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Integrated systems biology approach identifies gene targets for endothelial dysfunction.
Pinheiro-de-Sousa, Iguaracy; Fonseca-Alaniz, Miriam Helena; Giudice, Girolamo; Valadão, Iuri Cordeiro; Modestia, Silvestre Massimo; Mattioli, Sarah Viana; Junior, Ricardo Rosa; Zalmas, Lykourgos-Panagiotis; Fang, Yun; Petsalaki, Evangelia; Krieger, José Eduardo.
Afiliação
  • Pinheiro-de-Sousa I; Laboratory of Genetics and Molecular Cardiology, Heart Institute (InCor)/University of São Paulo Medical School, São Paulo, Brazil.
  • Fonseca-Alaniz MH; European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK.
  • Giudice G; Laboratory of Genetics and Molecular Cardiology, Heart Institute (InCor)/University of São Paulo Medical School, São Paulo, Brazil.
  • Valadão IC; European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK.
  • Modestia SM; Laboratory of Genetics and Molecular Cardiology, Heart Institute (InCor)/University of São Paulo Medical School, São Paulo, Brazil.
  • Mattioli SV; Laboratory of Genetics and Molecular Cardiology, Heart Institute (InCor)/University of São Paulo Medical School, São Paulo, Brazil.
  • Junior RR; Laboratory of Genetics and Molecular Cardiology, Heart Institute (InCor)/University of São Paulo Medical School, São Paulo, Brazil.
  • Zalmas LP; Department of Biophysics and Pharmacology, Institute of Biosciences of Botucatu, Universidade Estadual Paulista, Botucatu, Brazil.
  • Fang Y; Laboratory of Genetics and Molecular Cardiology, Heart Institute (InCor)/University of São Paulo Medical School, São Paulo, Brazil.
  • Petsalaki E; Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Cambridge, UK.
  • Krieger JE; Open Targets, Wellcome Genome Campus, Cambridge, UK.
Mol Syst Biol ; 19(12): e11462, 2023 Dec 06.
Article em En | MEDLINE | ID: mdl-38031960
Endothelial dysfunction (ED) is critical in the development and progression of cardiovascular (CV) disorders, yet effective therapeutic targets for ED remain elusive due to limited understanding of its underlying molecular mechanisms. To address this gap, we employed a systems biology approach to identify potential targets for ED. Our study combined multi omics data integration, with siRNA screening, high content imaging and network analysis to prioritise key ED genes and identify a pro- and anti-ED network. We found 26 genes that, upon silencing, exacerbated the ED phenotypes tested, and network propagation identified a pro-ED network enriched in functions associated with inflammatory responses. Conversely, 31 genes ameliorated ED phenotypes, pointing to potential ED targets, and the respective anti-ED network was enriched in hypoxia, angiogenesis and cancer-related processes. An independent screen with 17 drugs found general agreement with the trends from our siRNA screen and further highlighted DUSP1, IL6 and CCL2 as potential candidates for targeting ED. Overall, our results demonstrate the potential of integrated system biology approaches in discovering disease-specific candidate drug targets for endothelial dysfunction.
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Biologia de Sistemas Idioma: En Ano de publicação: 2023 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Biologia de Sistemas Idioma: En Ano de publicação: 2023 Tipo de documento: Article