vulcanSpot: a tool to prioritize therapeutic vulnerabilities in cancer.

Perales-Patón, Javier; Di Domenico, Tomás; Fustero-Torre, Coral; Piñeiro-Yáñez, Elena; Carretero-Puche, Carlos; Tejero, Héctor; Valencia, Alfonso; Gómez-López, Gonzalo et al. · Bioinformatics · 2019

basic_science · Level V

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Abstract

MOTIVATION: Genetic alterations lead to tumor progression and cell survival but also uncover cancer-specific vulnerabilities on gene dependencies that can be therapeutically exploited. RESULTS: vulcanSpot is a novel computational approach implemented to expand the therapeutic options in cancer beyond known-driver genes unlocking alternative ways to target undruggable genes. The method integrates genome-wide information provided by massive screening experiments to detect genetic vulnerabilities associated to tumors. Then, vulcanSpot prioritizes drugs to target cancer-specific gene dependencies using a weighted scoring system based on well known drug-gene relationships and drug repositioning strategies. AVAILABILITY AND IMPLEMENTATION: http://www.vulcanspot.org. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.

Medical subject headings