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Papp O, Doma V, Gil J, Markó-Varga G, Kárpáti S, Tímár J, Vízkeleti L. Organ Specific Copy Number Variations in Visceral Metastases of Human Melanoma. Cancers (Basel) 2021; 13:5984. [PMID: 34885093 PMCID: PMC8657127 DOI: 10.3390/cancers13235984] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 11/22/2021] [Accepted: 11/25/2021] [Indexed: 12/30/2022] Open
Abstract
Malignant melanoma is one of the most aggressive skin cancers with high potential of visceral dissemination. Since the information about melanoma genomics is mainly based on primary tumors and lymphatic or skin metastases, an autopsy-based visceral metastasis biobank was established. We used copy number variation arrays (N = 38 samples) to reveal organ specific alterations. Results were partly completed by proteomic analysis. A significant increase of high-copy number gains was found in an organ-specific manner, whereas copy number losses were predominant in brain metastases, including the loss of numerous DNA damage response genes. Amplification of many immune genes was also observed, several of them are novel in melanoma, suggesting that their ectopic expression is possibly underestimated. This "immunogenic mimicry" was exclusive for lung metastasis. We also provided evidence for the possible autocrine activation of c-MET, especially in brain and lung metastases. Furthermore, frequent loss of 9p21 locus in brain metastases may predict higher metastatic potential to this organ. Finally, a significant correlation was observed between BRAF gene copy number and mutant allele frequency, mainly in lung metastases. All of these events may influence therapy efficacy in an organ specific manner, which knowledge may help in alleviating difficulties caused by resistance.
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Affiliation(s)
- Orsolya Papp
- 2nd Department of Pathology, Semmelweis University, 1091 Budapest, Hungary; (O.P.); (V.D.); (L.V.)
- Turbine Simulated Cell Technologies, 1027 Budapest, Hungary
| | - Viktória Doma
- 2nd Department of Pathology, Semmelweis University, 1091 Budapest, Hungary; (O.P.); (V.D.); (L.V.)
- Department of Dermatology, Venerology and Dermato-Oncology, Semmelweis University, 1085 Budapest, Hungary;
| | - Jeovanis Gil
- Division of Oncology, Department of Clinical Sciences, Lund University, 221 84 Lund, Sweden;
| | - György Markó-Varga
- Clinical Protein Science & Imaging, Department of Biomedical Engineering, Lund University, 221 84 Lund, Sweden;
- Chemical Genomics Global Research Lab, Department of Biotechnology, College of Life Science and Biotechnology, Yonsei University, Seoul 03722, Korea
- 1st Department of Surgery, Tokyo Medical University, Tokyo 160-8582, Japan
| | - Sarolta Kárpáti
- Department of Dermatology, Venerology and Dermato-Oncology, Semmelweis University, 1085 Budapest, Hungary;
| | - József Tímár
- 2nd Department of Pathology, Semmelweis University, 1091 Budapest, Hungary; (O.P.); (V.D.); (L.V.)
| | - Laura Vízkeleti
- 2nd Department of Pathology, Semmelweis University, 1091 Budapest, Hungary; (O.P.); (V.D.); (L.V.)
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2
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Filipović N, Šitum M, Buljan M. Dermoscopic Features as Predictors of BRAF Mutational Status and Sentinel Lymph Node Positivity in Primary Cutaneous Melanoma. Dermatol Pract Concept 2021; 11:e2021040. [PMID: 33954019 DOI: 10.5826/dpc.1102a40] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/23/2020] [Indexed: 12/24/2022] Open
Abstract
Dermoscopy is a diagnostic tool widely used in clinical practice for the detection of skin tumors, especially early stages of melanoma. Recent studies have shown that different dermoscopic features are associated with important prognostic parameters of melanoma, such as BRAF mutational status and sentinel lymph node status. More than half of all melanomas harbor a mutation in the BRAF oncogene. The current management of advanced-stage melanomas is greatly determined by the presence or absence of a mutation in this gene, as targeted therapy with BRAF kinase inhibitors is one of the first therapeutic choices for these patients. Sentinel lymph node status is one of the most significant predictors of a melanoma patient's survival. Recent studies have shown that different dermoscopic patterns are also associated with sentinel lymph node status. This short article reviews studies that investigated correlations between dermoscopic features, BRAF mutation status and sentinel lymph node status.
