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1.
Nature ; 623(7988): 820-827, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37938771

RESUMO

The majority of oncogenic drivers are intracellular proteins, constraining their immunotherapeutic targeting to mutated peptides (neoantigens) presented by individual human leukocyte antigen (HLA) allotypes1. However, most cancers have a modest mutational burden that is insufficient for generating responses using neoantigen-based therapies2,3. Neuroblastoma is a paediatric cancer that harbours few mutations and is instead driven by epigenetically deregulated transcriptional networks4. Here we show that the neuroblastoma immunopeptidome is enriched with peptides derived from proteins essential for tumorigenesis. We focused on targeting the unmutated peptide QYNPIRTTF discovered on HLA-A*24:02, which is derived from the neuroblastoma-dependency gene and master transcriptional regulator PHOX2B. To target QYNPIRTTF, we developed peptide-centric chimeric antigen receptors (PC-CARs) through a counter panning strategy using predicted potentially cross-reactive peptides. We further proposed that PC-CARs can recognize peptides on additional HLA allotypes when presenting a similar overall molecular surface. Informed by our computational modelling results, we show that PHOX2B PC-CARs also recognize QYNPIRTTF presented by HLA-A*23:01, the most common non-A2 allele in people with African ancestry. Finally, we demonstrate potent and specific killing of neuroblastoma cells expressing these HLAs in vitro and complete tumour regression in mice. These data suggest that PC-CARs have the potential to expand the pool of immunotherapeutic targets to include non-immunogenic intracellular oncoproteins and allow targeting through additional HLA allotypes in a clinical setting.


Assuntos
Antígenos de Neoplasias , Neuroblastoma , Proteínas Oncogênicas , Peptídeos , Receptores de Antígenos Quiméricos , Animais , Humanos , Camundongos , África/etnologia , Alelos , Sequência de Aminoácidos , Carcinogênese , Reações Cruzadas , Antígenos HLA-A/química , Antígenos HLA-A/imunologia , Neuroblastoma/genética , Neuroblastoma/imunologia , Neuroblastoma/terapia , Proteínas Oncogênicas/antagonistas & inibidores , Proteínas Oncogênicas/imunologia , Peptídeos/antagonistas & inibidores , Peptídeos/química , Peptídeos/imunologia , Receptores de Antígenos Quiméricos/imunologia , Receptores de Antígenos Quiméricos/uso terapêutico
2.
Hum Immunol ; 83(7): 547-550, 2022 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-35525710

RESUMO

In this population-based case-control study conducted in the Chelyabinsk region of Russia, we examined the distribution of HLA-A, -B, -C, -DRB1, -DQB1 and -DPB1, in a group of 100 patients with confirmed COVID-19 bilateral pneumonia. Typing was performed by NGS and statistical calculations were carried out with the Arlequin program. HLA-A, -B, -C, -DRB1, -DQB1 and -DPB1 alleles were compared between patients with COVID-19 and 99 healthy controls. We identified that COVID-19 susceptibility is associated with alleles and genotypes rs9277534A (disequilibrium with HLA-DPB1*02:01, -02:02, -04:01, -04:02, -17:01 alleles) with low expression of protein products HLA-DPB1 (pc < 0.028) and homozygosity at HLA-C*04 (p = 0.024, pc = 0.312). Allele HLA-A*01:01 was decreased in a group of patients with severe forms of bilateral pneumonia, and therefore it may be considered as a protective factor for the development of severe symptoms of COVID-19 (p = 0.009, pc = 0.225). Our studies provide further evidence for the functional association between HLA genes and COVID-19.


Assuntos
COVID-19 , Antígenos de Histocompatibilidade Classe I , Alelos , COVID-19/genética , COVID-19/imunologia , Estudos de Casos e Controles , Frequência do Gene , Antígenos HLA-A/genética , Antígenos HLA-A/imunologia , Antígenos HLA-B/genética , Antígenos HLA-B/imunologia , Antígenos HLA-C/genética , Antígenos HLA-C/imunologia , Antígenos HLA-D/genética , Antígenos HLA-D/metabolismo , Haplótipos , Antígenos de Histocompatibilidade Classe I/genética , Antígenos de Histocompatibilidade Classe I/imunologia , Humanos
3.
J Immunol ; 208(8): 1851-1856, 2022 04 15.
Artigo em Inglês | MEDLINE | ID: mdl-35379743

