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1.
Proc Natl Acad Sci U S A ; 120(21): e2221116120, 2023 05 23.
Artículo en Inglés | MEDLINE | ID: mdl-37192158

RESUMEN

Alternative splicing (AS) is prevalent in cancer, generating an extensive but largely unexplored repertoire of novel immunotherapy targets. We describe Isoform peptides from RNA splicing for Immunotherapy target Screening (IRIS), a computational platform capable of discovering AS-derived tumor antigens (TAs) for T cell receptor (TCR) and chimeric antigen receptor T cell (CAR-T) therapies. IRIS leverages large-scale tumor and normal transcriptome data and incorporates multiple screening approaches to discover AS-derived TAs with tumor-associated or tumor-specific expression. In a proof-of-concept analysis integrating transcriptomics and immunopeptidomics data, we showed that hundreds of IRIS-predicted TCR targets are presented by human leukocyte antigen (HLA) molecules. We applied IRIS to RNA-seq data of neuroendocrine prostate cancer (NEPC). From 2,939 NEPC-associated AS events, IRIS predicted 1,651 epitopes from 808 events as potential TCR targets for two common HLA types (A*02:01 and A*03:01). A more stringent screening test prioritized 48 epitopes from 20 events with "neoantigen-like" NEPC-specific expression. Predicted epitopes are often encoded by microexons of ≤30 nucleotides. To validate the immunogenicity and T cell recognition of IRIS-predicted TCR epitopes, we performed in vitro T cell priming in combination with single-cell TCR sequencing. Seven TCRs transduced into human peripheral blood mononuclear cells (PBMCs) showed high activity against individual IRIS-predicted epitopes, providing strong evidence of isolated TCRs reactive to AS-derived peptides. One selected TCR showed efficient cytotoxicity against target cells expressing the target peptide. Our study illustrates the contribution of AS to the TA repertoire of cancer cells and demonstrates the utility of IRIS for discovering AS-derived TAs and expanding cancer immunotherapies.


Asunto(s)
Neoplasias , Precursores del ARN , Masculino , Humanos , Precursores del ARN/metabolismo , Empalme Alternativo , Leucocitos Mononucleares/metabolismo , Receptores de Antígenos de Linfocitos T , Epítopos de Linfocito T , Inmunoterapia , Antígenos de Neoplasias , Péptidos/metabolismo , Neoplasias/genética , Neoplasias/terapia
2.
Proc Natl Acad Sci U S A ; 119(31): e2203410119, 2022 08 02.
Artículo en Inglés | MEDLINE | ID: mdl-35878026

RESUMEN

Tissue-specific antigens can serve as targets for adoptive T cell transfer-based cancer immunotherapy. Recognition of tumor by T cells is mediated by interaction between peptide-major histocompatibility complexes (pMHCs) and T cell receptors (TCRs). Revealing the identity of peptides bound to MHC is critical in discovering cognate TCRs and predicting potential toxicity. We performed multimodal immunopeptidomic analyses for human prostatic acid phosphatase (PAP), a well-recognized tissue antigen. Three physical methods, including mild acid elution, coimmunoprecipitation, and secreted MHC precipitation, were used to capture a thorough signature of PAP on HLA-A*02:01. Eleven PAP peptides that are potentially A*02:01-restricted were identified, including five predicted strong binders by NetMHCpan 4.0. Peripheral blood mononuclear cells (PBMCs) from more than 20 healthy donors were screened with the PAP peptides. Seven cognate TCRs were isolated which can recognize three distinct epitopes when expressed in PBMCs. One TCR shows reactivity toward cell lines expressing both full-length PAP and HLA-A*02:01. Our results show that a combined multimodal immunopeptidomic approach is productive in revealing target peptides and defining the cloned TCR sequences reactive with prostatic acid phosphatase epitopes.