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Affiliation(s)
- Nika Filipović
- Department of Dermatology and Venereology, University Hospital Centre Sestre Milosrdnice, Zagreb, Croatia
| | - Mirna Šitum
- Department of Dermatology and Venereology, University Hospital Centre Sestre Milosrdnice, Zagreb, Croatia.,Department of Dermatovenereology, School of Dental Medicine, University of Zagreb, Croatia
| | - Marija Buljan
- Department of Dermatology and Venereology, University Hospital Centre Sestre Milosrdnice, Zagreb, Croatia.,Department of Dermatovenereology, School of Dental Medicine, University of Zagreb, Croatia
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3
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Osella-Abate S, Conti L, Annaratone L, Senetta R, Bertero L, Licciardello M, Caliendo V, Picciotto F, Quaglino P, Cassoni P, Ribero S. Phenotypic characterisation of immune cells associated with histological regression in cutaneous melanoma. Pathology 2019; 51:487-493. [PMID: 31266597 DOI: 10.1016/j.pathol.2019.04.001] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2019] [Revised: 03/18/2019] [Accepted: 03/31/2019] [Indexed: 10/26/2022]
Abstract
Histological regression and tumour infiltrating lymphocytes represent an early sign of activation of the immune system against primary melanoma. The first phenomenon has been especially discussed in the literature because of its prognostic role, but no clear agreement on its evaluation has been reached. Immunotherapy of advanced stage melanoma has recently shown promising results; an improved understanding of the initial interplay between melanoma cells and the immune system would potentially help tailor treatment for patients. Seventy consecutive melanomas with regression were analysed to identify a prognostic cut-off value of regression extension. Then, we compared the immune infiltrate between regressed and not regressed areas of these regressed melanomas, assessing CD3, CD4, CD8, CD20, CD123, PD1 and FOXP3/CD25 expression. The immune infiltrate of these cases was further compared with 28 control melanomas without regression. A regression extension of 10% represented a reliable cut-off to distinguish two different risk categories in regressed melanomas. Regressed areas were less infiltrated by CD4/CD25, FOXP3/CD4 or PD1/CD4 compared to not regressed areas of each sample. These lymphocyte subsets are associated with anergy and hamper the immune CD8+ response towards the cancer cells. Moreover, the relevance of these findings was further supported by the observation that not regressed controls were significantly more infiltrated by these anergic immune cell subsets compared to the regressed cases. These results help understand the real meaning of regression in melanoma. Moreover, the association here identified between specific immunomodulatory immune cell subsets and regression could help in developing new therapeutic strategies.
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Affiliation(s)
- Simona Osella-Abate
- Department of Medical Sciences, Section of Surgical Pathology, University of Turin, Torino, Italy
| | - Luca Conti
- Department of Medical Sciences, Section of Surgical Pathology, University of Turin, Torino, Italy
| | - Laura Annaratone
- Department of Medical Sciences, Section of Surgical Pathology, University of Turin, Torino, Italy
| | - Rebecca Senetta
- Department of Medical Sciences, Section of Surgical Pathology, University of Turin, Torino, Italy
| | - Luca Bertero
- Department of Medical Sciences, Section of Surgical Pathology, University of Turin, Torino, Italy
| | - Matteo Licciardello
- Department of Medical Sciences, Section of Dermatology, University of Turin, Torino, Italy
| | - Virginia Caliendo
- Dermatologic Surgery Section, Department of Oncology, AOU Città della Salute e della Scienza di Torino, Torino, Italy
| | - Franco Picciotto
- Dermatologic Surgery Section, Department of Oncology, AOU Città della Salute e della Scienza di Torino, Torino, Italy
| | - Pietro Quaglino
- Department of Medical Sciences, Section of Dermatology, University of Turin, Torino, Italy
| | - Paola Cassoni
- Department of Medical Sciences, Section of Surgical Pathology, University of Turin, Torino, Italy.
