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Rangel-Sánchez IY, Salas-Treviño D, Soto-Domínguez A, Garza-Rodríguez OI, Saucedo-Cárdenas O, Zapata-Benavides P, Zarate-Ramos JJ, Cedillo-Rosales S, Zamora-Ávila DE. Expression of the Wilms' tumour gene and its association with PPARβ/δ in healthy skin and melanoma of horses. Acta Vet Hung 2021; 68:374-379. [PMID: 33459615 DOI: 10.1556/004.2020.00045] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2019] [Accepted: 04/21/2020] [Indexed: 11/19/2022]
Abstract
The Wilms' tumour gene (WT1) has previously been described as an oncogene in several neoplasms of humans, including melanoma, and its expression increases cancer cell proliferation. Recent reports associate the expression of the PPARβ/δ gene (peroxisome proliferator-activated receptor beta/delta) with the downregulation of WT1 in human melanoma and murine melanoma cell lines. The aim of this work was to analyse the expression of WT1 and its association with PPARβ/δ in samples of healthy and melanoma-affected skin of horses by immunohistochemistry. WT1 protein expression was detected in healthy skin, mainly in the epidermis, hair follicle, sebaceous gland and sweat gland, while no expression was observed in equine melanoma tissues. Moreover, it was observed that PPARβ/δ has a basal expression in healthy skin and that it is overexpressed in melanoma. These results were confirmed by a densitometric analysis, where a significant increase of the WT1-positive area was observed in healthy skin (128.66 ± 19.84 pixels 106) compared with that observed in melanoma (1.94 ± 0.04 pixels 106). On the other hand, a positive area with an expression of PPARβ/δ in healthy skin (214.94 ± 11.85 pixels 106) was significantly decreased compared to melanoma (624.86 ± 181.93 pixels 106). These data suggest that there could be a regulation between WT1 and PPARβ/δ in this disease in horses.
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Affiliation(s)
- Itzel Y Rangel-Sánchez
- 1Department of Genetics, Faculty of Medicine Veterinary and Zootechnics, Autonomous University of Nuevo León, Av. Francisco Villa s/n, Ex Hacienda el Canadá, 66050 Gral. Escobedo, NL, Mexico
| | - Daniel Salas-Treviño
- 2Department of Histology, Faculty of Medicine, Autonomous University of Nuevo León, Mexico
| | - Adolfo Soto-Domínguez
- 2Department of Histology, Faculty of Medicine, Autonomous University of Nuevo León, Mexico
| | - Oscar I Garza-Rodríguez
- 1Department of Genetics, Faculty of Medicine Veterinary and Zootechnics, Autonomous University of Nuevo León, Av. Francisco Villa s/n, Ex Hacienda el Canadá, 66050 Gral. Escobedo, NL, Mexico
| | - Odila Saucedo-Cárdenas
- 2Department of Histology, Faculty of Medicine, Autonomous University of Nuevo León, Mexico
- 3Northeast Biomedical Research Centre (CIBIN) of the IMSS, Monterrey, NL, Mexico
| | - Pablo Zapata-Benavides
- 4Laboratory of Immunology and Virology, Faculty of Biological Sciences, Autonomous University of Nuevo León, Mexico
| | - Juan J Zarate-Ramos
- 5Department of Parasitology, Faculty of Medicine Veterinary and Zootechnics, Autonomous University of Nuevo León, Mexico
| | - Sibilina Cedillo-Rosales
- 6Department of Virology, Faculty of Medicine Veterinary and Zootechnics, Autonomous University of Nuevo León, Mexico
| | - Diana E Zamora-Ávila
- 1Department of Genetics, Faculty of Medicine Veterinary and Zootechnics, Autonomous University of Nuevo León, Av. Francisco Villa s/n, Ex Hacienda el Canadá, 66050 Gral. Escobedo, NL, Mexico
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Minnoye L, Taskiran II, Mauduit D, Fazio M, Van Aerschot L, Hulselmans G, Christiaens V, Makhzami S, Seltenhammer M, Karras P, Primot A, Cadieu E, van Rooijen E, Marine JC, Egidy G, Ghanem GE, Zon L, Wouters J, Aerts S. Cross-species analysis of enhancer logic using deep learning. Genome Res 2020; 30:1815-1834. [PMID: 32732264 PMCID: PMC7706731 DOI: 10.1101/gr.260844.120] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Accepted: 06/15/2020] [Indexed: 12/23/2022]
Abstract
