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2.
Front Immunol ; 14: 1265044, 2023.
Article in English | MEDLINE | ID: mdl-38045681

ABSTRACT

During the COVID-19 pandemic we utilized an AI-driven T cell epitope prediction tool, the NEC Immune Profiler (NIP) to scrutinize and predict regions of T cell immunogenicity (hotspots) from the entire SARS-CoV-2 viral proteome. These immunogenic regions offer potential for the development of universally protective T cell vaccine candidates. Here, we validated and characterized T cell responses to a set of minimal epitopes from these AI-identified universal hotspots. Utilizing a flow cytometry-based T cell activation-induced marker (AIM) assay, we identified 59 validated screening hits, of which 56% (33 peptides) have not been previously reported. Notably, we found that most of these novel epitopes were derived from the non-spike regions of SARS-CoV-2 (Orf1ab, Orf3a, and E). In addition, ex vivo stimulation with NIP-predicted peptides from the spike protein elicited CD8+ T cell response in PBMC isolated from most vaccinated donors. Our data confirm the predictive accuracy of AI platforms modelling bona fide immunogenicity and provide a novel framework for the evaluation of vaccine-induced T cell responses.


Subject(s)
COVID-19 , Viral Vaccines , Humans , SARS-CoV-2 , Epitopes, T-Lymphocyte , Pandemics/prevention & control , Artificial Intelligence , Leukocytes, Mononuclear , Peptides
3.
Front Immunol ; 14: 1210899, 2023.
Article in English | MEDLINE | ID: mdl-37503339

ABSTRACT

Poor overall survival of hematopoietic stem cell transplantation (HSCT) recipients who developed COVID-19 underlies the importance of SARS-CoV-2 vaccination. Previous studies of vaccine efficacy have reported weak humoral responses but conflicting results on T cell immunity. Here, we have examined the relationship between humoral and T cell response in 48 HSCT recipients who received two doses of Moderna's mRNA-1273 or Pfizer/BioNTech's BNT162b2 vaccines. Nearly all HSCT patients had robust T cell immunity regardless of protective humoral responses, with 18/48 (37%, IQR 8.679-5601 BAU/mL) displaying protective IgG anti-receptor binding domain (RBD) levels (>2000 BAU/mL). Flow cytometry analysis of activation induced markers (AIMs) revealed that 90% and 74% of HSCT patients showed reactivity towards immunodominant spike peptides in CD8+ and CD4+ T cells, respectively. The response rate increased to 90% for CD4+ T cells as well when we challenged the cells with a complete set of overlapping peptides spanning the entire spike protein. T cell response was detectable as early as 3 months after transplant, but only CD4+ T cell reactivity correlated with IgG anti-RBD level and time after transplantation. Boosting increased seroconversion rate, while only one patient developed COVID-19 requiring hospitalization. Our data suggest that HSCT recipients with poor serological responses were protected from severe COVID-19 by vaccine-induced T cell responses.


Subject(s)
COVID-19 Vaccines , COVID-19 , Hematopoietic Stem Cell Transplantation , Humans , BNT162 Vaccine , CD4-Positive T-Lymphocytes , CD8-Positive T-Lymphocytes , Cohort Studies , COVID-19 Vaccines/immunology , Immunoglobulin G , Prospective Studies , SARS-CoV-2
4.
Front Immunol ; 14: 1235210, 2023.
Article in English | MEDLINE | ID: mdl-38299149

ABSTRACT

People who use drugs (PWUD) are at a high risk of contracting and developing severe coronavirus disease 2019 (COVID-19) and other infectious diseases due to their lifestyle, comorbidities, and the detrimental effects of opioids on cellular immunity. However, there is limited research on vaccine responses in PWUD, particularly regarding the role that T cells play in the immune response to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Here, we show that before vaccination, PWUD did not exhibit an increased frequency of preexisting cross-reactive T cells to SARS-CoV-2 and that, despite the inhibitory effects that opioids have on T-cell immunity, standard vaccination can elicit robust polyfunctional CD4+ and CD8+ T-cell responses that were similar to those found in controls. Our findings indicate that vaccination stimulates an effective immune response in PWUD and highlight targeted vaccination as an essential public health instrument for the control of COVID-19 and other infectious diseases in this group of high-risk patients.


Subject(s)
COVID-19 , Communicable Diseases , Humans , SARS-CoV-2 , Vaccination , Analgesics, Opioid , RNA, Messenger
5.
Front Neurosci ; 13: 1033, 2019.
Article in English | MEDLINE | ID: mdl-31632233

ABSTRACT

It is well-known that hyaluronic acid (HA) as a component of brain extracellular matrix (ECM) plays a pivotal role in the nervous system and is involved in synaptic plasticity changes in vascular cognitive impairment and dementia. HA breakdown is a feature of the acute stage of stroke injury and may be detrimental through enhancement of the inflammatory response. Recent studies have shown that knockout mice lacking hyaluronic acid synthetase demonstrates epileptic phenotype in vivo and removal of HA leads to delayed development of epileptiform activity in cultured hippocampal neurons in vitro. Here, we studied whether digestion of hyaluronic acid in the hippocampus in early postnatal period can trigger seizures. Hyaluronidase (Hyal) (5 U/µl) was bilaterally injected into C57BL/6j mice (P17) CA1 field of hippocampus using the stereotaxic method to remove hyaluronan-based ECM. Transcriptome analysis of hippocampal tissue 2 h after enzymatic digestion of hyaluronan-based brain ECM revealed increased gene expression of proteins involved in inflammation reactions (TLR2, CCL2,3,5), neuroinflammation, axonal guidance and ephrin receptor signaling, versus the vehicle group. Mice injected with hyaluronidase exhibited delayed audiogenic seizures and improvement in working memory 72 h after injection, while there were no changes in locomotor activity, anxious level and exploratory behavior due to the open field test. The obtained results point to a link between the activation of neuroinflammation by enzymatic digestion of hyaluronan-based brain ECM during the neonatal period and their subsequent reactivity to seizures, which may play an important role in the functional features of the developing brain, including its seizure propensity.