RESUMO

Unconventional HLA class I-restricted CD8+ T cell epitopes, longer than 10 aa, have been implicated to play a role in human immunity against viruses and cancer. T cell recognition of long peptides, centrally bulging from the HLA cleft, has been described previously. Alternatively, long peptides can contain a linear HLA-bound core peptide, with a N- or C-terminal peptide "tail" extending from the HLA peptide binding groove. The role of such a peptide "tail" in CD8+ T cell recognition remains unclear. In this study, we identified a 20mer peptide (FLPTPEELGLLGPPRPQVLA [FLP]) derived from the IL-27R subunit α gene restricted to HLA-A*02:01, for which we solved the crystal structure and demonstrated a long C-terminal "tail" extension. FLP-specific T cell clones demonstrated various recognition modes, some T cells recognized the FLP core peptide, while for other T cells the peptide tail was essential for recognition. These results demonstrate a crucial role for a C-terminal peptide tail in immunogenicity.


Assuntos
Linfócitos T CD8-Positivos , Epitopos de Linfócito T , Antígeno HLA-A2 , Linfócitos T CD8-Positivos/imunologia , Epitopos de Linfócito T/genética , Epitopos de Linfócito T/imunologia , Genes MHC Classe I/genética , Genes MHC Classe I/imunologia , Antígenos HLA-A/genética , Antígenos HLA-A/imunologia , Antígeno HLA-A2/genética , Antígeno HLA-A2/imunologia , Humanos , Peptídeos/genética , Peptídeos/imunologia
4.
J Immunol ; 208(3): 531-537, 2022 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-35042788

RESUMO

With the goal of improving the reproducibility and annotatability of MHC multimer reagent data, we present the establishment of a new data standard: Minimal Information about MHC Multimers (https://miamm.lji.org/). Multimers are engineered reagents composed of a ligand and a MHC, which can be represented in a standardized format using ontology terminology. We provide an online Web site to host the details of the standard, as well as a validation tool to assist with the adoption of the standard. We hope that this publication will bring increased awareness of Minimal Information about MHC Multimers and drive acceptance, ultimately improving the quality and documentation of multimer data in the scientific literature.


Assuntos
Antígenos HLA-A/imunologia , Indicadores e Reagentes/química , Complexo Principal de Histocompatibilidade/genética , Linfócitos T/imunologia , Humanos , Internet , Complexos Multiproteicos/química
5.
Cell Rep ; 37(13): 110167, 2021 12 28.
Artigo em Inglês | MEDLINE | ID: mdl-34919800

RESUMO

Cross-reactivity and direct killing of target cells remain underexplored for severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2)-specific CD8+ T cells. Isolation of T cell receptors (TCRs) and overexpression in allogeneic cells allows for extensive T cell reactivity profiling. We identify SARS-CoV-2 RNA-dependent RNA polymerase (RdRp/NSP12) as highly conserved, likely due to its critical role in the virus life cycle. We perform single-cell TCRαß sequencing in human leukocyte antigen (HLA)-A∗02:01-restricted, RdRp-specific T cells from SARS-CoV-2-unexposed individuals. Human T cells expressing these TCRαß constructs kill target cell lines engineered to express full-length RdRp. Three TCR constructs recognize homologous epitopes from common cold coronaviruses, indicating CD8+ T cells can recognize evolutionarily diverse coronaviruses. Analysis of individual TCR clones may help define vaccine epitopes that can induce long-term immunity against SARS-CoV-2 and other coronaviruses.


Assuntos
RNA-Polimerase RNA-Dependente de Coronavírus/imunologia , Antígeno HLA-A2/imunologia , SARS-CoV-2/imunologia , Linfócitos T CD8-Positivos/imunologia , COVID-19/imunologia , COVID-19/terapia , Técnicas de Cultura de Células , Reações Cruzadas/imunologia , Epitopos de Linfócito T/imunologia , Antígenos HLA-A/imunologia , Antígeno HLA-A2/genética , Humanos , Epitopos Imunodominantes/imunologia , Leucócitos Mononucleares/imunologia , Leucócitos Mononucleares/metabolismo , Leucócitos Mononucleares/virologia , RNA Viral/genética , Receptores de Antígenos de Linfócitos T/imunologia , Receptores de Antígenos de Linfócitos T alfa-beta/genética , Receptores de Antígenos de Linfócitos T alfa-beta/imunologia , SARS-CoV-2/patogenicidade , Glicoproteína da Espícula de Coronavírus/imunologia
6.
Blood ; 138(26): 2799-2809, 2021 12 30.
Artigo em Inglês | MEDLINE | ID: mdl-34724566

