401
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D’Annessa I, Di Leva FS, La Teana A, Novellino E, Limongelli V, Di Marino D. Bioinformatics and Biosimulations as Toolbox for Peptides and Peptidomimetics Design: Where Are We? Front Mol Biosci 2020; 7:66. [PMID: 32432124 PMCID: PMC7214840 DOI: 10.3389/fmolb.2020.00066] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2019] [Accepted: 03/25/2020] [Indexed: 12/16/2022] Open
Abstract
Peptides and peptidomimetics are strongly re-emerging as amenable candidates in the development of therapeutic strategies against a plethora of pathologies. In particular, these molecules are extremely suitable to treat diseases in which a major role is played by protein-protein interactions (PPIs). Unlike small organic compounds, peptides display both a high degree of specificity avoiding secondary off-targets effects and a relatively low degree of toxicity. Further advantages are provided by the possibility to easily conjugate peptides to functionalized nanoparticles, so improving their delivery and cellular uptake. In many cases, such molecules need to assume a specific three-dimensional conformation that resembles the bioactive one of the endogenous ligand. To this end, chemical modifications are introduced in the polypeptide chain to constrain it in a well-defined conformation, and to improve the drug-like properties. In this context, a successful strategy for peptide/peptidomimetics design and optimization is to combine different computational approaches ranging from structural bioinformatics to atomistic simulations. Here, we review the computational tools for peptide design, highlighting their main features and differences, and discuss selected protocols, among the large number of methods available, used to assess and improve the stability of the functional folding of the peptides. Finally, we introduce the simulation techniques employed to predict the binding affinity of the designed peptides for their targets.
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Affiliation(s)
- Ilda D’Annessa
- Istituto di Chimica del Riconoscimento Molecolare, CNR, Milan, Italy
| | | | - Anna La Teana
- Department of Life and Environmental Sciences, New York-Marche Structural Biology Center (NY-MaSBiC), Polytechnic University of Marche, Ancona, Italy
| | - Ettore Novellino
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
| | - Vittorio Limongelli
- Department of Pharmacy, University of Naples Federico II, Naples, Italy
- Faculty of Biomedical Sciences, Institute of Computational Science, Università della Svizzera Italiana (USI), Lugano, Switzerland
| | - Daniele Di Marino
- Department of Life and Environmental Sciences, New York-Marche Structural Biology Center (NY-MaSBiC), Polytechnic University of Marche, Ancona, Italy
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402
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Recombinant Peptide Production Platform Coupled with Site-Specific Albumin Conjugation Enables a Convenient Production of Long-Acting Therapeutic Peptide. Pharmaceutics 2020; 12:pharmaceutics12040364. [PMID: 32316169 PMCID: PMC7238188 DOI: 10.3390/pharmaceutics12040364] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 04/10/2020] [Accepted: 04/14/2020] [Indexed: 12/13/2022] Open
Abstract
The number of therapeutic peptides for human treatment is growing rapidly. However, their development faces two major issues: the poor yield of large peptides from conventional solid-phase synthesis, and the intrinsically short serum half-life of peptides. To address these issues, we investigated a platform for the production of a recombinant therapeutic peptide with an extended serum half-life involving the site-specific conjugation of human serum albumin (HSA). HSA has an exceptionally long serum half-life and can be used to extend the serum half-lives of therapeutic proteins and peptides. We used glucagon-like-peptide 1 (GLP-1) as a model peptide in the present study. A “clickable” non-natural amino acid—p-azido-l-phenylalanine (AzF)—was incorporated into three specific sites (V16, Y19, and F28) of a GLP-1 variant, followed by conjugation with HSA through strain-promoted azide–alkyne cycloaddition. All three HSA-conjugated GLP-1 variants (GLP1_16HSA, GLP1_19HSA, and GLP1_28HSA) exhibited comparable serum half-lives in vivo. However, the three GLP1_HSA variants had different in vitro biological activities and in vivo glucose-lowering effects, demonstrating the importance of site-specific HSA conjugation. The platform described herein could be used to develop other therapeutic peptides with extended serum half-lives.