6.
Sci Rep ; 7(1): 9012, 2017 08 21.
Article in English | MEDLINE | ID: mdl-28827787

ABSTRACT

Expression of cofilin is directly associated with metastatic activity in many tumors. Here, we studied the role of Latent Membrane Protein 2 A (LMP2A) of Epstein-Barr Virus (EBV) in the accumulation of cofilin observed in nasopharyngeal cancer (NPC) tumor cells. We used LMP2A transformed NPC cell lines to analyze cofilin expression. We used mutation analysis, ectopic expression and down-regulation of Cbl, AIP4 and Syk in these cell lines to determine the effect of the LMP2A viral protein on cofilin degradation and its role in the assembly of a cofilin degrading protein complex. The LMP2A of EBV was found to interfer with cofilin degradation in NPC cells by accelerating the proteasomal degradation of Cbl and Syk. In line with this, we found significantly higher cofilin expression in NPC tumor samples as compared to the surrounding epithelial tissues. Cofilin, as an actin severing protein, influences cellular plasticity, and facilitates cellular movement in response to oncogenic stimuli. Thus, under relaxed cellular control, cofilin facilitates tumor cell movement and dissemination. Interference with its degradation may enhance the metastatic potential of NPC cells.


Subject(s)
Actin Depolymerizing Factors/metabolism , Nasopharyngeal Carcinoma/pathology , Proto-Oncogene Proteins c-cbl/metabolism , Syk Kinase/metabolism , Viral Matrix Proteins/metabolism , Cell Line, Tumor , Herpesvirus 4, Human/pathogenicity , Host-Pathogen Interactions , Humans , Proteolysis , Repressor Proteins/metabolism , Ubiquitin-Protein Ligases/metabolism
7.
Sci Signal ; 6(280): pe22, 2013 Jun 18.
Article in English | MEDLINE | ID: mdl-23779085

ABSTRACT

Ubiquitylation, a widespread and important posttranslational modification of eukaryotic proteins, regulates a multitude of critical cellular processes, both in normal and pathological conditions. A classical view of how ubiquitylation regulates protein function involves recognition of ubiquitin-encoded signals by specific ubiquitin-binding domains. However, evidence suggests the existence of direct effects of ubiquitylation, which occur through its impact on protein-protein interactions that do not involve specific ubiquitin receptors. Ubiquitin attachment may cause steric limitations that influence interaction of the modified protein with other proteins. Here, we present examples of this direct effect of ubiquitylation and propose how a two-level ubiquitin-mediated regulatory mechanism may provide flexibility.


Subject(s)
Signal Transduction/physiology , Ubiquitin/metabolism , Ubiquitination/physiology , Animals , Humans
8.
Bioinformatics ; 26(10): 1374-5, 2010 May 15.
Article in English | MEDLINE | ID: mdl-20378556

ABSTRACT

SUMMARY: VSDocker is an original program that allows using AutoDock4 for optimized virtual ligand screening on computer clusters or multiprocessor workstations. This tool is the first implementation of parallel high-performance virtual screening of ligands for MS Windows-based computer systems. AVAILABILITY: VSDocker 2.0 is freely available for non-commercial use at http://www.bio.nnov.ru/projects/vsdocker2/ CONTACT: nikita.prakhov@gmail.com SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Computational Biology/methods , Software , Algorithms , Computer Graphics , Ligands
9.
BMC Bioinformatics ; 8: 126, 2007 Apr 18.
Article in English | MEDLINE | ID: mdl-17442109

ABSTRACT

BACKGROUND: Post-translational protein modification with ubiquitin, or ubiquitylation, is one of the hottest topics in a modern biology due to a dramatic impact on diverse metabolic pathways and involvement in pathogenesis of severe human diseases. A great number of eukaryotic proteins was found to be ubiquitylated. However, data about particular ubiquitylated proteins are rather disembodied. DESCRIPTION: To fill a general need for collecting and systematizing experimental data concerning ubiquitylation we have developed a new resource, UbiProt Database, a knowledge base of ubiquitylated proteins. The database contains retrievable information about overall characteristics of a particular protein, ubiquitylation features, related ubiquitylation and de-ubiquitylation machinery and literature references reflecting experimental evidence of ubiquitylation. UbiProt is available at http://ubiprot.org.ru for free. CONCLUSION: UbiProt Database is a public resource offering comprehensive information on ubiquitylated proteins. The resource can serve as a general reference source both for researchers in ubiquitin field and those who deal with particular ubiquitylated proteins which are of their interest. Further development of the UbiProt Database is expected to be of common interest for research groups involved in studies of the ubiquitin system.


Subject(s)
Database Management Systems , Databases, Protein , Information Storage and Retrieval/methods , Ubiquitin/chemistry , Ubiquitin/metabolism , User-Computer Interface , Amino Acid Sequence , Computer Graphics , Molecular Sequence Data , Ubiquitin/classification
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