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1.
J Phys Chem B ; 122(21): 5409-5417, 2018 05 31.
Article in English | MEDLINE | ID: mdl-29376347

ABSTRACT

Predicting protein motions is important for bridging the gap between protein structure and function. With growing numbers of structures of the same or closely related proteins becoming available, it is now possible to understand more about the intrinsic dynamics of a protein with principal component analysis (PCA) of the motions apparent within ensembles of experimental structures. In this paper, we compare the motions extracted from experimental ensembles of 50 different proteins with the modes of motion predicted by several types of coarse-grained elastic network models (ENMs) which additionally take into account more details of either the protein geometry or the amino acid specificity. We further compare the structural variations in the experimental ensembles with the motions sampled in molecular dynamics (MD) simulations for a smaller subset of 17 proteins with available trajectories. We find that the correlations between the motions extracted from MD trajectories and experimental structure ensembles are slightly different than those for the ENMs, possibly reflecting potential sampling biases. We find that there are small gains in the predictive power of the ENMs in reproducing motions present in either experimental or MD ensembles by accounting for the protein geometry rather than the amino acid specificity of the interactions.


Subject(s)
Models, Molecular , Proteins/chemistry , Databases, Protein , HLA-DR alpha-Chains/chemistry , HLA-DR alpha-Chains/metabolism , Molecular Dynamics Simulation , Muramidase/chemistry , Muramidase/metabolism , Principal Component Analysis , Protein Conformation , Proteins/metabolism
2.
J Biomol Struct Dyn ; 32(6): 876-89, 2014.
Article in English | MEDLINE | ID: mdl-24404767

ABSTRACT

Infective endocarditis (IE) has emerged as a public health problem due to changes in the etiologic spectrum and due to involvement of resistant bacterial strains with increased virulence. Developing potent vaccine is an important strategy to tackle IE. Complete genome sequences of eight selected pathogens of IE paved the way to design common T-cell driven subunit vaccines. Comparative genomics and subtractive genomic analysis were applied to identify adinosine tri phosphate (ATP)-binding cassette (ABC) transporter ATP-binding protein from Streptococcus mitis (reference organism) as common vaccine target. Reverse vaccinology technique was implemented using computational tools such as ProPred, SYFPEITHI, and Immune epitope database. Twenty-one T-cell epitopes were predicted from ABC transporter ATP-binding protein. Multiple sequence alignment of ABC transporter ATP-binding protein from eight selected IE pathogens was performed to identify six conserved T-cell epitopes. The six selected T-cell epitopes were further evaluated at structure level for HLA-DRB binding through homology modeling and molecular docking analysis using Maestro v9.2. The proposed six T-cell epitopes showed better binding affinity with the selected HLA-DRB alleles. Subsequently, the docking complexes of T-cell epitope and HLA-DRBs were ranked based on XP Gscore. The T-cell epitope (208-LNYITPDVV-216)-HLA-DRB1(∗)0101 (1T5 W) complex having the best XP Gscore (-13.25 kcal/mol) was assessed for conformational stability and interaction stability through molecular dynamic simulation for 10 ns using Desmond v3.2. The simulation results revealed that the HLA-DRB-epitope complex was stable throughout the simulation time. Thus, the epitope would be ideal candidate for T-cell driven subunit vaccine design against infective endocarditis.


Subject(s)
ATP-Binding Cassette Transporters/genetics , Bacterial Proteins/genetics , Bacterial Vaccines/genetics , Endocarditis/prevention & control , Epitopes, T-Lymphocyte/genetics , Genome, Bacterial/immunology , Streptococcal Infections/prevention & control , ATP-Binding Cassette Transporters/chemistry , ATP-Binding Cassette Transporters/immunology , Amino Acid Sequence , Bacterial Proteins/chemistry , Bacterial Proteins/immunology , Bacterial Vaccines/immunology , Endocarditis/immunology , Endocarditis/microbiology , Epitope Mapping , Epitopes, T-Lymphocyte/immunology , Genes, MHC Class II/immunology , HLA-DR alpha-Chains/chemistry , HLA-DR alpha-Chains/genetics , HLA-DR alpha-Chains/immunology , Humans , Molecular Docking Simulation , Molecular Dynamics Simulation , Molecular Sequence Data , Streptococcal Infections/immunology , Streptococcal Infections/microbiology , Streptococcus mitis/genetics , Streptococcus mitis/immunology , Vaccines, Subunit/genetics , Vaccines, Subunit/immunology
3.
Transfusion ; 54(6): 1478-85, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24308361

