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A Review on Forced Degradation Strategies to Establish the Stability of Therapeutic Peptide Formulations. Int J Pept Res Ther 2023. [DOI: 10.1007/s10989-023-10492-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/16/2023]
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2
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Kwon SH, Lee D, Kim H, Jung YJ, Koo H, Lim YB. Structural control of self-assembled peptide nanostructures to develop peptide vesicles for photodynamic therapy of cancer. Mater Today Bio 2022; 16:100337. [PMID: 35799895 PMCID: PMC9254122 DOI: 10.1016/j.mtbio.2022.100337] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 05/30/2022] [Accepted: 06/18/2022] [Indexed: 11/24/2022]
Abstract
Vesicles such as liposomes, polymersomes, and exosomes have been widely used as drug delivery carriers; however, peptide vesicles (peptidesomes) despite their potential utility are far less well developed. Peptidesomes are distinctive because peptides play dual roles as a self-assembly building block and a bioactive functional unit. In order for peptidesomes to become successful nanodrugs, the issues related to differences in nanostructural properties between in vitro and in vivo conditions should be addressed. Here, we delineate a multivariate approach to feedback control the structures of peptide building blocks, nanoparticle size, drug loading process, nanoparticle aggregation, cytotoxicity, cell targeting capability, endosome disruption function, protease resistance, and in vivo performance, which eventually enabled the successful development of a highly efficacious peptidesome for in vivo cancer therapy. This study lays the groundwork for the successful in vivo translation of peptide nanodrugs.
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3
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Biological Characterization of Natural Peptide BcI-1003 from Boana cordobae (anura): Role in Alzheimer’s Disease and Microbial Infections. Int J Pept Res Ther 2022. [DOI: 10.1007/s10989-022-10472-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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4
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Yadav N, Kumar U, Chauhan VS. Conformationally restricted, dipeptide-based, self-assembled nanoparticles for efficient vancomycin delivery. Nanomedicine (Lond) 2022; 17:2023-2035. [PMID: 36645108 DOI: 10.2217/nnm-2022-0144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
Aim: Emergence of vancomycin (Van) resistance, and usage of its higher dose and short half-life are posing a serious concern. Slow and sustained release of Van using a nanodelivery system may overcome these problems. Materials & methods: Arginine-α,β-dehydrophenylalanine (RΔF) was synthesized using solution-phase synthesis which self-assembled into nanospheres. Van was entrapped in the nanoparticles (NPs). In vitro and in vivo efficacy of Van-RΔF was determined using broth microdilution and the mouse thigh infection model, respectively. Results & conclusion: Van-RΔF NPs efficiently inhibited bacterial growth (Staphylococcus aureus), while Van alone showed limited growth inhibition in in vitro. Intravenous administration of Van-RΔF in mice with bacterial thigh infection showed enhanced efficacy (double) compared with Van alone, which indicates its high potential for further development.
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Affiliation(s)
- Nitin Yadav
- Molecular Medicine Group, International Centre for Genetic Engineering & Biotechnology, Aruna Asaf Ali Marg, New Delhi, 110067, India
- Delhi Institute of Pharmaceutical Sciences & Research, Mehrauli-Badarpur Road, Sector-3, Pushpvihar, New Delhi, 110017, India
| | - Utkarsh Kumar
- Molecular Medicine Group, International Centre for Genetic Engineering & Biotechnology, Aruna Asaf Ali Marg, New Delhi, 110067, India
| | - Virander Singh Chauhan
- Molecular Medicine Group, International Centre for Genetic Engineering & Biotechnology, Aruna Asaf Ali Marg, New Delhi, 110067, India
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Klepach A, Tran H, Ahmad Mohammed F, ElSayed ME. Characterization and impact of peptide physicochemical properties on oral and subcutaneous delivery. Adv Drug Deliv Rev 2022; 186:114322. [PMID: 35526665 DOI: 10.1016/j.addr.2022.114322] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 02/21/2022] [Accepted: 05/02/2022] [Indexed: 11/25/2022]
Abstract
Peptides, an emerging modality within the biopharmaceutical industry, are often delivered subcutaneously with evolving prospects on oral delivery. Barrier biology within the subcutis or gastrointestinal tract is a significant challenge in limiting absorption or otherwise disrupting peptide disposition. Aspects of peptide pharmacokinetic performance and ADME can be mitigated with careful molecular design that tailors for properties such as effective size, hydrophobicity, net charge, proteolytic stability, and albumin binding. In this review, we endeavor to highlight effective techniques in qualifying physicochemical properties of peptides and discuss advancements of in vitro models of subcutaneous and oral delivery. Additionally, we will delineate empirical findings around the relationship of these physicochemical properties and in vivo (animal or human) impact. We conclude that robust peptide characterization methods and in vitro techniques with demonstrated correlations to in vivo data are key routines to incorporate in the drug discovery and development to improve the probability of technical and commercial success of peptide therapeutics.
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6
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Grant TM, Rennison D, Krause AL, Mros S, Ferguson SA, Cook GM, Cameron A, Arabshahi HJ, Brimble MA, Cahill P, Svenson J. Stereochemical Effects on the Antimicrobial Properties of Tetrasubstituted 2,5-Diketopiperazines. ACS Med Chem Lett 2022; 13:632-640. [PMID: 35450374 PMCID: PMC9014430 DOI: 10.1021/acsmedchemlett.1c00683] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 03/31/2022] [Indexed: 12/11/2022] Open
Abstract
Antimicrobial drug resistance is a looming health crisis facing us in the modern era, and new drugs are urgently needed to combat this growing problem. Synthetic mimics of antimicrobial peptides have recently emerged as a promising class of compounds for the treatment of persistent microbial infections. In the current study, we investigate five cyclic N-alkylated amphiphilic 2,5-diketopiperazines against 15 different strains of bacteria and fungi, including drug-resistant clinical isolates. Several of the 2,5-diketopiperazines displayed activities similar or superior to antibiotics currently in clinical use, with activities coupled to both the cationic and hydrophobic substituents. All possible stereoisomers of the lead peptide were prepared, and the effects of stereochemistry and amphiphilicity were investigated via 1D and 2D NMR spectroscopy, solution dynamics, and membrane interaction modeling. Clear differences in solution structures and membrane interaction potentials explain the differences seen in the bioactivity and physicochemical properties of each stereoisomer.