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403
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Garofalo M, Grazioso G, Cavalli A, Sgrignani J. How Computational Chemistry and Drug Delivery Techniques Can Support the Development of New Anticancer Drugs. Molecules 2020; 25:E1756. [PMID: 32290224 PMCID: PMC7180704 DOI: 10.3390/molecules25071756] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Revised: 04/06/2020] [Accepted: 04/08/2020] [Indexed: 01/17/2023] Open
Abstract
The early and late development of new anticancer drugs, small molecules or peptides can be slowed down by some issues such as poor selectivity for the target or poor ADME properties. Computer-aided drug design (CADD) and target drug delivery (TDD) techniques, although apparently far from each other, are two research fields that can give a significant contribution to overcome these problems. Their combination may provide mechanistic understanding resulting in a synergy that makes possible the rational design of novel anticancer based therapies. Herein, we aim to discuss selected applications, some also from our research experience, in the fields of anticancer small organic drugs and peptides.
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Affiliation(s)
- Mariangela Garofalo
- Department of Pharmaceutical and Pharmacological Sciences, University of Padova, 35131 Padova, Italy
| | - Giovanni Grazioso
- Department of Pharmaceutical Sciences, University of Milano, 20133 Milan, Italy
| | - Andrea Cavalli
- Swiss Institute of Bioinformatics, 1015 Lausanne, Switzerland
- Institute for Research in Biomedicine (IRB), Università della Svizzera Italiana (USI), 6500 Bellinzona, Switzerland
| | - Jacopo Sgrignani
- Institute for Research in Biomedicine (IRB), Università della Svizzera Italiana (USI), 6500 Bellinzona, Switzerland
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404
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Radiosynthesis, Biological Evaluation, and Preclinical Study of a 68Ga-Labeled Cyclic RGD Peptide as an Early Diagnostic Agent for Overexpressed α v β 3 Integrin Receptors in Non-Small-Cell Lung Cancer. CONTRAST MEDIA & MOLECULAR IMAGING 2020; 2020:8421657. [PMID: 32292304 PMCID: PMC7153000 DOI: 10.1155/2020/8421657] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 03/09/2020] [Accepted: 03/11/2020] [Indexed: 02/07/2023]
Abstract
The αvβ3 integrin receptors have high expression on proliferating growing tumor cells of different origins including non-small-cell lung cancer. RGD-containing peptides target the extracellular domain of integrin receptors. This specific targeting makes these short sequences a suitable nominee for theranostic application. DOTA-E(cRGDfK)2 was radiolabeled with 68Ga efficiently. The in vivo and in vitro stability was examined in different buffer systems. Metabolic stability was assessed in mice urine. In vitro specific binding, cellular uptake, and internalization were determined. The tumor-targeting potential of [68Ga]Ga-DOTA-E(cRGDfK)2 in a lung cancer mouse model was studied. Besides, the very early diagnostic potential of the 68Ga-labeled RGD peptide was evaluated. The acquisition and reconstruction of the PET-CT image data were also carried out. Radiochemical and radionuclide purity for [68Ga]Ga-DOTA-E(cRGDfK)2 was >%98 and >%99, respectively. Radiotracer showed high in vivo, in vitro, and metabolic stability which was determined by ITLC. The dissociation constant (Kd) of [68Ga]Ga-DOTA-E(cRGDfK)2 was 15.28 nM. On average, more than 95% of the radioactivity was specific binding (internalized + surface-bound) to A549 cells. Biodistribution data showed that radiolabeled peptides were accumulated significantly in A549 tumor and excreted rapidly by the renal system. Tumor uptake peaks were at 1-hour postinjection for [68Ga]Ga-DOTA-E(cRGDfK)2. The tumor was clearly visualized in all images. [68Ga]Ga-DOTA-E(cRGDfK)2 can be used as a peptide-based imaging agent allowing very early detection of different cancers overexpressing αvβ3 integrin receptors and can be a potential candidate in clinical peptide-based imaging for lung cancer.
