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. 2024 Jan;166(1):155-165.
doi: 10.1007/s11060-023-04539-5. Epub 2023 Dec 27.

Exploring MGMT methylation-driven structural connectivity changes in insular gliomas: a tractography and graph theoretical analysis

Zuo-Cheng Yang  1 , Chuan-Dong Yin  1 , Fang-Cheng Yeh  2   3 , Bo-Wen Xue  1 , Xin-Yu Song  1 , Gen Li  1 , Sheng-Jun Sun  4 , Zheng-Hai Deng  1 , Zong-Gang Hou  5 , Jian Xie  6
Affiliations

Exploring MGMT methylation-driven structural connectivity changes in insular gliomas: a tractography and graph theoretical analysis

Zuo-Cheng Yang et al. J Neurooncol. 2024 Jan.

Abstract

Objectives: This study aims to explore the relationship between the methylation levels of the O-6-methylguanine-DNA methyltransferase (MGMT) promoter and the structural connectivity in insular gliomas across hemispheres.

Methods: We analyzed 32 left and 29 right insular glioma cases and 50 healthy controls, using differential tractography, correlational tractography, and graph theoretical analysis to investigate the correlation between structural connectivity and the methylation level.

Results: The differential tractography results revealed that in left insular glioma, the volume of affected inferior fronto-occipital fasciculus (IFOF, p = 0.019) significantly correlated with methylation levels. Correlational tractography results showed that the quantitative anisotropy (QA) value of peritumoral fiber tracts also exhibited a significant correlation with methylation levels (FDR < 0.05). On the other hand, in right insular glioma, anterior internal part of the reticular tract, IFOF, and thalamic radiation showed a significant correlation with methylation levels but at a different correlation direction from the left side (FDR < 0.05). The graph theoretical analysis showed that in the left insular gliomas, only the radius of graph was significantly lower in methylated MGMT group than unmethylated group (p = 0.047). No significant correlations between global properties and methylation levels were observed in insular gliomas on both sides.

Conclusion: Our findings highlight a significant, hemisphere-specific correlation between MGMT promoter methylation and structural connectivity in insular gliomas. This study provides new insights into the genetic influence on glioma pathology, which could inform targeted therapeutic strategies.

Keywords: Correlational tractography; Differential tractography; Graph network; Insular gliomas; MGMT promoter methylation.

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