| | - Simone Ribero
- Department of Medical Sciences, Section of Dermatology, University of Turin, Torino, Italy; Dermatologic Surgery Section, Department of Oncology, AOU Città della Salute e della Scienza di Torino, Torino, Italy
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4
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Petrachi T, Romagnani A, Albini A, Longo C, Argenziano G, Grisendi G, Dominici M, Ciarrocchi A, Dallaglio K. Therapeutic potential of the metabolic modulator phenformin in targeting the stem cell compartment in melanoma. Oncotarget 2018; 8:6914-6928. [PMID: 28036292 PMCID: PMC5351679 DOI: 10.18632/oncotarget.14321] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2016] [Accepted: 12/12/2016] [Indexed: 01/02/2023] Open
Abstract
Melanoma is the most dangerous and treatment-resistant skin cancer. Tumor resistance and recurrence are due to the persistence in the patient of aggressive cells with stem cell features, the cancer stem cells (CSC). Recent evidences have shown that CSC display a distinct metabolic profile as compared to tumor bulk population: a promising anti-tumor strategy is therefore to target specific metabolic pathways driving CSC behavior. Biguanides (metformin and phenformin) are anti-diabetic drugs able to perturb cellular metabolism and displaying anti-cancer activity. However, their ability to target the CSC compartment in melanoma is not known. Here we show that phenformin, but not metformin, strongly reduces melanoma cell viability, growth and invasion in both 2D and 3D (spheroids) models. While phenformin decreases melanoma CSC markers expression and the levels of the pro-survival factor MITF, MITF overexpression fails to prevent phenformin effects. Phenformin significantly reduces cell viability in melanoma by targeting both CSC (ALDHhigh) and non-CSC cells and by significantly reducing the number of viable cells in ALDHhigh and ALDHlow-derived spheroids. Consistently, phenformin reduces melanoma cell viability and growth independently from SOX2 levels. Our results show that phenformin is able to affect both CSC and non-CSC melanoma cell viability and growth and suggests its potential use as anti-cancer therapy in melanoma.
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Affiliation(s)
- Tiziana Petrachi
- Laboratory of Translational Research, Department of Scientific Direction, Arcispedale S. Maria Nuova-IRCCS, Reggio Emilia, Italy
| | - Alessandra Romagnani
- Laboratory of Translational Research, Department of Scientific Direction, Arcispedale S. Maria Nuova-IRCCS, Reggio Emilia, Italy
| | - Adriana Albini
- Scientific and Technologic Park, IRCCS MultiMedica, Milan, Italy
| | - Caterina Longo
- Skin Cancer Unit, IRCCS-Arcispedale Santa Maria Nuova, Reggio Emilia, Italy
| | - Giuseppe Argenziano
- Skin Cancer Unit, IRCCS-Arcispedale Santa Maria Nuova, Reggio Emilia, Italy.,Dermatology Unit, Second University of Naples, Naples, Italy
| | - Giulia Grisendi
- Department of Medical and Surgical Sciences for Children & Adults, University Hospital of Modena and Reggio Emilia, Modena, Italy
| | - Massimo Dominici
- Department of Medical and Surgical Sciences for Children & Adults, University Hospital of Modena and Reggio Emilia, Modena, Italy
| | - Alessia Ciarrocchi
- Laboratory of Translational Research, Department of Scientific Direction, Arcispedale S. Maria Nuova-IRCCS, Reggio Emilia, Italy
| | - Katiuscia Dallaglio
- Laboratory of Translational Research, Department of Scientific Direction, Arcispedale S. Maria Nuova-IRCCS, Reggio Emilia, Italy
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5
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Gandolfi G, Ragazzi M, de Biase D, Visani M, Zanetti E, Torricelli F, Sancisi V, Gugnoni M, Manzotti G, Braglia L, Cavuto S, Merlo DF, Tallini G, Frasoldati A, Piana S, Ciarrocchi A. Genome-wide profiling identifies the THYT1 signature as a distinctive feature of widely metastatic Papillary Thyroid Carcinomas. Oncotarget 2018; 9:1813-1825. [PMID: 29416733 PMCID: PMC5788601 DOI: 10.18632/oncotarget.22805] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Accepted: 10/27/2017] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Papillary Thyroid Carcinomas (PTCs) are generally indolent tumors. However, a small but significant percentage of PTCs behaves aggressively, progressing to a diffuse metastatic spreading and leading to patient's death. The lack of reliable markers for predicting the metastatic behavior of these tumors prevents a correct risk based stratification of the disease, thus contributing to the issue of patients' overtreatment. In this study we aimed at identifying genetic features associated with the development of distant metastasis in PTCs. RESULTS We showed that DM PTCs are characterized by a moderate degree of copy number alterations but display low level of microsatellite instability and a low mutational burden. We identified duplication of Chr1q, duplication of Chr5p harboring the TERT genomic locus and mutations of TERT promoter as distinctive features of DM PTCs. These three genetic variables defined a signature (THYT1) that was significantly associated with a metastatic behavior and a shortened survival. We analyzed the THYT1 signature in PTCs fine needle aspirate biopsies (FNAB) and we demonstrating the applicability of this signature as a molecular marker in the pre-operative diagnostic setting of PTCs. MATERIALS AND METHODS A consecutive series of 2,937 thyroid malignancies, diagnosed at the Arcispedale S. Maria Nuova - IRCCS, Italy between 1978 and 2015 were searched to retrieve those who developed distant metastasis (DM, n = 50). We performed a deep profiling to explore the genomic landscape of these tumors. CONCLUSIONS Overall our data identify the first genetic signature that independently predicts metastasis and negative outcome of PTCs, and lay the basis for the possible application of the THYT1 as prognostic marker to improve risk-based stratification and management of PTC patients.