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405
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Blanco C, Verbanic S, Seelig B, Chen IA. High throughput sequencing of in vitro selections of mRNA-displayed peptides: data analysis and applications. Phys Chem Chem Phys 2020; 22:6492-6506. [PMID: 31967131 PMCID: PMC8219182 DOI: 10.1039/c9cp05912a] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
In vitro selection using mRNA display is currently a widely used method to isolate functional peptides with desired properties. The analysis of high throughput sequencing (HTS) data from in vitro evolution experiments has proven to be a powerful technique but only recently has it been applied to mRNA display selections. In this Perspective, we introduce aspects of mRNA display and HTS that may be of interest to physical chemists. We highlight the potential of HTS to analyze in vitro selections of peptides and review recent advances in the application of HTS analysis to mRNA display experiments. We discuss some possible issues involved with HTS analysis and summarize some strategies to alleviate them. Finally, the potential for future impact of advancing HTS analysis on mRNA display experiments is discussed.
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Affiliation(s)
- Celia Blanco
- Department of Chemistry and Biochemistry, University of California, Santa Barbara, CA 93106, USA.
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406
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Mazzoccanti G, Manetto S, Bassan M, Foschini A, Orlandin A, Ricci A, Cabri W, Ismail OH, Catani M, Cavazzini A, Gasparrini F. Boosting basic-peptide separation through dynamic electrostatic-repulsion reversed-phase (d-ERRP) liquid chromatography. RSC Adv 2020; 10:12604-12610. [PMID: 35497586 PMCID: PMC9051050 DOI: 10.1039/d0ra01296c] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 03/23/2020] [Indexed: 11/21/2022] Open
Abstract
The application of a novel chromatographic approach to therapeutic peptides bearing basic amino acids in their structure allowed unprecedented resolution of their related impurities (including epimeric isobaric ones), resulting in a superior analytical tool for the evaluation of the quality of these drugs in the market. A simple and effective chromatographic method has allowed unprecedented resolution of basic peptide and their related impurities, including the very challenging epimeric isobaric ones.![]()
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Affiliation(s)
- Giulia Mazzoccanti
- Department of Pharmaceutical Chemistry and Technology, "Sapienza" University of Rome Rome Italy
| | - Simone Manetto
- Department of Pharmaceutical Chemistry and Technology, "Sapienza" University of Rome Rome Italy
| | - Michele Bassan
- Fresenius Kabi iPSUM Piazza Maestri del Lavoro 7, Cernusco sul Naviglio 20063 MI Italy
| | - Alberto Foschini
- Fresenius Kabi iPSUM Piazza Maestri del Lavoro 7, Cernusco sul Naviglio 20063 MI Italy
| | - Andrea Orlandin
- Fresenius Kabi iPSUM Piazza Maestri del Lavoro 7, Cernusco sul Naviglio 20063 MI Italy
| | - Antonio Ricci
- Fresenius Kabi iPSUM Piazza Maestri del Lavoro 7, Cernusco sul Naviglio 20063 MI Italy
| | - Walter Cabri
- Fresenius Kabi iPSUM Piazza Maestri del Lavoro 7, Cernusco sul Naviglio 20063 MI Italy .,Department of Chemistry, Alma Mater Studiorum-University of Bologna Via Selmi2 40126 Bologna Italy
| | - Omar H Ismail
- Department of Chemistry and Pharmaceutical Sciences, University of Ferrara Ferrara Italy
| | - Martina Catani
- Department of Chemistry and Pharmaceutical Sciences, University of Ferrara Ferrara Italy
| | - Alberto Cavazzini
- Department of Chemistry and Pharmaceutical Sciences, University of Ferrara Ferrara Italy
| | - Francesco Gasparrini
- Department of Pharmaceutical Chemistry and Technology, "Sapienza" University of Rome Rome Italy
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407
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Quantification of residual hydrophobic fusion peptide with monomer and dimer forms using reversed-phase liquid chromatography. J Chromatogr B Analyt Technol Biomed Life Sci 2020; 1144:122073. [PMID: 32224438 DOI: 10.1016/j.jchromb.2020.122073] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Revised: 03/18/2020] [Accepted: 03/18/2020] [Indexed: 11/24/2022]
Abstract
A fusion peptide mimicking a part of the sequence of HIV-1 envelope glycoprotein with an additional cysteine at its C-terminus (FP8: AVGIGAVFC) was conjugated to a carrier protein through a linker for development of an HIV-1 vaccine. Since this fusion peptide is very hydrophobic with poor solubility and can self-dimerize via a disulfide bond, co-existence of monomeric and dimeric forms presented a major challenge for residual unconjugated FP8 quantification. A reversed-phase liquid chromatography (RPLC) with UV detection was developed to monitor residual FP8 using an experimental correction factor of 0.85 for UV peak area measurement between FP8 dimer and monomer. Therefore, both forms of unconjugated residual FP8 can be measured based on a single FP8 monomer reference curve. Overall, this study demonstrated that the current purification process can remove free residual FP8 to a low level, <20 µg/mL, which showed negligible impact (<10%) for the conjugated FP8 ratio measurement using another method, amino acid analysis.
