic in BRAF wt one. Focusing on UM cells, we found that cobimetinib resulted in G0/G1 phase arrest and apoptosis induction, whereas the combination with GSI increased treatment efficacy by inducing a senescent-like state of cells and by blocking migration towards liver cancer cells. Mechanistically, this was reflected in a strong reduction of cyclin D1, in the inactivation of retinoblastoma protein and in the increase of p27KIP1 expression levels. Of note, each drug alone prevented Notch signaling activation resulting in inhibition of c-jun(Ser63) and Hes-1 expression. The combination achieved the strongest inhibition on Notch signaling and on both c-jun(Ser63) and Erk1/2 activation level. In conclusion we unveiled a coordinate action of MAPK and Notch signaling in promoting proliferation of BRAFV600E MM and GNAQQ209L UM cells. Remarkably, the simultaneous inhibition of MEK and Notch signaling highlighted a role for the second pathway in protecting cells against senescence in GNAQQ209L UM cells treated with the MEK inhibitor.
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Affiliation(s)
- Letizia Porcelli
- Experimental Pharmacology Laboratory, Italia, 70124, Bari, Italy
| | | | | | - Roberta Di Fonte
- Experimental Pharmacology Laboratory, Italia, 70124, Bari, Italy
| | - Gabriella Guida
- Department of Basic Medical Sciences Neurosciences and Sense Organs, University of Bari, P.zza Giulio Cesare 11, 70124 Bari, Italy
| | | | - Stefania Tommasi
- Molecular Diagnostics and Pharmacogenetics Unit IRCCS Istituto Tumori "Giovanni Paolo II" di Bari, Italia, 70124, Bari, Italy
| | - Amalia Azzariti
- Experimental Pharmacology Laboratory, Italia, 70124, Bari, Italy.
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14
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Kodet O, Kučera J, Strnadová K, Dvořánková B, Štork J, Lacina L, Smetana K. Cutaneous melanoma dissemination is dependent on the malignant cell properties and factors of intercellular crosstalk in the cancer microenvironment (Review). Int J Oncol 2020; 57:619-630. [PMID: 32705148 PMCID: PMC7384852 DOI: 10.3892/ijo.2020.5090] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2019] [Accepted: 06/15/2020] [Indexed: 12/17/2022] Open
Abstract
The incidence of cutaneous malignant melanoma has been steadily increasing worldwide for several decades. This phenomenon seems to follow the trend observed in many types of malignancies caused by multiple significant factors, including ageing. Despite the progress in cutaneous malignant melanoma therapeutic options, the curability of advanced disease after metastasis represents a serious challenge for further research. In this review, we summarise data on the microenvironment of cutaneous malignant melanoma with emphasis on intercellular signalling during the disease progression. Malignant melanocytes with features of neural crest stem cells interact with non‑malignant populations within this microenvironment. We focus on representative bioactive factors regulating this intercellular crosstalk. We describe the possible key factors and signalling cascades responsible for the high complexity of the melanoma microenvironment and its premetastatic niches. Furthermore, we present the concept of melanoma early becoming a systemic disease. This systemic effect is presented as a background for the new horizons in the therapy of cutaneous melanoma.
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Affiliation(s)
- Ondřej Kodet
- Institute of Anatomy, First Faculty of Medicine, Charles University, 128 00 Prague 2
- Department of Dermatovenereology, First Faculty of Medicine, Charles University and General University Hospital, 120 00 Prague
- Biotechnology and Biomedicine Center of the Academy of Sciences and Charles University in Vestec (BIOCEV), First Faculty of Medicine, Charles University, 252 50 Vestec, Czech Republic
| | - Jan Kučera
- Institute of Anatomy, First Faculty of Medicine, Charles University, 128 00 Prague 2
- Department of Dermatovenereology, First Faculty of Medicine, Charles University and General University Hospital, 120 00 Prague
| | - Karolína Strnadová
- Institute of Anatomy, First Faculty of Medicine, Charles University, 128 00 Prague 2
- Biotechnology and Biomedicine Center of the Academy of Sciences and Charles University in Vestec (BIOCEV), First Faculty of Medicine, Charles University, 252 50 Vestec, Czech Republic
| | - Barbora Dvořánková
- Institute of Anatomy, First Faculty of Medicine, Charles University, 128 00 Prague 2
- Biotechnology and Biomedicine Center of the Academy of Sciences and Charles University in Vestec (BIOCEV), First Faculty of Medicine, Charles University, 252 50 Vestec, Czech Republic
| | - Jiří Štork
- Department of Dermatovenereology, First Faculty of Medicine, Charles University and General University Hospital, 120 00 Prague
| | - Lukáš Lacina
- Institute of Anatomy, First Faculty of Medicine, Charles University, 128 00 Prague 2
- Department of Dermatovenereology, First Faculty of Medicine, Charles University and General University Hospital, 120 00 Prague
- Biotechnology and Biomedicine Center of the Academy of Sciences and Charles University in Vestec (BIOCEV), First Faculty of Medicine, Charles University, 252 50 Vestec, Czech Republic
| | - Karel Smetana
- Institute of Anatomy, First Faculty of Medicine, Charles University, 128 00 Prague 2
- Biotechnology and Biomedicine Center of the Academy of Sciences and Charles University in Vestec (BIOCEV), First Faculty of Medicine, Charles University, 252 50 Vestec, Czech Republic
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15
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Sangiuliano LDC, de Oliveira Filho RS, de Oliveira DA, Gomes HC, Ferreira LM. Identification and quantification of notch receptors in human cutaneous melanoma using molecular biology techniques: literature review. SURGICAL AND EXPERIMENTAL PATHOLOGY 2020. [DOI: 10.1186/s42047-020-00069-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
The Notch signaling pathway and its modulators are directly related to growth, verticalization and metastasis in melanoma, being a possible therapeutic target for the treatment of this type of cancer. There are several methods of molecular biology to identify and quantify Notch receptors and it is essential to study them for understanding the different results, advantages and disadvantages of each.
