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1.
Cell ; 179(1): 219-235.e21, 2019 09 19.
Artigo em Inglês | MEDLINE | ID: mdl-31522890

RESUMO

Although clonal neo-antigen burden is associated with improved response to immune therapy, the functional basis for this remains unclear. Here we study this question in a novel controlled mouse melanoma model that enables us to explore the effects of intra-tumor heterogeneity (ITH) on tumor aggressiveness and immunity independent of tumor mutational burden. Induction of UVB-derived mutations yields highly aggressive tumors with decreased anti-tumor activity. However, single-cell-derived tumors with reduced ITH are swiftly rejected. Their rejection is accompanied by increased T cell reactivity and a less suppressive microenvironment. Using phylogenetic analyses and mixing experiments of single-cell clones, we dissect two characteristics of ITH: the number of clones forming the tumor and their clonal diversity. Our analysis of melanoma patient tumor data recapitulates our results in terms of overall survival and response to immune checkpoint therapy. These findings highlight the importance of clonal mutations in robust immune surveillance and the need to quantify patient ITH to determine the response to checkpoint blockade.


Assuntos
Heterogeneidade Genética/efeitos da radiação , Melanoma/genética , Melanoma/imunologia , Neoplasias Cutâneas/genética , Neoplasias Cutâneas/imunologia , Raios Ultravioleta/efeitos adversos , Animais , Carcinogênese/genética , Linhagem Celular Tumoral , Estudos de Coortes , Modelos Animais de Doenças , Feminino , Humanos , Linfócitos do Interstício Tumoral , Melanoma/mortalidade , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Endogâmicos NOD , Camundongos Knockout , Mutação/efeitos da radiação , Filogenia , Neoplasias Cutâneas/mortalidade , Taxa de Sobrevida , Linfócitos T/imunologia , Microambiente Tumoral/imunologia , Microambiente Tumoral/efeitos da radiação
2.
Cell ; 174(6): 1559-1570.e22, 2018 09 06.
Artigo em Inglês | MEDLINE | ID: mdl-30100185

RESUMO

The urea cycle (UC) is the main pathway by which mammals dispose of waste nitrogen. We find that specific alterations in the expression of most UC enzymes occur in many tumors, leading to a general metabolic hallmark termed "UC dysregulation" (UCD). UCD elicits nitrogen diversion toward carbamoyl-phosphate synthetase2, aspartate transcarbamylase, and dihydrooratase (CAD) activation and enhances pyrimidine synthesis, resulting in detectable changes in nitrogen metabolites in both patient tumors and their bio-fluids. The accompanying excess of pyrimidine versus purine nucleotides results in a genomic signature consisting of transversion mutations at the DNA, RNA, and protein levels. This mutational bias is associated with increased numbers of hydrophobic tumor antigens and a better response to immune checkpoint inhibitors independent of mutational load. Taken together, our findings demonstrate that UCD is a common feature of tumors that profoundly affects carcinogenesis, mutagenesis, and immunotherapy response.


Assuntos
Genômica , Metabolômica , Neoplasias/patologia , Ureia/metabolismo , Sistemas de Transporte de Aminoácidos Básicos/metabolismo , Animais , Aspartato Carbamoiltransferase/genética , Aspartato Carbamoiltransferase/metabolismo , Carbamoil Fosfato Sintase (Glutamina-Hidrolizante)/genética , Carbamoil Fosfato Sintase (Glutamina-Hidrolizante)/metabolismo , Linhagem Celular Tumoral , Di-Hidro-Orotase/genética , Di-Hidro-Orotase/metabolismo , Feminino , Humanos , Camundongos , Camundongos Endogâmicos C57BL , Camundongos SCID , Proteínas de Transporte da Membrana Mitocondrial , Neoplasias/metabolismo , Ornitina Carbamoiltransferase/antagonistas & inibidores , Ornitina Carbamoiltransferase/genética , Ornitina Carbamoiltransferase/metabolismo , Fosforilação/efeitos dos fármacos , Pirimidinas/biossíntese , Pirimidinas/química , Interferência de RNA , RNA Interferente Pequeno/metabolismo , Sirolimo/farmacologia , Serina-Treonina Quinases TOR/antagonistas & inibidores , Serina-Treonina Quinases TOR/metabolismo
3.
Nature ; 592(7852): 138-143, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33731925

RESUMO

A variety of species of bacteria are known to colonize human tumours1-11, proliferate within them and modulate immune function, which ultimately affects the survival of patients with cancer and their responses to treatment12-14. However, it is not known whether antigens derived from intracellular bacteria are presented by the human leukocyte antigen class I and II (HLA-I and HLA-II, respectively) molecules of tumour cells, or whether such antigens elicit a tumour-infiltrating T cell immune response. Here we used 16S rRNA gene sequencing and HLA peptidomics to identify a peptide repertoire derived from intracellular bacteria that was presented on HLA-I and HLA-II molecules in melanoma tumours. Our analysis of 17 melanoma metastases (derived from 9 patients) revealed 248 and 35 unique HLA-I and HLA-II peptides, respectively, that were derived from 41 species of bacteria. We identified recurrent bacterial peptides in tumours from different patients, as well as in different tumours from the same patient. Our study reveals that peptides derived from intracellular bacteria can be presented by tumour cells and elicit immune reactivity, and thus provides insight into a mechanism by which bacteria influence activation of the immune system and responses to therapy.


