151
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Myerson JW, Anselmo AC, Liu Y, Mitragotri S, Eckmann DM, Muzykantov VR. Non-affinity factors modulating vascular targeting of nano- and microcarriers. Adv Drug Deliv Rev 2016; 99:97-112. [PMID: 26596696 PMCID: PMC4798918 DOI: 10.1016/j.addr.2015.10.011] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2015] [Revised: 09/29/2015] [Accepted: 10/09/2015] [Indexed: 12/22/2022]
Abstract
Particles capable of homing and adhering to specific vascular biomarkers have potential as fundamental tools in drug delivery for mediation of a wide variety of pathologies, including inflammation, thrombosis, and pulmonary disorders. The presentation of affinity ligands on the surface of a particle provides a means of targeting the particle to sites of therapeutic interest, but a host of other factors come into play in determining the targeting capacity of the particle. This review presents a summary of several key considerations in nano- and microparticle design that modulate targeted delivery without directly altering epitope-specific affinity. Namely, we describe the effect of factors in definition of the base carrier (including shape, size, and flexibility) on the capacity of carriers to access, adhere to, and integrate in target biological milieus. Furthermore, we present a summary of fundamental dynamics of carrier behavior in circulation, taking into account interactions with cells in circulation and the role of hemodynamics in mediating the direction of carriers to target sites. Finally, we note non-affinity aspects to uptake and intracellular trafficking of carriers in target cells. In total, recent findings presented here may offer an opportunity to capitalize on mitigating factors in the behavior of ligand-targeted carriers in order to optimize targeting.
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152
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Hossain SS, Zhang Y, Fu X, Brunner G, Singh J, Hughes TJR, Shah D, Decuzzi P. Magnetic resonance imaging-based computational modelling of blood flow and nanomedicine deposition in patients with peripheral arterial disease. J R Soc Interface 2016; 12:rsif.2015.0001. [PMID: 25878124 DOI: 10.1098/rsif.2015.0001] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Peripheral arterial disease (PAD) is generally attributed to the progressive vascular accumulation of lipoproteins and circulating monocytes in the vessel walls leading to the formation of atherosclerotic plaques. This is known to be regulated by the local vascular geometry, haemodynamics and biophysical conditions. Here, an isogeometric analysis framework is proposed to analyse the blood flow and vascular deposition of circulating nanoparticles (NPs) into the superficial femoral artery (SFA) of a PAD patient. The local geometry of the blood vessel and the haemodynamic conditions are derived from magnetic resonance imaging (MRI), performed at baseline and at 24 months post intervention. A dramatic improvement in blood flow dynamics is observed post intervention. A 500% increase in peak flow rate is measured in vivo as a consequence of luminal enlargement. Furthermore, blood flow simulations reveal a 32% drop in the mean oscillatory shear index, indicating reduced disturbed flow post intervention. The same patient information (vascular geometry and blood flow) is used to predict in silico in a simulation of the vascular deposition of systemically injected nanomedicines. NPs, targeted to inflammatory vascular molecules including VCAM-1, E-selectin and ICAM-1, are predicted to preferentially accumulate near the stenosis in the baseline configuration, with VCAM-1 providing the highest accumulation (approx. 1.33 and 1.50 times higher concentration than that of ICAM-1 and E-selectin, respectively). Such selective deposition of NPs within the stenosis could be effectively used for the detection and treatment of plaques forming in the SFA. The presented MRI-based computational protocol can be used to analyse data from clinical trials to explore possible correlations between haemodynamics and disease progression in PAD patients, and potentially predict disease occurrence as well as the outcome of an intervention.
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Affiliation(s)
- Shaolie S Hossain
- Department of Translational Imaging, Houston Methodist Hospital Research Institute, Houston, TX, USA Department of Nanomedicine, Houston Methodist Hospital Research Institute, Houston, TX, USA
| | - Yongjie Zhang
- Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Xiaoyi Fu
- Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Gerd Brunner
- Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital Research Institute, Houston, TX, USA Division of Atherosclerosis and Vascular Medicine, Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Jaykrishna Singh
- Department of Translational Imaging, Houston Methodist Hospital Research Institute, Houston, TX, USA Department of Nanomedicine, Houston Methodist Hospital Research Institute, Houston, TX, USA
| | - Thomas J R Hughes
- Institute for Computational Engineering and Sciences, The University of Texas at Austin, Austin, TX, USA
| | - Dipan Shah
- Methodist DeBakey Heart and Vascular Center, Houston Methodist Hospital Research Institute, Houston, TX, USA
| | - Paolo Decuzzi
- Department of Translational Imaging, Houston Methodist Hospital Research Institute, Houston, TX, USA Department of Nanomedicine, Houston Methodist Hospital Research Institute, Houston, TX, USA
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153
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Li Y, Lian Y, Zhang LT, Aldousari SM, Hedia HS, Asiri SA, Liu WK. Cell and nanoparticle transport in tumour microvasculature: the role of size, shape and surface functionality of nanoparticles. Interface Focus 2016; 6:20150086. [PMID: 26855759 DOI: 10.1098/rsfs.2015.0086] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Through nanomedicine, game-changing methods are emerging to deliver drug molecules directly to diseased areas. One of the most promising of these is the targeted delivery of drugs and imaging agents via drug carrier-based platforms. Such drug delivery systems can now be synthesized from a wide range of different materials, made in a number of different shapes, and coated with an array of different organic molecules, including ligands. If optimized, these systems can enhance the efficacy and specificity of delivery compared with those of non-targeted systems. Emerging integrated multiscale experiments, models and simulations have opened the door for endless medical applications. Current bottlenecks in design of the drug-carrying particles are the lack of knowledge about the dispersion of these particles in the microvasculature and of their subsequent internalization by diseased cells (Bao et al. 2014 J. R. Soc. Interface 11, 20140301 (doi:10.1098/rsif.2014.0301)). We describe multiscale modelling techniques that study how drug carriers disperse within the microvasculature. The immersed molecular finite-element method is adopted to simulate whole blood including blood plasma, red blood cells and nanoparticles. With a novel dissipative particle dynamics method, the beginning stages of receptor-driven endocytosis of nanoparticles can be understood in detail. Using this multiscale modelling method, we elucidate how the size, shape and surface functionality of nanoparticles will affect their dispersion in the microvasculature and subsequent internalization by targeted cells.
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Affiliation(s)
- Ying Li
- Department of Mechanical Engineering and Institute of Materials Science , University of Connecticut , Storrs, CT 06269 , USA
| | - Yanping Lian
- Department of Mechanical Engineering , Northwestern University , Evanston, IL 60201 , USA
| | - Lucy T Zhang
- Department of Mechanical, Aerospace and Nuclear Engineering , Rensselaer Polytechnic Institute , Troy, NY 12189 , USA
| | - Saad M Aldousari
- Department of Mechanical Engineering , King Abdulaziz University , Jeddah , Saudi Arabia
| | - Hassan S Hedia
- Department of Mechanical Engineering , King Abdulaziz University , Jeddah , Saudi Arabia
| | - Saeed A Asiri
- Department of Mechanical Engineering , King Abdulaziz University , Jeddah , Saudi Arabia
| | - Wing Kam Liu
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60201, USA; Distinguished Scientists Program Committee, King Abdulaziz University, Jeddah, Saudi Arabia
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154
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Tan J, Keller W, Sohrabi S, Yang J, Liu Y. Characterization of Nanoparticle Dispersion in Red Blood Cell Suspension by the Lattice Boltzmann-Immersed Boundary Method. NANOMATERIALS (BASEL, SWITZERLAND) 2016; 6:E30. [PMID: 28344287 PMCID: PMC5302481 DOI: 10.3390/nano6020030] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Revised: 01/21/2016] [Accepted: 01/25/2016] [Indexed: 11/18/2022]
Abstract
Nanodrug-carrier delivery in the blood stream is strongly influenced by nanoparticle (NP) dispersion. This paper presents a numerical study on NP transport and dispersion in red blood cell (RBC) suspensions under shear and channel flow conditions, utilizing an immersed boundary fluid-structure interaction model with a lattice Boltzmann fluid solver, an elastic cell membrane model and a particle motion model driven by both hydrodynamic loading and Brownian dynamics. The model can capture the multiphase features of the blood flow. Simulations were performed to obtain an empirical formula to predict NP dispersion rate for a range of shear rates and cell concentrations. NP dispersion rate predictions from the formula were then compared to observations from previous experimental and numerical studies. The proposed formula is shown to accurately predict the NP dispersion rate. The simulation results also confirm previous findings that the NP dispersion rate is strongly influenced by local disturbances in the flow due to RBC motion and deformation. The proposed formula provides an efficient method for estimating the NP dispersion rate in modeling NP transport in large-scale vascular networks without explicit RBC and NP models.
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Affiliation(s)
- Jifu Tan
- Department of Mechanical Engineering and Mechanics, Lehigh University, Bethlehem, PA 18015, USA.
| | - Wesley Keller
- Department of Civil and Environmental Engineering, Lehigh University, Bethlehem, PA 18015, USA.
| | - Salman Sohrabi
- Department of Mechanical Engineering and Mechanics, Lehigh University, Bethlehem, PA 18015, USA.
| | - Jie Yang
- School of Mechanics and Engineering, Southwest Jiaotong University, Chengdu 610031, China.
| | - Yaling Liu
- Department of Mechanical Engineering and Mechanics, Lehigh University, Bethlehem, PA 18015, USA.
- Bioengineering Program, Lehigh University, Bethlehem, PA 18015, USA.
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155
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156
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The Importance of Particle Geometry in Design of Therapeutic and Imaging Nanovectors. ADVANCES IN DELIVERY SCIENCE AND TECHNOLOGY 2016. [DOI: 10.1007/978-1-4939-3634-2_8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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157
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Yoon JH, Kim DK, Key J, Lee SW, Lee SY. Adhesion characteristics of nano/micro-sized particles with dual ligands with different interaction distances. RSC Adv 2016. [DOI: 10.1039/c6ra14974j] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Dual ligand conjugated particle for targeted delivery. Rotational dislodging force on the ligand–receptor interaction. Optimal receptor and ligand ratio exist.
