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1.
J Chem Inf Model ; 63(8): 2469-2482, 2023 04 24.
Article in English | MEDLINE | ID: mdl-37023323

ABSTRACT

Janus kinases (JAK), a group of proteins in the nonreceptor tyrosine kinase (NRTKs) family, play a crucial role in growth, survival, and angiogenesis. They are activated by cytokines through the Janus kinase-signal transducer and activator of a transcription (JAK-STAT) signaling pathway. JAK-STAT signaling pathways have significant roles in the regulation of cell division, apoptosis, and immunity. Identification of the V617F mutation in the Janus homology 2 (JH2) domain of JAK2 leading to myeloproliferative disorders has stimulated great interest in the drug discovery community to develop JAK2-specific inhibitors. However, such inhibitors should be selective toward JAK2 over other JAKs and display an extended residence time. Recently, novel JAK2/STAT5 axis inhibitors (N-(1H-pyrazol-3-yl)pyrimidin-2-amino derivatives) have displayed extended residence times (hours or longer) on target and adequate selectivity excluding JAK3. To facilitate a deeper understanding of the kinase-inhibitor interactions and advance the development of such inhibitors, we utilize a multiscale Markovian milestoning with Voronoi tessellations (MMVT) approach within the Simulation-Enabled Estimation of Kinetic Rates v.2 (SEEKR2) program to rank order these inhibitors based on their kinetic properties and further explain the selectivity of JAK2 inhibitors over JAK3. Our approach investigates the kinetic and thermodynamic properties of JAK-inhibitor complexes in a user-friendly, fast, efficient, and accurate manner compared to other brute force and hybrid-enhanced sampling approaches.


Subject(s)
Antineoplastic Agents , Janus Kinase Inhibitors , Cytokines , Janus Kinase 2 , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/chemistry , Signal Transduction , STAT Transcription Factors/antagonists & inhibitors
2.
J Biomol Struct Dyn ; 40(17): 7915-7925, 2022 10.
Article in English | MEDLINE | ID: mdl-33779503

ABSTRACT

Intrinsically disordered regions (IDRs) in proteins are characterized by their flexibilities and low complexity regions, which lack unique 3 D structures in solution. IDRs play a significant role in signaling, regulation, and binding multiple partners, including DNA, RNA, and proteins. Although various experiments have shown the role of disordered regions in binding with RNA, a detailed computational analysis is required to understand their binding and recognition mechanism. In this work, we performed molecular dynamics simulations of 10 protein-RNA complexes to understand the binding governed by intrinsically disordered regions. The simulation results show that most of the disordered regions are important for RNA-binding and have a transition from disordered-to-ordered conformation upon binding, which often contribute significantly towards the binding affinity. Interestingly, most of the disordered residues are present at the interface or located as a linker between two regions having similar movements. The DOT regions are overlaped or flanked with experimentally reported functionally important residues in the recognition of protein-RNA complexes. This study provides additional insights for understanding the role and recognition mechanism of disordered regions in protein-RNA complexes.Communicated by Ramaswamy H. Sarma.


Subject(s)
Intrinsically Disordered Proteins , Molecular Dynamics Simulation , DNA , Intrinsically Disordered Proteins/chemistry , Protein Conformation , Protein Domains , Proteins , RNA
3.
Nucleic Acids Res ; 50(D1): D1528-D1534, 2022 01 07.
Article in English | MEDLINE | ID: mdl-34606614

ABSTRACT

Protein-nucleic acid interactions are involved in various biological processes such as gene expression, replication, transcription, translation and packaging. The binding affinities of protein-DNA and protein-RNA complexes are important for elucidating the mechanism of protein-nucleic acid recognition. Although experimental data on binding affinity are reported abundantly in the literature, no well-curated database is currently available for protein-nucleic acid binding affinity. We have developed a database, ProNAB, which contains more than 20 000 experimental data for the binding affinities of protein-DNA and protein-RNA complexes. Each entry provides comprehensive information on sequence and structural features of a protein, nucleic acid and its complex, experimental conditions, thermodynamic parameters such as dissociation constant (Kd), binding free energy (ΔG) and change in binding free energy upon mutation (ΔΔG), and literature information. ProNAB is cross-linked with GenBank, UniProt, PDB, ProThermDB, PROSITE, DisProt and Pubmed. It provides a user-friendly web interface with options for search, display, sorting, visualization, download and upload the data. ProNAB is freely available at https://web.iitm.ac.in/bioinfo2/pronab/ and it has potential applications such as understanding the factors influencing the affinity, development of prediction tools, binding affinity change upon mutation and design complexes with the desired affinity.


