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Song Z, Li Y, Li R, Fan GC, Luo X. Robust Electrochemical Biosensors Based on Antifouling Peptide Nanoparticles for Protein Quantification in Complex Biofluids. ACS Sens 2024; 9:1525-1532. [PMID: 38377562 DOI: 10.1021/acssensors.3c02706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2024]
Abstract
Peptides with distinct physiochemical properties and biocompatibility hold significant promise across diverse domains including antifouling biosensors. However, the stability of natural antifouling peptides in physiological conditions poses significant challenges to their viability for sustained practical applications. Herein, a unique antifouling peptide FFFGGGEKEKEKEK was designed and self-assembled to form peptide nanoparticles (PNPs), which possessed enhanced stability against enzymatic hydrolysis in biological fluids. The PNP-coated interfaces exhibited superior stability and antifouling properties in preventing adsorption of nonspecific materials, such as proteins and cells in biological samples. Moreover, a highly sensitive and ultralow fouling electrochemical biosensor was developed through the immobilization of the PNPs and specific aptamers onto the polyaniline nanowire-modified electrode, achieving the biomarker carcinoembryonic antigen detection in complex biofluids with reliable accuracy. This research not only addresses the challenge of the poor proteolytic resistance observed in natural peptides but also introduces a universal strategy for constructing ultralow fouling sensing devices.
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Affiliation(s)
- Zhen Song
- Key Laboratory of Optic-electric Sensing and Analytical Chemistry for Life Science, MOE, Shandong Key Laboratory of Biochemical Analysis, College of Chemistry and Molecular Engineering, Qingdao University of Science and Technology, Qingdao 266042, China
| | - Yang Li
- Key Laboratory of Optic-electric Sensing and Analytical Chemistry for Life Science, MOE, Shandong Key Laboratory of Biochemical Analysis, College of Chemistry and Molecular Engineering, Qingdao University of Science and Technology, Qingdao 266042, China
| | - Rong Li
- Key Laboratory of Optic-electric Sensing and Analytical Chemistry for Life Science, MOE, Shandong Key Laboratory of Biochemical Analysis, College of Chemistry and Molecular Engineering, Qingdao University of Science and Technology, Qingdao 266042, China
| | - Gao-Chao Fan
- Key Laboratory of Optic-electric Sensing and Analytical Chemistry for Life Science, MOE, Shandong Key Laboratory of Biochemical Analysis, College of Chemistry and Molecular Engineering, Qingdao University of Science and Technology, Qingdao 266042, China
| | - Xiliang Luo
- Key Laboratory of Optic-electric Sensing and Analytical Chemistry for Life Science, MOE, Shandong Key Laboratory of Biochemical Analysis, College of Chemistry and Molecular Engineering, Qingdao University of Science and Technology, Qingdao 266042, China
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2
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Jorgensen MD, Chmielewski J. Recent advances in coiled-coil peptide materials and their biomedical applications. Chem Commun (Camb) 2022; 58:11625-11636. [PMID: 36172799 DOI: 10.1039/d2cc04434j] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Extensive research has gone into deciphering the sequence requirements for peptides to fold into coiled-coils of varying oligomeric states. More recently, additional signals have been introduced within coiled-coils to promote higher order assembly into biomaterials with a rich distribution of morphologies. Herein we describe these strategies for association of coiled-coil building blocks and biomedical applications. With many of the systems described herein having proven use in protein storage, cargo binding and delivery, three dimensional cell culturing and vaccine development, the future potential of coiled-coil materials to have significant biomedical impact is highly promising.
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Affiliation(s)
- Michael D Jorgensen
- Purdue University, Department of Chemistry, 560 Oval Drive, West Lafayette, Indiana, USA.
| | - Jean Chmielewski
- Purdue University, Department of Chemistry, 560 Oval Drive, West Lafayette, Indiana, USA.
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3
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Wang J, Liu J, Yang Z. Recent advances in peptide-based nanomaterials for targeting hypoxia. NANOSCALE ADVANCES 2021; 3:6027-6039. [PMID: 36133944 PMCID: PMC9418673 DOI: 10.1039/d1na00637a] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 09/01/2021] [Indexed: 06/16/2023]
Abstract
Hypoxia is a prominent feature of many severe diseases such as malignant tumors, ischemic strokes, and rheumatoid arthritis. The lack of oxygen has a paramount impact on angiogenesis, invasion, metastasis, and chemotherapy resistance. The potential of hypoxia as a therapeutic target has been increasingly recognized over the last decade. In order to treat these disease states, peptides have been extensively investigated due to their advantages in safety, target specificity, and tumor penetrability. Peptides can overcome difficulties such as low drug/energy delivery efficiency, hypoxia-induced drug resistance, and tumor nonspecificity. There are three main strategies for targeting hypoxia through peptide-based nanomaterials: (i) using peptide ligands to target cellular environments unique to hypoxic conditions, such as cell surface receptors that are upregulated in cells under hypoxic conditions, (ii) utilizing peptide linkers sensitive to the hypoxic microenvironment that can be cleaved to release therapeutic or diagnostic payloads, and (iii) a combination of the above where targeting peptides will localize the system to a hypoxic environment for it to be selectively cleaved to release its payload, forming a dual-targeting system. This review focuses on recent developments in the design and construction of novel peptide-based hypoxia-targeting nanomaterials, followed by their mechanisms and potential applications in diagnosis and treatment of hypoxic diseases. In addition, we address challenges and prospects of how peptide-based hypoxia-targeting nanomaterials can achieve a wider range of clinical applications.