Main body
The present study brings a bibliographic review on the molecular biology methods used in the identification and quantification of these molecules, aiming to facilitate research involving Notch receptors in human melanoma. We identified as main methods of molecular biology Western Blotting, Quantitative real-time polymerase chain reaction and DNA microarrays. A brief description of these methodologies is made and the advantages and disadvantages of each are discussed. Results concerning the function of this pathway are also discussed.
Short conclusion
It is known that the activation of Notch receptors is tumorigenic in most cases, however, depending on the microenvironment, it can provide tumor suppression. The adequate choice and use of the methodology for identification and quantification of Notch receptors is essential for the progress of knowledge of this important signaling pathway, which, certainly, will allow advances in the treatment of cutaneous melanoma.
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16
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Dang NN, Jiao J, Meng X, An Y, Han C, Huang S. Abnormal overexpression of G9a in melanoma cells promotes cancer progression via upregulation of the Notch1 signaling pathway. Aging (Albany NY) 2020; 12:2393-2407. [PMID: 32015216 PMCID: PMC7041736 DOI: 10.18632/aging.102750] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Accepted: 01/07/2020] [Indexed: 12/17/2022]
Abstract
Malignant melanoma is a type of very dangerous skin cancer. Histone modifiers usually become dysregulated during the process of carcinoma development, thus there is potential for a histone modifier inhibitor as a useful drug for cancer therapy. There is a multitude of evidence regarding the role of G9a, a histone methyltransferase (HMTase), in tumorigenesis. In this study, we first showed that G9a was significantly upregulated in melanoma patients. Using the TCGA database, we found a significantly higher expression of G9a in primary melanoma samples (n = 461) compared to normal skin samples (n = 551). Next, we knocked down G9a in human M14 and A375 melanoma cell lines in vitro via small interfering RNA (siRNA). This resulted in a significant decrease in cell viability, migration and invasion, and an increase in cell apoptosis. UNC0642 is a small molecule inhibitor of G9a that demonstrates minimal cell toxicity and good in vivo pharmacokinetic characteristics. We investigated the role of UNC0642 in melanoma cells, and detected its anti-cancer effects in vitro and in vivo. Next, we treated cells with UNC0642, and observed a significant decrease in cell viability in M14 and A375 cell lines. Furthermore, treatment with UNC0642 resulted in increased apoptosis. In immunocompetent mice bearing A375 engrafts, treatment with UNC0642 inhibited tumor growth. Results of Western blot analysis revealed that administration of UNC0642 or silencing of G9a expression by siRNA reduced Notch1 expression significantly and decreased the level of Hes1 in A375. All in all, the data from our study demonstrates potential of G9a as a therapeutic target in the treatment of melanoma.
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Affiliation(s)
- Ning-Ning Dang
- Department of Dermatology, Jinan Central Hospital Affiliated to Shandong University, Jinan, Shandong Province, China
| | - Jing Jiao
- Department of Dermatology, Jinan Central Hospital Affiliated to Shandong University, Jinan, Shandong Province, China
| | - Xianguang Meng
- Department of Dermatology, Jinan Central Hospital Affiliated to Shandong University, Jinan, Shandong Province, China
| | - Yunhe An
- Beijing Center for Physical and Chemical Analysis, Beijing, China
| | - Chen Han
- Institute of Basic Medicine, The First Affiliated Hospital of Shandong First Medical University, Jinan, Shandong Province, China
| | - Shuhong Huang
- Institute of Basic Medicine, The First Affiliated Hospital of Shandong First Medical University, Jinan, Shandong Province, China
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17
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de Oliveira Filho RS, Soares AL, Paschoal FM, Rezze GG, Oliveira E, Macarenco R, Buzaid AC, Ferreira LM. Literature review of Notch melanoma receptors. SURGICAL AND EXPERIMENTAL PATHOLOGY 2019. [DOI: 10.1186/s42047-019-0052-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
AbstractDespite the immunotherapeutics and target therapy agents, the survival of patients with advanced melanoma is still low. Notch signaling is able to regulate many aspects of melanomagenesis. Comparative analyses of common melanocytic nevi, dysplastic nevi and melanomas demonstrated increased expression of Notch1, Notch2 and their ligands, indicating that a positive regulation of these components may be related to the progression of melanoma. Some strategies such as gamma-secretase inhibitors (GSI) have been explored in patients with refractory metastatic disease or locally advanced disease of solid tumors. Two major classes of Notch inhibitors are currently in clinical development: GSI and monoclonal antibodies against Notch receptors or their ligands. Inhibition of Notch by GSI has been shown to decrease melanoma growth. GSI RO4929097 co-administered with cisplatin, vinblastine and temozolomide promotes greater elimination of tumor cells. The Notch pathway needs to be explored in the treatment of melanoma.