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Affiliation(s)
- J. H. Yoon
- Department of Biomedical Engineering
- Yonsei University
- Wonju
- Republic of Korea
| | - D. K. Kim
- Department of Biomedical Engineering
- Yonsei University
- Wonju
- Republic of Korea
| | - J. Key
- Department of Biomedical Engineering
- Yonsei University
- Wonju
- Republic of Korea
| | - S. W. Lee
- Department of Biomedical Engineering
- Yonsei University
- Wonju
- Republic of Korea
| | - S. Y. Lee
- Department of Biomedical Engineering
- Yonsei University
- Wonju
- Republic of Korea
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158
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The Tumor Microenvironment as a Barrier to Cancer Nanotherapy. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2016; 936:165-190. [PMID: 27739048 DOI: 10.1007/978-3-319-42023-3_9] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Although extensive research effort and resources have been dedicated to the development of nanotherapeutics to treat cancer, few formulations have reached clinical application. A major reason is that the large number of parameters available to tune nanotherapy characteristics coupled with the variability in tumor tissue precludes evaluation of complex interactions through experimentation alone. In order to optimize the nanotechnology design and gain further insight into these phenomena, mathematical modeling and computational simulation have been applied to complement empirical work. In this chapter, we discuss modeling work related to nanotherapy and the tumor microenvironment. We first summarize the biology underlying the dysregulated tumor microenvironment, followed by a description of major nano-scale parameters. We then present an overview of the mathematical modeling of cancer nanotherapy, including evaluation of nanotherapy in multi-dimensional tumor tissue, coupling of nanotherapy with vascular flow, modeling of nanotherapy in combination with in vivo imaging, modeling of nanoparticle transport based on in vitro data, modeling of vasculature-bound nanoparticles, evaluation of nanotherapy using pharmacokinetic modeling, and modeling of nano-based hyperthermia. We conclude that an even tighter interdisciplinary effort between biological, material, and physical scientists is needed in order to eventually overcome the tumor microenvironment barrier to successful nanotherapy.
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159
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Curtis LT, Wu M, Lowengrub J, Decuzzi P, Frieboes HB. Computational Modeling of Tumor Response to Drug Release from Vasculature-Bound Nanoparticles. PLoS One 2015; 10:e0144888. [PMID: 26660469 PMCID: PMC4682796 DOI: 10.1371/journal.pone.0144888] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2015] [Accepted: 11/24/2015] [Indexed: 02/04/2023] Open
Abstract
Systemically injected nanoparticle (NPs) targeting tumor vasculature offer a venue for anti-angiogenic therapies as well as cancer detection and imaging. Clinical application has been limited, however, due to the challenge of elucidating the complex interplay of nanotechnology, drug, and tumor parameters. A critical factor representing the likelihood of endothelial adhesion is the NP vascular affinity, a function of vascular receptor expression and NP size and surface-bound ligand density. We propose a theoretical framework to simulate the tumor response to vasculature-bound drug-loaded NPs and examine the interplay between NP distribution and accumulation as a function of NP vascular affinity, size, and drug loading and release characteristics. The results show that uniform spatial distribution coupled with high vascular affinity is achievable for smaller NPs but not for larger sizes. Consequently, small (100 nm) NPs with high vascular affinity are predicted to be more effective than larger (1000 nm) NPs with similar affinity, even though small NPs have lower drug loading and local drug release compared to the larger NPs. Medium vascular affinity coupled with medium or larger sized NPs is also effective due to a more uniform distribution with higher drug loading and release. Low vascular affinity hampered treatment efficacy regardless of NP size, with larger NPs additionally impeded by heterogeneous distribution and drug release. The results further show that increased drug diffusivity mainly benefits heterogeneously distributed NPs, and would negatively affect efficacy otherwise due to increased wash-out. This model system enables evaluation of efficacy for vascular-targeted drug-loaded NPs as a function of critical NP, drug, and tumor parameters.
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Affiliation(s)
- Louis T. Curtis
- Department of Bioengineering, University of Louisville, Louisville, Kentucky, United States of America
| | - Min Wu
- Department of Engineering Sciences and Applied Mathematics, Northwestern University, Chicago, Illinois, United States of America
| | - John Lowengrub
- Department of Mathematics, University of California, Irvine, California, United States of America
- Department of Biomedical Engineering, University of California, Irvine, California, United States of America
- Chao Family Comprehensive Cancer Center, University of California, Irvine, California, United States of America
| | - Paolo Decuzzi
- Department of Translational Imaging and Department of Nanomedicine, Houston Methodist Research Institute, Houston, Texas, United States of America
| | - Hermann B. Frieboes
- Department of Bioengineering, University of Louisville, Louisville, Kentucky, United States of America
- James Graham Brown Cancer Center, University of Louisville, Louisville, Kentucky, United States of America
- * E-mail:
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160
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Wolfram J, Shen H, Ferrari M. Multistage vector (MSV) therapeutics. J Control Release 2015; 219:406-415. [PMID: 26264836 PMCID: PMC4656100 DOI: 10.1016/j.jconrel.2015.08.010] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2015] [Revised: 08/01/2015] [Accepted: 08/04/2015] [Indexed: 12/21/2022]
Abstract
One of the greatest challenges in the field of medicine is obtaining controlled distribution of systemically administered therapeutic agents within the body. Indeed, biological barriers such as physical compartmentalization, pressure gradients, and excretion pathways adversely affect localized delivery of drugs to pathological tissue. The diverse nature of these barriers requires the use of multifunctional drug delivery vehicles that can overcome a wide range of sequential obstacles. In this review, we explore the role of multifunctionality in nanomedicine by primarily focusing on multistage vectors (MSVs). The MSV is an example of a promising therapeutic platform that incorporates several components, including a microparticle, nanoparticles, and small molecules. In particular, these components are activated in a sequential manner in order to successively address transport barriers.
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Affiliation(s)
- Joy Wolfram
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX 77030, USA; CAS Key Laboratory for Biomedical Effects of Nanomaterials & Nanosafety, National Center for Nanoscience & Technology of China, University of Chinese Academy of Sciences, Beijing 100190, China
| | - Haifa Shen
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX 77030, USA; Department of Cell and Developmental Biology, Weill Cornell Medical College, New York, NY 10065, USA
| | - Mauro Ferrari
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX 77030, USA; Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA.
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161
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Peng B, Liu Y, Zhou Y, Yang L, Zhang G, Liu Y. Modeling Nanoparticle Targeting to a Vascular Surface in Shear Flow Through Diffusive Particle Dynamics. NANOSCALE RESEARCH LETTERS 2015; 10:942. [PMID: 26055477 PMCID: PMC4452588 DOI: 10.1186/s11671-015-0942-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2015] [Accepted: 05/15/2015] [Indexed: 05/03/2023]
Abstract
Nanoparticles are regarded as promising carriers for targeted drug delivery and imaging probes. A fundamental understanding of the dynamics of polymeric nanoparticle targeting to receptor-coated vascular surfaces is therefore of great importance to enhance the design of nanoparticles toward improving binding ability. Although the effects of particle size and shear flow on the binding of nanoparticles to a vessel wall have been studied at the particulate level, a computational model to investigate the details of the binding process at the molecular level has not been developed. In this research, dissipative particle dynamics simulations are used to study nanoparticles with diameters of several nanometers binding to receptors on vascular surfaces under shear flow. Interestingly, shear flow velocities ranging from 0 to 2000 s(-1) had no effect on the attachment process of nanoparticles very close to the capillary wall. Increased binding energy between the ligands and wall caused a corresponding linear increase in bonding ability. Our simulations also indicated that larger nanoparticles and those of rod shape with a higher aspect ratio have better binding ability than those of smaller size or rounder shape.
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Affiliation(s)
- Bei Peng
- />School of Mechatronics Engineering, University of Electronic Science and Technology of China, Chengdu, 611731 China
- />Center for Robotics, University of Electronic Science and Technology of China, Chengdu, 611731 China
| | - Yang Liu
- />School of Mechatronics Engineering, University of Electronic Science and Technology of China, Chengdu, 611731 China
- />Center for Robotics, University of Electronic Science and Technology of China, Chengdu, 611731 China
| | - Yihua Zhou
- />Department of Mechanical Engineering and Mechanics, Lehigh University, Bethlehem, PA 18015 USA
| | - Longxiang Yang
- />School of Mechatronics Engineering, University of Electronic Science and Technology of China, Chengdu, 611731 China
- />Center for Robotics, University of Electronic Science and Technology of China, Chengdu, 611731 China
| | - Guocheng Zhang
- />School of Mechatronics Engineering, University of Electronic Science and Technology of China, Chengdu, 611731 China
- />Center for Robotics, University of Electronic Science and Technology of China, Chengdu, 611731 China
| | - Yaling Liu
- />Department of Mechanical Engineering and Mechanics, Lehigh University, Bethlehem, PA 18015 USA
- />Bioengineering Group, Lehigh University, Bethlehem, PA 18015 USA
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162
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D'Apolito R, Tomaiuolo G, Taraballi F, Minardi S, Kirui D, Liu X, Cevenini A, Palomba R, Ferrari M, Salvatore F, Tasciotti E, Guido S. Red blood cells affect the margination of microparticles in synthetic microcapillaries and intravital microcirculation as a function of their size and shape. J Control Release 2015; 217:263-72. [PMID: 26381900 DOI: 10.1016/j.jconrel.2015.09.013] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2015] [Revised: 09/05/2015] [Accepted: 09/09/2015] [Indexed: 12/29/2022]
Abstract
A key step in particle-based drug delivery throughmicrocirculation is particlemigration from blood flow to vesselwalls, also known as “margination”,which promotes particle contact and adhesion to the vesselwall. Margination and adhesion should be independently addressed as two distinct phenomena, considering that the former is a fundamental prerequisite to achieve particle adhesion and subsequent extravasation. Although margination has beenmodeled by numerical simulations and investigated inmodel systems in vitro, experimental studies including red blood cells (RBCs) are lacking. Here, we evaluate the effect of RBCs on margination through microfluidic studies in vitro and by intravital microscopy in vivo.We showthatmargination,which is almost absent when particles are suspended in a cell-free medium, is drastically enhanced by RBCs. This effect is size- and shape-dependent, larger spherical/discoid particles being more effectively marginated both in vitro and in vivo. Our findings can be explained by the collision of particles with RBCs that induces the drifting of the particles towards the vessel walls where they become trapped in the cell-free layer. These results are relevant for the design of drug delivery strategies based on systemically administered carriers.