RESUMO

Immune aplastic anemia (AA) features somatic loss of HLA class I allele expression on bone marrow cells, consistent with a mechanism of escape from T-cell-mediated destruction of hematopoietic stem and progenitor cells. The clinical significance of HLA abnormalities has not been well characterized. We examined the somatic loss of HLA class I alleles and correlated HLA loss and mutation-associated HLA genotypes with clinical presentation and outcomes after immunosuppressive therapy in 544 AA patients. HLA class I allele loss was detected in 92 (22%) of the 412 patients tested, in whom there were 393 somatic HLA gene mutations and 40 instances of loss of heterozygosity. Most frequently affected was HLA-B*14:02, followed by HLA-A*02:01, HLA-B*40:02, HLA-B*08:01, and HLA-B*07:02. HLA-B*14:02, HLA-B*40:02, and HLA-B*07:02 were also overrepresented in AA. High-risk clonal evolution was correlated with HLA loss, HLA-B*14:02 genotype, and older age, which yielded a valid prediction model. In 2 patients, we traced monosomy 7 clonal evolution from preexisting clones harboring somatic mutations in HLA-A*02:01 and HLA-B*40:02. Loss of HLA-B*40:02 correlated with higher blood counts. HLA-B*07:02 and HLA-B*40:01 genotypes and their loss correlated with late-onset of AA. Our results suggest the presence of specific immune mechanisms of molecular pathogenesis with clinical implications. HLA genotyping and screening for HLA loss may be of value in the management of immune AA. This study was registered at clinicaltrials.gov as NCT00001964, NCT00061360, NCT00195624, NCT00260689, NCT00944749, NCT01193283, and NCT01623167.


Assuntos
Anemia Aplástica/genética , Genes MHC Classe I , Antígenos HLA-A/genética , Antígenos HLA-B/genética , Mutação , Adolescente , Adulto , Alelos , Anemia Aplástica/imunologia , Evolução Clonal , Feminino , Deleção de Genes , Expressão Gênica , Antígenos HLA-A/imunologia , Antígenos HLA-B/imunologia , Humanos , Imunidade , Perda de Heterozigosidade , Masculino , Pessoa de Meia-Idade , Adulto Jovem
7.
J Clin Invest ; 131(20)2021 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-34651586

RESUMO

Neoantigens are now recognized drivers of the antitumor immune response. Recurrent neoantigens, shared among groups of patients, have thus become increasingly coveted therapeutic targets. Here, we report on the data-driven identification of a robustly presented, immunogenic neoantigen that is derived from the combination of HLA-A*01:01 and RAS.Q61K. Analysis of large patient cohorts indicated that this combination applies to 3% of patients with melanoma. Using HLA peptidomics, we were able to demonstrate robust endogenous presentation of the neoantigen in 10 tumor samples. We detected specific reactivity to the mutated peptide within tumor-infiltrating lymphocytes (TILs) from 2 unrelated patients, thus confirming its natural immunogenicity. We further investigated the neoantigen-specific clones and their T cell receptors (TCRs) via a combination of TCR sequencing, TCR overexpression, functional assays, and single-cell transcriptomics. Our analysis revealed a diverse repertoire of neoantigen-specific clones with both intra- and interpatient TCR similarities. Moreover, 1 dominant clone proved to cross-react with the highly prevalent RAS.Q61R variant. Transcriptome analysis revealed a high association of TCR clones with specific T cell phenotypes in response to cognate melanoma, with neoantigen-specific cells showing an activated and dysfunctional phenotype. Identification of recurrent neoantigens and their reactive TCRs can promote "off-the-shelf" precision immunotherapies, alleviating limitations of personalized treatments.