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18
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Deng W, Fernandez A, McLaughlin SL, Klinke DJ. WNT1-inducible signaling pathway protein 1 (WISP1/CCN4) stimulates melanoma invasion and metastasis by promoting the epithelial-mesenchymal transition. J Biol Chem 2019; 294:5261-5280. [PMID: 30723155 DOI: 10.1074/jbc.ra118.006122] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Revised: 01/26/2019] [Indexed: 01/03/2023] Open
Abstract
Besides intrinsic changes, malignant cells also release soluble signals that reshape their microenvironment. Among these signals is WNT1-inducible signaling pathway protein 1 (WISP1), a secreted matricellular protein whose expression is elevated in several cancers, including melanoma, and is associated with reduced survival of patients diagnosed with primary melanoma. Here, we found that WISP1 knockout increases cell proliferation and represses wound healing, migration, and invasion of mouse and human melanoma cells in multiple in vitro assays. Metastasis assays revealed that WISP1 knockout represses tumor metastasis of B16F10 and YUMM1.7 melanoma cells in both C57BL/6Ncrl and NOD-scid IL2Rγnull (NSG) mice. WT B16F10 cells having an invasion phenotype in a transwell assay possessed a gene expression signature similar to that observed in the epithelial-mesenchymal transition (EMT), including E-cadherin repression and fibronectin and N-cadherin induction. Upon WISP1 knockout, expression of these EMT signature genes went in the opposite direction in both mouse and human cell lines, and EMT-associated gene expression was restored upon exposure to media containing WISP1 or to recombinant WISP1 protein. In vivo, Wisp1 knockout-associated metastasis repression was reversed by the reintroduction of either WISP1 or snail family transcriptional repressor 1 (SNAI1). Experiments testing EMT gene activation and inhibition with recombinant WISP1 or kinase inhibitors in B16F10 and YUMM1.7 cells suggested that WISP1 activates AKT Ser/Thr kinase and that MEK/ERK signaling pathways shift melanoma cells from proliferation to invasion. Our results indicate that WISP1 present within the tumor microenvironment stimulates melanoma invasion and metastasis by promoting an EMT-like process.
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Affiliation(s)
- Wentao Deng
- From the Department of Microbiology, Immunology, and Cell Biology.,the West Virginia University Cancer Institute
| | - Audry Fernandez
- From the Department of Microbiology, Immunology, and Cell Biology.,the West Virginia University Cancer Institute
| | - Sarah L McLaughlin
- the West Virginia University Cancer Institute.,the Animal Models and Imaging Facility, and
| | - David J Klinke
- From the Department of Microbiology, Immunology, and Cell Biology, .,the West Virginia University Cancer Institute.,the Department of Chemical and Biomedical Engineering, West Virginia University, Morgantown, West Virginia 26505
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19
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Golan T, Levy C. Negative Regulatory Loop between Microphthalmia-Associated Transcription Factor (MITF) and Notch Signaling. Int J Mol Sci 2019; 20:E576. [PMID: 30699982 PMCID: PMC6387231 DOI: 10.3390/ijms20030576] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Revised: 01/24/2019] [Accepted: 01/26/2019] [Indexed: 11/29/2022] Open
Abstract
Melanoma, a melanocyte-origin neoplasm, is a highly metastatic and treatment-resistance cancer. While it is well established that notch signaling activation promotes melanoma progression, little is known about the reciprocal interactions between Notch signaling and melanoma-specific pathways. Here we reveal a negative regulatory loop between Notch signaling and microphthalmia-associated transcription factor (MITF), the central regulator of melanoma progression and the driver of melanoma plasticity. We further demonstrate that Notch signaling activation, in addition to the known competition-based repression mechanism of MITF transcriptional activity, inhibits the transcription of MITF, leading to a decrease in MITF expression. We also found that MITF binds to the promoter of the gene encoding the master regulator of Notch signaling, recombination signal binding protein J kappa (RBPJK), leading to its upregulation. Our findings suggest that, once activated, Notch signaling represses MITF signaling to maintain the melanoma invasiveness and metastatic phenotype.
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Affiliation(s)
- Tamar Golan
- Department of Human Genetics and Biochemistry, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel.
| | - Carmit Levy
- Department of Human Genetics and Biochemistry, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel.
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20
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A Glimpse of the Mechanisms Related to Renal Fibrosis in Diabetic Nephropathy. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1165:49-79. [PMID: 31399961 DOI: 10.1007/978-981-13-8871-2_4] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Diabetic nephropathy (DN) is a common kidney disease in people with diabetes, which is also a serious microvascular complication of diabetes and the main cause of end-stage renal disease (ESRD) in developed and developing countries. Renal fibrosis is a finally pathological change in DN. Nevertheless, the relevant mechanism of cause to renal fibrosis in DN is still complex. In this review, we summarized that the role of cell growth factors, epithelial-mesenchymal transition (EMT) in the renal fibrosis of DN, we also highlighted the miRNA and inflammatory cells, such as macrophage, T lymphocyte, and mastocyte modulate the progression of DN. In addition, there are certain other mechanisms that may yet be conclusively defined. Recent studies demonstrated that some of the new signaling pathways or molecules, such as Notch, Wnt, mTOR, Epac-Rap-1 pathway, may play a pivotal role in the modulation of ECM accumulation and renal fibrosis in DN. This review aims to elucidate the mechanism of renal fibrosis in DN and has provided new insights into possible therapeutic interventions to inhibit renal fibrosis and delay the development of DN.