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Affiliation(s)
- Rosa D'Apolito
- Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale, Università di Napoli Federico II, Italy; CEINGE Biotecnologie avanzate, Napoli, Italy
| | - Giovanna Tomaiuolo
- Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale, Università di Napoli Federico II, Italy; CEINGE Biotecnologie avanzate, Napoli, Italy.
| | - Francesca Taraballi
- Department of NanoMedicine, Houston Methodist Research Institute, Houston, TX, USA
| | - Silvia Minardi
- Department of NanoMedicine, Houston Methodist Research Institute, Houston, TX, USA
| | - Dickson Kirui
- Department of NanoMedicine, Houston Methodist Research Institute, Houston, TX, USA; Naval Medical Research Unit, San Antonio, TX, USA
| | - Xuewu Liu
- Department of NanoMedicine, Houston Methodist Research Institute, Houston, TX, USA
| | - Armando Cevenini
- Department of Molecular Medicine and Medical Biotechnology, Università di Napoli Federico II, Italy
| | - Roberto Palomba
- Department of NanoMedicine, Houston Methodist Research Institute, Houston, TX, USA
| | - Mauro Ferrari
- Department of NanoMedicine, Houston Methodist Research Institute, Houston, TX, USA
| | - Francesco Salvatore
- Department of Molecular Medicine and Medical Biotechnology, Università di Napoli Federico II, Italy; CEINGE Biotecnologie avanzate, Napoli, Italy
| | - Ennio Tasciotti
- Department of NanoMedicine, Houston Methodist Research Institute, Houston, TX, USA
| | - Stefano Guido
- Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale, Università di Napoli Federico II, Italy; CEINGE Biotecnologie avanzate, Napoli, Italy
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163
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Müller K, Fedosov DA, Gompper G. Understanding particle margination in blood flow - A step toward optimized drug delivery systems. Med Eng Phys 2015; 38:2-10. [PMID: 26343228 DOI: 10.1016/j.medengphy.2015.08.009] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2015] [Revised: 08/07/2015] [Accepted: 08/11/2015] [Indexed: 12/27/2022]
Abstract
Targeted delivery of drugs and imaging agents is very promising to develop new strategies for the treatment of various diseases such as cancer. For an efficient targeted adhesion, the particles have to migrate toward the walls in blood flow - a process referred to as margination. Due to a huge diversity of available carriers, a good understanding of their margination properties in blood flow depending on various flow conditions and particle properties is required. We employ a particle-based mesoscopic hydrodynamic simulation approach to investigate the margination of different carriers for a wide range of hematocrits (volume fraction of red blood cells) and flow rates. Our results show that margination strongly depends on the thickness of the available free space close to the wall, the so-called red blood cell-free layer (RBC-FL), in comparison to the carrier size. The carriers with a few micrometers in size are comparable with the RBC-FL thickness and marginate better than their sub-micrometer counterparts. Deformable carriers, in general, show worse margination properties than rigid particles. Particle margination is also found to be most pronounced in small channels with a characteristic size comparable to blood capillaries. Finally, different margination mechanisms are discussed.
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Affiliation(s)
- Kathrin Müller
- Theoretical Soft Matter and Biophysics, Institute of Complex Systems and Institute for Advanced Simulation, Forschungszentrum Jülich, 52425 Jülich, Germany.
| | - Dmitry A Fedosov
- Theoretical Soft Matter and Biophysics, Institute of Complex Systems and Institute for Advanced Simulation, Forschungszentrum Jülich, 52425 Jülich, Germany.
| | - Gerhard Gompper
- Theoretical Soft Matter and Biophysics, Institute of Complex Systems and Institute for Advanced Simulation, Forschungszentrum Jülich, 52425 Jülich, Germany.
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164
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Wu R, Pan J, Shi W, Pan G, Dai X, Dai J, Yin Y. A traceable porous bowl-like PLA@C-dots composite for in vitro drug delivery system: A case study of artemisinin. J Control Release 2015; 213:e50. [DOI: 10.1016/j.jconrel.2015.05.081] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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165
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Sen Gupta A. Role of particle size, shape, and stiffness in design of intravascular drug delivery systems: insights from computations, experiments, and nature. WILEY INTERDISCIPLINARY REVIEWS-NANOMEDICINE AND NANOBIOTECHNOLOGY 2015; 8:255-70. [DOI: 10.1002/wnan.1362] [Citation(s) in RCA: 68] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2015] [Revised: 06/01/2015] [Accepted: 07/04/2015] [Indexed: 12/27/2022]
Affiliation(s)
- Anirban Sen Gupta
- Department of Biomedical Engineering; Case Western Reserve University; Cleveland OH USA
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166
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Jindal AB, Devarajan PV. Asymmetric lipid–polymer particles (LIPOMER) by modified nanoprecipitation: role of non-solvent composition. Int J Pharm 2015; 489:246-51. [DOI: 10.1016/j.ijpharm.2015.04.073] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2015] [Revised: 03/23/2015] [Accepted: 04/25/2015] [Indexed: 01/20/2023]
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167
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Sohrabi S, Zheng J, Finol EA, Liu Y. Numerical simulation of particle transport and deposition in the pulmonary vasculature. J Biomech Eng 2015; 136:121010. [PMID: 25322073 DOI: 10.1115/1.4028800] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2014] [Accepted: 10/15/2014] [Indexed: 01/11/2023]
Abstract
To quantify the transport and adhesion of drug particles in a complex vascular environment, computational fluid particle dynamics (CFPD) simulations of blood flow and drug particulate were conducted in three different geometries representing the human lung vasculature for steady and pulsatile flow conditions. A fully developed flow profile was assumed as the inlet velocity, and a lumped mathematical model was used for the calculation of the outlet pressure boundary condition. A receptor-ligand model was used to simulate the particle binding probability. The results indicate that bigger particles have lower deposition fraction due to less chance of successful binding. Realistic unsteady flow significantly accelerates the binding activity over a wide range of particle sizes and also improves the particle deposition fraction in bifurcation regions when comparing with steady flow condition. Furthermore, surface imperfections and geometrical complexity coupled with the pulsatility effect can enhance fluid mixing and accordingly particle binding efficiency. The particle binding density at bifurcation regions increases with generation order and drug carriers are washed away faster in steady flow. Thus, when studying drug delivery mechanism in vitro and in vivo, it is important to take into account blood flow pulsatility in realistic geometry. Moreover, tissues close to bifurcations are more susceptible to deterioration due to higher uptake.
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168
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Tuncelli G, Ay AN, Zümreoglu-Karan B. 5-Fluorouracil intercalated iron oxide@layered double hydroxide core-shell nano-composites with isotropic and anisotropic architectures for shape-selective drug delivery applications. MATERIALS SCIENCE & ENGINEERING. C, MATERIALS FOR BIOLOGICAL APPLICATIONS 2015; 55:562-8. [PMID: 26117790 DOI: 10.1016/j.msec.2015.06.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2014] [Revised: 02/21/2015] [Accepted: 06/02/2015] [Indexed: 11/29/2022]
Abstract
We report the synthesis, characterization and in vitro release behavior of anti-cancer drug carrying iron oxide@layered double hydroxide core-shell nanocomposites with sizes ranging from 40 to 300 nm, good drug loading capacities and soft ferromagnetic properties. HRTEM analyses verified that nearly spherical isotropic carriers were obtained by coating spherical magnetite particles while anisotropic carriers were obtained by coating spindle-shaped hematite particles. They both displayed a fluctuating in vitro release profile with a higher release percentage for the anisotropic carrier.
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Affiliation(s)
- Gülsevde Tuncelli
- Hacettepe University, Chemistry Department, Beytepe Campus, 06800 Ankara, Turkey
| | - Ahmet Nedim Ay
- Hacettepe University, Chemistry Department, Beytepe Campus, 06800 Ankara, Turkey.
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169
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Modelling the Transport of Nanoparticles under Blood Flow using an Agent-based Approach. Sci Rep 2015; 5:10649. [PMID: 26058969 PMCID: PMC4462051 DOI: 10.1038/srep10649] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Accepted: 03/16/2015] [Indexed: 01/18/2023] Open
Abstract
Blood-mediated nanoparticle delivery is a new and growing field in the development of therapeutics and diagnostics. Nanoparticle properties such as size, shape and surface chemistry can be controlled to improve their performance in biological systems. This enables modulation of immune system interactions, blood clearance profile and interaction with target cells, thereby aiding effective delivery of cargo within cells or tissues. Their ability to target and enter tissues from the blood is highly dependent on their behaviour under blood flow. Here we have produced an agent-based model of nanoparticle behaviour under blood flow in capillaries. We demonstrate that red blood cells are highly important for effective nanoparticle distribution within capillaries. Furthermore, we use this model to demonstrate how nanoparticle size can selectively target tumour tissue over normal tissue. We demonstrate that the polydispersity of nanoparticle populations is an important consideration in achieving optimal specificity and to avoid off-target effects. In future this model could be used for informing new nanoparticle design and to predict general and specific uptake properties under blood flow.
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170
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Size, surface charge, and shape determine therapeutic effects of nanoparticles on brain and retinal diseases. NANOMEDICINE-NANOTECHNOLOGY BIOLOGY AND MEDICINE 2015; 11:1603-11. [PMID: 25989200 DOI: 10.1016/j.nano.2015.04.015] [Citation(s) in RCA: 240] [Impact Index Per Article: 26.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2014] [Revised: 03/26/2015] [Accepted: 04/29/2015] [Indexed: 12/12/2022]
Abstract
UNLABELLED Nanoparticles can be valuable therapeutic options to overcome physical barriers to reach central nervous system. Systemically administered nanoparticles can pass through blood-neural barriers; whereas, locally injected nanoparticles directly reach neuronal and perineuronal cells. In this review, we highlight the importance of size, surface charge, and shape of nanoparticles in determining therapeutic effects on brain and retinal diseases. These features affect overall processes of delivery of nanoparticles: in vivo stability in blood and other body fluids, clearance via mononuclear phagocyte system, attachment with target cells, and penetration into target cells. Furthermore, they are also determinants of nano-bio interfaces: they determine corona formation with proteins in body fluids. Taken together, we emphasize the importance of considerations on characteristics of nanoparticles more suitable for the treatment of brain and retinal diseases in the development of nanoparticle-based therapeutics. FROM THE CLINICAL EDITOR The central nervous system (CNS) remains an area where drug access and delivery are difficult clinically due to the blood brain barrier. With advances in nanotechnology, many researchers have designed and produced nanoparticle-based systems in an attempt to solve this problem. In this concise review, the authors described the current status of drug delivery to the CNS, based on particle size and shape. This article should stimulate more research to be done on future drug design.