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Affiliation(s)
- Thomas M. Grant
- School of Chemical Sciences, University of Auckland, 23 Symonds Street, Auckland 1142, New Zealand
| | - David Rennison
- School of Chemical Sciences, University of Auckland, 23 Symonds Street, Auckland 1142, New Zealand
| | - Alexandra L. Krause
- Department of Microbiology and Immunology, School of Biomedical Sciences, University of Otago, Dunedin 9016, New Zealand
| | - Sonya Mros
- Department of Microbiology and Immunology, School of Biomedical Sciences, University of Otago, Dunedin 9016, New Zealand
| | - Scott A. Ferguson
- Department of Microbiology and Immunology, School of Biomedical Sciences, University of Otago, Dunedin 9016, New Zealand
| | - Gregory M. Cook
- Department of Microbiology and Immunology, School of Biomedical Sciences, University of Otago, Dunedin 9016, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, University of Auckland, Auckland 1142, New Zealand
| | - Alan Cameron
- School of Chemical Sciences, University of Auckland, 23 Symonds Street, Auckland 1142, New Zealand
| | - Homayon J. Arabshahi
- School of Chemical Sciences, University of Auckland, 23 Symonds Street, Auckland 1142, New Zealand
| | - Margaret A. Brimble
- School of Chemical Sciences, University of Auckland, 23 Symonds Street, Auckland 1142, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, University of Auckland, Auckland 1142, New Zealand
| | - Patrick Cahill
- Cawthron Institute, 98 Halifax Street, Nelson 7010, New Zealand
| | - Johan Svenson
- Cawthron Institute, 98 Halifax Street, Nelson 7010, New Zealand
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A hepatic antimicrobial peptide, hepcidin from Indian major carp, Catla catla: molecular identification and functional characterization. J Genet Eng Biotechnol 2022; 20:49. [PMID: 35344090 PMCID: PMC8960508 DOI: 10.1186/s43141-022-00330-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Accepted: 03/09/2022] [Indexed: 12/13/2022]
Abstract
Background Increase of antibiotic resistance in pathogenic microbes necessitated novel molecules for curing infection. Antimicrobial peptides (AMPs) are the gene-encoded evolutionarily conserved small molecules with therapeutic value. AMPs are considered as an alternative drug for conventional antibiotics. Hepcidin, the cysteine-rich antimicrobial peptide, is an important component in innate immune response. In this study, we identified and characterized hepcidin gene from the fish, Catla catla (Indian major carp) and termed it as Cc-Hep. Results Open reading frame of Cc-Hep consists of 261 base pair that encodes 87 amino acids. Cc-Hep is synthesized as a prepropeptide consisting of 24 amino acid signal peptide, 36 amino acid propeptide, and 26 amino acid mature peptide. Sequence analysis revealed that Cc-Hep shared sequence similarity with hepcidin from Sorsogona tuberculata. Phylogenetic analysis indicated that Cc-Hep was grouped with HAMP2 family. Structure analysis of mature Cc-Hep identified two antiparallel beta sheets stabilized by four disulphide bonds and a random coil. The mature peptide region of Cc-Hep has a charge of + 2, isoelectric value 8.23 and molecular weight 2.73 kDa. Conclusion Functional characterization predicted antibacterial, antioxidant, and anticancer potential of Cc-Hep, which can be explored in aquaculture or human health care.
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Kuusinen S, Ekman M, Raiko K, Hannula H, Lyytikäinen A, Lahtinen S, Soukka T. Complement C1q in plasma induces nonspecific binding of poly(acrylic acid)-coated upconverting nanoparticle antibody conjugates. Anal Bioanal Chem 2022; 414:3741-3749. [PMID: 35332370 PMCID: PMC9035425 DOI: 10.1007/s00216-022-04021-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 03/09/2022] [Accepted: 03/14/2022] [Indexed: 11/11/2022]
Abstract
Upconverting nanoparticles are attractive reporters for immunoassays, because their high specific activity and lack of autofluorescence background enable their detection at extremely low concentrations. However, the sensitivity achieved with heterogeneous sandwich immunoassays using nanoparticle reporters is generally limited by the nonspecific binding of nanoparticle antibody conjugates to solid supports. In this study, we characterized plasma components associated with elevated nonspecific binding of poly(acrylic acid)-coated upconverting nanoparticles in heterogeneous two-step sandwich immunoassays. Plasma was consecutively fractionated using various chromatographic methods by selecting after each step the fractions producing the highest nonspecific binding of upconverting nanoparticle conjugates in an immunoassay for cardiac troponin I. Finally, the proteins in the fractions associated with highest amount of nonspecific binding were separated by gel electrophoresis and identified with mass spectrometry. The results indicated that complement component C1q was present in the fractions associated with the highest signal from nonspecific binding. The interference was not limited to only poly(acrylic acid)-coated nanoparticles or certain antibody combination, but occurred more generally. The interference was removed by increasing the ionic strength of the assay buffer in the sample incubation step or by adding a negatively charged blocker to bind on positively charged C1q, suggesting that the interaction is mostly electrostatic. Hence, we assume that the interference is likely to affect various negatively charged nanoparticles. The identification of complement component C1q as the major interfering protein allows for more rational design of countermeasures in future immunoassay development utilizing nanoparticle reporters.
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Affiliation(s)
- Saara Kuusinen
- Department of Life Technologies, Faculty of Technology, University of Turku, Kiinamyllynkatu 10, 20520, Turku, Finland.
| | - Miikka Ekman
- Department of Life Technologies, Faculty of Technology, University of Turku, Kiinamyllynkatu 10, 20520, Turku, Finland
| | - Kirsti Raiko
- Department of Life Technologies, Faculty of Technology, University of Turku, Kiinamyllynkatu 10, 20520, Turku, Finland
| | - Heidi Hannula
- Department of Life Technologies, Faculty of Technology, University of Turku, Kiinamyllynkatu 10, 20520, Turku, Finland
| | - Annika Lyytikäinen
- Department of Life Technologies, Faculty of Technology, University of Turku, Kiinamyllynkatu 10, 20520, Turku, Finland
| | - Satu Lahtinen
- Department of Life Technologies, Faculty of Technology, University of Turku, Kiinamyllynkatu 10, 20520, Turku, Finland
| | - Tero Soukka
- Department of Life Technologies, Faculty of Technology, University of Turku, Kiinamyllynkatu 10, 20520, Turku, Finland
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Design of Membrane Active Peptides Considering Multi-Objective Optimization for Biomedical Application. MEMBRANES 2022; 12:membranes12020180. [PMID: 35207101 PMCID: PMC8880019 DOI: 10.3390/membranes12020180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 01/21/2022] [Accepted: 01/26/2022] [Indexed: 02/04/2023]
Abstract
A multitude of membrane active peptides exists that divides into subclasses, such as cell penetrating peptides (CPPs) capable to enter eukaryotic cells or antimicrobial peptides (AMPs) able to interact with prokaryotic cell envelops. Peptide membrane interactions arise from unique sequence motifs of the peptides that account for particular physicochemical properties. Membrane active peptides are mainly cationic, often primary or secondary amphipathic, and they interact with membranes depending on the composition of the bilayer lipids. Sequences of these peptides consist of short 5–30 amino acid sections derived from natural proteins or synthetic sources. Membrane active peptides can be designed using computational methods or can be identified in screenings of combinatorial libraries. This review focuses on strategies that were successfully applied to the design and optimization of membrane active peptides with respect to the fact that diverse features of successful peptide candidates are prerequisites for biomedical application. Not only membrane activity but also degradation stability in biological environments, propensity to induce resistances, and advantageous toxicological properties are crucial parameters that have to be considered in attempts to design useful membrane active peptides. Reliable assay systems to access the different biological characteristics of numerous membrane active peptides are essential tools for multi-objective peptide optimization.
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Panchal D, Kataria J, Patel K, Crowe K, Pai V, Azizogli AR, Kadian N, Sanyal S, Roy A, Dodd-O J, Acevedo-Jake AM, Kumar VA. Peptide-Based Inhibitors for SARS-CoV-2 and SARS-CoV. ADVANCED THERAPEUTICS 2021; 4:2100104. [PMID: 34514085 PMCID: PMC8420164 DOI: 10.1002/adtp.202100104] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 07/14/2021] [Indexed: 12/20/2022]
Abstract
The COVID‐19 (coronavirus disease) global pandemic, caused by the spread of the SARS‐CoV‐2 (severe acute respiratory syndrome coronavirus 2) virus, currently has limited treatment options which include vaccines, anti‐virals, and repurposed therapeutics. With their high specificity, tunability, and biocompatibility, small molecules like peptides are positioned to act as key players in combating SARS‐CoV‐2, and can be readily modified to match viral mutation rate. A recent expansion of the understanding of the viral structure and entry mechanisms has led to the proliferation of therapeutic viral entry inhibitors. In this comprehensive review, inhibitors of SARS and SARS‐CoV‐2 are investigated and discussed based on therapeutic design, inhibitory mechanistic approaches, and common targets. Peptide therapeutics are highlighted, which have demonstrated in vitro or in vivo efficacy, discuss advantages of peptide therapeutics, and common strategies in identifying targets for viral inhibition.
