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Zhang H, Chen Z, Zhang A, Gupte AA, Hamilton DJ. The Role of Calcium Signaling in Melanoma. Int J Mol Sci 2022; 23:ijms23031010. [PMID: 35162934 PMCID: PMC8835635 DOI: 10.3390/ijms23031010] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 01/12/2022] [Accepted: 01/13/2022] [Indexed: 02/04/2023] Open
Abstract
Calcium signaling plays important roles in physiological and pathological conditions, including cutaneous melanoma, the most lethal type of skin cancer. Intracellular calcium concentration ([Ca2+]i), cell membrane calcium channels, calcium related proteins (S100 family, E-cadherin, and calpain), and Wnt/Ca2+ pathways are related to melanogenesis and melanoma tumorigenesis and progression. Calcium signaling influences the melanoma microenvironment, including immune cells, extracellular matrix (ECM), the vascular network, and chemical and physical surroundings. Other ionic channels, such as sodium and potassium channels, are engaged in calcium-mediated pathways in melanoma. Calcium signaling serves as a promising pharmacological target in melanoma treatment, and its dysregulation might serve as a marker for melanoma prediction. We documented calcium-dependent endoplasmic reticulum (ER) stress and mitochondria dysfunction, by targeting calcium channels and influencing [Ca2+]i and calcium homeostasis, and attenuated drug resistance in melanoma management.
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Affiliation(s)
- Haoran Zhang
- Center for Bioenergetics, Houston Methodist Research Institute, Houston, TX 77030, USA; (H.Z.); (A.Z.); (A.A.G.)
- Xiangya Hospital, Central South University, Changsha 410008, China;
| | - Zhe Chen
- Xiangya Hospital, Central South University, Changsha 410008, China;
| | - Aijun Zhang
- Center for Bioenergetics, Houston Methodist Research Institute, Houston, TX 77030, USA; (H.Z.); (A.Z.); (A.A.G.)
- Department of Medicine, Houston Methodist, Weill Cornell Medicine Affiliate, Houston, TX 77030, USA
| | - Anisha A. Gupte
- Center for Bioenergetics, Houston Methodist Research Institute, Houston, TX 77030, USA; (H.Z.); (A.Z.); (A.A.G.)
- Department of Medicine, Houston Methodist, Weill Cornell Medicine Affiliate, Houston, TX 77030, USA
| | - Dale J. Hamilton
- Center for Bioenergetics, Houston Methodist Research Institute, Houston, TX 77030, USA; (H.Z.); (A.Z.); (A.A.G.)
- Department of Medicine, Houston Methodist, Weill Cornell Medicine Affiliate, Houston, TX 77030, USA
- Correspondence: ; Tel.: +1-(713)-441-4483
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Sheinboim D, Parikh S, Parikh R, Menuchin A, Shapira G, Kapitansky O, Elkoshi N, Ruppo S, Shaham L, Golan T, Elgavish S, Nevo Y, Bell RE, Malcov H, Shomron N, Taub JW, Izraeli S, Levy C. Slow transcription of the 99a/let-7c/125b-2 cluster results in differential miRNA expression and promotes melanoma phenotypic plasticity. J Invest Dermatol 2021; 141:2944-2956.e6. [PMID: 34186058 DOI: 10.1016/j.jid.2021.03.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 03/21/2021] [Accepted: 03/31/2021] [Indexed: 10/21/2022]
Abstract
Almost half of human miRNAs are encoded in clusters. Although transcribed as a single unit, the levels of individual mature miRNAs often differ. The mechanisms underlying differential biogenesis of clustered miRNAs and the resulting physiological implications are mostly unknown. Here, we report that the melanoma master transcription regulator MITF regulates the differential expression of the 99a/let-7c/125b-2 cluster by altering the distribution of RNA polymerase II (Pol-II) along the cluster. We discovered that MITF interacts with TRIM28, a known inhibitor of Pol-II transcription elongation, at the let-7c region resulting in Pol-II pausing and causing its elevated expression, whereas low levels of Pol-II occupation over miR-99a and miR-125b-2 regions decreases their biogenesis. Furthermore, we showed that this differential expression affects the phenotypic state of melanoma cells. RNA-seq analysis of proliferative melanoma cells that express miR-99a and miR-125b mimics revealed a transcriptomic shift toward an invasive phenotype. Conversely, expression of a let-7c mimic in invasive melanoma cells induced a shift to a more proliferative state. We confirmed direct target genes of these miRNAs: FGFR3, BAP1, Bcl2, TGFBR1, and CDKN1A. Our study demonstrates a MITF-governed biogenesis mechanism that results in differential expression of clustered 99a/let-7c/125b-2 miRNAs that control melanoma progression.