Assuntos
Antígenos de Neoplasias/imunologia , Melanoma/imunologia , Proteínas ras/imunologia , Linhagem Celular Tumoral , Antígenos HLA-A/imunologia , Humanos , Linfócitos do Interstício Tumoral/imunologia , Receptores de Antígenos de Linfócitos T/imunologia , Proteínas ras/genética
8.
Sci Rep ; 11(1): 19220, 2021 09 28.
Artigo em Inglês | MEDLINE | ID: mdl-34584159

RESUMO

Targeted pharmacologic activation of antigen-specific (AgS) T cells may bypass limitations inherent in current T cell-based cancer therapies. We describe two immunotherapeutics platforms for selective delivery of costimulatory ligands and peptide-HLA (pHLA) to AgS T cells. We engineered and deployed on these platforms an affinity-attenuated variant of interleukin-2, which selectively expands oligoclonal and polyfunctional AgS T cells in vitro and synergizes with CD80 signals for superior proliferation versus peptide stimulation.


Assuntos
Linfócitos T CD8-Positivos/imunologia , Imunoterapia/métodos , Neoplasias/terapia , Proteínas Recombinantes de Fusão/imunologia , Animais , Antígeno B7-1/metabolismo , Linfócitos T CD8-Positivos/metabolismo , Células Cultivadas , Antígenos HLA-A/genética , Antígenos HLA-A/imunologia , Humanos , Ativação Linfocitária , Camundongos , Camundongos Transgênicos , Mutação , Neoplasias/imunologia , Peptídeos/genética , Peptídeos/imunologia , Cultura Primária de Células , Engenharia de Proteínas , Proteínas Recombinantes de Fusão/genética
9.
Front Immunol ; 12: 670956, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34386000

RESUMO

Detection of alloreactive anti-HLA antibodies is a frequent and mandatory test before and after organ transplantation to determine the antigenic targets of the antibodies. Nowadays, this test involves the measurement of fluorescent signals generated through antibody-antigen reactions on multi-beads flow cytometers. In this study, in a cohort of 1,066 patients from one country, anti-HLA class I responses were analyzed on a panel of 98 different antigens. Knowing that the immune system responds typically to "shared" antigenic targets, we studied the clustering patterns of antibody responses against HLA class I antigens without any a priori hypothesis, applying two unsupervised machine learning approaches. At first, the principal component analysis (PCA) projections of intra-locus specific responses showed that anti-HLA-A and anti-HLA-C were the most distantly projected responses in the population with the anti-HLA-B responses to be projected between them. When PCA was applied on the responses against antigens belonging to a single locus, some already known groupings were confirmed while several new cross-reactive patterns of alloreactivity were detected. Anti-HLA-A responses projected through PCA suggested that three cross-reactive groups accounted for about 70% of the variance observed in the population, while anti-HLA-B responses were mainly characterized by a distinction between previously described Bw4 and Bw6 cross-reactive groups followed by several yet undocumented or poorly described ones. Furthermore, anti-HLA-C responses could be explained by two major cross-reactive groups completely overlapping with previously described C1 and C2 allelic groups. A second feature-based analysis of all antigenic specificities, projected as a dendrogram, generated a robust measure of allelic antigenic distances depicting bead-array defined cross reactive groups. Finally, amino acid combinations explaining major population specific cross-reactive groups were described. The interpretation of the results was based on the current knowledge of the antigenic targets of the antibodies as they have been characterized either experimentally or computationally and appear at the HLA epitope registry.


Assuntos
Biologia Computacional/métodos , Antígenos HLA-A/imunologia , Antígenos HLA-B/imunologia , Antígenos HLA-C/imunologia , Transplante de Órgãos , Adulto , Idoso , Estudos de Coortes , Reações Cruzadas , Epitopos , Humanos , Isoanticorpos/sangue , Aprendizado de Máquina , Pessoa de Meia-Idade , Análise de Componente Principal , Sistema de Registros , Imunologia de Transplantes
10.
Sci Rep ; 11(1): 13664, 2021 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-34211021

RESUMO

Mumps is nowadays re-emerging despite vaccination. The contribution of T cell immunity to protection against mumps has not been clearly defined. Previously, we described a set of 41 peptides that were eluted from human leukocyte antigen (HLA) class I molecules of mumps virus (MuV)-infected cells. Here, we confirmed immunogenicity of five novel HLA-B*07:02- and HLA-A*01:01-restricted MuV T cell epitopes from this set of peptides. High frequencies of T cells against these five MuV epitopes could be detected ex vivo in all tested mumps patients. Moreover, these epitope-specific T cells derived from mumps patients displayed strong cytotoxic activity. In contrast, only marginal T cell responses against these novel MuV epitopes could be detected in recently vaccinated persons, corroborating earlier findings. Identifying which MuV epitopes are dominantly targeted in the mumps-specific CD8+ T- response is an important step towards better understanding in the discrepancies between natural infection or vaccination-induced cell-mediated immune protection.


