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1.
J Leukoc Biol ; 2024 Apr 24.
Article En | MEDLINE | ID: mdl-38657004

N6-methyladenosine (m6A) is a RNA modification that can regulate post-transcriptional processes including RNA stability, translation, splicing and nuclear export. In CD4+ lymphocytes, m6A modifications have been demonstrated to play a role in early differentiation processes. The role of m6A in CD4+ T cell activation and effector function remains incompletely understood. To assess the role of m6A in CD4+ T lymphocyte activation and function, we assessed the transcriptome-wide m6A landscape of human primary CD4+ T cells by methylated RNA immunoprecipitation (meRIP) sequencing. Stimulation of the T cells impacted the m6A pattern of hundreds of transcripts including tumor necrosis factor (TNF). m6A methylation was increased on TNF mRNA after activation, predominantly in the 3' untranslated region (UTR) of the transcript. Manipulation of m6A levels in primary human T cells, the directly affected the expression of TNF. Furthermore, we identified that the m6A reader protein YT521-B homology domain family-2 (YTHDF2) binds m6A-methylated TNF mRNA, and promotes its degradation. Taken together, this study demonstrates that TNF expression in CD4+ T lymphocytes is regulated via m6A and YTHDF2, thereby providing novel insight into the regulation of T cell effector functions.


T helper cells are immune cells of the adaptive immune system. These cells are activated by antigen presenting cells that have engulfed invading pathogens. When the T helper cell is activated, it will produce and excrete signaling molecules (cytokines) that activate other immune cells in order to eradicate these pathogens. Cytokines are formed after translation of RNA molecules that encode for these cytokines. In this study it was found that a modification (m6A) on RNA molecules is involved in the regulation of the life cycle of these RNA molecules. It was found that the degradation of RNA encoding for cytokine TNF was mediated through m6A and its 'reader' protein YTHDF2 in activated T helper cells. As TNF promotes inflammation, reduction of TNF production through this mechanism dampens the immune response and therefore prevents chronic inflammation.

2.
Arthritis Rheumatol ; 76(1): 119-129, 2024 01.
Article En | MEDLINE | ID: mdl-37471469

OBJECTIVE: Human leukocyte antigen (HLA)-DRB1*15:01 has been recently associated with interstitial lung disease (LD), eosinophilia, and drug reactions in systemic juvenile idiopathic arthritis (sJIA). Additionally, genetic variants in IL1RN have been linked to poor response to anakinra. We sought to reproduce these findings in a prospective cohort study of patients with new-onset sJIA treated with anakinra as first-line therapy. METHODS: HLA and IL1RN risk alleles were identified via whole-genome sequencing. Treatment responses and complications were compared between carriers versus noncarriers. RESULTS: Seventeen of 65 patients (26%) carried HLA-DRB1*15:01, comparable with the general population, and there was enrichment for HLA-DRB1*11:01, a known risk locus for sJIA. The rates of clinical inactive disease (CID) at 6 months, 1 year, and 2 years were generally high, irrespective of HLA-DRB1 or IL1RN variants, but significantly lower in carriers of an HLA-DRB1*11:01 allele. One patient, an HLA-DRB1*15:01 carrier, developed sJIA-LD. Of the three patients with severe drug reactions to biologics, one carried HLA-DRB1*15:01. The prevalence of eosinophilia did not significantly differ between HLA-DRB1*15:01 carriers and noncarriers at disease onset (6.2% vs 14.9%, P = 0.67) nor after the start of anakinra (35.3% vs 37.5% in the first 2 years of disease). CONCLUSION: We observed high rates of CID using anakinra as first-line treatment irrespective of HLA-DRB1 or IL1RN variants. Only one of the 17 HLA-DRB1*15:01 carriers developed sJIA-LD, and of the three patients with drug reactions to biologics, only one carried HLA-DRB1*15:01. Although thorough monitoring for the development of drug hypersensitivity and refractory disease courses in sJIA, including sJIA-LD, remains important, our data support the early start of biologic therapy in patients with new-onset sJIA irrespective of HLA-DRB1 background or IL1RN variants.