Subject(s)
Databases, Protein , Macromolecular Substances/classification , Nucleic Acids/genetics , Proteins/genetics , DNA-Binding Proteins/genetics , DNA-Binding Proteins/ultrastructure , Macromolecular Substances/chemistry , Macromolecular Substances/ultrastructure , Mutation/genetics , Nucleic Acids/ultrastructure , Protein Binding/genetics , Proteins/classification
4.
Sci Rep ; 11(1): 18126, 2021 09 13.
Article in English | MEDLINE | ID: mdl-34518554

ABSTRACT

COVID-19 has emerged as global pandemic with largest damage to the public health, economy and human psyche.The genome sequence data obtained during the ongoing pandemic are valuable to understand the virus evolutionary patterns and spread across the globe. Increased availability of genome information of circulating SARS-CoV-2 strains in India will enable the scientific community to understand the emergence of new variants and their impact on human health. The first case of COVID-19 was detected in Chambal region of Madhya Pradesh state in mid of March 2020 followed by multiple introduction events and expansion of cases within next three months. More than 5000 COVID-19 suspected samples referred to Defence Research and Development Establishment, Gwalior, Madhya Pradesh were analyzed during the nation -wide lockdown and unlock period. A total of 136 cases were found positive over a span of three months that included virus introduction to the region and its further spread. Whole genome sequences employing Oxford nanopore technology were generated for 26 SARS-CoV-2 circulating in 10 different districts in Madhya Pradesh state of India. This period witnessed index cases with multiple travel histories responsible for introduction of COVID-19 followed by remarkable expansion of virus. The genome wide substitutions including in important viral proteins were identified. The detailed phylogenetic analysis revealed the circulating SARS-CoV-2 clustered in multiple clades including A2a, A4 and B. The cluster-wise segregation was observed, suggesting multiple introduction links and subsequent evolution of virus in the region. This is the first comprehensive whole genome sequence analysis from central India, which revealed the emergence and evolution of SARS-CoV-2 during thenation-wide lockdown and unlock.


Subject(s)
COVID-19/diagnosis , Mutation, Missense , SARS-CoV-2/genetics , Spike Glycoprotein, Coronavirus/genetics , COVID-19/epidemiology , COVID-19/virology , Evolution, Molecular , Genome, Viral/genetics , India , Multiplex Polymerase Chain Reaction/methods , Pandemics/prevention & control , Phylogeny , SARS-CoV-2/classification , SARS-CoV-2/physiology , Whole Genome Sequencing/methods
5.
Sci Rep ; 11(1): 10220, 2021 05 13.
Article in English | MEDLINE | ID: mdl-33986382

ABSTRACT

The urgent need for a treatment of COVID-19 has left researchers with limited choice of either developing an effective vaccine or identifying approved/investigational drugs developed for other medical conditions for potential repurposing, thus bypassing long clinical trials. In this work, we compared the sequences of experimentally verified SARS-CoV-2 neutralizing antibodies and sequentially/structurally similar commercialized therapeutic monoclonal antibodies. We have identified three therapeutic antibodies, Tremelimumab, Ipilimumab and Afasevikumab. Interestingly, these antibodies target CTLA4 and IL17A, levels of which have been shown to be elevated during severe SARS-CoV-2 infection. The candidate antibodies were evaluated further for epitope restriction, interaction energy and interaction surface to gauge their repurposability to tackle SARS-CoV-2 infection. Our work provides candidate antibody scaffolds with dual activities of plausible viral neutralization and immunosuppression. Further, these candidate antibodies can also be explored in diagnostic test kits for SARS-CoV-2 infection. We opine that this in silico workflow to screen and analyze antibodies for repurposing would have widespread applications.


Subject(s)
Antibodies, Monoclonal/pharmacology , Antibodies, Neutralizing/pharmacology , COVID-19 Drug Treatment , Drug Repositioning , Antibodies, Monoclonal/immunology , Antibodies, Monoclonal, Humanized/immunology , Antibodies, Monoclonal, Humanized/pharmacology , Antibodies, Neutralizing/immunology , COVID-19/immunology , Drug Repositioning/methods , Epitopes/immunology , Humans , Ipilimumab/immunology , Ipilimumab/pharmacology , Molecular Docking Simulation , SARS-CoV-2/drug effects , SARS-CoV-2/immunology , Spike Glycoprotein, Coronavirus/immunology
6.
Genes (Basel) ; 12(3)2021 03 11.
Article in English | MEDLINE | ID: mdl-33799704

