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1.
Genome Biol ; 24(1): 127, 2023 05 22.
Article in English | MEDLINE | ID: mdl-37218021

ABSTRACT

BACKGROUND: Understanding the variation between well and poorly adapted cattle breeds to local environments and pathogens is essential for breeding cattle with improved climate and disease-resistant phenotypes. Although considerable progress has been made towards identifying genetic differences between breeds, variation at the epigenetic and chromatin levels remains poorly characterized. Here, we generate, sequence and analyse over 150 libraries at base-pair resolution to explore the dynamics of DNA methylation and chromatin accessibility of the bovine immune system across three distinct cattle lineages. RESULTS: We find extensive epigenetic divergence between the taurine and indicine cattle breeds across immune cell types, which is linked to the levels of local DNA sequence divergence between the two cattle sub-species. The unique cell type profiles enable the deconvolution of complex cellular mixtures using digital cytometry approaches. Finally, we show distinct sub-categories of CpG islands based on their chromatin and methylation profiles that discriminate between classes of distal and gene proximal islands linked to discrete transcriptional states. CONCLUSIONS: Our study provides a comprehensive resource of DNA methylation, chromatin accessibility and RNA expression profiles of three diverse cattle populations. The findings have important implications, from understanding how genetic editing across breeds, and consequently regulatory backgrounds, may have distinct impacts to designing effective cattle epigenome-wide association studies in non-European breeds.


Subject(s)
Chromatin , Epigenome , Animals , Cattle/genetics , Phenotype , CpG Islands , Polymorphism, Single Nucleotide
2.
Trends Parasitol ; 38(11): 930-932, 2022 11.
Article in English | MEDLINE | ID: mdl-36041933

ABSTRACT

Since its discovery, bovine theileriosis has caused major socioeconomic losses in sub-Saharan Africa. Acaricide resistance of the intermediate host, paucity of therapeutics, and lack of sufficiently cross-protective vaccines increase the risk of parasite spread due to global warming. Here, we highlight three important areas that require investigation to develop next-generation vaccines.


Subject(s)
Acaricides , Protozoan Vaccines , Theileria parva , Theileriasis , Animals , Cattle , Humans , Theileriasis/parasitology , Theileriasis/prevention & control
3.
J Immunol ; 206(10): 2489-2497, 2021 05 15.
Article in English | MEDLINE | ID: mdl-33789985

ABSTRACT

MHC peptide binding and presentation is the most selective event defining the landscape of T cell epitopes. Consequently, understanding the diversity of MHC alleles in a given population and the parameters that define the set of ligands that can be bound and presented by each of these alleles (the immunopeptidome) has an enormous impact on our capacity to predict and manipulate the potential of protein Ags to elicit functional T cell responses. Liquid chromatography-mass spectrometry analysis of MHC-eluted ligand data has proven to be a powerful technique for identifying such peptidomes, and methods integrating such data for prediction of Ag presentation have reached a high level of accuracy for both MHC class I and class II. In this study, we demonstrate how these techniques and prediction methods can be readily extended to the bovine leukocyte Ag class II DR locus (BoLA-DR). BoLA-DR binding motifs were characterized by eluted ligand data derived from bovine cell lines expressing a range of DRB3 alleles prevalent in Holstein-Friesian populations. The model generated (NetBoLAIIpan, available as a Web server at www.cbs.dtu.dk/services/NetBoLAIIpan) was shown to have unprecedented predictive power to identify known BoLA-DR-restricted CD4 epitopes. In summary, the results demonstrate the power of an integrated approach combining advanced mass spectrometry peptidomics with immunoinformatics for characterization of the BoLA-DR Ag presentation system and provide a prediction tool that can be used to assist in rational evaluation and selection of bovine CD4 T cell epitopes.


