Spatial transcriptomics characterisation of radionecrotic changes in glioblastoma patients

胶质母细胞瘤 转录组 计算生物学 医学 生物 计算机科学 中枢神经系统 癌症研究 癌症 神经科学 疾病 生物信息学 组分(热力学) 特征(语言学)
作者
Zaira Seferbekova,Michael Ritter,Gleb D. Rukhovich,Sophia Schinkewitsch,Nela Köberer,Niklas Grassl,Maximilian Y Deng,Arne Mathias Ruder,Laila König,J. Debus,Uta Hanning,Frank A Giordano,Tobias Keßler,V Goidts,Miriam Ratliff,Christel Herold-Mende,Sandro M Krieg,Nima Etminan,Michael Platten,Wolfgang Wick
出处
期刊:Neuro-oncology [Oxford University Press]
卷期号:28 (5): 1150-1162 被引量:1
标识
DOI:10.1093/neuonc/noag026
摘要

Abstract Background Isocitrate dehydrogenase (IDH)-wildtype Glioblastoma (GB) is the most prevalent primary malignant central nervous system (CNS) tumour in adults. The standard treatment regimen involves radiotherapy, which can cause radionecrotic (postactinic) changes as a late-onset treatment complication. While radiation is thought to mainly affect resident brain tissue, progressive GB and radionecrotic changes can be challenging to differentiate, as they may present with similar symptoms and appear alike on Magnetic Resonance Imaging (MRI). Therefore, histopathological examination remains the gold standard of diagnostics. Methods The cohort comprised ten samples from 9 patients diagnosed with GB, all of whom underwent first-line standard of care treatment including surgery, radio- and chemotherapy with temozolomide. Subsequent radiological examination identified tumour progression in all patients, thus necessitating a second surgery. Following histopathological examination of the material collected from the second surgery, 4 patients were histologically diagnosed with tumour recurrence, 4 exhibited no evidence of recurrence but manifested with radionecrotic changes, and 1 patient demonstrated both. The spatial single cell transcriptomic profiling of the samples was conducted using the Xenium platform. Results We generated a comprehensive spatial single cell transcriptomic atlas of progressive GB and brain tissue with radionecrotic changes. Tumour cells were detected in samples from both groups. The employment of the dataset revealed that progressive GB samples contained oligodendrocyte progenitor (OPC), and neural progenitor (NPC)-like and proliferating tumour cells with high epidermal growth factor receptor (EGFR) expression. Conversely, in samples with radionecrotic changes, tumour cells downregulated their EGFR expression even in the presence of gene amplification and did not show proliferation markers. Additionally, border-associated macrophages infiltrated the tissue and might have promoted gliosis in samples with radionecrotic changes. Conclusions This study delineates a complex spatial architecture of brain tissue with post-treatment changes and its discrepancies from progressive GB, thus facilitating future research into novel treatment strategies.
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