ABSTRACT

BACKGROUND: Studies show that 1 in 1200 neonates have a low platelet (PLT) count due to alloimmunization against human PLT antigen (HPA)-1a (ß3 -L33). This mainly occurs in HPA-1a-negative mothers who are positive for the human leukocyte antigen (HLA)-DRB3*01:01 allele, but only about one-third of cases will mount an effective alloimmune response. The development of specific treatment modalities requires that the mechanisms driving the maternal alloimmune response against the fetal PLTs be further explored. An antibody reagent that has a different binding affinity to HLA-DRA/DRB3*01:01 with and without the ß3 -L33 peptide would be a valuable reagent to study peptide presentation on maternal antigen-presenting cells. STUDY DESIGN AND METHODS: To identify such antibodies, HLA-DRA/DRB3*01:01 was recombinantly expressed in Drosophila S2 cells. To delineate the epitope of interesting antibodies, seven mutant HLA-DRA/DRB3*01:01 molecules were generated by site-directed mutagenesis introducing naturally occurring amino acid changes encoded by DRB3*02 and DRB3*03 alleles. RESULTS: The murine monoclonal antibody (MoAb) DA2 showed robust binding by enzyme-linked immunosorbent assay to recombinant HLA-DRA/DRB3*01:01, but binding was reduced in the presence of ß3 -L33 peptide. The binding affinity of DA2 to the mutant HLA-DRA/DRB3*0101 in which serine at Position 60 of the ß1-chain was replaced by tyrosine was greatly enhanced. Interestingly the binding of DA2 to the mutant was not reduced by the presence of ß3 -L33 peptide. CONCLUSION: The results of this study generate a molecular model of the interaction of the HLA-DRA/DRB3*01:01 molecule with MoAb DA2. This will inform functional studies with the recombinant Class II molecules.


Subject(s)
Antibodies, Monoclonal/metabolism , HLA Antigens/metabolism , HLA-DR alpha-Chains/metabolism , HLA-DRB3 Chains/metabolism , Antigens, Human Platelet/metabolism , Binding Sites , Enzyme-Linked Immunosorbent Assay , HLA-DR alpha-Chains/chemistry , HLA-DRB3 Chains/chemistry , Humans , Integrin beta3 , Protein Binding , Protein Structure, Secondary
4.
J Biol Chem ; 289(2): 639-53, 2014 Jan 10.
Article in English | MEDLINE | ID: mdl-24214983

ABSTRACT

HLA class II α and ß chains form receptors for antigen presentation to CD4(+) T cells. Numerous pairings of class II α and ß subunits from the wide range of haplotypes and isotypes may form, but most of these combinations, in particular those produced by isotype mixing, yielded mismatched dimers. It is unclear how selection of functional receptors is achieved. At the atomic level, it is not known which interactions of class II residues regulate selection of matched αß heterodimers and the evolutionary origin of matched isotype mixed dimer formation. In this study we investigated assembly of isotype-mixed HLA class II α and ß heterodimers. Assembly and carbohydrate maturation of various HLA-class II isotype-mixed α and ß subunits was dependent on the groove binding section of the invariant chain (Ii). By mutation of polymorphic DPß sequences, we identified two motifs, Lys-69 and GGPM-(84-87), that are engaged in Ii-dependent assembly of DPß with DRα. We identified five members of a family of DPß chains containing Lys-69 and GGPM 84-87, which assemble with DRα. The Lys/GGPM motif is present in the DPß sequence of the Neanderthal genome, and this ancient sequence is related to the human allele DPB1*0401. By site-directed mutagenesis, we inspected Neanderthal amino acid residues that differ from the DPB1*0401 allele and aimed to determine whether matched heterodimers are formed by assembly of DPß mutants with DRα. Because the *0401 allele is rare in the sub-Saharan population but frequent in the European population, it may have arisen in modern humans by admixture with Neanderthals in Europe.


