PMID- 24517450 OWN - NLM STAT- MEDLINE DCOM- 20141118 LR - 20220317 IS - 1936-086X (Electronic) IS - 1936-0851 (Linking) VI - 8 IP - 3 DP - 2014 Mar 25 TI - Protein corona fingerprinting predicts the cellular interaction of gold and silver nanoparticles. PG - 2439-55 LID - 10.1021/nn406018q [doi] AB - Using quantitative models to predict the biological interactions of nanoparticles will accelerate the translation of nanotechnology. Here, we characterized the serum protein corona 'fingerprint' formed around a library of 105 surface-modified gold nanoparticles. Applying a bioinformatics-inspired approach, we developed a multivariate model that uses the protein corona fingerprint to predict cell association 50% more accurately than a model that uses parameters describing nanoparticle size, aggregation state, and surface charge. Our model implicates a set of hyaluronan-binding proteins as mediators of nanoparticle-cell interactions. This study establishes a framework for developing a comprehensive database of protein corona fingerprints and biological responses for multiple nanoparticle types. Such a database can be used to develop quantitative relationships that predict the biological responses to nanoparticles and will aid in uncovering the fundamental mechanisms of nano-bio interactions. FAU - Walkey, Carl D AU - Walkey CD AD - Institute of Biomaterials and Biomedical Engineering, double daggerBanting and Best Department of Medical Research, section signDonnelly Centre for Cellular and Biomolecular Research, perpendicularDepartment of Chemical Engineering, parallelDepartment of Chemistry, #Department of Materials Science and Engineering, University of Toronto , Toronto, Ontario, Canada M5S 3G9. FAU - Olsen, Jonathan B AU - Olsen JB FAU - Song, Fayi AU - Song F FAU - Liu, Rong AU - Liu R FAU - Guo, Hongbo AU - Guo H FAU - Olsen, D Wesley H AU - Olsen DW FAU - Cohen, Yoram AU - Cohen Y FAU - Emili, Andrew AU - Emili A FAU - Chan, Warren C W AU - Chan WC LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't PT - Research Support, U.S. Gov't, Non-P.H.S. DEP - 20140225 PL - United States TA - ACS Nano JT - ACS nano JID - 101313589 RN - 0 (Blood Proteins) RN - 3M4G523W1G (Silver) RN - 7440-57-5 (Gold) SB - IM CIN - ACS Nano. 2015 Jun 23;9(6):5634-5. PMID: 26100222 MH - Blood Proteins/*metabolism MH - Cell Line MH - Gold/*chemistry/*metabolism MH - Humans MH - *Metal Nanoparticles MH - Nanotechnology MH - Particle Size MH - Protein Binding MH - Silver/*chemistry/*metabolism EDAT- 2014/02/13 06:00 MHDA- 2014/11/19 06:00 CRDT- 2014/02/13 06:00 PHST- 2014/02/13 06:00 [entrez] PHST- 2014/02/13 06:00 [pubmed] PHST- 2014/11/19 06:00 [medline] AID - 10.1021/nn406018q [doi] PST - ppublish SO - ACS Nano. 2014 Mar 25;8(3):2439-55. doi: 10.1021/nn406018q. Epub 2014 Feb 25.