151
|
Kamil R, Debnath U, Verma S, Prabhakar Y. Identification of Adjacent NNRTI Binding Pocket in Multi-mutated HIV1- RT Enzyme Model: An in silico Study. Curr HIV Res 2018; 16:121-129. [DOI: 10.2174/1570162x16666180412165004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Revised: 03/25/2018] [Accepted: 04/05/2018] [Indexed: 12/29/2022]
Abstract
Introduction:
A possible strategy to combat mutant strains is to have a thorough structural
evaluation before and after mutations to identify the diversity in the non-nucleoside inhibitor binding
pocket and their effects on enzyme-ligand interactions to generate novel NNRTI’s accordingly.
Objective:
The primary objective of this study was to find effects of multiple point mutations on
NNRTI binding pocket. This study included the contribution of each individual mutation in NNIBP
that propose an adjacent binding pocket which can be used to discover novel NNRTI derivatives.
Methods:
An in Silico model of HIV-1 RT enzyme with multiple mutations K103N, Y181C and
Y188L was developed and evaluated. Two designed NNRTI pyridinone derivatives were selected as
ligands for docking studies with the homology model through alignment based docking and residue
based docking approaches. Binding pockets of wild type HIV-1 RT and multi-mutated homology
model were compared thoroughly.
Result and Discussion:
K103N mutation narrowed the entrance of NNRTI binding pocket and forbade
electrostatic interaction with α amino group of LYS103. Mutations Y181C and Y188L prevented
NNRTI binding by eliminating aromatic π interactions offered by tyrosine rings. Docking
study against new homology model suggested an adjacent binding pocket with combination of residues
in palm and connection domains. This pocket is approximately 14.46Å away from conventional
NNRTI binding site.
Conclusion:
Increased rigidity, steric hindrance and losses of important interactions cumulatively
prompt ligands to adapt adjacent NNRTI binding pocket. The proposed new and adjacent binding
pocket is identified by this study which can further be evaluated to generate novel derivatives.
Collapse
Affiliation(s)
- R.F. Kamil
- R.C. Patel Institute of Pharmaceutical Education and Research, Shirpur 425405, India
| | - U. Debnath
- Department of Pharmaceutical Chemistry, Guru Nanak Institute of Pharmaceutical Science and Technology, Kolkata 700114, India
| | - S. Verma
- Medicinal and Process Chemistry Division, CSIR- Central Drug Research Institute Lucknow 226031, India
| | - Y.S. Prabhakar
- Medicinal and Process Chemistry Division, CSIR- Central Drug Research Institute Lucknow 226031, India
| |
Collapse
|
152
|
Balasco N, Smaldone G, Ruggiero A, De Simone A, Vitagliano L. Local structural motifs in proteins: Detection and characterization of fragments inserted in helices. Int J Biol Macromol 2018; 118:1924-1930. [PMID: 30017977 DOI: 10.1016/j.ijbiomac.2018.07.047] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Revised: 07/06/2018] [Accepted: 07/11/2018] [Indexed: 11/26/2022]
Abstract
The global/local fold of protein structures is stabilized by a variety of specific interactions. A primary role in this context is played by hydrogen bonds. In order to identify novel motifs in proteins, we searched Protein Data Bank structures looking for backbone H-bonds formed by NH groups of two (or more) consecutive residues with consecutive CO groups of distant residues in the sequence. The present analysis unravels the occurrence of recurrent structural motifs that, to the best of our knowledge, had not been characterized in literature. Indeed, these H-bonding patterns are found (i) in a specific parallel β-sheet capping, (ii) in linking of β-hairpins to α-helices, and (iii) in α-helix insertions. Interestingly, structural analyses of these motifs indicate that Gly residues frequently occupy prominent positions. The formation of these motifs is likely favored by the limited propensity of Gly to be embodied in helices/sheets. Of particular interest is the motif corresponding to insertions in helices that was detected in 1% of analyzed structures. Inserted fragments may assume different structures and aminoacid compositions and usually display diversified evolutionary conservation. Since inserted regions are physically separated from the rest of the protein structure, they represent hot spots for ad-hoc protein functionalization.
Collapse
Affiliation(s)
- Nicole Balasco
- Institute of Biostructures and Bioimaging, C.N.R., Naples, Italy.
| | | | - Alessia Ruggiero
- Institute of Biostructures and Bioimaging, C.N.R., Naples, Italy
| | - Alfonso De Simone
- Division of Molecular Biosciences, Imperial College South Kensington Campus, London SW7 2AZ, UK
| | - Luigi Vitagliano
- Institute of Biostructures and Bioimaging, C.N.R., Naples, Italy.
| |
Collapse
|
153
|
Torshin IY, Batyanovskii AV, Uroshlev LA, Esipova NG, Tumanyan VG. Noncanonical and Strongly Disallowed Conformations of the Backbone in Polypeptide Chains of Globular Proteins. Biophysics (Nagoya-shi) 2018. [DOI: 10.1134/s0006350918020240] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
|
154
|
Aarthy M, Kumar D, Giri R, Singh SK. E7 oncoprotein of human papillomavirus: Structural dynamics and inhibitor screening study. Gene 2018. [DOI: 10.1016/j.gene.2018.03.026] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
|
155
|
Jagadeb M, Rath SN, Sonawane A. Computational discovery of potent drugs to improve the treatment of pyrazinamide resistant Mycobacterium tuberculosis mutants. J Cell Biochem 2018; 119:7328-7338. [PMID: 29761826 DOI: 10.1002/jcb.27033] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Accepted: 04/06/2018] [Indexed: 12/18/2022]
Abstract
Emergence of multi-drug resistance tuberculosis has become a serious health problem globally. Accumulation of mutations in the drug target led to the development of multi-drug resistant mycobacterial strains that have made most of the conventional drugs ineffective. Hence, there is desperate need for the development of new therapeutic strategies. Here, we focused on the analysis of mutations in Mycobacterium tuberculosis (Mtb) PncA (pyrazinamidase) that is responsible for resistance against first-line anti-tuberculosis pyrazinamide (PZA) drug. First, PZA and its two isoforms were analyzed for their binding affinity toward ligand binding cavity of Mtb wild-type and mutant PncA proteins. The observations suggested that some drug resistant mutations cause strong binding of PncA with the active form of PZA and impair its release, which is required to inhibit the growth of Mtb. To improve the treatment of PZA resistant Mtb, high throughput virtual drug screening was performed to identify potent drug molecules from a library of compounds derived from ChEMBL database. From this library, we predicted a lead molecule (terta-butyl(2S,4S)-4-amino-2-cyclopropyl-6-(trifluoromethyl)-3,4-dihydro-2H-quinoline-1-carboxylate) to be more effective against PZA resistant Mtb strains in comparison to PZA. The lead molecule showed better drug-like properties such as high affinity and atomic interactions with wild-type and drug-resistant mutations in Mtb PncA proteins. Further, molecular dynamic simulation studies showed that this lead molecule has better conformational stability and compatibility with drug-resistant PncA proteins in comparison to PZA drug. We hypothesized that the predicted lead compound could be more effective, and thus may improve the treatment of PZA resistant tuberculosis.
Collapse
Affiliation(s)
- Manaswini Jagadeb
- School of Biotechnology, KIIT University, Bhubaneswar, Odisha, India
| | - Surya N Rath
- Department of Bioinformatics, Orissa University of Agriculture and Technology, Bhubaneswar, Odisha, India
| | - Avinash Sonawane
- School of Biotechnology, KIIT University, Bhubaneswar, Odisha, India.,Centre for Bioscience and Biomedical Engineering, IIT Indore, Simrol, Madhya Pradesh, India
| |
Collapse
|
156
|
Kumar V, Kumar V, Bhalla TC. Alkaline active cyanide dihydratase of Flavobacterium indicum MTCC 6936: Growth optimization, purification, characterization and in silico analysis. Int J Biol Macromol 2018; 116:591-598. [PMID: 29775704 DOI: 10.1016/j.ijbiomac.2018.05.075] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2018] [Revised: 05/03/2018] [Accepted: 05/12/2018] [Indexed: 11/30/2022]
Abstract
The present work explores a rare cyanide dihydratase of Flavobacterium indicum MTCC 6936 for its potential of cyanide degradation. The enzyme is purified to 12 fold with a yield of 76%. SDS and native-PAGE analysis revealed that enzyme was monomer of 40 kDa size. The enzyme works well in mesophilic range at wide array of pH. The thermostability profile of cyanide dihydratase revealed that the enzyme is quite stable at 30 °C and 35 °C with half-life of 6 h 30 min and 5 h respectively. Km and Vmax for cyanide dihydratase of F. indicum was measured to be 4.76 mM and 45 U mg-1 with kcat calculated to be 27.3 s-1 and specificity constant (kcat/Km) to be around 5.67 mM-1 s-1. MALDI-TOF analysis of purified protein revealed that the amino acid sequence has 50% and 43% sequence identity with putative amino acid sequence of F. indicum and earlier reported cyanide dihydratase of Bacillus pumilus respectively. Homology modeling studies of cyanide dihydratase of F. indicum predicted the catalytic triad of the enzyme indicating Cys at 164, Glu at 46 and Lys at 130th position. The purified enzyme has potential applications in bioremediation and analytical sector.