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Affiliation(s)
- Greta Gandolfi
- 1 Laboratory of Translational Research, Azienda Unità Sanitaria Locale di Reggio Emilia - IRCCS, Reggio Emilia 42123, Italy
| | - Moira Ragazzi
- 2 Pathology Unit, Department of Oncology, Azienda Unità Sanitaria Locale di Reggio Emilia - IRCCS, Reggio Emilia 42123, Italy
| | - Dario de Biase
- 3 Department of Pharmacology and Biotechnology (FaBiT), University of Bologna, 40139 Bologna, Italy
| | - Michela Visani
- 4 Department of Medicine, Dipartimento di Medicina Specialistica, Diagnostica e Sperimentale-DIMES, Anatomic Pathology Unit, Bellaria Hospital, University of Bologna, 40139 Bologna, Italy
| | - Eleonora Zanetti
- 2 Pathology Unit, Department of Oncology, Azienda Unità Sanitaria Locale di Reggio Emilia - IRCCS, Reggio Emilia 42123, Italy
| | - Federica Torricelli
- 1 Laboratory of Translational Research, Azienda Unità Sanitaria Locale di Reggio Emilia - IRCCS, Reggio Emilia 42123, Italy
| | - Valentina Sancisi
- 1 Laboratory of Translational Research, Azienda Unità Sanitaria Locale di Reggio Emilia - IRCCS, Reggio Emilia 42123, Italy
| | - Mila Gugnoni
- 1 Laboratory of Translational Research, Azienda Unità Sanitaria Locale di Reggio Emilia - IRCCS, Reggio Emilia 42123, Italy
| | - Gloria Manzotti
- 1 Laboratory of Translational Research, Azienda Unità Sanitaria Locale di Reggio Emilia - IRCCS, Reggio Emilia 42123, Italy
| | - Luca Braglia
- 5 Research and Statistics Unit, Azienda Unità Sanitaria Locale di Reggio Emilia-IRCCS, Reggio Emilia, 42123, Italy
| | - Silvio Cavuto
- 5 Research and Statistics Unit, Azienda Unità Sanitaria Locale di Reggio Emilia-IRCCS, Reggio Emilia, 42123, Italy
| | - Domenico Franco Merlo
- 5 Research and Statistics Unit, Azienda Unità Sanitaria Locale di Reggio Emilia-IRCCS, Reggio Emilia, 42123, Italy
| | - Giovanni Tallini
- 4 Department of Medicine, Dipartimento di Medicina Specialistica, Diagnostica e Sperimentale-DIMES, Anatomic Pathology Unit, Bellaria Hospital, University of Bologna, 40139 Bologna, Italy
| | - Andrea Frasoldati
- 6 Endocrinology Unit, Azienda Azienda Unitaria Sanitaria Locale di Reggio Emilia , Reggio Emilia 42123, Italy
| | - Simonetta Piana
- 2 Pathology Unit, Department of Oncology, Azienda Unità Sanitaria Locale di Reggio Emilia - IRCCS, Reggio Emilia 42123, Italy
| | - Alessia Ciarrocchi
- 1 Laboratory of Translational Research, Azienda Unità Sanitaria Locale di Reggio Emilia - IRCCS, Reggio Emilia 42123, Italy
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6
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Wang J, Hirose H, Du G, Chong K, Kiyohara E, Witz IP, Hoon DSB. P-REX1 amplification promotes progression of cutaneous melanoma via the PAK1/P38/MMP-2 pathway. Cancer Lett 2017; 407:66-75. [PMID: 28803992 DOI: 10.1016/j.canlet.2017.08.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Revised: 06/26/2017] [Accepted: 08/03/2017] [Indexed: 12/23/2022]
Abstract
P-REX1 (PIP3-dependent Rac exchange factor-1) is a guanine nucleotide exchange factor that activates Rac by catalyzing exchange of GDP for GTP bound to Rac. Aberrant up-regulation of P-REX1 expression has a role in metastasis however, copy number (CN) and function of P-REX1 in cutaneous melanoma are unclear. To explore the role of P-REX1 in melanoma, SNP 6.0 and Exon 1.0 ST microarrays were assessed. There was a higher CN (2.82-fold change) of P-REX1 in melanoma cells than in melanocytes, and P-REX1 expression was significantly correlated with P-REX1 CN. When P-REX1 was knocked down in cells by P-REX1 shRNA, proliferation, colony formation, 3D matrigel growth, and migration/invasiveness were inhibited. Loss of P-REX1 inhibited cell proliferation by inhibiting cyclin D1, blocking cell cycle, and increased cell apoptosis by reducing expression of the protein survivin. Knockdown of P-REX1 expression inhibited cell migration/invasiveness by disrupting P-REX1/RAC1/PAK1/p38/MMP-2 pathway. Assessment of patient tumors and disease outcome demonstrated lower distant metastasis-free survival among AJCC stage I/II/III patients with high P-REX1 expression compared to patients with low P-REX1 expression. These results suggest P-REX1 plays an important role in tumor progression and a potential theranostic target.
