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1.
Immunol Lett ; 246: 37-51, 2022 06.
Article in English | MEDLINE | ID: mdl-35577000

ABSTRACT

Single-cell multi-omics is a rapidly evolving field, thanks to a fast technological improvement and the growing accuracy of dedicated computational tools for data analysis. Its importance is highlighted by the possibility to distinguish apparently identical cells based on their pattern of gene expression. In this review, the mostly used methodological pipelines for single-cell analysis, as well as the advantages and potential limitations of several analytical steps, are presented and discussed, with specific sections focusing on crucial parts of this procedure, their bioinformatic tools, as well as their advantages and potential drawbacks. The current bioinformatic approaches for T-cell receptor (TCR) reconstruction are also introduced, as well as a comparison of single-cell sequencing technologies. Critical points that may introduce analytical biases and potential inaccuracies in data interpretation are also highlighted.


Subject(s)
Computational Biology , Single-Cell Analysis , Computational Biology/methods , Receptors, Antigen, T-Cell/genetics , Sequence Analysis, RNA/methods , Single-Cell Analysis/methods , T-Lymphocytes
2.
Biochem Biophys Res Commun ; 490(3): 1033-1038, 2017 08 26.
Article in English | MEDLINE | ID: mdl-28666874

ABSTRACT

The absence of a specific treatment against DENV has led to intensive research into developing strategies for curing the infection. One lectin with high antiviral activity is scytovirin, which was isolated from the cyanobacterium Scytonema varium and has proven activity against HIV and Zaire Ebola Virus. To achieve the results presented here, we tested the affinity of full-length scytovirin, SD1 and SD2 separately, and six SD1 mutants for DENV glycoprotein E carbohydrate by Molecular Dynamics (MD) simulations and binding free energy calculations. It was possible to identify the key residues for protein-ligand interaction such as Glu10, Ala11, Pro17, Ans18, Arg30, Thr41, Ser42 and Arg43, which also has importance action against HIV. All binding free energy calculations showed negative values to ΔGbind of protein-DENV carbohydrate complexation. Additionally, these results are similar to the values of scytovirin and HIV gp120 carbohydrate complexation (-32.20 kcal/mol). Furthermore, we found that SD1 individually has more affinity to the carbohydrate and the Asn9, Glu10, Asn18, Arg30 and Arg43 demonstrated an important role in this matter. We also found that mutant G48R has better affinity (-34.10 kcal/mol) for the DENV carbohydrate than the wild type protein (-27.15 kcal/mol).


Subject(s)
Antiviral Agents/pharmacology , Bacterial Proteins/pharmacology , Carrier Proteins/pharmacology , Cyanobacteria/chemistry , Dengue Virus/drug effects , Dengue/drug therapy , Lectins/pharmacology , Antiviral Agents/chemistry , Antiviral Agents/metabolism , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Carrier Proteins/chemistry , Carrier Proteins/genetics , Cyanobacteria/genetics , Dengue/virology , Dengue Virus/chemistry , Dengue Virus/metabolism , Glycoproteins/chemistry , Glycoproteins/metabolism , Humans , Lectins/chemistry , Lectins/genetics , Membrane Proteins , Molecular Dynamics Simulation , Point Mutation , Protein Binding , Thermodynamics , Viral Envelope Proteins/chemistry , Viral Envelope Proteins/metabolism
3.
Sci Rep ; 7: 40780, 2017 01 23.
Article in English | MEDLINE | ID: mdl-28112162

ABSTRACT

Zika virus (ZIKV) has been associated with microcephaly and other brain abnormalities; however, the molecular consequences of ZIKV to human brain development are still not fully understood. Here we describe alterations in human neurospheres derived from induced pluripotent stem (iPS) cells infected with the strain of Zika virus that is circulating in Brazil. Combining proteomics and mRNA transcriptional profiling, over 500 proteins and genes associated with the Brazilian ZIKV infection were found to be differentially expressed. These genes and proteins provide an interactome map, which indicates that ZIKV controls the expression of RNA processing bodies, miRNA biogenesis and splicing factors required for self-replication. It also suggests that impairments in the molecular pathways underpinning cell cycle and neuronal differentiation are caused by ZIKV. These results point to biological mechanisms implicated in brain malformations, which are important to further the understanding of ZIKV infection and can be exploited as therapeutic potential targets to mitigate it.


