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High peritumoral network connectedness in glioblastoma reveals a distinct epigenetic signature and is associated with decreased overall survival

社会联系 表观遗传学 神经科学 医学 中心性 胶质瘤 肿瘤科 心理学 生物 癌症研究 基因 数学 心理治疗师 生物化学 组合数学
作者
Kerstin Jütten,Jonas Ort,Julius M. Kernbach,Anke Meyer‐Baese,Uwe Meyer‐Baese,Hussam Aldin Hamou,Hans Clusmann,Martin Wiesmann,Juliane Bremer,Henner Koch,Aniella Bak,Franz Ricklefs,Richard Drexler,Dieter-Henrik Heiland,Daniel Delev
出处
期刊:Neuro-oncology [Oxford University Press]
标识
DOI:10.1093/neuonc/noaf101
摘要

Abstract Background Glioblastomas are functionally integrated into their peritumoral neural environment, and the dynamic functional interaction can be analyzed using network theory, providing insights into the tumor-brain interface. We investigated peritumoral network connectedness of glioblastomas, revealing its association with distinct epigenetic signatures, its influence on survival, and its susceptibility to modification through surgical treatment. Methods Resting-state fMRI was performed on 48 glioblastoma patients. Tumor lesions were segmented, and networks were constructed at 10mm and 40mm distances from the tumor margin. These networks were mirrored to the healthy hemisphere to compare lesional and contralesional networks. The difference between lesional and contralesional mean degree centrality was calculated to assess peritumoral network connectedness. Its correlation with epigenetic signatures and effect on overall survival were analyzed. Surgery-induced changes in peritumoral network connectedness were evaluated in seven patients with follow-up data. Results Mean degree centrality was significantly higher in the lesional compared to the contralesional network (p=.032), indicating a tumor-induced effect on its local environment and reflecting high peritumoral network connectedness. Glioblastomas with a neural high epigenetic signature exhibited increased peritumoral network connectedness (p=.010), which was associated with decreased survival (p=.036). Postoperative peritumoral network connectedness tended to decrease, suggesting that surgical resection disrupts the functional communication between the tumor and its peritumoral environment. Conclusions The role of network features in predicting patient survival suggests their clinical relevance as imaging biomarkers for assessing personalized treatment strategies, which may include targeting crucial nodes for disconnection or even neuromodulation of neural circuits.

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