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171
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Smith JP, Kirby BJ. A transfer function approach for predicting rare cell capture microdevice performance. Biomed Microdevices 2015; 17:9956. [PMID: 25971361 DOI: 10.1007/s10544-015-9956-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Rare cells have the potential to improve our understanding of biological systems and the treatment of a variety of diseases; each of those applications requires a different balance of throughput, capture efficiency, and sample purity. Those challenges, coupled with the limited availability of patient samples and the costs of repeated design iterations, motivate the need for a robust set of engineering tools to optimize application-specific geometries. Here, we present a transfer function approach for predicting rare cell capture in microfluidic obstacle arrays. Existing computational fluid dynamics (CFD) tools are limited to simulating a subset of these arrays, owing to computational costs; a transfer function leverages the deterministic nature of cell transport in these arrays, extending limited CFD simulations into larger, more complicated geometries. We show that the transfer function approximation matches a full CFD simulation within 1.34 %, at a 74-fold reduction in computational cost. Taking advantage of these computational savings, we apply the transfer function simulations to simulate reversing array geometries that generate a "notch filter" effect, reducing the collision frequency of cells outside of a specified diameter range. We adapt the transfer function to study the effect of off-design boundary conditions (such as a clogged inlet in a microdevice) on overall performance. Finally, we have validated the transfer function's predictions for lateral displacement within the array using particle tracking and polystyrene beads in a microdevice.
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Affiliation(s)
- James P Smith
- Sibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY, 14853, USA
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172
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Fish MB, Thompson AJ, Fromen CA, Eniola-Adefeso O. Emergence and Utility of Nonspherical Particles in Biomedicine. Ind Eng Chem Res 2015; 54:4043-4059. [PMID: 27182109 PMCID: PMC4864008 DOI: 10.1021/ie504452j] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The importance of the size of targeted, spherical drug carriers has been previously explored and reviewed. Particle shape has emerged as an equally important parameter in determining the in vivo journey and efficiency of drug carrier systems. Researchers have invented techniques to better control the geometry of particles of many different materials, which have allowed for exploration of the role of particle geometry in the phases of drug delivery. The important biological processes include clearance by the immune system, trafficking to the target tissue, margination to the endothelial surface, interaction with the target cell, and controlled release of a payload. The review of current literature herein supports that particle shape can be altered to improve a system's targeting efficiency. Non-spherical particles can harness the potential of targeted drug carriers by enhancing targeted site accumulation while simultaneously decreasing side effects and mitigating some limitations faced by spherical carriers.
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Affiliation(s)
- Margaret B. Fish
- Department of Chemical Engineering, University of Michigan, 2800 Plymouth Rd, NCRC B28-G102E, Ann Arbor, MI 48109, USA
| | - Alex J. Thompson
- Department of Chemical Engineering, University of Michigan, 2800 Plymouth Rd, NCRC B28-G102E, Ann Arbor, MI 48109, USA
| | - Catherine A. Fromen
- Department of Chemical Engineering, University of Michigan, 2800 Plymouth Rd, NCRC B28-G102E, Ann Arbor, MI 48109, USA
| | - Omolola Eniola-Adefeso
- Department of Chemical Engineering, University of Michigan, 2800 Plymouth Rd, NCRC B28-G102E, Ann Arbor, MI 48109, USA
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173
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Beck-Broichsitter M, Nicolas J, Couvreur P. Design attributes of long-circulating polymeric drug delivery vehicles. Eur J Pharm Biopharm 2015; 97:304-17. [PMID: 25857838 DOI: 10.1016/j.ejpb.2015.03.033] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2014] [Revised: 03/11/2015] [Accepted: 03/23/2015] [Indexed: 02/03/2023]
Abstract
Following systemic administration polymeric drug delivery vehicles allow for a controlled and targeted release of the encapsulated medication at the desired site of action. For an elevated and organ specific accumulation of their cargo, nanocarriers need to avoid opsonization, activation of the complement system and uptake by macrophages of the mononuclear phagocyte system. In this respect, camouflaged vehicles revealed a delayed elimination from systemic circulation and an improved target organ deposition. For instance, a steric shielding of the carrier surface by poly(ethylene glycol) substantially decreased interactions with the biological environment. However, recent studies disclosed possible deficits of this approach, where most notably, poly(ethylene glycol)-modified drug delivery vehicles caused significant immune responses. At present, identification of novel potential carrier coating strategies facilitating negligible immune reactions is an emerging field of interest in drug delivery research. Moreover, physical carrier properties including geometry and elasticity seem to be very promising design attributes to surpass numerous biological barriers, in order to improve the efficacy of the delivered medication.
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Affiliation(s)
- Moritz Beck-Broichsitter
- Institut Galien UMR CNRS 8612, Faculté de Pharmacie, Université Paris-Sud XI, Châtenay-Malabry, France
| | - Julien Nicolas
- Institut Galien UMR CNRS 8612, Faculté de Pharmacie, Université Paris-Sud XI, Châtenay-Malabry, France
| | - Patrick Couvreur
- Institut Galien UMR CNRS 8612, Faculté de Pharmacie, Université Paris-Sud XI, Châtenay-Malabry, France.
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174
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Anselmo AC, Zhang M, Kumar S, Vogus DR, Menegatti S, Helgeson ME, Mitragotri S. Elasticity of nanoparticles influences their blood circulation, phagocytosis, endocytosis, and targeting. ACS NANO 2015; 9:3169-77. [PMID: 25715979 DOI: 10.1021/acsnano.5b00147] [Citation(s) in RCA: 421] [Impact Index Per Article: 46.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
The impact of physical and chemical modifications of nanoparticles on their biological function has been systemically investigated and exploited to improve their circulation and targeting. However, the impact of nanoparticles' flexibility (i.e., elastic modulus) on their function has been explored to a far lesser extent, and the potential benefits of tuning nanoparticle elasticity are not clear. Here, we describe a method to synthesize polyethylene glycol (PEG)-based hydrogel nanoparticles of uniform size (200 nm) with elastic moduli ranging from 0.255 to 3000 kPa. These particles are used to investigate the role of particle elasticity on key functions including blood circulation time, biodistribution, antibody-mediated targeting, endocytosis, and phagocytosis. Our results demonstrate that softer nanoparticles (10 kPa) offer enhanced circulation and subsequently enhanced targeting compared to harder nanoparticles (3000 kPa) in vivo. Furthermore, in vitro experiments show that softer nanoparticles exhibit significantly reduced cellular uptake in immune cells (J774 macrophages), endothelial cells (bEnd.3), and cancer cells (4T1). Tuning nanoparticle elasticity potentially offers a method to improve the biological fate of nanoparticles by offering enhanced circulation, reduced immune system uptake, and improved targeting.
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Affiliation(s)
- Aaron C Anselmo
- Department of Chemical Engineering, Center for Bioengineering, University of California, Santa Barbara, California 93106, United States
| | - Mengwen Zhang
- Department of Chemical Engineering, Center for Bioengineering, University of California, Santa Barbara, California 93106, United States
| | - Sunny Kumar
- Department of Chemical Engineering, Center for Bioengineering, University of California, Santa Barbara, California 93106, United States
| | - Douglas R Vogus
- Department of Chemical Engineering, Center for Bioengineering, University of California, Santa Barbara, California 93106, United States
| | - Stefano Menegatti
- Department of Chemical Engineering, Center for Bioengineering, University of California, Santa Barbara, California 93106, United States
| | - Matthew E Helgeson
- Department of Chemical Engineering, Center for Bioengineering, University of California, Santa Barbara, California 93106, United States
| | - Samir Mitragotri
- Department of Chemical Engineering, Center for Bioengineering, University of California, Santa Barbara, California 93106, United States
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175
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Vahidkhah K, Bagchi P. Microparticle shape effects on margination, near-wall dynamics and adhesion in a three-dimensional simulation of red blood cell suspension. SOFT MATTER 2015; 11:2097-109. [PMID: 25601616 DOI: 10.1039/c4sm02686a] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
We present a 3D computational modeling study of the transport of micro-scale drug carriers modeled as microparticles of different shapes (spherical, oblate, and prolate) in whole blood represented as a suspension of deformable red blood cells. The objective is to quantify the effect of microparticle shapes on their margination, near-wall dynamics and adhesion. We observe that the near-wall accumulation is highest for oblate particles of moderate aspect ratio, followed by spherical particles, and lowest for very elongated prolate particles. The result is explained using micro-scale dynamics of individual particles, and their interaction with red blood cells. We observe that the orientation of microparticles in 3D space and the frequency of their collisions with red blood cells are the key factors affecting their margination. We show that due to repeated collisions with red blood cells in the presence of a bounding wall, the axes of revolution of oblate particles align near the plane of the shear flow, but those of prolate particles shift towards the vorticity axis with a wider distribution. Such specific orientations lead to more frequent collisions and a greater lateral drift for oblate particles than microspheres, but less frequent collisions and a reduced lateral drift for elongated prolate particles, resulting in the observed differences in their near-wall accumulation. Once marginated, the particle shape has an entirely different effect on the likelihood of making particle-wall contacts. We find that marginated prolate particles, due to their alignment along the vorticity axis and large angular fluctuations, are more likely to make contacts with the wall than spherical and oblate particles. We further simulate the adhesion between flowing microparticles and the wall in the presence of red blood cells, and observe that once wall contacts are established, the likelihood of firm adhesion is greater for disk-like particles, followed by elongated prolates, and microspheres. Consequently, this study suggests that the local hemorheological conditions near the targeted sites must be taken into consideration while selecting the optimum shape of micro-scale vascular drug carriers.
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Affiliation(s)
- Koohyar Vahidkhah
- Mechanical and Aerospace Engineering Department, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, USA.