ABSTRACT

tRNA methyltransferase 5 (Trm5) enzyme is an S-adenosyl methionine (AdoMet)-dependent methyltransferase which methylates the G37 nucleotide at the N1 atom of the tRNA. The free form of Trm5 enzyme has three intrinsically disordered regions, which are highly flexible and lack stable three-dimensional structures. These regions gain ordered structures upon the complex formation with tRNA, also called disorder-to-order transition (DOT) regions. In this study, we performed molecular dynamics (MD) simulations of archaeal Trm5 in free and complex forms and observed that the DOT residues are highly flexible in free proteins and become stable in complex structures. The energetic contributions show that DOT residues are important for stabilising the complex. The DOT1 and DOT2 are mainly observed to be important for stabilising the complex, while DOT3 is present near the active site to coordinate the interactions between methyl-donating ligands and G37 nucleotides. In addition, mutational studies on the Trm5 complex showed that the wild type is more stable than the G37A tRNA mutant complex. The loss of productive interactions upon G37A mutation drives the AdoMet ligand away from the 37th nucleotide, and Arg145 in DOT3 plays a crucial role in stabilising the ligand, as well as the G37 nucleotide, in the wild-type complex. Further, the overall energetic contribution calculated using MMPBSA corroborates that the wild-type complex has a better affinity between Trm5 and tRNA. Overall, our study reveals that targeting DOT regions for binding could improve the inhibition of Trm5.


Subject(s)
Archaea/enzymology , Archaeal Proteins/chemistry , Molecular Dynamics Simulation , tRNA Methyltransferases/chemistry , Amino Acid Substitution , Archaea/genetics , Archaeal Proteins/genetics , Mutation, Missense , RNA, Transfer/chemistry , RNA, Transfer/genetics , tRNA Methyltransferases/genetics
7.
Proteins ; 89(9): 1158-1166, 2021 09.
Article in English | MEDLINE | ID: mdl-33893649

ABSTRACT

The 2019-novel coronavirus also known as severe acute respiratory syndrome-coronavirus 2 (SARS-CoV-2) is a common threat to animals and humans, and is responsible for the human SARS pandemic in 2019 to 2021. The infection of SARS-CoV-2 in humans involves a viral surface glycoprotein named as spike proteins, which bind to the human angiotensin-converting enzyme 2 (ACE2) proteins. Particularly, the receptor binding domains (RBDs) mediate the interaction and contain several disordered regions, which help in the binding. Investigations on the influence of disordered residues/regions in stability and binding of spike protein with ACE2 help to understand the disease pathogenesis, which has not yet been studied. In this study, we have used molecular-dynamics simulations to characterize the structural changes in disordered regions of the spike protein that result from ACE2 binding. We observed that the disordered regions undergo disorder-to-order transition (DOT) upon binding with ACE2, and the DOT residues are located at functionally important regions of RBD. Although the RBD is having rigid structure, DOT residues make conformational rearrangements for the spike protein to attach with ACE2. The binding is strengthened via hydrophilic and aromatic amino acids mainly present in the DOTs. The positively correlated motions of the DOT residues with its nearby residues also explain the binding profile of RBD with ACE2, and the residues are observed to be contributing more favorable binding energies for the spike-ACE2 complex formation. This study emphasizes that intrinsically disordered residues in the RBD of spike protein may provide insights into its etiology and be useful for drug and vaccine discovery.


Subject(s)
Angiotensin-Converting Enzyme 2/metabolism , COVID-19 Drug Treatment , COVID-19/metabolism , Intrinsically Disordered Proteins/chemistry , Intrinsically Disordered Proteins/metabolism , Spike Glycoprotein, Coronavirus/chemistry , Spike Glycoprotein, Coronavirus/metabolism , Humans , Hydrogen Bonding , Molecular Dynamics Simulation , Pliability , Protein Binding , Static Electricity
8.
Infection ; 49(2): 199-213, 2021 Apr.
Article in English | MEDLINE | ID: mdl-32886331

ABSTRACT

PURPOSE: The coronavirus outbreak emerged as a severe pandemic, claiming more than 0.8 million lives across the world and raised a major global health concern. We survey the history and mechanism of coronaviruses, and the structural characteristics of the spike protein and its key residues responsible for human transmissions. METHODS: We have carried out a systematic review to summarize the origin, transmission and etiology of COVID-19. The structural analysis of the spike protein and its disordered residues explains the mechanism of the viral transmission. A meta-data analysis of the therapeutic compounds targeting the SARS-CoV-2 is also included. RESULTS: Coronaviruses can cross the species barrier and infect humans with unexpected consequences for public health. The transmission rate of SARS-CoV-2 infection is higher compared to that of the closely related SARS-CoV infections. In SARS-CoV-2 infection, intrinsically disordered regions are observed at the interface of the spike protein and ACE2 receptor, providing a shape complementarity to the complex. The key residues of the spike protein have stronger binding affinity with ACE2. These can be probable reasons for the higher transmission rate of SARS-CoV-2. In addition, we have also discussed the therapeutic compounds and the vaccines to target SARS-CoV-2, which can help researchers to develop effective drugs/vaccines for COVID-19. The overall history and mechanism of entry of SARS-CoV-2 along with structural study of spike-ACE2 complex provide insights to understand disease pathogenesis and development of vaccines and drugs.


