UF Brain Tumor Immunotherapy Program, Preston A. Wells Center for Brain Tumor Therapy, Lillian S. Wells Department of Neurosurgery, University of Florida, 1333 Center Drive, BSB B1-118, Gainesville, FL, 32610, USA.
Department of Biostatistics, University of Florida, Gainesville, FL, USA.
Genome Med. 2024 Aug 19;16(1):102. doi: 10.1186/s13073-024-01363-y.
The current standard of care treatments for medulloblastoma are insufficient as these do not take tumor heterogeneity into account. Newer, safer, patient-specific treatment approaches are required to treat high-risk medulloblastoma patients who are not cured by the standard therapies. Immunotherapy is a promising treatment modality that could be key to improving survival and avoiding morbidity. For an effective immune response, appropriate tumor antigens must be targeted. While medulloblastoma patients with subgroup-specific genetic substitutions have been previously reported, the immunogenicity of these genetic alterations remains unknown. The aim of this study is to identify potential tumor rejection antigens for the development of antigen-directed cellular therapies for medulloblastoma.
We developed a cancer immunogenomics pipeline and performed a comprehensive analysis of medulloblastoma subgroup-specific transcription profiles (n = 170, 18 WNT, 46 SHH, 41 Group 3, and 65 Group 4 patient tumors) available through International Cancer Genome Consortium (ICGC) and European Genome-Phenome Archive (EGA). We performed in silico antigen prediction across a broad array of antigen classes including neoantigens, tumor-associated antigens (TAAs), and fusion proteins. Furthermore, we evaluated the antigen processing and presentation pathway in tumor cells and the immune infiltrating cell landscape using the latest computational deconvolution methods.
Medulloblastoma patients were found to express multiple private and shared immunogenic antigens. The proportion of predicted TAAs was higher than neoantigens and gene fusions for all molecular subgroups, except for sonic hedgehog (SHH), which had a higher neoantigen burden. Importantly, cancer-testis antigens, as well as previously unappreciated neurodevelopmental antigens, were found to be expressed by most patients across all medulloblastoma subgroups. Despite being immunologically cold, medulloblastoma subgroups were found to have distinct immune cell gene signatures.
Using a custom antigen prediction pipeline, we identified potential tumor rejection antigens with important implications for the development of immunotherapy for medulloblastoma.
目前的神经母细胞瘤治疗标准还不够完善,因为这些治疗方法没有考虑到肿瘤异质性。需要新的、更安全、针对患者个体的治疗方法来治疗那些标准疗法无法治愈的高危神经母细胞瘤患者。免疫疗法是一种很有前途的治疗方法,可能是提高生存率和避免发病率的关键。为了产生有效的免疫反应,必须针对适当的肿瘤抗原。虽然之前已经报道了具有亚组特异性遗传替代的神经母细胞瘤患者,但这些遗传改变的免疫原性仍不清楚。本研究旨在确定潜在的肿瘤排斥抗原,为神经母细胞瘤的抗原定向细胞治疗的发展提供依据。
我们开发了一个癌症免疫基因组学管道,并对通过国际癌症基因组联盟(ICGC)和欧洲基因组-表型档案(EGA)获得的神经母细胞瘤亚组特异性转录谱(n=170,18 个 WNT、46 个 SHH、41 个 Group 3 和 65 个 Group 4 患者肿瘤)进行了全面分析。我们在广泛的抗原类别(包括新抗原、肿瘤相关抗原(TAA)和融合蛋白)上进行了计算机预测。此外,我们使用最新的计算去卷积方法评估了肿瘤细胞中的抗原加工和呈递途径以及免疫浸润细胞景观。
发现神经母细胞瘤患者表达多种个体和共享的免疫原性抗原。除了 sonic hedgehog(SHH)外,所有分子亚组的预测 TAA 比例都高于新抗原和基因融合,而 sonic hedgehog(SHH)的新抗原负担较高。重要的是,在所有神经母细胞瘤亚组中,癌症睾丸抗原以及以前未被认识到的神经发育抗原都被发现由大多数患者表达。尽管免疫原性较低,但神经母细胞瘤亚组被发现具有不同的免疫细胞基因特征。
使用定制的抗原预测管道,我们确定了潜在的肿瘤排斥抗原,这对神经母细胞瘤免疫治疗的发展具有重要意义。