Assuntos
Antígenos de Bactérias/análise , Antígenos de Bactérias/imunologia , Bactérias/imunologia , Antígenos HLA/imunologia , Melanoma/imunologia , Melanoma/microbiologia , Peptídeos/análise , Peptídeos/imunologia , Apresentação de Antígeno , Bactérias/classificação , Bactérias/genética , Linhagem Celular Tumoral , Técnicas de Cocultura , Antígenos HLA/análise , Humanos , Linfócitos do Interstício Tumoral/citologia , Linfócitos do Interstício Tumoral/imunologia , Melanoma/patologia , Metástase Neoplásica/imunologia , Filogenia , RNA Ribossômico 16S/genética
4.
Mol Cell Proteomics ; 20: 100105, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34087483

RESUMO

A subset of class I major histocompatibility complex (MHC)-bound peptides is produced from immature proteins that are rapidly degraded after synthesis. These defective ribosomal products (DRiPs) have been implicated in early alert of the immune system about impending infections. Interferons are important cytokines, produced in response to viral infection, that modulate cellular metabolism and gene expression patterns, increase the presentation of MHC molecules, and induce rapid degradation of proteins and cell-surface presentation of their derived MHC peptides, thereby contributing to the battle against pathogen infections. This study evaluated the role of interferons in the induction of rapid degradation of DRiPs to modulate the repertoire of DRiP-derived MHC peptides. Cultured human breast cancer cells were treated with interferons, and the rates of synthesis and degradation of cellular protein and their degradation products were determined by LC-MS/MS analysis, following the rates of incorporation of heavy stable isotope-labeled amino acids (dynamic stable isotope labeling by amino acids in cell culture, dynamic SILAC) at several time points after the interferon application. Large numbers of MHC peptides that incorporated the heavy amino acids faster than their source proteins indicated that DRiP peptides were abundant in the MHC peptidome; interferon treatment increased by about twofold their relative proportions in the peptidome. Such typical DRiP-derived MHC peptides were from the surplus subunits of the proteasome and ribosome, which are degraded because of the transition to immunoproteasomes and a new composition of ribosomes incorporating protein subunits that are induced by the interferon. We conclude that degradation of surplus subunits induced by the interferon is a major source for DRiP-MHC peptides, a phenomenon relevant to coping with viral infections, where a rapid presentation of MHC peptides derived from excess viral proteins may help alert the immune system about the impending infection.


Assuntos
Antígenos HLA/metabolismo , Interferons/metabolismo , Peptídeos/metabolismo , Ribossomos/metabolismo , Humanos , Marcação por Isótopo , Células MCF-7 , Complexo de Endopeptidases do Proteassoma/metabolismo , Proteínas Ribossômicas/metabolismo
5.
Biomacromolecules ; 23(9): 3713-3727, 2022 09 12.
Artigo em Inglês | MEDLINE | ID: mdl-35947777

RESUMO

Amyloid protein fibrils and some antimicrobial peptides (AMPs) share biophysical and structural properties. This observation suggests that ordered self-assembly can act as an AMP-regulating mechanism, and, vice versa, that human amyloids play a role in host defense against pathogens, as opposed to their common association with neurodegenerative and systemic diseases. Based on previous structural information on toxic amyloid peptides, we developed a sequence-based bioinformatics platform and, led by its predictions, experimentally identified 14 fibril-forming AMPs (ffAMPs) from living organisms, which demonstrated cross-ß and cross-α amyloid properties. The results support the amyloid-antimicrobial link. The high prevalence of ffAMPs produced by amphibians and marine creatures among other species suggests that they confer unique advantageous properties in distinctive environments, potentially providing stability and adherence properties. Most of the newly identified 14 ffAMPs showed lipid-induced and/or time-dependent secondary structure transitions in the fibril form, indicating structural and functional cross-α/ß chameleons. Specifically, ffAMP cytotoxicity against human cells correlated with the inherent or lipid-induced α-helical fibril structure. The findings raise hypotheses about the role of fibril secondary structure switching in regulation of processes, such as the transition between a stable storage conformation and an active state with toxicity against specific cell types.


Assuntos
Peptídeos beta-Amiloides , Amiloidose , Amiloide/química , Peptídeos Antimicrobianos , Humanos , Lipídeos , Estrutura Secundária de Proteína
6.
Mol Cell Proteomics ; 19(6): 994-1004, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-32265295

RESUMO

The HLA-B*27:05 allele and the endoplasmic reticulum-resident aminopeptidases are strongly associated with AS, a chronic inflammatory spondyloarthropathy. This study examined the effect of ERAP2 in the generation of the natural HLA-B*27:05 ligandome in live cells. Complexes of HLA-B*27:05-bound peptide pools were isolated from human ERAP2-edited cell clones, and the peptides were identified using high-throughput mass spectrometry analyses. The relative abundance of a thousand ligands was established by quantitative tandem mass spectrometry and bioinformatics analysis. The residue frequencies at different peptide position, identified in the presence or absence of ERAP2, determined structural features of ligands and their interactions with specific pockets of the antigen-binding site of the HLA-B*27:05 molecule. Sequence alignment of ligands identified with species of bacteria associated with HLA-B*27-dependent reactive arthritis was performed. In the absence of ERAP2, peptides with N-terminal basic residues and minority canonical P2 residues are enriched in the natural ligandome. Further, alterations of residue frequencies and hydrophobicity profile at P3, P7, and PΩ positions were detected. In addition, several ERAP2-dependent cellular peptides were highly similar to protein sequences of arthritogenic bacteria, including one human HLA-B*27:05 ligand fully conserved in a protein from Campylobacter jejuni These findings highlight the pathogenic role of this aminopeptidase in the triggering of AS autoimmune disease.