Arthritis, Juvenile , Biological Products , Eosinophilia , Humans , Arthritis, Juvenile/drug therapy , Arthritis, Juvenile/genetics , Interleukin 1 Receptor Antagonist Protein/genetics , Interleukin 1 Receptor Antagonist Protein/therapeutic use , HLA-DRB1 Chains/genetics , Prospective Studies , Biological Products/therapeutic use , Eosinophilia/drug therapy , Receptors, Interleukin-1/therapeutic use
3.
J Am Heart Assoc ; 12(21): e030243, 2023 11 07.
Article En | MEDLINE | ID: mdl-37889192

Background Plaque myofibroblasts are critical players in the initiation and advancement of atherosclerotic disease. They are involved in the production of extracellular matrix, the formation of the fibrous cap, and the underlying lipidic core via modulation processes in response to different environmental cues. Despite clear phenotypic differences between myofibroblast cells and healthy vascular smooth muscle cells, smooth muscle cells are still widely used as a cellular model in atherosclerotic research. Methods and Results Here, we present a conditioned outgrowth method to isolate and culture myofibroblast cells from plaques. We obtained these cells from 27 donors (24 carotid and 3 femoral endarterectomies). We show that they keep their proliferative capacity for 8 passages, are transcriptionally stable, retain donor-specific gene expression programs, and express extracellular matrix proteins (FN1, COL1A1, and DCN) and smooth muscle cell markers (ACTA2, MYH11, and CNN1). Single-cell transcriptomics reveals that the cells in culture closely resemble the plaque myofibroblasts. Chromatin immunoprecipitation sequencing shows the presence of histone H3 lysine 4 dimethylation at the MYH11 promoter, pointing to their smooth muscle cell origin. Finally, we demonstrated that plaque myofibroblasts can be efficiently transduced (>97%) and are capable of taking up oxidized low-density lipoprotein and undergoing calcification. Conclusions In conclusion, we present a method to isolate and culture cells that retain plaque myofibroblast phenotypical and functional capabilities, making them a suitable in vitro model for studying selected mechanisms of atherosclerosis.


Atherosclerosis , Plaque, Atherosclerotic , Humans , Myofibroblasts/metabolism , Atherosclerosis/metabolism , Plaque, Atherosclerotic/metabolism , Carotid Arteries/metabolism , Myocytes, Smooth Muscle/metabolism
4.
Biology (Basel) ; 12(7)2023 Jul 14.
Article En | MEDLINE | ID: mdl-37508433

T cell activation is a highly regulated process, modulated via the expression of various immune regulatory proteins including cytokines, surface receptors and co-stimulatory proteins. N6-methyladenosine (m6A) is an RNA modification that can directly regulate RNA expression levels and it is associated with various biological processes. However, the function of m6A in T cell activation remains incompletely understood. We identify m6A as a novel regulator of the expression of the CD40 ligand (CD40L) in human CD4+ lymphocytes. Manipulation of the m6A 'eraser' fat mass and obesity-associated protein (FTO) and m6A 'writer' protein methyltransferase-like 3 (METTL3) directly affects the expression of CD40L. The m6A 'reader' protein YT521-B homology domain family-2 (YTHDF2) is hypothesized to be able to recognize and bind m6A specific sequences on the CD40L mRNA and promotes its degradation. This study demonstrates that CD40L expression in human primary CD4+ T lymphocytes is regulated via m6A modifications, elucidating a new regulatory mechanism in CD4+ T cell activation that could possibly be leveraged in the future to modulate T cell responses in patients with immune-related diseases.

