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Tavares JM, Antunes GC, Dias CS, Telo da Gama MM, Araújo NAM. Smoluchowski equations for linker-mediated irreversible aggregation. SOFT MATTER 2020; 16:7513-7523. [PMID: 32700709 DOI: 10.1039/d0sm00674b] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
We developed a generalized Smoluchowski framework to study linker-mediated aggregation, where linkers and particles are explicitly taken into account. We assume that the bonds between linkers and particles are irreversible, and that clustering occurs through limited diffusion aggregation. The kernel is chosen by analogy with single-component diffusive aggregation but the clusters are distinguished by their number of particles and linkers. We found that the dynamics depends on three relevant factors, all tunable experimentally: (i) the ratio of the diffusion coefficients of particles and linkers; (ii) the relative number of particles and linkers; and (iii) the maximum number of linkers that may bond to a single particle. To solve the Smoluchoski equations analytically we employ a scaling hypothesis that renders the fraction of bondable sites of a cluster independent of the size of the cluster, at each instant. We perform numerical simulations of the corresponding lattice model to test this hypothesis. We obtain results for the asymptotic limit, and the time evolution of the bonding probabilities and the size distribution of the clusters. These findings are in agreement with experimental results reported in the literature and shed light on unexplained experimental observations.
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Affiliation(s)
- J M Tavares
- Centro de Física Teórica e Computacional, Universidade de Lisboa, 1749-016 Lisboa, Portugal. and Instituto Superior de Engenharia de Lisboa, ISEL, Avenida Conselheiro Emídio Navarro, 1 1950-062 Lisboa, Portugal
| | - G C Antunes
- Centro de Física Teórica e Computacional, Universidade de Lisboa, 1749-016 Lisboa, Portugal. and Departamento de Física, Faculdade de Ciências, Universidade de Lisboa, 1749-016 Lisboa, Portugal and Max Planck Institute for Intelligent Systems, Stuttgart, Germany. and Institute for Theoretical Physics IV, University of Stuttgart, Pfaffenwaldring 57, 70569, Stuttgart, Germany
| | - C S Dias
- Centro de Física Teórica e Computacional, Universidade de Lisboa, 1749-016 Lisboa, Portugal. and Departamento de Física, Faculdade de Ciências, Universidade de Lisboa, 1749-016 Lisboa, Portugal
| | - M M Telo da Gama
- Centro de Física Teórica e Computacional, Universidade de Lisboa, 1749-016 Lisboa, Portugal. and Departamento de Física, Faculdade de Ciências, Universidade de Lisboa, 1749-016 Lisboa, Portugal
| | - N A M Araújo
- Centro de Física Teórica e Computacional, Universidade de Lisboa, 1749-016 Lisboa, Portugal. and Departamento de Física, Faculdade de Ciências, Universidade de Lisboa, 1749-016 Lisboa, Portugal
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Niide T, Manabe N, Nakazawa H, Akagi K, Hattori T, Kumagai I, Umetsu M. Complementary Design for Pairing between Two Types of Nanoparticles Mediated by a Bispecific Antibody: Bottom-Up Formation of Porous Materials from Nanoparticles. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2019; 35:3067-3076. [PMID: 30689940 DOI: 10.1021/acs.langmuir.8b03687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Recent advances in biotechnology have enabled the generation of antibodies with high affinity for the surfaces of specific inorganic materials. Herein, we report the synthesis of functional materials from multiple nanomaterials by using a small bispecific antibody recombinantly constructed from gold-binding and ZnO-binding antibody fragments. The bispecific antibody-mediated spontaneous linkage of gold and ZnO nanoparticles forms a binary gold-ZnO nanoparticle composite membrane. The relatively low melting point of the gold nanoparticles and the solubility of ZnO in dilute acidic solution then allowed for the bottom-up synthesis of a nanoporous gold membrane by means of a low-energy, low-environmental-load protocol. The nanoporous gold membrane showed high catalytic activity for the reduction of p-nitrophenol to p-aminophenol by sodium borohydride. Here, we show the potential utility of nanoparticle pairing mediated by bispecific antibodies for the bottom-up construction of nanostructured materials from multiple nanomaterials.