Assuntos
Aminopeptidases/metabolismo , Retículo Endoplasmático/metabolismo , Antígeno HLA-B27/metabolismo , Peptídeos/metabolismo , Espondilite Anquilosante/metabolismo , Alelos , Sequência de Aminoácidos , Aminopeptidases/genética , Campylobacter jejuni/genética , Linhagem Celular , Biologia Computacional , Retículo Endoplasmático/enzimologia , Retículo Endoplasmático/genética , Técnicas de Inativação de Genes , Antígeno HLA-B27/química , Antígeno HLA-B27/genética , Ensaios de Triagem em Larga Escala , Humanos , Interações Hidrofóbicas e Hidrofílicas , Ligantes , Proteoma/metabolismo , Alinhamento de Sequência , Espondilite Anquilosante/enzimologia , Espondilite Anquilosante/genética , Espectrometria de Massas em Tandem
7.
Mol Cell Proteomics ; 19(8): 1360-1374, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32451349

RESUMO

Personalized cancer immunotherapy targeting patient-specific cancer/testis antigens (CTA) and neoantigens may benefit from large-scale tumor human leukocyte antigen (HLA) peptidome (immunopeptidome) analysis, which aims to accurately identify antigens presented by tumor cells. Although significant efforts have been invested in analyzing the HLA peptidomes of fresh tumors, it is often impossible to obtain sufficient volumes of tumor tissues for comprehensive HLA peptidome characterization. This work attempted to overcome some of these obstacles by using patient-derived xenograft tumors (PDX) in mice as the tissue sources for HLA peptidome analysis. PDX tumors provide a proxy for the expansion of the patient tumor by re-grafting them through several passages to immune-compromised mice. The HLA peptidomes of human biopsies were compared with those derived from PDX tumors. Larger HLA peptidomes were obtained from the significantly larger PDX tumors as compared with the patient biopsies. The HLA peptidomes of different PDX tumors derived from the same source tumor biopsy were very reproducible, even following subsequent passages to new naïve mice. Many CTA-derived HLA peptides were discovered, as well as several potential neoantigens/variant sequences. Taken together, the use of PDX tumors for HLA peptidome analysis serves as a highly expandable and stable source of reproducible and authentic peptidomes, opening up new opportunities for defining large HLA peptidomes when only small tumor biopsies are available. This approach provides a large source for tumor antigens identification, potentially useful for personalized immunotherapy.


Assuntos
Antígenos de Neoplasias/metabolismo , Antígenos HLA/metabolismo , Peptídeos/metabolismo , Proteoma/metabolismo , Ensaios Antitumorais Modelo de Xenoenxerto , Animais , Biópsia , Análise por Conglomerados , Feminino , Humanos , Masculino , Camundongos , Mutação/genética
8.
Mol Cell Proteomics ; 18(11): 2298-2309, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31530632

RESUMO

HLA-B*40:02 is one of a few major histocompatibility complex class I (MHC-I) molecules associated with ankylosing spondylitis (AS) independently of HLA-B*27. The endoplasmic reticulum aminopeptidase 2 (ERAP2), an enzyme that process MHC-I ligands and preferentially trims N-terminal basic residues, is also a risk factor for this disease. Like HLA-B*27 and other AS-associated MHC-I molecules, HLA-B*40:02 binds a relatively high percentage of peptides with ERAP2-susceptible residues. In this study, the effects of ERAP2 depletion on the HLA-B*40:02 peptidome were analyzed. ERAP2 protein expression was knocked out by CRISPR in the transfectant cell line C1R-B*40:02, and the differences between the peptidomes from the wild-type and ERAP2-KO cells were determined by label-free quantitative comparisons. The qualitative changes dependent on ERAP2 affected about 5% of the peptidome, but quantitative changes in peptide amounts were much more substantial, reflecting a significant influence of this enzyme on the generation/destruction balance of HLA-B*40:02 ligands. As in HLA-B*27, a major effect was on the frequencies of N-terminal residues. In this position, basic and small residues were increased, and aliphatic/aromatic ones decreased in the ERAP2 knockout. Other peptide positions were also affected. Because most of the non-B*27 MHC-I molecules associated with AS risk bind a relatively high percentage of peptides with N-terminal basic residues, we hypothesize that the non-epistatic association of ERAP2 with AS might be related to the processing of peptides with these residues, thus affecting the peptidomes of AS-associated MHC-I molecules.