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Affiliation(s)
- Disha Panchal
- Department of Biomedical Engineering New Jersey Institute of Technology Newark NJ 07102 USA
| | - Jeena Kataria
- Department of Biomedical Engineering New Jersey Institute of Technology Newark NJ 07102 USA
| | - Kamiya Patel
- Department of Biomedical Engineering New Jersey Institute of Technology Newark NJ 07102 USA
| | - Kaytlyn Crowe
- Department of Biomedical Engineering New Jersey Institute of Technology Newark NJ 07102 USA
| | - Varun Pai
- Department of Biomedical Engineering New Jersey Institute of Technology Newark NJ 07102 USA
| | - Abdul-Rahman Azizogli
- Department of Biomedical Engineering New Jersey Institute of Technology Newark NJ 07102 USA
| | - Neil Kadian
- Department of Biomedical Engineering New Jersey Institute of Technology Newark NJ 07102 USA
| | - Sreya Sanyal
- Department of Biomedical Engineering New Jersey Institute of Technology Newark NJ 07102 USA
| | - Abhishek Roy
- Department of Biomedical Engineering New Jersey Institute of Technology Newark NJ 07102 USA
| | - Joseph Dodd-O
- Department of Biomedical Engineering New Jersey Institute of Technology Newark NJ 07102 USA
| | - Amanda M Acevedo-Jake
- Department of Biomedical Engineering New Jersey Institute of Technology Newark NJ 07102 USA
| | - Vivek A Kumar
- Department of Biomedical Engineering New Jersey Institute of Technology Newark NJ 07102 USA.,Department of Biomedical Engineering Department of Chemical Biological and Pharmaceutical Engineering New Jersey Institute of Technology Newark NJ 07102 USA
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Yu W, Wang J, Wang Z, Li L, Li W, Song J, Zhang S, Shan A. PEGylation of the Antimicrobial Peptide PG-1: A Link between Propensity for Nanostructuring and Capacity of the Antitrypsin Hydrolytic Ability. J Med Chem 2021; 64:10469-10481. [PMID: 34196552 DOI: 10.1021/acs.jmedchem.1c00879] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The increasing prevalence of antibacterial resistance globally underscores the urgent need for updated antimicrobial peptides (AMPs). Here, we describe a strategy for inducing the self-assembly of protegrin-1 (PG-1) into nanostructured antimicrobial agents with significantly improved pharmacological properties. Our strategy involves PEGylation in the terminals of PG-1 and subsequent self-assembly in aqueous media in the absence of exogenous excipients. Compared with the parent PG-1, the therapeutic index (TI) of NPG750(TIGram-negative bacteria = 17.07) and CPG2000(TIAll = 26.02) was increased. Importantly, NPG750 and CPG2000 offered higher stability toward trypsin degradation. Mechanistically, NPG750 and CPG2000 exerted their bactericidal activity by membrane-active mechanisms due to which microbes were not prone to develop resistance. Our findings proved PEGylation as a simple yet versatile strategy for generating AMP-derived bioactive drugs with excellent antitrypsin hydrolytic ability and lower cytotoxicity. This provides a theoretical basis for the further clinical application of AMPs.
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Affiliation(s)
- Weikang Yu
- Institute of Animal Nutrition, Northeast Agricultural University, No. 600 Changjiang Road, Xiangfang District, Harbin, Heilongjiang 150030, P. R. China
| | - Jiajun Wang
- Institute of Animal Nutrition, Northeast Agricultural University, No. 600 Changjiang Road, Xiangfang District, Harbin, Heilongjiang 150030, P. R. China
| | - Zihang Wang
- Institute of Animal Nutrition, Northeast Agricultural University, No. 600 Changjiang Road, Xiangfang District, Harbin, Heilongjiang 150030, P. R. China
| | - Lingxue Li
- Institute of Animal Nutrition, Northeast Agricultural University, No. 600 Changjiang Road, Xiangfang District, Harbin, Heilongjiang 150030, P. R. China
| | - Wenyu Li
- Institute of Animal Nutrition, Northeast Agricultural University, No. 600 Changjiang Road, Xiangfang District, Harbin, Heilongjiang 150030, P. R. China
| | - Jing Song
- Institute of Animal Nutrition, Northeast Agricultural University, No. 600 Changjiang Road, Xiangfang District, Harbin, Heilongjiang 150030, P. R. China
| | - Shanshan Zhang
- Institute of Animal Nutrition, Northeast Agricultural University, No. 600 Changjiang Road, Xiangfang District, Harbin, Heilongjiang 150030, P. R. China
| | - Anshan Shan
- Institute of Animal Nutrition, Northeast Agricultural University, No. 600 Changjiang Road, Xiangfang District, Harbin, Heilongjiang 150030, P. R. China
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12
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Therapeutic Potential of Tuna Backbone Peptide and Its Analogs: An In Vitro and In Silico Study. Molecules 2021; 26:molecules26072064. [PMID: 33916797 PMCID: PMC8038390 DOI: 10.3390/molecules26072064] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Revised: 03/28/2021] [Accepted: 03/30/2021] [Indexed: 11/16/2022] Open
Abstract
Tuna backbone peptide (TBP) has been reported to exert potent inhibitory activity against lipid peroxidation in vitro. Since this bears relevant physiological implications, this study was undertaken to assess the impact of peptide modifications on its bioactivity and other therapeutic potential using in vitro and in silico approach. Some TBP analogs, despite lower purity than the parent peptide, exerted promising antioxidant activities in vitro demonstrated by ABTS radical scavenging assay and cellular antioxidant activity assay. In silico digestion of the peptides resulted in the generation of antioxidant, angiotensin-converting enzyme (ACE), and dipeptidyl peptidase-IV (DPPIV) inhibitory dipeptides. Using bioinformatics platforms, we found five stable TBP analogs that hold therapeutic potential with their predicted multifunctionality, stability, non-toxicity, and low bitterness intensity. This work shows how screening and prospecting for bioactive peptides can be improved with the use of in vitro and in silico approaches.
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Cavaco M, Valle J, da Silva R, Correia JD, Castanho MARB, Andreu D, Neves V. DPepH3, an Improved Peptide Shuttle for Receptor-independent Transport Across the Blood-Brain Barrier. Curr Pharm Des 2020; 26:1495-1506. [DOI: 10.2174/1381612826666200213094556] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Accepted: 01/23/2020] [Indexed: 12/13/2022]
Abstract
Background:The use of peptides as drug carriers across the blood-brain barrier (BBB) has increased significantly during the last decades. PepH3, a seven residue sequence (AGILKRW) derived from the α-helical domain of the dengue virus type-2 capsid protein, translocates across the BBB with very low toxicity. Somehow predictably from its size and sequence, PepH3 is degraded in serum relatively fast. Among strategies to increase peptide half-life (t1/2), the use of the enantiomer (wholly made of D-amino acid residues) can be quite successful if the peptide interacts with a target in non-stereospecific fashion.Methods:The goal of this work was the development of a more proteolytic-resistant peptide, while keeping the translocation properties. The serum stability, cytotoxicity, in vitro BBB translocation, and internalization mechanism of DPepH3 was assessed and compared to the native peptide.Results:DPepH3 demonstrates a much longer t1/2 compared to PepH3. We also confirm that BBB translocation is receptor-independent, which fully validates the enantiomer strategy chosen. In fact, we demonstrate that internalization occurs trough macropinocytosis. In addition, the enantiomer demonstrates to be non-cytotoxic towards endothelial cells as PepH3.Conclusion:DPepH3 shows excellent translocation and internalization properties, safety, and improved stability. Taken together, our results place DPepH3 at the forefront of the second generation of BBB shuttles.
