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Chen Y, Xiao X, Hu G, Liu R, Xue J. Antitumor activity of extracellular signal-regulated kinases 1/2 inhibitor BVD-523 (ulixertinib) on thyroid cancer cells. J Cancer Res Ther 2024; 20:570-577. [PMID: 38687926 DOI: 10.4103/jcrt.jcrt_1504_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 10/31/2023] [Indexed: 05/02/2024]
Abstract
OBJECTIVE This study aimed to investigate BVD-523 (ulixertinib), an adenosine triphosphate (ATP)-dependent extracellular signal-regulated kinases 1/2 inhibitor, for its antitumor potential in thyroid cancer. MATERIALS AND METHODS Ten thyroid cancer cell lines known to carry mitogen-activated protein kinase (MAPK)-activated mutations, including v-Raf murine sarcoma viral oncogene homolog B (BRAF) and rat sarcoma virus (RAS) mutations, were examined. Cells were exposed to a 10-fold concentration gradient ranging from 0 to 3000 nM for 5 days. The half-inhibitory concentration was determined using the Cell Counting Kit-8 assay. Following BVD-523 treatment, cell cycle analysis was conducted using flow cytometry. In addition, the impact of BVD-523 on extracellular signal-regulated kinase (ERK)- dependent ribosomal S6 kinase (RSK) activation and the expression of cell cycle markers were assessed through western blot analysis. RESULTS BVD-523 significantly inhibited thyroid cancer cell proliferation and induced G1/S cell cycle arrest dose-dependently. Notably, cell lines carrying MAPK mutations, especially those with the BRAF V600E mutation, exhibited heightened sensitivity to BVD-523's antitumor effects. Furthermore, BVD-523 suppressed cyclin D1 and phosphorylated retinoblastoma protein expression, and it robustly increased p27 levels in an RSK-independent manner. CONCLUSION This study reveals the potent antitumor activity of BVD-523 against thyroid cancer cells bearing MAPK-activating mutations, offering promise for treating aggressive forms of thyroid cancer.
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Affiliation(s)
- Yulu Chen
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xi Xiao
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
- Department of Endocrinology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Guanghui Hu
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Rengyun Liu
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Junyu Xue
- Institute of Precision Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
- Department of Endocrinology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
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2
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Zerrouk N, Alcraft R, Hall BA, Augé F, Niarakis A. Large-scale computational modelling of the M1 and M2 synovial macrophages in rheumatoid arthritis. NPJ Syst Biol Appl 2024; 10:10. [PMID: 38272919 PMCID: PMC10811231 DOI: 10.1038/s41540-024-00337-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 01/11/2024] [Indexed: 01/27/2024] Open
Abstract
Macrophages play an essential role in rheumatoid arthritis. Depending on their phenotype (M1 or M2), they can play a role in the initiation or resolution of inflammation. The M1/M2 ratio in rheumatoid arthritis is higher than in healthy controls. Despite this, no treatment targeting specifically macrophages is currently used in clinics. Thus, devising strategies to selectively deplete proinflammatory macrophages and promote anti-inflammatory macrophages could be a promising therapeutic approach. State-of-the-art molecular interaction maps of M1 and M2 macrophages in rheumatoid arthritis are available and represent a dense source of knowledge; however, these maps remain limited by their static nature. Discrete dynamic modelling can be employed to study the emergent behaviours of these systems. Nevertheless, handling such large-scale models is challenging. Due to their massive size, it is computationally demanding to identify biologically relevant states in a cell- and disease-specific context. In this work, we developed an efficient computational framework that converts molecular interaction maps into Boolean models using the CaSQ tool. Next, we used a newly developed version of the BMA tool deployed to a high-performance computing cluster to identify the models' steady states. The identified attractors are then validated using gene expression data sets and prior knowledge. We successfully applied our framework to generate and calibrate the M1 and M2 macrophage Boolean models for rheumatoid arthritis. Using KO simulations, we identified NFkB, JAK1/JAK2, and ERK1/Notch1 as potential targets that could selectively suppress proinflammatory macrophages and GSK3B as a promising target that could promote anti-inflammatory macrophages in rheumatoid arthritis.