Subject(s)
Antigen Presentation , CD4-Positive T-Lymphocytes/immunology , Computational Biology/methods , Epitopes, T-Lymphocyte/immunology , Histocompatibility Antigens Class II/immunology , Peptides/immunology , Alleles , Animals , Base Sequence , CD4-Positive T-Lymphocytes/parasitology , Cattle , Cells, Cultured , Computer Simulation , High-Throughput Nucleotide Sequencing/methods , Histocompatibility Antigens Class II/genetics , Ligands , Mass Spectrometry/methods , Protein Binding , Theileria annulata , Theileria parva , Theileriasis/immunology , Theileriasis/parasitology
4.
PLoS Pathog ; 16(3): e1008405, 2020 03.
Article in English | MEDLINE | ID: mdl-32176737

ABSTRACT

Alcelaphine herpesvirus 1 (AlHV-1) is a gammaherpesvirus that is carried asymptomatically by wildebeest. Upon cross-species transmission to other ruminants, including domestic cattle, AlHV-1 induces malignant catarrhal fever (MCF), which is a fatal lymphoproliferative disease resulting from proliferation and uncontrolled activation of latently infected CD8+ T cells. Two laboratory strains of AlHV-1 are used commonly in research: C500, which is pathogenic, and WC11, which has been attenuated by long-term maintenance in cell culture. The published genome sequence of a WC11 seed stock from a German laboratory revealed the deletion of two major regions. The sequence of a WC11 seed stock used in our laboratory also bears these deletions and, in addition, the duplication of an internal sequence in the terminal region. The larger of the two deletions has resulted in the absence of gene A7 and a large portion of gene A8. These genes are positional orthologs of the Epstein-Barr virus genes encoding envelope glycoproteins gp42 and gp350, respectively, which are involved in viral propagation and switching of cell tropism. To investigate the degree to which the absence of A7 and A8 participates in WC11 attenuation, recombinant viruses lacking these individual functions were generated in C500. Using bovine nasal turbinate and embryonic lung cell lines, increased cell-free viral propagation and impaired syncytia formation were observed in the absence of A7, whereas cell-free viral spread was inhibited in the absence of A8. Therefore, A7 appears to be involved in cell-to-cell viral spread, and A8 in viral cell-free propagation. Finally, infection of rabbits with either mutant did not induce the signs of MCF or the expansion of infected CD8+ T cells. These results demonstrate that A7 and A8 are both essential for regulating viral spread and suggest that AlHV-1 requires both genes to efficiently spread in vivo and reach CD8+ T lymphocytes and induce MCF.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , Gammaherpesvirinae/immunology , Genes, Viral/immunology , Malignant Catarrh/immunology , Viral Envelope Proteins/immunology , Animals , Cattle , Cell Line , Gammaherpesvirinae/genetics , Malignant Catarrh/genetics , Rabbits , Viral Envelope Proteins/genetics
5.
Mol Cell Proteomics ; 18(12): 2459-2477, 2019 12.
Article in English | MEDLINE | ID: mdl-31578220

ABSTRACT

The set of peptides presented on a cell's surface by MHC molecules is known as the immunopeptidome. Current mass spectrometry technologies allow for identification of large peptidomes, and studies have proven these data to be a rich source of information for learning the rules of MHC-mediated antigen presentation. Immunopeptidomes are usually poly-specific, containing multiple sequence motifs matching the MHC molecules expressed in the system under investigation. Motif deconvolution -the process of associating each ligand to its presenting MHC molecule(s)- is therefore a critical and challenging step in the analysis of MS-eluted MHC ligand data. Here, we describe NNAlign_MA, a computational method designed to address this challenge and fully benefit from large, poly-specific data sets of MS-eluted ligands. NNAlign_MA simultaneously performs the tasks of (1) clustering peptides into individual specificities; (2) automatic annotation of each cluster to an MHC molecule; and (3) training of a prediction model covering all MHCs present in the training set. NNAlign_MA was benchmarked on large and diverse data sets, covering class I and class II data. In all cases, the method was demonstrated to outperform state-of-the-art methods, effectively expanding the coverage of alleles for which accurate predictions can be made, resulting in improved identification of both eluted ligands and T-cell epitopes. Given its high flexibility and ease of use, we expect NNAlign_MA to serve as an effective tool to increase our understanding of the rules of MHC antigen presentation and guide the development of novel T-cell-based therapeutics.