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Affiliation(s)
- Teppei Niide
- Department of Biomolecular Engineering, Graduate School of Engineering , Tohoku University , Aoba 6-6-11, Aramaki , Aoba-ku, Sendai 980-8579 , Japan
| | - Noriyoshi Manabe
- Department of Biomolecular Engineering, Graduate School of Engineering , Tohoku University , Aoba 6-6-11, Aramaki , Aoba-ku, Sendai 980-8579 , Japan
| | - Hikaru Nakazawa
- Department of Biomolecular Engineering, Graduate School of Engineering , Tohoku University , Aoba 6-6-11, Aramaki , Aoba-ku, Sendai 980-8579 , Japan
| | - Kazuto Akagi
- Advanced Institute for Materials Research , Tohoku University , 2-1-1 Katahira , Aoba-ku, Sendai 980-8577 , Japan
| | - Takamitsu Hattori
- Department of Biomolecular Engineering, Graduate School of Engineering , Tohoku University , Aoba 6-6-11, Aramaki , Aoba-ku, Sendai 980-8579 , Japan
| | - Izumi Kumagai
- Department of Biomolecular Engineering, Graduate School of Engineering , Tohoku University , Aoba 6-6-11, Aramaki , Aoba-ku, Sendai 980-8579 , Japan
| | - Mitsuo Umetsu
- Department of Biomolecular Engineering, Graduate School of Engineering , Tohoku University , Aoba 6-6-11, Aramaki , Aoba-ku, Sendai 980-8579 , Japan
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Model mixtures evidence the respective roles of whey protein particles and casein micelles during acid gelation. Food Hydrocoll 2014. [DOI: 10.1016/j.foodhyd.2013.10.019] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Baker BA, Milam VT. DNA density-dependent assembly behavior of colloidal micelles. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2010; 26:9818-9826. [PMID: 20349914 DOI: 10.1021/la100077f] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
A key advantage of DNA-mediated colloidal assembly is the ability to tune the strength of adhesion between particles based on sequence characteristics. In the current study, we have investigated DNA-mediated assembly of polystyrene colloidal particles as a function of sequence length, sequence fidelity, and probe density for DNA sequences patterned from the Salmonella genome. The results of our work indicate that the density of DNA probe strands heavily influences the ability of immobilized sequences to hybridize between surfaces of bidisperse colloidal particles. Incubating suspensions at higher temperatures (to minimize secondary structures that might otherwise compromise duplex formation) was also found to have less effect than duplex density on DNA-mediated particle assembly. We believe these results may add to the understanding and design considerations of directed particle assembly using DNA hybridization, especially in the submicrometer and micrometer size regime.
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Affiliation(s)
- Bryan A Baker
- School of Materials Science & Engineering, Georgia Institute of Technology, 771 Ferst Drive NW, Atlanta, Georgia 30332-0245, USA
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Doppelbauer G, Bianchi E, Kahl G. Self-assembly scenarios of patchy colloidal particles in two dimensions. JOURNAL OF PHYSICS. CONDENSED MATTER : AN INSTITUTE OF PHYSICS JOURNAL 2010; 22:104105. [PMID: 21389439 DOI: 10.1088/0953-8984/22/10/104105] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
We have investigated the self-assembly scenario of patchy colloidal particles in a two-dimensional system. The energetically most favourable ordered particle arrangements have been identified via an optimization tool that is based on genetic algorithms. Assuming different simple models for patchy colloidal particles, which include binary mixtures as well as attraction and repulsion between the patches, we could identify a broad variety of highly non-trivial ordered structures. The strategies of the systems to self-assemble become evident from a systematic variation of the pressure: (i) saturation of patch bonds at low pressure and close packing at high pressure and (ii) for intermediate pressure values, the strategy is governed by a trade-off between these two energetic aspects. The present study is yet another demonstration of the efficiency and the high reliability of genetic algorithms as versatile optimization tools.