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Affiliation(s)
- Naouel Zerrouk
- GenHotel, Laboratoire Européen de Recherche Pour La Polyarthrite Rhumatoïde, University Paris-Saclay, University Evry, Evry, France
- Sanofi R&D Data and Data Science, Artificial Intelligence & Deep Analytics, Omics Data Science, 1, Av Pierre Brossolette, 91385, Chilly-Mazarin, France
| | - Rachel Alcraft
- Advanced Research Computing Centre, University College London, London, UK
| | - Benjamin A Hall
- Department of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - Franck Augé
- Sanofi R&D Data and Data Science, Artificial Intelligence & Deep Analytics, Omics Data Science, 1, Av Pierre Brossolette, 91385, Chilly-Mazarin, France
| | - Anna Niarakis
- GenHotel, Laboratoire Européen de Recherche Pour La Polyarthrite Rhumatoïde, University Paris-Saclay, University Evry, Evry, France.
- Lifeware Group, Inria Saclay, Palaiseau, France.
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3
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Lee SM, Han Y, Cho KH. Deep learning untangles the resistance mechanism of p53 reactivator in lung cancer cells. iScience 2023; 26:108377. [PMID: 38034356 PMCID: PMC10682260 DOI: 10.1016/j.isci.2023.108377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 09/12/2023] [Accepted: 10/27/2023] [Indexed: 12/02/2023] Open
Abstract
Tumor suppressor p53 plays a pivotal role in suppressing cancer, so various drugs has been suggested to upregulate its function. However, drug resistance is still the biggest hurdle to be overcome. To address this, we developed a deep learning model called AnoDAN (anomalous gene detection using generative adversarial networks and graph neural networks for overcoming drug resistance) that unravels the hidden resistance mechanisms and identifies a combinatorial target to overcome the resistance. Our findings reveal that the TGF-β signaling pathway, alongside the p53 signaling pathway, mediates the resistance, with THBS1 serving as a core regulatory target in both pathways. Experimental validation in lung cancer cells confirms the effects of THBS1 on responsiveness to a p53 reactivator. We further discovered the positive feedback loop between THBS1 and the TGF-β pathway as the main source of resistance. This study enhances our understanding of p53 regulation and offers insights into overcoming drug resistance.
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Affiliation(s)
- Soo Min Lee
- Laboratory for Systems Biology and Bio-inspired Engineering, Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea
| | - Younghyun Han
- Laboratory for Systems Biology and Bio-inspired Engineering, Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea
| | - Kwang-Hyun Cho
- Laboratory for Systems Biology and Bio-inspired Engineering, Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Republic of Korea
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4
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Park BS, Jeon H, Chi SG, Kim T. Efficient prioritization of CRISPR screen hits by accounting for targeting efficiency of guide RNA. BMC Biol 2023; 21:45. [PMID: 36829149 PMCID: PMC9960226 DOI: 10.1186/s12915-023-01536-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 02/03/2023] [Indexed: 02/26/2023] Open
Abstract
BACKGROUND CRISPR-based screens are revolutionizing drug discovery as tools to identify genes whose ablation induces a phenotype of interest. For instance, CRISPR-Cas9 screening has been successfully used to identify novel therapeutic targets in cancer where disruption of genes leads to decreased viability of malignant cells. However, low-activity guide RNAs may give rise to variable changes in phenotype, preventing easy identification of hits and leading to false negative results. Therefore, correcting the effects of bias due to differences in guide RNA efficiency in CRISPR screening data can improve the efficiency of prioritizing hits for further validation. Here, we developed an approach to identify hits from negative CRISPR screens by correcting the fold changes (FC) in gRNA frequency by the actual, observed frequency of indel mutations generated by gRNA. RESULTS Each gRNA was coupled with the "reporter sequence" that can be targeted by the same gRNA so that the frequency of mutations in the reporter sequence can be used as a proxy for the endogenous target gene. The measured gRNA activity was used to correct the FC. We identified indel generation efficiency as the dominant factor contributing significant bias to screening results, and our method significantly removed such bias and was better at identifying essential genes when compared to conventional fold change analysis. We successfully applied our gRNA activity data to previously published gRNA screening data, and identified novel genes whose ablation could synergize with vemurafenib in the A375 melanoma cell line. Our method identified nicotinamide N-methyltransferase, lactate dehydrogenase B, and polypyrimidine tract-binding protein 1 as synergistic targets whose ablation sensitized A375 cells to vemurafenib. CONCLUSIONS We identified the variations in target cleavage efficiency, even in optimized sgRNA libraries, that pose a strong bias in phenotype and developed an analysis method that corrects phenotype score by the measured differences in the targeting efficiency among sgRNAs. Collectively, we expect that our new analysis method will more accurately identify genes that confer the phenotype of interest.