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Affiliation(s)
- Danna Sheinboim
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - Shivang Parikh
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - Roma Parikh
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - Amitai Menuchin
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - Guy Shapira
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - Oxana Kapitansky
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - Nadav Elkoshi
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - Shmuel Ruppo
- Info-CORE, Bioinformatics Unit of the I-CORE, Hebrew University of Jerusalem and Hadassah Medical Center, Jerusalem 9112102, Israel
| | - Lital Shaham
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel; Division of Pediatric Hematology-Oncology Department, Schneider Children's Medical Center, Petah Tikva 49202, Israel
| | - Tamar Golan
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - Sharona Elgavish
- Info-CORE, Bioinformatics Unit of the I-CORE, Hebrew University of Jerusalem and Hadassah Medical Center, Jerusalem 9112102, Israel
| | - Yuval Nevo
- Info-CORE, Bioinformatics Unit of the I-CORE, Hebrew University of Jerusalem and Hadassah Medical Center, Jerusalem 9112102, Israel
| | - Rachel E Bell
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - Hagar Malcov
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - Noam Shomron
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel; Edmond J. Safra Center of Bioinformatics, Tel Aviv University, Tel Aviv 69978, Israel
| | - Jeffrey W Taub
- Wayne State University School of Medicine, Detroit, MI 48201, USA; Division of Pediatric Hematology and Oncology, Children's Hospital of Michigan, Detroit, MI 48201, USA
| | - Shai Izraeli
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel; Info-CORE, Bioinformatics Unit of the I-CORE, Hebrew University of Jerusalem and Hadassah Medical Center, Jerusalem 9112102, Israel
| | - Carmit Levy
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel.
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Jurmeister P, Bockmayr M, Treese C, Stein U, Lenze D, Jöhrens K, Friedling F, Dietel M, Klauschen F, Marsch W, Fiedler E, von Laffert M. Immunohistochemical analysis of Bcl-2, nuclear S100A4, MITF and Ki67 for risk stratification of early-stage melanoma - A combined IHC score for melanoma risk stratification. J Dtsch Dermatol Ges 2020; 17:800-808. [PMID: 31437373 DOI: 10.1111/ddg.13917] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Accepted: 01/16/2019] [Indexed: 01/11/2023]
Abstract
BACKGROUND AND OBJECTIVES Overall survival (OS) in patients with early-stage malignant melanoma differs. To date, there are no established prognostic markers. We aimed to contribute to a better understanding of potential prognostic immunohistochemical markers for risk stratification. PATIENTS AND METHODS 161 surgically resected early-stage malignant melanomas (stage pT1 and pT2) were analyzed for expression of 20 different proteins using immunohistochemistry. The results were correlated with OS. The cohort was randomly split into a discovery and a validation cohort. RESULTS High Bcl-2 expression, high nuclear S100A4 expression as well as a Ki67 proliferation index of ≥ 20 % were associated with shorter OS. Strong MITF immunoreactivity was a predictor for favorable prognosis. A combination of these four markers resulted in a multi-marker score with significant prognostic value in multivariate survival analysis (HR: 3.704; 95 % CI 1.484 to 9.246; p = 0.005). Furthermore, the score was able to differentiate a low-risk group with excellent OS rates (five-year survival rate: 100 %), an intermediate-risk group (five-year survival rate: 81.8 %) and a high-risk group (five-year survival rate: 52.6 %). The prognostic value was confirmed within the validation cohort. CONCLUSIONS Combined immunohistochemical analysis of Bcl-2, nuclear S100A4, Ki67 and MITF could contribute to better risk stratification of early-stage malignant melanoma patients.