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Affiliation(s)
- Jinhua Wang
- The State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Beijing Key Laboratory of Drug Target Research, Drug Screen, Institute of Materia Medica, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, 100050, China
| | - Hajime Hirose
- Department of Translational Medicine, Division Molecular Oncology, John Wayne Cancer Institute (JWCI) at Providence Saint John's Health Center, Santa Monica, CA 90404, USA
| | - Guanhua Du
- The State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Beijing Key Laboratory of Drug Target Research, Drug Screen, Institute of Materia Medica, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, 100050, China
| | - Kelly Chong
- Department of Translational Medicine, Division Molecular Oncology, John Wayne Cancer Institute (JWCI) at Providence Saint John's Health Center, Santa Monica, CA 90404, USA
| | - Eiji Kiyohara
- Department of Translational Medicine, Division Molecular Oncology, John Wayne Cancer Institute (JWCI) at Providence Saint John's Health Center, Santa Monica, CA 90404, USA
| | - Isaac P Witz
- Department of Cell Research and Immunology, George S Wise, Faculty of Life Sciences, Tel-Aviv University, Tel Aviv, Israel
| | - Dave S B Hoon
- Department of Translational Medicine, Division Molecular Oncology, John Wayne Cancer Institute (JWCI) at Providence Saint John's Health Center, Santa Monica, CA 90404, USA.
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7
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Grzywa TM, Paskal W, Włodarski PK. Intratumor and Intertumor Heterogeneity in Melanoma. Transl Oncol 2017; 10:956-975. [PMID: 29078205 PMCID: PMC5671412 DOI: 10.1016/j.tranon.2017.09.007] [Citation(s) in RCA: 192] [Impact Index Per Article: 27.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Revised: 09/14/2017] [Accepted: 09/17/2017] [Indexed: 12/25/2022] Open
Abstract
Melanoma is a cancer that exhibits one of the most aggressive and heterogeneous features. The incidence rate escalates. A high number of clones harboring various mutations contribute to an exceptional level of intratumor heterogeneity of melanoma. It also refers to metastases which may originate from different subclones of primary lesion. Such component of the neoplasm biology is termed intertumor and intratumor heterogeneity. These levels of tumor heterogeneity hinder accurate diagnosis and effective treatment. The increasing number of research on the topic reflects the need for understanding limitation or failure of contemporary therapies. Majority of analyses concentrate on mutations in cancer-related genes. Novel high-throughput techniques reveal even higher degree of variations within a lesion. Consolidation of theories and researches indicates new routes for treatment options such as targets for immunotherapy. The demand for personalized approach in melanoma treatment requires extensive knowledge on intratumor and intertumor heterogeneity on the level of genome, transcriptome/proteome, and epigenome. Thus, achievements in exploration of melanoma variety are described in details. Particularly, the issue of tumor heterogeneity or homogeneity given BRAF mutations is discussed.
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Affiliation(s)
- Tomasz M Grzywa
- The Department of Histology and Embryology, Laboratory of Centre for Preclinical Research, Medical University of Warsaw, Banacha 1b, 02-091 Warsaw, Poland
| | - Wiktor Paskal
- The Department of Histology and Embryology, Laboratory of Centre for Preclinical Research, Medical University of Warsaw, Banacha 1b, 02-091 Warsaw, Poland
| | - Paweł K Włodarski
- The Department of Histology and Embryology, Laboratory of Centre for Preclinical Research, Medical University of Warsaw, Banacha 1b, 02-091 Warsaw, Poland.