Subject(s)
COVID-19/transmission , COVID-19/virology , SARS-CoV-2/physiology , Spike Glycoprotein, Coronavirus/metabolism , Amino Acid Sequence , Animals , COVID-19/epidemiology , Coronavirus Infections/drug therapy , Coronavirus Infections/epidemiology , Coronavirus Infections/transmission , Coronavirus Infections/virology , Humans , Protein Binding , Protein Folding , SARS-CoV-2/chemistry , SARS-CoV-2/metabolism , Spike Glycoprotein, Coronavirus/chemistry , Spike Glycoprotein, Coronavirus/genetics , Virus Internalization , COVID-19 Drug Treatment
9.
Indian J Med Res ; 154(4): 598-606, 2021 04.
Article in English | MEDLINE | ID: mdl-35435345

ABSTRACT

Background & objectives: Due to the absence of specific drugs or vaccines for Ebola virus disease, rapid, sensitive and reliable diagnostic methods are required to control the transmission chain of the disease and for better patient management. Isothermal amplification of nucleic acids has emerged as a promising alternative in which rapid and efficient amplification is achieved at a constant temperature without the thermal cycling required in PCR. Methods: A one-step single-tube accelerated quantitative reverse trascription loop-mediated isothermal amplification (RT-LAMP) assay was developed by targeting the NP gene of 2014 Zaire Ebola virus (ZEBOV). The RT-LAMP assay was found to be specific for ZEBOV, without having any cross-reactivity with related haemorrhagic fever viral agents. Results: The comparative evaluation of Ebola virus NP gene-specific RT-LAMP assay with reverse transcription (RT) - PCR and TaqMan real-time RT-PCR demonstrated that RT-LAMP was 10-1000 folds more sensitive than TaqMan real-time RT-PCR and conventional RT-PCR, respectively, with a detection limit of 1 copy number. In the absence of real-world clinical samples, the feasibility of Ebola virus RT-LAMP assay for clinical diagnosis was evaluated with different body fluids including serum, urine, saliva, semen and stool samples from healthy human volunteers spiked with gamma-irradiated ZEBOV 2014 obtained from Robert Koch Institute, Berlin, Germany, through the European Network for Diagnostics of Imported Viral Diseases. The Ebola virus RT-LAMP assay could correctly be picked up the spiked samples up to 1 copy of viral RNA without having any matrix interference. The monitoring of gene amplification can also be visualized with the naked eye by using SYBR Green I fluorescent dye. Interpretation & conclusions: Thus, due to easy operation without a requirement of sophisticated equipment and skilled personnel, the RT-LAMP assay reported here is a valuable tool as a point-of-care diagnosis for the rapid and real-time detection of Ebola virus in resource-limited healthcare settings of developing countries.


Subject(s)
Ebolavirus , Hemorrhagic Fever, Ebola , Ebolavirus/genetics , Gene Amplification , Hemorrhagic Fever, Ebola/diagnosis , Hemorrhagic Fever, Ebola/genetics , Humans , Molecular Diagnostic Techniques , Nucleic Acid Amplification Techniques/methods , Nucleoproteins/genetics , RNA, Viral/analysis , RNA, Viral/genetics , Reverse Transcription/genetics , Sensitivity and Specificity
10.
Int J Biol Macromol ; 150: 705-713, 2020 May 01.
Article in English | MEDLINE | ID: mdl-32057853

ABSTRACT

Aminoacyl tRNA synthetase (AARS) plays an important role in transferring each amino acid to its cognate tRNA. Specifically, tyrosyl tRNA synthetase (TyrRS) is involved in various functions including protection from DNA damage due to oxidative stress, protein synthesis and cell signaling and can be an attractive target for controlling the pathogens by early inhibition of translation. TyrRS has two disordered regions, which lack a stable 3D structure in solution, and are involved in tRNA synthetase catalysis and stability. One of the disordered regions undergoes disorder-to-order transition (DOT) upon complex formation with tRNA whereas the other remains disordered (DR). In this work, we have explored the importance of these disordered regions using molecular dynamics simulations of both free and RNA-complexed states. We observed that the DOT and DR regions of the first subunit acts as a flap and interact with the acceptor arm of the tRNA. The DOT-DR flap closes when tyrosine (TyrRSTyr) is present at the active site of the complex and opens in the presence of tyrosine monophosphate (TyrRSYMP). The DOT and DR regions of the second subunit interact with the anticodon stem as well as D-loop of the tRNA, which might be involved in stabilizing the complex. The anticodon loop of the tRNA binds to the structured region present in the C-terminal of the protein, which is observed to be flexible during simulations. Detailed energy calculations also show that TyrRSTyr complex has stronger binding energy between tRNA and protein compared to TyrRSYMP; on the contrary, the anticodon is strongly bound in TyrRSYMP. The results obtained in the present study provide additional insights for understanding catalysis and the involvement of disordered regions in Tyr transfer to cognate tRNA.


