Nanoparticle surface characterization and clustering through concentration-dependent surface adsorption modeling

ACS Nano

Volumn 8, Issue 9, 2014, Pages 9446-9456

  Chen, Ran ^a   Zhang, Yuntao ^a   Darabi Sahneh, Faryad ^a,b   Scoglio, Caterina M ^a,b   Wohlleben, Wendel ^c   Haase, Andrea ^d   Monteiro Riviere, Nancy A ^a   Riviere, Jim E ^a  

^a KANSAS STATE UNIVERSITY   (United States)

^b Kansas State University   (United States)

^c BASF SE   (Germany)

^d FEDERAL INSTITUTE FOR RISK ASSESSMENT   (Germany)

Author keywords

BSAI; in situ characterization; nanomedicine; nanoparticles; nanotoxicology; surface physicochemistry

Indexed keywords

ADSORPTION; MEDICAL NANOTECHNOLOGY; NANOPARTICLES; NANOSTRUCTURED MATERIALS; SURFACE PROPERTIES;

BSAI; CONCENTRATION DEPENDENCE; CONCENTRATION-DEPENDENT; IN-SITU CHARACTERIZATION; NANOTOXICOLOGY; QUANTITATIVE CHARACTERIZATION; QUANTITATIVE PREDICTIVE MODELS; SURFACE CHARACTERIZATION;

CHARACTERIZATION;

NANOPARTICLE;

ADSORPTION; CHEMICAL STRUCTURE; CHEMISTRY; SURFACE PROPERTY;

ADSORPTION; MODELS, MOLECULAR; NANOPARTICLES; SURFACE PROPERTIES;

EID: 84925645499     PISSN: 19360851     EISSN: 1936086X     Source Type: Journal    
DOI: 10.1021/nn503573s     Document Type: Article

References (36)

