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Integrative analysis of transcriptomics and clinical data uncovers the tumor- suppressive activity of MITF in prostate cancer

Authors :
Ana Loizaga-Iriarte
Aida Santos-Martin
Arkaitz Carracedo
Ana M. Aransay
Ivana Hermanova
Mariona Graupera
Sonia Fernández-Ruiz
Natalia Martín-Martín
Ariane Schaub-Clerigué
Julia Starkova
Miguel Unda
Ianire Astobiza
Mikel Pujana-Vaquerizo
Alice Macchia
Ana R. Cortazar
Verónica Torrano
Isabel Lacasa
Lorea Valcarcel-Jimenez
Rosa Barrio
James D. Sutherland
Source :
Dipòsit Digital de la UB, Universidad de Barcelona, Addi. Archivo Digital para la Docencia y la Investigación, instname, Cell Death & Disease, Cell Death and Disease, Vol 9, Iss 10, Pp 1-12 (2018)
Publication Year :
2018
Publisher :
Nature Publishing Group, 2018.

Abstract

The dysregulation of gene expression is an enabling hallmark of cancer. Computational analysis of transcriptomics data from human cancer specimens, complemented with exhaustive clinical annotation, provides an opportunity to identify core regulators of the tumorigenic process. Here we exploit well-annotated clinical datasets of prostate cancer for the discovery of transcriptional regulators relevant to prostate cancer. Following this rationale, we identify Microphthalmia-associated transcription factor (MITF) as a prostate tumor suppressor among a subset of transcription factors. Importantly, we further interrogate transcriptomics and clinical data to refine MITF perturbation-based empirical assays and unveil Crystallin Alpha B (CRYAB) as an unprecedented direct target of the transcription factor that is, at least in part, responsible for its tumor-suppressive activity in prostate cancer. This evidence was supported by the enhanced prognostic potential of a signature based on the concomitant alteration of MITF and CRYAB in prostate cancer patients. In sum, our study provides proof-of-concept evidence of the potential of the bioinformatics screen of publicly available cancer patient databases as discovery platforms, and demonstrates that the MITF-CRYAB axis controls prostate cancer biology. The work of V. Torrano is funded by Fundacion Vasca de Innovacion e Investigacion Sanitarias, BIOEF (BIO15/CA/052), the AECC J.P. Bizkaia and the Basque Department of Health (2016111109). The work of A. Carracedo is supported by the Basque Department of Industry, Tourism and Trade (Etortek) and the Department of Education (IKERTALDE IT1106-16, also participated by A. Gomez-Munoz), the BBVA Foundation, the MINECO (SAF2016-79381-R (FEDER/EU); Severo Ochoa Excellence Accreditation SEV-2016-0644; Excellence Networks SAF2016-81975-REDT), European Training Networks Project (H2020-MSCA-ITN-308 2016 721532), the AECC IDEAS16 (IDEAS175CARR) and the European Research Council (Starting Grant 336343, PoC 754627). CIBERONC was co-funded with FEDER funds. The work of M. Graupera is supported by the MINECO (SAF2014-59950-P). The work of A. Aransay is supported by the Basque Department of Industry, Tourism and Trade (Etortek and Elkartek Programs), the Innovation Technology Department of Bizkaia County, CIBERehd Network and Spanish MINECO the Severo Ochoa Excellence Accreditation (SEV-2016-0644). R. Barrio acknowledges Spanish MINECO (BFU2014-52282-P, Consolider BFU2014-57703-REDC), the Departments of Education and Industry of the Basque Government (PI2012/42) and the Bizkaia County. J. Starkova acknowledges the Ministry of Health of Czech Republic AZV NV15-28848A. We are thankful to the Basque Biobank for Research (BIOEF) for the custody and management of human prostate specimens used in this study.

Details

Database :
OpenAIRE
Journal :
Dipòsit Digital de la UB, Universidad de Barcelona, Addi. Archivo Digital para la Docencia y la Investigación, instname, Cell Death & Disease, Cell Death and Disease, Vol 9, Iss 10, Pp 1-12 (2018)
Accession number :
edsair.doi.dedup.....066be969a60027989f829416b3834f9e