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21
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Gupta PB, Pastushenko I, Skibinski A, Blanpain C, Kuperwasser C. Phenotypic Plasticity: Driver of Cancer Initiation, Progression, and Therapy Resistance. Cell Stem Cell 2018; 24:65-78. [PMID: 30554963 DOI: 10.1016/j.stem.2018.11.011] [Citation(s) in RCA: 345] [Impact Index Per Article: 57.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Our traditional understanding of phenotypic plasticity in adult somatic cells comprises dedifferentiation and transdifferentiation in the context of tissue regeneration or wound healing. Although dedifferentiation is central to tissue repair and stemness, this process inherently carries the risk of cancer initiation. Consequently, recent research suggests phenotypic plasticity as a new paradigm for understanding cancer initiation, progression, and resistance to therapy. Here, we discuss how cells acquire plasticity and the role of plasticity in initiating cancer, cancer progression, and metastasis and in developing therapy resistance. We also highlight the epithelial-to-mesenchymal transition (EMT) and known molecular mechanisms underlying plasticity and we consider potential therapeutic avenues.
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Affiliation(s)
- Piyush B Gupta
- Whitehead Institute for Biomedical Research, Cambridge, MA 02142, USA; Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA 02139, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA.
| | - Ievgenia Pastushenko
- Université Libre de Bruxelles, Laboratory of Stem Cells and Cancer, Brussels 1070, Belgium
| | - Adam Skibinski
- Department of Developmental, Chemical and Molecular Biology, Tufts University School of Medicine, 136 Harrison Ave., Boston, MA 02111, USA; Raymond and Beverly Sackler Convergence Laboratory, Tufts University School of Medicine, 136 Harrison Ave., Boston, MA 02111, USA; Molecular Oncology Research Institute, Tufts Medical Center, 800 Washington St., Boston, MA 02111, USA
| | - Cedric Blanpain
- Université Libre de Bruxelles, Laboratory of Stem Cells and Cancer, Brussels 1070, Belgium; WELBIO, Université Libre de Bruxelles, Brussels 1070, Belgium.
| | - Charlotte Kuperwasser
- Université Libre de Bruxelles, Laboratory of Stem Cells and Cancer, Brussels 1070, Belgium; Department of Developmental, Chemical and Molecular Biology, Tufts University School of Medicine, 136 Harrison Ave., Boston, MA 02111, USA; Raymond and Beverly Sackler Convergence Laboratory, Tufts University School of Medicine, 136 Harrison Ave., Boston, MA 02111, USA.
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Chen X, Liu X, Deng B, Martinka M, Zhou Y, Lan X, Cheng Y. Cytoplasmic Pin1 expression is increased in human cutaneous melanoma and predicts poor prognosis. Sci Rep 2018; 8:16867. [PMID: 30442923 PMCID: PMC6238011 DOI: 10.1038/s41598-018-34906-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Accepted: 10/26/2018] [Indexed: 01/25/2023] Open
Abstract
The prolyl isomerase Pin1 is widely over-expressed or over-activated in cancers and promotes tumorigenesis. The authors investigated the expression level of Pin1 and analyzed the prognostic value of Pin1 expression using a large-scale melanoma tissue microarray study. Two independent sets of tissue microarrays were employed, including 114 melanoma cases in the discovery set and 424 in the validation set (538 cases in total), 32 normal nevi and 86 dysplastic nevi 118 cases of nevi. The subcellular Pin1 expression in different stages of melanocytic lesions and its prognostic significance were studied. High expression (IRS 0-8) of cytoplasmic Pin1 was observed in 3.13%, 8.33%, 16.49% and 22.76% of the biopsies in normal nevi, dysplastic nevi, primary melanoma and metastatic melanoma, respectively. Significant differences for cytoplasmic Pin1 staining were observed between normal nevi and metastatic melanoma (P = 0.011, χ2 test), between dysplastic nevi and primary melanoma (P = 0.046, χ2 test) and between dysplastic nevi and metastatic melanoma (P = 0.016, χ2 test). Kaplan-Meier survival analysis showed that increased cytoplasmic Pin1 expression was associated with a worse 5-year melanoma-specific survival of melanoma (P < 0.001) and metastatic melanoma patients (P = 0.004). Multivariate Cox regression analysis showed that cytoplasmic Pin1 expression is an independent prognostic factor in melanoma. Our data indicate that cytoplasmic Pin1 plays an important role in melanoma pathogenesis and progression, and serve as a potential prognostic marker for melanoma.
