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Reconstruction of the Cytokine Signaling in Lysosomal Storage Diseases by Literature Mining and Network Analysis.
Parolo, Silvia; Tomasoni, Danilo; Bora, Pranami; Ramponi, Alan; Kaddi, Chanchala; Azer, Karim; Domenici, Enrico; Neves-Zaph, Susana; Lombardo, Rosario.
Afiliação
  • Parolo S; Fondazione the Microsoft Research-University of Trento Centre for Computational and Systems Biology, Rovereto, Italy.
  • Tomasoni D; Fondazione the Microsoft Research-University of Trento Centre for Computational and Systems Biology, Rovereto, Italy.
  • Bora P; Fondazione the Microsoft Research-University of Trento Centre for Computational and Systems Biology, Rovereto, Italy.
  • Ramponi A; Fondazione the Microsoft Research-University of Trento Centre for Computational and Systems Biology, Rovereto, Italy.
  • Kaddi C; Data and Data Science - Translational Disease Modeling, Sanofi, Bridgewater, NJ, United States.
  • Azer K; Data and Data Science - Translational Disease Modeling, Sanofi, Bridgewater, NJ, United States.
  • Domenici E; Fondazione the Microsoft Research-University of Trento Centre for Computational and Systems Biology, Rovereto, Italy.
  • Neves-Zaph S; Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy.
  • Lombardo R; Data and Data Science - Translational Disease Modeling, Sanofi, Bridgewater, NJ, United States.
Front Cell Dev Biol ; 9: 703489, 2021.
Article em En | MEDLINE | ID: mdl-34490253
Lysosomal storage diseases (LSDs) are characterized by the abnormal accumulation of substrates in tissues due to the deficiency of lysosomal proteins. Among the numerous clinical manifestations, chronic inflammation has been consistently reported for several LSDs. However, the molecular mechanisms involved in the inflammatory response are still not completely understood. In this study, we performed text-mining and systems biology analyses to investigate the inflammatory signals in three LSDs characterized by sphingolipid accumulation: Gaucher disease, Acid Sphingomyelinase Deficiency (ASMD), and Fabry Disease. We first identified the cytokines linked to the LSDs, and then built on the extracted knowledge to investigate the inflammatory signals. We found numerous transcription factors that are putative regulators of cytokine expression in a cell-specific context, such as the signaling axes controlled by STAT2, JUN, and NR4A2 as candidate regulators of the monocyte Gaucher disease cytokine network. Overall, our results suggest the presence of a complex inflammatory signaling in LSDs involving many cellular and molecular players that could be further investigated as putative targets of anti-inflammatory therapies.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Revista: Front Cell Dev Biol Ano de publicação: 2021 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Revista: Front Cell Dev Biol Ano de publicação: 2021 Tipo de documento: Article