Assuntos
Aminopeptidases/metabolismo , Antígenos HLA-B/metabolismo , Antígeno HLA-B27/metabolismo , Fragmentos de Peptídeos/metabolismo , Proteoma/análise , Espondilite Anquilosante/patologia , Aminopeptidases/antagonistas & inibidores , Aminopeptidases/genética , Sistemas CRISPR-Cas , Humanos , Ligação Proteica , Espondilite Anquilosante/metabolismo
9.
Mol Cell Proteomics ; 18(8): 1491-1510, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-31092671

RESUMO

The endoplasmic reticulum aminopeptidases ERAP1 and ERAP2 trim peptides to be loaded onto HLA molecules, including the main risk factor for Behçet's disease HLA-B*51. ERAP1 is also a risk factor among HLA-B*51-positive individuals, whereas no association is known with ERAP2. This study addressed the mutual relationships between both enzymes in the processing of an HLA-bound peptidome, interrogating their differential association with Behçet's disease. CRISPR/Cas9 was used to generate knock outs of ERAP1, ERAP2 or both from transfectant 721.221-HLA-B*51:01 cells. The surface expression of HLA-B*51 was reduced in all cases. The effects of depleting each or both enzymes on the B*51:01 peptidome were analyzed by quantitative label-free mass spectrometry. Substantial quantitative alterations of peptide length, subpeptidome balance, N-terminal residue usage, affinity and presentation of noncanonical ligands were observed. These effects were often different in the presence or absence of the other enzyme, revealing their mutual dependence. In the absence of ERAP1, ERAP2 showed similar and significant processing of B*51:01 ligands, indicating functional redundancy. The high overlap between the peptidomes of wildtype and double KO cells indicates that a large majority of B*51:01 ligands are present in the ER even in the absence of ERAP1/ERAP2. These results indicate that both enzymes have distinct, but complementary and partially redundant effects on the B*51:01 peptidome, leading to its optimization and maximal surface expression. The distinct effects of both enzymes on the HLA-B*51 peptidome provide a basis for their differential association with Behçet's disease and suggest a pathogenetic role of the B*51:01 peptidome.


Assuntos
Aminopeptidases/metabolismo , Antígenos HLA-B/metabolismo , Antígenos de Histocompatibilidade Menor/metabolismo , Peptídeos/metabolismo , Aminopeptidases/genética , Síndrome de Behçet/metabolismo , Linhagem Celular , Antígenos HLA-B/genética , Humanos , Antígenos de Histocompatibilidade Menor/genética , Proteoma
10.
Mol Cell Proteomics ; 18(6): 1255-1268, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-31154438

RESUMO

Glioblastoma multiforme (GBM) is the most aggressive brain tumor with poor prognosis to most patients. Immunotherapy of GBM is a potentially beneficial treatment option, whose optimal implementation may depend on familiarity with tumor specific antigens, presented as HLA peptides by the GBM cells. Further, early detection of GBM, such as by a routine blood test, may improve survival, even with the current treatment modalities. This study includes large-scale analyses of the HLA peptidome (immunopeptidome) of the plasma-soluble HLA molecules (sHLA) of 142 plasma samples, and the membranal HLA of GBM tumors of 10 of these patients' tumor samples. Tumor samples were fresh-frozen immediately after surgery and the plasma samples were collected before, and at multiple visits after surgery. In total, this HLA peptidome analysis involved 52 different HLA allotypes and resulted in the identification of more than 35,000 different HLA peptides. Strong correlations were observed in the signal intensities and in the repertoires of identified peptides between the tumors and plasma-soluble HLA peptidomes of the individual patients, whereas low correlations were observed between these HLA peptidomes and the tumors' proteomes. HLA peptides derived from Cancer/Testis Antigens (CTAs) were selected based on their presence among the HLA peptidomes of the patients and absence of expression of their source genes from any healthy and essential human tissues, except from immune-privileged sites. Additionally, peptides were selected as potential biomarkers if their levels in the plasma-sHLA peptidome were significantly reduced after the removal of tumor mass. The CTAs identified among the analyzed HLA peptidomes provide new opportunities for personalized immunotherapy and for early diagnosis of GBM.


Assuntos
Antígenos de Neoplasias/sangue , Neoplasias Encefálicas/sangue , Glioblastoma/sangue , Antígenos de Histocompatibilidade Classe I/sangue , Peptídeos/sangue , Proteoma/metabolismo , Alelos , Biomarcadores Tumorais/sangue , Neoplasias Encefálicas/cirurgia , Glioblastoma/cirurgia , Humanos
11.
Mol Cell Proteomics ; 17(7): 1308-1323, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29632046