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Affiliation(s)
- Marco Cavaco
- Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Av Prof Egas Moniz, 1649-028 Lisboa, Portugal
| | - Javier Valle
- Proteomics and Protein Chemistry Unit, Department of Experimental and Health Sciences, Pompeu Fabra University, Barcelona, Spain
| | - Ruben da Silva
- Centro de Ciencias e Tecnologias Nucleares and Departamento de Engenharia e Ciencias Nucleares, Instituto Superior Tecnico, Universidade de Lisboa, CTN, Estrada Nacional 10 (km 139,7), 2695-066 Bobadela LRS, Portugal
| | - João D.G. Correia
- Centro de Ciencias e Tecnologias Nucleares and Departamento de Engenharia e Ciencias Nucleares, Instituto Superior Tecnico, Universidade de Lisboa, CTN, Estrada Nacional 10 (km 139,7), 2695-066 Bobadela LRS, Portugal
| | - Miguel A. R. B Castanho
- Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Av Prof Egas Moniz, 1649-028 Lisboa, Portugal
| | - David Andreu
- Proteomics and Protein Chemistry Unit, Department of Experimental and Health Sciences, Pompeu Fabra University, Barcelona, Spain
| | - Vera Neves
- Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Av Prof Egas Moniz, 1649-028 Lisboa, Portugal
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QUATgo: Protein quaternary structural attributes predicted by two-stage machine learning approaches with heterogeneous feature encoding. PLoS One 2020; 15:e0232087. [PMID: 32348325 PMCID: PMC7190164 DOI: 10.1371/journal.pone.0232087] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Accepted: 04/07/2020] [Indexed: 11/19/2022] Open
Abstract
Many proteins exist in natures as oligomers with various quaternary structural attributes rather than as single chains. Predicting these attributes is an essential task in computational biology for the advancement of proteomics. However, the existing methods do not consider the integration of heterogeneous coding and the accuracy of subunit categories with limited data. To this end, we proposed a tool that can predict more than 12 subunit protein oligomers, QUATgo. Meanwhile, three kinds of sequence coding were used, including dipeptide composition, which was used for the first time to predict protein quaternary structural attributes, and protein half-life characteristics, and we modified the coding method of the functional domain composition proposed by predecessors to solve the problem of large feature vectors. QUATgo solves the problem of insufficient data for a single subunit using a two-stage architecture and uses 10-fold cross-validation to test the predictive accuracy of the classifier. QUATgo has 49.0% cross-validation accuracy and 31.1% independent test accuracy. In the case study, the accuracy of QUATgo can reach 61.5% for predicting the quaternary structure of influenza virus hemagglutinin proteins. Finally, QUATgo is freely accessible to the public as a web server via the site http://predictor.nchu.edu.tw/QUATgo.
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15
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Fujimoto N, Bade S, Röckendorf N, Ramaker K, Frey A. Polyethylene glycol-conjugated alkylamines - A novel class of surfactants for the saturation of immunoassay solid phase surfaces. Talanta 2020; 211:120741. [PMID: 32070605 DOI: 10.1016/j.talanta.2020.120741] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Revised: 01/11/2020] [Accepted: 01/12/2020] [Indexed: 11/15/2022]
Abstract
All solid-phase immunoassay techniques depend on so-called blocking reagents to suppress the background that is caused by unwanted adhesion of assay system components to the solid support. Commonly used blocking reagents based on biological materials bear severe inherent drawbacks such as heterogeneity and cross-reactivity, while synthetic alternatives often show insufficient background prevention. In this study, polyethylene glycol-conjugated alkylamines were synthesized via a versatile building block approach and were studied as novel blocking reagent candidates in immunoassays. The newly developed substances outperformed commonly used blocking reagents in two different ELISA setups, enabling both, excellent prevention of non-specific binding and particularly high assay sensitivity. This class of surfactants therefore may contribute significantly to the field of assay technology.
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Affiliation(s)
- Naho Fujimoto
- Research Center Borstel - Leibniz Lung Center, Priority Area Asthma & Allergy, Division of Mucosal Immunology & Diagnostics, Member of Leibniz Health Technologies and of the German Center for Lung Research, Parkallee 22, 23845, Borstel, Germany
| | - Steffen Bade
- Research Center Borstel - Leibniz Lung Center, Priority Area Asthma & Allergy, Division of Mucosal Immunology & Diagnostics, Member of Leibniz Health Technologies and of the German Center for Lung Research, Parkallee 22, 23845, Borstel, Germany
| | - Niels Röckendorf
- Research Center Borstel - Leibniz Lung Center, Priority Area Asthma & Allergy, Division of Mucosal Immunology & Diagnostics, Member of Leibniz Health Technologies and of the German Center for Lung Research, Parkallee 22, 23845, Borstel, Germany
| | - Katrin Ramaker
- Research Center Borstel - Leibniz Lung Center, Priority Area Asthma & Allergy, Division of Mucosal Immunology & Diagnostics, Member of Leibniz Health Technologies and of the German Center for Lung Research, Parkallee 22, 23845, Borstel, Germany
| | - Andreas Frey
- Research Center Borstel - Leibniz Lung Center, Priority Area Asthma & Allergy, Division of Mucosal Immunology & Diagnostics, Member of Leibniz Health Technologies and of the German Center for Lung Research, Parkallee 22, 23845, Borstel, Germany.
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16
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Yadav N, Chauhan MK, Chauhan VS. Short to ultrashort peptide-based hydrogels as a platform for biomedical applications. Biomater Sci 2019; 8:84-100. [PMID: 31696870 DOI: 10.1039/c9bm01304k] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Short peptides have attracted significant attention from researchers in the past few years due to their easy design, synthesis and characterization, diverse functionalisation possibilities, low cost, possibility to make a large range of hierarchical nanostructures and most importantly their high biocompatibility and biodegradability. Generally, short peptides are also relatively more stable than their longer variants, non-immunogenic in nature and many of them self-assemble to provide an exciting range of nanostructures, including hydrogels. Thus, the development of short peptide-based hydrogels has become an area of intense investigation. Although these hydrogels have a water content of greater than 90%, they are surprisingly highly stable structures, and thus have been used for various biomedical applications, including cell therapeutics, drug delivery, tissue engineering and regeneration, contact lenses, biosensors, and wound healing, by different researchers. Herein, we review the progress of research in the rapidly expanding field of short to ultrashort peptide-based hydrogels and their possible applications. Special attention is paid to address and review this field with regard to the stability of peptide-based hydrogels, particularly to enzymatic degradation.
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Affiliation(s)
- Nitin Yadav
- Molecular Medicine Group, International Centre for Genetic Engineering & Biotechnology, Aruna Asaf Ali Marg, New Delhi-110067, India. and Delhi Institute of Pharmaceutical Sciences and Research, Mehrauli-Badarpur Road, Sector-3, Pushpvihar, New Delhi-110017, India
| | - Meenakshi K Chauhan
- Delhi Institute of Pharmaceutical Sciences and Research, Mehrauli-Badarpur Road, Sector-3, Pushpvihar, New Delhi-110017, India
| | - Virander S Chauhan
- Molecular Medicine Group, International Centre for Genetic Engineering & Biotechnology, Aruna Asaf Ali Marg, New Delhi-110067, India.