1. Moyano, D. F.; Rotello, V. M. Nano Meets Biology: Structure and Function at the Nanoparticle Interface Langmuir 2011, 27, 10376-10385
2. Ke, P. C.; Lamm, M. H. A Biophysical Perspective of Understanding Nanoparticles at Large Phys. Chem. Chem. Phys. 2011, 13, 7273-7283
3. Mailänder, V.; Landfester, K. Interaction of Nanoparticles with Cells Biomacromolecules 2009, 10, 2379-2400
4. Nel, A. E.; Mädler, L.; Velegol, D.; Xia, T.; Hoek, E. M. V.; Somasundaran, P.; Klaessig, F.; Castranova, V.; Thompson, M. Understanding Biophysicochemical Interactions at the Nano-Bio Interface Nat. Mater. 2009, 8, 543-557
5. Lewinski, N.; Colvin, V.; Drezek, R. Cytotoxicity of Nanoparticles Small 2008, 4, 26-49
6. Verma, A.; Stellacci, F. Effect of Surface Properties on Nanoparticle-Cell Interactions Small 2009, 6, 1-10
7. Chen, R.; Ratnikova, T. A.; Stone, M. B.; Lin, S.; Lard, M.; Huang, G.; Hudson, J. S.; Ke, P. C. Differential Uptake of Carbon Nanoparticles by Plant and Mammalian Cells Small 2010, 6, 612-617
8. Shi, M.; Kwon, H. S.; Peng, Z.; Elder, A.; Yang, H. Effects of Surface Chemistry on the Generation of Reactive Oxygen Species by Copper Nanoparticles ACS Nano 2012, 6, 2157-2164
9. Pasquini, L. M.; Hashmi, S. M.; Sommer, T. J.; Elimelech, M.; Zimmerman, J. B. Impact of Surface Functionalization on Bacterial Cytotoxicity of Single-Walled Carbon Nanotubes Environ. Sci. Technol. 2012, 46, 6297-6305
10. Podila, R.; Chen, R.; Ke, P. C.; Brown, J. M.; Rao, A. M. Effects of Surface Functional Groups on the Formation of Nanoparticle-Protein Corona Appl. Phys. Lett. 2012, 101, 263701
11. Stone, A. The Theory of Intermolecular Forces; Oxford University Press, 2013; pp 4-7.
12. Xia, X.-R.; Monteiro-Riviere, N. A.; Riviere, J. E. An Index for Characterization of Nanomaterials in Biological Systems Nat. Nanotechnol. 2010, 5, 671-675
13. Xia, X. R.; Monteiro-Riviere, N. A.; Mathur, S.; Song, X.; Xiao, L.; Oldenberg, S. J.; Fadeel, B.; Riviere, J. E. Mapping the Surface Adsorption Forces of Nanomaterials in Biological Systems ACS Nano 2011, 5, 9074-9081
14. Klein, J. Probing the Interactions of Proteins and Nanoparticles Proc. Natl. Acad. Sci. U.S.A. 2007, 104, 2029-2030
15. Lynch, I.; Salvati, A.; Dawson, K. A. Protein-Nanoparticle Interactions: What Does the Cell See? Nat. Nanotechnol. 2009, 4, 546-547
16. Cedervall, T.; Lynch, I.; Lindman, S.; Berggard, T.; Thulin, E.; Nilsson, H.; Dawson, K. A.; Linse, S. Understanding the Nanoparticle-Protein Corona Using Methods to Quantify Exchange Rates and Affinities of Proteins for Nanoparticles Proc. Natl. Acad. Sci. U.S.A. 2007, 104, 2050-2055
17. Laera, S.; Ceccone, G.; Rossi, F.; Gilliland, D.; Hussain, R.; Siligardi, G.; Calzolai, L. Measuring Protein Structure and Stability of Protein-Nanoparticle Systems with Synchrotron Radiation Circular Dichroism Nano Lett. 2011, 11, 4480-4484
18. Sund, J.; Alenius, H.; Vippola, M.; Savolainen, K.; Puustinen, A. Proteomic Characterization of Engineered Nanomaterial-Protein Interactions in Relation to Surface Reactivity ACS Nano 2011, 5, 4300-4309
19. Lynch, I.; Dawson, K. A. Protein-Nanoparticle Interactions Nano Today 2008, 3, 40-47
20. Lynch, I.; Cedervall, T.; Lundqvist, M.; Cabaleiro-Lago, C.; Linse, S.; Dawson, K. A. The Nanoparticle-Protein Complex as a Biological Entity; a Complex Fluids and Surface Science Challenge for the 21st Century Adv. Colloid Interface Sci. 2007, 134-135, 167-174
21. Chen, R.; Choudhary, P.; Schurr, R. N.; Bhattacharya, P.; Brown, J. M.; Ke, P. C. Interaction of Lipid Vesicle with Silver Nanoparticle-Serum Albumin Protein Corona Appl. Phys. Lett. 2012, 100, 013703
22. Chen, R.; Radic, S.; Choudhary, P.; Ledwell, K. G.; Huang, G.; Brown, J. M.; Ke, P. C. Formation and Cell Translocation of Carbon Nanotube-Fibrinogen Protein Corona Appl. Phys. Lett. 2012, 101, 133702
23. Riviere, J. E.; Scoglio, C.; Sahneh, F. D.; Monteiro-Riviere, N. A. Computational Approaches and Metrics Required for Formulating Biologically Realistic Nanomaterial Pharmacokinetic Models Comput. Sci. Discovery 2013, 6, 014005
24. Abraham, M. H. Scales of Solute Hydrogen-Bonding: Their Construction and Application to Physicochemical and Biochemical Processes Chem. Soc. Rev. 1993, 22, 73-83
25. Dehmer, M.; Varmuza, K.; Bonchev, D. Statistical Modelling of Molecular Descriptors in QSAR/QSPR; John Wiley & Sons, 2012; pp 65-68.
26. Karelson, M. Molecular Descriptors in QSAR/QSPR; Wiley-Interscience, 2000; pp 75-120.
27. Apul, O. G.; Wang, Q.; Shao, T.; Rieck, J. R.; Karanfil, T. Predictive Model Development for Adsorption of Aromatic Contaminants by Multi-Walled Carbon Nanotubes Environ. Sci. Technol. 2013, 47, 2295-2303
28. Shih, Y.-H.; Gschwend, P. M. Evaluating Activated Carbon-Water Sorption Coefficients of Organic Compounds Using a Linear Solvation Energy Relationship Approach and Sorbate Chemical Activities Environ. Sci. Technol. 2009, 43, 851-857
29. Zhao, Q.; Yang, K.; Li, W.; Xing, B. Concentration-Dependent Polyparameter Linear Free Energy Relationships to Predict Organic Compound Sorption on Carbon Nanotubes Sci. Rep. 2014, 4, 3888-3888
30. Ruthven, D. M. Principles of Adsorption and Adsorption Processes; John Wiley & Sons, 1984; pp 89-95.
31. Wu, W.; Chen, W.; Lin, D.; Yang, K. Influence of Surface Oxidation of Multiwalled Carbon Nanotubes on the Adsorption Affinity and Capacity of Polar and Nonpolar Organic Compounds in Aqueous Phase Environ. Sci. Technol. 2012, 46, 5446-5454
32. Yang, K.; Xing, B. Adsorption of Organic Compounds by Carbon Nanomaterials in Aqueous Phase: Polanyi Theory and Its Application Chem. Rev. 2010, 110, 5989-6008
33. Aillon, K. L.; Xie, Y.; El-Gendy, N.; Berkland, C. J.; Forrest, M. L. Effects of Nanomaterial Physicochemical Properties on in Vivo Toxicity Adv. Drug Delivery Rev. 2009, 61, 457-466
34. Landsiedel, R.; Ma-Hock, L.; Hofmann, T.; Wiemann, M.; Strauss, V.; Treumann, S.; Wohlleben, W.; Gröters, S.; Wiench, K.; van Ravenzwaay, B. Application of Short-Term Inhalation Studies to Assess the Inhalation Toxicity of Nanomaterials Part. Fibre Toxicol. 2014, 11, 16
35. Wohlleben, W.; Kuhlbusch, T. A. J.; Schnekenburger, J.; Lehr, C.-M. Safety of Nanomaterials along Their Lifecycle: Release, Exposure, and Human Hazards; Taylor & Francis, 2014; pp 76-84.
36. Masel, R. I. Principles of Adsorption and Reaction on Solid Surfaces; John Wiley & Sons, 1996; pp 240-246.