Subject(s)
Archaeal Proteins/chemistry , Methanocaldococcus/chemistry , RNA, Archaeal/chemistry , RNA, Transfer, Tyr/chemistry , Tyrosine-tRNA Ligase/chemistry , Tyrosine/chemistry , Archaeal Proteins/metabolism , Methanocaldococcus/metabolism , RNA, Archaeal/metabolism , RNA, Transfer, Tyr/metabolism , Tyrosine/metabolism , Tyrosine-tRNA Ligase/metabolism
11.
F1000Res ; 82019.
Article in English | MEDLINE | ID: mdl-31508204

ABSTRACT

Regional Student Groups (RSGs) of the International Society for Computational Biology Student Council (ISCB-SC) have been instrumental to connect computational biologists globally and to create more awareness about bioinformatics education. This article highlights the initiatives carried out by the RSGs both nationally and internationally to strengthen the present and future of the bioinformatics community. Moreover, we discuss the future directions the organization will take and the challenges to advance further in the ISCB-SC main mission: "Nurture the new generation of computational biologists".


Subject(s)
Computational Biology , Students , Humans , Interprofessional Relations
12.
IEEE/ACM Trans Comput Biol Bioinform ; 15(5): 1436-1444, 2018.
Article in English | MEDLINE | ID: mdl-29993582

ABSTRACT

Protein-RNA complexes play important roles in various biological processes. The functions of protein-RNA complexes are dictated by their interactions, binding, stability, and affinity. In this work, we have identified the key residues (KRs), which are involved in both stability and binding. We found that 42 percent of considered proteins share common binding and stabilizing residues, whereas these residues are distinct in 58 percent of the proteins. Overall, 5 percent of stabilizing and 3 percent of binding residues serve as key residues. These residues are enriched with the combination of polar, charged, aliphatic, and aromatic residues. Analysis on subclasses of protein-RNA complexes based on protein structural class, function and RNA type showed that regulatory proteins, and complexes with single stranded RNA and rRNA have appreciable number of key residues. Specifically, Arg, Tyr, and Thr are preferred in most of the subclasses of protein-RNA complexes. In addition, residues with similar chemical behavior have different preferences to be KRs, such that Arg, Tyr, Val, and Thr are preferred over Lys, Trp, Ile, and Ser, respectively. Atomic level contacts revealed that charged and polar-nonpolar contacts are dominant in enzymes, polar in structural, and nonpolar in regulatory proteins. On the other hand, polar-nonpolar contacts are enriched in all these classes of protein-RNA complexes. Further, the influence of sequence and structural features such as conservation score, surrounding hydrophobicity, solvent accessibility, secondary structure, and long-range order in key residues are also discussed. We envisage that the present study provides insights to understand the structural and functional aspects of protein-RNA complexes.


Subject(s)
Binding Sites/genetics , Computational Biology/methods , Proteins/chemistry , RNA/chemistry , Sequence Analysis, Protein/methods , Amino Acid Sequence , Amino Acids/chemistry , Amino Acids/metabolism , Databases, Protein , Models, Molecular , Protein Folding , Protein Stability , Proteins/genetics , Proteins/metabolism , RNA/genetics , RNA/metabolism
13.
Int J Mol Sci ; 19(6)2018 May 29.
Article in English | MEDLINE | ID: mdl-29843482

ABSTRACT

Intrinsically disordered regions (IDRs) and protein (IDPs) are highly flexible owing to their lack of well-defined structures. A subset of such proteins interacts with various substrates; including RNA; frequently adopting regular structures in the final complex. In this work; we have analysed a dataset of protein⁻RNA complexes undergoing disorder-to-order transition (DOT) upon binding. We found that DOT regions are generally small in size (less than 3 residues) for RNA binding proteins. Like structured proteins; positively charged residues are found to interact with RNA molecules; indicating the dominance of electrostatic and cation-π interactions. However, a comparison of binding frequency shows that interface hydrophobic and aromatic residues have more interactions in only DOT regions than in a protein. Further; DOT regions have significantly higher exposure to water than their structured counterparts. Interactions of DOT regions with RNA increase the sheet formation with minor changes in helix forming residues. We have computed the interaction energy for amino acids⁻nucleotide pairs; which showed the preference of His⁻G; Asn⁻U and Ser⁻U at for the interface of DOT regions. This study provides insights to understand protein⁻RNA interactions and the results could also be used for developing a tool for identifying DOT regions in RNA binding proteins.