5.
Eur Heart J ; 42(20): 2000-2011, 2021 05 21.
Article En | MEDLINE | ID: mdl-33677556

AIMS: Our objective was to better understand the genetic bases of dilated cardiomyopathy (DCM), a leading cause of systolic heart failure. METHODS AND RESULTS: We conducted the largest genome-wide association study performed so far in DCM, with 2719 cases and 4440 controls in the discovery population. We identified and replicated two new DCM-associated loci on chromosome 3p25.1 [lead single-nucleotide polymorphism (SNP) rs62232870, P = 8.7 × 10-11 and 7.7 × 10-4 in the discovery and replication steps, respectively] and chromosome 22q11.23 (lead SNP rs7284877, P = 3.3 × 10-8 and 1.4 × 10-3 in the discovery and replication steps, respectively), while confirming two previously identified DCM loci on chromosomes 10 and 1, BAG3 and HSPB7. A genetic risk score constructed from the number of risk alleles at these four DCM loci revealed a 3-fold increased risk of DCM for individuals with 8 risk alleles compared to individuals with 5 risk alleles (median of the referral population). In silico annotation and functional 4C-sequencing analyses on iPSC-derived cardiomyocytes identify SLC6A6 as the most likely DCM gene at the 3p25.1 locus. This gene encodes a taurine transporter whose involvement in myocardial dysfunction and DCM is supported by numerous observations in humans and animals. At the 22q11.23 locus, in silico and data mining annotations, and to a lesser extent functional analysis, strongly suggest SMARCB1 as the candidate culprit gene. CONCLUSION: This study provides a better understanding of the genetic architecture of DCM and sheds light on novel biological pathways underlying heart failure.


Cardiomyopathy, Dilated , Heart Failure, Systolic , Adaptor Proteins, Signal Transducing/genetics , Animals , Apoptosis Regulatory Proteins , Cardiomyopathy, Dilated/genetics , Chromosomes , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study , Heart Failure, Systolic/genetics , Humans , Polymorphism, Single Nucleotide/genetics
6.
Clin Epigenetics ; 12(1): 185, 2020 11 30.
Article En | MEDLINE | ID: mdl-33256815

BACKGROUND: Fetal growth restriction (FGR) is associated with an increased susceptibility for various noncommunicable diseases in adulthood, including cardiovascular and renal disease. During FGR, reduced uteroplacental blood flow, oxygen and nutrient supply to the fetus are hypothesized to detrimentally influence cardiovascular and renal programming. This study examined whether developmental programming profiles, especially related to the cardiovascular and renal system, differ in human umbilical vein endothelial cells (HUVECs) collected from pregnancies complicated by placental insufficiency-induced FGR compared to normal growth pregnancies. Our approach, involving transcriptomic profiling by RNA-sequencing and gene set enrichment analysis focused on cardiovascular and renal gene sets and targeted DNA methylation assays, contributes to the identification of targets underlying long-term cardiovascular and renal diseases. RESULTS: Gene set enrichment analysis showed several downregulated gene sets, most of them involved in immune or inflammatory pathways or cell cycle pathways. seven of the 22 significantly upregulated gene sets related to kidney development and four gene sets involved with cardiovascular health and function were downregulated in FGR (n = 11) versus control (n = 8). Transcriptomic profiling by RNA-sequencing revealed downregulated expression of LGALS1, FPR3 and NRM and upregulation of lincRNA RP5-855F14.1 in FGR compared to controls. DNA methylation was similar for LGALS1 between study groups, but relative hypomethylation of FPR3 and hypermethylation of NRM were present in FGR, especially in male offspring. Absolute differences in methylation were, however, small. CONCLUSION: This study showed upregulation of gene sets related to renal development in HUVECs collected from pregnancies complicated by FGR compared to control donors. The differentially expressed gene sets related to cardiovascular function and health might be in line with the downregulated expression of NRM and upregulated expression of lincRNA RP5-855F14.1 in FGR samples; NRM is involved in cardiac remodeling, and lincRNAs are correlated with cardiovascular diseases. Future studies should elucidate whether the downregulated LGALS1 and FPR3 expressions in FGR are angiogenesis-modulating regulators leading to placental insufficiency-induced FGR or whether the expression of these genes can be used as a biomarker for increased cardiovascular risk. Altered DNA methylation might partly underlie FPR3 and NRM differential gene expression differences in a sex-dependent manner.


Cardiovascular Diseases/genetics , Fetal Growth Retardation/genetics , Fetus/blood supply , Gene Expression Profiling/methods , Human Umbilical Vein Endothelial Cells/metabolism , Kidney Diseases/genetics , Adult , Cardiovascular Diseases/embryology , Case-Control Studies , CpG Islands , DNA Methylation , Epigenomics , Female , Fetal Growth Retardation/diagnosis , Fetal Growth Retardation/etiology , Fetus/chemistry , Fetus/metabolism , Fetus/physiopathology , Galectin 1 , Gene Expression Regulation/genetics , Humans , Kidney Diseases/embryology , Male , Membrane Proteins , Nuclear Proteins , Placental Insufficiency/metabolism , Placental Insufficiency/physiopathology , Pregnancy , Pregnancy Complications/metabolism , Prospective Studies , RNA, Long Noncoding/genetics , RNA-Seq/methods , Receptors, Formyl Peptide
7.
Clin Immunol ; 220: 108593, 2020 11.
Article En | MEDLINE | ID: mdl-32920212