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17
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Tomazou M, Oulas A, Anagnostopoulos AK, Tsangaris GT, Spyrou GM. In Silico Identification of Antimicrobial Peptides in the Proteomes of Goat and Sheep Milk and Feta Cheese. Proteomes 2019; 7:32. [PMID: 31546575 PMCID: PMC6958355 DOI: 10.3390/proteomes7040032] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Revised: 09/16/2019] [Accepted: 09/19/2019] [Indexed: 12/14/2022] Open
Abstract
Milk and dairy products are a major functional food group of growing scientific and commercial interest due to their nutritional value and bioactive "load". A major fraction of the latter is attributed to milk's rich protein content and its biofunctional peptides that occur naturally during digestion. On the basis of the identified proteome datasets of milk whey from sheep and goat breeds in Greece and feta cheese obtained during previous work, we applied an in silico workflow to predict and characterise the antimicrobial peptide content of these proteomes. We utilised existing tools for predicting peptide sequences with antimicrobial traits complemented by in silico protein cleavage modelling to identify frequently occurring antimicrobial peptides (AMPs) in the gastrointestinal (GI) tract in humans. The peptides of interest were finally assessed for their stability with respect to their susceptibility to cleavage by endogenous proteases expressed along the intestinal part of the GI tract and ranked with respect to both their antimicrobial and stability scores.
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Affiliation(s)
- Marios Tomazou
- The Cyprus Institute of Neurology & Genetics, Bioinformatics Group, 6 International Airport Avenue, 2370 Nicosia, Cyprus, P.O. Box 23462, 1683 Nicosia, Cyprus.
- The Cyprus School of Molecular Medicine, 6 International Airport Avenue, 2370 Nicosia, Cyprus, P.O. Box 23462, 1683 Nicosia, Cyprus.
| | - Anastasis Oulas
- The Cyprus Institute of Neurology & Genetics, Bioinformatics Group, 6 International Airport Avenue, 2370 Nicosia, Cyprus, P.O. Box 23462, 1683 Nicosia, Cyprus.
- The Cyprus School of Molecular Medicine, 6 International Airport Avenue, 2370 Nicosia, Cyprus, P.O. Box 23462, 1683 Nicosia, Cyprus.
| | | | - George Th Tsangaris
- Proteomics Research Unit, Biomedical Research Foundation of the Academy of Athens, 115 27 Athens, Greece.
| | - George M Spyrou
- The Cyprus Institute of Neurology & Genetics, Bioinformatics Group, 6 International Airport Avenue, 2370 Nicosia, Cyprus, P.O. Box 23462, 1683 Nicosia, Cyprus.
- The Cyprus School of Molecular Medicine, 6 International Airport Avenue, 2370 Nicosia, Cyprus, P.O. Box 23462, 1683 Nicosia, Cyprus.
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18
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Nandy A, Dey S, Roy P, Basak SC. Epidemics and Peptide Vaccine Response: A Brief Review. Curr Top Med Chem 2019; 18:2202-2208. [PMID: 30417788 DOI: 10.2174/1568026618666181112144745] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Revised: 10/29/2018] [Accepted: 11/03/2018] [Indexed: 02/01/2023]
Abstract
We briefly review the situations arising out of epidemics that erupt rather suddenly, threatening life and livelihoods of humans. Ebola, Zika and the Nipah virus outbreaks are recent examples where the viral epidemics have led to considerably high degree of fatalities or debilitating consequences. The problems are accentuated by a lack of drugs or vaccines effective against the new and emergent viruses, and the inordinate amount of temporal and financial resources that are required to combat the novel pathogens. Progress in computational, biological and informational sciences have made it possible to consider design of synthetic vaccines that can be rapidly developed and deployed to help stem the damages. In this review, we consider the pros and cons of this new paradigm and suggest a new system where the manufacturing process can be decentralized to provide more targeted vaccines to meet the urgent needs of protection in case of a rampaging epidemic.
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Affiliation(s)
- Ashesh Nandy
- Centre for Interdisciplinary Research and Education, 404B Jodhpur Park, Kolkata 700068, India
| | - Sumanta Dey
- Centre for Interdisciplinary Research and Education, 404B Jodhpur Park, Kolkata 700068, India
| | - Proyasha Roy
- Centre for Interdisciplinary Research and Education, 404B Jodhpur Park, Kolkata 700068, India
| | - Subhash C Basak
- Department of Chemistry and Biochemistry, University of Minnesota Duluth, 1802 Stanford Avenue, Duluth, MN 5581, United States
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19
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Chan KP, Chao SH, Kah JCY. Exploiting Protein Corona around Gold Nanoparticles Conjugated to p53 Activating Peptides To Increase the Level of Stable p53 Proteins in Cells. Bioconjug Chem 2019; 30:920-930. [DOI: 10.1021/acs.bioconjchem.9b00032] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Kian Ping Chan
- NUS Graduate School for Integrative Sciences and Engineering, National University of Singapore, University Hall, Tan Chin Tuan Wing, Level 04, #04-02, 21 Lower Kent Ridge, Singapore 119077
- Bioprocessing Technology Institute, Agency for Science, Technology and Research, Singapore, 20 Biopolis Way, #06-01 Centros, Singapore 138668
| | - Sheng-Hao Chao
- Bioprocessing Technology Institute, Agency for Science, Technology and Research, Singapore, 20 Biopolis Way, #06-01 Centros, Singapore 138668
- Department of Microbiology and Immunology, National University of Singapore, 5 Science Drive 2, Blk MD4, Level 3, Singapore 117597
| | - James Chen Yong Kah
- NUS Graduate School for Integrative Sciences and Engineering, National University of Singapore, University Hall, Tan Chin Tuan Wing, Level 04, #04-02, 21 Lower Kent Ridge, Singapore 119077
- Department of Biomedical Engineering, National University of Singapore, 4 Engineering Drive 3, Blk E4, #04-08, Singapore 117583
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20
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Krause T, Röckendorf N, El-Sourani N, Ramaker K, Henkel M, Hauke S, Borschbach M, Frey A. Breeding Cell Penetrating Peptides: Optimization of Cellular Uptake by a Function-Driven Evolutionary Process. Bioconjug Chem 2018; 29:4020-4029. [PMID: 30380293 DOI: 10.1021/acs.bioconjchem.8b00583] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
In nature, building block-based biopolymers can adapt to functional and environmental demands by recombination and mutation of the monomer sequence. We present here an analogous, artificial evolutionary optimization process which we have applied to improve the functionality of cell-penetrating peptide molecules. The "evolution" consisted of repeated rounds of in silico peptide sequence alterations using a genetic algorithm followed by in vitro peptide synthesis, experimental analysis, and ranking according to their "fitness" (i.e., their ability to carry the cargo carboxyfluorescein into cultured cells). The genetic algorithm-based optimization method was customized and adapted from former successful applications in the lab to realize an early convergence and a minimum number of in vitro and in silico processing steps by configured settings derived from empirical in silico simulation. We started out with 20 "lead peptides" which we had previously identified as top performers regarding their ability to enter cultured cells. Ten breeding rounds comprising 240 peptides each yielded a peptide population of which the top 10 candidates displayed a 6-fold (median values) increase in its cell-penetration capability compared with the top 10 lead peptides, and two consensus sequences emerged which represent local fitness optima. In addition, the cell-penetrating potential could be proven independently of the carboxyfluorescein cargo in an alternative setting. Our results demonstrate that we have established a powerful optimization technology that can be used to further improve peptides with known functionality and adapt them to specific applications.