Subject(s)
Algorithms , Computational Biology/methods , Epitopes, T-Lymphocyte/metabolism , Histocompatibility Antigens Class II/metabolism , Histocompatibility Antigens Class I/metabolism , Amino Acid Motifs , Animals , Benchmarking , Cattle , Cell Line , Databases, Protein , Datasets as Topic , Humans , Ligands , Machine Learning , Mass Spectrometry , Peptides/metabolism , Protein Binding
7.
Infect Immun ; 87(1)2019 01.
Article in English | MEDLINE | ID: mdl-30323022

ABSTRACT

There is established evidence that cytotoxic CD8+ T cells are important mediators of immunity against the bovine intracellular protozoan parasite Theileria parva However, the mechanism by which the specific CD8+ T cells kill parasitized cells is not understood. Although the predominant pathway used by human and murine CD8+ T cells to kill pathogen-infected cells is granule exocytosis, involving the release of perforin and granzyme B, there is to date a lack of published information on the biological activities of bovine granzyme B. The present study set out to define the functional activities of bovine granzyme B and determine its role in mediating the killing of T. parva-parasitized cells. DNA constructs encoding functional and nonfunctional forms of bovine granzyme B were produced, and the proteins expressed in Cos-7 cells were used to establish an enzymatic assay to detect and quantify the expression of functional granzyme B protein. Using this assay, the levels of killing of different T. parva-specific CD8+ T cell clones were found to be significantly correlated with the levels of granzyme B protein but not the levels of mRNA transcript expression. Experiments using inhibitors specific for perforin and granzyme B confirmed that CD8+ T cell killing of parasitized cells is dependent on granule exocytosis and, specifically, granzyme B. Further studies showed that the granzyme B-mediated death of parasitized cells is independent of caspases and that granzyme B activates the proapoptotic molecule Bid.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , Cytotoxins/metabolism , Granzymes/metabolism , Theileria parva/immunology , Theileriasis/immunology , Animals , Cattle , Cattle Diseases/immunology , Cell Survival , Cells, Cultured
8.
Immunogenetics ; 70(9): 585-597, 2018 09.
Article in English | MEDLINE | ID: mdl-29947943

ABSTRACT

Granzymes are a family of serine proteases found in the lytic granules of cytotoxic T lymphocytes and natural killer (NK) cells, which are involved in killing of susceptible target cells. Most information on granzymes and their enzymatic specificities derive from studies in humans and mice. Although granzymes shared by both species show a high level of conservation, the complement of granzyme genes differs between the species. The aim of this study was to identify granzyme genes expressed in cattle, determine their genomic locations and analyse their sequences to predict likely functional specificities. Orthologues of the five granzyme genes found in humans (A, B, H, K and M) were identified, as well a novel gene designated granzyme O, most closely related to granzyme A. An orthologue of granzyme O was found in pigs and a non-function version was detected in the human genome. Use of specific PCRs demonstrated that all of these genes, including granzyme O, are expressed in activated subsets of bovine lymphocytes, with particularly high levels in CD8 T cells. Consistent with findings in humans and mice, the granzyme-encoding genes were located on three distinct genomic loci, which correspond to different proteolytic enzymatic activities, namely trypsin-like, chymotrypsin-like and metase-like. Analysis of amino acid sequences indicated that the granzyme proteins have broadly similar enzymatic specificities to their human and murine counterparts but indicated that granzyme B has a different secondary specificity. These findings provide the basis for further work to examine their role in the cytotoxic activity of bovine CD8 T cells.


Subject(s)
Granzymes/genetics , Lymphocytes/enzymology , Phylogeny , Animals , Cattle , Chromosome Mapping , Granzymes/chemistry , Granzymes/metabolism , Lymphocyte Activation , Molecular Sequence Annotation , Perforin/genetics , Reproducibility of Results , Reverse Transcriptase Polymerase Chain Reaction , Trypsin/genetics
9.
Vaccine ; 36(20): 2850-2854, 2018 05 11.
Article in English | MEDLINE | ID: mdl-29655632

ABSTRACT

There is a need to improve the efficacy of the BCG vaccine against human and bovine tuberculosis. Previous data showed that boosting bacilli Calmette-Guerin (BCG)-vaccinated cattle with a recombinant attenuated human type 5 adenovirally vectored subunit vaccine (Ad5-85A) increased BCG protection and was associated with increased frequency of Ag85A-specific CD4+ T cells post-boosting. Here, the capacity of Ag85A-specific CD4+ T cell lines - derived before and after viral boosting - to interact with BCG-infected macrophages was evaluated. No difference before and after boosting was found in the capacity of these Ag85A-specific CD4+ T cell lines to restrict mycobacterial growth, but the secretion of IL-10 in vitro post-boost increased significantly. Furthermore, cell lines derived post-boost had no statistically significant difference in the secretion of pro-inflammatory cytokines (IL-1ß, IL-12, IFNγ or TNFα) compared to pre-boost lines. In conclusion, the protection associated with the increased number of Ag85A-specific CD4+ T cells restricting mycobacterial growth may be associated with anti-inflammatory properties to limit immune-pathology.