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Affiliation(s)
- Xin Chen
- Institute for laboratory Medicine, Fuzhou General Hospital, PLA, Fuzhou, Fujian, China
- Department of General Dentistry, The 174th Hospital of Chinese PLA (Chenggong Hospital affiliated to Medical School of Xiamen University), Xiamen, Fujian, China
| | - Xiaosong Liu
- School of Pharmaceutical Sciences, Fujian Provincial Key Laboratory of Innovative Drug Target Research and Center for Stress Signaling Networks, Xiamen University, Xiamen, Fujian, China
| | - Bin Deng
- Department of Anesthesiology, Xiang'an Hospital of Xiamen University, Fujian, China
| | - Magdalena Martinka
- Department of Pathology, Vancouver General Hospital, Vancouver, BC, Canada
| | - Youwen Zhou
- Department of Dermatology and Skin Science, Vancouver Coastal Health Research Institute, University of British Columbia, Vancouver, BC, Canada
| | - Xiaopeng Lan
- Institute for laboratory Medicine, Fuzhou General Hospital, PLA, Fuzhou, Fujian, China.
| | - Yabin Cheng
- School of Pharmaceutical Sciences, Fujian Provincial Key Laboratory of Innovative Drug Target Research and Center for Stress Signaling Networks, Xiamen University, Xiamen, Fujian, China.
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23
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Colombo M, Mirandola L, Chiriva-Internati M, Basile A, Locati M, Lesma E, Chiaramonte R, Platonova N. Cancer Cells Exploit Notch Signaling to Redefine a Supportive Cytokine Milieu. Front Immunol 2018; 9:1823. [PMID: 30154786 PMCID: PMC6102368 DOI: 10.3389/fimmu.2018.01823] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2018] [Accepted: 07/24/2018] [Indexed: 12/19/2022] Open
Abstract
Notch signaling is a well-known key player in the communication between adjacent cells during organ development, when it controls several processes involved in cell differentiation. Notch-mediated communication may occur through the interaction of Notch receptors with ligands on adjacent cells or by a paracrine/endocrine fashion, through soluble molecules that can mediate the communication between cells at distant sites. Dysregulation of Notch pathway causes a number of disorders, including cancer. Notch hyperactivation may be caused by mutations of Notch-related genes, dysregulated upstream pathways, or microenvironment signals. Cancer cells may exploit this aberrant signaling to "educate" the surrounding microenvironment cells toward a pro-tumoral behavior. This may occur because of key cytokines secreted by tumor cells or it may involve the microenvironment through the activation of Notch signaling in stromal cells, an event mediated by a direct cell-to-cell contact and resulting in the increased secretion of several pro-tumorigenic cytokines. Up to now, review articles were mainly focused on Notch contribution in a specific tumor context or immune cell populations. Here, we provide a comprehensive overview on the outcomes of Notch-mediated pathological interactions in different tumor settings and on the molecular and cellular mediators involved in this process. We describe how Notch dysregulation in cancer may alter the cytokine network and its outcomes on tumor progression and antitumor immune response.
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Affiliation(s)
- Michela Colombo
- Department of Health Sciences, Università degli Studi di Milano, Milano, Italy
| | | | - Maurizio Chiriva-Internati
- Kiromic Biopharma Inc., Houston, TX, United States.,Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX, United States.,Department of Gastroenterology, Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Andrea Basile
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milano, Italy
| | - Massimo Locati
- Department of Medical Biotechnologies and Translational Medicine, Università degli Studi di Milano, Milano, Italy.,Humanitas Clinical and Research Center, Rozzano, Italy
| | - Elena Lesma
- Department of Health Sciences, Università degli Studi di Milano, Milano, Italy
| | | | - Natalia Platonova
- Department of Health Sciences, Università degli Studi di Milano, Milano, Italy
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24
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Ostalecki C, Lee JH, Dindorf J, Collenburg L, Schierer S, Simon B, Schliep S, Kremmer E, Schuler G, Baur AS. Multiepitope tissue analysis reveals SPPL3-mediated ADAM10 activation as a key step in the transformation of melanocytes. Sci Signal 2017; 10:10/470/eaai8288. [PMID: 28292959 DOI: 10.1126/scisignal.aai8288] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The evolution of cancer is characterized by the appearance of specific mutations, but these mutations are translated into proteins that must cooperate to induce malignant transformation. Using a systemic approach with the multiepitope ligand cartography (MELC) technology, we analyzed protein expression profiles (PEPs) in nevi and BRAFV600E-positive superficial spreading melanomas (SSMs) from patient tissues to identify key transformation events. The PEPs in nevi and SSMs differed predominantly in the abundance of specific antigens, but the PEPs of nevi- and melanoma-associated keratinocytes gradually changed during the transformation process. A stepwise change in PEP with similar properties occurred in keratinocytes cocultured with melanoma cells. Analysis of the individual steps indicated that activation of the metalloproteinase ADAM10 by signal peptide peptidase-like 3 (SPPL3) triggered by mutant BRAFV600E was a critical transformation event. SPPL3-mediated ADAM10 activation involved the translocation of SPPL3 and ADAM10 into Rab4- or Rab27-positive endosomal compartments. This endosomal translocation, and hence ADAM10 activation, was inhibited by the presence of the tumor suppressor PTEN. Our findings suggest that systematic tissue antigen analysis could complement whole-genome approaches to provide more insight into cancer development.
