1
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Zhang T, Li Y, Guo J, Sun W, Lv Y. Synthetic Polymer Nanoparticles as an Abiotic Artificial Inhibitor of Tyrosinase. Adv Healthc Mater 2024; 13:e2303615. [PMID: 38174888 DOI: 10.1002/adhm.202303615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 12/23/2023] [Indexed: 01/05/2024]
Abstract
An innovative methodology is presented for synthesizing synthetic polymer nanoparticles (TINPs) as potent tyrosinase inhibitors. This inhibition strategy combines the integration of two distinct functionalities, phenol, and phenylboronic acid, within the TINPs structure. The phenyl group mimics the natural monophenol substrate, forming a strong coordination with the catalytic copper ion, significantly inhibiting tyrosinase activity. Additionally, phenylboronic acid interacts with catechol, another tyrosinase substrate, further reducing enzyme efficiency. The shared benzene ring in phenyl and phenylboronic acid enhances binding to tyrosinase's hydrophobic pocket near its copper active site, contributing to potent inhibition. TINPs exhibit exceptional performance, boasting an impressive IC50 value of 3.5×10-8 m and an inhibition constant of 9.8×10-9 m. Validation of the approach is unequivocally demonstrated through the successful inhibition of tyrosinase activity and melanin production, substantiated in both in vitro and in vivo scenarios. The mechanism of TINP inhibition is elucidated through circular dichroism and Fourier transform infrared spectroscopy. This study introduces a versatile design approach for developing abiotic polymer-based enzyme inhibitors, expanding possibilities in enzyme inhibition research.
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Affiliation(s)
- Tong Zhang
- State Key Laboratory of Organic-Inorganic Composites, National Energy Research and Development Center for Biorefinery, International Joint Bioenergy Laboratory of Ministry of Education, Beijing Key Laboratory of Bioprocess, College of Life Science and Technology, Beijing University of Chemical Technology, Beijing, 100029, China
| | - Yuan Li
- State Key Laboratory of Organic-Inorganic Composites, National Energy Research and Development Center for Biorefinery, International Joint Bioenergy Laboratory of Ministry of Education, Beijing Key Laboratory of Bioprocess, College of Life Science and Technology, Beijing University of Chemical Technology, Beijing, 100029, China
| | - Jing Guo
- Institute of Clinical Medicine, China-Japan Friendship Hospital, Beijing, 100029, China
| | - Weiliang Sun
- Institute of Clinical Medicine, China-Japan Friendship Hospital, Beijing, 100029, China
| | - Yongqin Lv
- State Key Laboratory of Organic-Inorganic Composites, National Energy Research and Development Center for Biorefinery, International Joint Bioenergy Laboratory of Ministry of Education, Beijing Key Laboratory of Bioprocess, College of Life Science and Technology, Beijing University of Chemical Technology, Beijing, 100029, China
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2
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Jung K, Corrigan N, Wong EHH, Boyer C. Bioactive Synthetic Polymers. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2022; 34:e2105063. [PMID: 34611948 DOI: 10.1002/adma.202105063] [Citation(s) in RCA: 46] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 08/13/2021] [Indexed: 05/21/2023]
Abstract
Synthetic polymers are omnipresent in society as textiles and packaging materials, in construction and medicine, among many other important applications. Alternatively, natural polymers play a crucial role in sustaining life and allowing organisms to adapt to their environments by performing key biological functions such as molecular recognition and transmission of genetic information. In general, the synthetic and natural polymer worlds are completely separated due to the inability for synthetic polymers to perform specific biological functions; in some cases, synthetic polymers cause uncontrolled and unwanted biological responses. However, owing to the advancement of synthetic polymerization techniques in recent years, new synthetic polymers have emerged that provide specific biological functions such as targeted molecular recognition of peptides, or present antiviral, anticancer, and antimicrobial activities. In this review, the emergence of this generation of bioactive synthetic polymers and their bioapplications are summarized. Finally, the future opportunities in this area are discussed.