Subject(s)
Intrinsically Disordered Proteins , Models, Chemical , RNA-Binding Proteins , RNA , Intrinsically Disordered Proteins/chemistry , Intrinsically Disordered Proteins/genetics , Protein Domains , RNA/blood , RNA/genetics , RNA-Binding Proteins/chemistry , RNA-Binding Proteins/genetics
14.
J Mol Recognit ; 31(4)2018 04.
Article in English | MEDLINE | ID: mdl-29230895

ABSTRACT

Protein-DNA interactions are involved in various fundamental biological processes such as replication, transcription, DNA repair, and gene regulation. To understand the interaction in protein-DNA complexes, the integrative study of binding and stabilizing residues is important. In the present study, we have identified key residues that play a dual role in both binding and stability from a nonredundant dataset of 319 protein-DNA complexes. We observed that key residues are identified in very less number of complexes (29%) and only about 4% of stabilizing/binding residues are identified as key residues. Specifically, stabilizing residues have higher preference to be key residues than binding residues. These key residues include polar, nonpolar, aliphatic, aromatic, and charged amino acids. Moreover, we have analyzed and discussed the key residues in different protein-DNA complexes, which are classified based on protein structural class, function, DNA strand, and their conformations. Especially, Ser, Thr, Tyr, Arg, and Lys residues are commonly found in most of the subclasses of protein-DNA complexes. Further, we analyzed atomic contacts, which show that polar-nonpolar is more enriched than other types of contacts. In addition, the charged contacts are highly preferred in protein-DNA complexes compared with protein-protein and protein-RNA complexes. Finally, we have discussed the sequence and structural features of key residues such as conservation score, surrounding hydrophobicity, solvent accessibility, secondary structure, and long-range order. This study will be helpful to understand the recognition mechanism and structural and functional aspects of protein-DNA complexes.


Subject(s)
DNA/chemistry , DNA/metabolism , Proteins/chemistry , Proteins/metabolism , Binding Sites , Databases, Genetic , Humans , Hydrophobic and Hydrophilic Interactions , Models, Molecular , Nucleic Acid Conformation , Protein Binding , Protein Structure, Secondary
15.
J Theor Biol ; 402: 54-61, 2016 08 07.
Article in English | MEDLINE | ID: mdl-27155047

ABSTRACT

In prokaryotes, a heterogeneous set of protein translation initiation mechanisms such as Shine-Dalgarno (SD) sequence-dependent, SD sequence-independent or ribosomal protein S1 mediated and leaderless transcript-dependent exists. To estimate the distribution of coding sequences employing a particular translation initiation mechanism, a total of 107 prokaryotic genomes were analysed using in silico approaches. Analysis of 5'-untranslated regions (UTRs) of genes reveals the existence of three types of mRNAs described as transcripts with and without SD motif and leaderless transcripts. Our results indicate that although all the three types of translation initiation mechanisms are widespread among prokaryotes, the number of SD-dependent genes in bacteria is higher than that of archaea. In contrast, archaea contain a significantly higher number of leaderless genes than SD-led genes. The correlation analysis between genome size and SD-led & leaderless genes suggests that the SD-led genes are decreasing (increasing) with genome size in bacteria (archaea). However, the leaderless genes are increasing (decreasing) in bacteria (archaea) with genome size. Moreover, an analysis of the start-codon biasness confirms that among ATG, GTG and TTG codons, ATG is indeed the most preferred codon at the translation initiation site in most of the coding sequences. In leaderless genes, however, the codons GTG and TTG are also observed at the translation initiation site in some species contradicting earlier studies which suggested the usage of only ATG codon. Henceforth, the conventional mechanism of translation initiation cannot be generalized as an exclusive way of initiating the process of protein biosynthesis in prokaryotes.