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176
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Nanobiotechnology for the Therapeutic Targeting of Cancer Cells in Blood. Cell Mol Bioeng 2015; 8:137-150. [PMID: 25798204 PMCID: PMC4361771 DOI: 10.1007/s12195-015-0381-z] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2014] [Accepted: 01/19/2015] [Indexed: 12/11/2022] Open
Abstract
During metastasis, circulating tumor cells migrate away from a primary tumor via the blood circulation to form secondary tumors in distant organs. Mounting evidence from clinical observations indicates that the number of circulating tumor cells (CTCs) in the blood correlates with the progression of solid tumors before and during chemotherapy. Beyond the well-established role of CTCs as a fluid biopsy, however, the field of targeting CTCs for the prevention or reduction of metastases has just emerged. Conventional cancer therapeutics have a relatively short circulation time in the blood which may render the killing of CTCs inefficient due to reduced exposure of CTCs to drugs. Nevertheless, over the past few decades, the development of nanoparticles and nanoformulations to improve the half-life and release profile of drugs in circulation has rejuvenated certain traditional medicines in the emerging field of CTC neutralization. This review focuses on how the principles of nanomedicine may be applied to target CTCs. Moreover, inspired by the interactions between CTCs and host cells in the blood circulation, novel biomimetic approaches for targeted drug delivery are presented.
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177
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Nanobiotechnology for the Therapeutic Targeting of Cancer Cells in Blood. Cell Mol Bioeng 2015. [DOI: 10.1007/s12195-015-0378-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
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178
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Perry JL, Kai MP, Reuter KG, Bowerman C, Christopher Luft J, DeSimone JM. Calibration-quality cancer nanotherapeutics. Cancer Treat Res 2015; 166:275-291. [PMID: 25895873 DOI: 10.1007/978-3-319-16555-4_12] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Nanoparticle properties such as size, shape, deformability, and surface chemistry all play a role in nanomedicine drug delivery in cancer. While many studies address the behavior of particle systems in a biological setting, revealing how these properties work together presents unique challenges on the nanoscale. "Calibration-quality" control over such properties is needed to draw adequate conclusions that are independent of parameter variability. Furthermore, active targeting and drug loading strategies introduce even greater complexities via their potential to alter particle pharmacokinetics. Ultimately, the investigation and optimization of particle properties should be carried out in the appropriate preclinical tumor model. In doing so, translational efficacy improves as clinical tumor properties increase. Looking forward, the field of nanomedicine will continue to have significant clinical impacts as the capabilities of nanoparticulate drug delivery are further enhanced.
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Affiliation(s)
- Jillian L Perry
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina, USA,
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179
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Peetla C, Labhasetwar V. Physical and Biophysical Characteristics of Nanoparticles: Potential Impact on Targeted Drug Delivery. ADVANCES IN DELIVERY SCIENCE AND TECHNOLOGY 2015. [DOI: 10.1007/978-3-319-11355-5_20] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/14/2023]
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180
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Smith JP, Huang C, Kirby BJ. Enhancing sensitivity and specificity in rare cell capture microdevices with dielectrophoresis. BIOMICROFLUIDICS 2015; 9:014116. [PMID: 25759749 PMCID: PMC4327920 DOI: 10.1063/1.4908049] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2014] [Accepted: 02/02/2015] [Indexed: 05/11/2023]
Abstract
The capture and subsequent analysis of rare cells, such as circulating tumor cells from a peripheral blood sample, has the potential to advance our understanding and treatment of a wide range of diseases. There is a particular need for high purity (i.e., high specificity) techniques to isolate these cells, reducing the time and cost required for single-cell genetic analyses by decreasing the number of contaminating cells analyzed. Previous work has shown that antibody-based immunocapture can be combined with dielectrophoresis (DEP) to differentially isolate cancer cells from leukocytes in a characterization device. Here, we build on that work by developing numerical simulations that identify microfluidic obstacle array geometries where DEP-immunocapture can be used to maximize the capture of target rare cells, while minimizing the capture of contaminating cells. We consider geometries with electrodes offset from the array and parallel to the fluid flow, maximizing the magnitude of the resulting electric field at the obstacles' leading and trailing edges, and minimizing it at the obstacles' shoulders. This configuration attracts cells with a positive DEP (pDEP) response to the leading edge, where the shear stress is low and residence time is long, resulting in a high capture probability; although these cells are also repelled from the shoulder region, the high local fluid velocity at the shoulder minimizes the impact on the overall transport and capture. Likewise, cells undergoing negative DEP (nDEP) are repelled from regions of high capture probability and attracted to regions where capture is unlikely. These simulations predict that DEP can be used to reduce the probability of capturing contaminating peripheral blood mononuclear cells (using nDEP) from 0.16 to 0.01 while simultaneously increasing the capture of several pancreatic cancer cell lines from 0.03-0.10 to 0.14-0.55, laying the groundwork for the experimental study of hybrid DEP-immunocapture obstacle array microdevices.
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Affiliation(s)
- James P Smith
- Sibley School of Mechanical and Aerospace Engineering, Cornell University , Ithaca, New York 14853, USA
| | - Chao Huang
- Department of Biomedical Engineering, Cornell University , Ithaca, New York 14853, USA
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181
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Decuzzi P. Patient-specific computational modeling and magnetic nanoconstructs: tools for maximizing the efficacy of stem cell-based therapies. Methodist Debakey Cardiovasc J 2014; 9:223-8. [PMID: 24298315 DOI: 10.14797/mdcj-9-4-223] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Stem cell transplantation has the potential to restore heart function following myocardial infarction. However, the success of any stem cell-based therapy is critically linked to the effective homing and early engraftment of the injected cells at the infarcted site. Here, a hierarchical multiscale computational model is proposed for predicting the patient-specific vascular transport and intratissue homing and migration of stem cells injected either systemically or locally. Starting with patient-specific data, such as the vascular geometry, blood flow, and location of the infarcted area, the computational model can be used to perform parametric analysis to identify optimal injection conditions in terms of administration route, injection site, catheter type, and infusion velocity. In addition to this, a new generation of magnetic nanoconstructs is introduced for labeling stem cells and monitoring their behavior in vivo via magnetic resonance imaging. These nanoconstructs also can be used for multimodal imaging, merging MRI and nuclear imaging, and the intracellular delivery of active agents to support stem cell differentiation. The convergence of computational modeling and novel nanoconstructs for stem cell labeling could improve our understanding in cell homing and early engraftment at the infarcted site and thus pave the way to more effective stem cell-based therapies.
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Affiliation(s)
- Paolo Decuzzi
- Houston Methodist Hospital Research Institute, Houston Methodist Hospital, Houston, Texas
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182
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Namdee K, Thompson AJ, Golinski A, Mocherla S, Bouis D, Eniola-Adefeso O. In vivo evaluation of vascular-targeted spheroidal microparticles for imaging and drug delivery application in atherosclerosis. Atherosclerosis 2014; 237:279-86. [DOI: 10.1016/j.atherosclerosis.2014.09.025] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2014] [Revised: 07/24/2014] [Accepted: 09/12/2014] [Indexed: 02/08/2023]
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183
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Mathaes R, Winter G, Besheer A, Engert J. Non-spherical micro- and nanoparticles: fabrication, characterization and drug delivery applications. Expert Opin Drug Deliv 2014; 12:481-92. [PMID: 25327886 DOI: 10.1517/17425247.2015.963055] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
INTRODUCTION Micro- and nanoparticles in drug and vaccine delivery have opened up new possibilities in pharmaceutics. In the past, researchers focused mainly on particle size, surface chemistry and the use of various materials to control particle characteristics and functions. Lately, shape has been acknowledged as an important design parameter having an impact on the interaction with biological systems. AREAS COVERED In this review, we report on the latest developments in fabrication methods to tailor particle geometry, summarize analytical techniques for non-spherical particles and highlight the most important findings regarding their interaction with biological systems and their potential applications in drug delivery. EXPERT OPINION The impact of shape on particle internalization into different cell types and particle biodistribution has been extensively studied in the past. Current research focuses on shape-dependent uptake mechanisms and applications for tumour therapy and vaccination. Different fabrication methods can be used to produce a variety of different particle types and shapes. Key challenges will be the transfer of new non-spherical particle fabrication methods from lab-scale to industrial large-scale production. Not all techniques may be scalable for the production of high quantities of particles. It will also be challenging to transfer the promising in vitro findings to suitable in vivo models.
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Affiliation(s)
- Roman Mathaes
- Pharmacist, PhD Student,Ludwig-Maximillians-University Munich, Department of Pharmacy, Pharmaceutical Technology and Biopharmaceutics , Butenandtstr. 5, D-81377 Munich , Germany
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184
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Caggioni M, Bayles AV, Lenis J, Furst EM, Spicer PT. Interfacial stability and shape change of anisotropic endoskeleton droplets. SOFT MATTER 2014; 10:7647-7652. [PMID: 25134661 DOI: 10.1039/c4sm01482k] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
The delivery of suspended active ingredients to a surface is a central function of numerous commercial cosmetic, drug, and agricultural formulations. Many products use liquid droplets as a delivery vehicle but, because interfacial tension keeps droplets spherical, these materials cannot exploit the benefits of anisotropic shape and shape change offered by solid colloids. In this work, individual droplet manipulation is used to produce viscoelastic droplets that can stably retain non-spherical shapes by balancing the Laplace pressure of the liquid-liquid interface with the elasticity of an internal crystalline network. A stability criterion is developed for idealized spherocylindrical droplets and shown to agree with experimental data for varying droplet size and rheology. Shape change can be induced in the anisotropic droplets by upsetting the balance of droplet interfacial tension and internal rheology. Using dilution to increase the interfacial tension shows that external stimuli can trigger collapse and shape change in these droplets. The droplets wrap around substrates during collapse, improving contact and adhesion. The model is used to develop design criteria for production of droplets with tunable response.
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Affiliation(s)
- Marco Caggioni
- Complex Fluid Microstructures, Corporate Engineering, Procter and Gamble Co, 8256 Union Center Blvd, West Chester, Ohio, USA
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185
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Smith JP, Lannin TB, Syed Y, Santana SM, Kirby BJ. Parametric control of collision rates and capture rates in geometrically enhanced differential immunocapture (GEDI) microfluidic devices for rare cell capture. Biomed Microdevices 2014; 16:143-51. [PMID: 24078270 DOI: 10.1007/s10544-013-9814-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The enrichment and isolation of rare cells from complex samples, such as circulating tumor cells (CTCs) from whole blood, is an important engineering problem with widespread clinical applications. One approach uses a microfluidic obstacle array with an antibody surface functionalization to both guide cells into contact with the capture surface and to facilitate adhesion; geometrically enhanced differential immunocapture is a design strategy in which the array is designed to promote target cell–obstacle contact and minimize other interactions (Gleghorn et al. 2010; Kirby et al. 2012). We present a simulation that uses capture experiments in a simple Hele-Shaw geometry (Santana et al. 2012) to inform a target-cell-specific capture model that can predict capture probability in immunocapture microdevices of any arbitrary complex geometry. We show that capture performance is strongly dependent on the array geometry, and that it is possible to select an obstacle array geometry that maximizes capture efficiency (by creating combinations of frequent target cell–obstacle collisions and shear stress low enough to support capture), while simultaneously enhancing purity by minimizing nonspecific adhesion of both smaller contaminant cells (with infrequent cell–obstacle collisions) and larger contaminant cells (by focusing those collisions into regions of high shear stress).