RESUMO

The Endoplasmic reticulum aminopeptidase I (ERAP1) trims peptides to their optimal size for binding to Major Histocompatibility Complex class I proteins. The natural polymorphism of this enzyme is associated with ankylosing spondylitis (AS) in epistasis with the major risk factor for this disease, HLA-B*27, suggesting a direct relationship between AS and HLA-B*27-bound peptides. Three polymorphisms that affect peptide trimming protect from AS: K528R, D575N/R725Q, and Q730E. We characterized and ranked the effects of each mutation, and their various combinations, by quantitative comparisons of the HLA-B*27 peptidomes from cells expressing distinct ERAP1 variants. Five features were examined: peptide length, N-terminal flanking residues, N-terminal residues of the natural ligands, internal sequences and affinity for B*27:05. Polymorphism at residue 528 showed the largest influence, affecting all five features regardless of peptide length. D575N/R725Q showed a much smaller effect. Yet, when co-occurring with K528R, it further decreased ERAP1 activity. Polymorphism at residue 730 showed a significant influence on peptide length, because of distinct effects on trimming of nonamers compared with longer peptides. Accordingly, multiple features were affected by the Q730E mutation in a length-dependent way. The alterations induced in the B*27:05 peptidome by natural ERAP1 variants with different K528R/Q730E combinations reflected separate and additive effects of both mutations. Thus, the influence of ERAP1 on HLA-B*27 is very diverse at the population level, because of the multiplicity and complexity of ERAP1 variants, and to the distinct effects of their co-occurring polymorphisms, leading to significant modulation of disease risk among HLA-B*27-positive individuals.


Assuntos
Aminopeptidases/genética , Antígeno HLA-B27/metabolismo , Antígenos de Histocompatibilidade Menor/genética , Peptídeos/metabolismo , Polimorfismo de Nucleotídeo Único/genética , Proteoma/metabolismo , Espondilite Anquilosante/genética , Linhagem Celular , Humanos , Ligantes , Fenótipo
12.
Mol Cell Proteomics ; 17(8): 1564-1577, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29769354

RESUMO

Virtually all patients of the rare inflammatory eye disease birdshot chorioretinopathy (BSCR) carry the HLA-A*29:02 allele. BSCR is also associated with endoplasmic reticulum aminopeptidase 2 (ERAP2), an enzyme involved in processing HLA class I ligands, thus implicating the A*29:02 peptidome in this disease. To investigate the relationship between both risk factors we employed label-free quantitative mass spectrometry to characterize the effects of ERAP2 on the A*29:02-bound peptidome. An ERAP2-negative cell line was transduced with lentiviral constructs containing GFP-ERAP2 or GFP alone, and the A*29:02 peptidomes from both transduced cells were compared. A similar analysis was performed with two additional A*29:02-positive, ERAP1-concordant, cell lines expressing or not ERAP2. In both comparisons the presence of ERAP2 affected the following features of the A*29:02 peptidome: 1) Length, with increased amounts of peptides >9-mers, and 2) N-terminal residues, with less ERAP2-susceptible and more hydrophobic ones. The paradoxical effects on peptide length suggest that unproductive binding to ERAP2 might protect some peptides from ERAP1 over-trimming. The influence on N-terminal residues can be explained by a direct effect of ERAP2 on trimming, without ruling out and improved processing in concert with ERAP1. The alterations in the A*29:02 peptidome suggest that the association of ERAP2 with BSCR is through its effects on peptide processing. These differ from those on the ankylosing spondylitis-associated HLA-B*27. Thus, ERAP2 alters the peptidome of distinct HLA molecules as a function of their specific binding preferences, influencing different pathological outcomes in an allele-dependent way.


Assuntos
Alelos , Aminopeptidases/genética , Coriorretinite/genética , Predisposição Genética para Doença , Antígenos HLA-A/genética , Peptídeos/metabolismo , Proteoma/genética , Aminopeptidases/química , Aminopeptidases/metabolismo , Coriorretinopatia de Birdshot , Linhagem Celular , Humanos , Interações Hidrofóbicas e Hidrofílicas , Ligantes
13.
Mol Cell Proteomics ; 17(11): 2132-2145, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-30072578

RESUMO

Glioblastoma multiforme (GBM) is the most aggressive brain tumor with poor prognosis to most patients. Immunotherapy of GBM is a potentially beneficial treatment option, whose optimal implementation may depend on familiarity with tumor specific antigens, presented as HLA peptides by the GBM cells. Furthermore, early detection of GBM, such as by a routine blood test, may improve survival, even with the current treatment modalities. This study includes large-scale analyses of the HLA peptidome (immunopeptidome) of the plasma-soluble HLA molecules (sHLA) of 142 plasma samples, and the membranal HLA of GBM tumors of 10 of these patients' tumor samples. Tumor samples were fresh-frozen immediately after surgery and the plasma samples were collected before, and at multiple visits after surgery. In total, this HLA peptidome analysis involved 52 different HLA allotypes and resulted in the identification of more than 35,000 different HLA peptides. Strong correlations were observed in the signal intensities and in the repertoires of identified peptides between the tumors and plasma-soluble HLA peptidomes of the individual patients, whereas low correlations were observed between these HLA peptidomes and the tumors' proteomes. HLA peptides derived from Cancer/Testis Antigens (CTAs) were selected based on their presence among the HLA peptidomes of the patients and absence of expression of their source genes from any healthy and essential human tissues, except from immune-privileged sites. Additionally, peptides were selected as potential biomarkers if their levels in the plasma-sHLA peptidome were significantly reduced after the removal of tumor mass. The CTAs identified among the analyzed HLA peptidomes provide new opportunities for personalized immunotherapy and for early diagnosis of GBM.