Assuntos
Epitopos de Linfócito T/imunologia , Vírus da Caxumba/imunologia , Caxumba/imunologia , Linfócitos T Citotóxicos/imunologia , Adulto , Antígenos HLA-A/imunologia , Antígenos HLA-B/imunologia , Humanos , Caxumba/prevenção & controle , Vacinação , Adulto Jovem
11.
J Immunol Methods ; 495: 113074, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-34051227

RESUMO

The detection of HLA antibodies is important in clinical practice, such as platelet transfusion refractoriness and transfusion-related lung injury. However, difficulties are associated with the preparation of panel cells for conventional HLA detection systems using intact cells, such as the immunocomplex capture fluorescence analysis (ICFA). Based on an ICFA analysis, HEK293 cells stably transfected with the HLA-A locus were used instead of peripheral blood mononuclear cells (PBMC). The reactivity, sensitivity, and stability of transfectants were examined. All 20 antisera to HLA-A identified by LABScreen® Single Antigen class I (LS-SA1) were reactive to our modified-ICFA (m-ICFA) and showed the same specificities as those in LS-SA1, indicating the cell surface expression and correct antigenicity of the HLA-A locus in transfectants. The expression of HLA class I antigens was similar between transfectants frozen for 6 years and those prior to freezing. In the reaction of the anti-A24 or anti-A33 antibody vs each transfectant, the index of m-ICFA was higher than that of WAKFlow® ICFA. Our m-ICFA also showed that false negative reactions sometimes observed in capture assays may be avoided. By using HLA-A transfectants as ICFA targets, we herein developed m-ICFA. Our m-ICFA may avoid false negative reactions of capture assay like enzyme-linked immunosorbent assay and can also be carried out in almost any laboratory without cell culture facilities.


Assuntos
Anticorpos/sangue , Imunofluorescência , Antígenos HLA-A/imunologia , Teste de Histocompatibilidade , Transfecção , Criopreservação , Células HEK293 , Antígenos HLA-A/genética , Antígenos HLA-A/metabolismo , Humanos , Valor Preditivo dos Testes , Reprodutibilidade dos Testes , Manejo de Espécimes , Fatores de Tempo
12.
Front Immunol ; 12: 634441, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33717175

RESUMO

Birdshot Uveitis (BU) is a blinding inflammatory eye condition that only affects HLA-A29-positive individuals. Genetic association studies linked ERAP2 with BU, an aminopeptidase which trims peptides before their presentation by HLA class I at the cell surface, which suggests that ERAP2-dependent peptide presentation by HLA-A29 drives the pathogenesis of BU. However, it remains poorly understood whether the effects of ERAP2 on the HLA-A29 peptidome are distinct from its effect on other HLA allotypes. To address this, we focused on the effects of ERAP2 on the immunopeptidome in patient-derived antigen presenting cells. Using complementary HLA-A29-based and pan-class I immunopurifications, isotope-labeled naturally processed and presented HLA-bound peptides were sequenced by mass spectrometry. We show that the effects of ERAP2 on the N-terminus of ligands of HLA-A29 are shared across endogenous HLA allotypes, but discover and replicate that one peptide motif generated in the presence of ERAP2 is specifically bound by HLA-A29. This motif can be found in the amino acid sequence of putative autoantigens. We further show evidence for internal sequence specificity for ERAP2 imprinted in the immunopeptidome. These results reveal that ERAP2 can generate an HLA-A29-specific antigen repertoire, which supports that antigen presentation is a key disease pathway in BU.