Collapse
Affiliation(s)
- Virender Kumar
- Department of Biotechnology, Himachal Pradesh University, Summer Hill, Shimla 171005, India
| | - Vijay Kumar
- Department of Biotechnology, Himachal Pradesh University, Summer Hill, Shimla 171005, India
| | - Tek Chand Bhalla
- Department of Biotechnology, Himachal Pradesh University, Summer Hill, Shimla 171005, India.
| |
Collapse
|
157
|
Firdous S, Iqbal S, Anwar S, Jabeen H. Identification and analysis of 5-enolpyruvylshikimate-3-phosphate synthase (EPSPS) gene from glyphosate-resistant Ochrobactrum intermedium Sq20. PEST MANAGEMENT SCIENCE 2018; 74:1184-1196. [PMID: 28544077 DOI: 10.1002/ps.4624] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2017] [Revised: 05/10/2017] [Accepted: 05/21/2017] [Indexed: 06/07/2023]
Abstract
BACKGROUND Glyphosate is a herbicide that acts by inhibition of the enzyme, 5-enolpyruvylshikimate-3-phosphate synthase (EPSPS), involved in the catalysis of an essential step in the biosynthesis of aromatic amino acids. The objective of this study was the isolation of glyphosate-resistant bacterial strains and subsequent characterization of the gene(s) encoding glyphosate resistance in these isolates. Using an enrichment culture technique, a glyphosate-resistant bacterium, Ochrobactrum intermedium Sq20 was isolated from glyphosate-contaminated indigenous soil and characterized. RESULTS An open reading frame (ORF) comprising of 1353 bp potentially encoding aroAO. intermediumSq20 was amplified from O. intermedium Sq20. It showed 97% homology with aroA genes from other Ochrobactrum spp. Physicochemical characterization revealed that aroAO. intermediumSq20 encodes a polypeptide of 450 amino acids with a calculated molecular mass of 48.9782 kDa and an isoelectric point of 5.21. Secondary structure prediction of AroAO. intermediumSq20 demonstrated a high percentage of random coils and α helices. Methodical optimization and validation of the protein structure helped to build a reliable protein model indicating the presence of 91.8% amino acid residues in most favoured regions. In addition, strain Sq20 was found to be capable of complete degradation of glyphosate at 500 mg L-1 initial concentration as the sole carbon and energy source within 4 days. CONCLUSION A glyphosate-resistant bacterial strain O. intermedium Sq20 was discovered. Sequence analysis and structure modelling demonstrated that AroAO. intermediumSq20 closely resembles class II EPSPS and possesses high glyphosate resistance. This provides a good foundation for functional analysis of experimentally derived crystal structures. The cloning and characterization of AroAO. intermediumSq20 will further help in understanding its role at the molecular level and its potential use in the production of glyphosate-resistant transgenic crops. © 2017 Society of Chemical Industry.
Collapse
Affiliation(s)
- Sadiqa Firdous
- Soil and Environmental Biotechnology Division, National Institute for Biotechnology and Genetic Engineering (NIBGE), Faisalabad, Pakistan
- Pakistan Institute of Engineering and Applied Sciences (PIEAS), Islamabad, Pakistan
| | - Samina Iqbal
- Soil and Environmental Biotechnology Division, National Institute for Biotechnology and Genetic Engineering (NIBGE), Faisalabad, Pakistan
- Pakistan Institute of Engineering and Applied Sciences (PIEAS), Islamabad, Pakistan
| | - Samina Anwar
- Soil and Environmental Biotechnology Division, National Institute for Biotechnology and Genetic Engineering (NIBGE), Faisalabad, Pakistan
| | - Hina Jabeen
- Department of Microbiology, Women University Mardan, Khyber Pakhtunkhwa, Pakistan
| |
Collapse
|
158
|
Cukier RI. Generating intrinsically disordered protein conformational ensembles from a Markov chain. J Chem Phys 2018; 148:105102. [DOI: 10.1063/1.5010428] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Robert I. Cukier
- Department of Chemistry, Michigan State University, East Lansing, Michigan 48824-1322, USA
| |
Collapse
|
159
|
Pandey B, Grover A, Sharma P. Molecular dynamics simulations revealed structural differences among WRKY domain-DNA interaction in barley (Hordeum vulgare). BMC Genomics 2018; 19:132. [PMID: 29433424 PMCID: PMC5810047 DOI: 10.1186/s12864-018-4506-3] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Accepted: 01/29/2018] [Indexed: 12/29/2022] Open
Abstract
Background The WRKY transcription factors are a class of DNA-binding proteins involved in diverse plant processes play critical roles in response to abiotic and biotic stresses. Genome-wide divergence analysis of WRKY gene family in Hordeum vulgare provided a framework for molecular evolution and functional roles. So far, the crystal structure of WRKY from barley has not been resolved; moreover, knowledge of the three-dimensional structure of WRKY domain is pre-requisites for exploring the protein-DNA recognition mechanisms. Homology modelling based approach was used to generate structures for WRKY DNA binding domain (DBD) and its variants using AtWRKY1 as a template. Finally, the stability and conformational changes of the generated model in unbound and bound form was examined through atomistic molecular dynamics (MD) simulations for 100 ns time period. Results In this study, we investigated the comparative binding pattern of WRKY domain and its variants with W-box cis-regulatory element using molecular docking and dynamics (MD) simulations assays. The atomic insight into WRKY domain exhibited significant variation in the intermolecular hydrogen bonding pattern, leading to the structural anomalies in the variant type and differences in the DNA-binding specificities. Based on the MD analysis, residual contribution and interaction contour, wild-type WRKY (HvWRKY46) were found to interact with DNA through highly conserved heptapeptide in the pre- and post-MD simulated complexes, whereas heptapeptide interaction with DNA was missing in variants (I and II) in post-MD complexes. Consequently, through principal component analysis, wild-type WRKY was also found to be more stable by obscuring a reduced conformational space than the variant I (HvWRKY34). Lastly, high binding free energy for wild-type and variant II allowed us to conclude that wild-type WRKY-DNA complex was more stable relative to variants I. Conclusions The results of our study revealed complete dynamic and structural information about WRKY domain-DNA interactions. However, no structure base information reported to date for WRKY variants and their mechanism of interaction with DNA. Our findings highlighted the importance of selecting a sequence to generate newer transgenic plants that would be increasingly tolerance to stress conditions. Electronic supplementary material The online version of this article (10.1186/s12864-018-4506-3) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Bharati Pandey
- Plant Biotechnology Unit, ICAR-Indian Institute of Wheat and Barley Research, Karnal, 132001, India.,Present address: Department of Biotechnology, Panjab University Chandigarh, Chandigarh, 160014, India
| | - Abhinav Grover
- School of Biotechnology, Jawaharlal Nehru University, New Delhi, 110067, India
| | - Pradeep Sharma
- Plant Biotechnology Unit, ICAR-Indian Institute of Wheat and Barley Research, Karnal, 132001, India.
| |
Collapse
|
160
|
Pandey B, Grover S, Goyal S, Jamal S, Singh A, Kaur J, Grover A. Novel missense mutations in gidB gene associated with streptomycin resistance in Mycobacterium tuberculosis: insights from molecular dynamics. J Biomol Struct Dyn 2018; 37:20-35. [DOI: 10.1080/07391102.2017.1417913] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Bharati Pandey
- Department of Biotechnology, Panjab University , Chandigarh 160014, India
| | - Sonam Grover
- Kusuma School of Biological Sciences, Indian Institute of Technology Delhi , New Delhi 110016, India
| | - Sukriti Goyal
- Department of Bioscience and Biotechnology, Banasthali University , Tonk 304022, Rajasthan, India
| | - Salma Jamal
- Department of Bioscience and Biotechnology, Banasthali University , Tonk 304022, Rajasthan, India
| | - Aditi Singh
- Department of Biotechnology, TERI University , Vasant Kunj, New Delhi 110070, India
| | - Jagdeep Kaur
- Department of Biotechnology, Panjab University , Chandigarh 160014, India
| | - Abhinav Grover
- School of Biotechnology, Jawaharlal Nehru University , New Delhi 110067, India
| |
Collapse
|
161
|
Blackler RJ, Gagnon SML, Polakowski R, Rose NL, Zheng RB, Letts JA, Johal AR, Schuman B, Borisova SN, Palcic MM, Evans SV. Glycosyltransfer in mutants of putative catalytic residue Glu303 of the human ABO(H) A and B blood group glycosyltransferases GTA and GTB proceeds through a labile active site. Glycobiology 2018; 27:370-380. [PMID: 27979997 DOI: 10.1093/glycob/cww117] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Accepted: 11/16/2016] [Indexed: 11/14/2022] Open
Abstract
The homologous glycosyltransferases α-1,3-N-acetylgalactosaminyltransferase (GTA) and α-1,3-galactosyltransferase (GTB) carry out the final synthetic step of the closely related human ABO(H) blood group A and B antigens. The catalytic mechanism of these model retaining enzymes remains under debate, where Glu303 has been suggested to act as a putative nucleophile in a double displacement mechanism, a local dipole stabilizing the intermediate in an orthogonal associative mechanism or a general base to stabilize the reactive oxocarbenium ion-like intermediate in an SNi-like mechanism. Kinetic analysis of GTA and GTB point mutants E303C, E303D, E303Q and E303A shows that despite the enzymes having nearly identical sequences, the corresponding mutants of GTA/GTB have up to a 13-fold difference in their residual activities relative to wild type. High-resolution single crystal X-ray diffraction studies reveal, surprisingly, that the mutated Cys, Asp and Gln functional groups are no more than 0.8 Å further from the anomeric carbon of donor substrate compared to wild type. However, complicating the analysis is the observation that Glu303 itself plays a critical role in maintaining the stability of a strained "double-turn" in the active site through several hydrogen bonds, and any mutation other than E303Q leads to significantly higher thermal motion or even disorder in the substrate recognition pockets. Thus, there is a remarkable juxtaposition of the mutants E303C and E303D, which retain significant activity despite disrupted active site architecture, with GTB/E303Q, which maintains active site architecture but exhibits zero activity. These findings indicate that nucleophilicity at position 303 is more catalytically valuable than active site stability and highlight the mechanistic elasticity of these enzymes.