Assuntos
Antígenos de Neoplasias/sangue , Glioblastoma/sangue , Antígenos HLA/metabolismo , Peptídeos/metabolismo , Proteoma/metabolismo , Alelos , Sequência de Aminoácidos , Antígenos de Neoplasias/metabolismo , Biomarcadores Tumorais/sangue , Membrana Celular/metabolismo , Glioblastoma/cirurgia , Humanos , Peptídeos/sangue , Peptídeos/química , Solubilidade
14.
J Proteome Res ; 18(9): 3512-3520, 2019 09 06.
Artigo em Inglês | MEDLINE | ID: mdl-31361958

RESUMO

Peptides generated by proteases in the cytosol must be translocated to endoplasmic reticulum lumen by the transporter associated with antigen processing (TAP) prior to their assembly with major histocompatibility complex (MHC) class I molecules. Nonfunctional TAP complexes produce a drastic decrease of the MHC class I/peptide complexes presented on the cell surface. Previously, the cellular MHC class I ligandome from TAP-deficient cell lines was determined, but similar analysis from normal tissues remains incomplete. Using high-throughput mass spectrometry to analyze the MHC-bound peptide pools isolated from ex vivo spleen cells of TAP-deficient mice, we identified 210 TAP-independent ligands naturally presented by murine MHC class I molecules. This ligandome showed increased peptide lengths, presence of multiple nested set peptides, and low theoretical MHC binding affinity. The gene ontology enrichment analysis of parental proteins of this TAP-independent subligandome showed almost exclusively enrichment in tissue-specific biological processes related to the immune system as would be expected. Also, cellular components of the extracellular space (namely proteins outside the cell but still within the organism excluding the extracellular matrix) were specifically associated with TAP-independent antigen processing from these ex vivo mice cells. In addition, functional protein association network analysis revealed low protein-protein interactions between parental proteins from the TAP-independent ligandome. Finally, predominant endoproteolytic peptidase specificity for Leu/Phe residues in the P1 position of the scissile bond at both ligand termini was found for the ex vivo TAP-independent ligands. These data indicate that the TAP-independent ligandome from ex vivo cells derives from a more diverse collection of both endoprotease activities and parental proteins and where the cell origin and contribution of the extracellular environment are more relevant than in its equivalent cell lines.


Assuntos
Antígenos de Histocompatibilidade Classe I/genética , Ligantes , Peptídeos/genética , Baço/metabolismo , Animais , Apresentação de Antígeno/genética , Apresentação de Antígeno/imunologia , Citosol/metabolismo , Retículo Endoplasmático/genética , Antígenos de Histocompatibilidade Classe I/metabolismo , Humanos , Camundongos , Peptídeos/isolamento & purificação , Ligação Proteica/genética , Transporte Proteico/genética , Proteólise , Baço/química
15.
J Proteome Res ; 18(3): 900-911, 2019 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-30629447

RESUMO

Protective cellular and humoral immune responses require previous recognition of viral antigenic peptides complexed with human leukocyte antigen (HLA) class II molecules on the surface of the antigen presenting cells. The HLA class II-restricted immune response is important for the control and the clearance of poxvirus infection including vaccinia virus (VACV), the vaccine used in the worldwide eradication of smallpox. In this study, a mass spectrometry analysis was used to identify VACV ligands bound to HLA-DR and -DP class II molecules present on the surface of VACV-infected cells. Twenty-six naturally processed viral ligands among the tens of thousands of cell peptides bound to HLA class II proteins were identified. These viral ligands arose from 19 parental VACV proteins: A4, A5, A18, A35, A38, B5, B13, D1, D5, D7, D12, D13, E3, E8, H5, I2, I3, J2, and K2. The majority of these VACV proteins yielded one HLA ligand and were generated mainly, but not exclusively, by the classical HLA class II antigen processing pathway. Medium-sized and abundant proteins from the virion core and/or involved in the viral gene expression were the major source of VACV ligands bound to HLA-DR and -DP class II molecules. These findings will help to understand the effectiveness of current poxvirus-based vaccines and will be important in the design of new ones.


Assuntos
Antígenos de Histocompatibilidade Classe II/metabolismo , Ligantes , Proteômica/métodos , Vaccinia virus/química , Proteínas Estruturais Virais , Vírion/química , Células Cultivadas , Expressão Gênica , Humanos , Espectrometria de Massas , Poxviridae/imunologia , Vacínia/imunologia , Proteínas Virais/imunologia , Proteínas Estruturais Virais/imunologia , Vacinas Virais
16.
Cancer Immunol Immunother ; 68(8): 1245-1261, 2019 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-31222486