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Affiliation(s)
- Kenward Jung
- Cluster for Advanced Macromolecular Design (CAMD), Australian Centre for Nanomedicine (ACN), and School of Chemical Engineering, University of New South Wales (UNSW) Sydney, Sydney, NSW, 2052, Australia
| | - Nathaniel Corrigan
- Cluster for Advanced Macromolecular Design (CAMD), Australian Centre for Nanomedicine (ACN), and School of Chemical Engineering, University of New South Wales (UNSW) Sydney, Sydney, NSW, 2052, Australia
| | - Edgar H H Wong
- Cluster for Advanced Macromolecular Design (CAMD), Australian Centre for Nanomedicine (ACN), and School of Chemical Engineering, University of New South Wales (UNSW) Sydney, Sydney, NSW, 2052, Australia
| | - Cyrille Boyer
- Cluster for Advanced Macromolecular Design (CAMD), Australian Centre for Nanomedicine (ACN), and School of Chemical Engineering, University of New South Wales (UNSW) Sydney, Sydney, NSW, 2052, Australia
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3
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Nakamoto M, Escalante T, Gutiérrez JM, Shea KJ. A Biomimetic of Endogenous Tissue Inhibitors of Metalloproteinases: Inhibition Mechanism and Contribution of Composition, Polymer Size, and Shape to the Inhibitory Effect. NANO LETTERS 2021; 21:5663-5670. [PMID: 34181420 DOI: 10.1021/acs.nanolett.1c01357] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
A biomimetic of endogenous tissue inhibitors of metalloproteinases (TIMPs) was engineered by introducing three binding elements to a synthetic tetrapolymer. We evaluated the contribution of composition, size, and shape of the TIMP-mimicking polymers to the inhibition of BaP1, a P-I class snake venom metalloproteinase (SVMP). Inhibition was achieved when the size of the linear polymer (LP) was comparable to or greater than that of the enzyme, indicating the efficacy requires binding to a significant portion of the enzyme surface in the vicinity of the active site. The efficacy of a low cross-linked polymer hydrogel nanoparticle (NP) of substantially greater molecular weight was comparable to that of the LPs despite differences in size and shape, an important finding for in vivo applications. The abiotic TIMP was effective against two classes of SVMPs in whole snake venom. The results can serve as a design principle for biomimetic polymer inhibitors of enzymes.
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Affiliation(s)
- Masahiko Nakamoto
- Department of Chemistry, University of California, Irvine, Irvine, California 92697, United States
| | - Teresa Escalante
- Instituto Clodomiro Picado, Facultad de Microbiología, Universidad de Costa Rica, San José 11501, Costa Rica
| | - José M Gutiérrez
- Instituto Clodomiro Picado, Facultad de Microbiología, Universidad de Costa Rica, San José 11501, Costa Rica
| | - Kenneth J Shea
- Department of Chemistry, University of California, Irvine, Irvine, California 92697, United States
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Abstract
Protein affinity reagents are widely used for basic research, diagnostics, and disease therapy. Antibodies and their fragments are known as the most common protein affinity reagents. They specifically and strongly bind to target molecules and inhibit their functions. Thus, antibody drugs have increased in the recent two decades for disease therapy, such as cancer. These strong protein-protein interactions are composed of a nexus of multiple weak interactions. Synthetic polymers that bind to target molecules have been developed by the imitation of protein-protein interactions. These polymers show nanomolar affinity for the target and neutralize their functions; thus, they are of significant interest as a cost-effective protein affinity reagent. We have been developing synthetic polymer nanoparticles (NPs) that bind to target peptides and proteins by the inclusion of several functional monomers, such as charged and hydrophobic monomers. In this review, the focus is on the design of synthetic polymer NPs that bind to target molecules for disease therapy. We succeeded in neutralization of toxic peptides and signaling proteins both in vitro and in vivo. Additionally, linear polymers were modified on a lipid nanoparticle surface to improve polymer biodistribution. Our recent findings should provide useful information for the development of abiotic protein affinity reagents.
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Affiliation(s)
- Hiroyuki Koide
- Department of Medical Biochemistry, School of Pharmaceutical Sciences, University of Shizuoka
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5
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Lira AL, Ferreira RS, Oliva MLV, Sousa AA. Regulation of Thrombin Activity with Ultrasmall Nanoparticles: Effects of Surface Chemistry. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2020; 36:7991-8001. [PMID: 32590899 DOI: 10.1021/acs.langmuir.0c01352] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Nanomaterials displaying well-tailored sizes and surface chemistries can provide novel ways with which to modulate the structure and function of enzymes. Recently, we showed that gold nanoparticles (AuNPs) in the ultrasmall size regime could perform as allosteric effectors inducing partial inhibition of thrombin activity. We now find that the nature of the AuNP surface chemistry controls the interactions to the anion-binding exosites 1 and 2 on the surface of thrombin, the allosterically induced changes to the active-site conformation, and, by extension, the enzymatic activity. Ultrasmall AuNPs passivated with p-mercaptobenzoic acid ligands (AuMBA) and a peptide-based (Ac-ECYN) biomimetic coat (AuECYN) were utilized in our investigations. Remarkably, we found that while AuMBA binds to exosites 1 and 2, AuECYN interacts primarily with exosite 2. It was further established that AuMBA behaves as a "mild denaturant" of thrombin leading to catalytic dysfunction over time. Conversely, AuECYN resembles a proper allosteric effector leading to partial and reversible inhibition of the activity. Collectively, our findings reveal how the distinct binding modes of different AuNP types may uniquely influence thrombin structure and catalysis. The present study further contributes to our understanding of how synthetic nanomaterials could be exploited in the allosteric regulation of enzymes.