Subject(s)
5' Untranslated Regions/genetics , Archaea/genetics , Bacteria/genetics , Computer Simulation , Peptide Chain Initiation, Translational/genetics , Base Composition/genetics , Base Sequence , Codon, Initiator/genetics , Genes, Archaeal , Genes, Bacterial , Genome Size , Prokaryotic Cells
16.
Euro Surveill ; 21(5): 6-11, 2016.
Article in English | MEDLINE | ID: mdl-26876980

ABSTRACT

To investigate the aetiology of the 2015 A(H1N1)pdm09 influenza outbreak in India, 1,083 nasopharyngeal swabs from suspect patients were screened for influenza A(H1N1)pdm09 in the state of Madhya Pradesh. Of 412 positive specimens, six were further characterised by phylogenetic analysis of haemagglutinin (HA) sequences revealing that they belonged to genogroup 6B. A new mutation (E164G) was observed in HA2 of two sequences. Neuraminidase genes in two of 12 isolates from fatal cases on prior oseltamivir treatment harboured the H275Y mutation.


Subject(s)
Disease Outbreaks , Hemagglutinin Glycoproteins, Influenza Virus/genetics , Influenza A Virus, H1N1 Subtype/genetics , Influenza A Virus, H1N1 Subtype/isolation & purification , Influenza, Human/diagnosis , Influenza, Human/virology , Adolescent , Adult , Aged , Aged, 80 and over , Antiviral Agents/therapeutic use , Child , Child, Preschool , Genotype , Humans , India/epidemiology , Infant , Infant, Newborn , Influenza, Human/epidemiology , Middle Aged , Molecular Sequence Data , Mutation , Nasopharynx/virology , Neuraminidase/genetics , Oseltamivir/therapeutic use , Phylogeny , Population Surveillance , Reverse Transcriptase Polymerase Chain Reaction , Sequence Analysis, DNA , Young Adult
17.
Bioinformation ; 12(3): 156-164, 2016.
Article in English | MEDLINE | ID: mdl-28149050

ABSTRACT

Lipoxygenase-1 (LOX-1) protein provides defense against pests and pathogens and its presence have been positively correlated with plant resistance against pathogens. Linoleate is a known substrate of lipoxygenase and it induces necrosis leading to the accumulation of isoflavonoid phytoalexins in plant leaves. Therefore, it is of interest to study the structural features of LOX-1 from Finger millet. However, the structure ofLOX-1 from Finger millet is not yet known. A homology model of LOX-1 from Finger millet is described. Domain architecture study suggested the presence of two domains namely PLAT (Phospho Lipid Acyl Transferase) and lipoxygenase. Molecular docking models of linoleate with lipoxygenase from finger millet, rice and sorghum are reported. The features of docked models showed that finger millet have higher pathogen resistance in comparison to other cereal crops. This data is useful for the molecular cloning of fulllength LOX-1 gene for validating its role in improving plant defense against pathogen infection and for various other biological processes.

18.
J Biomol Struct Dyn ; 34(7): 1470-85, 2016 Jul.
Article in English | MEDLINE | ID: mdl-26248730

ABSTRACT

About one-third of the existing proteins require metal ions as cofactors for their catalytic activities and structural complexities. While many of them bind only to a specific metal, others bind to multiple (different) metal ions. However, the exact mechanism of their metal preference has not been deduced to clarity. In this study, we used molecular dynamics (MD) simulations to investigate whether a cognate metal (bound to the structure) can be replaced with other similar metal ions. We have chosen seven different proteins (phospholipase A2, sucrose phosphatase, pyrazinamidase, cysteine dioxygenase (CDO), plastocyanin, monoclonal anti-CD4 antibody Q425, and synaptotagmin 1 C2B domain) bound to seven different divalent metal ions (Ca(2+), Mg(2+), Zn(2+), Fe(2+), Cu(2+), Ba(2+), and Sr(2+), respectively). In total, 49 MD simulations each of 50 ns were performed and each trajectory was analyzed independently. Results demonstrate that in some cases, cognate metal ions can be exchanged with similar metal ions. On the contrary, some proteins show binding affinity specifically to their cognate metal ions. Surprisingly, two proteins CDO and plastocyanin which are known to bind Fe(2+) and Cu(2+), respectively, do not exhibit binding affinity to any metal ion. Furthermore, the study reveals that in some cases, the active site topology remains rigid even without cognate metals, whereas, some require them for their active site stability. Thus, it will be interesting to experimentally verify the accuracy of these observations obtained computationally. Moreover, the study can help in designing novel active sites for proteins to sequester metal ions particularly of toxic nature.