Deciphering the genomic regulatory code of enhancers is a key challenge in biology because this code underlies cellular identity. A better understanding of how enhancers work will improve the interpretation of noncoding genome variation and empower the generation of cell type-specific drivers for gene therapy. Here, we explore the combination of deep learning and cross-species chromatin accessibility profiling to build explainable enhancer models. We apply this strategy to decipher the enhancer code in melanoma, a relevant case study owing to the presence of distinct melanoma cell states. We trained and validated a deep learning model, called DeepMEL, using chromatin accessibility data of 26 melanoma samples across six different species. We show the accuracy of DeepMEL predictions on the CAGI5 challenge, where it significantly outperforms existing models on the melanoma enhancer of IRF4 Next, we exploit DeepMEL to analyze enhancer architectures and identify accurate transcription factor binding sites for the core regulatory complexes in the two different melanoma states, with distinct roles for each transcription factor, in terms of nucleosome displacement or enhancer activation. Finally, DeepMEL identifies orthologous enhancers across distantly related species, where sequence alignment fails, and the model highlights specific nucleotide substitutions that underlie enhancer turnover. DeepMEL can be used from the Kipoi database to predict and optimize candidate enhancers and to prioritize enhancer mutations. In addition, our computational strategy can be applied to other cancer or normal cell types.
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Affiliation(s)
- Liesbeth Minnoye
- VIB-KU Leuven Center for Brain and Disease Research, 3000 Leuven, Belgium
- KU Leuven, Department of Human Genetics KU Leuven, 3000 Leuven, Belgium
| | - Ibrahim Ihsan Taskiran
- VIB-KU Leuven Center for Brain and Disease Research, 3000 Leuven, Belgium
- KU Leuven, Department of Human Genetics KU Leuven, 3000 Leuven, Belgium
| | - David Mauduit
- VIB-KU Leuven Center for Brain and Disease Research, 3000 Leuven, Belgium
- KU Leuven, Department of Human Genetics KU Leuven, 3000 Leuven, Belgium
| | - Maurizio Fazio
- Howard Hughes Medical Institute, Stem Cell Program and the Division of Pediatric Hematology/Oncology, Boston Children's Hospital and Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts 02115, USA
- Department of Stem Cell and Regenerative Biology, Harvard Stem Cell Institute, Cambridge, Massachusetts 02138, USA
| | - Linde Van Aerschot
- VIB-KU Leuven Center for Brain and Disease Research, 3000 Leuven, Belgium
- KU Leuven, Department of Human Genetics KU Leuven, 3000 Leuven, Belgium
- Laboratory for Disease Mechanisms in Cancer, KU Leuven, 3000 Leuven, Belgium
| | - Gert Hulselmans
- VIB-KU Leuven Center for Brain and Disease Research, 3000 Leuven, Belgium
- KU Leuven, Department of Human Genetics KU Leuven, 3000 Leuven, Belgium
| | - Valerie Christiaens
- VIB-KU Leuven Center for Brain and Disease Research, 3000 Leuven, Belgium
- KU Leuven, Department of Human Genetics KU Leuven, 3000 Leuven, Belgium
| | - Samira Makhzami
- VIB-KU Leuven Center for Brain and Disease Research, 3000 Leuven, Belgium
- KU Leuven, Department of Human Genetics KU Leuven, 3000 Leuven, Belgium
| | - Monika Seltenhammer
- Center for Forensic Medicine, Medical University of Vienna, 1090 Vienna, Austria
- Division of Livestock Sciences (NUWI) - BOKU University of Natural Resources and Life Sciences, 1180 Vienna, Austria
| | - Panagiotis Karras
- VIB-KU Leuven Center for Cancer Biology, 3000 Leuven, Belgium
- KU Leuven, Department of Oncology KU Leuven, 3000 Leuven, Belgium
| | - Aline Primot
- CNRS-University of Rennes 1, UMR6290, Institute of Genetics and Development of Rennes, Faculty of Medicine, 35000 Rennes, France
| | - Edouard Cadieu
- CNRS-University of Rennes 1, UMR6290, Institute of Genetics and Development of Rennes, Faculty of Medicine, 35000 Rennes, France
| | - Ellen van Rooijen
- Howard Hughes Medical Institute, Stem Cell Program and the Division of Pediatric Hematology/Oncology, Boston Children's Hospital and Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts 02115, USA
- Department of Stem Cell and Regenerative Biology, Harvard Stem Cell Institute, Cambridge, Massachusetts 02138, USA
| | - Jean-Christophe Marine