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Affiliation(s)
- André L Lira
- Department of Biochemistry, Federal University of São Paulo, São Paulo, SP 04044-020, Brazil
| | - Rodrigo S Ferreira
- Department of Biochemistry, Federal University of São Paulo, São Paulo, SP 04044-020, Brazil
| | - Maria Luiza V Oliva
- Department of Biochemistry, Federal University of São Paulo, São Paulo, SP 04044-020, Brazil
| | - Alioscka A Sousa
- Department of Biochemistry, Federal University of São Paulo, São Paulo, SP 04044-020, Brazil
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6
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Tötsch N, Hoffmann D. Bayesian Data Integration Questions Classic Study on Protease Self-Digest Kinetics. ACS OMEGA 2020; 5:15162-15168. [PMID: 32637789 PMCID: PMC7331054 DOI: 10.1021/acsomega.0c01109] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Accepted: 06/02/2020] [Indexed: 06/11/2023]
Abstract
We combine Bayesian data integration with kinetic modeling to rigorously identify reaction mechanisms. This approach forces models to be consistent not only with kinetic measurements but with all available information. We revisit a classic study on trypsin self-digest acceleration by colloidal silica. Bayesian data integration reveals that the mechanism suggested in that study is inconsistent with its presented data. We propose an improved hypothesis. However, the detailed mechanism of the surface reaction cannot be inferred from the available data.
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Affiliation(s)
- Niklas Tötsch
- Bioinformatics and Computational
Biophysics, Universität Duisburg-Essen, 45141 Essen, Germany
| | - Daniel Hoffmann
- Bioinformatics and Computational
Biophysics, Universität Duisburg-Essen, 45141 Essen, Germany
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7
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Nakamoto M, Zhao D, Benice OR, Lee SH, Shea KJ. Abiotic Mimic of Endogenous Tissue Inhibitors of Metalloproteinases: Engineering Synthetic Polymer Nanoparticles for Use as a Broad-Spectrum Metalloproteinase Inhibitor. J Am Chem Soc 2020; 142:2338-2345. [PMID: 31918547 DOI: 10.1021/jacs.9b11481] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
We describe a process for engineering a synthetic polymer nanoparticle (NP) that functions as an effective, broad-spectrum metalloproteinase inhibitor. Inhibition is achieved by incorporating three functional elements in the NP: a group that interacts with the catalytic zinc ion, functionality that enhances affinity to the substrate-binding pocket, and fine-tuning of the chemical composition of the polymer to strengthen NP affinity for the enzyme surface. The approach is validated by synthesis of a NP that sequesters and inhibits the proteolytic activity of snake venom metalloproteinases from five clinically relevant species of snakes. The mechanism of action of the NP mimics that of endogenous tissue inhibitors of metalloproteinases. The strategy provides a general design principle for synthesizing abiotic polymer inhibitors of enzymes.
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Affiliation(s)
- Masahiko Nakamoto
- Department of Chemistry , University of California, Irvine , Irvine , California 92697 , United States
| | - Di Zhao
- Department of Chemistry , University of California, Irvine , Irvine , California 92697 , United States
| | - Olivia Rose Benice
- Department of Chemistry , University of California, Irvine , Irvine , California 92697 , United States
| | - Shih-Hui Lee
- Department of Chemistry , University of California, Irvine , Irvine , California 92697 , United States
| | - Kenneth J Shea
- Department of Chemistry , University of California, Irvine , Irvine , California 92697 , United States
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8
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Smolin D, Tötsch N, Grad JN, Linders J, Kaschani F, Kaiser M, Kirsch M, Hoffmann D, Schrader T. Accelerated trypsin autolysis by affinity polymer templates. RSC Adv 2020; 10:28711-28719. [PMID: 35520047 PMCID: PMC9055874 DOI: 10.1039/d0ra05827k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Accepted: 07/20/2020] [Indexed: 11/21/2022] Open
Abstract
Affinity copolymers specifically recognize the trypsin surface and act as templates for multiple protease molecules, leading to drastically accelerated autolysis – an unusual way for highly efficient enzyme inhibition at physiological conditions.