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Affiliation(s)
- Christian Ostalecki
- Department of Dermatology, University Hospital Erlangen, Translational Research Center, Schwabachanlage 12, 91054 Erlangen, Germany
| | - Jung-Hyun Lee
- Department of Dermatology, University Hospital Erlangen, Translational Research Center, Schwabachanlage 12, 91054 Erlangen, Germany
| | - Jochen Dindorf
- Department of Dermatology, University Hospital Erlangen, Translational Research Center, Schwabachanlage 12, 91054 Erlangen, Germany
| | - Lena Collenburg
- Department of Dermatology, University Hospital Erlangen, Translational Research Center, Schwabachanlage 12, 91054 Erlangen, Germany
| | - Stephan Schierer
- Department of Dermatology, University Hospital Erlangen, Translational Research Center, Schwabachanlage 12, 91054 Erlangen, Germany
| | - Beate Simon
- Department of Dermatology, University Hospital Erlangen, Translational Research Center, Schwabachanlage 12, 91054 Erlangen, Germany
| | - Stefan Schliep
- Department of Dermatology, University Hospital Erlangen, Translational Research Center, Schwabachanlage 12, 91054 Erlangen, Germany
| | - Elisabeth Kremmer
- Institute of Molecular Immunology, Helmholtz-Zentrum München, Marchioninistraße 25, D-81377 Munich, Germany
| | - Gerold Schuler
- Department of Dermatology, University Hospital Erlangen, Translational Research Center, Schwabachanlage 12, 91054 Erlangen, Germany
| | - Andreas S Baur
- Department of Dermatology, University Hospital Erlangen, Translational Research Center, Schwabachanlage 12, 91054 Erlangen, Germany.
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25
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Zhang J, Wei Z. An empirical Bayes change-point model for identifying 3' and 5' alternative splicing by next-generation RNA sequencing. Bioinformatics 2016; 32:1823-31. [PMID: 26873932 DOI: 10.1093/bioinformatics/btw060] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2015] [Accepted: 01/19/2016] [Indexed: 01/08/2023] Open
Abstract
MOTIVATION Next-generation RNA sequencing (RNA-seq) has been widely used to investigate alternative isoform regulations. Among them, alternative 3 ': splice site (SS) and 5 ': SS account for more than 30% of all alternative splicing (AS) events in higher eukaryotes. Recent studies have revealed that they play important roles in building complex organisms and have a critical impact on biological functions which could cause disease. Quite a few analytical methods have been developed to facilitate alternative 3 ': SS and 5 ': SS studies using RNA-seq data. However, these methods have various limitations and their performances may be further improved. RESULTS We propose an empirical Bayes change-point model to identify alternative 3 ': SS and 5 ': SS. Compared with previous methods, our approach has several unique merits. First of all, our model does not rely on annotation information. Instead, it provides for the first time a systematic framework to integrate various information when available, in particular the useful junction read information, in order to obtain better performance. Second, we utilize an empirical Bayes model to efficiently pool information across genes to improve detection efficiency. Third, we provide a flexible testing framework in which the user can choose to address different levels of questions, namely, whether alternative 3 ': SS or 5 ': SS happens, and/or where it happens. Simulation studies and real data application have demonstrated that our method is powerful and accurate. AVAILABILITY AND IMPLEMENTATION The software is implemented in Java and can be freely downloaded from http://ebchangepoint.sourceforge.net/ CONTACT zhiwei@njit.edu.
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Affiliation(s)
- Jie Zhang
- Department of Computer Science, New Jersey Institute of Technology, Newark, NJ 07102, USA
| | - Zhi Wei
- Department of Computer Science, New Jersey Institute of Technology, Newark, NJ 07102, USA
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26
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González-Cao M, Rodón J, Karachaliou N, Sánchez J, Santarpia M, Viteri S, Pilotto S, Teixidó C, Riso A, Rosell R. Other targeted drugs in melanoma. ANNALS OF TRANSLATIONAL MEDICINE 2015; 3:266. [PMID: 26605312 DOI: 10.3978/j.issn.2305-5839.2015.08.12] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Targeted therapy drugs are developed against specific molecular alterations on cancer cells. Because they are "targeted" to the tumor, these therapies are more effective and better tolerated than conventional therapies such as chemotherapy. In the last decade, great advances have been made in understanding of melanoma biology and identification of molecular mechanisms involved in malignant transformation of cells. The identification of oncogenic mutated kinases involved in this process provides an opportunity for development of new target therapies. The dependence of melanoma on BRAF-mutant kinase has provided an opportunity for development of mutation-specific inhibitors with high activity and excellent tolerance that are now being used in clinical practice. This marked a new era in the treatment of metastatic melanoma and much research is now ongoing to identify other "druggable" kinases and transduction signaling networking. It is expected that in the near future the spectrum of target drugs for melanoma treatment will increase. Herein, we review the most relevant potential novel drugs for melanoma treatment based on preclinical data and the results of early clinical trials.
