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1.
J Proteome Res ; 21(1): 164-171, 2022 01 07.
Article in English | MEDLINE | ID: mdl-34937342

ABSTRACT

Adaptive cellular and humoral immune responses to infectious agents require previous recognition of pathogenic peptides bound to human leukocyte antigen (HLA) class II molecules exposed on the surface of the professional antigen-presenting cells. Knowledge of how these peptide ligands are generated is essential to understand the basis for CD4+ T-cell-mediated immunity and tolerance. In this study, a high-throughput mass spectrometry analysis was used to identify more than 16,000 cell peptides bound to several HLA-DR and -DP class II molecules isolated from large amounts of uninfected and virus-infected human cells (ProteomeXchange accession: PXD028006). The analysis of the 1808 parental proteins containing HLA class II ligands revealed that these cell proteins were more acidic, abundant, and highly connected but less hydrophilic than non-parental proteomes. Therefore, the percentage of acidic residues was increased and hydroxyl and polar residues were decreased in the parental proteins for the HLA class II ligandomes versus the non-parental proteomes. This definition of the properties shared by parental proteins that constitute the source of the HLA class II ligandomes can serve as the basis for the development of bioinformatics tools to predict proteins that are most likely recognized by the immune system through the CD4+ helper T lymphocytes in both autoimmunity and infection.


Subject(s)
HLA Antigens , HLA-DR Antigens , CD4-Positive T-Lymphocytes , HLA Antigens/genetics , HLA Antigens/metabolism , Humans , Hydrophobic and Hydrophilic Interactions , Isoelectric Point , Parents
2.
Mol Cell Proteomics ; 18(6): 1255-1268, 2019 06.
Article in English | MEDLINE | ID: mdl-31154438

ABSTRACT

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.


Subject(s)
Antigens, Neoplasm/blood , Brain Neoplasms/blood , Glioblastoma/blood , Histocompatibility Antigens Class I/blood , Peptides/blood , Proteome/metabolism , Alleles , Biomarkers, Tumor/blood , Brain Neoplasms/surgery , Glioblastoma/surgery , Humans
4.
Mol Cell Proteomics ; 17(11): 2132-2145, 2018 11.
Article in English | MEDLINE | ID: mdl-30072578

ABSTRACT

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.


Subject(s)
Antigens, Neoplasm/blood , Glioblastoma/blood , HLA Antigens/metabolism , Peptides/metabolism , Proteome/metabolism , Alleles , Amino Acid Sequence , Antigens, Neoplasm/metabolism , Biomarkers, Tumor/blood , Cell Membrane/metabolism , Glioblastoma/surgery , Humans , Peptides/blood , Peptides/chemistry , Solubility
5.
Proteomics ; 18(12): e1700248, 2018 06.
Article in English | MEDLINE | ID: mdl-29707912

ABSTRACT

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.


Subject(s)
Antigen Presentation/immunology , Breast Neoplasms/metabolism , Cell Membrane/metabolism , Histocompatibility Antigens Class I/metabolism , Peptide Fragments/metabolism , Breast Neoplasms/immunology , Breast Neoplasms/pathology , Cell Proliferation , Female , Histocompatibility Antigens Class I/immunology , Humans , Ligands , MCF-7 Cells , Peptide Fragments/immunology , Protein Binding
6.
Mol Cell Proteomics ; 15(9): 3058-70, 2016 09.
Article in English | MEDLINE | ID: mdl-27412690

ABSTRACT

Treatment of cancer cells with anticancer drugs often fails to achieve complete remission. Yet, such drug treatments may induce alteration in the tumor's gene expression patterns, including those of Cancer/Testis Antigens (CTA). The degradation products of such antigens can be presented as HLA peptides on the surface of the tumor cells and be developed into anticancer immunotherapeutics. For example, the DNA methyl transferase inhibitor, 5-aza-2'-deoxycytidine (Decitabine) has limited antitumor efficacy, yet it induces the expression of many genes, including CTAs that are normally silenced in the healthy adult tissues. In this study, the presentation of many new HLA peptides derived from CTAs and induced by Decitabine was demonstrated in three human Glioblastoma cell lines. Such presentation of CTA-derived HLA peptides can be exploited for development of new treatment modalities, combining drug treatment with anti-CTA targeted immunotherapy. The Decitabine-induced HLA peptidomes include many CTAs that are not normally detected in healthy tissues or in cancer cells, unless treated with the drug. In addition, the study included large-scale analyses of the simultaneous effects of Decitabine on the transcriptomes, proteomes and HLA peptidomes of the human Glioblastoma cells. It demonstrates the poor correlations between these three levels of gene expression, both in their total levels and in their response to the drug. The proteomics and HLA peptidomics data are available via ProteomeXchange with identifier PXD003790 and the transcriptomics data are available via GEO with identifier GSE80137.


Subject(s)
Antigens, Neoplasm/chemistry , Azacitidine/analogs & derivatives , Brain Neoplasms/immunology , Glioblastoma/immunology , HLA Antigens/chemistry , Peptides/isolation & purification , Azacitidine/pharmacology , Brain Neoplasms/drug therapy , Cell Line, Tumor , DNA Methylation/drug effects , Decitabine , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic/drug effects , Glioblastoma/drug therapy , Humans , Immunotherapy , Proteomics/methods , Sequence Analysis, RNA
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