TECHNICAL REPORTS
1909
Unique forms of manufactured nanomaterials, nanoparticles,
and their suspensions are rapidly being created by manipulating
properties such as shape, size, structure, and chemical
composition and through incorporation of surface coatings.
Although these properties make nanomaterial development
interesting for new applications, they also challenge the ability
of colloid science to understand nanoparticle aggregation in
the environment and the subsequent effects on nanomaterial
transport and reactivity. his review briefly covers aggregation
theory focusing on Derjaguin-Landau-Verwey-Overbeak
(DLVO)-based models most commonly used to describe
the thermodynamic interactions between two particles in a
suspension. A discussion of the challenges to DLVO posed by
the properties of nanomaterials follows, along with examples
from the literature. Examples from the literature highlighting
the importance of aggregation effects on transport and reactivity
and risk of nanoparticles in the environment are discussed.
Nanoparticle Aggregation: Challenges to Understanding Transport and Reactivity
in the Environment
Ernest M. Hotze, Tanapon Phenrat, and Gregory V. Lowry* Carnegie Mellon University
A
s of the submission date of this review, approximately
4700 articles on nanoparticle (NP)-related topics have been
published in the calendar year 2009 alone (hompson Reuters,
2009). Many of these papers discuss novel particles, and applica-
tions of nanomaterials along with their use in consumer products
are expanding rapidly (Project on Emerging Nanotechnologies,
2009). For example, nanomaterials are used for environmental
clean-up and biomedical applications (Alivisatos, 2001; Liu et al.,
2005). his expansion in applications, and the incorporation of
“nano” ingredients into products that may be released during the
life cycle of those products, will increase the occurrence of manu-
factured nanomaterials in the environment. For example, the
leaching of silver NPs used as antimicrobial agents in cloth was
recently reported (Benn and Westerhoff, 2008). Unintentionally
or intentionally, manufactured NPs might come into contact with
biological receptors. For this reason, the risk of nanomaterials to
humans and to the environment garners attention from the scien-
tific community, governmental agencies, and public stakeholders.
Nanoparticless in engineered or environmental systems could
be thought of as dispersions of primary particles. However, pri-
mary NPs tend to aggregate into clusters up to several microns
in size (Brant et al., 2007; Chen and Elimelech, 2007; Jiang et
al., 2009; Limbach et al., 2005; Phenrat et al., 2008). herefore,
NP aggregation plays an important role in determining reactivity,
toxicity, fate, transport, and risk in the environment. he critical
role of aggregation in environmental implications had occasion-
ally been ignored (Baveye and Laba, 2008), but many recent stud-
ies have begun applying colloid science principles, based around
Derjaguin-Landau-Verwey-Overbeak (DLVO) theory, to under-
stand NP aggregation under various conditions. Manufactured
NPs challenge the limits of colloid science, however, due to their
small size, variable shape, structure, composition, and poten-
tial presence of adsorbed or grafted organic macromolecules.
Laboratory aggregation studies, which are covered in detail in this
review, have demonstrated that these challenges, acting simulta-
neously, will ultimately affect how NPs behave in the environ-
ment. Additionally, particles released to the environment undergo
Abbreviations: CT, carbon tetrachloride; D
f
, fractal dimension; DLVO, Derjaguin-Landau-
Verwey-Overbeak; EDL, electrostatic double layer; MWCNT, multi-walled carbon
nanotubes; NOM, natural organic matter; NP, nanoparticle; NZVI, nano zero valent iron;
PZC, point of zero charge; ROS, reactive oxygen species; V
elas
, elastic-steric potential; V
OSM
,
osmotic potential; XDLVO, extended Derjaguin-Landau-Verwey-Overbeak.
Center for Environmental Implications of NanoTechnology (CEINT) and Deps. of Civil
& Environmental Engineering, Carnegie Mellon Univ., Pittsburgh, PA 15213-3890.
Assigned to Associate Editor Dionysios Dionysiou.
Copyright © 2010 by the American Society of Agronomy, Crop Science
Society of America, and Soil Science Society of America. All rights
reserved. No part of this periodical may be reproduced or transmitted
in any form or by any means, electronic or mechanical, including pho-
tocopying, recording, or any information storage and retrieval system,
without permission in writing from the publisher.
J. Environ. Qual. 39:1909–1924 (2010)
doi:10.2134/jeq2009.0462
Published online 20 May 2010.
Received 18 Nov. 2009.
*Corresponding author (glowry@andrew.cmu.edu).
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