Arias Miguel A, Cios Konrad J, Kacsoh Dorottya B, Montgomery Bailey E, Song Joanna J, Patel Anishaa R, Chobrutskiy Andrea, Chobrutskiy Boris I, Blanck George
Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL 33612, USA.
College of Medicine, University of Central Florida, Orlando, FL 32827, USA.
Biology (Basel). 2023 Apr 10;12(4):575. doi: 10.3390/biology12040575.
Glioblastoma (GBM) is the most aggressive primary brain tumor in adults. Despite a growing understanding of glioblastoma pathology, the prognosis remains poor.
In this study, we used a previously extensively benchmarked algorithm to retrieve immune receptor (IR) recombination reads from GBM exome files available from the cancer genome atlas. The T-cell receptor complementarity determining region-3 (CDR3) amino acid sequences that represent the IR recombination reads were assessed and used for the generation of chemical complementarity scores (CSs) that represent potential binding interactions with cancer testis antigens (CTAs), which is an approach particularly suited to a big data setting.
The electrostatic CSs representing the TRA and TRB CDR3s and the CTAs, SPAG9, GAGE12E, and GAGE12F, indicated that an increased electrostatic CS was associated with worse disease-free survival (DFS). We also assessed the RNA expression of immune marker genes, which indicated that a high-level expression of SPHK2 and CIITA genes also correlated with high CSs and worse DFS. Furthermore, apoptosis-related gene expression was revealed to be lower when the TCR CDR3-CTA electrostatic CSs were high.
Adaptive IR recombination reads from exome files have the potential to aid in GBM prognoses and may provide opportunities to detect unproductive immune responses.
胶质母细胞瘤(GBM)是成人中最具侵袭性的原发性脑肿瘤。尽管对胶质母细胞瘤的病理学认识不断增加,但预后仍然很差。
在本研究中,我们使用了一种先前经过广泛基准测试的算法,从癌症基因组图谱中可用的GBM外显子组文件中检索免疫受体(IR)重组读数。评估了代表IR重组读数的T细胞受体互补决定区3(CDR3)氨基酸序列,并用于生成化学互补分数(CSs),该分数代表与癌症睾丸抗原(CTAs)的潜在结合相互作用,这是一种特别适用于大数据集的方法。
代表TRA和TRB CDR3以及CTAs、SPAG9、GAGE12E和GAGE12F的静电CSs表明,静电CS增加与无病生存期(DFS)较差有关。我们还评估了免疫标记基因的RNA表达,这表明SPHK2和CIITA基因的高水平表达也与高CSs和较差的DFS相关。此外,当TCR CDR3-CTA静电CSs较高时,凋亡相关基因表达较低。
从外显子组文件中获取的适应性IR重组读数有可能有助于GBM的预后评估,并可能为检测无效免疫反应提供机会。