Subject(s)
Ions/chemistry , Metalloproteins/chemistry , Metals/chemistry , Molecular Dynamics Simulation , Binding Sites , Catalytic Domain , Metals, Heavy/chemistry , Molecular Conformation , Molecular Docking Simulation , Protein Binding
19.
Gene ; 575(1): 118-26, 2016 Jan 01.
Article in English | MEDLINE | ID: mdl-26318479

ABSTRACT

The overall process of protein biosynthesis across all domains of life is similar; however, detailed insights reveal a range of differences in the proteins involved. For decades, the process of protein translation in archaea has been considered to be closer to eukaryotes than to bacteria. In archaea, however, several homologues of eukaryotic proteins involved in translation initiation have not yet been identified; one of them being the initiation factor eIF2B consisting of five subunits (α, ß, γ, δ and ε). Three open reading frames (PH0440, PH0702 and PH0208) in Pyrococcus horikoshii have been proposed to encode for the α-, ß- and δ-subunits of aIF2B, respectively. The crystal structure of PH0440 shows similarity toward the α-subunit of eIF2B. However, the capability of PH0702 and PH0208 to function as the ß- and δ-subunits of eIF2B, respectively, remains uncertain. In this study, we have taken up the task of annotating PH0702 and PH0208 using bioinformatics methods. The phylogenetic analysis of protein sequences belonging to IF2B-like family along with PH0702 and PH0208 revealed that PH0702 belonged to methylthioribose-1-phosphate isomerase (MTNA) group of proteins, whereas, PH0208 was found to be clustered in the group of ribose-1,5-bisphosphate isomerase (R15PI) proteins. A careful analysis of protein sequences and structures available for eIF2B, MTNA and R15PI confirms that PH0702 and PH0208 contain residues essential for the enzymatic activity of MTNA and R15PI, respectively. Additionally, the protein PH0208 comprises of the residues required for the dimer formation which is essential for the biological activity of R15PI. This prompted us to examine all eIF2B-like proteins from archaea and to annotate their function. The results reveal that majority of these proteins are homologues of the α-subunit of eIF2B, even though they lack the residues essential for their functional activity. A better understanding of the mechanism of GTP exchange during translation initiation in archaea is henceforth required.


Subject(s)
Aldose-Ketose Isomerases/genetics , Archaeal Proteins/genetics , Open Reading Frames , Pyrococcus horikoshii/genetics , Aldose-Ketose Isomerases/metabolism , Archaeal Proteins/metabolism , Pyrococcus horikoshii/enzymology
20.
Protein Pept Lett ; 19(5): 509-19, 2012 May.
Article in English | MEDLINE | ID: mdl-22486646

ABSTRACT

Dengue hemorrhagic fever and dengue shock syndrome are the severe manifestations of dengue infection. The quest for reliable dengue diagnostics and a dengue vaccine remained elusive for decades. Domain III of dengue virus envelope contains multiple conformation dependant neutralizing epitopes, thus making it an attractive diagnostic and vaccine candidate. In this report we show the expression of dengue virus type 3 envelope domain III protein (D3EDIII) and demonstrate its potential as a diagnostic and vaccine candidate. Accordingly, D3EDIII was expressed to high levels in Escherichia coli and purified by Ni-NTA affinity chromatography. The purified protein was used to develop an in-house plate ELISA and was further tested with a panel of 40 dengue infected serum samples previously characterized by commercially available serological tests. The in-house results were in excellent agreement with the commercial kits. D3EDIII was refolded by rapid dilution method and the refolded monomer protein was purified by Ion exchange chromatography. Further, the recombinant protein was biologically functional and found to inhibit dengue virus type 3 plaque formation on LLC-MK2 cells demonstrating its function of receptor interaction. Furthermore, D3EDIII in combination with Freund's complete adjuvant induced high antibody titers in BALB/c mice and these antibodies efficiently neutralized dengue 3 virus. Additionally, D3EDIII induced expression of Th1 cytokines that can inhibit the intracellular viral infections. Thus, our results demonstrate that D3EDIII protein has tremendous potential both in diagnosis of dengue infections and in vaccine development.


Subject(s)
Dengue Virus/chemistry , Dengue Virus/immunology , Recombinant Proteins/immunology , Recombinant Proteins/isolation & purification , Viral Envelope Proteins/immunology , Viral Envelope Proteins/isolation & purification , Animals , Antibodies, Neutralizing/blood , Antibodies, Viral/blood , Dengue Vaccines/biosynthesis , Dengue Vaccines/chemistry , Dengue Vaccines/immunology , Dengue Vaccines/isolation & purification , Enzyme-Linked Immunosorbent Assay , Escherichia coli/chemistry , Escherichia coli/genetics , Escherichia coli/metabolism , Immunoglobulin G/blood , Immunoglobulin M/blood , Mice , Mice, Inbred BALB C , Neutralization Tests , Protein Structure, Tertiary , Recombinant Proteins/biosynthesis , Recombinant Proteins/chemistry , Vaccines, Synthetic/biosynthesis , Vaccines, Synthetic/chemistry , Vaccines, Synthetic/immunology , Vaccines, Synthetic/isolation & purification , Viral Envelope Proteins/biosynthesis , Viral Envelope Proteins/chemistry
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