Collapse
Affiliation(s)
- Ryan J Blackler
- Department of Biochemistry and Microbiology, University of Victoria, PO Box 3800, STN CSC, Victoria, BC, Canada
| | - Susannah M L Gagnon
- Department of Biochemistry and Microbiology, University of Victoria, PO Box 3800, STN CSC, Victoria, BC, Canada
| | - Robert Polakowski
- Department of Chemistry, University of Alberta, Edmonton, AB, Canada
| | - Natisha L Rose
- Department of Chemistry, University of Alberta, Edmonton, AB, Canada
| | - Ruixiang B Zheng
- Department of Chemistry, University of Alberta, Edmonton, AB, Canada
| | - James A Letts
- Department of Biochemistry and Microbiology, University of Victoria, PO Box 3800, STN CSC, Victoria, BC, Canada
| | - Asha R Johal
- Department of Biochemistry and Microbiology, University of Victoria, PO Box 3800, STN CSC, Victoria, BC, Canada
| | - Brock Schuman
- Department of Biochemistry and Microbiology, University of Victoria, PO Box 3800, STN CSC, Victoria, BC, Canada
| | - Svetlana N Borisova
- Department of Biochemistry and Microbiology, University of Victoria, PO Box 3800, STN CSC, Victoria, BC, Canada
| | - Monica M Palcic
- Department of Biochemistry and Microbiology, University of Victoria, PO Box 3800, STN CSC, Victoria, BC, Canada
- Department of Chemistry, University of Alberta, Edmonton, AB, Canada
| | - Stephen V Evans
- Department of Biochemistry and Microbiology, University of Victoria, PO Box 3800, STN CSC, Victoria, BC, Canada
| |
Collapse
|
162
|
Roux A, Isaac M, Chabert V, Denisov SA, McClenaghan ND, Sénèque O. Influence of amino acid sequence in a peptidic Cu+-responsive luminescent probe inspired by the copper chaperone CusF. Org Biomol Chem 2018; 16:5626-5634. [DOI: 10.1039/c8ob01044g] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Amino acid sequence influences the luminescence behavior of a family of bio-inspired Cu+-responsive probes.
Collapse
Affiliation(s)
- A. Roux
- Univ. Grenoble Alpes
- CNRS
- CEA
- BIG
- LCBM (UMR 5249)
| | - M. Isaac
- Univ. Grenoble Alpes
- CNRS
- CEA
- BIG
- LCBM (UMR 5249)
| | - V. Chabert
- Univ. Grenoble Alpes
- CNRS
- CEA
- BIG
- LCBM (UMR 5249)
| | | | | | - O. Sénèque
- Univ. Grenoble Alpes
- CNRS
- CEA
- BIG
- LCBM (UMR 5249)
| |
Collapse
|
163
|
Zeppelin T, Ladefoged LK, Sinning S, Periole X, Schiøtt B. A direct interaction of cholesterol with the dopamine transporter prevents its out-to-inward transition. PLoS Comput Biol 2018; 14:e1005907. [PMID: 29329285 PMCID: PMC5811071 DOI: 10.1371/journal.pcbi.1005907] [Citation(s) in RCA: 68] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2017] [Revised: 02/13/2018] [Accepted: 11/29/2017] [Indexed: 01/30/2023] Open
Abstract
Monoamine transporters (MATs) carry out neurotransmitter reuptake from the synaptic cleft, a key step in neurotransmission, which is targeted in the treatment of neurological disorders. Cholesterol (CHOL), a major component of the synaptic plasma membrane, has been shown to exhibit a modulatory effect on MATs. Recent crystal structures of the dopamine transporter (DAT) revealed the presence of two conserved CHOL-like molecules, suggesting a functional protein-CHOL direct interaction. Here, we present extensive atomistic molecular dynamics (MD) simulations of DAT in an outward-facing conformation. In the absence of bound CHOL, DAT undergoes structural changes reflecting early events of dopamine transport: transition to an inward-facing conformation. In contrast, in the presence of bound CHOL, these conformational changes are inhibited, seemingly by an immobilization of the intracellular interface of transmembrane helix 1a and 5 by CHOL. We also provide evidence, from coarse grain MD simulations that the CHOL sites observed in the DAT crystal structures are preserved in all human monoamine transporters (dopamine, serotonin and norepinephrine), suggesting that our findings might extend to the entire family.
Collapse
Affiliation(s)
- Talia Zeppelin
- Department of Chemistry, Aarhus University, Aarhus C, Denmark
| | - Lucy Kate Ladefoged
- Department of Chemistry, Aarhus University, Aarhus C, Denmark
- Interdisciplinary Nanoscience Center, Aarhus University, Aarhus C, Denmark
| | - Steffen Sinning
- Department of Chemistry, Aarhus University, Aarhus C, Denmark
- Translational Neuropsychiatry Unit, Department of Clinical Medicine, Aarhus University, Aarhus C, Denmark
| | - Xavier Periole
- Department of Chemistry, Aarhus University, Aarhus C, Denmark
| | - Birgit Schiøtt
- Department of Chemistry, Aarhus University, Aarhus C, Denmark
- Interdisciplinary Nanoscience Center, Aarhus University, Aarhus C, Denmark
| |
Collapse
|
164
|
Ligabue-Braun R, Borguesan B, Verli H, Krause MJ, Dorn M. Everyone Is a Protagonist: Residue Conformational Preferences in High-Resolution Protein Structures. J Comput Biol 2017; 25:451-465. [PMID: 29267011 DOI: 10.1089/cmb.2017.0182] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
In many structural bioinformatics problems, there is a broad range of unanswered questions about protein dynamics and amino acid properties. Proteins are not strictly static objects, but rather populate ensembles of conformations. One way to understand these particularities is to analyze the information available in experimental databases. The Ramachandran plot, despite being more than half a century old, remains an utterly useful tool in the study of protein conformation. Based on its assumptions, we inspected a large data set (11,130 protein structures, amounting to 5,255,768 residues) and discriminated the conformational preferences of each residue type regarding their secondary structure participation. These data were studied for phi [Formula: see text], psi [Formula: see text], and side chain chi [Formula: see text] angles, being presented in non-Ramachandranian plots. In the largest analysis of protein conformation made so far, we propose an original plot to depict conformational preferences in relation to different secondary structure elements. Despite confirming previous observations, our results strongly support a unique character for each residue type, whereas also reinforcing the observation that side chains have a major contribution to secondary structure and, by consequence, on protein conformation. This information can be further used in the development of more robust methods and computational strategies for structural bioinformatics problems.
Collapse
Affiliation(s)
- Rodrigo Ligabue-Braun
- 1 Center for Biotechnology, PPGBCM, Federal University of Rio Grande do Sul , Porto Alegre, Brazil
| | - Bruno Borguesan
- 2 Institute of Informatics, PPGC, Federal University of Rio Grande do Sul , Porto Alegre, Brazil
| | - Hugo Verli
- 1 Center for Biotechnology, PPGBCM, Federal University of Rio Grande do Sul , Porto Alegre, Brazil
| | - Mathias J Krause
- 3 Institute for Mechanical Process Engineering and Mechanics (MVM), Institute for Applied and Numerical Mathematics (IANM), Karlsruhe Institute of Technology (KIT) , Karlsruhe, Germany
| | - Márcio Dorn
- 1 Center for Biotechnology, PPGBCM, Federal University of Rio Grande do Sul , Porto Alegre, Brazil .,2 Institute of Informatics, PPGC, Federal University of Rio Grande do Sul , Porto Alegre, Brazil
| |
Collapse
|
165
|
Rani L, Mallajosyula SS. Phosphorylation versus O-GlcNAcylation: Computational Insights into the Differential Influences of the Two Competitive Post-Translational Modifications. J Phys Chem B 2017; 121:10618-10638. [DOI: 10.1021/acs.jpcb.7b08790] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Lata Rani
- Department of Chemistry, Indian Institute of Technology Gandhinagar, Palaj, Gandhinagar, Gujarat, India - 382355
| | - Sairam S. Mallajosyula
- Department of Chemistry, Indian Institute of Technology Gandhinagar, Palaj, Gandhinagar, Gujarat, India - 382355
| |
Collapse
|
166
|
Kean KM, Porter JJ, Mehl RA, Karplus PA. Structural insights into a thermostable variant of human carbonic anhydrase II. Protein Sci 2017; 27:573-577. [PMID: 29139171 DOI: 10.1002/pro.3347] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2017] [Revised: 11/08/2017] [Accepted: 11/09/2017] [Indexed: 11/07/2022]
Abstract
Carbonic anhydrase is an enzyme of interest for many biotechnological developments including carbon sequestration. These applications often require harsh conditions, so there is a need for the development of thermostable variants. One of the most thermostable human carbonic anhydrase II (HCAIIts) variants was patented in 2006. Here, we report the ultra-high resolution crystal structure of HCAIIts. The structural changes seen are consistent with each of the six mutations involved acting largely independently and variously resulting in increased H-bonding, improved packing, and reduced side chain entropy loss on folding to yield the increased stability. We further suggest that for four of the mutations, improvements in backbone conformational energetics is also a contributor and that considerations of such conformational propensities of individual amino acids are often overlooked.