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Affiliation(s)
- Günther Doppelbauer
- Institut für Theoretische Physik and Center for Computational Materials Science, Technische Universität Wien, Wiedner Hauptstraße 8-10, A-1040 Wien, Austria.
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Russo J, Tartaglia P, Sciortino F. Reversible gels of patchy particles: role of the valence. J Chem Phys 2009; 131:014504. [PMID: 19586107 DOI: 10.1063/1.3153843] [Citation(s) in RCA: 111] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
We simulate a binary mixture of colloidal patchy particles with two and three patches, respectively, for several relative concentrations and hence relative average valences. For these limited-valence systems, it is possible to reach low temperatures, where the lifetime of the patch-patch interactions becomes longer than the observation time without encountering phase separation in a colloid-poor (gas) and a colloid rich (liquid) phase. The resulting arrested state is a fully connected long-lived network where particles with three patches provide the branching points connecting chains of two-patch particles. We investigate the effect of the valence on the structural and dynamic properties of the resulting gel and attempt to provide a theoretical description of the formation and of the resulting gel structure based on a combination of the Wertheim theory for associated liquids and the Flory-Stockmayer approach for modeling chemical gelation.
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Affiliation(s)
- John Russo
- Dipartimento di Fisica and INFM-CNR-SOFT, Università di Roma La Sapienza, Piazzale A. Moro 2, 00185 Roma, Italy.
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Ghofraniha N, Andreozzi P, Russo J, La Mesa C, Sciortino F. Assembly Kinetics in Binary Mixtures of Strongly Attractive Colloids. J Phys Chem B 2009; 113:6775-81. [DOI: 10.1021/jp807999n] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Neda Ghofraniha
- Dipartimento di Fisica, Dipartimento di Chimica, and SOFT-INFM-CNR, c/o Universita’ “La Sapienza”, Piazzale Aldo Moro 5, 00185 Roma, Italy
| | - Patrizia Andreozzi
- Dipartimento di Fisica, Dipartimento di Chimica, and SOFT-INFM-CNR, c/o Universita’ “La Sapienza”, Piazzale Aldo Moro 5, 00185 Roma, Italy
| | - John Russo
- Dipartimento di Fisica, Dipartimento di Chimica, and SOFT-INFM-CNR, c/o Universita’ “La Sapienza”, Piazzale Aldo Moro 5, 00185 Roma, Italy
| | - Camillo La Mesa
- Dipartimento di Fisica, Dipartimento di Chimica, and SOFT-INFM-CNR, c/o Universita’ “La Sapienza”, Piazzale Aldo Moro 5, 00185 Roma, Italy
| | - Francesco Sciortino
- Dipartimento di Fisica, Dipartimento di Chimica, and SOFT-INFM-CNR, c/o Universita’ “La Sapienza”, Piazzale Aldo Moro 5, 00185 Roma, Italy
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Bianchi E, Tartaglia P, Zaccarelli E, Sciortino F. Theoretical and numerical study of the phase diagram of patchy colloids: ordered and disordered patch arrangements. J Chem Phys 2008; 128:144504. [PMID: 18412456 DOI: 10.1063/1.2888997] [Citation(s) in RCA: 116] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
We report theoretical and numerical evaluations of the phase diagram for a model of patchy particles. Specifically, we study hard spheres whose surface is decorated by a small number f of identical sites ("sticky spots") interacting via a short-ranged square-well attraction. We theoretically evaluate, solving the Wertheim theory, the location of the critical point and the gas-liquid coexistence line for several values of f and compare them to the results of Gibbs and grand canonical Monte Carlo simulations. We study both ordered and disordered arrangements of the sites on the hard-sphere surface and confirm that patchiness has a strong effect on the phase diagram: the gas-liquid coexistence region in the temperature-density plane is significantly reduced as f decreases. We also theoretically evaluate the locus of specific heat maxima and the percolation line.