BACKGROUND: Neutrophils are the most abundant cell type infiltrating the airways during severe respiratory syncytial virus (RSV) infection. Their exact role in disease pathophysiology remains enigmatic. Therefore, we determined genome-wide RNA expression profiles of local and systemic neutrophils in RSV bronchiolitis to provide further insight into local neutrophil biology. METHODS: We performed a single-center analysis, in 16 infants, admitted to the pediatric intensive care unit with severe RSV bronchiolitis. Neutrophils were isolated from blood and tracheobronchial aspirates (sputum). After low input RNA sequencing, differential expression of genes was determined followed by gene set analysis. RESULTS: Paired transcriptomic analysis of airway versus blood neutrophils showed an inflammatory phenotype, characterized by NF-kB signaling and upregulated expression of IL-6 and interferon pathways. We observed distinct expression of neutrophil activation genes (TNFSF13B, FCER1G). DISCUSSION: Our data indicate that airway neutrophils regulate their function at the transcriptional level in response to viral infection. It also suggests that local interferon drives the neutrophil response of severe RSV bronchiolitis.


Bronchiolitis/genetics , Bronchiolitis/immunology , Neutrophils/immunology , Respiratory Syncytial Virus Infections/genetics , Respiratory Syncytial Virus Infections/immunology , Transcriptome , B-Cell Activating Factor/genetics , Bronchiolitis/blood , Female , Humans , Infant , Interferons/immunology , Lung/cytology , Lung/immunology , Male , NF-kappa B/immunology , RNA , Receptors, Fc/genetics , Respiratory Syncytial Virus Infections/blood
8.
Immunity ; 53(3): 672-684.e11, 2020 09 15.
Article En | MEDLINE | ID: mdl-32750333

Autoinflammatory disease can result from monogenic errors of immunity. We describe a patient with early-onset multi-organ immune dysregulation resulting from a mosaic, gain-of-function mutation (S703I) in JAK1, encoding a kinase essential for signaling downstream of >25 cytokines. By custom single-cell RNA sequencing, we examine mosaicism with single-cell resolution. We find that JAK1 transcription was predominantly restricted to a single allele across different cells, introducing the concept of a mutational "transcriptotype" that differs from the genotype. Functionally, the mutation increases JAK1 activity and transactivates partnering JAKs, independent of its catalytic domain. S703I JAK1 is not only hypermorphic for cytokine signaling but also neomorphic, as it enables signaling cascades not canonically mediated by JAK1. Given these results, the patient was treated with tofacitinib, a JAK inhibitor, leading to the rapid resolution of clinical disease. These findings offer a platform for personalized medicine with the concurrent discovery of fundamental biological principles.


Hereditary Autoinflammatory Diseases/genetics , Hereditary Autoinflammatory Diseases/pathology , Janus Kinase 1/genetics , Systemic Inflammatory Response Syndrome/genetics , Systemic Inflammatory Response Syndrome/pathology , Adolescent , COVID-19/mortality , Catalytic Domain/genetics , Cell Line , Cytokines/metabolism , Female , Gain of Function Mutation/genetics , Genotype , HEK293 Cells , Hereditary Autoinflammatory Diseases/drug therapy , Humans , Janus Kinase 1/antagonists & inhibitors , Mosaicism , Piperidines/therapeutic use , Precision Medicine/methods , Pyrimidines/therapeutic use , Signal Transduction/immunology , Systemic Inflammatory Response Syndrome/drug therapy
9.
Mol Cell ; 74(6): 1264-1277.e7, 2019 06 20.
Article En | MEDLINE | ID: mdl-31130363

E2F1, E2F2, and E2F3A, the three activators of the E2F family of transcription factors, are key regulators of the G1/S transition, promoting transcription of hundreds of genes critical for cell-cycle progression. We found that during late S and in G2, the degradation of all three activator E2Fs is controlled by cyclin F, the substrate receptor of 1 of 69 human SCF ubiquitin ligase complexes. E2F1, E2F2, and E2F3A interact with the cyclin box of cyclin F via their conserved N-terminal cyclin binding motifs. In the short term, E2F mutants unable to bind cyclin F remain stable throughout the cell cycle, induce unscheduled transcription in G2 and mitosis, and promote faster entry into the next S phase. However, in the long term, they impair cell fitness. We propose that by restricting E2F activity to the S phase, cyclin F controls one of the main and most critical transcriptional engines of the cell cycle.


