Identification Of Novel Epitopes Research Articles

MS2Rescore: Data-Driven Rescoring Dramatically Boosts Immunopeptide Identification Rates.

Immunopeptidomics aims to identify major histocompatibility complex (MHC)-presented peptides on almost all cells that can be used in anti-cancer vaccine development. However, existing immunopeptidomics data analysis pipelines suffer from the nontryptic nature of immunopeptides, complicating their identification. Previously, peak intensity predictions by MS2PIP and retention time predictions by DeepLC have been shown to improve tryptic peptide identifications when rescoring peptide-spectrum matches with Percolator. However, as MS2PIP was tailored toward tryptic peptides, we have here retrained MS2PIP to include nontryptic peptides. Interestingly, the new models not only greatly improve predictions for immunopeptides but also yield further improvements for tryptic peptides. We show that the integration of new MS2PIP models, DeepLC, and Percolator in one software package, MS2Rescore, increases spectrum identification rate and unique identified peptides with 46% and 36% compared to standard Percolator rescoring at 1% FDR. Moreover, MS2Rescore also outperforms the current state-of-the-art in immunopeptide-specific identification approaches. Altogether, MS2Rescore thus allows substantially improved identification of novel epitopes from existing immunopeptidomics workflows.

Abstract 243: Identification of novel epitopes of NY-ESO-1 for solid malignancies by Kiromic proprietary search engine Diamond

Abstract Adoptive cell therapy has been proven a powerful approach for the cure of cancer and other diseases. In particular, the selection of appropriate immunogenic targets has been key to positive outcomes in clinical settings. The availability of RNA-Seq analysis, the accessibility to large data repositories such as TCGA and GTEx, and the creation of new bioinformatic tools have accelerated the process of neoantigen discovery. However, most of the current algorithms are encumbered by the intrinsic complexity of predicting antigen immunogenicity. Diamond™ is a novel artificial intelligence and cognitive machine and deep learning platform to predict peptide processing, HLA binding, and T cell activation. To validate the predictive value of DIAMOND algorithms, the meta-analyses of expression data of cancer-testis antigen New York Esophageal Squamous Cell Carcinoma 1 (NY-ESO-1) and predictions for the immunogenic peptides were compared to experimental data in the literature. In agreement with published clinical observations, DIAMOND metanalysis showed NY-ESO-1 genic overexpression in skin cutaneous melanoma, lung adenocarcinoma, and sarcoma. Moreover, DIAMOND predicted an MHC binding affinity of 0.289 with Supertype A2 for a new NY-ESO-1 peptide, which has been successfully targeted in clinical trials for patients with HLA-A*02:01, as well as it mirrored published data in its prediction of peptide affinity binding in NY-ESO-1–specific MHC II–restricted T cell receptors. Taken together these data support DIAMOND as a reliable platform for the discovery of new immunogenic targets for cancer therapy. Citation Format: Lucia Piccotti, Leonardo Mirandola, Maurizio Chiriva-Internati. Identification of novel epitopes of NY-ESO-1 for solid malignancies by Kiromic proprietary search engine Diamond [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 243.

Application of individual HLA-binding prediction thresholds increases the detection of target cell surface-presented HPV16 E6- and E7-derived epitopes as a basis for therapeutic HPV vaccine design

Abstract For the development of a therapeutic vaccine against human papillomavirus (HPV), viral epitopes bona fide presented on the surface of HPV-transformed cells need to be identified. The constitutively expressed HPV oncoproteins E6 and E7 represent ideal targets for immunotherapeutic vaccination approaches. However, viral epitopes are low abundant and human leukocyte antigen (HLA)-restricted, posing a challenge for developing peptide-based vaccines. For the identification of novel epitopes, in silico HLA-binding prediction was used to preselect HPV16 E6- and E7-derived peptides for 7 major HLA-types representing 5 HLA supertypes. Based on performance evaluation of predictors, new individual binding affinity thresholds were applied. HLA-binding of synthesized predicted binders was validated in vitro in competitive cellular binding assays. Interferon-γ ELISpot assays performed with blood samples from HLA-characterized healthy donors identified memory T cell responses against HLA-binding HPV peptides. T cells of responding donors were further characterized for epitope-specific mediation of specific target cell lysis by CD8+ CTLs using a flow cytometry based cytotoxicity assay. Complementary, an immunopeptidomics approach was used to determine the surface presentation of epitopes on HPV16-transformed cancer cells. Targeted liquid chromatography-mass spectrometry was capable of detecting epitopes predicted within the new individual affinity thresholds but missed by common thresholds. Completing the identification of bona fide target cell surface-presented E6- and E7-derived T cell epitopes will provide a map of targets for the development of a therapeutic vaccine to treat HPV16-induced malignancies.

