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1.
Cancer Cell ; 41(12): 2066-2082.e9, 2023 12 11.
Artigo em Inglês | MEDLINE | ID: mdl-37995683

RESUMO

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.


Assuntos
Carcinoma de Células Pequenas , Neoplasias Pulmonares , Neoplasias da Próstata , Carcinoma de Pequenas Células do Pulmão , Masculino , Humanos , Neoplasias Pulmonares/genética , Carcinoma de Células Pequenas/genética , Fatores de Transcrição/genética , Neoplasias da Próstata/genética , Neoplasias da Próstata/patologia , Transdiferenciação Celular/genética , Fatores de Transcrição Hélice-Alça-Hélice Básicos/genética , Fatores de Transcrição Hélice-Alça-Hélice Básicos/metabolismo , Regulação Neoplásica da Expressão Gênica , Linhagem Celular Tumoral , Carcinoma de Pequenas Células do Pulmão/genética
2.
Proc Natl Acad Sci U S A ; 120(21): e2221116120, 2023 05 23.
Artigo em Inglês | MEDLINE | ID: mdl-37192158

RESUMO

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.


Assuntos
Neoplasias , Precursores de RNA , Masculino , Humanos , Precursores de RNA/metabolismo , Processamento Alternativo , Leucócitos Mononucleares/metabolismo , Receptores de Antígenos de Linfócitos T , Epitopos de Linfócito T , Imunoterapia , Antígenos de Neoplasias , Peptídeos/metabolismo , Neoplasias/genética , Neoplasias/terapia
3.
Proc Natl Acad Sci U S A ; 119(31): e2203410119, 2022 08 02.
Artigo em Inglês | MEDLINE | ID: mdl-35878026

RESUMO

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.


Assuntos
Fosfatase Ácida , Antígenos de Neoplasias , Receptores de Antígenos de Linfócitos T , Fosfatase Ácida/metabolismo , Antígenos de Neoplasias/metabolismo , Epitopos , Antígenos HLA-A/metabolismo , Antígeno HLA-A2 , Humanos , Leucócitos Mononucleares , Neoplasias/imunologia , Peptídeos , Receptores de Antígenos de Linfócitos T/metabolismo
4.
Proc Natl Acad Sci U S A ; 118(3)2021 01 19.
Artigo em Inglês | MEDLINE | ID: mdl-33431692

RESUMO

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.


Assuntos
Fatores de Transcrição Forkhead/genética , Interferon gama/genética , Fator de Necrose Tumoral alfa/genética , Recombinação V(D)J/genética , Linfócitos T CD8-Positivos/imunologia , Linfócitos T CD8-Positivos/virologia , Clonagem Molecular , Citomegalovirus/imunologia , Citomegalovirus/patogenicidade , Epitopos/imunologia , Infecções por Vírus Epstein-Barr/genética , Infecções por Vírus Epstein-Barr/imunologia , Infecções por Vírus Epstein-Barr/virologia , Herpesvirus Humano 4/imunologia , Herpesvirus Humano 4/patogenicidade , Humanos , RNA Mensageiro/genética , RNA-Seq , Receptores de Antígenos de Linfócitos T/genética , Receptores de Antígenos de Linfócitos T/imunologia , Análise de Célula Única , Linfócitos T Reguladores/imunologia , Recombinação V(D)J/imunologia
5.
Proc Natl Acad Sci U S A ; 117(1): 563-572, 2020 01 07.
Artigo em Inglês | MEDLINE | ID: mdl-31871155

RESUMO

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.


Assuntos
Carcinoma de Células Pequenas/patologia , Carcinoma de Células de Transição/patologia , Transformação Celular Neoplásica/genética , Neoplasias da Bexiga Urinária/patologia , Bexiga Urinária/patologia , Urotélio/patologia , Animais , Antineoplásicos Imunológicos/farmacologia , Antineoplásicos Imunológicos/uso terapêutico , Antígeno B7-H1/antagonistas & inibidores , Antígeno B7-H1/metabolismo , Carcinoma de Células Pequenas/genética , Carcinoma de Células Pequenas/terapia , Carcinoma de Células de Transição/genética , Carcinoma de Células de Transição/terapia , Transformação Celular Neoplásica/efeitos dos fármacos , Células Cultivadas , Cistectomia , Conjuntos de Dados como Assunto , Células Epiteliais , Regulação Neoplásica da Expressão Gênica , Engenharia Genética , Humanos , Linfócitos do Interstício Tumoral/metabolismo , Camundongos , Cultura Primária de Células , RNA-Seq , Bexiga Urinária/citologia , Bexiga Urinária/cirurgia , Neoplasias da Bexiga Urinária/genética , Neoplasias da Bexiga Urinária/terapia , Urotélio/citologia , Ensaios Antitumorais Modelo de Xenoenxerto
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