Biomarkers of nanomaterials hazard from multi-layer data
Biomarkers of nanomaterials hazard from multi-layer data
About this item
Full title
Author / Creator
Fortino, Vittorio , Kinaret, Pia Anneli Sofia , Fratello, Michele , Serra, Angela , Saarimäki, Laura Aliisa , Gallud, Audrey , Gupta, Govind , Vales, Gerard , Correia, Manuel , Rasool, Omid , Ytterberg, Jimmy , Monopoli, Marco , Skoog, Tiina , Ritchie, Peter , Moya, Sergio , Vázquez-Campos, Socorro , Handy, Richard , Grafström, Roland , Tran, Lang , Zubarev, Roman , Lahesmaa, Riitta , Dawson, Kenneth , Loeschner, Katrin , Larsen, Erik Husfeldt , Krombach, Fritz , Norppa, Hannu , Kere, Juha , Savolainen, Kai , Alenius, Harri , Fadeel, Bengt and Greco, Dario
Publisher
London: Nature Publishing Group UK
Journal title
Language
English
Formats
Publication information
Publisher
London: Nature Publishing Group UK
Subjects
More information
Scope and Contents
Contents
There is an urgent need to apply effective, data-driven approaches to reliably predict engineered nanomaterial (ENM) toxicity. Here we introduce a predictive computational framework based on the molecular and phenotypic effects of a large panel of ENMs across multiple in vitro and in vivo models. Our methodology allows for the grouping of ENMs base...
Alternative Titles
Full title
Biomarkers of nanomaterials hazard from multi-layer data
Authors, Artists and Contributors
Author / Creator
Kinaret, Pia Anneli Sofia
Fratello, Michele
Serra, Angela
Saarimäki, Laura Aliisa
Gallud, Audrey
Gupta, Govind
Vales, Gerard
Correia, Manuel
Rasool, Omid
Ytterberg, Jimmy
Monopoli, Marco
Skoog, Tiina
Ritchie, Peter
Moya, Sergio
Vázquez-Campos, Socorro
Handy, Richard
Grafström, Roland
Tran, Lang
Zubarev, Roman
Lahesmaa, Riitta
Dawson, Kenneth
Loeschner, Katrin
Larsen, Erik Husfeldt
Krombach, Fritz
Norppa, Hannu
Kere, Juha
Savolainen, Kai
Alenius, Harri
Fadeel, Bengt
Greco, Dario
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_cd868a81e9ec4d95b4b5c073cf9197e3
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_cd868a81e9ec4d95b4b5c073cf9197e3
Other Identifiers
ISSN
2041-1723
E-ISSN
2041-1723
DOI
10.1038/s41467-022-31609-5