Cell Cycle/genetics , Cyclins/genetics , E2F1 Transcription Factor/genetics , E2F2 Transcription Factor/genetics , E2F3 Transcription Factor/genetics , SKP Cullin F-Box Protein Ligases/genetics , Transcription, Genetic , Cell Line, Tumor , Cyclins/metabolism , E2F1 Transcription Factor/metabolism , E2F2 Transcription Factor/metabolism , E2F3 Transcription Factor/metabolism , Epithelial Cells/cytology , Epithelial Cells/metabolism , Gene Expression Regulation , Genetic Fitness , HEK293 Cells , HeLa Cells , Humans , Mutation , Osteoblasts/cytology , Osteoblasts/metabolism , Proteolysis , SKP Cullin F-Box Protein Ligases/metabolism , Signal Transduction , Ubiquitination
10.
Front Immunol ; 10: 880, 2019.
Article En | MEDLINE | ID: mdl-31068946

HLA-mismatches in hematopoietic stem-cell transplantation are associated with an impaired overall survival (OS). The aim of this study is to explore whether the Predicted Indirectly ReCognizable HLA-Epitopes (PIRCHE) algorithm can be used to identify HLA-mismatches that are related to an impaired transplant outcome. PIRCHE are computationally predicted peptides derived from the patient's mismatched-HLA molecules that can be presented by donor-patient shared HLA. We retrospectively scored PIRCHE numbers either presented on HLA class-I (PIRCHE-I) or class-II (PIRCHE-II) for a Dutch multicenter cohort of 103 patients who received a single HLA-mismatched (9/10) unrelated donor transplant in an early phase of their disease. These patients were divided into low and high PIRCHE-I and PIRCHE-II groups, based on their PIRCHE scores, and compared using multivariate statistical analysis methods. The high PIRCHE-II group had a significantly impaired OS compared to the low PIRCHE-II group and the 10/10 reference group (HR: 1.86, 95%-CI: 1.02-3.40; and HR: 2.65, 95%-CI: 1.53-4.60, respectively). Overall, PIRCHE-II seem to have a more prominent effect on OS than PIRCHE-I. This impaired OS is probably due to an increased risk for severe acute graft-vs.-host disease. These data suggest that high PIRCHE-II scores may be used to identify non-permissible HLA mismatches within single HLA-mismatched hematopoietic stem-cell transplantations.


Epitopes/immunology , HLA Antigens/immunology , Hematopoietic Stem Cell Transplantation , Transplantation Immunology , Unrelated Donors , Adolescent , Adult , Aged , Child , Child, Preschool , Epitopes/genetics , Female , HLA Antigens/genetics , Hematopoietic Stem Cell Transplantation/adverse effects , Humans , Infant , Male , Middle Aged , Proportional Hazards Models , Young Adult
11.
Cell ; 172(4): 811-824.e14, 2018 02 08.
Article En | MEDLINE | ID: mdl-29395325

Type I interferon (IFN) is produced when host sensors detect foreign nucleic acids, but how sensors differentiate self from nonself nucleic acids, such as double-stranded RNA (dsRNA), is incompletely understood. Mutations in ADAR1, an adenosine-to-inosine editing enzyme of dsRNA, cause Aicardi-Goutières syndrome, an autoinflammatory disorder associated with spontaneous interferon production and neurologic sequelae. We generated ADAR1 knockout human cells to explore ADAR1 substrates and function. ADAR1 primarily edited Alu elements in RNA polymerase II (pol II)-transcribed mRNAs, but not putative pol III-transcribed Alus. During the IFN response, ADAR1 blocked translational shutdown by inhibiting hyperactivation of PKR, a dsRNA sensor. ADAR1 dsRNA binding and catalytic activities were required to fully prevent endogenous RNA from activating PKR. Remarkably, ADAR1 knockout neuronal progenitor cells exhibited MDA5 (dsRNA sensor)-dependent spontaneous interferon production, PKR activation, and cell death. Thus, human ADAR1 regulates sensing of self versus nonself RNA, allowing pathogen detection while avoiding autoinflammation.


