INSIdE NANO: a systems biology framework to contextualize the mechanism-of-action of engineered nanomaterials View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2019-01-17

AUTHORS

Angela Serra, Ivica Letunic, Vittorio Fortino, Richard D. Handy, Bengt Fadeel, Roberto Tagliaferri, Dario Greco

ABSTRACT

Engineered nanomaterials (ENMs) are widely present in our daily lives. Despite the efforts to characterize their mechanism of action in multiple species, their possible implications in human pathologies are still not fully understood. Here we performed an integrated analysis of the effects of ENMs on human health by contextualizing their transcriptional mechanism-of-action with respect to drugs, chemicals and diseases. We built a network of interactions of over 3,000 biological entities and developed a novel computational tool, INSIdE NANO, to infer new knowledge about ENM behavior. We highlight striking association of metal and metal-oxide nanoparticles and major neurodegenerative disorders. Our novel strategy opens possibilities to achieve fast and accurate read-across evaluation of ENMs and other chemicals based on their biosignatures. More... »

PAGES

179

Identifiers

URI

http://scigraph.springernature.com/pub.10.1038/s41598-018-37411-y

DOI

http://dx.doi.org/10.1038/s41598-018-37411-y

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1111390335

PUBMED

https://www.ncbi.nlm.nih.gov/pubmed/30655578


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