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Affiliation(s)
- Thorsten Krause
- Department of Mucosal Immunology and Diagnostics , Priority Area Asthma and Allergy, Research Center Borstel , 23845 Borstel , Germany ; Member of Leibniz Health Technologies
| | - Niels Röckendorf
- Department of Mucosal Immunology and Diagnostics , Priority Area Asthma and Allergy, Research Center Borstel , 23845 Borstel , Germany ; Member of Leibniz Health Technologies
| | - Nail El-Sourani
- Faculty of Computer Science , FHDW University of Applied Sciences , 51465 Bergisch Gladbach , Germany
| | - Katrin Ramaker
- Department of Mucosal Immunology and Diagnostics , Priority Area Asthma and Allergy, Research Center Borstel , 23845 Borstel , Germany ; Member of Leibniz Health Technologies
| | - Maik Henkel
- Department of Mucosal Immunology and Diagnostics , Priority Area Asthma and Allergy, Research Center Borstel , 23845 Borstel , Germany ; Member of Leibniz Health Technologies
| | - Sascha Hauke
- Faculty of Computer Science , FHDW University of Applied Sciences , 51465 Bergisch Gladbach , Germany
| | - Markus Borschbach
- Faculty of Computer Science , FHDW University of Applied Sciences , 51465 Bergisch Gladbach , Germany
| | - Andreas Frey
- Department of Mucosal Immunology and Diagnostics , Priority Area Asthma and Allergy, Research Center Borstel , 23845 Borstel , Germany ; Member of Leibniz Health Technologies
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21
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Mathur D, Singh S, Mehta A, Agrawal P, Raghava GPS. In silico approaches for predicting the half-life of natural and modified peptides in blood. PLoS One 2018; 13:e0196829. [PMID: 29856745 PMCID: PMC5983457 DOI: 10.1371/journal.pone.0196829] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2017] [Accepted: 04/22/2018] [Indexed: 11/19/2022] Open
Abstract
This paper describes a web server developed for designing therapeutic peptides with desired half-life in blood. In this study, we used 163 natural and 98 modified peptides whose half-life has been determined experimentally in mammalian blood, for developing in silico models. Firstly, models have been developed on 261 peptides containing natural and modified residues, using different chemical descriptors. The best model using 43 PaDEL descriptors got a maximum correlation of 0.692 between the predicted and the actual half-life peptides. Secondly, models were developed on 163 natural peptides using amino acid composition feature of peptides and achieved a maximum correlation of 0.643. Thirdly, models were developed on 163 natural peptides using chemical descriptors and attained a maximum correlation of 0.743 using 45 selected PaDEL descriptors. In order to assist researchers in the prediction and designing of half-life of peptides, the models developed have been integrated into PlifePred web server (http://webs.iiitd.edu.in//raghava/plifepred/).
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Affiliation(s)
- Deepika Mathur
- Bioinformatics Centre, CSIR-Institute of Microbial Technology, Chandigarh, India
| | - Sandeep Singh
- Bioinformatics Centre, CSIR-Institute of Microbial Technology, Chandigarh, India
| | - Ayesha Mehta
- Bioinformatics Centre, CSIR-Institute of Microbial Technology, Chandigarh, India
| | - Piyush Agrawal
- Bioinformatics Centre, CSIR-Institute of Microbial Technology, Chandigarh, India
| | - Gajendra P. S. Raghava
- Bioinformatics Centre, CSIR-Institute of Microbial Technology, Chandigarh, India
- Computational Biology, Indraprastha Institute of Information Technology, New Delhi, India
- * E-mail: ,
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22
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Kleandrova VV, Ruso JM, Speck-Planche A, Dias Soeiro Cordeiro MN. Enabling the Discovery and Virtual Screening of Potent and Safe Antimicrobial Peptides. Simultaneous Prediction of Antibacterial Activity and Cytotoxicity. ACS COMBINATORIAL SCIENCE 2016; 18:490-8. [PMID: 27280735 DOI: 10.1021/acscombsci.6b00063] [Citation(s) in RCA: 66] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Antimicrobial peptides (AMPs) represent promising alternatives to fight against bacterial pathogens. However, cellular toxicity remains one of the main concerns in the early development of peptide-based drugs. This work introduces the first multitasking (mtk) computational model focused on performing simultaneous predictions of antibacterial activities, and cytotoxicities of peptides. The model was created from a data set containing 3592 cases, and it displayed accuracy higher than 96% for classifying/predicting peptides in both training and prediction (test) sets. The technique known as alanine scanning was computationally applied to illustrate the calculation of the quantitative contributions of the amino acids (in their respective positions of the sequence) to the biological effects of a defined peptide. A small library formed by 10 peptides was generated, where peptides were designed by considering the interpretations of the different descriptors in the mtk-computational model. All the peptides were predicted to exhibit high antibacterial activities against multiple bacterial strains, and low cytotoxicity against various cell types. The present mtk-computational model can be considered a very useful tool to support high throughput research for the discovery of potent and safe AMPs.
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Affiliation(s)
- Valeria V. Kleandrova
- Faculty
of Technology and Production Management, Moscow State University of Food Production, Volokolamskoe shosse 11, Moscow, Russia
| | - Juan M. Ruso
- Department
of Applied Physics, University of Santiago de Compostela (USC), 15782 Santiago de Compostela, Spain
| | - Alejandro Speck-Planche
- Department
of Applied Physics, University of Santiago de Compostela (USC), 15782 Santiago de Compostela, Spain
- LAQV@REQUIMTE,
Department of Chemistry and Biochemistry, University of Porto, 4169-007 Porto, Portugal
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23
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Marshall KM, Laval M, Sims I, Shulkes A, Baldwin GS. Retro-inverso forms of gastrin5-12 are as biologically active as glycine-extended gastrin in vitro but not in vivo. Peptides 2015; 74:16-22. [PMID: 26471904 DOI: 10.1016/j.peptides.2015.09.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2015] [Revised: 09/24/2015] [Accepted: 09/29/2015] [Indexed: 01/04/2023]
Abstract
Non-amidated gastrin peptides such as glycine-extended gastrin (Ggly) are biologically active in vitro and in vivo and have been implicated in the development of gastric and colonic cancers. Previous studies have shown that the truncated form of Ggly, the octapeptide LE5AY, was still biologically active in vitro, and that activity was dependent on ferric ion binding but independent of binding to the cholecystokinin 2 (CCK2) receptor. The present work was aimed at creating more stable gastrin-derived 'super agonists' using retro-inverso technology. The truncated LE5AY peptide was synthesized using end protecting groups in three forms with l-amino acids (GL), d-amino acids (GD) or retro-inverso (reverse order with d-amino acids; GRI). All of these peptides bound ferric ions with a 2:1 (Fe: peptide) ratio. As predicted, Ggly, GL and GRI were biologically active in vitro and increased cell proliferation in mouse gastric epithelial (IMGE-5) and human colorectal cancer (DLD-1) cell lines, and increased cell migration in DLD-1 cells. These activities were likely via the same mechanism as Ggly since no CCK1 or CCK2 binding was identified, and GD remained inactive in all assays. Surprisingly, unlike Ggly, GL and GRI were not active in vivo. While Ggly stimulated colonic crypt height and proliferation rates in gastrin knockout mice, GL and GRI did not. The apparent lack of activity may be due to rapid clearance of these smaller peptides. Nevertheless further work designing and testing retro-inverso gastrins is warranted, as it may lead to the generation of super agonists that could potentially be used to treat patients with gastrointestinal disorders with reduced mucosal function.