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Affiliation(s)
- Byung-Sun Park
- grid.35541.360000000121053345Medicinal Materials Research Center, Korea Institute of Science and Technology, 5 Hwarangro-14-Gil, SeongbukGu, Seoul, 02792 Republic of Korea ,grid.222754.40000 0001 0840 2678Department of Biological Sciences, Korea University, 145 AnamRo, SeongbukGu, Seoul, 02841 Republic of Korea
| | - Heeju Jeon
- grid.35541.360000000121053345Medicinal Materials Research Center, Korea Institute of Science and Technology, 5 Hwarangro-14-Gil, SeongbukGu, Seoul, 02792 Republic of Korea ,grid.222754.40000 0001 0840 2678Department of Biological Sciences, Korea University, 145 AnamRo, SeongbukGu, Seoul, 02841 Republic of Korea
| | - Sung-Gil Chi
- grid.222754.40000 0001 0840 2678Department of Biological Sciences, Korea University, 145 AnamRo, SeongbukGu, Seoul, 02841 Republic of Korea
| | - Tackhoon Kim
- Medicinal Materials Research Center, Korea Institute of Science and Technology, 5 Hwarangro-14-Gil, SeongbukGu, Seoul, 02792, Republic of Korea. .,Department of Biological Sciences, Korea University, 145 AnamRo, SeongbukGu, Seoul, 02841, Republic of Korea. .,Division of Bio-Medical Science and Technology, Korea University of Science and Technology, 217 GajeongRo YuseongGu, Daejeon, 34113, Republic of Korea.
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5
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Llaurado Fernandez M, Hijmans EM, Gennissen AM, Wong NK, Li S, Wisman GBA, Hamilton A, Hoenisch J, Dawson A, Lee CH, Bittner M, Kim H, DiMattia GE, Lok CA, Lieftink C, Beijersbergen RL, de Jong S, Carey MS, Bernards R, Berns K. NOTCH Signaling Limits the Response of Low-Grade Serous Ovarian Cancers to MEK Inhibition. Mol Cancer Ther 2022; 21:1862-1874. [PMID: 36198031 PMCID: PMC9716250 DOI: 10.1158/1535-7163.mct-22-0004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 05/30/2022] [Accepted: 10/03/2022] [Indexed: 01/12/2023]
Abstract
Low-grade serous ovarian cancer (LGSOC) is a rare subtype of epithelial ovarian cancer with high fatality rates in advanced stages due to its chemoresistant properties. LGSOC is characterized by activation of MAPK signaling, and recent clinical trials indicate that the MEK inhibitor (MEKi) trametinib may be a good treatment option for a subset of patients. Understanding MEKi-resistance mechanisms and subsequent identification of rational drug combinations to suppress resistance may greatly improve LGSOC treatment strategies. Both gain-of-function and loss-of-function CRISPR-Cas9 genome-wide libraries were used to screen LGSOC cell lines to identify genes that modulate the response to MEKi. Overexpression of MAML2 and loss of MAP3K1 were identified, both leading to overexpression of the NOTCH target HES1, which has a causal role in this process as its knockdown reversed MEKi resistance. Interestingly, increased HES1 expression was also observed in selected spontaneous trametinib-resistant clones, next to activating MAP2K1 (MEK1) mutations. Subsequent trametinib synthetic lethality screens identified SHOC2 downregulation as being synthetic lethal with MEKis. Targeting SHOC2 with pan-RAF inhibitors (pan-RAFis) in combination with MEKi was effective in parental LGSOC cell lines, in MEKi-resistant derivatives, in primary ascites cultures from patients with LGSOC, and in LGSOC (cell line-derived and patient-derived) xenograft mouse models. We found that the combination of pan-RAFi with MEKi downregulated HES1 levels in trametinib-resistant cells, providing an explanation for the synergy that was observed. Combining MEKis with pan-RAFis may provide a promising treatment strategy for patients with LGSOC, which warrants further clinical validation.