Collapse
Affiliation(s)
- Kelsey M Kean
- Department of Biochemistry and Biophysics, 2011 Agriculture and Life Sciences Building, Oregon State University, Corvallis, Oregon, 97331
| | - Joseph J Porter
- Department of Biochemistry and Biophysics, 2011 Agriculture and Life Sciences Building, Oregon State University, Corvallis, Oregon, 97331
| | - Ryan A Mehl
- Department of Biochemistry and Biophysics, 2011 Agriculture and Life Sciences Building, Oregon State University, Corvallis, Oregon, 97331
| | - P Andrew Karplus
- Department of Biochemistry and Biophysics, 2011 Agriculture and Life Sciences Building, Oregon State University, Corvallis, Oregon, 97331
| |
Collapse
|
167
|
Antiquorum sensing activity of silver nanoparticles in P. aeruginosa: an in silico study. In Silico Pharmacol 2017; 5:12. [PMID: 29098138 DOI: 10.1007/s40203-017-0031-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2017] [Accepted: 10/05/2017] [Indexed: 12/24/2022] Open
Abstract
Pseudomonas aeruginosa an opportunistic pathogen regulates its virulence through Quorum sensing (QS) mechanism comprising of Las and Rhl system. Targeting of QS mechanism could be an ideal strategy to combat infection caused by P. aeruginosa. Silver nanoparticles (AgNPs) have been broadly applied as antimicrobial agents against a number of pathogenic bacterial and fungal strains, but have not been reported as an anti-QS agent. Therefore, the aim of present work was to show the computational analysis for the interaction of AgNPs with the QS system using an In silico approach. In silico studies showed that AgNPs got 'locked' deeply into the active site of respective proteins with their surrounding residues. The molecular docking analysis clearly demonstrated that AgNPs got bound to the catalytic cleft of LasI synthase (Asp73-Ag = 3.1 Å), RhlI synthase (His52-Ag = 2.8 Å), transcriptional receptor protein LasR (Leu159-Ag = 2.3 Å) and RhlR (Trp10-Ag = 3.1 Å and Glu34-Ag = 3.2 Å). The inhibition of LasI/RhlI synthase by AgNPs blocked the biosynthesis of AHLs, thus no AHL produced, no QS occurred. Further, interference with transcriptional regulatory proteins led to the inactivation of LasR/RhlR system that finally blocked the expression of QS-controlled virulence genes. Our findings clearly demonstrate the anti-QS property of AgNPs in P. aeruginosa which could be an alternative approach to the use of traditional antibiotics for the treatment of P. aeruginosa infection.
Collapse
|
168
|
Using chirality to probe the conformational dynamics and assembly of intrinsically disordered amyloid proteins. Sci Rep 2017; 7:12433. [PMID: 28970487 PMCID: PMC5624888 DOI: 10.1038/s41598-017-10525-5] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Accepted: 08/09/2017] [Indexed: 12/22/2022] Open
Abstract
Intrinsically disordered protein (IDP) conformers occupy large regions of conformational space and display relatively flat energy surfaces. Amyloid-forming IDPs, unlike natively folded proteins, have folding trajectories that frequently involve movements up shallow energy gradients prior to the “downhill” folding leading to fibril formation. We suggest that structural perturbations caused by chiral inversions of amino acid side-chains may be especially valuable in elucidating these pathways of IDP folding. Chiral inversions are subtle in that they do not change side-chain size, flexibility, hydropathy, charge, or polarizability. They allow focus to be placed solely on the question of how changes in amino acid side-chain orientation, and the resultant alterations in peptide backbone structure, affect a peptide’s conformational landscape (Ramachandran space). If specific inversions affect folding and assembly, then the sites involved likely are important in mediating these processes. We suggest here a “focused chiral mutant library” approach for the unbiased study of amyloid-forming IDPs.
Collapse
|
169
|
Batool M, Shah M, Patra MC, Yesudhas D, Choi S. Structural insights into the Middle East respiratory syndrome coronavirus 4a protein and its dsRNA binding mechanism. Sci Rep 2017; 7:11362. [PMID: 28900197 PMCID: PMC5596018 DOI: 10.1038/s41598-017-11736-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Accepted: 08/29/2017] [Indexed: 12/12/2022] Open
Abstract
Middle East respiratory syndrome coronavirus (MERS-CoV) has evolved to navigate through the sophisticated network of a host's immune system. The immune evasion mechanism including type 1 interferon and protein kinase R-mediated antiviral stress responses has been recently attributed to the involvement of MERS-CoV protein 4a (p4a) that masks the viral dsRNA. However, the structural mechanism of how p4a recognizes and establishes contacts with dsRNA is not well explained. In this study, we report a dynamic mechanism deployed by p4a to engage the viral dsRNA and make it unavailable to the host immune system. Multiple variants of p4a-dsRNA were created and investigated through extensive molecular dynamics procedures to highlight crucial interfacial residues that may be used as potential pharmacophores for future drug development. The structural analysis revealed that p4a exhibits a typical αβββα fold structure, as found in other dsRNA-binding proteins. The α1 helix and the β1-β2 loop play a crucial role in recognizing and establishing contacts with the minor grooves of dsRNA. Further, mutational and binding free energy analyses suggested that in addition to K63 and K67, two other residues, K27 and W45, might also be crucial for p4a-dsRNA stability.
Collapse
Affiliation(s)
- Maria Batool
- Department of Molecular Science and Technology, Ajou University, Suwon, 16499, South Korea
| | - Masaud Shah
- Department of Molecular Science and Technology, Ajou University, Suwon, 16499, South Korea
| | - Mahesh Chandra Patra
- Department of Molecular Science and Technology, Ajou University, Suwon, 16499, South Korea
| | - Dhanusha Yesudhas
- Department of Molecular Science and Technology, Ajou University, Suwon, 16499, South Korea
| | - Sangdun Choi
- Department of Molecular Science and Technology, Ajou University, Suwon, 16499, South Korea.
| |
Collapse
|
170
|
Pereira J, Lamzin VS. A distance geometry-based description and validation of protein main-chain conformation. IUCRJ 2017; 4:657-670. [PMID: 28989721 PMCID: PMC5619857 DOI: 10.1107/s2052252517008466] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Accepted: 06/07/2017] [Indexed: 06/07/2023]
Abstract
Understanding the protein main-chain conformational space forms the basis for the modelling of protein structures and for the validation of models derived from structural biology techniques. Presented here is a novel idea for a three-dimensional distance geometry-based metric to account for the fine details of protein backbone conformations. The metrics are computed for dipeptide units, defined as blocks of Cαi-1-O i-1-Cαi -O i -Cαi+1 atoms, by obtaining the eigenvalues of their Euclidean distance matrices. These were computed for ∼1.3 million dipeptide units collected from nonredundant good-quality structures in the Protein Data Bank and subjected to principal component analysis. The resulting new Euclidean orthogonal three-dimensional space (DipSpace) allows a probabilistic description of protein backbone geometry. The three axes of the DipSpace describe the local extension of the dipeptide unit structure, its twist and its bend. By using a higher-dimensional metric, the method is efficient for the identification of Cα atoms in an unlikely or unusual geometrical environment, and its use for both local and overall validation of protein models is demonstrated. It is also shown, for the example of trypsin proteases, that the detection of unusual conformations that are conserved among the structures of this protein family may indicate geometrically strained residues of potentially functional importance.
Collapse
Affiliation(s)
- Joana Pereira
- European Molecular Biology Laboratory, c/o DESY, Notkestrasse 85, 22607 Hamburg, Germany
| | - Victor S. Lamzin
- European Molecular Biology Laboratory, c/o DESY, Notkestrasse 85, 22607 Hamburg, Germany
| |
Collapse
|
171
|
Torshin IY, Batyanovskii AV, Uroshlev LA, Esipova NG, Tumanyan VG. The relationship between the sign of the polypeptide backbone angle omega and the type of the side chain radical of amino-acid residues. Biophysics (Nagoya-shi) 2017. [DOI: 10.1134/s0006350917030216] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
|
172
|
Bohórquez HJ, Suárez CF, Patarroyo ME. Mass & secondary structure propensity of amino acids explain their mutability and evolutionary replacements. Sci Rep 2017; 7:7717. [PMID: 28798365 PMCID: PMC5552740 DOI: 10.1038/s41598-017-08041-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Accepted: 06/28/2017] [Indexed: 11/20/2022] Open
Abstract
Why is an amino acid replacement in a protein accepted during evolution? The answer given by bioinformatics relies on the frequency of change of each amino acid by another one and the propensity of each to remain unchanged. We propose that these replacement rules are recoverable from the secondary structural trends of amino acids. A distance measure between high-resolution Ramachandran distributions reveals that structurally similar residues coincide with those found in substitution matrices such as BLOSUM: Asn ↔ Asp, Phe ↔ Tyr, Lys ↔ Arg, Gln ↔ Glu, Ile ↔ Val, Met → Leu; with Ala, Cys, His, Gly, Ser, Pro, and Thr, as structurally idiosyncratic residues. We also found a high average correlation (\documentclass[12pt]{minimal}
\usepackage{amsmath}
\usepackage{wasysym}
\usepackage{amsfonts}
\usepackage{amssymb}
\usepackage{amsbsy}
\usepackage{mathrsfs}
\usepackage{upgreek}
\setlength{\oddsidemargin}{-69pt}
\begin{document}$$\overline{R}$$\end{document}R¯ = 0.85) between thirty amino acid mutability scales and the mutational inertia (IX), which measures the energetic cost weighted by the number of observations at the most probable amino acid conformation. These results indicate that amino acid substitutions follow two optimally-efficient principles: (a) amino acids interchangeability privileges their secondary structural similarity, and (b) the amino acid mutability depends directly on its biosynthetic energy cost, and inversely with its frequency. These two principles are the underlying rules governing the observed amino acid substitutions.