Contribution of proteasome-catalyzed peptide cis-splicing to viral targeting by CD8+ T cells in HIV-1 infection

Peptides generated by proteasome-catalyzed splicing of noncontiguous amino acid sequences have been shown to constitute a source of nontemplated human leukocyte antigen class I (HLA-I) epitopes, but their role in pathogen-specific immunity remains unknown. CD8+ T cells are key mediators of HIV type 1 (HIV-1) control, and identification of novel epitopes to enhance targeting of infected cells is a priority for prophylactic and therapeutic strategies. To explore the contribution of proteasome-catalyzed peptide splicing (PCPS) to HIV-1 epitope generation, we developed a broadly applicable mass spectrometry-based discovery workflow that we employed to identify spliced HLA-I-bound peptides on HIV-infected cells. We demonstrate that HIV-1-derived spliced peptides comprise a relatively minor component of the HLA-I-bound viral immunopeptidome. Although spliced HIV-1 peptides may elicit CD8+ T cell responses relatively infrequently during infection, CD8+ T cells primed by partially overlapping contiguous epitopes in HIV-infected individuals were able to cross-recognize spliced viral peptides, suggesting a potential role for PCPS in restricting HIV-1 escape pathways. Vaccine-mediated priming of responses to spliced HIV-1 epitopes could thus provide a novel means of exploiting epitope targets typically underutilized during natural infection.

Identification of novel epitopes in serotype O foot-and-mouth disease virus by in vitro immune selection.

Foot-and-mouth disease virus (FMDV) displays various epitopes on the capsid outer surface. In addition to the five neutralizing antigenic sites, there is evidence of the existence of other, yet unidentified, epitopes that are believed to play a role in antibody-mediated protection. Previous attempts to identify these epitopes revealed two additional substitutions at positions VP2-74 and -191 (5M2/5 virus) to be of antigenic significance. However, complete resistance to neutralization was not obtained in the neutralization assay, indicating the existence of other, undisclosed epitopes. Results from this study provides evidence of at least two new neutralizing epitopes involving residues VP3-116 and -195 around the threefold axis that have significant impact on the antigenic nature of the virus. These findings extend our knowledge of the surface features of the FMDV capsid known to elicit neutralizing antibodies, and should help with rational vaccine design.

Identification of novel epitopes targeting non-structural protein 2 of PRRSV using monoclonal antibodies.

Porcine reproductive and respiratory syndrome virus (PRRSV) is leading to huge losses in the swine industry worldwide. Its nonstructural protein 2 (Nsp2), with a cysteine protease domain (PL2), is crucial for virus replication and as a trigger to host innate immune regulation. In this study, three monoclonal antibodies (mAbs) to Nsp2, designated 4A12, 4G8, and 8H11, were generated. Subsequently, a sequence of recombinant peptides with partial overlap was utilized to determine the epitopes using these mAbs. We found three novel minimal linear Nsp2 B cell epitopes, 188ELSDDSNRPV197, 42HLKRYSPPAE51, and 54CGWHCISA61, which were identified by the antibodies 4A12, 4G8, and 8H11, respectively. Structure analysis indicates that 42HLKRYSPPAE51 and 188ELSDDSNRPV197 are located separately in hypervariable region 1 and hypervariable region 2 of Nsp2. Interestingly, 54CGWHCISA61 is located in the PL2 region, which is highly conserved in all arteriviruses, particularly at the expected conserved catalytic site at Cys54. Importantly, 54CGWHCISA61 is located in the inner region of the expected 3D structure of Nsp2, which reveals that the epitope is cryptic. These findings not only provide valuable insight for vaccine design and hold diagnostic potential for the identified epitopes, but also reveal a protective mechanism against variation under selective pressure in an important epitope.

Identification of Novel Epitopes with Agonistic Activity for the Development of Tumor Immunotherapy Targeting TRAIL-R1.