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8
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Cabrera-Becerril A, Vargas-De-León C, Hernández S, Miramontes P, Peralta R. Modeling the dynamics of chromosomal alteration progression in cervical cancer: A computational model. PLoS One 2017; 12:e0180882. [PMID: 28723940 PMCID: PMC5516994 DOI: 10.1371/journal.pone.0180882] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Accepted: 06/22/2017] [Indexed: 12/16/2022] Open
Abstract
Computational modeling has been applied to simulate the heterogeneity of cancer behavior. The development of Cervical Cancer (CC) is a process in which the cell acquires dynamic behavior from non-deleterious and deleterious mutations, exhibiting chromosomal alterations as a manifestation of this dynamic. To further determine the progression of chromosomal alterations in precursor lesions and CC, we introduce a computational model to study the dynamics of deleterious and non-deleterious mutations as an outcome of tumor progression. The analysis of chromosomal alterations mediated by our model reveals that multiple deleterious mutations are more frequent in precursor lesions than in CC. Cells with lethal deleterious mutations would be eliminated, which would mitigate cancer progression; on the other hand, cells with non-deleterious mutations would become dominant, which could predispose them to cancer progression. The study of somatic alterations through computer simulations of cancer progression provides a feasible pathway for insights into the transformation of cell mechanisms in humans. During cancer progression, tumors may acquire new phenotype traits, such as the ability to invade and metastasize or to become clinically important when they develop drug resistance. Non-deleterious chromosomal alterations contribute to this progression.
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Affiliation(s)
- Augusto Cabrera-Becerril
- Departamento de Matemáticas, Facultad de Ciencias, Universidad Nacional Autónoma de México, Ciudad de México, México
| | - Cruz Vargas-De-León
- Escuela Superior de Medicina, Instituto Politécnico Nacional, Ciudad de México, México
| | - Sergio Hernández
- Programa de Dinámica Nolineal, Universidad Autónoma de la Ciudad de México, Ciudad de México, México
| | - Pedro Miramontes
- Departamento de Matemáticas, Facultad de Ciencias, Universidad Nacional Autónoma de México, Ciudad de México, México
| | - Raúl Peralta
- Centro de Investigación en Dinámica Celular, Instituto de Investigación en Ciencias Básicas y Aplicadas, Universidad Autónoma del Estado de Morelos, Cuernavaca, México
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9
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Thiesen HJ, Steinbeck F, Maruschke M, Koczan D, Ziems B, Hakenberg OW. Stratification of clear cell renal cell carcinoma (ccRCC) genomes by gene-directed copy number alteration (CNA) analysis. PLoS One 2017; 12:e0176659. [PMID: 28486536 PMCID: PMC5423597 DOI: 10.1371/journal.pone.0176659] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2016] [Accepted: 04/14/2017] [Indexed: 11/18/2022] Open
Abstract
Tumorigenic processes are understood to be driven by epi-/genetic and genomic alterations from single point mutations to chromosomal alterations such as insertions and deletions of nucleotides up to gains and losses of large chromosomal fragments including products of chromosomal rearrangements e.g. fusion genes and proteins. Overall comparisons of copy number alterations (CNAs) presented in 48 clear cell renal cell carcinoma (ccRCC) genomes resulted in ratios of gene losses versus gene gains between 26 ccRCC Fuhrman malignancy grades G1 (ratio 1.25) and 20 G3 (ratio 0.58). Gene losses and gains of 15762 CNA genes were mapped to 795 chromosomal cytoband loci including 280 KEGG pathways. CNAs were classified according to their contribution to Fuhrman tumour gradings G1 and G3. Gene gains and losses turned out to be highly structured processes in ccRCC genomes enabling the subclassification and stratification of ccRCC tumours in a genome-wide manner. CNAs of ccRCC seem to start with common tumour related gene losses flanked by CNAs specifying Fuhrman grade G1 losses and CNA gains favouring grade G3 tumours. The appearance of recurrent CNA signatures implies the presence of causal mechanisms most likely implicated in the pathogenesis and disease-outcome of ccRCC tumours distinguishing lower from higher malignant tumours. The diagnostic quality of initial 201 genes (108 genes supporting G1 and 93 genes G3 phenotypes) has been successfully validated on published Swiss data (GSE19949) leading to a restricted CNA gene set of 171 CNA genes of which 85 genes favour Fuhrman grade G1 and 86 genes Fuhrman grade G3. Regarding these gene sets overall survival decreased with the number of G3 related gene losses plus G3 related gene gains. CNA gene sets presented define an entry to a gene-directed and pathway-related functional understanding of ongoing copy number alterations within and between individual ccRCC tumours leading to CNA genes of prognostic and predictive value.