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Affiliation(s)
- Kathryn M Marshall
- Department of Surgery, University of Melbourne, Austin Health, Lance Townsend Building, Level 8, Studley Road, Heidelberg, Victoria 3084 Australia.
| | - Marie Laval
- Department of Surgery, University of Melbourne, Austin Health, Lance Townsend Building, Level 8, Studley Road, Heidelberg, Victoria 3084 Australia.
| | - Ioulia Sims
- Department of Surgery, University of Melbourne, Austin Health, Lance Townsend Building, Level 8, Studley Road, Heidelberg, Victoria 3084 Australia.
| | - Arthur Shulkes
- Department of Surgery, University of Melbourne, Austin Health, Lance Townsend Building, Level 8, Studley Road, Heidelberg, Victoria 3084 Australia.
| | - Graham S Baldwin
- Department of Surgery, University of Melbourne, Austin Health, Lance Townsend Building, Level 8, Studley Road, Heidelberg, Victoria 3084 Australia.
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24
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Enzyme molecules in solitary confinement. Molecules 2014; 19:14417-45. [PMID: 25221867 PMCID: PMC6271441 DOI: 10.3390/molecules190914417] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2014] [Revised: 09/03/2014] [Accepted: 09/03/2014] [Indexed: 11/17/2022] Open
Abstract
Large arrays of homogeneous microwells each defining a femtoliter volume are a versatile platform for monitoring the substrate turnover of many individual enzyme molecules in parallel. The high degree of parallelization enables the analysis of a statistically representative enzyme population. Enclosing individual enzyme molecules in microwells does not require any surface immobilization step and enables the kinetic investigation of enzymes free in solution. This review describes various microwell array formats and explores their applications for the detection and investigation of single enzyme molecules. The development of new fabrication techniques and sensitive detection methods drives the field of single molecule enzymology. Here, we introduce recent progress in single enzyme molecule analysis in microwell arrays and discuss the challenges and opportunities.
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25
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Sharma A, Singla D, Rashid M, Raghava GPS. Designing of peptides with desired half-life in intestine-like environment. BMC Bioinformatics 2014; 15:282. [PMID: 25141912 PMCID: PMC4150950 DOI: 10.1186/1471-2105-15-282] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2014] [Accepted: 08/13/2014] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND In past, a number of peptides have been reported to possess highly diverse properties ranging from cell penetrating, tumor homing, anticancer, anti-hypertensive, antiviral to antimicrobials. Owing to their excellent specificity, low-toxicity, rich chemical diversity and availability from natural sources, FDA has successfully approved a number of peptide-based drugs and several are in various stages of drug development. Though peptides are proven good drug candidates, their usage is still hindered mainly because of their high susceptibility towards proteases degradation. We have developed an in silico method to predict the half-life of peptides in intestine-like environment and to design better peptides having optimized physicochemical properties and half-life. RESULTS In this study, we have used 10mer (HL10) and 16mer (HL16) peptides dataset to develop prediction models for peptide half-life in intestine-like environment. First, SVM based models were developed on HL10 dataset which achieved maximum correlation R/R2 of 0.57/0.32, 0.68/0.46, and 0.69/0.47 using amino acid, dipeptide and tripeptide composition, respectively. Secondly, models developed on HL16 dataset showed maximum R/R2 of 0.91/0.82, 0.90/0.39, and 0.90/0.31 using amino acid, dipeptide and tripeptide composition, respectively. Furthermore, models that were developed on selected features, achieved a correlation (R) of 0.70 and 0.98 on HL10 and HL16 dataset, respectively. Preliminary analysis suggests the role of charged residue and amino acid size in peptide half-life/stability. Based on above models, we have developed a web server named HLP (Half Life Prediction), for predicting and designing peptides with desired half-life. The web server provides three facilities; i) half-life prediction, ii) physicochemical properties calculation and iii) designing mutant peptides. CONCLUSION In summary, this study describes a web server 'HLP' that has been developed for assisting scientific community for predicting intestinal half-life of peptides and to design mutant peptides with better half-life and physicochemical properties. HLP models were trained using a dataset of peptides whose half-lives have been determined experimentally in crude intestinal proteases preparation. Thus, HLP server will help in designing peptides possessing the potential to be administered via oral route (http://www.imtech.res.in/raghava/hlp/).
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26
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Gorris HH, Wolfbeis OS. Photon-Upconverting Nanoparticles for Optical Encoding and Multiplexing of Cells, Biomolecules, and Microspheres. Angew Chem Int Ed Engl 2013; 52:3584-600. [DOI: 10.1002/anie.201208196] [Citation(s) in RCA: 365] [Impact Index Per Article: 33.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2013] [Indexed: 01/06/2023]
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27
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Gorris HH, Wolfbeis OS. Photonen aufkonvertierende Nanopartikel zur optischen Codierung und zum Multiplexing von Zellen, Biomolekülen und Mikrosphären. Angew Chem Int Ed Engl 2013. [DOI: 10.1002/ange.201208196] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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28
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Gorris HH. Kinetic analysis of renin and its inhibitors by detecting double-labelled peptidic substrates with an immunoassay. Analyst 2013; 138:2104-9. [DOI: 10.1039/c3an36508e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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29
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Röckendorf N, Borschbach M, Frey A. Molecular evolution of peptide ligands with custom-tailored characteristics for targeting of glycostructures. PLoS Comput Biol 2012; 8:e1002800. [PMID: 23271960 PMCID: PMC3521706 DOI: 10.1371/journal.pcbi.1002800] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2012] [Accepted: 10/09/2012] [Indexed: 11/19/2022] Open
Abstract
As an advanced approach to identify suitable targeting molecules required for various diagnostic and therapeutic interventions, we developed a procedure to devise peptides with customizable features by an iterative computer-assisted optimization strategy. An evolutionary algorithm was utilized to breed peptides in silico and the “fitness” of peptides was determined in an appropriate laboratory in vitro assay. The influence of different evolutional parameters and mechanisms such as mutation rate, crossover probability, gaussian variation and fitness value scaling on the course of this artificial evolutional process was investigated. As a proof of concept peptidic ligands for a model target molecule, the cell surface glycolipid ganglioside GM1, were identified. Consensus sequences describing local fitness optima were reached from diverse sets of L- and proteolytically stable D lead peptides. Ten rounds of evolutional optimization encompassing a total of just 4400 peptides lead to an increase in affinity of the peptides towards fluorescently labeled ganglioside GM1 by a factor of 100 for L- and 400 for D-peptides. A clever identification procedure is crucial when peptidic ligands for diagnostic and therapeutic techniques such as in vivo imaging or drug targeting are to be developed. Here, we present a propitious and versatile approach for the discovery of peptide sequences with custom features that is based on an iterative computer-assisted optimization process. The methodology smartly combines in silico evolution with in vitro testing to quickly obtain promising peptide ligand candidates with desired properties. To validate our method in a proof of concept we tried to identify peptide sequences that can bind to a glycosidic cell membrane component. We applied the evolution process by starting out with a small population of peptide lead sequences and achieved a constant increase in affinity between the peptide candidates and their target molecule with each generation. After 10 rounds and a total number of only 4400 peptides synthesized and tested, a more than 100fold improvement in target recognition could be achieved. Since all kinds of building blocks useable in chemical solid phase peptide synthesis can in principle be employed in this evolutionary optimization process, our method should prove a most versatile approach for the optimization of peptides, peptoids and peptomers towards a preset functionality.