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408
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Bojarska J, Remko M, Madura ID, Kaczmarek K, Zabrocki J, Wolf WM. Synthesis, experimental and in silico studies of N-fluorenylmethoxycarbonyl-O-tert-butyl-N-methyltyrosine, coupled with CSD data: a survey of interactions in the crystal structures of Fmoc-amino acids. ACTA CRYSTALLOGRAPHICA SECTION C-STRUCTURAL CHEMISTRY 2020; 76:328-345. [PMID: 32229714 DOI: 10.1107/s2053229620003009] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2019] [Accepted: 03/03/2020] [Indexed: 12/31/2022]
Abstract
Recently, fluorenylmethoxycarbonyl (Fmoc) amino acids (e.g. Fmoc-tyrosine or Fmoc-phenylalanine) have attracted growing interest in biomedical research and industry, with special emphasis directed towards the design and development of novel effective hydrogelators, biomaterials or therapeutics. With this in mind, a systematic knowledge of the structural and supramolecular features in recognition of those properties is essential. This work is the first comprehensive summary of noncovalent interactions combined with a library of supramolecular synthon patterns in all crystal structures of amino acids with the Fmoc moiety reported so far. Moreover, a new Fmoc-protected amino acid, namely, 2-{[(9H-fluoren-9-ylmethoxy)carbonyl](methyl)amino}-3-{4-[(2-hydroxypropan-2-yl)oxy]phenyl}propanoic acid or N-fluorenylmethoxycarbonyl-O-tert-butyl-N-methyltyrosine, Fmoc-N-Me-Tyr(t-Bu)-OH, C29H31NO5, was successfully synthesized and the structure of its unsolvated form was determined by single-crystal X-ray diffraction. The structural, conformational and energy landscape was investigated in detail by combined experimental and in silico approaches, and further compared to N-Fmoc-phenylalanine [Draper et al. (2015). CrystEngComm, 42, 8047-8057]. Geometries were optimized by the density functional theory (DFT) method either in vacuo or in solutio. The polarizable conductor calculation model was exploited for the evaluation of the hydration effect. Hirshfeld surface analysis revealed that H...H, C...H/H...C and O...H/H...O interactions constitute the major contributions to the total Hirshfeld surface area in all the investigated systems. The molecular electrostatic potentials mapped over the surfaces identified the electrostatic complementarities in the crystal packing. The prediction of weak hydrogen-bonded patterns via Full Interaction Maps was computed. Supramolecular motifs formed via C-H...O, C-H...π, (fluorenyl)C-H...Cl(I), C-Br...π(fluorenyl) and C-I...π(fluorenyl) interactions are observed. Basic synthons, in combination with the Long-Range Synthon Aufbau Modules, further supported by energy-framework calculations, are discussed. Furthermore, the relevance of Fmoc-based supramolecular hydrogen-bonding patterns in biocomplexes are emphasized, for the first time.