Subject(s)
Proteome , Transcriptome , Zika Virus Infection/genetics , Zika Virus Infection/metabolism , Zika Virus/physiology , Biomarkers , Cell Cycle/genetics , Genomics/methods , Humans , Immunohistochemistry , Induced Pluripotent Stem Cells/cytology , Induced Pluripotent Stem Cells/metabolism , Neural Stem Cells/cytology , Neural Stem Cells/metabolism , Neurons/metabolism , Neurons/virology , Phylogeny , Zika Virus Infection/virology
4.
J Mol Model ; 22(11): 269, 2016 Nov.
Article in English | MEDLINE | ID: mdl-27771810

ABSTRACT

Human immunodeficiency virus (HIV) infections continue to exert an enormous impact on global human health. This led experts to emphasize the importance of new measures for preventing HIV infections, including the development of vaccines and novel drugs. In this context, a promising approach involves the use of lectins that can bind the surface envelope glycoprotein gp120 of HIV with high affinity, preventing viral entry. The cyanobacterial lectin microvirin (MVN) has been proposed as a candidate for development as a topical microbicide because of its ability to bind to high mannose-type glycans, potently inhibiting HIV-1 entry. Thus, the aim of this computational study was to investigate the effects of four point mutations (D53Q, D53E, D53K, and D53W) on the structure and affinity of MVN with di-mannose (MAN). Molecular dynamics simulations followed by binding free energy calculations using MM-GBSA were employed. The calculated binding free energy of ligand-receptor complexation of MVN with MAN was -26.02 kcal mol-1. We identified in the wild-type protein that residues I45, T59, and Q81 have a major contribution to the binding free energy of di-mannose. Among the investigated mutants, the most promising one was the D53W mutation, with a theoretical binding free energy value of -29.16 kcal mol-1. We suggest that this increased stability is due to the introduction of extra rigidity on the hinge region connecting two key structural elements of the MVN binding site.


Subject(s)
Bacterial Proteins/chemistry , Cyanobacteria/chemistry , HIV Envelope Protein gp120/chemistry , HIV-1/chemistry , Mannose-Binding Lectin/chemistry , Molecular Dynamics Simulation , Point Mutation , Amino Acid Substitution , Bacterial Proteins/genetics , Binding Sites , HIV Envelope Protein gp120/genetics , HIV-1/genetics , Mannose-Binding Lectin/genetics , Molecular Docking Simulation
5.
Arch Virol ; 161(8): 2325-8, 2016 Aug.
Article in English | MEDLINE | ID: mdl-27216928

ABSTRACT

Piry virus (PIRYV) is a rhabdovirus (genus Vesiculovirus) and is described as a possible human pathogen, originally isolated from a Philander opossum trapped in Para State, Northern Brazil. This study describes the complete full coding sequence and the genetic characterization of PIRYV. The genome sequence reveals that PIRYV has a typical vesiculovirus-like organization, encoding the five genes typical of the genus. Phylogenetic analysis confirmed that PIRYV is most closely related to Perinet virus and clustered in the same clade as Chandipura and Isfahan vesiculoviruses.


Subject(s)
Genome, Viral , Vesiculovirus/genetics , Base Sequence , Genomics , Humans , Molecular Sequence Data , Phylogeny , RNA, Viral/genetics , Rhabdoviridae Infections/virology , Vesiculovirus/classification , Vesiculovirus/isolation & purification , Viral Proteins/genetics
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