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Affiliation(s)
- Marta Llaurado Fernandez
- Department of Obstetrics and Gynaecology, University of British Columbia Vancouver, British Columbia, Canada
| | - E. Marielle Hijmans
- Division of Molecular Carcinogenesis, Oncode Institute, Cancer Genomics Center Netherlands, the Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Annemiek M.C. Gennissen
- Division of Molecular Carcinogenesis, Oncode Institute, Cancer Genomics Center Netherlands, the Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Nelson K.Y. Wong
- Department of Obstetrics and Gynaecology, University of British Columbia Vancouver, British Columbia, Canada.,Department of Experimental Therapeutics, BC Cancer, Vancouver, British Columbia, Canada
| | - Shang Li
- Department of Medical Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - G. Bea A. Wisman
- Department of Gynecologic Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Aleksandra Hamilton
- Department of Obstetrics and Gynaecology, University of British Columbia Vancouver, British Columbia, Canada
| | - Joshua Hoenisch
- Department of Obstetrics and Gynaecology, University of British Columbia Vancouver, British Columbia, Canada
| | - Amy Dawson
- Department of Obstetrics and Gynaecology, University of British Columbia Vancouver, British Columbia, Canada
| | - Cheng-Han Lee
- Department of Obstetrics and Gynaecology, University of British Columbia Vancouver, British Columbia, Canada
| | - Madison Bittner
- Department of Obstetrics and Gynaecology, University of British Columbia Vancouver, British Columbia, Canada
| | - Hannah Kim
- Department of Obstetrics and Gynaecology, University of British Columbia Vancouver, British Columbia, Canada
| | - Gabriel E. DiMattia
- Mary and John Knight Translational Ovarian Cancer Research Unit, London Health Sciences Center
| | - Christianne A.R. Lok
- Center for Gynecologic Oncology Amsterdam, Antoni van Leeuwenhoek/The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Cor Lieftink
- Division of Molecular Carcinogenesis, Oncode Institute, Cancer Genomics Center Netherlands, the Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Roderick L. Beijersbergen
- Division of Molecular Carcinogenesis, Oncode Institute, Cancer Genomics Center Netherlands, the Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Steven de Jong
- Department of Medical Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Mark S. Carey
- Department of Obstetrics and Gynaecology, University of British Columbia Vancouver, British Columbia, Canada.,Corresponding Authors: Katrien Berns, Plesmanlaan 121, 1066 CX Amsterdam, the Netherlands. Phone: 31-20-5121955. E-mail: ; and Mark S. Carey, Vancouver, British Columbia V6Z 2K8, Canada. Phone: 160-4875-4268; E-mail: ; René Bernards, Plesmanlaan 121,1066 CX Amsterdam, the Netherlands. Phone: 31-20-5121952; E-mail:
| | - René Bernards
- Division of Molecular Carcinogenesis, Oncode Institute, Cancer Genomics Center Netherlands, the Netherlands Cancer Institute, Amsterdam, the Netherlands.,Corresponding Authors: Katrien Berns, Plesmanlaan 121, 1066 CX Amsterdam, the Netherlands. Phone: 31-20-5121955. E-mail: ; and Mark S. Carey, Vancouver, British Columbia V6Z 2K8, Canada. Phone: 160-4875-4268; E-mail: ; René Bernards, Plesmanlaan 121,1066 CX Amsterdam, the Netherlands. Phone: 31-20-5121952; E-mail:
| | - Katrien Berns
- Division of Molecular Carcinogenesis, Oncode Institute, Cancer Genomics Center Netherlands, the Netherlands Cancer Institute, Amsterdam, the Netherlands.,Corresponding Authors: Katrien Berns, Plesmanlaan 121, 1066 CX Amsterdam, the Netherlands. Phone: 31-20-5121955. E-mail: ; and Mark S. Carey, Vancouver, British Columbia V6Z 2K8, Canada. Phone: 160-4875-4268; E-mail: ; René Bernards, Plesmanlaan 121,1066 CX Amsterdam, the Netherlands. Phone: 31-20-5121952; E-mail:
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6
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Porcelli L, Di Fonte R, Pierri CL, Fucci L, Saponaro C, Armenio A, Serratì S, Strippoli S, Fasano R, Volpicella M, Daprile R, Tommasi S, Ressa CM, Guida M, Azzariti A. BRAF V600E;K601Q metastatic melanoma patient-derived organoids and docking analysis to predict the response to targeted therapy. Pharmacol Res 2022; 182:106323. [PMID: 35752358 DOI: 10.1016/j.phrs.2022.106323] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 05/31/2022] [Accepted: 06/19/2022] [Indexed: 10/17/2022]
Abstract
The V600E mutation in BRAF is associated with increased phosphorylation of Erk1/2 and high sensitivity to BRAFi/MEKi combination in metastatic melanoma. In very few patients, a tandem mutation in BRAF, V600 and K601, causes a different response to BRAFi/MEKi combination. BRAFV600E;K601Q patient-derived organoids (PDOs) were generated to investigate targeted therapy efficacy and docking analysis was used to assess BRAFV600E;K601Q interactions with Vemurafenib. PDOs were not sensitive to Vemurafenib and Cobimetinib given alone and sensitive to their combination, although not as responsive as BRAFV600E PDOs. The docking analysis justified such a result showing that the tandem mutation in BRAF reduced the affinity for Vemurafenib. Tumor analysis showed that BRAFV600E;K601Q displayed both increased phosphorylation of Erk1/2 at cytoplasmic level and activation of Notch resistance signaling. This prompted us to inhibit Notch signaling with Nirogacestat, achieving a greater antitumor response and providing PDOs-based evaluation of treatment efficacy in such rare metastatic melanoma.