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Affiliation(s)
- Emanuela Bianchi
- Dipartimento di Fisica and INFM-CRS-SMC, Università di Roma La Sapienza, Piazzale A. Moro 2, 00185 Roma, Italy
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Corezzi S, De Michele C, Zaccarelli E, Fioretto D, Sciortino F. A molecular dynamics study of chemical gelation in a patchy particle model. SOFT MATTER 2008; 4:1173-1177. [PMID: 32907259 DOI: 10.1039/b719872h] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
We report event-driven molecular dynamics simulations of the irreversible gelation of hard ellipsoids of revolution containing several associating groups, characterizing how the cluster size distribution evolves as a function of the extent of reaction, both below and above the gel point. We find that over a very large interval of values of the extent of reaction, parameter-free mean-field predictions are extremely accurate, providing evidence that in this model the Ginzburg zone near the gel point, where non-mean field effects are important, is very limited. We also find that the Flory's hypothesis for the post-gelation regime properly describes the connectivity of the clusters even if the long-time limit of the extent of reaction does not reach the fully reacted state. This study shows that irreversibly aggregating asymmetric hard-core patchy particles may provide a close realization of the mean-field model, for which available theoretical predictions may help control the structure and the connectivity of the gel state. Besides chemical gels, the model is relevant to network-forming soft materials like systems with bioselective interactions, functionalized molecules and patchy colloids.
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Affiliation(s)
- Silvia Corezzi
- CNR-INFM Polylab, Università di Pisa, Largo Pontercorvo 3, Pisa, I-56127, Italy and Dipartimento di Fisica, Università di Perugia, Via A. Pascoli, Perugia, I-06100, Italy
| | - Cristiano De Michele
- CNR-INFM CRS Soft, Università di Roma, 'La Sapienza', P. le A. Moro 2, Roma, I-00185, Italy and Dipartimento di Fisica, Università di Roma, 'La Sapienza', P. le A. Moro 2, Roma, I-00185, Italy
| | - Emanuela Zaccarelli
- CNR-INFM CRS Soft, Università di Roma, 'La Sapienza', P. le A. Moro 2, Roma, I-00185, Italy and Dipartimento di Fisica, Università di Roma, 'La Sapienza', P. le A. Moro 2, Roma, I-00185, Italy
| | - Daniele Fioretto
- Dipartimento di Fisica, Università di Perugia, Via A. Pascoli, Perugia, I-06100, Italy and CNR-INFM CRS Soft, Università di Roma, 'La Sapienza', P. le A. Moro 2, Roma, I-00185, Italy
| | - Francesco Sciortino
- CNR-INFM CRS Soft, Università di Roma, 'La Sapienza', P. le A. Moro 2, Roma, I-00185, Italy and Dipartimento di Fisica, Università di Roma, 'La Sapienza', P. le A. Moro 2, Roma, I-00185, Italy
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Zaccarelli E, Sciortino F, Tartaglia P. A spherical model with directional interactions. I. Static properties. J Chem Phys 2007; 127:174501. [DOI: 10.1063/1.2799522] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Largo J, Starr FW, Sciortino F. Self-assembling DNA dendrimers: a numerical study. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2007; 23:5896-905. [PMID: 17439252 DOI: 10.1021/la063036z] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
DNA is increasingly used as a specific linker to template nanostructured materials. We present a molecular dynamics simulation study of a simple DNA-dendrimer model designed to capture the basic characteristics of the biological interactions, where selectivity and strong cooperativity play an important role. Exploring a large set of densities and temperatures, we follow the progressive formation of a percolating large-scale network whose connectivity can be described by random percolation theory. We identify the relative regions of network formation and kinetic arrest versus phase separation and show that the location of the two-phase region can be interpreted in the same framework as reduced valency models. This correspondence provides guidelines for designing stable, equilibrium self-assembled low-density networks. Finally, we demonstrate a relation between bonding and dynamics, by showing that the temperature dependence of the diffusion constant is controlled by the number of fully unbonded dendrimers.
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Affiliation(s)
- Julio Largo
- Dipartimento di Fisica and INFM-CNR-SOFT, Universita di Roma La Sapienza, Piazzale A. Moro 2, 00185 Roma, Italy.
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