Tumor necrosis factor-related apoptosis-inducing ligand (TRAIL) receptor-1/2 (TRAIL-R1/R2), also known as death receptors, are expressed in a wide variety of tumor cells. Although TRAIL can induce cell apoptosis by engaging its cognate TRAIL-R1/R2, some tumor cells are or become resistant to TRAIL treatment. Monoclonal antibodies (mAbs) against TRAIL-R1/R2 have been developed to use as potential antitumor therapeutic agents instead of TRAIL. However, TRAIL-R1/R2-based tumor therapy has not yet been realized. We previously generated a series of fully human monoclonal antibodies against TRAIL-R1 (TR1-mAbs) that induced tumor cell apoptosis. In this study, we identified the antigenic binding sites of these TR1-mAbs and proposed two major epitopes on the extracellular domain of TRAIL-R1. The analysis revealed that the epitopes of some TR1-mAbs partially overlaps with the beginning of TRAIL-binding sites, and other epitopes are located within the TRAIL-binding region. Among these mAbs, TR1-422 and TR1-419 mAbs have two antigenic binding sites that bound to the same binding region, but they have different essential amino acid residues and binding site sizes. Furthermore, we investigated the apoptosis activity of TR1-419 and TR1-422 mAbs in the form of IgG and IgM. In contrast to the IgG-type TR1-419 and TR1-422 mAbs, which enhanced and inhibited TRAIL-induced apoptosis, respectively, both IgM-type TR1-419 and TR1-422 mAb strongly induced cell apoptosis with or without soluble TRAIL (sTRAIL). Moreover, the results showed that IgM-type TR1-419 and TR1-422 mAbs alone can sufficiently activate the extrinsic and intrinsic apoptosis signaling pathways and suppress tumor growth in vivo. Consequently, we identified two antigenic binding sites with agonistic activity, and their specific IgM-type mAbs exhibited strong cytotoxic activity in tumor cells in vitro and in vivo. Thus, these agonistic antigenic binding sites may be useful for the development of effective Ab-based drugs or Ab-based cell immunotherapy for various human solid tumors.

Comparative Analysis of Evolutionarily Conserved Motifs of Epidermal Growth Factor Receptor 2 (HER2) Predicts Novel Potential Therapeutic Epitopes

Overexpression of human epidermal growth factor receptor 2 (HER2) is associated with tumor aggressiveness and poor prognosis in breast cancer. With the availability of therapeutic antibodies against HER2, great strides have been made in the clinical management of HER2 overexpressing breast cancer. However, de novo and acquired resistance to these antibodies presents a serious limitation to successful HER2 targeting treatment. The identification of novel epitopes of HER2 that can be used for functional/region-specific blockade could represent a central step in the development of new clinically relevant anti-HER2 antibodies. In the present study, we present a novel computational approach as an auxiliary tool for identification of novel HER2 epitopes. We hypothesized that the structurally and linearly evolutionarily conserved motifs of the extracellular domain of HER2 (ECD HER2) contain potential druggable epitopes/targets. We employed the PROSITE Scan to detect structurally conserved motifs and PRINTS to search for linearly conserved motifs of ECD HER2. We found that the epitopes recognized by trastuzumab and pertuzumab are located in the predicted conserved motifs of ECD HER2, supporting our initial hypothesis. Considering that structurally and linearly conserved motifs can provide functional specific configurations, we propose that by comparing the two types of conserved motifs, additional druggable epitopes/targets in the ECD HER2 protein can be identified, which can be further modified for potential therapeutic application. Thus, this novel computational process for predicting or searching for potential epitopes or key target sites may contribute to epitope-based vaccine and function-selected drug design, especially when x-ray crystal structure protein data is not available.

Identification of novel epitopes from human papillomavirus type 18 E7 that can sensitize PBMCs of multiple HLA class I against human cervical cancer.

BackgroundTo identify the novel epitopes from the human papillomavirus type 18 E7 which can sensitize PBMCs of four different major HLA class I A allele.MethodsTwenty-four synthetic overlapping 15-amino acid peptides were screened by measuring the frequency of CD8+ cytotoxic T lymphocytes (CTLs)-producing interferon-γ (IFN-γ) by using flow cytometry and ELISpot assays and selected peptides were validated for cytolytic activity by using the 51Cr release assay. Truncated peptides in the selected epitopes were tested to determine the important residues using ELISpot and 51Cr release assay.ResultsAmong 24 peptides, E781-95DDLRAFQQLFLNTLS (#21) and E789-103LFLNTLSFVCPWCAS (#23) induced significantly higher Th 1 response including IFN-γ production and in vitro cytotoxicity of PBMCs of four different HLA-A alleles against cervical cancer cells than that of other peptides and the negative control (no peptide sensitization). In E781–95 (#21), amino acid position 81, 82 (N-terminus) and 92, 94, 95 (C-terminus) for HLA-A*02:02 and 24:02, and 81, 82 (N-terminus) and 92, 95 (C-terminus) for HLA-A*11:01 and 33:03 were important to elicit Th1 response of PBMCS. In E789–103 (#23), residue 100 and103 (C-terminus) were important to elicit the CD8+ CTL response in HLA-A*02:01, 11:01 and 33:03 and 100, 101, and 103 (C-terminus) were important to elicit the CD8+ CTL response in HLA-A*24:02.ConclusionsE781–95 (#21) and E789–103 (#23) were identified as novel epitopes from HPV18 E7 which could sensitized PBMCs of four different HLA class I (HLA-A*02:01, 24:02, 11:01 and 33:03). These epitopes could be useful for immune monitoring and immunotherapy for HPV 18+ cervical cancer.