Collapse
Affiliation(s)
- Hugo J Bohórquez
- Bio-mathematics, Fundación Instituto de Inmunología de Colombia, FIDIC, Cra. 50 No. 26-00, Of. 102, Bogotá DC, 111321160, Cundinamarca, Colombia.
| | - Carlos F Suárez
- Bio-mathematics, Fundación Instituto de Inmunología de Colombia, FIDIC, Cra. 50 No. 26-00, Of. 102, Bogotá DC, 111321160, Cundinamarca, Colombia.,Universidad de Ciencias Aplicadas y Ambientales, UDCA, Bogotá DC, Colombia.,Universidad del Rosario, Bogotá DC, Colombia
| | - Manuel E Patarroyo
- Bio-mathematics, Fundación Instituto de Inmunología de Colombia, FIDIC, Cra. 50 No. 26-00, Of. 102, Bogotá DC, 111321160, Cundinamarca, Colombia.,Universidad Nacional de Colombia, Bogotá DC, Colombia
| |
Collapse
|
173
|
Biological, immunological and functional properties of two novel multi-variant chimeric recombinant proteins of CSP antigens for vaccine development against Plasmodium vivax infection. Mol Immunol 2017; 90:158-171. [PMID: 28800475 DOI: 10.1016/j.molimm.2017.06.033] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Revised: 05/31/2017] [Accepted: 06/19/2017] [Indexed: 01/30/2023]
Abstract
The circumsporozoite protein (CSP) of the malaria parasite Plasmodium vivax is a major pre-erythrocyte vaccine candidate. The protein has a central repeat region that belongs to one of repeat families (VK210, VK247, and the P. vivax-like). In the present study, computer modelling was employed to select chimeric proteins, comprising the conserved regions and different arrangements of the repeat elements (VK210 and VK247), whose structure is similar to that of the native counterparts. DNA encoding the selected chimeras (named CS127 and CS712) were synthetically constructed based on E. coli codons, then cloned and expressed. Mouse monoclonal antibodies (mAbs; anti-Pv-210-CDC and -Pv-247-CDC), recognized the chimeric antigens in ELISA, indicating correct conformation and accessibility of the B-cell epitopes. ELISA using IgG from plasma samples collected from 221 Iranian patients with acute P. vivax showed that only 49.32% of the samples reacted to both CS127 and CS712 proteins. The dominant subclass for the two chimeras was IgG1 (48% of the positive responders, OD492=0.777±0.420 for CS127; 48.41% of the positive responders, OD492=0.862±0.423 for CS712, with no statistically significant difference P>0.05; Wilcoxon signed ranks test). Binding assays showed that both chimeric proteins bound to immobilized heparan sulphate and HepG2 hepatocyte cells in a concentration-dependent manner, saturable at 80μg/mL. Additionally, anti-CS127 and -CS712 antibodies raised in mice recognized the native protein on the surface of P. vivax sporozoite with high intensity, confirming the presence of common epitopes between the recombinant forms and the native proteins. In summary, despite structural differences at the molecular level, the expression levels of both chimeras were satisfactory, and their conformational structure retained biological function, thus supporting their potential for use in the development of vivax-based vaccine.
Collapse
|
174
|
Kubyshkin V, Budisa N. Synthetic alienation of microbial organisms by using genetic code engineering: Why and how? Biotechnol J 2017; 12. [PMID: 28671771 DOI: 10.1002/biot.201600097] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2017] [Revised: 05/19/2017] [Accepted: 05/31/2017] [Indexed: 12/31/2022]
Abstract
The main goal of synthetic biology (SB) is the creation of biodiversity applicable for biotechnological needs, while xenobiology (XB) aims to expand the framework of natural chemistries with the non-natural building blocks in living cells to accomplish artificial biodiversity. Protein and proteome engineering, which overcome limitation of the canonical amino acid repertoire of 20 (+2) prescribed by the genetic code by using non-canonic amino acids (ncAAs), is one of the main focuses of XB research. Ideally, estranging the genetic code from its current form via systematic introduction of ncAAs should enable the development of bio-containment mechanisms in synthetic cells potentially endowing them with a "genetic firewall" i.e. orthogonality which prevents genetic information transfer to natural systems. Despite rapid progress over the past two decades, it is not yet possible to completely alienate an organism that would use and maintain different genetic code associations permanently. In order to engineer robust bio-contained life forms, the chemical logic behind the amino acid repertoire establishment should be considered. Starting from recent proposal of Hartman and Smith about the genetic code establishment in the RNA world, here the authors mapped possible biotechnological invasion points for engineering of bio-contained synthetic cells equipped with non-canonical functionalities.
Collapse
Affiliation(s)
- Vladimir Kubyshkin
- Biocatalysis group, Institute of Chemistry, Technical University of Berlin, Germany
| | - Nediljko Budisa
- Biocatalysis group, Institute of Chemistry, Technical University of Berlin, Germany
| |
Collapse
|
175
|
Kubyshkin V, Budisa N. Construction of a polyproline structure with hydrophobic exterior using octahydroindole-2-carboxylic acid. Org Biomol Chem 2017; 15:619-627. [DOI: 10.1039/c6ob02306a] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Oligomeric octahydroindole-2-carboxilic acid (Oic) forms a stable polyproline-II type helix.
Collapse
Affiliation(s)
- Vladimir Kubyshkin
- Biocatalysis group
- Institute of Chemistry
- Technical University of Berlin
- Berlin
- Germany
| | - Nediljko Budisa
- Biocatalysis group
- Institute of Chemistry
- Technical University of Berlin
- Berlin
- Germany
| |
Collapse
|
176
|
Dasari T, Kondagari B, Dulapalli R, Abdelmonsef AH, Mukkera T, Padmarao LS, Malkhed V, Vuruputuri U. Design of novel lead molecules against RhoG protein as cancer target - a computational study. J Biomol Struct Dyn 2016; 35:3119-3139. [PMID: 27691842 DOI: 10.1080/07391102.2016.1244492] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Cancer is a class of diseases characterized by uncontrolled cell growth. Every year more than 2 million people are affected by the disease. Rho family proteins are actively involved in cytoskeleton regulation. Over-expression of Rho family proteins show oncogenic activity and promote cancer progression. In the present work RhoG protein is considered as novel target of cancer. It is a member of Rho family and Rac subfamily protein, which plays pivotal role in regulation of microtubule formation, cell migration and contributes in cancer progression. In order to understand the binding interaction between RhoG protein and the DH domain of Ephexin-4 protein, the 3D structure of RhoG was evaluated and Molecular Dynamic Simulations was performed to stabilize the structure. The 3D structure of RhoG protein was validated and active site identified using standard computational protocols. Protein-protein docking of RhoG with Ephexin-4 was done to understand binding interactions and the active site structure. Virtual screening was carried out with ligand databases against the active site of RhoG protein. The efficiency of virtual screening is analysed with enrichment factor and area under curve values. The binding free energy of docked complexes was calculated using prime MM-GBSA module. The SASA, FOSA, FISA, PISA and PSA values of ligands were carried out. New ligands with high docking score, glide energy and acceptable ADME properties were prioritized as potential inhibitors of RhoG protein.
Collapse
Affiliation(s)
- Thirupathi Dasari
- a Department of Chemistry , University College of Science, Osmania University , Tarnaka, Hyderabad 500007 , Telangana , India
| | - Bhargavi Kondagari
- a Department of Chemistry , University College of Science, Osmania University , Tarnaka, Hyderabad 500007 , Telangana , India
| | - Ramasree Dulapalli
- a Department of Chemistry , University College of Science, Osmania University , Tarnaka, Hyderabad 500007 , Telangana , India
| | - Aboubakr Haredi Abdelmonsef
- a Department of Chemistry , University College of Science, Osmania University , Tarnaka, Hyderabad 500007 , Telangana , India
| | - Thirupathi Mukkera
- a Department of Chemistry , University College of Science, Osmania University , Tarnaka, Hyderabad 500007 , Telangana , India
| | - Lavanya Souda Padmarao
- a Department of Chemistry , University College of Science, Osmania University , Tarnaka, Hyderabad 500007 , Telangana , India
| | - Vasavi Malkhed
- b Department of Chemistry , University College of Science, Osmania University , Saifabad, Hyderabad 500004 , Telangana , India
| | - Uma Vuruputuri
- a Department of Chemistry , University College of Science, Osmania University , Tarnaka, Hyderabad 500007 , Telangana , India
| |
Collapse
|
177
|
Identification and characterization of the novel point mutation m.3634A>G in the mitochondrial MT-ND1 gene associated with LHON syndrome. Biochim Biophys Acta Mol Basis Dis 2016; 1863:182-187. [PMID: 27613247 DOI: 10.1016/j.bbadis.2016.09.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Revised: 09/01/2016] [Accepted: 09/05/2016] [Indexed: 11/20/2022]
Abstract
Leber's hereditary optic neuropathy (LHON) is a mitochondrial genetic disease characterized by bilateral acute or subacute progressive central visual loss. Most cases of LHON syndrome are caused by point mutations in the MT-ND1, MT-ND4, and MT-ND6 genes. Here, we report a novel homoplasmic mutation in the MT-ND1 gene (m.3634A>G, p.Ser110Gly) in a patient with the classical clinical features of LHON syndrome. Several observations support the idea that the mutation is pathogenic and involved in the clinical phenotype of the patient: 1) The mutation affected a highly conserved amino acid, 2) A pathogenic mutation in the same amino acid (m.3635G>A, p.Ser110Asn) was previously reported in a patient with LHON syndrome, 3) The mutation is not recorded in the Mitomap or Human Mitochondrial Genome Database, 4) In silico predictors classified the mutation as "probably damaging", and 5) Cybrids carrying the mutation showed decreased Complex I enzyme activity, lower cell proliferation, and decreased mitochondrial membrane potential relative to control cybrids.
