CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria.
Blood. 2019 Jul 11;134(2):199-210. doi: 10.1182/blood.2019000519. Epub 2019 May 7.
Ph-negative myeloproliferative neoplasms (MPNs) are hematological cancers that can be subdivided into entities with distinct clinical features. Somatic mutations in , , and have been described as drivers of the disease, together with a variable landscape of nondriver mutations. Despite detailed knowledge of disease mechanisms, targeted therapies effective enough to eliminate MPN cells are still missing. In this study of 113 MPN patients, we aimed to comprehensively characterize the mutational landscape of the granulocyte transcriptome using RNA sequencing data and subsequently examine the applicability of immunotherapeutic strategies for MPN patients. Following implementation of customized workflows and data filtering, we identified a total of 13 (12/13 novel) gene fusions, 231 nonsynonymous single nucleotide variants, and 21 insertions and deletions in 106 of 113 patients. We found a high frequency of -mutated primary myelofibrosis patients (14%) with distinct 3' splicing patterns, many of these with a protein-altering potential. Finally, from all mutations detected, we generated a virtual peptide library and used NetMHC to predict 149 unique neoantigens in 62% of MPN patients. Peptides from and mutations provide a rich source of neoantigens as a result of their unique ability to bind many common MHC class I molecules. Finally, we propose that mutations derived from splicing defects present in -mutated patients may offer an unexplored neoantigen repertoire in MPNs. We validated 35 predicted peptides to be strong MHC class I binders through direct binding of predicted peptides to MHC proteins in vitro. Our results may serve as a resource for personalized vaccine or adoptive cell-based therapy development.
Ph 阴性骨髓增殖性肿瘤(MPN)是血液系统癌症,可以细分为具有不同临床特征的实体。体细胞突变 、 、 和 已被描述为疾病的驱动因素,同时还存在不同的非驱动突变景观。尽管对疾病机制有详细的了解,但仍然缺乏足够有效的靶向治疗来消除 MPN 细胞。在这项对 113 名 MPN 患者的研究中,我们旨在使用 RNA 测序数据全面描述粒细胞转录组的突变景观,并随后检查免疫治疗策略在 MPN 患者中的适用性。在实施定制的工作流程和数据过滤后,我们总共在 113 名患者中的 106 名患者中鉴定了 13 个(12/13 个为新)基因融合、231 个非同义单核苷酸变异和 21 个插入和缺失。我们发现高频率的 -突变原发性骨髓纤维化患者(14%)具有不同的 3'剪接模式,其中许多具有改变蛋白质的潜力。最后,从所有检测到的突变中,我们生成了一个虚拟肽文库,并使用 NetMHC 预测了 62%的 MPN 患者中有 149 个独特的新抗原。 和 突变产生的肽由于其结合许多常见 MHC 类 I 分子的独特能力,是丰富的新抗原来源。最后,我们提出,在 -突变患者中存在的剪接缺陷衍生的突变可能为 MPN 提供了一个未被探索的新抗原库。我们通过预测肽与 MHC 蛋白在体外的直接结合验证了 35 个预测肽是强 MHC 类 I 结合物。我们的结果可以作为个性化疫苗或过继细胞治疗开发的资源。