Subject(s)
Acyltransferases/immunology , Antigens, Bacterial/immunology , Immunization, Secondary/methods , Inflammation/prevention & control , Mycobacterium bovis/immunology , Tuberculosis Vaccines/immunology , Tuberculosis, Bovine/prevention & control , Acyltransferases/administration & dosage , Adenoviruses, Human/genetics , Animals , Antigens, Bacterial/administration & dosage , CD4-Positive T-Lymphocytes/immunology , Cattle , Drug Carriers , Inflammation/microbiology , Inflammation/pathology , Mycobacterium bovis/growth & development , Treatment Outcome , Tuberculosis Vaccines/administration & dosage , Tuberculosis, Bovine/microbiology , Tuberculosis, Bovine/pathology , Vaccines, Synthetic/administration & dosage , Vaccines, Synthetic/immunology
10.
J Proteome Res ; 17(1): 559-567, 2018 01 05.
Article in English | MEDLINE | ID: mdl-29115832

ABSTRACT

Peptide binding to MHC class I molecules is the single most selective step in antigen presentation and the strongest single correlate to peptide cellular immunogenicity. The cost of experimentally characterizing the rules of peptide presentation for a given MHC-I molecule is extensive, and predictors of peptide-MHC interactions constitute an attractive alternative. Recently, an increasing amount of MHC presented peptides identified by mass spectrometry (MS ligands) has been published. Handling and interpretation of MS ligand data is, in general, challenging due to the polyspecificity nature of the data. We here outline a general pipeline for dealing with this challenge and accurately annotate ligands to the relevant MHC-I molecule they were eluted from by use of GibbsClustering and binding motif information inferred from in silico models. We illustrate the approach here in the context of MHC-I molecules (BoLA) of cattle. Next, we demonstrate how such annotated BoLA MS ligand data can readily be integrated with in vitro binding affinity data in a prediction model with very high and unprecedented performance for identification of BoLA-I restricted T-cell epitopes. The prediction model is freely available at http://www.cbs.dtu.dk/services/NetMHCpan/NetBoLApan . The approach has here been applied to the BoLA-I system, but the pipeline is readily applicable to MHC systems in other species.


Subject(s)
Antigen Presentation/immunology , Histocompatibility Antigens Class I/immunology , Mass Spectrometry/methods , Peptides/immunology , Animals , Binding Sites , Cattle , Epitopes, T-Lymphocyte , Ligands
11.
Vaccine ; 34(38): 4520-4525, 2016 08 31.
Article in English | MEDLINE | ID: mdl-27498622

ABSTRACT

There is a need to improve the efficacy of Bacille Calmette-Guérin (BCG) vaccination against tuberculosis in humans and cattle. Previously, we found boosting BCG-primed cows with recombinant human type 5 adenovirus expressing antigen 85A (Ad5-85A) increased protection against Mycobacterium bovis infection compared to BCG vaccination alone. The aim of this study was to decipher aspects of the immune response associated with this enhanced protection. We compared BCG-primed Ad5-85A-boosted cattle with BCG-vaccinated cattle. Polyclonal CD4(+) T cell libraries were generated from pre-boost and post-boost peripheral blood mononuclear cells - using a method adapted from Geiger et al. (2009) - and screened for antigen 85A (Ag85A) specificity. Ag85A-specific CD4(+) T cell lines were analysed for their avidity for Ag85A and their Ag85A epitope specificity was defined. Boosting BCG with Ad5-85A increased the frequencies of post-boost Ag85A-specific CD4(+) T cells which correlated with protection (reduced pathology). Boosting Ag85A-specific CD4(+) T cell responses did not increase their avidity. The epitope specificity was variable between animals and we found no clear evidence for a post-boost epitope spreading. In conclusion, the protection associated with boosting BCG with Ad5-85A is linked with increased frequencies of Ag85A-specific CD4(+) T cells without increasing avidity or widening of the Ag85A-specific CD4(+) T cell repertoire.


Subject(s)
Acyltransferases/immunology , Antigens, Bacterial/immunology , BCG Vaccine/immunology , CD4-Positive T-Lymphocytes/immunology , Tuberculosis/prevention & control , Animals , Cattle , Epitopes, T-Lymphocyte/immunology , Female , Leukocytes, Mononuclear/immunology , Mycobacterium bovis
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