Assuntos
Aminopeptidases/metabolismo , Células Apresentadoras de Antígenos/enzimologia , Autoantígenos/metabolismo , Autoimunidade , Coriorretinopatia de Birdshot/enzimologia , Antígenos HLA-A/metabolismo , Idoso de 80 Anos ou mais , Motivos de Aminoácidos , Aminopeptidases/genética , Células Apresentadoras de Antígenos/imunologia , Autoantígenos/genética , Autoantígenos/imunologia , Coriorretinopatia de Birdshot/diagnóstico , Coriorretinopatia de Birdshot/genética , Coriorretinopatia de Birdshot/imunologia , Linhagem Celular , Feminino , Antígenos HLA-A/genética , Antígenos HLA-A/imunologia , Humanos
14.
Sci Immunol ; 6(57)2021 03 04.
Artigo em Inglês | MEDLINE | ID: mdl-33664060

RESUMO

CD8+ T cell immunity to SARS-CoV-2 has been implicated in COVID-19 severity and virus control. Here, we identified nonsynonymous mutations in MHC-I-restricted CD8+ T cell epitopes after deep sequencing of 747 SARS-CoV-2 virus isolates. Mutant peptides exhibited diminished or abrogated MHC-I binding in a cell-free in vitro assay. Reduced MHC-I binding of mutant peptides was associated with decreased proliferation, IFN-γ production and cytotoxic activity of CD8+ T cells isolated from HLA-matched COVID-19 patients. Single cell RNA sequencing of ex vivo expanded, tetramer-sorted CD8+ T cells from COVID-19 patients further revealed qualitative differences in the transcriptional response to mutant peptides. Our findings highlight the capacity of SARS-CoV-2 to subvert CD8+ T cell surveillance through point mutations in MHC-I-restricted viral epitopes.


Assuntos
Linfócitos T CD8-Positivos/imunologia , COVID-19 , Epitopos de Linfócito T , Antígenos HLA-A/imunologia , Imunidade Celular , Mutação , SARS-CoV-2 , Linfócitos T CD8-Positivos/patologia , COVID-19/genética , COVID-19/imunologia , COVID-19/patologia , Proliferação de Células , Epitopos de Linfócito T/genética , Epitopos de Linfócito T/imunologia , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Interferon gama/imunologia , Peptídeos/genética , Peptídeos/imunologia , SARS-CoV-2/genética , SARS-CoV-2/imunologia
15.
Int J Mol Sci ; 22(5)2021 Feb 26.
Artigo em Inglês | MEDLINE | ID: mdl-33652936

RESUMO

Human cytomegalovirus (CMV) infection is widespread among adults (60-90%) and is usually undetected in healthy individuals without symptoms but can cause severe diseases in immunocompromised hosts. T-cell receptor (TCR)-like antibodies (Abs), which recognize complex antigens (peptide-MHC complex, pMHC) composed of MHC molecules with embedded short peptides derived from intracellular proteins, including pathogenic viral proteins, can serve as diagnostic and/or therapeutic agents. In this study, we aimed to engineer a TCR-like Ab specific for pMHC comprising a CMV pp65 protein-derived peptide (495NLVPMVATV503; hereafter, CMVpp65495-503) in complex with MHC-I molecule human leukocyte antigen (HLA)-A*02:01 (CMVpp65495-503/HLA-A*02:01) to increase affinity by sequential mutagenesis of complementarity-determining regions using yeast surface display technology. Compared with the parental Ab, the final generated Ab (C1-17) showed ~67-fold enhanced binding affinity (KD ≈ 5.2 nM) for the soluble pMHC, thereby detecting the cell surface-displayed CMVpp65495-503/HLA-A*02:01 complex with high sensitivity and exquisite specificity. Thus, the new high-affinity TCR-like Ab may be used for the detection and treatment of CMV infection.