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Affiliation(s)
- Letizia Porcelli
- IRCCS Istituto Tumori Giovanni Paolo II, V.le O. Flacco, 65, 70124 Bari, Italy
| | - Roberta Di Fonte
- IRCCS Istituto Tumori Giovanni Paolo II, V.le O. Flacco, 65, 70124 Bari, Italy
| | - Ciro L Pierri
- Department of Biosciences, Biotechnologies, Biopharmaceutics, University "Aldo Moro" of Bari, Via E. Orabona, 4, 70126 Bari, Italy
| | - Livia Fucci
- IRCCS Istituto Tumori Giovanni Paolo II, V.le O. Flacco, 65, 70124 Bari, Italy
| | - Concetta Saponaro
- IRCCS Istituto Tumori Giovanni Paolo II, V.le O. Flacco, 65, 70124 Bari, Italy
| | - Andrea Armenio
- IRCCS Istituto Tumori Giovanni Paolo II, V.le O. Flacco, 65, 70124 Bari, Italy
| | - Simona Serratì
- IRCCS Istituto Tumori Giovanni Paolo II, V.le O. Flacco, 65, 70124 Bari, Italy
| | - Sabino Strippoli
- IRCCS Istituto Tumori Giovanni Paolo II, V.le O. Flacco, 65, 70124 Bari, Italy
| | - Rossella Fasano
- IRCCS Istituto Tumori Giovanni Paolo II, V.le O. Flacco, 65, 70124 Bari, Italy
| | - Mariateresa Volpicella
- Department of Biosciences, Biotechnologies, Biopharmaceutics, University "Aldo Moro" of Bari, Via E. Orabona, 4, 70126 Bari, Italy
| | - Rossana Daprile
- IRCCS Istituto Tumori Giovanni Paolo II, V.le O. Flacco, 65, 70124 Bari, Italy
| | - Stefania Tommasi
- IRCCS Istituto Tumori Giovanni Paolo II, V.le O. Flacco, 65, 70124 Bari, Italy
| | - Cosmo M Ressa
- IRCCS Istituto Tumori Giovanni Paolo II, V.le O. Flacco, 65, 70124 Bari, Italy
| | - Michele Guida
- IRCCS Istituto Tumori Giovanni Paolo II, V.le O. Flacco, 65, 70124 Bari, Italy
| | - Amalia Azzariti
- IRCCS Istituto Tumori Giovanni Paolo II, V.le O. Flacco, 65, 70124 Bari, Italy.