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186
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Martinez JO, Evangelopoulos M, Karun V, Shegog E, Wang JA, Boada C, Liu X, Ferrari M, Tasciotti E. The effect of multistage nanovector targeting of VEGFR2 positive tumor endothelia on cell adhesion and local payload accumulation. Biomaterials 2014; 35:9824-9832. [PMID: 25176066 DOI: 10.1016/j.biomaterials.2014.08.024] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Accepted: 08/13/2014] [Indexed: 11/29/2022]
Abstract
Nanovectors are a viable solution to the formulation of poorly soluble anticancer drugs. Their bioaccumulation in the tumor parenchyma is mainly achieved exploiting the enhanced permeability and retention (EPR) effect of the leaky neovasculature. In this paper we demonstrate that multistage nanovectors (MSV) exhibit rapid tumoritropic homing independent of EPR, relying on particle geometry and surface adhesion. By studying endothelial cells overexpressing vascular endothelial growth factor receptor-2 (VEGFR2), we developed MSV able to preferentially target VEGFR2 expressing tumor-associated vessels. Static and dynamic targeting revealed that MSV conjugated with anti-VEGFR2 antibodies displayed greater than a 4-fold increase in targeting efficiency towards VEGFR2 expressing cells while exhibiting minimal adherence to control cells. Additionally, VEGFR2 conjugation bestowed MSV with a significant increase in breast tumor targeting and in the delivery of a model payload while decreasing their accumulation in the liver. Surface functionalization with an anti-VEGFR2 antibody provided enhanced affinity towards the tumor vascular endothelium, which promoted enhanced adhesion and tumoritropic accumulation of a reporter molecule released by the MSV.
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Affiliation(s)
- Jonathan O Martinez
- Department of Nanomedicine, Houston Methodist Research Institute, 6670 Bertner Ave., Houston, TX 77030, USA; Graduate School of Biomedical Sciences, University of Texas Health Science Center, 6767 Bertner Ave., Houston, TX 77030, USA
| | - Michael Evangelopoulos
- Department of Nanomedicine, Houston Methodist Research Institute, 6670 Bertner Ave., Houston, TX 77030, USA
| | - Vivek Karun
- Department of Nanomedicine, Houston Methodist Research Institute, 6670 Bertner Ave., Houston, TX 77030, USA
| | - Evan Shegog
- Department of Nanomedicine, Houston Methodist Research Institute, 6670 Bertner Ave., Houston, TX 77030, USA
| | - Joshua A Wang
- Department of Nanomedicine, Houston Methodist Research Institute, 6670 Bertner Ave., Houston, TX 77030, USA
| | - Christian Boada
- Department of Nanomedicine, Houston Methodist Research Institute, 6670 Bertner Ave., Houston, TX 77030, USA; Escuela de Medicina y Ciencias de la Salud, Tecnológico de Monterrey, 3000 Ave. Morones Prieto Esquina Con Dr. Cantú, Monterrey, Nuevo León, México
| | - Xuewu Liu
- Department of Nanomedicine, Houston Methodist Research Institute, 6670 Bertner Ave., Houston, TX 77030, USA
| | - Mauro Ferrari
- Department of Nanomedicine, Houston Methodist Research Institute, 6670 Bertner Ave., Houston, TX 77030, USA
| | - Ennio Tasciotti
- Department of Nanomedicine, Houston Methodist Research Institute, 6670 Bertner Ave., Houston, TX 77030, USA.
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187
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Key J, Kim YS, Tatulli F, Palange AL, O'Neill B, Aryal S, Ramirez M, Liu X, Ferrari M, Munden R, Decuzzi P. Opportunities for NanoTheranosis in Lung Cancer and Pulmonary Metastasis. Clin Transl Imaging 2014; 2:427-437. [PMID: 25379506 DOI: 10.1007/s40336-014-0078-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Malignancies of the lungs, both primary and metastatic, are the leading cause of death worldwide. Over 1.5 million new cases of primary lung cancer are diagnosed annually worldwide with a dismal five-year survival rate of approximately 15%, which remains unchanged despite major efforts and medical advances. As expected, survival for patients with lung metastases is even worse at about 5%. Early detection and staging are fundamental in improving survival rates and selecting the most effective treatment strategies. Recently, nanoparticles have been developed for imaging and treating various cancers, including pulmonary malignancies. In this work, three different examples of nanoparticle configurations for cancer theranosis are presented, namely conventional spherical polymeric nanoparticles with a diameter of ~ 150 nm; and discoidal mesoporous silicon nanoconstructs and discoidal polymeric nanoconstructs with a diameter of ~ 1,000 nm and a height of 400 and 500 nm, respectively. The spherical nanoparticles accumulate in tumors by means of the well-known enhanced permeation and retention effect, whereas sub-micrometer discoidal nanoconstructs are rationally designed to adhere firmly to the tortuous tumor vasculature. All three nanoparticles are characterized for their in vivo performance in terms of magnetic resonance, positron-emission tomography (PET), and optical imaging. Preliminary data on the in vivo and ex vivo PET/CT imaging of breast cancer metastasis in the lungs using discoidal nanoconstructs is presented. In conclusion, opportunities for nanoparticle-based theranosis in primary lung cancer and pulmonary metastasis are presented and discussed.
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Affiliation(s)
- J Key
- Department of Translational Imaging, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - Y-S Kim
- Department of Translational Imaging, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - F Tatulli
- PET Center, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - A L Palange
- Department of Translational Imaging, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - B O'Neill
- Department of Translational Imaging, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - S Aryal
- Department of Translational Imaging, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - M Ramirez
- Department of Translational Imaging, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - X Liu
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - M Ferrari
- Department of Nanomedicine, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - R Munden
- Department of Radiology, Houston Methodist Hospital, Houston, TX 77030, USA
| | - P Decuzzi
- Department of Translational Imaging, Houston Methodist Research Institute, Houston, TX 77030, USA ; Department of Drug Discovery and Development, Fondazione Istituto Italiano di Tecnologia, Genoa, 16163, ITALY
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188
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Truong NP, Whittaker MR, Mak CW, Davis TP. The importance of nanoparticle shape in cancer drug delivery. Expert Opin Drug Deliv 2014; 12:129-42. [DOI: 10.1517/17425247.2014.950564] [Citation(s) in RCA: 374] [Impact Index Per Article: 37.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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189
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Toy R, Peiris PM, Ghaghada KB, Karathanasis E. Shaping cancer nanomedicine: the effect of particle shape on the in vivo journey of nanoparticles. Nanomedicine (Lond) 2014; 9:121-34. [PMID: 24354814 DOI: 10.2217/nnm.13.191] [Citation(s) in RCA: 359] [Impact Index Per Article: 35.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Recent advances in nanoparticle technology have enabled the fabrication of nanoparticle classes with unique sizes, shapes and materials, which in turn has facilitated major advancements in the field of nanomedicine. More specifically, in the last decade, nanoscientists have recognized that nanomedicine exhibits a highly engineerable nature that makes it a mainstream scientific discipline that is governed by its own distinctive principles in terms of interactions with cells and intravascular, transvascular and interstitial transport. This review focuses on the recent developments and understanding of the relationship between the shape of a nanoparticle and its navigation through different biological processes. It also seeks to illustrate that the shape of a nanoparticle can govern its in vivo journey and destination, dictating its biodistribution, intravascular and transvascular transport, and, ultimately, targeting of difficult to reach cancer sites.
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Affiliation(s)
- Randall Toy
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA
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190
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Bao G, Bazilevs Y, Chung JH, Decuzzi P, Espinosa HD, Ferrari M, Gao H, Hossain SS, Hughes TJR, Kamm RD, Liu WK, Marsden A, Schrefler B. USNCTAM perspectives on mechanics in medicine. J R Soc Interface 2014; 11:20140301. [PMID: 24872502 PMCID: PMC4208360 DOI: 10.1098/rsif.2014.0301] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2014] [Accepted: 05/07/2014] [Indexed: 01/09/2023] Open
Abstract
Over decades, the theoretical and applied mechanics community has developed sophisticated approaches for analysing the behaviour of complex engineering systems. Most of these approaches have targeted systems in the transportation, materials, defence and energy industries. Applying and further developing engineering approaches for understanding, predicting and modulating the response of complicated biomedical processes not only holds great promise in meeting societal needs, but also poses serious challenges. This report, prepared for the US National Committee on Theoretical and Applied Mechanics, aims to identify the most pressing challenges in biological sciences and medicine that can be tackled within the broad field of mechanics. This echoes and complements a number of national and international initiatives aiming at fostering interdisciplinary biomedical research. This report also comments on cultural/educational challenges. Specifically, this report focuses on three major thrusts in which we believe mechanics has and will continue to have a substantial impact. (i) Rationally engineering injectable nano/microdevices for imaging and therapy of disease. Within this context, we discuss nanoparticle carrier design, vascular transport and adhesion, endocytosis and tumour growth in response to therapy, as well as uncertainty quantification techniques to better connect models and experiments. (ii) Design of biomedical devices, including point-of-care diagnostic systems, model organ and multi-organ microdevices, and pulsatile ventricular assistant devices. (iii) Mechanics of cellular processes, including mechanosensing and mechanotransduction, improved characterization of cellular constitutive behaviour, and microfluidic systems for single-cell studies.