Collapse
|
178
|
Hollingsworth SA, Lewis MC, Karplus PA. Beyond basins: φ,ψ preferences of a residue depend heavily on the φ,ψ values of its neighbors. Protein Sci 2016; 25:1757-62. [PMID: 27342939 PMCID: PMC5338229 DOI: 10.1002/pro.2973] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2016] [Revised: 06/14/2016] [Accepted: 06/16/2016] [Indexed: 11/10/2022]
Abstract
The Ramachandran plot distributions of nonglycine residues from experimentally determined structures are routinely described as grouping into one of six major basins: β, PII , α, αL , ξ and γ'. Recent work describing the most common conformations adopted by pairs of residues in folded proteins [i.e., (φ,ψ)2 -motifs] showed that commonly described major basins are not true single thermodynamic basins, but are composed of distinct subregions that are associated with various conformations of either the preceding or following neighbor residue. Here, as documentation of the extent to which the conformational preferences of a central residue are influenced by the conformations of its two neighbors, we present a set of φ,ψ-plots that are delimited simultaneously by the φ,ψ-angles of its neighboring residues on both sides. The level of influence seen here is typically greater than the influence associated with considering the identities of neighboring residues, implying that the use of this heretofore untapped information can improve the accuracy of structure prediction algorithms and low resolution protein structure refinement.
Collapse
Affiliation(s)
- Scott A. Hollingsworth
- Department of Molecular Biology and BiochemistryUniversity of CaliforniaIrvineCalifornia92697
| | - Matthew C. Lewis
- Department of Biochemistry and BiophysicsOregon State UniversityCorvallisOregon97331
- Present address: Department of Molecular Biology and BiochemistryUniversity of CaliforniaIrvineCalifornia92697
| | - P. Andrew Karplus
- Department of Biochemistry and BiophysicsOregon State UniversityCorvallisOregon97331
| |
Collapse
|
179
|
Deshmukh SA, Solomon LA, Kamath G, Fry HC, Sankaranarayanan SKRS. Water ordering controls the dynamic equilibrium of micelle-fibre formation in self-assembly of peptide amphiphiles. Nat Commun 2016; 7:12367. [PMID: 27554944 PMCID: PMC4999504 DOI: 10.1038/ncomms12367] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2015] [Accepted: 06/27/2016] [Indexed: 01/29/2023] Open
Abstract
Understanding the role of water in governing the kinetics of the self-assembly processes of amphiphilic peptides remains elusive. Here, we use a multistage atomistic-coarse-grained approach, complemented by circular dichroism/infrared spectroscopy and dynamic light scattering experiments to highlight the dual nature of water in driving the self-assembly of peptide amphiphiles (PAs). We show computationally that water cage formation and breakage near the hydrophobic groups control the fusion dynamics and aggregation of PAs in the micellar stage. Simulations also suggest that enhanced structural ordering of vicinal water near the hydrophilic amino acids shifts the equilibrium towards the fibre phase and stimulates structure and order during the PA assembly into nanofibres. Experiments validate our simulation findings; the measured infrared O–H bond stretching frequency is reminiscent of an ice-like bond which suggests that the solvated water becomes increasingly ordered with time in the assembled peptide network, thus shedding light on the role of water in a self-assembly process. The role of water in the kinetics of the self-assembly process of amphiphilic peptides still remains unknown. Sankaranarayanan et al. have shown through computational study that water has a dual nature when dictating the mechanism and dynamics of self-assembly of peptide amphiphiles.
Collapse
Affiliation(s)
- Sanket A Deshmukh
- Center for Nanoscale Materials, Argonne National Laboratory, Lemont, Illinois 60439, USA
| | - Lee A Solomon
- Center for Nanoscale Materials, Argonne National Laboratory, Lemont, Illinois 60439, USA
| | - Ganesh Kamath
- Department of Chemistry, University of Missouri-Columbia, Columbia, Missouri 65211, USA
| | - H Christopher Fry
- Center for Nanoscale Materials, Argonne National Laboratory, Lemont, Illinois 60439, USA
| | | |
Collapse
|
180
|
Collagen structure: new tricks from a very old dog. Biochem J 2016; 473:1001-25. [PMID: 27060106 DOI: 10.1042/bj20151169] [Citation(s) in RCA: 154] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Accepted: 02/01/2016] [Indexed: 12/22/2022]
Abstract
The main features of the triple helical structure of collagen were deduced in the mid-1950s from fibre X-ray diffraction of tendons. Yet, the resulting models only could offer an average description of the molecular conformation. A critical advance came about 20 years later with the chemical synthesis of sufficiently long and homogeneous peptides with collagen-like sequences. The availability of these collagen model peptides resulted in a large number of biochemical, crystallographic and NMR studies that have revolutionized our understanding of collagen structure. High-resolution crystal structures from collagen model peptides have provided a wealth of data on collagen conformational variability, interaction with water, collagen stability or the effects of interruptions. Furthermore, a large increase in the number of structures of collagen model peptides in complex with domains from receptors or collagen-binding proteins has shed light on the mechanisms of collagen recognition. In recent years, collagen biochemistry has escaped the boundaries of natural collagen sequences. Detailed knowledge of collagen structure has opened the field for protein engineers who have used chemical biology approaches to produce hyperstable collagens with unnatural residues, rationally designed collagen heterotrimers, self-assembling collagen peptides, etc. This review summarizes our current understanding of the structure of the collagen triple helical domain (COL×3) and gives an overview of some of the new developments in collagen molecular engineering aiming to produce novel collagen-based materials with superior properties.
Collapse
|
181
|
Exploration of Structural and Functional Variations Owing to Point Mutations in α-NAGA. Interdiscip Sci 2016; 10:81-92. [PMID: 27138754 DOI: 10.1007/s12539-016-0173-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2015] [Revised: 04/07/2016] [Accepted: 04/13/2016] [Indexed: 10/21/2022]
Abstract
Schindler disease is a lysosomal storage disorder caused due to deficiency or defective activity of alpha-N-acetylgalactosaminidase (α-NAGA). Mutations in gene encoding α-NAGA cause wide range of diseases, characterized with mild to severe clinical features. Molecular effects of these mutations are yet to be explored in detail. Therefore, this study was focused on four missense mutations of α-NAGA namely, S160C, E325K, R329Q and R329W. Native and mutant structures of α-NAGA were analysed to determine geometrical deviations such as the contours of root mean square deviation, root mean square fluctuation, percentage of residues in allowed regions of Ramachandran plot and solvent accessible surface area, using conformational sampling technique. Additionally, global energy-minimized structures of native and mutants were further analysed to compute their intra-molecular interactions, hydrogen bond dilution and distribution of secondary structure. In addition, docking studies were also performed to determine variations in binding energies between native and mutants. The deleterious effects of mutants were evident due to variations in their active site residues pertaining to spatial conformation and flexibility, comparatively. Hence, variations exhibited by mutants, namely S160C, E325K, R329Q and R329W to that of native, consequently, lead to the detrimental effects causing Schindler disease. This study computationally explains the underlying reasons for the pathogenesis of the disease, thereby aiding future researchers in drug development and disease management.
Collapse
|
182
|
Morin A, Sliz P. Structural biology computing: Lessons for the biomedical research sciences. Biopolymers 2016; 99:809-16. [PMID: 23828134 DOI: 10.1002/bip.22343] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2013] [Accepted: 06/26/2013] [Indexed: 12/18/2022]
Abstract
The field of structural biology, whose aim is to elucidate the molecular and atomic structures of biological macromolecules, has long been at the forefront of biomedical sciences in adopting and developing computational research methods. Operating at the intersection between biophysics, biochemistry, and molecular biology, structural biology's growth into a foundational framework on which many concepts and findings of molecular biology are interpreted1 has depended largely on parallel advancements in computational tools and techniques. Without these computing advances, modern structural biology would likely have remained an exclusive pursuit practiced by few, and not become the widely practiced, foundational field it is today. As other areas of biomedical research increasingly embrace research computing techniques, the successes, failures and lessons of structural biology computing can serve as a useful guide to progress in other biomedically related research fields.
Collapse
Affiliation(s)
- Andrew Morin
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, 02115
| | | |
Collapse
|
183
|
Campos SRR, Iranzo O, Baptista AM. Constant-pH MD Simulations Portray the Protonation and Structural Behavior of Four Decapeptides Designed to Coordinate Cu(2+). J Phys Chem B 2016; 120:1080-91. [PMID: 26813109 DOI: 10.1021/acs.jpcb.5b12052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The cyclic decapeptide C-Asp, containing one Asp residue and three His residues, was designed by Fragoso et al. (Chem. Eur. J. 2013, 19, 2076) to bind Cu(2+) exclusively through the side chain groups and mimic copper coordination in metalloproteins. A variant of the cyclodecapeptide where Asp is substituted by Asn (C-Asn) has also been synthesized in addition to the linear ("open") counterparts of both forms (O-Asp and O-Asn), testing the importance of cyclization and the presence of Asp in Cu(2+) coordination (Chem. Eur. J. 2013, 19, 2076; Dalton Trans. 2013, 42, 6182). All peptides formed a major species at neutral pH that was able to coordinate Cu(2+) exclusively through the neutral imidazole groups and the Asp side chain, when present, with C-Asp being the most effective. A detailed description of the protonation behavior of each histidine could help understanding the coordination species being formed in the pH range and eventually further optimizing the peptide's design. However, the standard current methods (NMR titrations) are not very suited for proximal groups titrating in the same pH range. In this work, we used the stochastic titration constant-pH molecular dynamics method to calculate the protonation curves and pKa of each titrable residue in the four decapeptides, in the absence of Cu(2+) ions. The global protonation curves obtained in our simulations are in very good agreement with the existing potentiometric titration curves. The histidines are titrating very closely, and the Asp forms abundant salt bridges with the basic residues, displaying an unusually low pKa value. In addition, we could observe that the four peptides are very unstructured in the absence of copper, and not even the cyclic forms exhibit a significant β-sheet, unlike what could be expected from the presence of β-turn inducer units in this type of scaffold.