RESUMO

The efficacy of cancer immunotherapy, including treatment with immune-checkpoint inhibitors, often is limited by ineffective presentation of antigenic peptides that elicit T-cell-mediated anti-tumor cytotoxic responses. Manipulation of antigen presentation pathways is an emerging approach for enhancing the immunogenicity of tumors in immunotherapy settings. ER aminopeptidase 1 (ERAP1) is an intracellular enzyme that trims peptides as part of the system that generates peptides for binding to MHC class I molecules (MHC-I). We hypothesized that pharmacological inhibition of ERAP1 in cells could regulate the cellular immunopeptidome. To test this hypothesis, we treated A375 melanoma cells with a recently developed potent ERAP1 inhibitor and analyzed the presented MHC-I peptide repertoire by isolating MHC-I, eluting bound peptides, and identifying them using capillary chromatography and tandem mass spectrometry (LC-MS/MS). Although the inhibitor did not reduce cell-surface MHC-I expression, it induced qualitative and quantitative changes in the presented peptidomes. Specifically, inhibitor treatment altered presentation of about half of the total 3204 identified peptides, including about one third of the peptides predicted to bind tightly to MHC-I. Inhibitor treatment altered the length distribution of eluted peptides without change in the basic binding motifs. Surprisingly, inhibitor treatment enhanced the average predicted MHC-I binding affinity, by reducing presentation of sub-optimal long peptides and increasing presentation of many high-affinity 9-12mers, suggesting that baseline ERAP1 activity in this cell line is destructive for many potential epitopes. Our results suggest that chemical inhibition of ERAP1 may be a viable approach for manipulating the immunopeptidome of cancer.


Assuntos
Aminopeptidases/metabolismo , Antígenos de Neoplasias/metabolismo , Antineoplásicos/farmacologia , Vacinas Anticâncer/imunologia , Epitopos de Linfócito T/metabolismo , Imunoterapia/métodos , Melanoma/tratamento farmacológico , Antígenos de Histocompatibilidade Menor/metabolismo , Peptídeos/metabolismo , Inibidores de Proteases/farmacologia , Linfócitos T Citotóxicos/imunologia , Aminopeptidases/antagonistas & inibidores , Apresentação de Antígeno , Antígenos de Neoplasias/genética , Antígenos de Neoplasias/imunologia , Linhagem Celular Tumoral , Citotoxicidade Imunológica , Epitopos de Linfócito T/genética , Epitopos de Linfócito T/imunologia , Antígenos HLA/metabolismo , Antígenos de Histocompatibilidade Classe I/metabolismo , Humanos , Imunogenicidade da Vacina , Ativação Linfocitária , Terapia de Alvo Molecular , Peptídeos/genética , Peptídeos/imunologia , Ligação Proteica
17.
Mol Cell Proteomics ; 16(4): 642-662, 2017 04.
Artigo em Inglês | MEDLINE | ID: mdl-28188227

RESUMO

HLA-B27 is a class I major histocompatibility (MHC-I) allele that confers susceptibility to the rheumatic disease ankylosing spondylitis (AS) by an unknown mechanism. ERAP1 is an aminopeptidase that trims peptides in the endoplasmic reticulum for binding to MHC-I molecules. ERAP1 shows genetic epistasis with HLA-B27 in conferring susceptibility to AS. Male HLA-B27 transgenic rats develop arthritis and serve as an animal model of AS, whereas female B27 transgenic rats remain healthy. We used large scale quantitative mass spectrometry to identify over 15,000 unique HLA-B27 peptide ligands, isolated after immunoaffinity purification of the B27 molecules from the spleens of HLA-B27 transgenic rats. Heterozygous deletion of Erap1, which reduced the Erap1 level to less than half, had no qualitative or quantitative effects on the B27 peptidome. Homozygous deletion of Erap1 affected approximately one-third of the B27 peptidome but left most of the B27 peptidome unchanged, suggesting the possibility that some of the HLA-B27 immunopeptidome is not processed in the presence of Erap1. Deletion of Erap1 was permissive for the AS-like phenotype, increased mean peptide length and increased the frequency of C-terminal hydrophobic residues and of N-terminal Ala, Ser, or Lys. The presence of Erap1 increased the frequency of C-terminal Lys and Arg, of Glu and Asp at intermediate residues, and of N-terminal Gly. Several peptides of potential interest in AS pathogenesis, previously identified in human cell lines, were isolated. However, rats susceptible to arthritis had B27 peptidomes similar to those of non-susceptible rats, and no peptides were found to be uniquely associated with arthritis. Whether specific B27-bound peptides are required for AS pathogenesis remains to be determined. Data are available via ProteomeXchange with identifier PXD005502.


Assuntos
Aminopeptidases/genética , Deleção de Genes , Antígeno HLA-B27/metabolismo , Peptídeos/análise , Proteômica/métodos , Espondilite Anquilosante/genética , Animais , Modelos Animais de Doenças , Feminino , Predisposição Genética para Doença , Antígeno HLA-B27/genética , Humanos , Masculino , Espectrometria de Massas , Mapas de Interação de Proteínas , Ratos , Ratos Transgênicos , Espondilite Anquilosante/metabolismo
18.
Proteomics ; 18(12): e1700248, 2018 06.
Artigo em Inglês | MEDLINE | ID: mdl-29707912

RESUMO

While antigen processing and presentation (APP) by the major histocompatibility complex class I (MHC-I) molecules have been extensively studied, a question arises as to whether the level of MHC-I expression is limited by the supply of peptide-receptive (empty) MHC molecules, or by the availability of peptide ligands for loading. To this end, the effect of interferons (IFNs) on the MHC peptidomes of human breast cancer cells (MCF-7) were evaluated. Although all four HLA allotypes of the MCF-7 cells (HLA-A*02:01, B*18, B*44, and C*5) present peptides of similar lengths and C-termini, which should be processed similarly by the proteasome and by the APP chaperones, the IFNs induced differential modulation of the HLA-A, B, and C peptidomes. In addition, overexpression of recombinant soluble HLA-A*02:01, introduced to compete with the identical endogenous membrane-bound HLA-A*02:01 for peptides of the MCF-7 cells, did not alter the expression level or the presented peptidome of the membrane-bound HLA-A*02:01. Taken together, these results indicate that a surplus supply of peptides is available inside the ER for loading onto the MHC-I peptide-receptive molecules, and that cell surface MHC-I expression is likely limited by the availability of empty MHC molecules.