Assuntos
Anticorpos/imunologia , Infecções por Citomegalovirus/imunologia , Citomegalovirus/imunologia , Antígenos HLA-A/imunologia , Receptores de Antígenos de Linfócitos T/imunologia , Proteínas da Matriz Viral/imunologia , Afinidade de Anticorpos , Linhagem Celular , Humanos , Peptídeos/imunologia
16.
Proteins ; 89(7): 866-883, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-33594723

RESUMO

Accurate prediction of peptide binding affinity to the major histocompatibility complex (MHC) proteins has the potential to design better therapeutic vaccines. Previous work has shown that pan-specific prediction algorithms can achieve better prediction performance than other approaches. However, most of the top algorithms are neural networks based black box models. Here, we propose DeepAttentionPan, an improved pan-specific model, based on convolutional neural networks and attention mechanisms for more flexible, stable and interpretable MHC-I binding prediction. With the attention mechanism, our ensemble model consisting of 20 trained networks achieves high and more stabilized prediction performance. Extensive tests on IEDB's weekly benchmark dataset show that our method achieves state-of-the-art prediction performance on 21 test allele datasets. Analysis of the peptide positional attention weights learned by our model demonstrates its capability to capture critical binding positions of the peptides, which leads to mechanistic understanding of MHC-peptide binding with high alignment with experimentally verified results. Furthermore, we show that with transfer learning, our pan model can be fine-tuned for alleles with few samples to achieve additional performance improvement. DeepAttentionPan is freely available as an open-source software at https://github.com/jjin49/DeepAttentionPan.


Assuntos
Aprendizado Profundo , Antígenos HLA-A/química , Peptídeos/química , Alelos , Área Sob a Curva , Benchmarking , Sítios de Ligação , Bases de Dados de Proteínas , Conjuntos de Dados como Assunto , Antígenos HLA-A/imunologia , Antígenos HLA-A/metabolismo , Humanos , Peptídeos/imunologia , Peptídeos/metabolismo , Ligação Proteica
17.
Immunotherapy ; 13(5): 371-385, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33525928

RESUMO

Aim: Two peptide cocktail vaccines using glypican-3, WD-repeat-containing protein up-regulated in hepatocellular carcinoma (HCC) and nei endonuclease VIII-like three epitopes were evaluated in advanced HCC in two Phase I studies. Patients & methods: Study 1 evaluated dose-limiting toxicities (DLTs) of peptides 1-3 (HLA-A24-restricted) and study 2 evaluated DLTs of peptides 1-6 (HLA-A24 or A02-restricted). Results: Overall, 18 and 14 patients were enrolled in studies 1 and 2, respectively. No DLTs were observed up to 7.1 mg of the vaccine cocktail. No complete response/partial response was observed. Stable disease was reported in nine and five patients with a disease control rate of 52.9% and 35.7% in studies 1 and 2, respectively. Conclusion: Both vaccines showed good tolerability and potential usefulness against HCC. Clinical trial registration: JapicCTI-121933; JapicCTI-142477.


Assuntos
Vacinas Anticâncer/imunologia , Carcinoma Hepatocelular/tratamento farmacológico , Proteínas de Transporte/imunologia , Cílios/imunologia , Glipicanas/imunologia , Neoplasias Hepáticas/tratamento farmacológico , N-Glicosil Hidrolases/imunologia , Adulto , Idoso , Antígenos de Neoplasias/imunologia , Vacinas Anticâncer/administração & dosagem , Vacinas Anticâncer/efeitos adversos , Carcinoma Hepatocelular/imunologia , Carcinoma Hepatocelular/patologia , Determinação de Ponto Final , Epitopos/administração & dosagem , Epitopos/efeitos adversos , Epitopos/imunologia , Feminino , Antígenos HLA-A/imunologia , Humanos , Neoplasias Hepáticas/imunologia , Neoplasias Hepáticas/patologia , Masculino , Pessoa de Meia-Idade , Linfócitos T Citotóxicos/imunologia , Resultado do Tratamento , Vacinas de Subunidades Antigênicas/administração & dosagem , Vacinas de Subunidades Antigênicas/efeitos adversos , Vacinas de Subunidades Antigênicas/imunologia
18.
J Immunol ; 206(4): 849-860, 2021 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-33441440