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Affiliation(s)
- Joanna Bojarska
- Institute of General and Ecological Chemistry, Lodz University of Technology, Faculty of Chemistry, Żeromskiego 116, Lodz 90-924, Poland
| | - Milan Remko
- Remedika, Sustekova 1, 85104 Bratislava, Slovakia
| | - Izabela D Madura
- Warsaw University of Technology, Faculty of Chemistry, Noakowskiego 3, 00-664 Warszawa, Poland
| | - Krzysztof Kaczmarek
- Institute of Organic Chemistry, Lodz University of Technology, Faculty of Chemistry, Żeromskiego 116, Lodz 90-924, Poland
| | - Janusz Zabrocki
- Institute of Organic Chemistry, Lodz University of Technology, Faculty of Chemistry, Żeromskiego 116, Lodz 90-924, Poland
| | - Wojciech M Wolf
- Institute of General and Ecological Chemistry, Lodz University of Technology, Faculty of Chemistry, Żeromskiego 116, Lodz 90-924, Poland
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409
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Palombarini F, Di Fabio E, Boffi A, Macone A, Bonamore A. Ferritin Nanocages for Protein Delivery to Tumor Cells. Molecules 2020; 25:E825. [PMID: 32070033 PMCID: PMC7070480 DOI: 10.3390/molecules25040825] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 02/11/2020] [Accepted: 02/13/2020] [Indexed: 12/11/2022] Open
Abstract
The delivery of therapeutic proteins is one of the greatest challenges in the treatment of human diseases. In this frame, ferritins occupy a very special place. Thanks to their hollow spherical structure, they are used as modular nanocages for the delivery of anticancer drugs. More recently, the possibility of encapsulating even small proteins with enzymatic or cytotoxic activity is emerging. Among all ferritins, particular interest is paid to the Archaeoglobus fulgidus one, due to its peculiar ability to associate/dissociate in physiological conditions. This protein has also been engineered to allow recognition of human receptors and used in vitro for the delivery of cytotoxic proteins with extremely promising results.
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Affiliation(s)
| | | | | | - Alberto Macone
- Department of Biochemical Sciences “Alessandro Rossi Fanelli”, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome, Italy; (F.P.); (E.D.F.); (A.B.)
| | - Alessandra Bonamore
- Department of Biochemical Sciences “Alessandro Rossi Fanelli”, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome, Italy; (F.P.); (E.D.F.); (A.B.)
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410
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Chen CH, Lu TK. Development and Challenges of Antimicrobial Peptides for Therapeutic Applications. Antibiotics (Basel) 2020; 9:antibiotics9010024. [PMID: 31941022 PMCID: PMC7168295 DOI: 10.3390/antibiotics9010024] [Citation(s) in RCA: 342] [Impact Index Per Article: 68.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Revised: 12/27/2019] [Accepted: 12/31/2019] [Indexed: 12/11/2022] Open
Abstract
More than 3000 antimicrobial peptides (AMPs) have been discovered, seven of which have been approved by the U.S. Food and Drug Administration (FDA). Now commercialized, these seven peptides have mostly been utilized for topical medications, though some have been injected into the body to treat severe bacterial infections. To understand the translational potential for AMPs, we analyzed FDA-approved drugs in the FDA drug database. We examined their physicochemical properties, secondary structures, and mechanisms of action, and compared them with the peptides in the AMP database. All FDA-approved AMPs were discovered in Gram-positive soil bacteria, and 98% of known AMPs also come from natural sources (skin secretions of frogs and toxins from different species). However, AMPs can have undesirable properties as drugs, including instability and toxicity. Thus, the design and construction of effective AMPs require an understanding of the mechanisms of known peptides and their effects on the human body. This review provides an overview to guide the development of AMPs that can potentially be used as antimicrobial drugs.
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Affiliation(s)
- Charles H. Chen
- Synthetic Biology Center, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139, USA
- Synthetic Biology Group, Research Laboratory of Electronics, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139, USA
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Correspondence: (C.H.C.); (T.K.L.)
| | - Timothy K. Lu
- Synthetic Biology Center, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139, USA
- Synthetic Biology Group, Research Laboratory of Electronics, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139, USA
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Harvard-MIT Division of Health Sciences and Technology, Cambridge, MA 02139, USA
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Correspondence: (C.H.C.); (T.K.L.)