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Affiliation(s)
- Jun Wang
- School of Pharmacy, Jining Medical University Rizhao 276800 China
| | - Jing Liu
- School of Pharmacy, Jining Medical University Rizhao 276800 China
| | - Zhongxing Yang
- School of Pharmacy, Jining Medical University Rizhao 276800 China
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4
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Jung BT, Lim M, Jung K, Li M, Dong H, Dube N, Xu T. Designing sub-20 nm self-assembled nanocarriers for small molecule delivery: Interplay among structural geometry, assembly energetics, and cargo release kinetics. J Control Release 2021; 329:538-551. [PMID: 32971202 DOI: 10.1016/j.jconrel.2020.09.037] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 09/17/2020] [Accepted: 09/18/2020] [Indexed: 02/07/2023]
Abstract
Biological constraints in diseased tissues have motivated the need for small nanocarriers (10-30 nm) to achieve sufficient vascular extravasation and pervasive tumor penetration. This particle size limit is only an order of magnitude larger than small molecules, such that cargo loading is better described by co-assembly processes rather than simple encapsulation. Understanding the structural, kinetic, and energetic contributions of carrier-cargo co-assembly is thus critical to achieve molecular-level control towards predictable in vivo behavior. These interconnected set of properties were systematically examined using sub-20 nm self-assembled nanocarriers known as three-helix micelles (3HM). Both hydrophobicity and the "geometric packing parameter" dictate small molecule compatibility with 3HM's alkyl tail core. Planar obelisk-like apomorphine and doxorubicin (DOX) molecules intercalated well within the 3HM core and near the core-shell interface, forming an integral component to the co-assembly, as corroborated by small-angle X-ray and neutron-scattering structural studies. DOX promoted crystalline alkyl tail ordering, which significantly increased (+63%) the activation energy of 3HM subunit exchange. Subsequently, 3HM-DOX displayed slow-release kinetics (t1/2 = 40 h) at physiological temperatures, with ~50× greater cargo preference for the micelle core as described by two drug partitioning coefficients (micellar core/shell Kp1 ~ 24, and shell/bulk solvent Kp2 ~ 2). The geometric and energetic insights between nanocarrier and their small molecule cargos developed here will aid in broader efforts to deconvolute the interconnected properties of carrier-drug co-assemblies. Adding this knowledge to pharmacological and immunological explorations will expand our understanding of nanomedicine behavior throughout all the physical and in vivo processes they are intended to encounter.
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Affiliation(s)
- Benson T Jung
- Department of Materials Science and Engineering, University of California, Berkeley, 210 Hearst Memorial Mining Building, Berkeley, CA 94720, United States
| | - Marc Lim
- UCB-UCSF Graduate Program in Bioengineering, University of California, Berkeley, 210 Hearst Memorial Mining Building, Berkeley, CA 94720, United States
| | - Katherine Jung
- Department of Chemistry, University of California, Berkeley, 210 Hearst Memorial Mining Building, Berkeley, CA 94720, United States
| | - Michael Li
- Department of Chemistry, University of California, Berkeley, 210 Hearst Memorial Mining Building, Berkeley, CA 94720, United States
| | - He Dong
- Department of Materials Science and Engineering, University of California, Berkeley, 210 Hearst Memorial Mining Building, Berkeley, CA 94720, United States
| | - Nikhil Dube
- Department of Materials Science and Engineering, University of California, Berkeley, 210 Hearst Memorial Mining Building, Berkeley, CA 94720, United States
| | - Ting Xu
- Department of Materials Science and Engineering, University of California, Berkeley, 210 Hearst Memorial Mining Building, Berkeley, CA 94720, United States; Department of Chemistry, University of California, Berkeley, 210 Hearst Memorial Mining Building, Berkeley, CA 94720, United States; Material Science Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Rd, Berkeley, CA 94720, United States.
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5
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Jung BT, Jung K, Lim M, Li M, Santos R, Ozawa T, Xu T. Design of 18 nm Doxorubicin-Loaded 3-Helix Micelles: Cellular Uptake and Cytotoxicity in Patient-Derived GBM6 Cells. ACS Biomater Sci Eng 2020; 7:196-206. [PMID: 33338381 DOI: 10.1021/acsbiomaterials.0c01639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The fate of nanocarrier materials at the cellular level constitutes a critical checkpoint in the development of effective nanomedicines, determining whether tissue level accumulation results in therapeutic benefit. The cytotoxicity and cell internalization of ∼18 nm 3-helix micelle (3HM) loaded with doxorubicin (DOX) were analyzed in patient-derived glioblastoma (GBM) cells in vitro. The half-maximal inhibitory concentration (IC50) of 3HM-DOX increased to 6.2 μg/mL from <0.5 μg/mL for free DOX in patient-derived GBM6 cells, to 15.0 μg/mL from 6.5 μg/mL in U87MG cells, and to 21.5 μg/mL from ∼0.5 μg/mL in LN229 cells. Modeling analysis of previous 3HM biodistribution results predicts that these cytotoxic concentrations are achievable with intravenous injection in rodent GBM models. 3HM-DOX formulations were internalized intact and underwent intracellular trafficking distinct from free DOX. 3HM was quantified to have an internalization half-life of 12.6 h in GBM6 cells, significantly longer than that reported for some liposome and polymer systems. 3HM was found to traffic through active endocytic processes, with clathrin-mediated endocytosis being the most involved of the pathways studied. Inhibition studies suggest substantial involvement of receptor recognition in 3HM uptake. As the 3HM surface is PEG-ylated with no targeting functionalities, protein corona-cell surface interactions, such as the apolipoprotein-low-density lipoprotein receptor, are expected to initiate internalization. The present work gives insights into the cytotoxicity, pharmacodynamics, and cellular interactions of 3HM and 3HM-DOX relevant for ongoing preclinical studies. This work also contributes to efforts to develop predictive mathematical models tracking the accumulation and biodistribution kinetics at a systemic level.