- VIB-KU Leuven Center for Cancer Biology, 3000 Leuven, Belgium
- KU Leuven, Department of Oncology KU Leuven, 3000 Leuven, Belgium
| | - Giorgia Egidy
- Université Paris-Saclay, INRA, AgroParisTech, GABI, 78350 Jouy-en-Josas, France
| | - Ghanem-Elias Ghanem
- Institut Jules Bordet, Université Libre de Bruxelles, 1000 Brussels, Belgium
| | - Leonard Zon
- Howard Hughes Medical Institute, Stem Cell Program and the Division of Pediatric Hematology/Oncology, Boston Children's Hospital and Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts 02115, USA
- Department of Stem Cell and Regenerative Biology, Harvard Stem Cell Institute, Cambridge, Massachusetts 02138, USA
| | - Jasper Wouters
- VIB-KU Leuven Center for Brain and Disease Research, 3000 Leuven, Belgium
- KU Leuven, Department of Human Genetics KU Leuven, 3000 Leuven, Belgium
| | - Stein Aerts
- VIB-KU Leuven Center for Brain and Disease Research, 3000 Leuven, Belgium
- KU Leuven, Department of Human Genetics KU Leuven, 3000 Leuven, Belgium
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Cordeiro MF, Marmitt LP, Horn AP. Subcutaneous injection of multipotent mesenchymal stromal cells admixed with melanoma cells in mice favors tumor incidence and growth: a systematic review and meta-analysis. Arch Dermatol Res 2018; 310:231-240. [DOI: 10.1007/s00403-018-1819-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Revised: 01/22/2018] [Accepted: 01/29/2018] [Indexed: 12/20/2022]
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Bloomfield M, Duesberg P. Inherent variability of cancer-specific aneuploidy generates metastases. Mol Cytogenet 2016; 9:90. [PMID: 28018487 PMCID: PMC5160004 DOI: 10.1186/s13039-016-0297-x] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2016] [Accepted: 11/14/2016] [Indexed: 12/14/2022] Open
Abstract
Background The genetic basis of metastasis is still unclear because metastases carry individual karyotypes and phenotypes, rather than consistent mutations, and are rare compared to conventional mutation. There is however correlative evidence that metastasis depends on cancer-specific aneuploidy, and that metastases are karyotypically related to parental cancers. Accordingly we propose that metastasis is a speciation event. This theory holds that cancer-specific aneuploidy varies the clonal karyotypes of cancers automatically by unbalancing thousands of genes, and that rare variants form new autonomous subspecies with metastatic or other non-parental phenotypes like drug-resistance – similar to conventional subspeciation. Results To test this theory, we analyzed the karyotypic and morphological relationships between seven cancers and corresponding metastases. We found (1) that the cellular phenotypes of metastases were closely related to those of parental cancers, (2) that metastases shared 29 to 96% of their clonal karyotypic elements or aneusomies with the clonal karyotypes of parental cancers and (3) that, unexpectedly, the karyotypic complexity of metastases was very similar to that of the parental cancer. This suggests that metastases derive cancer-specific autonomy by conserving the overall complexity of the parental karyotype. We deduced from these results that cancers cause metastases by karyotypic variations and selection for rare metastatic subspecies. Further we asked whether metastases with multiple metastasis-specific aneusomies are assembled in one or multiple, sequential steps. Since (1) no stable karyotypic intermediates of metastases were observed in cancers here and previously by others, and (2) the karyotypic complexities of cancers are conserved in metastases, we concluded that metastases are generated from cancers in one step – like subspecies in conventional speciation. Conclusions We conclude that the risk of cancers to metastasize is proportional to the degree of cancer-specific aneuploidy, because aneuploidy catalyzes the generation of subspecies, including metastases, at aneuploidy-dependent rates. Since speciation by random chromosomal rearrangements and selection is unpredictable, the theory that metastases are karyotypic subspecies of cancers also explains Foulds’ rules, which hold that the origins of metastases are “abrupt” and that their phenotypes are “unpredictable.”