Collapse
Affiliation(s)
- Sara R R Campos
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa , Av. da República, 2780-157 Oeiras, Portugal
| | - Olga Iranzo
- Aix Marseille Université , Centrale Marseille, CNRS, iSm2 UMR 7313, 13397 Marseille, France
| | - António M Baptista
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa , Av. da República, 2780-157 Oeiras, Portugal
| |
Collapse
|
184
|
Husain FM, Ahmad I, Baig MH, Khan MS, Khan MS, Hassan I, Al-Shabib NA. Broad-spectrum inhibition of AHL-regulated virulence factors and biofilms by sub-inhibitory concentrations of ceftazidime. RSC Adv 2016. [DOI: 10.1039/c6ra02704k] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Quorum sensing in bacteria is a density dependent communication system that regulates the expression of genes. In this study we have shown the broad spectrum anti-quorum sensing and biofilm inhibiting activity of ceftazidime against 3 different bacterial pathogens.
Collapse
Affiliation(s)
- Fohad Mabood Husain
- Department of Food Science and Nutrition
- College of Food and Agricultural Sciences
- King Saud University
- Riyadh-11541
- Kingdom of Saudi Arabia
| | - Iqbal Ahmad
- Department of Agricultural Microbiology
- Aligarh Muslim University
- Aligarh-202002
- India
| | | | - Mohammad Shavez Khan
- Department of Agricultural Microbiology
- Aligarh Muslim University
- Aligarh-202002
- India
| | - Mohd Shahnawaz Khan
- Department of Biochemistry
- College of Science
- King Saud University
- Riyadh-11541
- Kingdom of Saudi Arabia
| | - Iftekhar Hassan
- Department of Zoology
- College of Science
- King Saud University
- Riyadh-11541
- Kingdom of Saudi Arabia
| | - Nasser Abdulatif Al-Shabib
- Department of Food Science and Nutrition
- College of Food and Agricultural Sciences
- King Saud University
- Riyadh-11541
- Kingdom of Saudi Arabia
| |
Collapse
|
185
|
Bywater RP, Veryazov V. The dipeptide conformations of all twenty amino acid types in the context of biosynthesis. SPRINGERPLUS 2015; 4:668. [PMID: 26558171 PMCID: PMC4633472 DOI: 10.1186/s40064-015-1430-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/11/2015] [Accepted: 10/12/2015] [Indexed: 11/23/2022]
Abstract
There have been many studies of dipeptide structure at a high level of accuracy using quantum chemical methods. Such calculations are resource-consuming (in terms of memory, CPU and other computational imperatives) which is the reason why most previous studies were restricted to the two simplest amino-acid residue types, glycine and alanine. We improve on this by extending the scope of residue types to include all 20 naturally occurring residue types. Our results reveal differences in secondary structure preferences for the all residue types. There are in most cases very deep energy troughs corresponding either to the polyproline II (collagen) helix and the α-helix or both. The β-strand was not strongly favoured energetically although the extent of this depression in the energy surface is, while not “deeper” (energetically), has a wider extent than the other two types of secondary structure. There is currently great interest in the question of cotranslational folding, the extent to which the nascent polypeptide begins to fold prior to emerging from the ribosome exit tunnel. Accordingly, while most previous quantum studies of dipeptides were carried out in the (simulated) gas or aqueous phase, we wished to consider the first step in polypeptide biosynthesis on the ribosome where neither gas nor aqueous conditions apply. We used a dielectric constant that would be compatible with the water-poor macromolecular (ribosome) environment.
Collapse
Affiliation(s)
- Robert P Bywater
- Magdalen College, High Street, Oxford, OX1 4AU England, UK ; Francis Crick Institute, London, NW7 1AA England, UK
| | - Valera Veryazov
- Department of Theoretical Chemistry, Lund University, POB 124, Lund, 22100 Sweden
| |
Collapse
|
186
|
Mitogen Activated Protein Kinase (MPK) Interacts With Auxin Influx Carrier (OsAux/LAX1) Involved in Auxin Signaling in Plant. Biol Proced Online 2015; 17:13. [PMID: 26526688 PMCID: PMC4628314 DOI: 10.1186/s12575-015-0025-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2015] [Accepted: 10/21/2015] [Indexed: 11/19/2022] Open
Abstract
Background Mitogen activated protein kinases (MPKs) are serine/threonine protein kinases that contain characteristic T-x-Y motif in the activation loop region. MPKs are important signaling molecules involved in diverse signaling cascades that regulate plant growth, development and stress responses by conducting phosphorylation events in their target proteins. MPKs phosphorylate their target proteins at either S-P/T-P (Serine/Proline/Threonine) amino acid. To understand, if MPKs are involved in the auxin signaling cascade, we identified probable target proteins of MPKs involved in auxin signaling or transport processes. Results A genome-wide search of the rice genome database led us to identification of the OsAux/LAX1 gene as a potential downstream target protein of MPKs. In-silico analysis predicted that MPKs interact with OsAux/LAX1 proteins which were validated by a yeast two-hybrid assay that showed OsMPK3, OsMPK4 and OsMPK6 are physically interact with OsAux/LAX1 protein. Conclusion The yeast two-hybrid interaction showed that MPKs are directly involved in auxin signaling events in plants. This is the first study to report direct involvement of MPKs in the auxin signaling pathway.
Collapse
|
187
|
Improta R, Vitagliano L, Esposito L. The determinants of bond angle variability in protein/peptide backbones: A comprehensive statistical/quantum mechanics analysis. Proteins 2015; 83:1973-86. [DOI: 10.1002/prot.24876] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Revised: 07/24/2015] [Accepted: 08/03/2015] [Indexed: 11/11/2022]
Affiliation(s)
- Roberto Improta
- Istituto di Biostrutture e Bioimmagini; Consiglio Nazionale delle Ricerche (CNR); Napoli I-80134 Italy
| | - Luigi Vitagliano
- Istituto di Biostrutture e Bioimmagini; Consiglio Nazionale delle Ricerche (CNR); Napoli I-80134 Italy
| | - Luciana Esposito
- Istituto di Biostrutture e Bioimmagini; Consiglio Nazionale delle Ricerche (CNR); Napoli I-80134 Italy
| |
Collapse
|
188
|
Mutzafi M, Shechtman Y, Eldar YC, Cohen O, Segev M. Sparsity-based Ankylography for Recovering 3D molecular structures from single-shot 2D scattered light intensity. Nat Commun 2015; 6:7950. [PMID: 26289358 PMCID: PMC4560757 DOI: 10.1038/ncomms8950] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2014] [Accepted: 06/30/2015] [Indexed: 11/10/2022] Open
Abstract
Deciphering the three-dimensional (3D) structure of complex molecules is of major importance, typically accomplished with X-ray crystallography. Unfortunately, many important molecules cannot be crystallized, hence their 3D structure is unknown. Ankylography presents an alternative, relying on scattering an ultrashort X-ray pulse off a single molecule before it disintegrates, measuring the far-field intensity on a two-dimensional surface, followed by computation. However, significant information is absent due to lower dimensionality of the measurements and the inability to measure the phase. Recent Ankylography experiments attracted much interest, but it was counter-argued that Ankylography is valid only for objects containing a small number of volume pixels. Here, we propose a sparsity-based approach to reconstruct the 3D structure of molecules. Sparsity is natural for Ankylography, because molecules can be represented compactly in stoichiometric basis. Utilizing sparsity, we surpass current limits on recoverable information by orders of magnitude, paving the way for deciphering the 3D structure of macromolecules. X-ray laser holds promise for deciphering three-dimensional structures of organic molecules, which constitutes a major goal in structural biology. Mutzafi et al. propose an algorithm to overcome the issue of laser-induced sample damage based on prior knowledge of the atoms that comprise the molecules.
Collapse
Affiliation(s)
- Maor Mutzafi
- Physics Department and Solid State Institute, Technion, Haifa 32000, Israel
| | - Yoav Shechtman
- Physics Department and Solid State Institute, Technion, Haifa 32000, Israel.,Department of Chemistry, Stanford University, 375 North-South Mall, Stanford, California 94305, USA
| | - Yonina C Eldar
- Electrical Engineering Department, Technion, Haifa 32000, Israel
| | - Oren Cohen
- Physics Department and Solid State Institute, Technion, Haifa 32000, Israel
| | - Mordechai Segev
- Physics Department and Solid State Institute, Technion, Haifa 32000, Israel
| |
Collapse
|
189
|
Computational Analysis and Binding Site Identification of Type III Secretion System ATPase from Pseudomonas aeruginosa. Interdiscip Sci 2015; 8:403-411. [DOI: 10.1007/s12539-015-0121-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2015] [Revised: 06/10/2015] [Accepted: 07/16/2015] [Indexed: 01/18/2023]
|
190
|
Jain CK, Gupta M, Prasad Y, Wadhwa G, Sharma SK. Homology modelling and molecular dynamics simulations of a protein serine/threonine phosphatase stp1 in Staphylococcus aureusN315: a potential drug target. MOLECULAR SIMULATION 2015. [DOI: 10.1080/08927022.2014.902535] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
|
191
|
Koukos PI, Glykos NM. Folding Molecular Dynamics Simulations Accurately Predict the Effect of Mutations on the Stability and Structure of a Vammin-Derived Peptide. J Phys Chem B 2014; 118:10076-84. [DOI: 10.1021/jp5046113] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Panagiotis I. Koukos
- Department of Molecular Biology
and Genetics, Democritus University of Thrace, University campus, 68100 Alexandroupolis, Greece
| | - Nicholas M. Glykos
- Department of Molecular Biology
and Genetics, Democritus University of Thrace, University campus, 68100 Alexandroupolis, Greece
| |
Collapse
|
192
|
Solis AD. Deriving high-resolution protein backbone structure propensities from all crystal data using the information maximization device. PLoS One 2014; 9:e94334. [PMID: 24896099 PMCID: PMC4045576 DOI: 10.1371/journal.pone.0094334] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2014] [Accepted: 03/12/2014] [Indexed: 11/28/2022] Open
Abstract
The most informative probability distribution functions (PDFs) describing the Ramachandran phi-psi dihedral angle pair, a fundamental descriptor of backbone conformation of protein molecules, are derived from high-resolution X-ray crystal structures using an information-theoretic approach. The Information Maximization Device (IMD) is established, based on fundamental information-theoretic concepts, and then applied specifically to derive highly resolved phi-psi maps for all 20 single amino acid and all 8000 triplet sequences at an optimal resolution determined by the volume of current data. The paper shows that utilizing the latent information contained in all viable high-resolution crystal structures found in the Protein Data Bank (PDB), totaling more than 77,000 chains, permits the derivation of a large number of optimized sequence-dependent PDFs. This work demonstrates the effectiveness of the IMD and the superiority of the resulting PDFs by extensive fold recognition experiments and rigorous comparisons with previously published triplet PDFs. Because it automatically optimizes PDFs, IMD results in improved performance of knowledge-based potentials, which rely on such PDFs. Furthermore, it provides an easy computational recipe for empirically deriving other kinds of sequence-dependent structural PDFs with greater detail and precision. The high-resolution phi-psi maps derived in this work are available for download.