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Affiliation(s)
- María González-Cao
- 1 Translational Cancer Research Unit, Instituto Oncológico Dr Rosell, Quirón Dexeus University Hospital, Barcelona, Spain ; 2 Vall D'Hebron Institute of Oncology and Universitat Autonoma de Barcelona, Barcelona, Spain ; 3 Immunology Department, CNICV, Madrid, Spain ; 4 Medical Oncology Unit, Human Pathology Department, University of Messina, Messina, Italy ; 5 Department of Medical Oncology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy ; 6 Pangaea Biotech S.L, Barcelona, Spain ; 7 Cancer Biology and Precision Medicine Program, Catalan Institute of Oncology, Germans Trias i Pujol Health Sciences Institute and Hospital, Campus Can Ruti, Badalona, Barcelona, Spain ; 8 Fundación Molecular Oncology Research, Barcelona, Spain
| | - Jordi Rodón
- 1 Translational Cancer Research Unit, Instituto Oncológico Dr Rosell, Quirón Dexeus University Hospital, Barcelona, Spain ; 2 Vall D'Hebron Institute of Oncology and Universitat Autonoma de Barcelona, Barcelona, Spain ; 3 Immunology Department, CNICV, Madrid, Spain ; 4 Medical Oncology Unit, Human Pathology Department, University of Messina, Messina, Italy ; 5 Department of Medical Oncology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy ; 6 Pangaea Biotech S.L, Barcelona, Spain ; 7 Cancer Biology and Precision Medicine Program, Catalan Institute of Oncology, Germans Trias i Pujol Health Sciences Institute and Hospital, Campus Can Ruti, Badalona, Barcelona, Spain ; 8 Fundación Molecular Oncology Research, Barcelona, Spain
| | - Niki Karachaliou
- 1 Translational Cancer Research Unit, Instituto Oncológico Dr Rosell, Quirón Dexeus University Hospital, Barcelona, Spain ; 2 Vall D'Hebron Institute of Oncology and Universitat Autonoma de Barcelona, Barcelona, Spain ; 3 Immunology Department, CNICV, Madrid, Spain ; 4 Medical Oncology Unit, Human Pathology Department, University of Messina, Messina, Italy ; 5 Department of Medical Oncology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy ; 6 Pangaea Biotech S.L, Barcelona, Spain ; 7 Cancer Biology and Precision Medicine Program, Catalan Institute of Oncology, Germans Trias i Pujol Health Sciences Institute and Hospital, Campus Can Ruti, Badalona, Barcelona, Spain ; 8 Fundación Molecular Oncology Research, Barcelona, Spain
| | - Jesús Sánchez
- 1 Translational Cancer Research Unit, Instituto Oncológico Dr Rosell, Quirón Dexeus University Hospital, Barcelona, Spain ; 2 Vall D'Hebron Institute of Oncology and Universitat Autonoma de Barcelona, Barcelona, Spain ; 3 Immunology Department, CNICV, Madrid, Spain ; 4 Medical Oncology Unit, Human Pathology Department, University of Messina, Messina, Italy ; 5 Department of Medical Oncology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy ; 6 Pangaea Biotech S.L, Barcelona, Spain ; 7 Cancer Biology and Precision Medicine Program, Catalan Institute of Oncology, Germans Trias i Pujol Health Sciences Institute and Hospital, Campus Can Ruti, Badalona, Barcelona, Spain ; 8 Fundación Molecular Oncology Research, Barcelona, Spain
| | - Mariacarmela Santarpia
- 1 Translational Cancer Research Unit, Instituto Oncológico Dr Rosell, Quirón Dexeus University Hospital, Barcelona, Spain ; 2 Vall D'Hebron Institute of Oncology and Universitat Autonoma de Barcelona, Barcelona, Spain ; 3 Immunology Department, CNICV, Madrid, Spain ; 4 Medical Oncology Unit, Human Pathology Department, University of Messina, Messina, Italy ; 5 Department of Medical Oncology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy ; 6 Pangaea Biotech S.L, Barcelona, Spain ; 7 Cancer Biology and Precision Medicine Program, Catalan Institute of Oncology, Germans Trias i Pujol Health Sciences Institute and Hospital, Campus Can Ruti, Badalona, Barcelona, Spain ; 8 Fundación Molecular Oncology Research, Barcelona, Spain
| | - Santiago Viteri
- 1 Translational Cancer Research Unit, Instituto Oncológico Dr Rosell, Quirón Dexeus University Hospital, Barcelona, Spain ; 2 Vall D'Hebron Institute of Oncology and Universitat Autonoma de Barcelona, Barcelona, Spain ; 3 Immunology Department, CNICV, Madrid, Spain ; 4 Medical Oncology Unit, Human Pathology Department, University of Messina, Messina, Italy ; 5 Department of Medical Oncology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy ; 6 Pangaea Biotech S.L, Barcelona, Spain ; 7 Cancer Biology and Precision Medicine Program, Catalan Institute of Oncology, Germans Trias i Pujol Health Sciences Institute and Hospital, Campus Can Ruti, Badalona, Barcelona, Spain ; 8 Fundación Molecular Oncology Research, Barcelona, Spain
| | - Sara Pilotto
- 1 Translational Cancer Research Unit, Instituto Oncológico Dr Rosell, Quirón Dexeus University Hospital, Barcelona, Spain ; 2 Vall D'Hebron Institute of Oncology and Universitat Autonoma de Barcelona, Barcelona, Spain ; 3 Immunology Department, CNICV, Madrid, Spain ; 4 Medical Oncology Unit, Human Pathology Department, University of Messina, Messina, Italy ; 5 Department of Medical Oncology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy ; 6 Pangaea Biotech S.L, Barcelona, Spain ; 7 Cancer Biology and Precision Medicine Program, Catalan Institute of Oncology, Germans Trias i Pujol Health Sciences Institute and Hospital, Campus Can Ruti, Badalona, Barcelona, Spain ; 8 Fundación Molecular Oncology Research, Barcelona, Spain
| | - Cristina Teixidó