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Affiliation(s)
- Benson T Jung
- Department of Materials Science and Engineering, University of California, Berkeley, Berkeley, California 94720, United States
| | - Katherine Jung
- Department of Chemistry, University of California, Berkeley, Berkeley, California 94720, United States
| | - Marc Lim
- UCB-UCSF Graduate Program in Bioengineering, University of California, Berkeley, Berkeley, California 94720, United States
| | - Michael Li
- Department of Chemistry, University of California, Berkeley, Berkeley, California 94720, United States
| | - Raquel Santos
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California 94158, United States
| | - Tomoko Ozawa
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California 94158, United States
| | - Ting Xu
- Department of Materials Science and Engineering, University of California, Berkeley, Berkeley, California 94720, United States.,Department of Chemistry, University of California, Berkeley, Berkeley, California 94720, United States.,Material Science Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
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6
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Taylor PA, Jayaraman A. Molecular Modeling and Simulations of Peptide–Polymer Conjugates. Annu Rev Chem Biomol Eng 2020; 11:257-276. [DOI: 10.1146/annurev-chembioeng-092319-083243] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Peptide–polymer conjugates are a class of soft materials composed of covalently linked blocks of protein/polypeptides and synthetic/natural polymers. These materials are practically useful in biological applications, such as drug delivery, DNA/gene delivery, and antimicrobial coatings, as well as nonbiological applications, such as electronics, separations, optics, and sensing. Given their broad applicability, there is motivation to understand the molecular and macroscale structure, dynamics, and thermodynamic behavior exhibited by such materials. We focus on the past and ongoing molecular simulation studies aimed at obtaining such fundamental understanding and predicting molecular design rules for the target function. We describe briefly the experimental work in this field that validates or motivates these computational studies. We also describe the various models (e.g., atomistic, coarse-grained, or hybrid) and simulation methods (e.g., stochastic versus deterministic, enhanced sampling) that have been used and the types of questions that have been answered using these computational approaches.
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Affiliation(s)
- Phillip A. Taylor
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, Delaware 19716, USA
| | - Arthi Jayaraman
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, Delaware 19716, USA
- Department of Materials Science and Engineering, University of Delaware, Newark, Delaware 19716, USA
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7
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Habila N, Kulkarni K, Lee TH, Al-Garawi ZS, Serpell LC, Aguilar MI, Del Borgo MP. Transition of Nano-Architectures Through Self-Assembly of Lipidated β 3-Tripeptide Foldamers. Front Chem 2020; 8:217. [PMID: 32296680 PMCID: PMC7136582 DOI: 10.3389/fchem.2020.00217] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Accepted: 03/09/2020] [Indexed: 12/18/2022] Open
Abstract
β3-peptides consisting exclusively of β3-amino acids adopt a variety of non-natural helical structures and can self-assemble into well-defined hierarchical structures by axial head-to-tail self-assembly resulting in fibrous materials of varying sizes and shapes. To allow control of fiber morphology, a lipid moiety was introduced within a tri-β3-peptide sequence at each of the three amino acid positions and the N-terminus to gain finer control over the lateral assembly of fibers. Depending on the position of the lipid, the self-assembled structures formed either twisted ribbon-like fibers or distinctive multilaminar nanobelts. The nanobelt structures were comprised of multiple layers of peptide fibrils as revealed by puncturing the surface of the nanobelts with an AFM probe. This stacking phenomenon was completely inhibited through changes in pH, indicating that the layer stacking was mediated by electrostatic interactions. Thus, the present study is the first to show controlled self-assembly of these fibrous structures, which is governed by the location of the acyl chain in combination with the 3-point H-bonding motif. Overall, the results demonstrate that the nanostructures formed by the β3-tripeptide foldamers can be tuned via sequential lipidation of N-acetyl β3-tripeptides which control the lateral interactions between peptide fibrils and provide defined structures with a greater homogeneous population.