Asunto(s)
Fosfatasa Ácida , Antígenos de Neoplasias , Receptores de Antígenos de Linfocitos T , Fosfatasa Ácida/metabolismo , Antígenos de Neoplasias/metabolismo , Epítopos , Antígenos HLA-A/metabolismo , Antígeno HLA-A2 , Humanos , Leucocitos Mononucleares , Neoplasias/inmunología , Péptidos , Receptores de Antígenos de Linfocitos T/metabolismo
3.
Proc Natl Acad Sci U S A ; 118(3)2021 01 19.
Artículo en Inglés | MEDLINE | ID: mdl-33431692

RESUMEN

T cell receptors (TCRs) are generated by somatic recombination of V/D/J segments to produce up to 1015 unique sequences. Highly sensitive and specific techniques are required to isolate and identify the rare TCR sequences that respond to antigens of interest. Here, we describe the use of mRNA sequencing via cross-linker regulated intracellular phenotype (CLInt-Seq) for efficient recovery of antigen-specific TCRs in cells stained for combinations of intracellular proteins such as cytokines or transcription factors. This method enables high-throughput identification and isolation of low-frequency TCRs specific for any antigen. As a proof of principle, intracellular staining for TNFα and IFNγ identified cytomegalovirus (CMV)- and Epstein-Barr virus (EBV)-reactive TCRs with efficiencies similar to state-of-the-art peptide-MHC multimer methodology. In a separate experiment, regulatory T cells were profiled based on intracellular FOXP3 staining, demonstrating the ability to examine phenotypes based on transcription factors. We further optimized the intracellular staining conditions to use a chemically cleavable primary amine cross-linker compatible with current single-cell sequencing technology. CLInt-Seq for TNFα and IFNγ performed similarly to isolation with multimer staining for EBV-reactive TCRs. We anticipate CLInt-Seq will enable droplet-based single-cell mRNA analysis from any tissue where minor populations need to be isolated by intracellular markers.


Asunto(s)
Factores de Transcripción Forkhead/genética , Interferón gamma/genética , Factor de Necrosis Tumoral alfa/genética , Recombinación V(D)J/genética , Linfocitos T CD8-positivos/inmunología , Linfocitos T CD8-positivos/virología , Clonación Molecular , Citomegalovirus/inmunología , Citomegalovirus/patogenicidad , Epítopos/inmunología , Infecciones por Virus de Epstein-Barr/genética , Infecciones por Virus de Epstein-Barr/inmunología , Infecciones por Virus de Epstein-Barr/virología , Herpesvirus Humano 4/inmunología , Herpesvirus Humano 4/patogenicidad , Humanos , ARN Mensajero/genética , RNA-Seq , Receptores de Antígenos de Linfocitos T/genética , Receptores de Antígenos de Linfocitos T/inmunología , Análisis de la Célula Individual , Linfocitos T Reguladores/inmunología , Recombinación V(D)J/inmunología
4.
Stroke ; 54(8): 2031-2039, 2023 08.
Artículo en Inglés | MEDLINE | ID: mdl-37350272

RESUMEN

BACKGROUND: Thrombectomy for basilar artery occlusion (BAO) has proven efficacy in patients with moderate-to-severe deficits, but has unclear benefits for those with mild symptoms. METHODS: Using an observational cohort design, the US National Inpatient Sample (2018-2020) was queried for adult patients with basilar artery occlusion and National Institutes of Health Stroke Scale (NIHSS) <10 for patients treated with thrombectomy versus medical management. The primary outcome of routine discharge (to home or self-care) was evaluated using multivariable logistic regression and propensity score matching, adjusted for baseline characteristics, stroke severity, and treatment with thrombolysis. RESULTS: Of 17 019 with basilar artery occlusion, 5795 patients met the criteria for inclusion criteria for our study, and 880 (15.4%) were treated with endovascular thrombectomy. In the propensity score-matched cohort, 880 patients were treated with medical management and endovascular thrombectomy, respectively. In multivariable regression, endovascular thrombectomy was associated with both an increased odds of routine discharge (odds ratio, 1.95 [95% CI, 1.31-2.90]; P=0.001) and a decreased length of hospital stay (B, -0.74 [95% CI, -1.36 to -0.11]; P=0.02) compared with medical management. In the propensity score matched cohort, endovascular thrombectomy remained associated with greater odds of routine discharge (2.01 [95% CI, 1.21-3.34]; P=0.007) but no difference in length of hospital stay (B, -0.22 [95% CI, -0.90 to 0.46]; P=0.53). CONCLUSIONS: Routine discharge was more common in this representative US cohort of patients with basilar artery occlusion and National Institutes of Health Stroke Scale <10 who underwent thrombectomy compared to conventional medical management. These findings suggest thrombectomy may be associated with better functional outcomes despite lower National Institutes of Health Stroke Scale and should be validated in a clinical trial setting.