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411
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Basith S, Manavalan B, Hwan Shin T, Lee G. Machine intelligence in peptide therapeutics: A next‐generation tool for rapid disease screening. Med Res Rev 2020; 40:1276-1314. [DOI: 10.1002/med.21658] [Citation(s) in RCA: 139] [Impact Index Per Article: 27.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Revised: 11/26/2019] [Accepted: 12/16/2019] [Indexed: 12/12/2022]
Affiliation(s)
- Shaherin Basith
- Department of PhysiologyAjou University School of MedicineSuwon Republic of Korea
| | | | - Tae Hwan Shin
- Department of PhysiologyAjou University School of MedicineSuwon Republic of Korea
| | - Gwang Lee
- Department of PhysiologyAjou University School of MedicineSuwon Republic of Korea
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412
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Ruden S, Rieder A, Chis Ster I, Schwartz T, Mikut R, Hilpert K. Synergy Pattern of Short Cationic Antimicrobial Peptides Against Multidrug-Resistant Pseudomonas aeruginosa. Front Microbiol 2019; 10:2740. [PMID: 31849888 PMCID: PMC6901909 DOI: 10.3389/fmicb.2019.02740] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Accepted: 11/11/2019] [Indexed: 12/18/2022] Open
Abstract
With the rise of various multidrug-resistant (MDR) pathogenic bacteria, worldwide health care is under pressure to respond. Conventional antibiotics are failing and the development of novel classes and alternative strategies is a major priority. Antimicrobial peptides (AMPs) cannot only kill MDR bacteria, but also can be used synergistically with conventional antibiotics. We selected 30 short AMPs from different origins and measured their synergy in combination with polymyxin B, piperacillin, ceftazidime, cefepime, meropenem, imipenem, tetracycline, erythromycin, kanamycin, tobramycin, amikacin, gentamycin, and ciprofloxacin. In total, 403 unique combinations were tested against an MDR Pseudomonas aeruginosa isolate (PA910). As a measure of the synergistic effects, fractional inhibitory concentrations (FICs) were determined using microdilution assays with FICs ranges between 0.25 and 2. A high number of combinations between peptides and polymyxin B, erythromycin, and tetracycline were found to be synergistic. Novel variants of indolicidin also showed a high frequency in synergist interaction. Single amino acid substitutions within the peptides can have a very strong effect on the ability to synergize, making it possible to optimize future drugs toward synergistic interaction.
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Affiliation(s)
- Serge Ruden
- Institute of Biological Interfaces, Karlsruhe Institute of Technology, Karlsruhe, Germany.,Institute of Functional Interfaces, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Annika Rieder
- Institute of Functional Interfaces, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Irina Chis Ster
- Institute of Infection and Immunity, St George's, University of London, London, United Kingdom
| | - Thomas Schwartz
- Institute of Functional Interfaces, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Ralf Mikut
- Institute for Automation and Applied Informatics, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Kai Hilpert
- Institute of Functional Interfaces, Karlsruhe Institute of Technology, Karlsruhe, Germany.,Institute of Infection and Immunity, St George's, University of London, London, United Kingdom.,Institute of Microstructure Technology, Karlsruhe Institute of Technology, Karlsruhe, Germany
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413
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Wang J, Alekseenko A, Kozakov D, Miao Y. Improved Modeling of Peptide-Protein Binding Through Global Docking and Accelerated Molecular Dynamics Simulations. Front Mol Biosci 2019; 6:112. [PMID: 31737642 PMCID: PMC6835073 DOI: 10.3389/fmolb.2019.00112] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Accepted: 10/09/2019] [Indexed: 01/31/2023] Open
Abstract
Peptides mediate up to 40% of known protein-protein interactions in higher eukaryotes and play a key role in cellular signaling, protein trafficking, immunology, and oncology. However, it is challenging to predict peptide-protein binding with conventional computational modeling approaches, due to slow dynamics and high peptide flexibility. Here, we present a prototype of the approach which combines global peptide docking using ClusPro PeptiDock and all-atom enhanced simulations using Gaussian accelerated molecular dynamics (GaMD). For three distinct model peptides, the lowest backbone root-mean-square deviations (RMSDs) of their bound conformations relative to X-ray structures obtained from PeptiDock were 3.3–4.8 Å, being medium quality predictions according to the Critical Assessment of PRediction of Interactions (CAPRI) criteria. GaMD simulations refined the peptide-protein complex structures with significantly reduced peptide backbone RMSDs of 0.6–2.7 Å, yielding two high quality (sub-angstrom) and one medium quality models. Furthermore, the GaMD simulations identified important low-energy conformational states and revealed the mechanism of peptide binding to the target proteins. Therefore, PeptiDock+GaMD is a promising approach for exploring peptide-protein interactions.
