Aggregation behavior of nanoparticles: Revisiting the phase diagram of colloids

Surface functionalization of metal nanoparticles (NPs), e.g., using peptides and proteins, has recently attracted a considerable attention in the field of design of therapeutics and diagnostics. The possibility of diverse functionalization allows them to selectively interact with proteins, while the...

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Main Authors: Margherita Bini, Giorgia Brancolini, Valentina Tozzini
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Molecular Biosciences
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmolb.2022.986223/full
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author Margherita Bini
Giorgia Brancolini
Valentina Tozzini
author_facet Margherita Bini
Giorgia Brancolini
Valentina Tozzini
author_sort Margherita Bini
collection DOAJ
description Surface functionalization of metal nanoparticles (NPs), e.g., using peptides and proteins, has recently attracted a considerable attention in the field of design of therapeutics and diagnostics. The possibility of diverse functionalization allows them to selectively interact with proteins, while the metal core ensures solubility, making them tunable therapeutic agents against diseases due to mis-folding or aggregation. On the other hand, their action is limited by possible self-aggregation, which could be, however, prevented based on the full understanding of their phase diagram as a function of the environmental variables (temperature, ionic strength of the solution, concentration) and intrinsic characteristics (size, charge, amount, and type of functional groups). A common modeling strategy to study the phase behavior is to represent the NPs as spheres interacting via effective potentials implicitly accounting for the solvation effects. Their size put the NPs into the class of colloids, albeit with particularly complex interactions including both attractive and repulsive features, and a consequently complex phase diagram. In this work, we review the studies exploring the phases of these systems starting from those with only attractive or repulsive interactions, displaying a simpler disperse-clustered-aggregated transitions. The phase diagram is here interpreted focusing on the universal aspects, i.e., those dependent on the general feature of the potentials, and available data are organized in a parametric phase diagram. We then consider the potentials with competing attractive short range well and average-long-range repulsive tail, better representing the NPs. Through the proper combination of the attractive only and repulsive only potentials, we are able to interpret the appearance of novel phases, characterized by aggregates with different structural characteristics. We identify the essential parameters that stabilize the disperse phase potentially useful to optimize NP therapeutic activity and indicate how to tune the phase behavior by changing environmental conditions or the NP chemical–physical properties.
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spelling doaj.art-81e478ccf7a14a6a9333d79ccd9844322022-12-22T04:02:58ZengFrontiers Media S.A.Frontiers in Molecular Biosciences2296-889X2022-09-01910.3389/fmolb.2022.986223986223Aggregation behavior of nanoparticles: Revisiting the phase diagram of colloidsMargherita Bini0Giorgia Brancolini1Valentina Tozzini2Istituto Nanoscienze—CNR, Lab NEST SNS, Pisa, ItalyIstituto Nanoscienze—CNR, Center S3, Modena, ItalyIstituto Nanoscienze—CNR, Lab NEST SNS, Pisa, ItalySurface functionalization of metal nanoparticles (NPs), e.g., using peptides and proteins, has recently attracted a considerable attention in the field of design of therapeutics and diagnostics. The possibility of diverse functionalization allows them to selectively interact with proteins, while the metal core ensures solubility, making them tunable therapeutic agents against diseases due to mis-folding or aggregation. On the other hand, their action is limited by possible self-aggregation, which could be, however, prevented based on the full understanding of their phase diagram as a function of the environmental variables (temperature, ionic strength of the solution, concentration) and intrinsic characteristics (size, charge, amount, and type of functional groups). A common modeling strategy to study the phase behavior is to represent the NPs as spheres interacting via effective potentials implicitly accounting for the solvation effects. Their size put the NPs into the class of colloids, albeit with particularly complex interactions including both attractive and repulsive features, and a consequently complex phase diagram. In this work, we review the studies exploring the phases of these systems starting from those with only attractive or repulsive interactions, displaying a simpler disperse-clustered-aggregated transitions. The phase diagram is here interpreted focusing on the universal aspects, i.e., those dependent on the general feature of the potentials, and available data are organized in a parametric phase diagram. We then consider the potentials with competing attractive short range well and average-long-range repulsive tail, better representing the NPs. Through the proper combination of the attractive only and repulsive only potentials, we are able to interpret the appearance of novel phases, characterized by aggregates with different structural characteristics. We identify the essential parameters that stabilize the disperse phase potentially useful to optimize NP therapeutic activity and indicate how to tune the phase behavior by changing environmental conditions or the NP chemical–physical properties.https://www.frontiersin.org/articles/10.3389/fmolb.2022.986223/fullbio-functionalized metal nanoparticlescolloidsclassical molecular dynamicslow-resolution modelseffective potentialsaggregation phase diagrams
spellingShingle Margherita Bini
Giorgia Brancolini
Valentina Tozzini
Aggregation behavior of nanoparticles: Revisiting the phase diagram of colloids
Frontiers in Molecular Biosciences
bio-functionalized metal nanoparticles
colloids
classical molecular dynamics
low-resolution models
effective potentials
aggregation phase diagrams
title Aggregation behavior of nanoparticles: Revisiting the phase diagram of colloids
title_full Aggregation behavior of nanoparticles: Revisiting the phase diagram of colloids
title_fullStr Aggregation behavior of nanoparticles: Revisiting the phase diagram of colloids
title_full_unstemmed Aggregation behavior of nanoparticles: Revisiting the phase diagram of colloids
title_short Aggregation behavior of nanoparticles: Revisiting the phase diagram of colloids
title_sort aggregation behavior of nanoparticles revisiting the phase diagram of colloids
topic bio-functionalized metal nanoparticles
colloids
classical molecular dynamics
low-resolution models
effective potentials
aggregation phase diagrams
url https://www.frontiersin.org/articles/10.3389/fmolb.2022.986223/full
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AT valentinatozzini aggregationbehaviorofnanoparticlesrevisitingthephasediagramofcolloids