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Affiliation(s)
- Mathew Bloomfield
- Department of Molecular and Cell Biology; Donner Laboratory, University of California at Berkeley, Berkeley, CA 94720 USA ; Present address: Department of Natural Sciences and Mathematics, Dominican University of California, San Rafael, CA USA
| | - Peter Duesberg
- Department of Molecular and Cell Biology; Donner Laboratory, University of California at Berkeley, Berkeley, CA 94720 USA
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Liebscher G, Vanchangiri K, Mueller T, Feige K, Cavalleri JMV, Paschke R. In vitro anticancer activity of Betulinic acid and derivatives thereof on equine melanoma cell lines from grey horses and in vivo safety assessment of the compound NVX-207 in two horses. Chem Biol Interact 2016; 246:20-9. [PMID: 26772157 DOI: 10.1016/j.cbi.2016.01.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2015] [Revised: 12/21/2015] [Accepted: 01/02/2016] [Indexed: 01/28/2023]
Abstract
Betulinic acid, a pentacyclic triterpene, and its derivatives are promising compounds for cancer treatment in humans. Melanoma is not only a problem for humans but also for grey horses as they have a high potential of developing melanoma lesions coupled to the mutation causing their phenotype. Current chemotherapeutic treatment carries the risk of adverse health effects for the horse owner or the treating veterinarian by exposure to antineoplastic compounds. Most treatments have low prospects for systemic tumor regression. Thus, a new therapy is needed. In this in vitro study, Betulinic acid and its two derivatives B10 and NVX-207, both with an improved water solubility compared to Betulinic acid, were tested on two equine melanoma cell lines (MelDuWi and MellJess/HoMelZh) and human melanoma (A375) cell line. We could demonstrate that all three compounds especially NVX-207 show high cytotoxicity on both equine melanoma cell lines. The treatment with these compounds lead to externalization of phosphatidylserines on the cell membrane (AnnexinV-staining), DNA-fragmentation (cell cycle analysis) and activation of initiator and effector caspases (Caspase assays). Our results indicate that the apoptosis is induced in the equine melanoma cells by all three compounds. Furthermore, we succeed in encapsulating the most active compound NVX-207 in 2-Hydroxyprolyl-β-cyclodextrine without a loss of its activity. This formulation can be used as a promising antitumor agent for treating grey horse melanoma. In a first tolerability evaluation in vivo the formulation was administered every one week for 19 consecutive weeks and well tolerated in two adult melanoma affected horses.
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Affiliation(s)
- G Liebscher
- Biozentrum, Martin Luther University Halle-Wittenberg, Weinbergweg 22, D-06120 Halle, Germany
| | - K Vanchangiri
- Biozentrum, Martin Luther University Halle-Wittenberg, Weinbergweg 22, D-06120 Halle, Germany
| | - Th Mueller
- Department of Hematology/ Oncology, Martin-Luther-University of Halle-Wittenberg, Halle/ Saale, Germany
| | - K Feige
- University of Veterinary Medicine Hannover, Foundation, Clinic for Horses, Bünteweg 9, 30559 Hannover, Germany
| | - J-M V Cavalleri
- University of Veterinary Medicine Hannover, Foundation, Clinic for Horses, Bünteweg 9, 30559 Hannover, Germany
| | - R Paschke
- Biozentrum, Martin Luther University Halle-Wittenberg, Weinbergweg 22, D-06120 Halle, Germany.
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Scott CJ, Christensen BW, Dechant JE, Espinosa P, LaDouceur EEB. Theriogenology Question of the Month. Neoplasms of the penis and testis. J Am Vet Med Assoc 2015; 247:1105-8. [PMID: 26517611 DOI: 10.2460/javma.247.10.1105] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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7
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van der Weyden L, Patton EE, Wood GA, Foote AK, Brenn T, Arends MJ, Adams DJ. Cross-species models of human melanoma. J Pathol 2015; 238:152-65. [PMID: 26354726 PMCID: PMC4832391 DOI: 10.1002/path.4632] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2015] [Revised: 08/18/2015] [Accepted: 09/06/2015] [Indexed: 01/29/2023]
Abstract
Although transformation of melanocytes to melanoma is rare, the rapid growth, systemic spread, as well as the chemoresistance of melanoma present significant challenges for patient care. Here we review animal models of melanoma, including murine, canine, equine, and zebrafish models, and detail the immense contribution these models have made to our knowledge of human melanoma development, and to melanocyte biology. We also highlight the opportunities for cross-species comparative genomic studies of melanoma to identify the key molecular events that drive this complex disease.