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Affiliation(s)
- Nathan Habila
- Department of Biochemistry and Molecular Biology, Monash University, Clayton, VIC, Australia
| | - Ketav Kulkarni
- Department of Biochemistry and Molecular Biology, Monash University, Clayton, VIC, Australia
| | - Tzong-Hsien Lee
- Department of Biochemistry and Molecular Biology, Monash University, Clayton, VIC, Australia
| | - Zahraa S Al-Garawi
- School of Life Sciences, University of Sussex, Brighton, United Kingdom.,Chemistry Department, Mustansiriyah University, Baghdad, Iraq
| | - Louise C Serpell
- School of Life Sciences, University of Sussex, Brighton, United Kingdom
| | - Marie-Isabel Aguilar
- Department of Biochemistry and Molecular Biology, Monash University, Clayton, VIC, Australia
| | - Mark P Del Borgo
- Department of Biochemistry and Molecular Biology, Monash University, Clayton, VIC, Australia.,Department of Pharmacology, Monash University, Clayton, VIC, Australia
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8
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Lim M, Dharmaraj V, Gong B, Jung BT, Xu T. Estimating Tumor Vascular Permeability of Nanoparticles Using an Accessible Diffusive Flux Model. ACS Biomater Sci Eng 2020; 6:2879-2892. [DOI: 10.1021/acsbiomaterials.9b01590] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Affiliation(s)
- Marc Lim
- UC Berkeley - UCSF Graduate Program in Bioengineering, University of California, Berkeley, Berkeley, California 94720, United States
- Department of Bioengineering, University of California, Berkeley, Berkeley, California 94720, United States
| | - Vishnu Dharmaraj
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States
| | - Boying Gong
- Department of Biostatistics, University of California, Berkeley, Berkeley, California 94720, United States
| | - Benson T. Jung
- Department of Materials Science & Engineering, University of California, Berkeley, Berkeley, California 94720, United States
| | - Ting Xu
- Department of Materials Science & Engineering, University of California, Berkeley, Berkeley, California 94720, United States
- Department of Chemistry, University of California, Berkeley, Berkeley, California 94720, United States
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9
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Ma D, Keten S. Stable micelles based on a mixture of coiled-coils: the role of different oligomeric states. NANOSCALE 2018; 10:7589-7596. [PMID: 29637959 DOI: 10.1039/c7nr09695j] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Homomeric micelles with tunable size, shape and stability have been extensively studied for biomedical applications such as drug carriers. However, designing the local valency and self-assembled morphology of nanophase-separated multicomponent micelles with varied ligand binding possibilities remains challenging. Here, we present micelles self-assembled from amphiphilic peptide-PEG-lipid hybrid conjugates, where the peptides can be either a 3-helix or 4-helix coiled-coil. We demonstrate that the micelle size and sphericity can be controlled based on the coiled-coil oligomeric state. Using theory and coarse-grained dissipative particle dynamics (DPD) simulations in an explicit solvent simulation, we studied the distribution of 3-helix and 4-helix conjugates within the mixed micelles and observed self-organization into nanodomains within the mixed micelle. We discovered that the phase separation behavior is dictated by the geometry mismatch in the alkyl chain length from different coiled-coil oligomeric states. Our analyses of the self-assembly tendency and drug delivery potency of mixed micelles with controlled multivalency provide important insights into the assembly and formation of nanophase-separated micelles.
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Affiliation(s)
- Dan Ma
- Department of Mechanical Engineering, Northwestern University, Evanston, Illinois 60208, USA.
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10
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Liu B, Thayumanavan S. Importance of Evaluating Dynamic Encapsulation Stability of Amphiphilic Assemblies in Serum. Biomacromolecules 2017; 18:4163-4170. [PMID: 29086559 PMCID: PMC5725245 DOI: 10.1021/acs.biomac.7b01220] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
In targeted drug delivery systems, it is desirable that the delivery of hydrophobic drugs to a cell or tissue is achieved with little to no side effects. To ensure that the drugs do not leak during circulation, encapsulation stability of the drug carrier in serum is critical. In this paper, we report on a modified FRET-based method to evaluate encapsulation stability of amphiphilic assemblies and cross-linked polymer assemblies in serum. Our results show that serum components can act as reservoirs for hydrophobic molecules. We also show that serum albumin is likely to be the primary determinant of this property. This work highlights the importance of assessing encapsulation stability in terms of dynamics of guest molecules, as it provides the critical distinction between hydrophobic molecules bound inside amphiphilic assemblies and the molecules that are bound to the hydrophobic pockets of serum albumin.
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Affiliation(s)
- Bin Liu
- Department of Chemistry, University of Massachusetts, Amherst, Massachusetts 01003, USA
| | - S. Thayumanavan
- Department of Chemistry, University of Massachusetts, Amherst, Massachusetts 01003, USA
- Center for Bioactive Delivery, Institute for Applied Life Sciences, University of Massachusetts, Amherst, Massachusetts 01003, USA
- Molecular and Cellular Biology Program, University of Massachusetts, Amherst, Massachusetts 01003, USA
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11
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Paik BA, Mane SR, Jia X, Kiick KL. Responsive Hybrid (Poly)peptide-Polymer Conjugates. J Mater Chem B 2017; 5:8274-8288. [PMID: 29430300 PMCID: PMC5802422 DOI: 10.1039/c7tb02199b] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
(Poly)peptide-polymer conjugates continue to garner significant interest in the production of functional materials given their composition of natural and synthetic building blocks that confer select and synergistic properties. Owing to opportunities to design predefined architectures and structures with different morphologies, these hybrid conjugates enable new approaches for producing micro- or nanomaterials. Their modular design enables the incorporation of multiple responsive properties into a single conjugate. This review presents recent advances in (poly)peptide-polymer conjugates for drug-delivery applications, with a specific focus on the utility of the (poly)peptide component in the assembly of particles and nanogels, as well as the role of the peptide in triggered drug release.