Adenosine Deaminase/metabolism , Alu Elements , Autoimmune Diseases of the Nervous System/metabolism , Nervous System Malformations/metabolism , Neural Stem Cells/metabolism , Protein Biosynthesis , RNA, Double-Stranded/metabolism , RNA-Binding Proteins/metabolism , Adenosine Deaminase/genetics , Adenosine Deaminase/immunology , Autoimmune Diseases of the Nervous System/genetics , Autoimmune Diseases of the Nervous System/immunology , Cell Death/genetics , Cell Death/immunology , Gene Knockout Techniques , HEK293 Cells , Humans , Inflammation/genetics , Inflammation/immunology , Inflammation/metabolism , Inflammation/pathology , Interferon-Induced Helicase, IFIH1/genetics , Interferon-Induced Helicase, IFIH1/immunology , Interferon-Induced Helicase, IFIH1/metabolism , Nervous System Malformations/genetics , Nervous System Malformations/immunology , Neural Stem Cells/cytology , Neural Stem Cells/immunology , Neural Stem Cells/pathology , RNA Polymerase II/genetics , RNA Polymerase II/immunology , RNA Polymerase II/metabolism , RNA, Double-Stranded/genetics , RNA, Double-Stranded/immunology , RNA-Binding Proteins/genetics , RNA-Binding Proteins/immunology , eIF-2 Kinase/genetics , eIF-2 Kinase/immunology , eIF-2 Kinase/metabolism
13.
Nat Med ; 21(1): 81-5, 2015 Jan.
Article En | MEDLINE | ID: mdl-25531942

Tumor-specific neo-antigens that arise as a consequence of mutations are thought to be important for the therapeutic efficacy of cancer immunotherapies. Accumulating evidence suggests that neo-antigens may be commonly recognized by intratumoral CD8+ T cells, but it is unclear whether neo-antigen-specific CD4+ T cells also frequently reside within human tumors. In view of the accepted role of tumor-specific CD4+ T-cell responses in tumor control, we addressed whether neo-antigen-specific CD4+ T-cell reactivity is a common property in human melanoma.


CD4-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/immunology , Epitopes, T-Lymphocyte/immunology , Immunotherapy , Melanoma/immunology , Antigen Presentation/immunology , Antigens, Neoplasm/immunology , Cell Line, Tumor , DNA-Binding Proteins/genetics , Epitopes, T-Lymphocyte/genetics , Humans , Melanoma/genetics , Melanoma/pathology , Mutation , Proto-Oncogene Proteins c-bcl-6 , bcl-X Protein/genetics
14.
Immunogenetics ; 67(2): 85-93, 2015 Feb.
Article En | MEDLINE | ID: mdl-25475908

Proteolysis is the general term to describe the process of protein degradation into peptides. Proteasomes are the main actors in cellular proteolysis, and their activity can be measured in in vitro digestion experiments. However, in vivo proteolysis can be different than what is measured in these experiments if other proteases participate or if proteasomal activity is different in vivo. The in vivo proteolysis can be measured only indirectly, by the analysis of peptides presented on MHC-I molecules. MHC-I presented peptides are protected from further degradation, thus enabling an indirect view on the underlying in vivo proteolysis. The ligands presented on different MHC-I molecules enable different views on this process; in combination, they might give a complete picture. Based on in vitro proteasome-only digestions and MHC-I ligand data, different proteolysis predictors have been developed. With new in vitro digestion and MHC-I ligand data sets, we benchmarked how well these predictors capture in vitro proteasome-only activity and in vivo whole-cell proteolysis, respectively. Even though the in vitro proteasome digestion patterns were best captured by methods trained on such data (ProteaSMM and NetChop 20S), the in vivo whole-cell proteolysis was best predicted by a method trained on MHC-I ligand data (NetChop Cterm). Follow-up analysis showed that the likely source of this difference is the activity from proteases other than the proteasome, such as TPPII. This non-proteasomal in vivo activity is captured by NetChop Cterm and should be taken into account in MHC-I ligand predictions.