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Affiliation(s)
- Daniel Smolin
- Faculty of Chemistry
- University of Duisburg-Essen
- 45117 Essen
- Germany
| | - Niklas Tötsch
- Faculty of Biology
- University of Duisburg-Essen
- 45117 Essen
- Germany
| | - Jean-Noël Grad
- Faculty of Biology
- University of Duisburg-Essen
- 45117 Essen
- Germany
| | - Jürgen Linders
- Faculty of Chemistry
- University of Duisburg-Essen
- 45117 Essen
- Germany
| | | | - Markus Kaiser
- Faculty of Biology
- University of Duisburg-Essen
- 45117 Essen
- Germany
| | | | - Daniel Hoffmann
- Faculty of Biology
- University of Duisburg-Essen
- 45117 Essen
- Germany
| | - Thomas Schrader
- Faculty of Chemistry
- University of Duisburg-Essen
- 45117 Essen
- Germany
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9
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Hoshino Y, Shimohara S, Wada Y, Nakamoto M, Miura Y. Affinity purification of multifunctional oligomeric ligands synthesizedviacontrolled radical polymerization. J Mater Chem B 2020; 8:5597-5601. [DOI: 10.1039/d0tb00849d] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Abiotic oligomeric ligands with a strong affinity for a target peptide sequence were isolated by affinity purification from a pool of 30-mer acrylic random ter-oligomers that were synthesizedviaa controlled radical polymerization process.
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Affiliation(s)
- Yu Hoshino
- Department of Chemical Engineering
- Graduate School of Engineering
- Kyushu University
- Fukuoka 819-0395
- Japan
| | - Shinnosuke Shimohara
- Department of Chemical Engineering
- Graduate School of Engineering
- Kyushu University
- Fukuoka 819-0395
- Japan
| | - Yusuke Wada
- Department of Chemical Engineering
- Graduate School of Engineering
- Kyushu University
- Fukuoka 819-0395
- Japan
| | - Masahiko Nakamoto
- Department of Chemical Engineering
- Graduate School of Engineering
- Kyushu University
- Fukuoka 819-0395
- Japan
| | - Yoshiko Miura
- Department of Chemical Engineering
- Graduate School of Engineering
- Kyushu University
- Fukuoka 819-0395
- Japan
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10
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Ryu JH, Lee GJ, Shih YRV, Kim TI, Varghese S. Phenylboronic Acid-polymers for Biomedical Applications. Curr Med Chem 2019; 26:6797-6816. [DOI: 10.2174/0929867325666181008144436] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2018] [Revised: 09/24/2018] [Accepted: 09/26/2018] [Indexed: 02/08/2023]
Abstract
Background:
Phenylboronic acid-polymers (PBA-polymers) have attracted tremendous
attention as potential stimuli-responsive materials with applications in drug-delivery
depots, scaffolds for tissue engineering, HIV barriers, and biomolecule-detecting/sensing platforms.
The unique aspect of PBA-polymers is their interactions with diols, which result in reversible,
covalent bond formation. This very nature of reversible bonding between boronic
acids and diols has been fundamental to their applications in the biomedical area.
Methods:
We have searched peer-reviewed articles including reviews from Scopus, PubMed,
and Google Scholar with a focus on the 1) chemistry of PBA, 2) synthesis of PBA-polymers,
and 3) their biomedical applications.
Results:
We have summarized approximately 179 papers in this review. Most of the applications
described in this review are focused on the unique ability of PBA molecules to interact
with diol molecules and the dynamic nature of the resulting boronate esters. The strong sensitivity
of boronate ester groups towards the surrounding pH also makes these molecules
stimuli-responsive. In addition, we also discuss how the re-arrangement of the dynamic boronate
ester bonds renders PBA-based materials with other unique features such as self-healing
and shear thinning.
Conclusion:
The presence of PBA in the polymer chain can render it with diverse functions/
relativities without changing their intrinsic properties. In this review, we discuss the development
of PBA polymers with diverse functions and their biomedical applications with a
specific focus on the dynamic nature of boronate ester groups.