Assuntos
Apresentação de Antígeno/imunologia , Neoplasias da Mama/metabolismo , Membrana Celular/metabolismo , Antígenos de Histocompatibilidade Classe I/metabolismo , Fragmentos de Peptídeos/metabolismo , Neoplasias da Mama/imunologia , Neoplasias da Mama/patologia , Proliferação de Células , Feminino , Antígenos de Histocompatibilidade Classe I/imunologia , Humanos , Ligantes , Células MCF-7 , Fragmentos de Peptídeos/imunologia , Ligação Proteica
19.
Proteomics ; 18(9): e1700249, 2018 05.
Artigo em Inglês | MEDLINE | ID: mdl-29393594

RESUMO

The HLA-B*27 peptidome has drawn significant attention due to the genetic association between some of the HLA-B*27 alleles and the inflammatory rheumatic disease ankylosing spondylitis (AS), for which a comprehensive biological explanation is still lacking. This study aims to expand the known limits of the HLA-B*27 peptidome to facilitate selection and testing of new peptides, possibly involved in the disease. The HLA peptidomes of HeLa and C1R cell lines stably transfected with the AS-associated HLA-B*27:05 allele, the nonassociated HLA-B*27:09 allele, or their cysteine 67 to serine mutants (C67S), are analyzed on a very large scale. In addition, the peptidomes of HLA-B*27:05 and HLA-B*27:05-C67S are analyzed from the spleens of rats transgenic for these alleles. The results indicate that C67S mutation increases the percentage of peptides with glutamine or lysine at their P2 position (P2-Lys), in both HLA-B*27:05 and HLA-B*27:09. Furthermore, a small fraction of HLA-B*27 peptides contains lysine at their second position (P2), in addition to the more commonly found peptides with arginine (P2-Arg) or the less common glutamine (P2-Gln) located at this anchor position. Overall these data indicate that peptides with P2-Lys should be considered as real ligands of HLA-B*27 molecules and taken into account while looking for putative peptides implicated in the AS.


Assuntos
Antígeno HLA-B27/metabolismo , Lisina/metabolismo , Fragmentos de Peptídeos/metabolismo , Proteômica/métodos , Alelos , Animais , Antígeno HLA-B27/genética , Células HeLa , Humanos , Ligantes , Mutação , Ratos
20.
J Biol Chem ; 292(23): 9680-9689, 2017 06 09.
Artigo em Inglês | MEDLINE | ID: mdl-28446606

RESUMO

A low-activity variant of endoplasmic reticulum aminopeptidase 1 (ERAP1), Hap10, is associated with the autoinflammatory disorder Behçet's disease (BD) in epistasis with HLA-B*51, which is the main risk factor for this disorder. The role of Hap10 in BD pathogenesis is unknown. We sought to define the effects of Hap10 on the HLA-B*51 peptidome and to distinguish these effects from those due to HLA-B*51 polymorphisms unrelated to disease. The peptidome of the BD-associated HLA-B*51:08 subtype expressed in a Hap10-positive cell line was isolated, characterized by mass spectrometry, and compared with the HLA-B*51:01 peptidome from cells expressing more active ERAP1 allotypes. We additionally performed synthetic peptide digestions with recombinant ERAP1 variants and estimated peptide-binding affinity with standard algorithms. In the BD-associated ERAP1 context of B*51:08, longer peptides were generated; of the two major HLA-B*51 subpeptidomes with Pro-2 and Ala-2, the former one was significantly reduced, and the latter was increased and showed more ERAP1-susceptible N-terminal residues. These effects were readily explained by the low activity of Hap10 and the differential susceptibility of X-Pro and X-Ala bonds to ERAP1 trimming and together resulted in a significantly altered peptidome with lower affinity. The differences due to ERAP1 were clearly distinguished from those due to HLA-B*51 subtype polymorphism, which affected residue frequencies at internal positions of the peptide ligands. The alterations in the nature and affinity of HLA-B*51·peptide complexes probably affect T-cell and natural killer cell recognition, providing a sound basis for the joint association of ERAP1 and HLA-B*51 with BD.


Assuntos
Aminopeptidases/imunologia , Síndrome de Behçet/imunologia , Antígeno HLA-B51/imunologia , Antígenos de Histocompatibilidade Menor/imunologia , Peptídeos/imunologia , Polimorfismo Genético/imunologia , Aminopeptidases/genética , Síndrome de Behçet/genética , Linhagem Celular , Antígeno HLA-B51/genética , Humanos , Células Matadoras Naturais/imunologia , Antígenos de Histocompatibilidade Menor/genética , Peptídeos/genética , Domínios Proteicos , Linfócitos T/imunologia
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