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7
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Li HS, Yang K, Wang Y. Remarkable response of BRAFV600E-mutated metastatic pancreatic cancer to BRAF/MEK inhibition: a case report. Gastroenterol Rep (Oxf) 2021; 10:goab031. [PMID: 35382161 PMCID: PMC8972987 DOI: 10.1093/gastro/goab031] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 05/27/2021] [Accepted: 06/17/2021] [Indexed: 11/14/2022] Open
Affiliation(s)
- Hong-Shuai Li
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P. R. China
| | - Ke Yang
- Department of Medical Oncology, Cancer Hospital of HuanXing, Chaoyang District, Beijing, P. R. China
| | - Yan Wang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P. R. China
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8
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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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9
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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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10
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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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11
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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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12
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Jackstadt R, van Hooff SR, Leach JD, Cortes-Lavaud X, Lohuis JO, Ridgway RA, Wouters VM, Roper J, Kendall TJ, Roxburgh CS, Horgan PG, Nixon C, Nourse C, Gunzer M, Clark W, Hedley A, Yilmaz OH, Rashid M, Bailey P, Biankin AV, Campbell AD, Adams DJ, Barry ST, Steele CW, Medema JP, Sansom OJ. Epithelial NOTCH Signaling Rewires the Tumor Microenvironment of Colorectal Cancer to Drive Poor-Prognosis Subtypes and Metastasis. Cancer Cell 2019; 36:319-336.e7. [PMID: 31526760 PMCID: PMC6853173 DOI: 10.1016/j.ccell.2019.08.003] [Citation(s) in RCA: 264] [Impact Index Per Article: 52.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Revised: 05/31/2019] [Accepted: 08/06/2019] [Indexed: 12/14/2022]
Abstract
The metastatic process of colorectal cancer (CRC) is not fully understood and effective therapies are lacking. We show that activation of NOTCH1 signaling in the murine intestinal epithelium leads to highly penetrant metastasis (100% metastasis; with >80% liver metastases) in KrasG12D-driven serrated cancer. Transcriptional profiling reveals that epithelial NOTCH1 signaling creates a tumor microenvironment (TME) reminiscent of poorly prognostic human CRC subtypes (CMS4 and CRIS-B), and drives metastasis through transforming growth factor (TGF) β-dependent neutrophil recruitment. Importantly, inhibition of this recruitment with clinically relevant therapeutic agents blocks metastasis. We propose that NOTCH1 signaling is key to CRC progression and should be exploited clinically.
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Affiliation(s)
| | - Sander R van Hooff
- Laboratory for Experimental Oncology and Radiobiology (LEXOR), Center for Experimental Molecular Medicine (CEMM), Academic Medical Center (AMC), University of Amsterdam, Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands
| | - Joshua D Leach
- Cancer Research UK Beatson Institute, Glasgow, UK; Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Glasgow, UK
| | | | | | | | - Valérie M Wouters
- Laboratory for Experimental Oncology and Radiobiology (LEXOR), Center for Experimental Molecular Medicine (CEMM), Academic Medical Center (AMC), University of Amsterdam, Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands
| | - Jatin Roper
- Department of Medicine, Division of Gastroenterology, Duke University, Durham, NC, USA
| | - Timothy J Kendall
- Division of Pathology/Centre for Inflammation Research, University of Edinburgh, UK
| | - Campbell S Roxburgh
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow, UK
| | - Paul G Horgan
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow, UK
| | - Colin Nixon
- Cancer Research UK Beatson Institute, Glasgow, UK
| | - Craig Nourse
- Cancer Research UK Beatson Institute, Glasgow, UK
| | - Matthias Gunzer
- Institute for Experimental Immunology and Imaging, University Hospital, University Duisburg-Essen, Essen, Germany
| | | | - Ann Hedley
- Cancer Research UK Beatson Institute, Glasgow, UK
| | - Omer H Yilmaz
- Division of Gastroenterology, Tufts Medical Center, Boston, MA, USA; Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Mamunur Rashid
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK
| | - Peter Bailey
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Glasgow, UK
| | - Andrew V Biankin
- Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Glasgow, UK
| | | | - David J Adams
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK
| | - Simon T Barry
- Bioscience, Oncology R&D, AstraZeneca, Cambridge, UK
| | - Colin W Steele
- Cancer Research UK Beatson Institute, Glasgow, UK; Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Glasgow, UK
| | - Jan Paul Medema
- Laboratory for Experimental Oncology and Radiobiology (LEXOR), Center for Experimental Molecular Medicine (CEMM), Academic Medical Center (AMC), University of Amsterdam, Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands
| | - Owen J Sansom
- Cancer Research UK Beatson Institute, Glasgow, UK; Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Glasgow, UK.