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Affiliation(s)
- Philipp Jurmeister
- Institute of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Charité Comprehensive Cancer Center, Berlin, Germany
| | - Michael Bockmayr
- Institute of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Christoph Treese
- Berlin Institute of Health (BIH), Berlin, Germany.,Experimental and Clinical Research Center, Charité - Universitätsmedizin Berlin, Berlin, Germany and Max-Delbrück-Center for Molecular Medicine, Berlin, Germany.,Department of Gastroenterology, Infectious Diseases, Rheumatology, Charité - Universitätsmedizin Berlin, Campus Benjamin Franklin, Berlin, Germany
| | - Ulrike Stein
- Experimental and Clinical Research Center, Charité - Universitätsmedizin Berlin, Berlin, Germany and Max-Delbrück-Center for Molecular Medicine, Berlin, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Dido Lenze
- Institute of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Korinna Jöhrens
- Institute of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Franziska Friedling
- Department of Dermatology and Venereology, University Hospital Halle (Saale), Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Manfred Dietel
- Institute of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Frederick Klauschen
- Institute of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Wolfgang Marsch
- Department of Dermatology and Venereology, University Hospital Halle (Saale), Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Eckhard Fiedler
- Department of Dermatology and Venereology, University Hospital Halle (Saale), Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Maximilian von Laffert
- Institute of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Berlin Institute of Health (BIH), Berlin, Germany
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Jurmeister P, Bockmayr M, Treese C, Stein U, Lenze D, Jöhrens K, Friedling F, Dietel M, Klauschen F, Marsch W, Fiedler E, Laffert M. Immunhistochemische Analyse von Bcl‐2, nukleärem S100A4, MITF und Ki67 zur Risikostratifizierung von Melanomen im Frühstadium – ein kombinierter immunhistochemischer Score. J Dtsch Dermatol Ges 2019; 17:800-809. [DOI: 10.1111/ddg.13917_g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Accepted: 01/16/2019] [Indexed: 11/29/2022]
Affiliation(s)
- Philipp Jurmeister
- Institut für PathologieCharité – Universitätsmedizin Berlin
- Charité Comprehensive Cancer Center Berlin
| | - Michael Bockmayr
- Institut für PathologieCharité – Universitätsmedizin Berlin
- Klinik für pädiatrische Hämatologie und OnkologieUniversitätsklinikum Hamburg‐Eppendorf Hamburg
| | - Christoph Treese
- Berlin Institute of Health (BIH) Berlin
- Experimentelles und klinisches ForschungszentrumCharité – Universitätsmedizin Berlinund Max‐Delbrück‐Zentrum für molekulare Medizin Berlin
- Medizinische Klinik für GastroenterologieInfektiologie und RheumatologieCharité – Universitätsmedizin Berlin Campus Benjamin Franklin Berlin
| | - Ulrike Stein
- Experimentelles und klinisches ForschungszentrumCharité – Universitätsmedizin Berlinund Max‐Delbrück‐Zentrum für molekulare Medizin Berlin
- Deutsches Konsortium für Translationale Krebsforschung (DKTK) Heidelberg
| | - Dido Lenze
- Institut für PathologieCharité – Universitätsmedizin Berlin
| | | | - Franziska Friedling
- Universitätsklinik und Poliklinik für Dermatologie und Venerologie Halle (Saale)Martin‐Luther‐Universität Halle‐Wittenberg Halle (Saale)
| | - Manfred Dietel
- Institut für PathologieCharité – Universitätsmedizin Berlin
| | | | - Wolfgang Marsch
- Universitätsklinik und Poliklinik für Dermatologie und Venerologie Halle (Saale)Martin‐Luther‐Universität Halle‐Wittenberg Halle (Saale)
| | - Eckhard Fiedler
- Universitätsklinik und Poliklinik für Dermatologie und Venerologie Halle (Saale)Martin‐Luther‐Universität Halle‐Wittenberg Halle (Saale)
| | - Maximilian Laffert
- Institut für PathologieCharité – Universitätsmedizin Berlin
- Berlin Institute of Health (BIH) Berlin
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Sherill-Rofe D, Rahat D, Findlay S, Mellul A, Guberman I, Braun M, Bloch I, Lalezari A, Samiei A, Sadreyev R, Goldberg M, Orthwein A, Zick A, Tabach Y. Mapping global and local coevolution across 600 species to identify novel homologous recombination repair genes. Genome Res 2019; 29:439-448. [PMID: 30718334 PMCID: PMC6396423 DOI: 10.1101/gr.241414.118] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Accepted: 01/22/2019] [Indexed: 12/02/2022]
Abstract
The homologous recombination repair (HRR) pathway repairs DNA double-strand breaks in an error-free manner. Mutations in HRR genes can result in increased mutation rate and genomic rearrangements, and are associated with numerous genetic disorders and cancer. Despite intensive research, the HRR pathway is not yet fully mapped. Phylogenetic profiling analysis, which detects functional linkage between genes using coevolution, is a powerful approach to identify factors in many pathways. Nevertheless, phylogenetic profiling has limited predictive power when analyzing pathways with complex evolutionary dynamics such as the HRR. To map novel HRR genes systematically, we developed clade phylogenetic profiling (CladePP). CladePP detects local coevolution across hundreds of genomes and points to the evolutionary scale (e.g., mammals, vertebrates, animals, plants) at which coevolution occurred. We found that multiscale coevolution analysis is significantly more biologically relevant and sensitive to detect gene function. By using CladePP, we identified dozens of unrecognized genes that coevolved with the HRR pathway, either globally across all eukaryotes or locally in different clades. We validated eight genes in functional biological assays to have a role in DNA repair at both the cellular and organismal levels. These genes are expected to play a role in the HRR pathway and might lead to a better understanding of missing heredity in HRR-associated cancers (e.g., heredity breast and ovarian cancer). Our platform presents an innovative approach to predict gene function, identify novel factors related to different diseases and pathways, and characterize gene evolution.