Broad Neutralization of Viral Pathogens

Influenza, Hepatitis C, and HIV-1 continue to constitute significant threats to global health. We have structurally and functionally characterized several potent, broadly neutralizing antibodies (bnAbs) against HIV-1, influenza and hepatitis C viruses. The surface antigens of these viruses are the main target of neutralizing antibodies. However, most antibodies are strain-specific and protect only against highly related strains within the same subtype. Recently, a number of antibodies have been identified that are much broader and neutralize across multiple subtypes and types of these viruses through binding to functionally conserved sites, such as the receptor binding site or the fusion domain. For example, co-crystal structures of bnAbs with influenza hemagglutinin (HA) identified highly conserved sites in the fusion domain (stem) and in the receptor binding site (head) as target for broad neutralization[1]. HCV is also genetically diverse, but some antibodies have potent neutralizing activity across most genotypes of the virus. One family of these antibodies targets a conserved antigenic site on the HCV E2 envelope glycoprotein that overlaps with the CD81 receptor-binding site[2]. For HIV-1, structural and functional characterization of different families of bnAbs have led to identification of novel epitopes on HIV-1 Env, many of which involve glycans. These glycan-dependent Abs have unique features that enable them to penetrate the glycan shield and bind complex epitopes that consist of sugars and underlying protein segments on gp120 on HIV-1 Env. Recent x-ray[3] and EM structures of a soluble form of HIV-1 Env have revealed that the epitopes are more extensive and complex than previously appreciated. This structural information is now being used to aid in structure-assisted vaccine design for HIV-1, HCV and for a more universal flu vaccine. IAW is supported by NIH grants AI100663, AI082362, AI84817, AI099275 and GM094586 and the Crucell Vaccine Institute.

Identification of novel epitopes from Mycobacterium tuberculosis (43.32)

Abstract Mycobacterium tuberculosis (MTB) is the one of the worldwide leading cause of death from infectious disease. The MTB genome encodes just under 4,000 different ORFs, yet epitopes recognized by human CD4+ T cells, the key cellular effector of MTB immunity, have been described for less than 2%. Our present study addresses the discovery and validation of MTB CD4+ T cell epitopes presented by HLA Class II molecules. We have identified hundreds of MTB-specific epitopes by the combined use of epitope predictions and high-throughput ex vivo ELISPOT assays using PBMC from human donors latently infected with MTB. Specificity was demonstrated by parallel testing of non-TB infected control donors. These epitopes allow us to identify previously unknown CD4+ TB antigens. We are in the process of further validating these epitopes by examining the T cell phenotype, pattern of cytokine secretion associated with epitope responses and projected population coverage as determined by quantitative binding assays, as well as investigating T cell responses as a function of clinical outcome. This study determines the breadth of MTB responses in humans and it will establish whether there is a correlation between the antigens recognized by CD4+ T cells and serological reactivity and CD8+ T cells, antigen expression in different MTB forms and other structural and biological features associated with the antigens. In addition, these epitopes can be used as tools to understand the human immunity to TB.

Abstract 4860: Identification of novel epitopes, drug resistance markers and drug resistance mechanism using alternative splicing studies