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Affiliation(s)
- Bradford A Paik
- Department of Materials Science and Engineering, University of Delaware, 201 DuPont Hall, Newark, DE 19716-3106
| | - Shivshankar R Mane
- The Institude For Chemical Technology and Polymer Chemistry, Karlsruhe Institute of Technology, Engesserstr. 18, 76128 Karlsruhe, Germany
| | - Xinqiao Jia
- Department of Materials Science and Engineering, University of Delaware, 201 DuPont Hall, Newark, DE 19716-3106
- Department of Biomedical Engineering, University of Delaware, 150 Academy Street, 161 Colburn Lab, Newark, DE 19716-3106
- Delaware Biotechnology Institute, 15 Innovation Way, Newark, DE 19711
| | - Kristi L Kiick
- Department of Materials Science and Engineering, University of Delaware, 201 DuPont Hall, Newark, DE 19716-3106
- Department of Biomedical Engineering, University of Delaware, 150 Academy Street, 161 Colburn Lab, Newark, DE 19716-3106
- Delaware Biotechnology Institute, 15 Innovation Way, Newark, DE 19711
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12
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Spencer RK, Hochbaum AI. The Phe-Ile Zipper: A Specific Interaction Motif Drives Antiparallel Coiled-Coil Hexamer Formation. Biochemistry 2017; 56:5300-5308. [DOI: 10.1021/acs.biochem.7b00756] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Ryan K. Spencer
- Department of Chemistry and Department of Chemical Engineering & Materials Science, University of California, Irvine, Irvine, California 92697-2575, United States
| | - Allon I. Hochbaum
- Department of Chemistry and Department of Chemical Engineering & Materials Science, University of California, Irvine, Irvine, California 92697-2575, United States
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13
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Ang J, Ma D, Jung BT, Keten S, Xu T. Sub-20 nm Stable Micelles Based on a Mixture of Coiled-Coils: A Platform for Controlled Ligand Presentation. Biomacromolecules 2017; 18:3572-3580. [DOI: 10.1021/acs.biomac.7b00917] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Affiliation(s)
- JooChuan Ang
- Department
of Materials Science and Engineering, University of California, Berkeley, California 94720, United States
| | - Dan Ma
- Department
of Civil and Environmental Engineering and Department of Mechanical
Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Benson T. Jung
- Department
of Materials Science and Engineering, University of California, Berkeley, California 94720, United States
| | - Sinan Keten
- Department
of Civil and Environmental Engineering and Department of Mechanical
Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Ting Xu
- Department
of Materials Science and Engineering, University of California, Berkeley, California 94720, United States
- Department
of Chemistry, University of California, Berkeley, California 94720, United States
- Material
Science Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
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14
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Chang C, Liang P, Chen L, Liu J, Chen S, Zheng G, Quan C. pH-responsive nanoparticle assembly from peptide amphiphiles for tumor targeting drug delivery. JOURNAL OF BIOMATERIALS SCIENCE-POLYMER EDITION 2017; 28:1338-1350. [PMID: 28467173 DOI: 10.1080/09205063.2017.1325095] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
In this paper, the peptide amphiphiles (PA) which consists of RGDSEEEEEEEEEEK as pH-sensitive segment and stearic acid as hydrophobic segment named RGDS-E10-Lys(C18) was successfully synthesized. TEM images showed that uniformly dispersed nanoparticles could be formed by PA molecules in pH 7.4 medium, however, disintegrated in pH 5.0 medium. Circular dichroism (CD) spectrum indicated that polypeptide adopted a random-coil conformation in neutral medium (pH 7.4). The CD signal was significantly attenuate for decreased solubility of PA in medium with pH 5.0. As expected, the prepared RGDS-E10-Lys(C18) assembly showed high pH-sensitive property which demonstrated a much more rapid drug release from micelles in tumor tissue (acidic environment) than in physiological environment (neutral environment). After DOX-loaded micelles incubated with tumor cells, the cytotoxicity of the micelles against Hela cells was increased obviously, indicating the great potential of micelles developed here as promising vehicle for targeted pH-responsive drug delivery.
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Affiliation(s)
- Cong Chang
- a Key Laboratory of Chinese Medicine Resource and Compound Prescription of Ministry of Education , Hubei University of Chinese Medicine , Wuhan , P. R. China
| | - Peiqing Liang
- b Department of Biomedical Engineering , School of Engineering, Sun Yat-sen University , Guangzhou , P. R. China
| | - Linlin Chen
- a Key Laboratory of Chinese Medicine Resource and Compound Prescription of Ministry of Education , Hubei University of Chinese Medicine , Wuhan , P. R. China
| | - Junfeng Liu
- a Key Laboratory of Chinese Medicine Resource and Compound Prescription of Ministry of Education , Hubei University of Chinese Medicine , Wuhan , P. R. China
| | - Shihong Chen
- a Key Laboratory of Chinese Medicine Resource and Compound Prescription of Ministry of Education , Hubei University of Chinese Medicine , Wuhan , P. R. China
| | - Guohua Zheng
- a Key Laboratory of Chinese Medicine Resource and Compound Prescription of Ministry of Education , Hubei University of Chinese Medicine , Wuhan , P. R. China
| | - Changyun Quan
- b Department of Biomedical Engineering , School of Engineering, Sun Yat-sen University , Guangzhou , P. R. China
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15
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Affiliation(s)
| | | | | | - Ting Xu
- Material
Science Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
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16
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Song J, Palanikumar L, Choi Y, Kim I, Heo TY, Ahn E, Choi SH, Lee E, Shibasaki Y, Ryu JH, Kim BS. The power of the ring: a pH-responsive hydrophobic epoxide monomer for superior micelle stability. Polym Chem 2017. [DOI: 10.1039/c7py01613a] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
We developed micelles with superior stability by integrating a novel hydrophobic, pH-responsive epoxide monomer, tetrahydropyranyl glycidyl ether.