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Affiliation(s)
- Ji Hyun Ryu
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, NC 27703, United States
| | - Gyeong Jin Lee
- Department of Biosystems & Biomaterials Science and Engineering, College of Agriculture and Life Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Korea
| | - Yu-Ru V. Shih
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, NC 27703, United States
| | - Tae-il Kim
- Department of Biosystems & Biomaterials Science and Engineering, College of Agriculture and Life Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Korea
| | - Shyni Varghese
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, North Carolina, NC 27703, United States
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11
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Okishima A, Koide H, Hoshino Y, Egami H, Hamashima Y, Oku N, Asai T. Design of Synthetic Polymer Nanoparticles Specifically Capturing Indole, a Small Toxic Molecule. Biomacromolecules 2019; 20:1644-1654. [PMID: 30848887 DOI: 10.1021/acs.biomac.8b01820] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Synthetic polymers are of interest as stable and cost-effective biomolecule-affinity reagents, since these polymers interact with target biomolecules both in vitro and in the bloodstream. However, little has been reported about orally administered polymers capable of capturing a target molecule and inhibiting its intestinal absorption. Here, we describe the design of synthetic polymer nanoparticles (NPs) specifically capturing indole, a major factor exacerbating chronic kidney disease, in the intestine. N-isopropylacrylamide-based NPs were prepared with various hydrophobic monomers. The amounts of indole captured by NPs depended on the structures and feed ratios of the hydrophobic monomers and the polymer density but not on the particle size. The combination of hydrophobic and quadrupole interaction was effective to enhance the affinity and specificity of NPs for indole. The optimized NPs specifically inhibited intestinal absorption of orally administered indole in mice. These results showed the potential of synthetic polymer NPs for inhibiting the intestinal absorption of a target molecule.
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Affiliation(s)
- Anna Okishima
- Department of Medical Biochemistry, Graduate School of Pharmaceutical Sciences , University of Shizuoka , 52-1 Yada, Suruga-ku , Shizuoka , Shizuoka 422-8526 , Japan
| | - Hiroyuki Koide
- Department of Medical Biochemistry, Graduate School of Pharmaceutical Sciences , University of Shizuoka , 52-1 Yada, Suruga-ku , Shizuoka , Shizuoka 422-8526 , Japan
| | - Yu Hoshino
- Department of Chemical Engineering , Kyushu University , 744 Motooka , Fukuoka 819-0395 , Japan
| | - Hiromichi Egami
- Department of Synthetic Organic Chemistry, Graduate School of Pharmaceutical Sciences , University of Shizuoka , 52-1 Yada, Suruga-ku , Shizuoka , Shizuoka 422-8526 , Japan
| | - Yoshitaka Hamashima
- Department of Synthetic Organic Chemistry, Graduate School of Pharmaceutical Sciences , University of Shizuoka , 52-1 Yada, Suruga-ku , Shizuoka , Shizuoka 422-8526 , Japan
| | - Naoto Oku
- Department of Medical Biochemistry, Graduate School of Pharmaceutical Sciences , University of Shizuoka , 52-1 Yada, Suruga-ku , Shizuoka , Shizuoka 422-8526 , Japan.,Faculty of Pharma-Science , Teikyo University , 2-11-1 Kaga, Itabashi-ku , Tokyo 173-8605 , Japan
| | - Tomohiro Asai
- Department of Medical Biochemistry, Graduate School of Pharmaceutical Sciences , University of Shizuoka , 52-1 Yada, Suruga-ku , Shizuoka , Shizuoka 422-8526 , Japan
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12
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Posey ND, Tew GN. Associative and Dissociative Processes in Non-Covalent Polymer-Mediated Intracellular Protein Delivery. Chem Asian J 2018; 13:3351-3365. [DOI: 10.1002/asia.201800849] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Indexed: 11/08/2022]
Affiliation(s)
- Nicholas D. Posey
- Department of Polymer Science and Engineering; University of Massachusetts Amherst; Amherst MA 01003 USA
| | - Gregory N. Tew
- Department of Polymer Science and Engineering; University of Massachusetts Amherst; Amherst MA 01003 USA
- Department of Veterinary and Animal Sciences; University of Massachusetts Amherst; Amherst MA 01003 USA
- Molecular and Cellular Biology Program; University of Massachusetts Amherst; Amherst MA 01003 USA
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13
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Posey ND, Hango CR, Minter LM, Tew GN. The Role of Cargo Binding Strength in Polymer-Mediated Intracellular Protein Delivery. Bioconjug Chem 2018; 29:2679-2690. [DOI: 10.1021/acs.bioconjchem.8b00363] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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14