Abstract Alternative RNA splicing is a key molecular mechanism for the generation of functional protein diversity. Abnormal alternative splicing can occur in cancer, resulting in the production of novel transcript variants. Therefore, development of platform technologies aimed at studying alternative splicing will help to understand the diverse mechanisms by which splicing dysregulation contribute to human disease. The impact of alternative splicing in disease and its regulation by drug actions have opened up new perspectives for target discovery, drug development and drug response monitoring. ExonHit has generated this type of discovery platform, the Genome Wide SpliceArrayTM, and is currently building libraries of alternative splicing events that are deregulated in cancer and in cases of therapy resistance. These libraries can be interrogated to answer questions such as drug response monitoring, specificity and selectivity of drug response, diagnostics for monitoring disease status, progression or relapse. Using ExonHit's SpliceArrayTM, we previously reported a significant contribution of splicing to cancer development and drug response (1). Here, we demonstrated the capability of ExonHit's platforms 1/ to identify novel cell surface epitopes for antibody development and 2/ to study drug resistance. Based on SpliceArray™ microarray analysis, transcripts alternatively spliced were isolated from breast tumor tissues for the epitope study. Different splicing patterns were evidenced in tumoral versus normal tissues and specificity analysis was performed too. Based on combination of statistical analysis and protein knowledge, most relevant events were selected as alternatively spliced transcripts encoding novel amino acid sequence that can be used to target monoclonal antibodies. Finally, QPCR expression analysis validate the specificity of the selected events identified by the probe sets that emerged from the genome-wide splicing analysis. For the drug resistance study, two types of Imatinib-resistant leukemia cell lines were established. Distinct splicing patterns were evidenced using principal component analysis, through statistical analysis of differential splicing and pathway analyses. We also implemented selectivity filters allowing to identify a drug resistance signature and a set of pathways/genes involved in drug resistance. These signatures will need to be confirmed in subsequent studies. Our results demonstrate that alternative RNA splicing offers a currently underexploited source of novel disease targets. Platforms dedicated to studying alternative splicing can be integrated into discovery processes to allow identification of novel targets for drug discovery and we have began to identify genomic expression profiles related to drug treatment that will ultimately help monitoring drug response and clinical trial design. Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 102nd Annual Meeting of the American Association for Cancer Research; 2011 Apr 2-6; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2011;71(8 Suppl):Abstract nr 4860. doi:10.1158/1538-7445.AM2011-4860

A novel ErbB2 epitope targeted by human antitumor immunoagents

Two novel human antitumor immunoconjugates, engineered by fusion of a single-chain antibody fragment against human ErbB2 receptor, termed Erbicin, with either a human RNase or the Fc region of a human IgG(1) , are selectively cytotoxic for ErbB2-positive cancer cells in vitro and in vivo. These Erbicin-derived immunoagents (EDIAs) do not show the most negative properties of Herceptin, the only humanized mAb against ErbB2 used in the therapy of breast carcinoma: cardiotoxicity and the inability to act on resistant tumors. These differences are probably attributable to the different ErbB2 epitopes recognized by EDIAs and Herceptin, respectively, as we have previously reported that they induce different signaling mechanisms that control tumor and cardiac cell viability. Thus, to accurately identify the novel epitope recognized by EDIAs, three independent and complementary methodologies were used. They gave coherent results, which are reported here: EDIAs bind to a different ErbB2 epitope than Herceptin and the other human/humanized antibodies against ErbB2 reported so far. The epitope has been successfully located in region 122-195 of extracellular domain I. These findings could lead to the identification of novel epitopes on ErbB2 that could be used as potential therapeutic targets to mitigate anti-ErbB2-associated cardiotoxicity and eventually overcome resistance.

Screening for CD8 cytotoxic T lymphocytes specific for Gag of human immunodeficiency virus type 1 subtype B′ Henan isolate from China and identification of novel epitopes restricted by the HLA-A2 and HLA-A11 alleles

The human immunodeficiency virus type 1 (HIV-1) epidemic in China is increasing rapidly at an irrepressible rate. It is caused by HIV-1 subtype B' in central China. After the full-length genome sequencing of the Henan isolate was performed, the definition of optimal cytotoxic T-lymphocyte (CTL) epitopes across the Henan isolate genome has become crucial for vaccine design. In this study, by using ELISPOT assays with synthetic peptides corresponding to the sequence of the Henan isolate, the identification and analysis of Gag-specific CTL responses among 28 treated and 26 untreated infected paid blood donors (PBDs) from the Henan and Hubei provinces of China are presented. These studies focused on CTL responses restricted by the human leukocyte antigen (HLA)-A2 and -A11 molecules, two of the most prominent HLA-A alleles in the Chinese population. The results suggested that, in the subgroup analysis, the magnitude of response in the infected treated subgroup [median, 93 spot-forming cells (SFCs) per 10(6) peripheral blood mononuclear cells (PBMCs)] was significantly lower than that in the chronically infected untreated subgroup (median, 221 SFCs per 10(6) PBMCs), and HLA-A2-restricted treated PBDs had a response of a much higher frequency and magnitude than that of HLA-A11-restricted treated PBDs. Moreover, some novel peptides restricted by the HLA-A2 and -A11 molecules were identified.