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17
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Lund R, Ang J, Shu JY, Xu T. Understanding Peptide Oligomeric State in Langmuir Monolayers of Amphiphilic 3-Helix Bundle-Forming Peptide-PEG Conjugates. Biomacromolecules 2016; 17:3964-3972. [PMID: 27784156 DOI: 10.1021/acs.biomac.6b01356] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Coiled-coil peptide-polymer conjugates are an emerging class of biomaterials. Fundamental understanding of the coiled-coil oligomeric state and assembly process of these hybrid building blocks is necessary to exert control over their assembly into well-defined structures. Here, we studied the effect of peptide structure and PEGylation on the self-assembly process and oligomeric state of a Langmuir monolayer of amphiphilic coiled-coil peptide-polymer conjugates using X-ray reflectivity (XR) and grazing-incidence X-ray diffraction (GIXD). Our results show that the oligomeric state of PEGylated amphiphiles based on 3-helix bundle-forming peptide is surface pressure dependent, a mixture of dimers and trimers was formed at intermediate surface pressure but transitions into trimers completely upon increasing surface pressure. Moreover, the interhelical distance within the coiled-coil bundle of 3-helix peptide-PEG conjugate amphiphiles was not perturbed under high surface pressure. Present studies provide valuable insights into the self-assembly process of hybrid peptide-polymer conjugates and guidance to develop biomaterials with controlled multivalency of ligand presentation.
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Affiliation(s)
- Reidar Lund
- Department of Materials Science and Engineering, University of California, Berkeley 94720, United States.,Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley 94720, United States
| | - JooChuan Ang
- Department of Materials Science and Engineering, University of California, Berkeley 94720, United States
| | - Jessica Y Shu
- Department of Materials Science and Engineering, University of California, Berkeley 94720, United States
| | - Ting Xu
- Department of Materials Science and Engineering, University of California, Berkeley 94720, United States.,Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley 94720, United States.,Department of Chemistry, University of California, Berkeley 94720, United States
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18
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Ang J, Ma D, Lund R, Keten S, Xu T. Internal Structure of 15 nm 3-Helix Micelle Revealed by Small-Angle Neutron Scattering and Coarse-Grained MD Simulation. Biomacromolecules 2016; 17:3262-3267. [DOI: 10.1021/acs.biomac.6b00986] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
| | - Dan Ma
- Department
of Civil and Environmental Engineering and Department of Mechanical
Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Reidar Lund
- Department
of Chemistry, University of Oslo, P.O. Box 1033, Blindern, N-0315 Oslo, Norway
| | - Sinan Keten
- Department
of Civil and Environmental Engineering and Department of Mechanical
Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Ting Xu
- Material
Science Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
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19
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Nešporová K, Šógorková J, Šmejkalová D, Kulhánek J, Huerta-Angeles G, Kubala L, Velebný V. Influence of serum albumin on intracellular delivery of drug-loaded hyaluronan polymeric micelles. Int J Pharm 2016; 511:638-647. [DOI: 10.1016/j.ijpharm.2016.07.057] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2016] [Revised: 07/23/2016] [Accepted: 07/25/2016] [Indexed: 12/13/2022]
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20
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Ma Y, Huang J, Song S, Chen H, Zhang Z. Cancer-Targeted Nanotheranostics: Recent Advances and Perspectives. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2016; 12:4936-4954. [PMID: 27150247 DOI: 10.1002/smll.201600635] [Citation(s) in RCA: 118] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2016] [Revised: 03/22/2016] [Indexed: 05/10/2023]
Abstract
Cancer-targeted nanotechnology is experiencing the trend of finding new materials with multiple functions for imaging and therapeutic applications. With the rapid development of the related fields, there exists a large number of reports regarding theranostic nanomedicine, decreasing the gap between cancer diagnosis and treatment with minimized separate comprehensions. In order to present an overview on the cancer-targeted nanotheranostics, we first describe their essential building blocks, including platforms, therapeutic agents and imaging agents, and then the recently rapidly developed multimodal theranostic systems. Finally we discuss the major challenges and the perspectives of future development of nanotheranostics toward clinical translations and personalized nanomedicine.
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Affiliation(s)
- Yufei Ma
- CAS Key Laboratory of Nano-Bio Interface, Division of Nanobiomedicine, CAS Center for Excellence in Nanoscience, Suzhou Institute of Nano-Tech and Nano-Bionics, Chinese Academy of Sciences, Suzhou, 215123, China
| | - Jie Huang
- CAS Key Laboratory of Nano-Bio Interface, Division of Nanobiomedicine, CAS Center for Excellence in Nanoscience, Suzhou Institute of Nano-Tech and Nano-Bionics, Chinese Academy of Sciences, Suzhou, 215123, China
| | - Saijie Song
- CAS Key Laboratory of Nano-Bio Interface, Division of Nanobiomedicine, CAS Center for Excellence in Nanoscience, Suzhou Institute of Nano-Tech and Nano-Bionics, Chinese Academy of Sciences, Suzhou, 215123, China
| | - Huabing Chen
- Jiangsu Key Laboratory of Translational Research and Therapy for Neuro-Psycho-Diseases, College of Pharmaceutical Sciences, Soochow University, Suzhou, 215123, China.
| | - Zhijun Zhang
- CAS Key Laboratory of Nano-Bio Interface, Division of Nanobiomedicine, CAS Center for Excellence in Nanoscience, Suzhou Institute of Nano-Tech and Nano-Bionics, Chinese Academy of Sciences, Suzhou, 215123, China.