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Affiliation(s)
- Gang Bao
- Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Yuri Bazilevs
- Department of Structural Engineering, University of California, San Diego, CA, USA
| | - Jae-Hyun Chung
- Mechanical Engineering, University of Washington, Seattle, WA 98195, USA
| | - Paolo Decuzzi
- Department of Translational Imaging, The Methodist Hospital Research Institute in Houston, Houston, TX 77030, USA
| | - Horacio D Espinosa
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Mauro Ferrari
- Department of Translational Imaging, The Methodist Hospital Research Institute in Houston, Houston, TX 77030, USA
| | - Huajian Gao
- School of Engineering, Brown University, Providence, RI 02912, USA
| | - Shaolie S Hossain
- Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, MC 2-255, Houston, TX 77030, USA
| | - Thomas J R Hughes
- Institute for Computational Engineering and Sciences, The University of Texas at Austin, Austin, TX 78712-1229, USA
| | - Roger D Kamm
- Mechanical Engineering, Biological Engineering, Massachusetts Institute of Technology, 77 Mass Avenue, Cambridge, MA, USA
| | - Wing Kam Liu
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Alison Marsden
- Mechanical and Aerospace Engineering, University of California San Diego, La Jolla, CA, USA
| | - Bernhard Schrefler
- Centre for Mechanics of Biological Materials, University of Padova, Padova, Italy
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191
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Seo E, Seo KW, Gil JE, Ha YR, Yeom E, Lee S, Lee SJ. Biophysiochemical properties of endothelial cells cultured on bio-inspired collagen films. BMC Biotechnol 2014; 14:61. [PMID: 24984812 PMCID: PMC4085646 DOI: 10.1186/1472-6750-14-61] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2014] [Accepted: 06/26/2014] [Indexed: 11/23/2022] Open
Abstract
Background In this study, we investigated the effect of the extracellular matrix on
endothelial dysfunction by careful observation of human umbilical vein
endothelial cells (HUVECs) cultured on denatured collagen film. Results HUVECs on denatured collagen film showed relatively high surface roughness
compared with normal HUVECs. The expression levels of MMP-1, MMP-2 and CD146
increased in the ECs on denatured collagen film. In addition, we examined
the accumulation of fluorescent beads on HUVEC layers subjected to
circulatory flow. The number of accumulated fluorescent beads increased on
the disorganized HUVEC layers. Conclusions The proposed in vitro study using bio-inspired collagen films could
potentially be used in the size- and ligand-based design of drugs to treat
endothelial dysfunction caused by circulatory vascular diseases.
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Affiliation(s)
| | | | | | | | | | | | - Sang Joon Lee
- Division of Integrative Biosciences and Biotechnology, Pohang University of Science and Technology, San 31, Hyoja-dong, Nam-Gu, Pohang, Gyeongbuk 790-784, Korea.
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192
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Huang C, Smith JP, Saha TN, Rhim AD, Kirby BJ. Characterization of microfluidic shear-dependent epithelial cell adhesion molecule immunocapture and enrichment of pancreatic cancer cells from blood cells with dielectrophoresis. BIOMICROFLUIDICS 2014; 8:044107. [PMID: 25379092 PMCID: PMC4189216 DOI: 10.1063/1.4890466] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2014] [Accepted: 07/07/2014] [Indexed: 05/02/2023]
Abstract
Current microfluidic techniques for isolating circulating tumor cells (CTCs) from cancer patient blood are limited by low capture purity, and dielectrophoresis (DEP) has the potential to complement existing immunocapture techniques to improve capture performance. We present a hybrid DEP and immunocapture Hele-Shaw flow cell to characterize DEP's effects on immunocapture of pancreatic cancer cells (Capan-1, PANC-1, and BxPC-3) and peripheral blood mononuclear cells (PBMCs) with an anti-EpCAM (epithelial cell adhesion molecule) antibody. By carefully specifying the applied electric field frequency, we demonstrate that pancreatic cancer cells are attracted to immunocapture surfaces by positive DEP whereas PBMCs are repelled by negative DEP. Using an exponential capture model to interpret our capture data, we show that immunocapture performance is dependent on the applied DEP force sign and magnitude, cell surface EpCAM expression level, and shear stress experienced by cells flowing in the capture device. Our work suggests that DEP can not only repel contaminating blood cells but also enhance capture of cancer cell populations that are less likely to be captured by traditional immunocapture methods. This combination of DEP and immunocapture techniques to potentially increase CTC capture purity can facilitate subsequent biological analyses of captured CTCs and research on cancer metastasis and drug therapies.
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Affiliation(s)
- Chao Huang
- Department of Biomedical Engineering, Cornell University , Ithaca, New York 14853, USA
| | - James P Smith
- Sibley School of Mechanical and Aerospace Engineering, Cornell University , Ithaca, New York 14853, USA
| | - Trisha N Saha
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan Medical School , Ann Arbor, Michigan 48109, USA
| | - Andrew D Rhim
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan Medical School , Ann Arbor, Michigan 48109, USA
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193
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Robertson JD, Yealland G, Avila-Olias M, Chierico L, Bandmann O, Renshaw SA, Battaglia G. pH-sensitive tubular polymersomes: formation and applications in cellular delivery. ACS NANO 2014; 8:4650-61. [PMID: 24724711 DOI: 10.1021/nn5004088] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Optimizing the shape of a nanovector influences its interaction with a cell and determines the internalization kinetics. Block copolymer amphiphiles self-assemble into monodisperse structures in aqueous solutions and have been explored extensively as drug delivery vectors. However, the structure of self-assembled block copolymers has mainly been limited to spherical vesicles or spherical and worm-like micelles. Here we show the controlled formation and purification of tubular polymersomes, long cylindrical vesicles. Tubular polymersomes are purified from other structures, and their formation is manipulated by incorporating the biocompatible membrane components cholesterol and phospholipids. Finally we show that these tubular polymersomes have different cellular internalization kinetics compared with spherical polymersomes and can successfully encapsulate and deliver fluorescent bovine serum albumin protein intracellularly.
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Affiliation(s)
- James D Robertson
- Department of Chemistry, ‡The MRC/UCL Centre for Molecular and Medical Virology, University College London , London, United Kingdom
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194
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Howard M, Zern BJ, Anselmo AC, Shuvaev VV, Mitragotri S, Muzykantov V. Vascular targeting of nanocarriers: perplexing aspects of the seemingly straightforward paradigm. ACS NANO 2014; 8:4100-32. [PMID: 24787360 PMCID: PMC4046791 DOI: 10.1021/nn500136z] [Citation(s) in RCA: 137] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2014] [Accepted: 04/30/2014] [Indexed: 05/18/2023]
Abstract
Targeted nanomedicine holds promise to find clinical use in many medical areas. Endothelial cells that line the luminal surface of blood vessels represent a key target for treatment of inflammation, ischemia, thrombosis, stroke, and other neurological, cardiovascular, pulmonary, and oncological conditions. In other cases, the endothelium is a barrier for tissue penetration or a victim of adverse effects. Several endothelial surface markers including peptidases (e.g., ACE, APP, and APN) and adhesion molecules (e.g., ICAM-1 and PECAM) have been identified as key targets. Binding of nanocarriers to these molecules enables drug targeting and subsequent penetration into or across the endothelium, offering therapeutic effects that are unattainable by their nontargeted counterparts. We analyze diverse aspects of endothelial nanomedicine including (i) circulation and targeting of carriers with diverse geometries, (ii) multivalent interactions of carrier with endothelium, (iii) anchoring to multiple determinants, (iv) accessibility of binding sites and cellular response to their engagement, (v) role of cell phenotype and microenvironment in targeting, (vi) optimization of targeting by lowering carrier avidity, (vii) endocytosis of multivalent carriers via molecules not implicated in internalization of their ligands, and (viii) modulation of cellular uptake and trafficking by selection of specific epitopes on the target determinant, carrier geometry, and hydrodynamic factors. Refinement of these aspects and improving our understanding of vascular biology and pathology is likely to enable the clinical translation of vascular endothelial targeting of nanocarriers.
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Affiliation(s)
- Melissa Howard
- Center for Targeted Therapeutics and Translational Nanomedicine, Institute for Translational Medicine & Therapeutics and Department of Pharmacology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania 19104, United States
| | - Blaine J. Zern
- Center for Targeted Therapeutics and Translational Nanomedicine, Institute for Translational Medicine & Therapeutics and Department of Pharmacology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania 19104, United States
| | - Aaron C. Anselmo
- Department of Chemical Engineering, Center for Bioengineering, University of California, Santa Barbara, California 93106, United States
| | - Vladimir V. Shuvaev
- Center for Targeted Therapeutics and Translational Nanomedicine, Institute for Translational Medicine & Therapeutics and Department of Pharmacology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania 19104, United States
| | - Samir Mitragotri
- Department of Chemical Engineering, Center for Bioengineering, University of California, Santa Barbara, California 93106, United States
| | - Vladimir Muzykantov
- Center for Targeted Therapeutics and Translational Nanomedicine, Institute for Translational Medicine & Therapeutics and Department of Pharmacology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania 19104, United States
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195
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Zhang W, Sun J, Liu Y, Tao M, Ai X, Su X, Cai C, Tang Y, Feng Z, Yan X, Chen G, He Z. PEG-stabilized bilayer nanodisks as carriers for doxorubicin delivery. Mol Pharm 2014; 11:3279-90. [PMID: 24754897 DOI: 10.1021/mp400566a] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Spherical nanoparticles as a classic delivery vehicle for anticancer drugs have been extensively investigated, but study on the shape of nanoparticles has received little attention until now. Here, a nonspherical poly(ethylene glycol) (PEG)-stabilized bilayer nanodisk consisting of 1,2-distearyl-sn-glycero-3-phosphocholine (DSPC) and PEG5000-glyceryl distearate (PEG5K-GCDS) was prepared for doxorubicin delivery, called DOX-Disks. The prepared disks were open bilayer structures, with a hydrophobic discoid center built by DSPC and a hydrophilic PEG edge. Mean particle diameter of the disk was 80.14 nm, and the disk height was about 6 nm with aspect ratio about 12. Encapsulation efficiency of DOX-Disks was as high as 96.1%, and DOX release from DOX-Disks was pH-dependent (25.6% of total DOX released at 24 h in pH 7.4). The pharmacokinetic performances showed that DOX-Disks demonstrated long circulation time in blood and larger AUC (11.7-fold of t1/2 and 31.7-fold of AUC) in rats compared with DOX solutions (DOX-Sol). Tissue distribution in H22 tumor bearing mice demonstrated higher tumor accumulation (9.7-fold) and lower heart toxicities (25.7-fold) at 48 h after iv administration, in comparison with DOX-Sol. In addition, DOX-Disks exhibited much effectiveness in inhibiting tumor cell growth, and the IC50 values were 2.03, 0.85, and 0.86 μg/mL for DOX-Sol and 0.23, 0.24, and 0.20 μg/mL for DOX-Disks after treatment for 48, 72, and 96 h against MCF-7/Adr cells, respectively. DOX-Disks were taken up into MCF-7/Adr cells via energy-dependent endocytosis processes, involved in clathrin-mediated, macropinocytosis-mediated, and non-clathrin- and non-caveolae-mediated endocytosis pathways. In summary, such PEG-stabilized bilayer nanodisks could be one of the promising carriers for antitumor drugs via extended blood circulation and improved tumor distribution.