Subject(s)
Evolution, Molecular , HLA-DP Antigens/genetics , HLA-DR Antigens/genetics , Immunoblotting , Mutation , Amino Acid Sequence , Animals , Antigens, Differentiation, B-Lymphocyte/chemistry , Antigens, Differentiation, B-Lymphocyte/genetics , Antigens, Differentiation, B-Lymphocyte/metabolism , Binding Sites/genetics , COS Cells , Cell Line , Chlorocebus aethiops , HLA-DP Antigens/chemistry , HLA-DP Antigens/metabolism , HLA-DP alpha-Chains/chemistry , HLA-DP alpha-Chains/genetics , HLA-DP alpha-Chains/metabolism , HLA-DP beta-Chains/chemistry , HLA-DP beta-Chains/genetics , HLA-DP beta-Chains/metabolism , HLA-DR Antigens/chemistry , HLA-DR Antigens/metabolism , HLA-DR alpha-Chains/chemistry , HLA-DR alpha-Chains/genetics , HLA-DR alpha-Chains/metabolism , HLA-DR beta-Chains/chemistry , HLA-DR beta-Chains/genetics , HLA-DR beta-Chains/metabolism , Histocompatibility Antigens Class II/chemistry , Histocompatibility Antigens Class II/genetics , Histocompatibility Antigens Class II/metabolism , Humans , Models, Molecular , Neanderthals , Protein Binding , Protein Multimerization , Protein Structure, Tertiary
5.
Nucleic Acids Res ; 41(6): 3772-86, 2013 Apr 01.
Article in English | MEDLINE | ID: mdl-23393186

ABSTRACT

Major histocompatibility complex class II (MHCII) molecules are heterodimeric surface proteins involved in the presentation of exogenous antigens during the adaptive immune response. We demonstrate the existence of a fine level of regulation, coupling the transcription and processing of mRNAs encoding α and ß chains of MHCII molecules, mediated through binding of their Untraslated Regions (UTRs) to the same ribonucleoproteic complex (RNP). We propose a dynamic model, in the context of the 'MHCII RNA operon' in which the increasing levels of DRA and DRB mRNAs are docked by the RNP acting as a bridge between 5'- and 3'-UTR of the same messenger, building a loop structure and, at the same time, joining the two chains, thanks to shared common predicted secondary structure motifs. According to cell needs, as during immune surveillance, this RNP machinery guarantees a balanced synthesis of DRA and DRB mRNAs and a consequent balanced surface expression of the heterodimer.


Subject(s)
Gene Expression Regulation , HLA-DR alpha-Chains/genetics , HLA-DR beta-Chains/chemistry , 5' Untranslated Regions , Adaptor Proteins, Signal Transducing/antagonists & inhibitors , Cell Line, Tumor , DNA, Complementary/metabolism , HLA-DR Antigens/analysis , HLA-DR alpha-Chains/chemistry , HLA-DR alpha-Chains/metabolism , HLA-DR beta-Chains/genetics , HLA-DR beta-Chains/metabolism , Humans , Models, Genetic , Nuclear Factor 90 Proteins/antagonists & inhibitors , Nucleotide Motifs , Protein Multimerization , RNA Processing, Post-Transcriptional , RNA, Messenger/metabolism , RNA-Binding Proteins/antagonists & inhibitors , Ribonucleoproteins/metabolism , Transcription, Genetic
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