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21
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Xie M, Wang S, Singh A, Cooksey TJ, Marquez MD, Bhattarai A, Kourentzi K, Robertson ML. Fluorophore exchange kinetics in block copolymer micelles with varying solvent-fluorophore and solvent-polymer interactions. SOFT MATTER 2016; 12:6196-205. [PMID: 27383924 PMCID: PMC4973472 DOI: 10.1039/c6sm00297h] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Fluorescence spectroscopy was employed to characterize the kinetics of guest exchange in diblock copolymer micelles composed of poly(ethylene oxide-b-ε-caprolactone) (PEO-PCL) diblock copolymers in water/tetrahydrofuran (THF) mixtures which encapsulated fluorophores. The solvent composition (THF content) of the micelle solution was varied as a means of modulating the strength of interactions between the fluorophore and solvent as well as between the micelle core and solvent. A donor-acceptor fluorophore pair was employed consisting of 3,3'-dioctadecyloxacarbocyanine perchlorate (DiO, the donor) and 1,1'-dioctadecyl-3,3,3',3'-tetramethylindocarbocyanine perchlorate (DiI, the acceptor). Through the process of Förster resonance energy transfer (FRET), energy was transferred from the donor to acceptor when the fluorophores were in close proximity. A micelle solution containing DiO was mixed with a micelle solution containing DiI at t = 0, and the emission spectra of the mixed solution were monitored over time (at an excitation wavelength optimized for the donor). In micelle solutions containing 5 and 10 vol% THF in the bulk solvent, an increase in the acceptor peak intensity maximum occurred over time in the post-mixed solution, accompanied by a decrease in the donor peak intensity maximum, indicating the presence of energy transfer from the donor to the acceptor. At long times, the FRET ratios (acceptor peak intensity divided by the sum of the acceptor and donor peak intensities) were indistinguishable from that determined from pre-mixed micelle solutions of the same THF content (in pre-mixed solutions, DiO and DiI were encapsulated within the same micelle cores). In the micelle solution containing 20 vol% THF, the fluorophore exchange process occurred too quickly to be observed (the FRET ratios measured from the solutions mixed at t = 0 were commensurate to that measured from the pre-mixed solution). A time constant describing the guest exchange process was extracted from the time-dependence of the FRET ratio through fit of an exponential decay. An increase in the THF content in the micelle solution resulted in a decrease in the time constant, and the time constant varied over five orders of magnitude as the THF content was varied from 5-20 vol%.
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Affiliation(s)
- Michelle Xie
- Department of Chemical and Biomolecular Engineering, University of Houston, 4726 Calhoun Road, S222 Engineering Building 1, Houston, TX 77204-4004, USA.
| | - Shu Wang
- Department of Chemical and Biomolecular Engineering, University of Houston, 4726 Calhoun Road, S222 Engineering Building 1, Houston, TX 77204-4004, USA.
| | - Avantika Singh
- Department of Chemical and Biomolecular Engineering, University of Houston, 4726 Calhoun Road, S222 Engineering Building 1, Houston, TX 77204-4004, USA.
| | - Tyler J Cooksey
- Department of Chemical and Biomolecular Engineering, University of Houston, 4726 Calhoun Road, S222 Engineering Building 1, Houston, TX 77204-4004, USA.
| | - Maria D Marquez
- Department of Chemical and Biomolecular Engineering, University of Houston, 4726 Calhoun Road, S222 Engineering Building 1, Houston, TX 77204-4004, USA.
| | - Ashish Bhattarai
- Department of Chemical and Biomolecular Engineering, University of Houston, 4726 Calhoun Road, S222 Engineering Building 1, Houston, TX 77204-4004, USA.
| | - Katerina Kourentzi
- Department of Chemical and Biomolecular Engineering, University of Houston, 4726 Calhoun Road, S222 Engineering Building 1, Houston, TX 77204-4004, USA.
| | - Megan L Robertson
- Department of Chemical and Biomolecular Engineering, University of Houston, 4726 Calhoun Road, S222 Engineering Building 1, Houston, TX 77204-4004, USA.
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22
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Seo JW, Ang J, Mahakian LM, Tam S, Fite B, Ingham ES, Beyer J, Forsayeth J, Bankiewicz KS, Xu T, Ferrara KW. Self-assembled 20-nm (64)Cu-micelles enhance accumulation in rat glioblastoma. J Control Release 2015; 220:51-60. [PMID: 26437259 DOI: 10.1016/j.jconrel.2015.09.057] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2015] [Revised: 09/17/2015] [Accepted: 09/27/2015] [Indexed: 12/18/2022]
Abstract
There is an urgent need to develop nanocarriers for the treatment of glioblastoma multiforme (GBM). Using co-registered positron emission tomography (PET) and magnetic resonance (MR) images, here we performed systematic studies to investigate how a nanocarrier's size affects the pharmacokinetics and biodistribution in rodents with a GBM xenograft. In particular, highly stable, long-circulating three-helix micelles (3HM), based on a coiled-coil protein tertiary structure, were evaluated as an alternative to larger nanocarriers. While the circulation half-life of the 3HM was similar to 110-nm PEGylated liposomes (t1/2=15.5 and 16.5h, respectively), the 20-nm micelles greatly enhanced accumulation within a U87MG xenograft in nu/nu rats after intravenous injection. After accounting for tumor blood volume, the extravasated nanoparticles were quantified from the PET images, yielding ~0.77%ID/cm(3) for the micelles and 0.45%ID/cm(3) for the liposomes. For GBM lesions with a volume greater than 100mm(3), 3HM accumulation was enhanced both within the detectable tumor and in the surrounding brain parenchyma. Further, the nanoparticle accumulation was shown to extend to the margins of the GBM xenograft. In summary, 3HM provides an attractive nanovehicle for carrying treatment to GBM.