Epitopes, T-Lymphocyte/chemistry , Epitopes, T-Lymphocyte/metabolism , Software , Antigen Presentation , Binding Sites , Databases, Protein , HIV Antigens/chemistry , HIV Antigens/metabolism , HIV-1/chemistry , HIV-1/immunology , Histocompatibility Antigens Class I/metabolism , Humans , Ligands , Peptide Fragments/chemistry , Peptide Fragments/immunology , Peptide Fragments/metabolism , Proteasome Endopeptidase Complex/metabolism , Proteolysis
15.
Trends Immunol ; 35(12): 581-590, 2014 12.
Article En | MEDLINE | ID: mdl-25306219

As the key cellular effectors of adaptive immunity, T and B lymphocytes utilize specialized receptors to recognize, respond to, and neutralize a diverse array of extrinsic threats. These receptors (immunoglobulins in B lymphocytes, T cell receptors in T lymphocytes) are incredibly variable, the products of specialized genetic diversification mechanisms that generate complex lymphocyte repertoires with extensive collections of antigen specificities. Recent advances in high throughput sequencing (HTS) technologies have transformed our ability to examine antigen receptor repertoires at single nucleotide, and more recently, single cell, resolution. Here we review current approaches to examining antigen receptor repertoires by HTS, and discuss inherent biological and technical challenges. We further describe emerging applications of this powerful methodology for exploring the adaptive immune system.

16.
PLoS Comput Biol ; 9(10): e1003266, 2013 Oct.
Article En | MEDLINE | ID: mdl-24204222

T-cells have to recognize peptides presented on MHC molecules to be activated and elicit their effector functions. Several studies demonstrate that some peptides are more immunogenic than others and therefore more likely to be T-cell epitopes. We set out to determine which properties cause such differences in immunogenicity. To this end, we collected and analyzed a large set of data describing the immunogenicity of peptides presented on various MHC-I molecules. Two main conclusions could be drawn from this analysis: First, in line with previous observations, we showed that positions P4-6 of a presented peptide are more important for immunogenicity. Second, some amino acids, especially those with large and aromatic side chains, are associated with immunogenicity. This information was combined into a simple model that was used to demonstrate that immunogenicity is, to a certain extent, predictable. This model (made available at http://tools.iedb.org/immunogenicity/) was validated with data from two independent epitope discovery studies. Interestingly, with this model we could show that T-cells are equipped to better recognize viral than human (self) peptides. After the past successful elucidation of different steps in the MHC-I presentation pathway, the identification of variables that influence immunogenicity will be an important next step in the investigation of T-cell epitopes and our understanding of cellular immune responses.


Epitopes/immunology , Histocompatibility Antigens Class I/immunology , Models, Immunological , Peptides/immunology , Amino Acid Sequence , Animals , Antigens, Viral/immunology , Databases, Protein , Histocompatibility Antigens Class I/chemistry , Humans , Mice , Peptides/chemistry , T-Lymphocytes/immunology
17.
Hum Immunol ; 74(3): 290-6, 2013 Mar.
Article En | MEDLINE | ID: mdl-23232063

BACKGROUND: HLA class-I mismatches selectively induce antibody formation after kidney transplantation. The de novo development of donor-specific IgG HLA class-I antibodies may be dependent on the HLA class-II background of the patient by presenting T-helper epitopes within the recognized HLA class-I antigens. METHODS: The correlation between antibody production against mismatched donor human leukocyte antigens (HLA) class I and the number of HLA class II-restricted predicted indirectly recognizable HLA epitopes (PIRCHE-II) in the respective HLA class-I mismatches was investigated. To this end, we analyzed sera taken after nephrectomy from a cohort of 21 non-immunized individuals that received a renal transplant. RESULTS: Fourty-nine HLA class-I mismatches were found which all contained immunogenic eplets according to HLAMatchmaker. Donor specific HLA antibody responses were detected against 38 HLA class-I mismatches after nephrectomy. These mismatches were found to contain a larger number of PIRCHE-II when compared to mismatches which did not induce donor specific HLA antibodies. Most PIRCHE-II (68%) were not part of an eplet as defined by HLAMatchmaker. CONCLUSIONS: Our data suggest that presentation of donor-derived HLA class-I peptides by recipient HLA class-II molecules plays a significant role in de novo development of donor-specific IgG HLA antibodies.