Collapse
Affiliation(s)
- Armando D. Solis
- Biological Sciences Department, New York City College of Technology, The City University of New York, Brooklyn, New York, United States of America
- * E-mail:
| |
Collapse
|
193
|
Carrascoza F, Zaric S, Silaghi-Dumitrescu R. Computational study of protein secondary structure elements: Ramachandran plots revisited. J Mol Graph Model 2014; 50:125-33. [DOI: 10.1016/j.jmgm.2014.04.001] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2013] [Revised: 04/01/2014] [Accepted: 04/02/2014] [Indexed: 11/28/2022]
|
194
|
Kalmankar NV, Ramakrishnan C, Balaram P. Sparsely populated residue conformations in protein structures: revisiting "experimental" Ramachandran maps. Proteins 2013; 82:1101-12. [PMID: 23934782 DOI: 10.1002/prot.24384] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2013] [Revised: 07/20/2013] [Accepted: 07/25/2013] [Indexed: 11/09/2022]
Abstract
The Ramachandran map clearly delineates the regions of accessible conformational (φ-ψ) space for amino acid residues in proteins. Experimental distributions of φ, ψ values in high-resolution protein structures, reveal sparsely populated zones within fully allowed regions and distinct clusters in apparently disallowed regions. Conformational space has been divided into 14 distinct bins. Residues adopting these relatively rare conformations are presented and amino acid propensities for these regions are estimated. Inspection of specific examples in a completely "arid", fully allowed region in the top left quadrant establishes that side-chain and backbone interactions may provide the energetic compensation necessary for populating this region of φ-ψ space. Asn, Asp, and His residues showed the highest propensities in this region. The two distinct clusters in the bottom right quadrant which are formally disallowed on strict steric considerations correspond to the gamma turn (C7 axial) conformation (Bin 12) and the i + 1 position of Type II' β turns (Bin 13). Of the 516 non-Gly residues in Bin 13, 384 occupied the i + 1 position of Type II' β turns. Further examination of these turn segments revealed a high propensity to occur at the N-terminus of helices and as a tight turn in β hairpins. The β strand-helix motif with the Type II' β turn as a connecting element was also found in as many as 57 examples.
Collapse
Affiliation(s)
- Neha V Kalmankar
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore, 560012, India; National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bangalore, 560065, India
| | | | | |
Collapse
|
195
|
Eskandari V, Yakhchali B, Sadeghi M, Karkhane AA. In silicodesign and construction of metal-binding hybrid proteins for specific removal of cadmium based on CS3 pili display on the surface ofEscherichia coli. Biotechnol Appl Biochem 2013; 60:564-72. [DOI: 10.1002/bab.1132] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2013] [Accepted: 06/04/2013] [Indexed: 11/07/2022]
Affiliation(s)
- Vajiheh Eskandari
- National Institute of Genetic Engineering and Biotechnology (NIGEB); Tehran Iran
- Department of Biology, Faculty of Science; Zanjan University; Zanjan Iran
| | - Bagher Yakhchali
- National Institute of Genetic Engineering and Biotechnology (NIGEB); Tehran Iran
| | - Mehdi Sadeghi
- National Institute of Genetic Engineering and Biotechnology (NIGEB); Tehran Iran
| | - Ali Asghar Karkhane
- National Institute of Genetic Engineering and Biotechnology (NIGEB); Tehran Iran
| |
Collapse
|
196
|
Zacharias J, Knapp EW. Geometry motivated alternative view on local protein backbone structures. Protein Sci 2013; 22:1669-74. [PMID: 24002904 DOI: 10.1002/pro.2364] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2013] [Revised: 08/28/2013] [Accepted: 08/29/2013] [Indexed: 11/06/2022]
Abstract
We present an alternative to the classical Ramachandran plot (R-plot) to display local protein backbone structure. Instead of the (φ, ψ)-backbone angles relating to the chemical architecture of polypeptides generic helical parameters are used. These are the rotation or twist angle ϑ and the helical rise parameter d. Plots with these parameters provide a different view on the nature of local protein backbone structures. It allows to display the local structures in polar (d, ϑ)-coordinates, which is not possible for an R-plot, where structural regimes connected by periodicity appear disconnected. But there are other advantages, like a clear discrimination of the handedness of a local structure, a larger spread of the different local structure domains--the latter can yield a better separation of different local secondary structure motives--and many more. Compared to the R-plot we are not aware of any major disadvantage to classify local polypeptide structures with the (d, ϑ)-plot, except that it requires some elementary computations. To facilitate usage of the new (d, ϑ)-plot for protein structures we provide a web application (http://agknapp.chemie.fu-berlin.de/secsass), which shows the (d, ϑ)-plot side-by-side with the R-plot.
Collapse
Affiliation(s)
- Jan Zacharias
- Institute of Chemistry and Biochemistry, Freie Universität Berlin, D-14195, Berlin, Germany
| | | |
Collapse
|
197
|
Koerber JT, Thomsen ND, Hannigan BT, Degrado WF, Wells JA. Nature-inspired design of motif-specific antibody scaffolds. Nat Biotechnol 2013; 31:916-21. [PMID: 23955275 PMCID: PMC3795957 DOI: 10.1038/nbt.2672] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2013] [Accepted: 07/17/2013] [Indexed: 12/26/2022]
Abstract
Aberrant changes in post-translational modifications (PTMs) such as phosphorylation underlie a majority of human diseases. However, detection and quantification of PTMs for diagnostic or biomarker applications often requires monoclonal PTM-specific antibodies, which are challenging to generate using traditional antibody-generation platforms. Here we outline a general strategy for producing synthetic PTM-specific antibodies by engineering a motif-specific ‘hot spot’ into an antibody scaffold. Inspired by a natural phosphate-binding motif, we designed antibody scaffolds with hot spots specific for phosphoserine, phosphothreonine, or phosphotyrosine. Crystal structures of the phospho-specific antibodies revealed two distinct modes of phosphoresidue recognition. Our data suggest that each hot spot functions independently of the surrounding scaffold, as phage display antibody libraries using these scaffolds yielded >50 phospho- and target-specific antibodies against 70% of target peptides. Ultimately, our motif-specific scaffold strategy may provide a general solution for the rapid, robust development of monoclonal anti-PTM antibodies for signaling, diagnostic and therapeutic applications.
Collapse
Affiliation(s)
- James T Koerber
- Department of Pharmaceutical Chemistry, University of California, San Francisco, California, USA
| | | | | | | | | |
Collapse
|
198
|
Skariyachan S, Jayaprakash N, Bharadwaj N, Narayanappa R. Exploring insights for virulent gene inhibition of multidrug resistantSalmonella typhi,Vibrio cholerae, andStaphylococcus areusby potential phytoligands viain silicoscreening. J Biomol Struct Dyn 2013; 32:1379-95. [DOI: 10.1080/07391102.2013.819787] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
|
199
|
Madrona Y, Hollingsworth SA, Khan B, Poulos TL. P450cin active site water: implications for substrate binding and solvent accessibility. Biochemistry 2013; 52:5039-50. [PMID: 23829586 DOI: 10.1021/bi4006946] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
In P450cin, Tyr81, Asp241, Asn242, two water molecules, and the substrate participate in a complex H-bonded network. The role of this H-bonded network in substrate binding and catalysis has been probed by crystallography, spectroscopy, kinetics, isothermal titration calorimetry (ITC), and molecular dynamics. For the Y81F mutant, the substrate binds about 20-fold more weakly and Vmax decreases by about 30% in comparison to WT. The enhanced susceptibility of the heme to H₂O₂-mediated destruction in Y81F suggests that this mutant favors the open, low-spin conformational state. Asn242 H-bonds directly with the substrate, and replacing this residue with Ala results in water taking the place of the missing Asn side chain. This mutant exhibits a 70% decrease in activity. Crystal structures and molecular dynamics simulations of substrate-bound complexes show that the solvent has more ready access to the active site, especially for the N242A mutant. This accounts for about a 64% uncoupling of electron transfer from substrate hydroxylation. These data indicate the importance of the interconnected water network on substrate binding and on the open/closed conformational equilibrium, which are both critically important for maintaining high-coupling efficiency.
Collapse
Affiliation(s)
- Yarrow Madrona
- Department of Molecular Biology and Biochemistry, University of California, Irvine, California 92697-3900, United States
| | | | | | | |
Collapse
|
200
|
Carugo O, Djinović-Carugo K. Half a century of Ramachandran plots. ACTA CRYSTALLOGRAPHICA SECTION D: BIOLOGICAL CRYSTALLOGRAPHY 2013; 69:1333-41. [DOI: 10.1107/s090744491301158x] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2013] [Accepted: 04/27/2013] [Indexed: 11/11/2022]
|