Asunto(s)
Arteriopatías Oclusivas , Procedimientos Endovasculares , Accidente Cerebrovascular , Adulto , Humanos , Arteria Basilar , Resultado del Tratamiento , Pacientes Internos , Accidente Cerebrovascular/cirugía , Accidente Cerebrovascular/diagnóstico , Trombectomía/efectos adversos , Arteriopatías Oclusivas/cirugía , Procedimientos Endovasculares/efectos adversos , Estudios Retrospectivos
5.
Proc Natl Acad Sci U S A ; 117(1): 563-572, 2020 01 07.
Artículo en Inglés | MEDLINE | ID: mdl-31871155

RESUMEN

Small cell carcinoma of the bladder (SCCB) is a rare and lethal phenotype of bladder cancer. The pathogenesis and molecular features are unknown. Here, we established a genetically engineered SCCB model and a cohort of patient SCCB and urothelial carcinoma samples to characterize molecular similarities and differences between bladder cancer phenotypes. We demonstrate that SCCB shares a urothelial origin with other bladder cancer phenotypes by showing that urothelial cells driven by a set of defined oncogenic factors give rise to a mixture of tumor phenotypes, including small cell carcinoma, urothelial carcinoma, and squamous cell carcinoma. Tumor-derived single-cell clones also give rise to both SCCB and urothelial carcinoma in xenografts. Despite this shared urothelial origin, clinical SCCB samples have a distinct transcriptional profile and a unique transcriptional regulatory network. Using the transcriptional profile from our cohort, we identified cell surface proteins (CSPs) associated with the SCCB phenotype. We found that the majority of SCCB samples have PD-L1 expression in both tumor cells and tumor-infiltrating lymphocytes, suggesting that immune checkpoint inhibitors could be a treatment option for SCCB. We further demonstrate that our genetically engineered tumor model is a representative tool for investigating CSPs in SCCB by showing that it shares a similar a CSP profile with clinical samples and expresses SCCB-up-regulated CSPs at both the mRNA and protein levels. Our findings reveal distinct molecular features of SCCB and provide a transcriptional dataset and a preclinical model for further investigating SCCB biology.


Asunto(s)
Carcinoma de Células Pequeñas/patología , Carcinoma de Células Transicionales/patología , Transformación Celular Neoplásica/genética , Neoplasias de la Vejiga Urinaria/patología , Vejiga Urinaria/patología , Urotelio/patología , Animales , Antineoplásicos Inmunológicos/farmacología , Antineoplásicos Inmunológicos/uso terapéutico , Antígeno B7-H1/antagonistas & inhibidores , Antígeno B7-H1/metabolismo , Carcinoma de Células Pequeñas/genética , Carcinoma de Células Pequeñas/terapia , Carcinoma de Células Transicionales/genética , Carcinoma de Células Transicionales/terapia , Transformación Celular Neoplásica/efectos de los fármacos , Células Cultivadas , Cistectomía , Conjuntos de Datos como Asunto , Células Epiteliales , Regulación Neoplásica de la Expresión Génica , Ingeniería Genética , Humanos , Linfocitos Infiltrantes de Tumor/metabolismo , Ratones , Cultivo Primario de Células , RNA-Seq , Vejiga Urinaria/citología , Vejiga Urinaria/cirugía , Neoplasias de la Vejiga Urinaria/genética , Neoplasias de la Vejiga Urinaria/terapia , Urotelio/citología , Ensayos Antitumor por Modelo de Xenoinjerto
6.
Cancer Cell ; 41(12): 2066-2082.e9, 2023 12 11.
Artículo en Inglés | MEDLINE | ID: mdl-37995683