Antibodies/immunology , Epitopes/immunology , HLA Antigens/immunology , HLA-DR Antigens/immunology , Kidney Transplantation/immunology , Tissue Donors , Antibodies/blood , Computer Simulation , Epitopes/chemistry , HLA Antigens/chemistry , Histocompatibility Testing , Humans , Immunoglobulin G/blood , Immunoglobulin G/immunology , Models, Molecular , Protein Structure, Tertiary
18.
PLoS Comput Biol ; 8(3): e1002412, 2012.
Article En | MEDLINE | ID: mdl-22396638

The cellular immune system screens peptides presented by host cells on MHC molecules to assess if the cells are infected. In this study we examined whether the presented peptides contain enough information for a proper self/nonself assessment by comparing the presented human (self) and bacterial or viral (nonself) peptides on a large number of MHC molecules. For all MHC molecules tested, only a small fraction of the presented nonself peptides from 174 species of bacteria and 1000 viral proteomes ([Formula: see text]0.2%) is shown to be identical to a presented self peptide. Next, we use available data on T-cell receptor-peptide-MHC interactions to estimate how well T-cells distinguish between similar peptides. The recognition of a peptide-MHC by the T-cell receptor is flexible, and as a result, about one-third of the presented nonself peptides is expected to be indistinguishable (by T-cells) from presented self peptides. This suggests that T-cells are expected to remain tolerant for a large fraction of the presented nonself peptides, which provides an explanation for the "holes in the T-cell repertoire" that are found for a large fraction of foreign epitopes. Additionally, this overlap with self increases the need for efficient self tolerance, as many self-similar nonself peptides could initiate an autoimmune response. Degenerate recognition of peptide-MHC-I complexes by T-cells thus creates large and potentially dangerous overlaps between self and nonself.


Bacterial Proteins/immunology , Epitope Mapping , HLA Antigens/immunology , Models, Immunological , Receptors, Antigen, T-Cell/immunology , Viral Proteins/immunology , Bacterial Proteins/chemistry , Binding Sites , Computer Simulation , HLA Antigens/chemistry , Models, Chemical , Protein Binding , Receptors, Antigen, T-Cell/chemistry , Viral Proteins/chemistry
19.
Eur J Immunol ; 40(10): 2699-709, 2010 Oct.
Article En | MEDLINE | ID: mdl-21038467

Distinguishing self from nonself and pathogenic from nonpathogenic is a fundamental challenge to the immune system but whether adaptive immune systems use pathogen-specific signatures to achieve this is largely unknown. By investigating the presentation of large sets of viruses and bacteria on MHC class I molecules, we analyze whether MHC-I molecules have a preference for pathogen-derived peptides. The fraction of potential MHC-I binders in different organisms can vary up to eight-fold. We find that this variation can be largely explained by G+C content differences of the organisms, which are reflected in amino acid frequencies. A significant majority of HLA-A, but not HLA-B, molecules has a preference for peptides derived from organisms with a low G+C content. Interestingly, a low G+C content seems to be a universal signature for pathogenicity. Finally, we find the same preferences in chimpanzee and rhesus macaque MHC-I molecules. These results demonstrate that despite the fast evolution of MHC-I alleles and their extreme polymorphism and diversity in peptide-binding preferences, MHC-I molecules can acquire a preference to exploit pathogen-specific signatures.


Adaptive Immunity/immunology , Antigen Presentation/genetics , Bacteria/immunology , Base Composition/immunology , HLA-A Antigens/immunology , HLA-B Antigens/immunology , Viruses/immunology , Adaptive Immunity/genetics , Amino Acid Sequence/genetics , Animals , Antigen Presentation/immunology , Bacteria/genetics , Base Composition/genetics , Epitopes/immunology , Genome, Bacterial/immunology , Genome, Viral/immunology , HLA-A Antigens/genetics , HLA-B Antigens/genetics , Humans , Macaca mulatta , Pan troglodytes , Phylogeny , Viruses/genetics
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