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13
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Molecular background of skin melanoma development and progression: therapeutic implications. Postepy Dermatol Alergol 2019; 36:129-138. [PMID: 31320844 PMCID: PMC6627250 DOI: 10.5114/ada.2019.84590] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Accepted: 02/18/2018] [Indexed: 12/19/2022] Open
Abstract
Melanoma is the most aggressive skin cancer with an increasing number of cases worldwide and curable mostly in its early stage. The improvement in patients' survival in advanced melanoma has been achieved only recently, due to development of new biological drugs for targeted therapies and immunotherapy. Further progress in the treatment of melanoma is clearly dependent on the better understanding of its complex biology. This review describes the most important molecular mechanisms and genetic events underlying skin melanoma development and progression, depicts the way of action of newly developed drugs and indicates new potential therapeutic targets.
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14
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Mikheil DM, Prabhakar K, Arshad A, Rodriguez CI, Newton MA, Setaluri V. Notch signaling activation induces cell death in MAPKi-resistant melanoma cells. Pigment Cell Melanoma Res 2019; 32:528-539. [PMID: 30614626 DOI: 10.1111/pcmr.12764] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Revised: 12/09/2018] [Accepted: 12/20/2018] [Indexed: 01/12/2023]
Abstract
The role of Notch signaling in melanoma drug resistance is not well understood. In this study, we show that although NOTCH proteins are upregulated in metastatic melanoma cell lines, Notch signaling inhibition had no effect on cell survival, growth, migration or the sensitivity of BRAFV600E-melanoma cells to MAPK inhibition (MAPKi). We found that NOTCH1 is downregulated in melanoma cell lines with intrinsic and acquired resistance to MAPKi. Forced expression of NICD1, the active form of Notch1, caused apoptosis of the NOTCHlo , MAPKi-resistant cells, but not the NOTCHhi , MAPKi-sensitive melanoma cell lines. Whole transcriptome-sequencing analyses of NICD1-transduced MAPKi-sensitive and MAPKi-resistant cells revealed differential regulation of endothelin 1 (EDN1) by NICD1, that is, downregulation in MAPKi-resistant cells and upregulation in MAPKi-sensitive cells. Knockdown of EDN1 partially mimicked the effect of NICD1 on the survival of MAPKi-resistant cells. We show that the opposite regulation of EDN1 by Notch signaling is mediated by the differential regulation of c-JUN by NICD1. Our data show that MAPKi-resistant melanoma cells acquire vulnerability to Notch signaling activation and suggest that Notch-c-JUN-EDN1 axis is a potential therapeutic target in MAPKi-resistant melanoma.
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Affiliation(s)
- Dareen M Mikheil
- Comparative Biomedical Sciences Graduate Program, University of Wisconsin, Madison, Wisconsin.,Department of Dermatology, University of Wisconsin, Madison, Wisconsin.,William S. Middleton Veterans Hospital, Madison, Wisconsin
| | | | - Ayyan Arshad
- Department of Dermatology, University of Wisconsin, Madison, Wisconsin
| | | | - Michael A Newton
- Department of Biostatistics & Medical Informatics, University of Wisconsin, Madison, Wisconsin
| | - Vijayasaradhi Setaluri
- Comparative Biomedical Sciences Graduate Program, University of Wisconsin, Madison, Wisconsin.,Department of Dermatology, University of Wisconsin, Madison, Wisconsin.,William S. Middleton Veterans Hospital, Madison, Wisconsin
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15
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Hartman ML, Sztiller-Sikorska M, Czyz M. Whole-exome sequencing reveals novel genetic variants associated with diverse phenotypes of melanoma cells. Mol Carcinog 2019; 58:588-602. [DOI: 10.1002/mc.22953] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Revised: 12/11/2018] [Accepted: 12/12/2018] [Indexed: 12/13/2022]
Affiliation(s)
- Mariusz L. Hartman
- Department of Molecular Biology of Cancer; Medical University of Lodz; Lodz Poland
| | | | - Malgorzata Czyz
- Department of Molecular Biology of Cancer; Medical University of Lodz; Lodz Poland
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16
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Schwentner R, Jug G, Kauer MO, Schnöller T, Waidhofer-Söllner P, Holter W, Hutter C. JAG2 signaling induces differentiation of CD14 + monocytes into Langerhans cell histiocytosis-like cells. J Leukoc Biol 2018; 105:101-111. [PMID: 30296338 DOI: 10.1002/jlb.1a0318-098r] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Revised: 08/12/2018] [Accepted: 09/17/2018] [Indexed: 12/26/2022] Open
Abstract
Langerhans cell histiocytosis (LCH) is a MAPK pathway-driven disease characterized by the accumulation of CD1a+ langerin+ cells of unknown origin. We have previously reported that the Notch signaling pathway is active in LCH lesions and that the Notch ligand Jagged2 (JAG2) induces CD1a and langerin expression in monocytes in vitro. Here we show that Notch signaling induces monocytes to acquire an LCH gene signature and that Notch inhibition suppresses the LCH phenotype. In contrast, while also CD1c+ dendritic cells or IL-4-stimulated CD14+ monocytes acquire CD1a and langerin positivity in culture, their gene expression profiles and surface phenotypes are more different from primary LCH cells. We propose a model where CD14+ monocytes serve as LCH cell precursor and JAG2-mediated activation of the Notch signaling pathway initiates a differentiation of monocytes toward LCH cells in selected niches and thereby contributes to LCH pathogenesis.