RESUMO

HLA class I molecules that represent ligands for the inhibitory killer cell Ig-like receptor (KIR) 3DL1 found on NK cells are categorically defined as those HLA-A and HLA-B allotypes containing the Bw4 motif, yet KIR3DL1 demonstrates hierarchical recognition of these HLA-Bw4 ligands. To better understand the molecular basis underpinning differential KIR3DL1 recognition, the HLA-ABw4 family of allotypes were investigated. Transfected human 721.221 cells expressing HLA-A*32:01 strongly inhibited primary human KIR3DL1+ NK cells, whereas HLA-A*24:02 and HLA-A*23:01 displayed intermediate potency and HLA-A*25:01 failed to inhibit activation of KIR3DL1+ NK cells. Structural studies demonstrated that recognition of HLA-A*24:02 by KIR3DL1 used identical contacts as the potent HLA-B*57:01 ligand. Namely, the D1-D2 domains of KIR3DL1 were placed over the α1 helix and α2 helix of the HLA-A*24:02 binding cleft, respectively, whereas the D0 domain contacted the side of the HLA-A*24:02 molecule. Nevertheless, functional analyses showed KIR3DL1 recognition of HLA-A*24:02 was more sensitive to substitutions within the α2 helix of HLA-A*24:02, including residues Ile142 and Lys144 Furthermore, the presence of Thr149 in the α2 helix of HLA-A*25:01 abrogated KIR3DL1+ NK inhibition. Together, these data demonstrate a role for the HLA class I α2 helix in determining the hierarchy of KIR3DL1 ligands. Thus, recognition of HLA class I is dependent on a complex interplay between the peptide repertoire, polymorphisms within and proximal to the Bw4 motif, and the α2 helix. Collectively, the data furthers our understanding of KIR3DL1 ligands and will inform genetic association and immunogenetics studies examining the role of KIR3DL1 in disease settings.


Assuntos
Antígenos HLA-A , Células Matadoras Naturais , Receptores KIR3DL1 , Antígenos HLA-A/química , Antígenos HLA-A/imunologia , Humanos , Células Matadoras Naturais/química , Células Matadoras Naturais/imunologia , Conformação Proteica em alfa-Hélice , Domínios Proteicos , Receptores KIR3DL1/química , Receptores KIR3DL1/imunologia
19.
Clin J Am Soc Nephrol ; 16(2): 275-283, 2021 02 08.
Artigo em Inglês | MEDLINE | ID: mdl-33495290

RESUMO

BACKGROUND AND OBJECTIVES: Panel reactive antibody informs the likelihood of finding an HLA-compatible donor for transplant candidates, but has historically been associated with acute rejection and allograft survival because testing methods could not exclude the presence of concomitant donor-specific antibodies. Despite new methods to exclude donor-specific antibodies, panel reactive antibody continues to be used to determine the choice of induction and maintenance immunosuppression. The study objective was to determine the clinical relevance of panel reactive antibody in the absence of donor-specific antibodies. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS: Retrospective observational study of kidney allograft survival among 4058 zero HLA-A-, B-, DR-, and DQB1-mismatched transplant recipients without antibodies to donor kidney antigens encoded by these HLA gene loci. RESULTS: Among 4058 first and repeat transplant recipients, patients with calculated panel reactive antibody (cPRA) 1%-97% were not at higher risk of transplant failure, compared with patients with cPRA of 0% (death censored graft loss: hazard ratio, 1.07; 95% confidence interval, 0.82 to 1.41). Patients with cPRA ≥98% had a higher risk of graft loss from any cause including death (hazard ratio, 1.39; 95% confidence interval, 1.08 to 1.79) and death censored allograft failure (hazard ratio, 1.78; 95% confidence interval, 1.27 to 2.49). In stratified analyses, the higher risk of graft loss among patients with cPRA ≥98% was only observed among repeat, but not first, transplant recipients. In subgroup analysis, there was no association between cPRA and graft loss among living related transplant recipients. CONCLUSIONS: Calculated panel reactive antibody is poorly associated with post-transplant immune reactivity to the allograft in the absence of donor-specific antibody. PODCAST: This article contains a podcast at https://www.asn-online.org/media/podcast/CJASN/2021_01_25_CJN13640820_final.mp3.


Assuntos
Anticorpos/sangue , Rejeição de Enxerto/imunologia , Sobrevivência de Enxerto , Antígenos HLA/imunologia , Teste de Histocompatibilidade/métodos , Transplante de Rim , Adolescente , Adulto , Idoso , Aloenxertos/fisiopatologia , Feminino , Antígenos HLA-A/imunologia , Antígenos HLA-B/imunologia , Cadeias beta de HLA-DQ/imunologia , Antígenos HLA-DR/imunologia , Humanos , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Período Pré-Operatório , Estudos Retrospectivos , Adulto Jovem
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