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Affiliation(s)
- Louise van der Weyden
- Experimental Cancer Genetics, The Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, CB10 1SA, UK
| | - E Elizabeth Patton
- MRC Human Genetics Unit, The MRC Institute of Genetics and Molecular Medicine, The University of Edinburgh, Western General Hospital, Crewe Road, Edinburgh, EH4 2XU, UK
| | - Geoffrey A Wood
- Department of Pathobiology, Ontario Veterinary College, University of Guelph, 50 Stone Road E, Guelph, Ontario, N1G 2W1, Canada
| | - Alastair K Foote
- Rossdales Equine Hospital, Cotton End Road, Exning, Newmarket, Suffolk, CB8 7NN, UK
| | - Thomas Brenn
- Pathology Department, Western General Hospital, Crewe Road, Edinburgh, EH4 2XU, UK
| | - Mark J Arends
- Centre for Comparative Pathology, University of Edinburgh, Western General Hospital, Crewe Road South, Edinburgh, EH4 2XR, UK
| | - David J Adams
- Experimental Cancer Genetics, The Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, CB10 1SA, UK
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Jiang L, Campagne C, Sundström E, Sousa P, Imran S, Seltenhammer M, Pielberg G, Olsson MJ, Egidy G, Andersson L, Golovko A. Constitutive activation of the ERK pathway in melanoma and skin melanocytes in Grey horses. BMC Cancer 2014; 14:857. [PMID: 25413220 PMCID: PMC4254013 DOI: 10.1186/1471-2407-14-857] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2013] [Accepted: 10/27/2014] [Indexed: 01/22/2023] Open
Abstract
Background Constitutive activation of the ERK pathway, occurring in the vast majority of melanocytic neoplasms, has a pivotal role in melanoma development. Different mechanisms underlie this activation in different tumour settings. The Grey phenotype in horses, caused by a 4.6 kb duplication in intron 6 of Syntaxin 17 (STX17), is associated with a very high incidence of cutaneous melanoma, but the molecular mechanism behind the melanomagenesis remains unknown. Here, we investigated the involvement of the ERK pathway in melanoma development in Grey horses. Methods Grey horse melanoma tumours, cell lines and normal skin melanocytes were analyzed with help of indirect immunofluorescence and immunoblotting for the expression of phospho-ERK1/2 in comparison to that in non-grey horse and human counterparts. The mutational status of BRAF, RAS, GNAQ, GNA11 and KIT genes in Grey horse melanomas was determined by direct sequencing. The effect of RAS, RAF and PI3K/AKT pathways on the activation of the ERK signaling in Grey horse melanoma cells was investigated with help of specific inhibitors and immunoblotting. Individual roles of RAF and RAS kinases on the ERK activation were examined using si-RNA based approach and immunoblotting. Results We found that the ERK pathway is constitutively activated in Grey horse melanoma tumours and cell lines in the absence of somatic activating mutations in BRAF, RAS, GNAQ, GNA11 and KIT genes or alterations in the expression of the main components of the pathway. The pathway is mitogenic and is mediated by BRAF, CRAF and KRAS kinases. Importantly, we found high activation of the ERK pathway also in epidermal melanocytes, suggesting a general predisposition to melanomagenesis in these horses. Conclusions These findings demonstrate that the presence of the intronic 4.6 kb duplication in STX17 is strongly associated with constitutive activation of the ERK pathway in melanocytic cells in Grey horses in the absence of somatic mutations commonly linked to the activation of this pathway during melanomagenesis. These findings are consistent with the universal importance of the ERK pathway in melanomagenesis and may have valuable implications for human melanoma research. Electronic supplementary material The online version of this article (doi:10.1186/1471-2407-14-857) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Anna Golovko
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Box 582, SE-751 23 Uppsala, Sweden.
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