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Affiliation(s)
- H.-J. Thiesen
- Institute of Immunology, University of Rostock, Rostock, Germany
- * E-mail:
| | - F. Steinbeck
- Institute of Immunology, University of Rostock, Rostock, Germany
| | - M. Maruschke
- Department of Urology, University of Rostock, Rostock, Germany
- Department of Urology, HELIOS Hanseklinikum Stralsund, Germany
| | - D. Koczan
- Institute of Immunology, University of Rostock, Rostock, Germany
| | - B. Ziems
- Steinbeis Center for Proteome Analysis, Rostock, Germany
| | - O. W. Hakenberg
- Department of Urology, University of Rostock, Rostock, Germany
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10
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Ribero S, Argenziano G, Lallas A, Moscarella E, Benati E, Raucci M, Piana S, Longo C. Dermoscopic features predicting the presence of mitoses in thin melanoma. J Dermatol Sci 2017; 86:158-161. [PMID: 28196618 DOI: 10.1016/j.jdermsci.2017.01.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2016] [Revised: 01/20/2017] [Accepted: 01/30/2017] [Indexed: 12/01/2022]
Abstract
BACKGROUND The latest AJCC classification has included the number of mitoses as a factor for upstaging thin melanomas. Meanwhile, while dermoscopy has often been used to predict melanoma thickness, its value in predicting number of mitoses remains unknown. OBJECTIVE Our aim is to evaluate the correlation between dermoscopic features and the presence of mitoses in a consecutive cohort of thin melanomas. METHODS A case control study has been performed to identify specific dermoscopic parameters that could differentiate thin melanomas with 1 or more mitoses per mm2 from those without mitoses. RESULTS Of 177 melanomas equal to or thinner than 1mm, 131 (74%) lesions had no mitoses and 46 (36%) lesions had at least 1 mitosis×mm2. Dermoscopic features associated with the presence of 1 or more mitoses were the following: peripheral streaks (OR 4.11; 95% CI 1.94-8.71) and black colour (OR 4.70; 95% CI; 2.28-9.68). In contrast, atypical pigment network (OR (0.30; 95% CI 0.15-0.61)) and brown colour (OR 0.36; 95% CI 0.18-0.75) were associated to melanomas without mitoses. The same variables were also associated to the increasing number of mitoses at linear regression. CONCLUSION Black colour and peripheral streaks can predict the presence of mitoses in thin melanoma, while atypical pigment network and brown colour are associated to thin melanoma without mitoses.
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Affiliation(s)
- S Ribero
- Dermatology Department, University of Turin, Turin, Italy.
| | - G Argenziano
- Dermatology Unit, Second University of Naples, Italy; Skin Cancer Unit, Arcispedale S. Maria Nuova-IRCCS, Reggio Emilia, Italy
| | - A Lallas
- First Department of Dermatology, Aristotle University, Thessaloniki, Greece
| | - E Moscarella
- Skin Cancer Unit, Arcispedale S. Maria Nuova-IRCCS, Reggio Emilia, Italy
| | - E Benati
- Skin Cancer Unit, Arcispedale S. Maria Nuova-IRCCS, Reggio Emilia, Italy
| | - M Raucci
- Skin Cancer Unit, Arcispedale S. Maria Nuova-IRCCS, Reggio Emilia, Italy
| | - S Piana
- Pathology Unit, Arcispedale S. Maria Nuova-IRCCS, Reggio Emilia, Italy
| | - C Longo
- Skin Cancer Unit, Arcispedale S. Maria Nuova-IRCCS, Reggio Emilia, Italy
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11
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Bombonato C, Ribero S, Pozzobon F, Puig-Butille J, Badenas C, Carrera C, Malvehy J, Moscarella E, Lallas A, Piana S, Puig S, Argenziano G, Longo C. Association between dermoscopic and reflectance confocal microscopy features of cutaneous melanoma with BRAF mutational status. J Eur Acad Dermatol Venereol 2016; 31:643-649. [DOI: 10.1111/jdv.14028] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Accepted: 10/17/2016] [Indexed: 01/06/2023]
Affiliation(s)
- C. Bombonato