- 1 Translational Cancer Research Unit, Instituto Oncológico Dr Rosell, Quirón Dexeus University Hospital, Barcelona, Spain ; 2 Vall D'Hebron Institute of Oncology and Universitat Autonoma de Barcelona, Barcelona, Spain ; 3 Immunology Department, CNICV, Madrid, Spain ; 4 Medical Oncology Unit, Human Pathology Department, University of Messina, Messina, Italy ; 5 Department of Medical Oncology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy ; 6 Pangaea Biotech S.L, Barcelona, Spain ; 7 Cancer Biology and Precision Medicine Program, Catalan Institute of Oncology, Germans Trias i Pujol Health Sciences Institute and Hospital, Campus Can Ruti, Badalona, Barcelona, Spain ; 8 Fundación Molecular Oncology Research, Barcelona, Spain
| | - Aldo Riso
- 1 Translational Cancer Research Unit, Instituto Oncológico Dr Rosell, Quirón Dexeus University Hospital, Barcelona, Spain ; 2 Vall D'Hebron Institute of Oncology and Universitat Autonoma de Barcelona, Barcelona, Spain ; 3 Immunology Department, CNICV, Madrid, Spain ; 4 Medical Oncology Unit, Human Pathology Department, University of Messina, Messina, Italy ; 5 Department of Medical Oncology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy ; 6 Pangaea Biotech S.L, Barcelona, Spain ; 7 Cancer Biology and Precision Medicine Program, Catalan Institute of Oncology, Germans Trias i Pujol Health Sciences Institute and Hospital, Campus Can Ruti, Badalona, Barcelona, Spain ; 8 Fundación Molecular Oncology Research, Barcelona, Spain
| | - Rafael Rosell
- 1 Translational Cancer Research Unit, Instituto Oncológico Dr Rosell, Quirón Dexeus University Hospital, Barcelona, Spain ; 2 Vall D'Hebron Institute of Oncology and Universitat Autonoma de Barcelona, Barcelona, Spain ; 3 Immunology Department, CNICV, Madrid, Spain ; 4 Medical Oncology Unit, Human Pathology Department, University of Messina, Messina, Italy ; 5 Department of Medical Oncology, University of Verona, Azienda Ospedaliera Universitaria Integrata, Verona, Italy ; 6 Pangaea Biotech S.L, Barcelona, Spain ; 7 Cancer Biology and Precision Medicine Program, Catalan Institute of Oncology, Germans Trias i Pujol Health Sciences Institute and Hospital, Campus Can Ruti, Badalona, Barcelona, Spain ; 8 Fundación Molecular Oncology Research, Barcelona, Spain
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Mozūraitienė J, Bielskienė K, Atkočius V, Labeikytė D. Molecular alterations in signal pathways of melanoma and new personalized treatment strategies: Targeting of Notch. MEDICINA-LITHUANIA 2015; 51:133-145. [PMID: 28705475 DOI: 10.1016/j.medici.2015.06.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2014] [Accepted: 04/14/2015] [Indexed: 02/09/2023]
Abstract
Despite modern achievements in therapy of malignant melanomas new treatment strategies are welcomed in clinics for survival of patients. Now it is supposed that personalized molecular therapies for each patient are needed concerning a specificity of molecular alterations in patient's tumors. In human melanoma, Notch signaling interacts with other pathways, including MAPK, PI3K-AKT, NF-kB, and p53. This article discusses mutated genes and leading aberrant signal pathways in human melanoma which are of interest concerning to their perspective for personalized treatment strategies in melanoma. We speculate that E3 ubiquitin ligases MDM2 and MDM4 can be attractive therapeutic target for p53 and Notch signaling pathways in malignant melanoma by using small molecule inhibitors. It is possible that restoration of p53-MDM2-NUMB complexes in melanoma can restore wild type p53 function and positively modulate Notch pathway. In this review we summarize recent data about novel US Food and Drug Administration approved target drugs for metastatic melanoma treatment, and suppose model for treatment strategy by targeting Notch.
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Affiliation(s)
| | - Kristina Bielskienė
- Department of Biochemistry and Molecular Biology, Vilnius University, Vilnius, Lithuania.
| | | | - Danutė Labeikytė
- Department of Biochemistry and Molecular Biology, Vilnius University, Vilnius, Lithuania
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28
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Developmental pathways activated in melanocytes and melanoma. Arch Biochem Biophys 2014; 563:13-21. [PMID: 25109840 DOI: 10.1016/j.abb.2014.07.023] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2014] [Revised: 07/14/2014] [Accepted: 07/17/2014] [Indexed: 12/25/2022]
Abstract
Cutaneous malignant melanomas originate primarily within epidermal melanocytic cells. Melanoma cells share many characteristics with melanocyte precursors, suggesting that melanoma cells utilize the developmental programs of their normal counterpart for their own progression. The pigmentation system provides an advantageous model to assess survival pathway interactions in the melanocytic lineage, as genetic alterations controlling melanocyte development can be easily detectable by coat color phenotype that do not affect the viability of an animal. By integrating combinatorial gene knockout approaches, cell-based assays and immunohistochemical observations, recent studies have illustrated several genes and pathways that play important roles both in melanocyte specification and maintenance and in melanoma formation and progression. We are reviewing those genes and pathways to understand the connection between normal and cancerous development and to reveal therapeutic potential of targeting developmental pathways for melanoma therapy.
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