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Grad JN, Gigante A, Wilms C, Dybowski JN, Ohl L, Ottmann C, Schmuck C, Hoffmann D. Locating Large, Flexible Ligands on Proteins. J Chem Inf Model 2018; 58:315-327. [PMID: 29266929 DOI: 10.1021/acs.jcim.7b00413] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Many biologically important ligands of proteins are large, flexible, and in many cases charged molecules that bind to extended regions on the protein surface. It is infeasible or expensive to locate such ligands on proteins with standard methods such as docking or molecular dynamics (MD) simulation. The alternative approach proposed here is scanning of a spatial and angular grid around the protein with smaller fragments of the large ligand. Energy values for complete grids can be computed efficiently with a well-known fast Fourier transform-accelerated algorithm and a physically meaningful interaction model. We show that the approach can readily incorporate flexibility of the protein and ligand. The energy grids (EGs) resulting from the ligand fragment scans can be transformed into probability distributions and then directly compared to probability distributions estimated from MD simulations and experimental structural data. We test the approach on a diverse set of complexes between proteins and large, flexible ligands, including a complex of sonic hedgehog protein and heparin, three heparin sulfate substrates or nonsubstrates of an epimerase, a multibranched supramolecular ligand that stabilizes a protein-peptide complex, a flexible zwitterionic ligand that binds to a surface basin of a Kringle domain, and binding of ATP to a flexible site of an ion channel. In all cases, the EG approach gives results that are in good agreement with experimental data or MD simulations.
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Affiliation(s)
- Jean-Noël Grad
- Bioinformatics and Computational Biophysics, Faculty of Biology, University of Duisburg-Essen , Universitätstraße 7, 45141 Essen, Germany
| | - Alba Gigante
- Institute of Organic Chemistry, University of Duisburg-Essen , Universitätstraße 7, 45141 Essen, Germany
| | - Christoph Wilms
- Bioinformatics and Computational Biophysics, Faculty of Biology, University of Duisburg-Essen , Universitätstraße 7, 45141 Essen, Germany
| | - Jan Nikolaj Dybowski
- Bioinformatics and Computational Biophysics, Faculty of Biology, University of Duisburg-Essen , Universitätstraße 7, 45141 Essen, Germany
| | - Ludwig Ohl
- Bioinformatics and Computational Biophysics, Faculty of Biology, University of Duisburg-Essen , Universitätstraße 7, 45141 Essen, Germany
| | - Christian Ottmann
- Laboratory of Chemical Biology, Department of Biomedical Engineering, and Institute for Complex Molecular Systems, Eindhoven University of Technology , Den Dolech 2, 5612 AZ Eindhoven, The Netherlands
| | - Carsten Schmuck
- Institute of Organic Chemistry, University of Duisburg-Essen , Universitätstraße 7, 45141 Essen, Germany
| | - Daniel Hoffmann
- Bioinformatics and Computational Biophysics, Faculty of Biology, University of Duisburg-Essen , Universitätstraße 7, 45141 Essen, Germany
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15
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Chiba F, Twyman LJ. Effect of Terminal-Group Functionality on the Ability of Dendrimers to Bind Proteins. Bioconjug Chem 2017; 28:2046-2050. [PMID: 28700204 DOI: 10.1021/acs.bioconjchem.7b00350] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
It is known that dendrimers can bind proteins with good selectively. This selectivity comes about from an optimization based on matching the size of the dendrimer with the size of the protein's interfacial binding area. In this paper, we report how this selectivity can be moderated by the functionality on the surface of the dendrimer. Specifically, we describe the synthesis of amino acid functionalized dendrimers and the effect of functionality on the dendrimer's ability to bind and inhibit the enzymatic protein, chymotrypsin. The results show how dendrimer binding can be increased or decreased depending on the terminal functionality. These results will allow new ligands to be designed and synthesized, possessing increased and selective protein-binding abilities.
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Affiliation(s)
- Fumiko Chiba
- Department of Chemistry, University of Sheffield , Dainton Building, Brook Hill, Sheffield, South Yorkshire S3 7HF, United Kingdom
| | - Lance J Twyman
- Department of Chemistry, University of Sheffield , Dainton Building, Brook Hill, Sheffield, South Yorkshire S3 7HF, United Kingdom
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