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IRIS:从前体 mRNA 可变剪接中发现癌症免疫治疗靶点。

IRIS: Discovery of cancer immunotherapy targets arising from pre-mRNA alternative splicing.

机构信息

Bioinformatics Interdepartmental Graduate Program, University of California, Los Angeles, CA 90095.

Center for Computational and Genomic Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA 19104.

出版信息

Proc Natl Acad Sci U S A. 2023 May 23;120(21):e2221116120. doi: 10.1073/pnas.2221116120. Epub 2023 May 16.

Abstract

Alternative splicing (AS) is prevalent in cancer, generating an extensive but largely unexplored repertoire of novel immunotherapy targets. We describe soform peptides from NA splicing for mmunotherapy target creening (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 (A02:01 and A03:01). 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.

摘要

选择性剪接 (AS) 在癌症中很普遍,产生了广泛但在很大程度上尚未开发的新型免疫治疗靶标。我们描述了用于免疫治疗靶标筛选的内含子剪接同种型肽 (IRIS),这是一个能够发现用于 TCR 和嵌合抗原受体 T 细胞 (CAR-T) 治疗的 AS 衍生肿瘤抗原 (TA) 的计算平台。IRIS 利用大规模肿瘤和正常转录组数据,并结合多种筛选方法来发现具有肿瘤相关或肿瘤特异性表达的 AS 衍生 TA。在整合转录组学和免疫肽组学数据的概念验证分析中,我们表明,数百个 IRIS 预测的 TCR 靶标由人类白细胞抗原 (HLA) 分子呈递。我们将 IRIS 应用于神经内分泌前列腺癌 (NEPC) 的 RNA-seq 数据。从 2939 个与 NEPC 相关的 AS 事件中,IRIS 预测了 808 个事件中的 1651 个表位作为两种常见 HLA 类型 (A02:01 和 A03:01) 的潜在 TCR 靶标。更严格的筛选测试优先考虑了 20 个事件中具有“新抗原样”NEPC 特异性表达的 48 个表位。预测的表位通常由≤30 个核苷酸的微外显子编码。为了验证 IRIS 预测的 TCR 表位的免疫原性和 T 细胞识别,我们进行了体外 T 细胞启动与单细胞 TCR 测序相结合的实验。转导到人外周血单核细胞 (PBMC) 中的 7 个 TCR 对个别 IRIS 预测的表位表现出高活性,为分离的 TCR 对 AS 衍生肽的反应提供了强有力的证据。一个选定的 TCR 对表达靶肽的靶细胞表现出有效的细胞毒性。我们的研究说明了 AS 对癌细胞 TA 组的贡献,并证明了 IRIS 用于发现 AS 衍生 TA 和扩大癌症免疫疗法的效用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a647/10214192/38fafd6fcc27/pnas.2221116120fig01.jpg

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