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Affiliation(s)
- Raphaela Schwentner
- Children´s Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria
| | - Gunhild Jug
- Children´s Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria
| | - Maximilian O Kauer
- Children´s Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria
| | - Thomas Schnöller
- Children´s Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria
| | | | - Wolfgang Holter
- Children´s Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria.,St. Anna Children's Hospital, Department of Pediatrics, Medical University of Vienna, Vienna, Austria
| | - Caroline Hutter
- Children´s Cancer Research Institute, St. Anna Kinderkrebsforschung, Vienna, Austria.,St. Anna Children's Hospital, Department of Pediatrics, Medical University of Vienna, Vienna, Austria
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17
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Amaral T, Sinnberg T, Meier F, Krepler C, Levesque M, Niessner H, Garbe C. The mitogen-activated protein kinase pathway in melanoma part I - Activation and primary resistance mechanisms to BRAF inhibition. Eur J Cancer 2017; 73:85-92. [PMID: 28169047 DOI: 10.1016/j.ejca.2016.12.010] [Citation(s) in RCA: 84] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2016] [Accepted: 12/05/2016] [Indexed: 02/07/2023]
Abstract
Mitogen-activated protein kinase (MAPK) pathway has an important role in normal cells and can be activated under physiological conditions. MAPK pathway activation is a fundamental step in several intracellular processes requiring a sequential phosphorylation of the different pathway components. In normal cells, when MAPK pathway activation occurs, it leads to cell growth and differentiation. In order to prevent persistent MAPK pathway activation, physiological upstream negative feedback also takes place. In cells harbouring BRAFV600 mutations, the process leading to MAPK pathway activation is different, and the negative physiological feedback does not exist thus leading to permanent MAPK pathway activation, which ultimately can lead to uncontrolled proliferation. Targeted therapy with rapidly accelerated fibrosarcoma - B (BRAF) and/or mitogen-activated extracellular signal-regulated kinase kinase (MEK) inhibitors is indicated in patients with metastatic melanoma harboring BRAFV600 mutations. However, several different resistance mechanisms to this therapy were identified. In this review, we focus on primary or intrinsic resistance mechanisms to BRAF and MEK inhibition. In this setting, although a BRAF mutation is identified, there is no response to treatment with either BRAF or MEK inhibitor.
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Affiliation(s)
- Teresa Amaral
- Center for Dermatooncology, Department of Dermatology, University Hospital Tübingen, Liebermeisterstr. 25, 72076 Tübingen, Germany; Portuguese Air Force Health Direction, Paço do Lumiar, 1649-020 Lisbon, Portugal.
| | - Tobias Sinnberg
- Center for Dermatooncology, Department of Dermatology, University Hospital Tübingen, Liebermeisterstr. 25, 72076 Tübingen, Germany
| | - Friedegund Meier
- Department of Dermatology, University Hospital Carl Gustav Carus, Technical University Dresden, Fetscherstr. 74D, 01307 Dresden, Germany
| | - Clemens Krepler
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, PA 19104, USA
| | - Mitchell Levesque
- University of Zürich Hospital, Department of Dermatology, Wagistrasse 14, CH-8952 Schlieren, Zürich, Switzerland
| | - Heike Niessner
- Center for Dermatooncology, Department of Dermatology, University Hospital Tübingen, Liebermeisterstr. 25, 72076 Tübingen, Germany
| | - Claus Garbe
- Center for Dermatooncology, Department of Dermatology, University Hospital Tübingen, Liebermeisterstr. 25, 72076 Tübingen, Germany
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