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Affiliation(s)
- Jai Woong Seo
- Department of Biomedical Engineering, University of California, Davis, Davis, CA, United States
| | - JooChuan Ang
- Department of Materials Science & Engineering, University of California, Berkeley, Berkeley, CA, United States
| | - Lisa M Mahakian
- Department of Biomedical Engineering, University of California, Davis, Davis, CA, United States
| | - Sarah Tam
- Department of Biomedical Engineering, University of California, Davis, Davis, CA, United States
| | - Brett Fite
- Department of Biomedical Engineering, University of California, Davis, Davis, CA, United States
| | - Elizabeth S Ingham
- Department of Biomedical Engineering, University of California, Davis, Davis, CA, United States
| | - Janine Beyer
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, United States
| | - John Forsayeth
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, United States
| | - Krystof S Bankiewicz
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, United States
| | - Ting Xu
- Department of Materials Science & Engineering, University of California, Berkeley, Berkeley, CA, United States
| | - Katherine W Ferrara
- Department of Biomedical Engineering, University of California, Davis, Davis, CA, United States.
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23
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Amphiphilic poly(amino acid) based micelles applied to drug delivery: The in vitro and in vivo challenges and the corresponding potential strategies. J Control Release 2015; 199:84-97. [DOI: 10.1016/j.jconrel.2014.12.012] [Citation(s) in RCA: 101] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2014] [Revised: 12/09/2014] [Accepted: 12/10/2014] [Indexed: 01/08/2023]
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24
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Dong H, Lund R, Xu T. Micelle stabilization via entropic repulsion: balance of force directionality and geometric packing of subunit. Biomacromolecules 2015; 16:743-7. [PMID: 25575164 DOI: 10.1021/bm501659w] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Nanoparticles, 10-30 nm in size, have shown great prospects as nanocarriers for drug delivery. We designed amphiphiles based on 3-helix peptide-PEG conjugate forming 15 nm micelles (defined as "3-helix micelles") with good in vivo stability. Here, we investigated the effect of the site of PEG conjugation on the kinetic stability and showed that the conjugation site affects the PEG chain conformation and the overall molecular architecture of the subunit. Compared to the original design where the PEG chain is located in the middle of the 3-helix bundle, micelle kinetic stability was reduced when the PEG chain was attached near the N-terminus (t(1/2) = 35 h) but was enhanced when the PEG chain was attached near the C-terminus (t(1/2) = 80 h). Quantitative structural and kinetic analysis suggest that the kinetic stability was largely dictated by the combined effects of entropic repulsion associated with PEG chain conformation and the geometric packing of the trimeric subunits. The modular design approach coupled with a variety of well-defined protein stucture and functional polymers will significantly expand the utility of these materials as nanocarriers to meet current demands in nanomedine.
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Affiliation(s)
- He Dong
- Department of Materials Science and Engineering, University of California, Berkeley , Berkeley, California 94720, United States
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25
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Chai DF, Ma Z, Yan H, Qiu Y, Liu H, Guo HD, Gao GG. Synergistic effect of sandwich polyoxometalates and copper–imidazole complexes for enhancing the peroxidase-like activity. RSC Adv 2015. [DOI: 10.1039/c5ra13265g] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Two inorganic–organic hybrids based on copper(ii)–imidazole complex modified sandwich-type tungstobismuthate or tungstoantimonite, have been synthesized, demonstrating higher peroxidase-like activity using TMB as a peroxidase substrate.
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Affiliation(s)
- Dong-Feng Chai
- Department of Chemistry
- College of Pharmacy
- Jiamusi University
- Jiamusi 154004
- China
| | - Zhuo Ma
- School of Life Science and Technology
- Harbin Institute of Technology
- Harbin
- P.R. China
| | - Hong Yan
- Department of Chemistry
- College of Pharmacy
- Jiamusi University
- Jiamusi 154004
- China
| | - YunFeng Qiu
- State Key Laboratory of Urban Water Resource and Environment
- Harbin Institute of Technology
- Harbin 150090
- China
- Key Laboratory of Microsystems and Micronanostructures Manufacturing (Ministry of Education)
| | - Hong Liu
- Department of Chemistry
- College of Pharmacy
- Jiamusi University
- Jiamusi 154004
- China
| | - Hua-Dong Guo
- Department of Chemistry
- Changchun Normal University
- Changchun 130032
- China
| | - Guang-Gang Gao
- Department of Chemistry
- College of Pharmacy
- Jiamusi University
- Jiamusi 154004
- China
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26
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Fu IW, Markegard CB, Nguyen HD. Solvent effects on kinetic mechanisms of self-assembly by peptide amphiphiles via molecular dynamics simulations. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2015; 31:315-24. [PMID: 25488898 DOI: 10.1021/la503399x] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Peptide amphiphiles are known to form a variety of distinctive self-assembled nanostructures (including cylindrical nanofibers in hydrogels) dependent upon the solvent conditions. Using a novel coarse-grained model, large-scale molecular dynamics simulations are performed on a system of 800 peptide amphiphiles (sequence, palmitoyl-Val3Ala3Glu3) to elucidate kinetic mechanisms of molecular assembly as a function of the solvent conditions. The assembly process is found to occur via a multistep process with transient intermediates that ultimately leads to the stabilized nanostructures including open networks of β-sheets, cylindrical nanofibers, and elongated micelles. Different kinetic mechanisms are compared in terms of peptide secondary structures, solvent-accessible surface area, radius of gyration, relative shape anisotropy, intra/intermolecular interactions, and aggregate size dynamics to provide insightful information for the design of functional biomaterials.
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Affiliation(s)
- Iris W Fu
- Department of Chemical Engineering and Materials Science, University of California, Irvine , Irvine, California 92697, United States
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