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Affiliation(s)
- Jinan Wang
- Center for Computational Biology and Department of Molecular Biosciences, University of Kansas, Lawrence, KS, United States
| | - Andrey Alekseenko
- Laufer Center for Physical and Quantitative Biology, Stony Brook University, Stony Brook, NY, United States.,Department of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, NY, United States
| | - Dima Kozakov
- Laufer Center for Physical and Quantitative Biology, Stony Brook University, Stony Brook, NY, United States.,Department of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, NY, United States
| | - Yinglong Miao
- Center for Computational Biology and Department of Molecular Biosciences, University of Kansas, Lawrence, KS, United States
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414
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Tian R, Zhu L, Qin Z, Wang G, Wang J, Zhang H. Glypican-3 (GPC3) targeted Fe 3O 4 core/Au shell nanocomplex for fluorescence/MRI/photoacoustic imaging-guided tumor photothermal therapy. Biomater Sci 2019; 7:5258-5269. [PMID: 31603456 DOI: 10.1039/c9bm01248f] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Low binding affinity and lack of therapy functions limit tumor targeting peptide applications in the biomedical field. Herein, we successfully modified a previous phage display derived Glypican-3 (GPC3) binding peptide (GBP) on the surface of a Fe3O4 Core/Au shell nanocomplex (FANP) to improve GBP binding affinity and enhance FANP tumor photothermal therapy (PTT) efficacy. As a result, GBP-FANP showed improved avidity to GPC-3 (Apparent Kd = 396.3 ± 70.8 nM) compared to that of GPB (Apparent Kd = 735.2 ± 53.6 nM). After intravenous administration, GBP-FANP was found specifically accumulated in GPC-3 positive HepG2 tumors and peaked at 24 h post-injection as observed by magnetic resonance imaging (MRI)/photoacoustic (PA)/fluorescent imaging. Moreover, HepG2 tumors that received GBP-FANP treatment were significantly inhibited with laser irradiation (630 nm, 1 W cm-2, 10 min). In conclusion, our present strategy provides a way of improving peptide ligand avidity with nanotechnology for cancer theranostics applications.
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Affiliation(s)
- Rui Tian
- Department of Ophthalmology Second Hospital, Jilin University, Changchun, Jilin 130000, China.
| | - Lei Zhu
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen 361005, China
| | - Zainen Qin
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen 361005, China
| | - Guohao Wang
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen 361005, China
| | - Jingjing Wang
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen 361005, China
| | - Hui Zhang
- Department of Ophthalmology Second Hospital, Jilin University, Changchun, Jilin 130000, China.
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415
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Kohout VR, Pohl NLB. Automated solution-phase syntheses of alpha 1 → 2, 1 → 3 type rhamnans and rhamnan sulfate fragments. Carbohydr Res 2019; 486:107829. [PMID: 31614269 DOI: 10.1016/j.carres.2019.107829] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2019] [Revised: 09/30/2019] [Accepted: 10/02/2019] [Indexed: 10/25/2022]
Abstract
Rhamnan and rhamnan sulfate are naturally occurring carbohydrates that have important biological functions and possible therapeutic applications, but studies are limited to the microheterogeneous mixtures from natural sources. This work reports the first synthesis of any sulfated rhamnan fragments and successful automation of the process with a recently developed automated solution-phase approach using N-iodosuccinimide/trimethylsilyl triflate (NIS/TMSOTf) promotor and levulinoyl ester deprotection conditions. The automated solution-phase activation/deprotection approach was initially able to create alpha 1 → 2, 1 → 3 type rhamnan di- and trisaccharide in moderate yields. Once these targets were achieved, a process to use SO3•pyridine complex in DMF for sulfation compatible with an automated solution-phase liquid handling system was developed and successfully applied to carbohydrate sulfation to create two rhamnan sulfate fragments with differing monosulfation patterns.
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Affiliation(s)
- Victoria R Kohout
- Indiana University, Department of Chemistry, 212 S. Hawthorne Drive, Bloomington, IN, 47405, United States
| | - Nicola L B Pohl
- Indiana University, Department of Chemistry, 212 S. Hawthorne Drive, Bloomington, IN, 47405, United States.