- Dermatology and Skin Cancer Unit; Arcispedale S. Maria Nuova-IRCCS; Reggio Emilia Italy
| | - S. Ribero
- Dermatology Department; University of Turin; Turin Italy
| | - F.C. Pozzobon
- Dermatology Department or Biochemical and Molecular Genetics Service; Melanoma Unit; Hospital Clinic & IDIBAPS (Institut d'Investigacions Biomèdiques August Pi i Sunyer); University of Barcelona; Barcelona Spain
| | - J.A. Puig-Butille
- Dermatology Department or Biochemical and Molecular Genetics Service; Melanoma Unit; Hospital Clinic & IDIBAPS (Institut d'Investigacions Biomèdiques August Pi i Sunyer); University of Barcelona; Barcelona Spain
- Centro de Investigación Biomédica en Red de enfermedades raras (CIBER ER); Instituto de Salud Carlos III; Valencia Spain
| | - C. Badenas
- Dermatology Department or Biochemical and Molecular Genetics Service; Melanoma Unit; Hospital Clinic & IDIBAPS (Institut d'Investigacions Biomèdiques August Pi i Sunyer); University of Barcelona; Barcelona Spain
- Centro de Investigación Biomédica en Red de enfermedades raras (CIBER ER); Instituto de Salud Carlos III; Valencia Spain
| | - C. Carrera
- Dermatology Department or Biochemical and Molecular Genetics Service; Melanoma Unit; Hospital Clinic & IDIBAPS (Institut d'Investigacions Biomèdiques August Pi i Sunyer); University of Barcelona; Barcelona Spain
- Centro de Investigación Biomédica en Red de enfermedades raras (CIBER ER); Instituto de Salud Carlos III; Valencia Spain
| | - J. Malvehy
- Dermatology Department or Biochemical and Molecular Genetics Service; Melanoma Unit; Hospital Clinic & IDIBAPS (Institut d'Investigacions Biomèdiques August Pi i Sunyer); University of Barcelona; Barcelona Spain
- Centro de Investigación Biomédica en Red de enfermedades raras (CIBER ER); Instituto de Salud Carlos III; Valencia Spain
| | - E. Moscarella
- Dermatology and Skin Cancer Unit; Arcispedale S. Maria Nuova-IRCCS; Reggio Emilia Italy
| | - A. Lallas
- First Department of Dermatology; Aristotle University; Thessaloniki Greece
| | - S. Piana
- Pathology Unit; Arcispedale S. Maria Nuova, IRCCS; Reggio Emilia Italy
| | - S. Puig
- Dermatology Department or Biochemical and Molecular Genetics Service; Melanoma Unit; Hospital Clinic & IDIBAPS (Institut d'Investigacions Biomèdiques August Pi i Sunyer); University of Barcelona; Barcelona Spain
- Centro de Investigación Biomédica en Red de enfermedades raras (CIBER ER); Instituto de Salud Carlos III; Valencia Spain
| | - G. Argenziano
- Dermatology Department; Second University of Naples; Naples Italy
| | - C. Longo
- Dermatology and Skin Cancer Unit; Arcispedale S. Maria Nuova-IRCCS; Reggio Emilia Italy
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12
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Gandolfi G, Dallaglio K, Longo C, Moscarella E, Lallas A, Alfano R, Argenziano G, Ciarrocchi A. Contemporary and potential future molecular diagnosis of melanoma. Expert Rev Mol Diagn 2016; 16:975-85. [DOI: 10.1080/14737159.2016.1206473] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- G. Gandolfi
- Laboratory of Translational Research, Arcispedale S. Maria Nuova-IRCCS, Reggio Emilia, Italy
| | - K. Dallaglio
- Laboratory of Translational Research, Arcispedale S. Maria Nuova-IRCCS, Reggio Emilia, Italy
| | - C. Longo
- Skin Cancer Unit, Arcispedale Santa Maria Nuova-IRCCS, Reggio Emilia, Italy
| | - E. Moscarella
- Skin Cancer Unit, Arcispedale Santa Maria Nuova-IRCCS, Reggio Emilia, Italy
| | - A. Lallas
- Skin Cancer Unit, Arcispedale Santa Maria Nuova-IRCCS, Reggio Emilia, Italy
| | - R. Alfano
- Surgery and Emergency Unit, Second University of Naples, Naples, Italy
| | - G. Argenziano
- Skin Cancer Unit, Arcispedale Santa Maria Nuova-IRCCS, Reggio Emilia, Italy
- Dermatology Unit, Second University of Naples, Naples, Italy
| | - A. Ciarrocchi
- Laboratory of Translational Research, Arcispedale S. Maria Nuova-IRCCS, Reggio Emilia, Italy
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