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Affiliation(s)
- Dana Sherill-Rofe
- Department of Developmental Biology and Cancer Research, Institute for Medical Research-Israel-Canada, Hebrew University of Jerusalem, Jerusalem 91120, Israel
| | - Dolev Rahat
- Department of Developmental Biology and Cancer Research, Institute for Medical Research-Israel-Canada, Hebrew University of Jerusalem, Jerusalem 91120, Israel.,Sharett Institute of Oncology, Hadassah Medical Center, Ein-Kerem, Jerusalem 91120, Israel
| | - Steven Findlay
- Lady Davis Institute for Medical Research, Segal Cancer Centre, Jewish General Hospital, Montreal, Quebec H3T 1E2, Canada.,Division of Experimental Medicine, McGill University, Montreal, Quebec H4A 3J1, Canada
| | - Anna Mellul
- Department of Developmental Biology and Cancer Research, Institute for Medical Research-Israel-Canada, Hebrew University of Jerusalem, Jerusalem 91120, Israel
| | - Irene Guberman
- Department of Developmental Biology and Cancer Research, Institute for Medical Research-Israel-Canada, Hebrew University of Jerusalem, Jerusalem 91120, Israel
| | - Maya Braun
- Department of Developmental Biology and Cancer Research, Institute for Medical Research-Israel-Canada, Hebrew University of Jerusalem, Jerusalem 91120, Israel
| | - Idit Bloch
- Department of Developmental Biology and Cancer Research, Institute for Medical Research-Israel-Canada, Hebrew University of Jerusalem, Jerusalem 91120, Israel
| | - Alon Lalezari
- Department of Developmental Biology and Cancer Research, Institute for Medical Research-Israel-Canada, Hebrew University of Jerusalem, Jerusalem 91120, Israel
| | - Arash Samiei
- Lady Davis Institute for Medical Research, Segal Cancer Centre, Jewish General Hospital, Montreal, Quebec H3T 1E2, Canada.,Division of Experimental Medicine, McGill University, Montreal, Quebec H4A 3J1, Canada
| | - Ruslan Sadreyev
- Department of Molecular Biology, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.,Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA.,Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02114, USA
| | - Michal Goldberg
- Department of Genetics, Alexander Silberman Institute of Life Sciences, Hebrew University of Jerusalem, Jerusalem 91904, Israel
| | - Alexandre Orthwein
- Lady Davis Institute for Medical Research, Segal Cancer Centre, Jewish General Hospital, Montreal, Quebec H3T 1E2, Canada.,Division of Experimental Medicine, McGill University, Montreal, Quebec H4A 3J1, Canada.,Department of Microbiology and Immunology, McGill University, Montreal, Quebec H3A 2B4, Canada.,Gerald Bronfman Department of Oncology, McGill University, Montreal, Quebec H4A 3T2, Canada
| | - Aviad Zick
- Sharett Institute of Oncology, Hadassah Medical Center, Ein-Kerem, Jerusalem 91120, Israel
| | - Yuval Tabach
- Department of Developmental Biology and Cancer Research, Institute for Medical Research-Israel-Canada, Hebrew University of Jerusalem, Jerusalem 91120, Israel
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