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416
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Lorenzo-Diaz F, Moreno-Córdoba I, Espinosa M. Complete labelling of pneumococcal DNA-binding proteins with seleno-L-methionine. J Microbiol Methods 2019; 166:105720. [PMID: 31518592 DOI: 10.1016/j.mimet.2019.105720] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Revised: 09/06/2019] [Accepted: 09/09/2019] [Indexed: 10/26/2022]
Abstract
Streptococcus pneumoniae is a pathogenic and opportunistic Gram-positive bacterium that is the leading cause of community-acquired respiratory diseases, varying from mild- to deathly- infections. The appearance of antibiotic-resistant isolates has prompted the search for novel strategies and targets to tackle the bacterial resistances. One of the most promising approaches is the structure-based knowledge of possible targets in conjunction with rational design and docking of inhibitors of the chosen targets. A useful technique that helps to solve protein structures is to label them with an amino acid derivative like seleno-methionine that facilitates tracing of some of the amino acid residues. We have chosen two pneumococcal DNA-binding proteins, namely the relaxase domain of MobM protein from plasmid pMV158, and the RelB-RelE antitoxin-toxin protein complex. Through several changes that improve substantially a previous protocol (Budisa et al., 1995), we have used seleno-L-methionine to incorporate selenium into the amino acid sequence of the selected proteins. We have achieved 100% labelling of the proteins and could demonstrate that the labelled proteins retained full activity as judged from the relaxation of supercoiled plasmid DNA and from gel-retardation assays.
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Affiliation(s)
- Fabián Lorenzo-Diaz
- Departamento de Bioquímica, Microbiología, Biología Celular y Genética, Universidad de La Laguna, Santa Cruz de Tenerife, Spain
| | - Inmaculada Moreno-Córdoba
- Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas, Ramiro de Maeztu, 9, 28040 Madrid, Spain
| | - Manuel Espinosa
- Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas, Ramiro de Maeztu, 9, 28040 Madrid, Spain.
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417
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Zhang Y, Tao H, Huang SY. Dynamics and Mechanisms in the Recruitment and Transference of Histone Chaperone CIA/ASF1. Int J Mol Sci 2019; 20:ijms20133325. [PMID: 31284555 PMCID: PMC6651421 DOI: 10.3390/ijms20133325] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Revised: 06/21/2019] [Accepted: 06/28/2019] [Indexed: 12/14/2022] Open
Abstract
The recruitment and transference of proteins through protein-protein interactions is a general process involved in various biological functions in cells. Despite the importance of this general process, the dynamic mechanism of how proteins are recruited and transferred from one interacting partner to another remains unclear. In this study, we investigated the dynamic mechanisms of recruitment and translocation of histone chaperone CIA/ASF1 for nucleosome disassembly by exploring the conformational space and the free energy profile of unbound DBD(CCG1) and CIA/ASF1-bound DBD(CCG1) systems through extensive molecular dynamics simulations. It was found that there exists three metastable conformational states for DBD(CCG1), an unbound closed state, a CIA/ASF1-bound half-open state, and an open state. The free energy landscape shows that the closed state and the half-open state are separated by a high free energy barrier, while the half-open state and the open state are connected with a moderate free energy increase. The high free energy barrier between the closed and half-open states explains why DBD(CCG1) can recruit CIA/ASF1 and remain in the binding state during the transportation. In addition, the asymmetric binding of CIA/ASF1 on DBD(CCG1) allows DBD(CCG1) to adopt the open state by moving one of its two domains, such that the exposed domain of DBD(CCG1) is able to recognize the acetylated histone H4 tails. As such, CIA/ASF1 has a chance to translocate from DBD(CCG1) to histone, which is also facilitated by the moderate energy increase from the bound half-open state to the open state of DBD(CCG1). These findings suggest that the recruitment and transference of histone chaperone CIA/ASF1 is highly favored by its interaction with DBD(CCG1) via conformational selection and asymmetric binding, which may represent a general mechanism of similar biological processes.
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Affiliation(s)
- Yanjun Zhang
- School of Physics, Huazhong University of Science and Technology, Wuhan 430074, China
| | - Huanyu Tao
- School of Physics, Huazhong University of Science and Technology, Wuhan 430074, China
| | - Sheng-You Huang
- School of Physics, Huazhong University of Science and Technology, Wuhan 430074, China.
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