RESUMEN

Trans-differentiation from an adenocarcinoma to a small cell neuroendocrine state is associated with therapy resistance in multiple cancer types. To gain insight into the underlying molecular events of the trans-differentiation, we perform a multi-omics time course analysis of a pan-small cell neuroendocrine cancer model (termed PARCB), a forward genetic transformation using human prostate basal cells and identify a shared developmental, arc-like, and entropy-high trajectory among all transformation model replicates. Further mapping with single cell resolution reveals two distinct lineages defined by mutually exclusive expression of ASCL1 or ASCL2. Temporal regulation by groups of transcription factors across developmental stages reveals that cellular reprogramming precedes the induction of neuronal programs. TFAP4 and ASCL1/2 feedback are identified as potential regulators of ASCL1 and ASCL2 expression. Our study provides temporal transcriptional patterns and uncovers pan-tissue parallels between prostate and lung cancers, as well as connections to normal neuroendocrine cell states.


Asunto(s)
Carcinoma de Células Pequeñas , Neoplasias Pulmonares , Neoplasias de la Próstata , Carcinoma Pulmonar de Células Pequeñas , Masculino , Humanos , Neoplasias Pulmonares/genética , Carcinoma de Células Pequeñas/genética , Factores de Transcripción/genética , Neoplasias de la Próstata/genética , Neoplasias de la Próstata/patología , Transdiferenciación Celular/genética , Factores de Transcripción con Motivo Hélice-Asa-Hélice Básico/genética , Factores de Transcripción con Motivo Hélice-Asa-Hélice Básico/metabolismo , Regulación Neoplásica de la Expresión Génica , Línea Celular Tumoral , Carcinoma Pulmonar de Células Pequeñas/genética
7.
Cell Rep ; 37(13): 110167, 2021 12 28.
Artículo en Inglés | MEDLINE | ID: mdl-34919800

RESUMEN

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.


Asunto(s)
ARN Polimerasa Dependiente de ARN de Coronavirus/inmunología , Antígeno HLA-A2/inmunología , SARS-CoV-2/inmunología , Linfocitos T CD8-positivos/inmunología , COVID-19/inmunología , COVID-19/terapia , Técnicas de Cultivo de Célula , Reacciones Cruzadas/inmunología , Epítopos de Linfocito T/inmunología , Antígenos HLA-A/inmunología , Antígeno HLA-A2/genética , Humanos , Epítopos Inmunodominantes/inmunología , Leucocitos Mononucleares/inmunología , Leucocitos Mononucleares/metabolismo , Leucocitos Mononucleares/virología , ARN Viral/genética , Receptores de Antígenos de Linfocitos T/inmunología , Receptores de Antígenos de Linfocitos T alfa-beta/genética , Receptores de Antígenos de Linfocitos T alfa-beta/inmunología , SARS-CoV-2/patogenicidad , Glicoproteína de la Espiga del Coronavirus/inmunología
8.
Cell Rep ; 27(13): 3760-3769.e4, 2019 06 25.
Artículo en Inglés | MEDLINE | ID: mdl-31242410

RESUMEN

In the eukaryotic cell, spliceosomes assemble onto pre-mRNA cotranscriptionally. Spliceosome assembly takes place in the context of the chromatin environment, suggesting that the state of the chromatin may affect splicing. The molecular details and mechanisms through which chromatin affects splicing, however, are still unclear. Here, we show a role for the histone methyltransferase Set2 and its histone modification, H3K36 methylation, in pre-mRNA splicing through high-throughput sequencing. Moreover, the effect of H3K36 methylation on pre-mRNA splicing is mediated through the chromodomain protein Eaf3. We find that Eaf3 is recruited to intron-containing genes and that Eaf3 interacts with the splicing factor Prp45. Eaf3 acts with Prp45 and Prp19 after formation of the precatalytic B complex around the time of splicing activation, thus revealing the step in splicing that is regulated by H3K36 methylation. These studies support a model whereby H3K36 facilitates recruitment of an "adapter protein" to support efficient, constitutive splicing.


Asunto(s)
Acetiltransferasas/metabolismo , Histonas/metabolismo , Proteínas de Saccharomyces cerevisiae/metabolismo , Saccharomyces cerevisiae/metabolismo , Empalmosomas/metabolismo , Transcripción Genética , Acetiltransferasas/genética , Histonas/genética , Metilación , Factores de Empalme de ARN/genética , Factores de Empalme de ARN/metabolismo , Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/genética , Empalmosomas/genética
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