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Affiliation(s)
- Niels Röckendorf
- Division of Mucosal Immunology & Diagnostics, Priority Program Asthma & Allergy, Research Center Borstel, Airway Research Center North (ARCN), Member of the German Center for Lung Research (DZL), Borstel, Germany
| | | | - Andreas Frey
- Division of Mucosal Immunology & Diagnostics, Priority Program Asthma & Allergy, Research Center Borstel, Airway Research Center North (ARCN), Member of the German Center for Lung Research (DZL), Borstel, Germany
- * E-mail:
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30
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Karstad R, Isaksen G, Wynendaele E, Guttormsen Y, De Spiegeleer B, Brandsdal BO, Svendsen JS, Svenson J. Targeting the S1 and S3 Subsite of Trypsin with Unnatural Cationic Amino Acids Generates Antimicrobial Peptides with Potential for Oral Administration. J Med Chem 2012; 55:6294-305. [DOI: 10.1021/jm3002058] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Rasmus Karstad
- Department of Chemistry, University
of Tromsø, N-9037 Tromsø, Norway
| | - Geir Isaksen
- Department of Chemistry, University
of Tromsø, N-9037 Tromsø, Norway
- The Norwegian Structural Biology
Centre and the Centre for Theoretical and Computational Chemistry,
Department of Chemistry, University of Tromsø, N-9037 Tromsø,
Norway
| | - Evelien Wynendaele
- Drug Quality and
Registration
Group, Faculty of Pharmaceutical Sciences, Ghent University, Harelbekestraat
72, B-9000 Ghent, Belgium
| | - Yngve Guttormsen
- Department of Chemistry, University
of Tromsø, N-9037 Tromsø, Norway
| | - Bart De Spiegeleer
- Drug Quality and
Registration
Group, Faculty of Pharmaceutical Sciences, Ghent University, Harelbekestraat
72, B-9000 Ghent, Belgium
| | - Bjørn-Olav Brandsdal
- Department of Chemistry, University
of Tromsø, N-9037 Tromsø, Norway
- The Norwegian Structural Biology
Centre and the Centre for Theoretical and Computational Chemistry,
Department of Chemistry, University of Tromsø, N-9037 Tromsø,
Norway
| | | | - Johan Svenson
- Department of Chemistry, University
of Tromsø, N-9037 Tromsø, Norway
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31
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Ma B, Yin C, Yang D, Lin G. Effect of structural modification on the gastrointestinal stability and hepatic metabolism of α-aminoxy peptides. Amino Acids 2012; 43:2073-85. [DOI: 10.1007/s00726-012-1291-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2011] [Accepted: 04/03/2012] [Indexed: 10/28/2022]
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32
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Soudy R, Gill A, Sprules T, Lavasanifar A, Kaur K. Proteolytically Stable Cancer Targeting Peptides with High Affinity for Breast Cancer Cells. J Med Chem 2011; 54:7523-34. [DOI: 10.1021/jm200750x] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Rania Soudy
- Faculty of Pharmacy and Pharmaceutical
Sciences, University of Alberta, Edmonton,
Alberta, T6G 2N8, Canada
| | - Avneet Gill
- Faculty of Pharmacy and Pharmaceutical
Sciences, University of Alberta, Edmonton,
Alberta, T6G 2N8, Canada
| | - Tara Sprules
- Quebec/Eastern Canada High Field
NMR Facility, McGill University, Montreal,
Quebec, H3A 2A7, Canada
| | - Afsaneh Lavasanifar
- Faculty of Pharmacy and Pharmaceutical
Sciences, University of Alberta, Edmonton,
Alberta, T6G 2N8, Canada
| | - Kamaljit Kaur
- Faculty of Pharmacy and Pharmaceutical
Sciences, University of Alberta, Edmonton,
Alberta, T6G 2N8, Canada
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Gorris HH, Bade S, Röckendorf N, Fránek M, Frey A. Pushing antibody-based labeling systems to higher sensitivity by linker-assisted affinity enhancement. Bioconjug Chem 2011; 22:1619-24. [PMID: 21749125 DOI: 10.1021/bc2001787] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The sensitivity of antibody/hapten-based labeling systems is limited by the natural affinity ceiling of immunoglobulins. Breaking this limit by antibody engineering is difficult. We thus attempted a different approach and investigated if the so-called bridge effect, a corecognition of the linker present between hapten and carrier protein during antibody generation, can be utilized to improve the affinity of such labeling systems. The well-known haptens 2,4-dinitrophenol (2,4-DNP) and 2,4-dichlorophenoxyacetic acid (2,4-D) were equipped with various linkers, and the resulting affinity change of their cognate antibodies was analyzed by ELISA. Anti-2,4-DNP antibodies exhibited the best affinity to their hapten when it was combined with aminobutanoic acid or aminohexanoic acid. The affinity of anti-2,4-D antibodies could be enhanced even further with longer aliphatic spacers connected to the hapten. The affinity toward aminoundecanoic acid-2,4-D derivatives, for instance, was improved about 100-fold compared to 2,4-D alone and yielded detection limits as low as 100 amoles of analyte. As the effect occurred for all antibodies and haptens tested, it may be sensible to implement the bridge effect in future antibody/hapten-labeling systems in order to achieve the highest sensitivity possible.
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Affiliation(s)
- Hans H Gorris
- Division of Mucosal Immunology and Diagnostics, Research Center Borstel, Parkallee 22, 23845 Borstel, Germany
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Bade S, Gorris HH, Koelling S, Olivier V, Reuter F, Zabel P, Frey A. Quantitation of major protein constituents of murine intestinal fluid. Anal Biochem 2010; 406:157-65. [PMID: 20624372 DOI: 10.1016/j.ab.2010.07.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2010] [Revised: 07/05/2010] [Accepted: 07/06/2010] [Indexed: 11/19/2022]
Abstract
The gastrointestinal tract is a hostile biological environment, yet not all ingested materials are destroyed. The minute differences that determine whether a substance persists or is digested, liberated, adsorbed, excreted, or taken up are still poorly understood. Most attempts to investigate the events occurring during an orogastrointestinal passage rely on simplified in vitro systems where an analyte is exposed to artificial intestinal fluids. To closely mimic the events in the gastrointestinal tract, the exact intestinal fluid composition and the in vivo concentration of its constituents must be known. The widely used lavage procedures, however, dilute the intestinal fluids to an extent that precludes recalculation to the original concentrations. Thus, we developed procedures with which undiluted murine intestinal fluid can be harvested; determined the in vivo concentrations of the digestive enzymes trypsin, chymotrypsin, and elastase and the adsorbents mucin and immunoglobulin A in small intestinal fluid of fasted and unfasted female Balb/c mice; and identified chymotrypsin and immunoglobulin A as valid endogenous dilution markers for the recalculation of aqueous lavages. With these technologies and information at hand, more reliable investigations on the fate of allergens, pathogens, food, and anthropogenic xenobiotics in the gastrointestinal tract will be possible.
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Affiliation(s)
- Steffen Bade
- Division of Mucosal Immunology, Research Center Borstel, 23845 Borstel, Germany
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Reuter F, Bade S, Hirst TR, Frey A. Bystander protein protects potential vaccine-targeting ligands against intestinal proteolysis. J Control Release 2009; 137:98-103. [DOI: 10.1016/j.jconrel.2009.03.015] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2008] [Revised: 03/16/2009] [Accepted: 03/22/2009] [Indexed: 11/26/2022]
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