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Affiliation(s)
- Wenping Zhang
- Department of Pharmaceutics, School of Pharmacy, Shenyang Pharmaceutical University , No. 103 Wenhua Road, Shenyang 110016, P. R. China
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196
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Müller K, Fedosov DA, Gompper G. Margination of micro- and nano-particles in blood flow and its effect on drug delivery. Sci Rep 2014; 4:4871. [PMID: 24786000 PMCID: PMC4007071 DOI: 10.1038/srep04871] [Citation(s) in RCA: 156] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2014] [Accepted: 04/10/2014] [Indexed: 01/18/2023] Open
Abstract
Drug delivery by micro- and nano-carriers enables controlled transport of pharmaceuticals to targeted sites. Even though carrier fabrication has made much progress recently, the delivery including controlled particle distribution and adhesion within the body remains a great challenge. The adhesion of carriers is strongly affected by their margination properties (migration toward walls) in the microvasculature. To investigate margination characteristics of carriers of different shapes and sizes and to elucidate the relevant physical mechanisms, we employ mesoscopic hydrodynamic simulations of blood flow. Particle margination is studied for a wide range of hematocrit values, vessel sizes, and flow rates, using two- and three-dimensional models. The simulations show that the margination properties of particles improve with increasing carrier size. Spherical particles yield slightly better margination than ellipsoidal carriers; however, ellipsoidal particles exhibit a slower rotational dynamics near a wall favoring their adhesion. In conclusion, micron-sized ellipsoidal particles are favorable for drug delivery in comparison with sub-micron spherical particles.
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Affiliation(s)
- Kathrin Müller
- Theoretical Soft Matter and Biophysics, Institute of Complex Systems and Institute for Advanced Simulation, Forschungszentrum Jülich, 52425 Jülich, Germany
| | - Dmitry A Fedosov
- Theoretical Soft Matter and Biophysics, Institute of Complex Systems and Institute for Advanced Simulation, Forschungszentrum Jülich, 52425 Jülich, Germany
| | - Gerhard Gompper
- Theoretical Soft Matter and Biophysics, Institute of Complex Systems and Institute for Advanced Simulation, Forschungszentrum Jülich, 52425 Jülich, Germany
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197
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Ngwa W, Kumar R, Sridhar S, Korideck H, Zygmanski P, Cormack RA, Berbeco R, Makrigiorgos GM. Targeted radiotherapy with gold nanoparticles: current status and future perspectives. Nanomedicine (Lond) 2014; 9:1063-82. [PMID: 24978464 PMCID: PMC4143893 DOI: 10.2217/nnm.14.55] [Citation(s) in RCA: 112] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Radiation therapy (RT) is the treatment of cancer and other diseases with ionizing radiation. The ultimate goal of RT is to destroy all the disease cells while sparing healthy tissue. Towards this goal, RT has advanced significantly over the past few decades in part due to new technologies including: multileaf collimator-assisted modulation of radiation beams, improved computer-assisted inverse treatment planning, image guidance, robotics with more precision, better motion management strategies, stereotactic treatments and hypofractionation. With recent advances in nanotechnology, targeted RT with gold nanoparticles (GNPs) is actively being investigated as a means to further increase the RT therapeutic ratio. In this review, we summarize the current status of research and development towards the use of GNPs to enhance RT. We highlight the promising emerging modalities for targeted RT with GNPs and the corresponding preclinical evidence supporting such promise towards potential clinical translation. Future prospects and perspectives are discussed.
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Affiliation(s)
- Wilfred Ngwa
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Brigham & Women’s Hospital & Harvard Medical School, Boston, MA 02215, USA
| | - Rajiv Kumar
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Brigham & Women’s Hospital & Harvard Medical School, Boston, MA 02215, USA
- Electronic Materials Research Institute & Department of Physics, Northeastern University, Boston, MA 02115, USA
| | - Srinivas Sridhar
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Brigham & Women’s Hospital & Harvard Medical School, Boston, MA 02215, USA
- Electronic Materials Research Institute & Department of Physics, Northeastern University, Boston, MA 02115, USA
| | - Houari Korideck
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Brigham & Women’s Hospital & Harvard Medical School, Boston, MA 02215, USA
| | - Piotr Zygmanski
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Brigham & Women’s Hospital & Harvard Medical School, Boston, MA 02215, USA
| | - Robert A Cormack
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Brigham & Women’s Hospital & Harvard Medical School, Boston, MA 02215, USA
| | - Ross Berbeco
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Brigham & Women’s Hospital & Harvard Medical School, Boston, MA 02215, USA
| | - G Mike Makrigiorgos
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Brigham & Women’s Hospital & Harvard Medical School, Boston, MA 02215, USA
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198
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Barua S, Mitragotri S. Challenges associated with Penetration of Nanoparticles across Cell and Tissue Barriers: A Review of Current Status and Future Prospects. NANO TODAY 2014; 9:223-243. [PMID: 25132862 PMCID: PMC4129396 DOI: 10.1016/j.nantod.2014.04.008] [Citation(s) in RCA: 716] [Impact Index Per Article: 71.6] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Nanoparticles (NPs) have emerged as an effective modality for the treatment of various diseases including cancer, cardiovascular and inflammatory diseases. Various forms of NPs including liposomes, polymer particles, micelles, dendrimers, quantum dots, gold NPs and carbon nanotubes have been synthesized and tested for therapeutic applications. One of the greatest challenges that limit the success of NPs is their ability to reach the therapeutic site at necessary doses while minimizing accumulation at undesired sites. The biodistribution of NPs is determined by body's biological barriers that manifest in several distinct ways. For intravascular delivery of NPs, the barrier manifests in the form of: (i) immune clearance in the liver and spleen, (ii) permeation across the endothelium into target tissues, (iii) penetration through the tissue interstitium, (iv) endocytosis in target cells, (v) diffusion through cytoplasm and (vi) eventually entry into the nucleus, if required. Certain applications of NPs also rely on delivery through alternate routes including skin and mucosal membranes of the nose, lungs, intestine and vagina. In these cases, the diffusive resistance of these tissues poses a significant barrier to delivery. This review focuses on the current understanding of penetration of NPs through biological barriers. Emphasis is placed on transport barriers and not immunological barriers. The review also discusses design strategies for overcoming the barrier properties.
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Affiliation(s)
- Sutapa Barua
- Center for Bioengineering, Department of Chemical Engineering University of California, Santa Barbara, CA 93106
| | - Samir Mitragotri
- Center for Bioengineering, Department of Chemical Engineering University of California, Santa Barbara, CA 93106
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199
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Zhang Y, Bai Y, Jia J, Gao N, Li Y, Zhang R, Jiang G, Yan B. Perturbation of physiological systems by nanoparticles. Chem Soc Rev 2014; 43:3762-809. [PMID: 24647382 DOI: 10.1039/c3cs60338e] [Citation(s) in RCA: 91] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Nanotechnology is having a tremendous impact on our society. However, societal concerns about human safety under nanoparticle exposure may derail the broad application of this promising technology. Nanoparticles may enter the human body via various routes, including respiratory pathways, the digestive tract, skin contact, intravenous injection, and implantation. After absorption, nanoparticles are carried to distal organs by the bloodstream and the lymphatic system. During this process, they interact with biological molecules and perturb physiological systems. Although some ingested or absorbed nanoparticles are eliminated, others remain in the body for a long time. The human body is composed of multiple systems that work together to maintain physiological homeostasis. The unexpected invasion of these systems by nanoparticles disturbs normal cell signaling, impairs cell and organ functions, and may even cause pathological disorders. This review examines the comprehensive health risks of exposure to nanoparticles by discussing how nanoparticles perturb various physiological systems as revealed by animal studies. The potential toxicity of nanoparticles to each physiological system and the implications of disrupting the balance among systems are emphasized.
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Affiliation(s)
- Yi Zhang
- Key Laboratory for Colloid and Interface Chemistry, Ministry of Education, School of Chemistry and Chemical Engineering, Shandong University, Jinan 250100, China.
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200
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Klegerman ME, Zou Y, Golunski E, Peng T, Huang SL, McPherson DD. Use of thermodynamic coupling between antibody-antigen binding and phospholipid acyl chain phase transition energetics to predict immunoliposome targeting affinity. J Liposome Res 2014; 24:216-22. [PMID: 24597467 DOI: 10.3109/08982104.2014.891230] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Thermodynamic analysis of ligand-target binding has been a useful tool for dissecting the nature of the binding mechanism and, therefore, potentially can provide valuable information regarding the utility of targeted formulations. Based on a consistent coupling of antibody-antigen binding and gel-liquid crystal transition energetics observed for antibody-phosphatidylethanolamine (Ab-PE) conjugates, we hypothesized that the thermodynamic parameters and the affinity for antigen of the Ab-PE conjugates could be effectively predicted once the corresponding information for the unconjugated antibody is determined. This hypothesis has now been tested in nine different antibody-targeted echogenic liposome (ELIP) preparations, where antibody is conjugated to dipalmitoylphosphatidylethanolamine (DPPE) head groups through a thioether linkage. Predictions were satisfactory (affinity not significantly different from the population of values found) in five cases (55.6%), but the affinity of the unconjugated antibody was not significantly different from the population of values found in six cases (66.7%), indicating that the affinities of the conjugated antibody tended not to deviate appreciably from those of the free antibody. While knowledge of the affinities of free antibodies may be sufficient to judge their suitability as targeting agents, thermodynamic analysis may still provide valuable information regarding their usefulness for specific applications.
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Affiliation(s)
- Melvin E Klegerman
- Department of Internal Medicine, Division of Cardiovascular Medicine, University of Texas Health Science Center - Houston , Houston, TX , USA
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