TY - GEN
T1 - Identification of Differential Epigenetic Landscape in NF2 and Non-NF2 Meningiomas
AU - El Ghali, Raghad Rabie
AU - Saeed, Asma
AU - Irfan, Areeba
AU - Alam, Tanvir
N1 - Publisher Copyright:
© 2025 Copyright held by the owner/author(s).
PY - 2025/12/30
Y1 - 2025/12/30
N2 - Meningiomas are the most frequently occurring primary intracranial tumours, with 70-80% of tumours classified as grade I or benign. In contrast, 5-20% tumours are grade II or atypical and 1-3% tumours are grade III or malignant. One major risk factor for the development of atypical meningioma is the inactivation of neurofibromin 2 (NF2) gene. Previous studies have highlighted the association of NF2 alteration-harbouring meningiomas, or NF2-meningiomas, with an increased clinical aggressiveness and higher risk of disease recurrence. Studies have also shown that a loss of H3K27me3 signature in meningiomas is associated with rapid progression and increased risk of recurrence. Our study investigates the changes in H3K27me3 signatures and differential H3K27me3 binding in NF2 meningiomas when compared to non-NF2 meningiomas using H3K27me3 ChIP-Seq data from NCBI GEO datasets. The data was analysed using Galaxy for differential binding analysis and motif finding was done using TOMTOM tool. Our findings suggest that NF2 mutations results in reduced chromatin silencing and potential transcriptional deregulation in comparison to non-NF2 meningiomas. This highlights the significance of H3K27me3 as an epigenetic marker in atypical meningiomas and set up the groundwork for investigating therapeutic strategies aimed at restoring epigenetic regulation in NF2-mutated tumours.
AB - Meningiomas are the most frequently occurring primary intracranial tumours, with 70-80% of tumours classified as grade I or benign. In contrast, 5-20% tumours are grade II or atypical and 1-3% tumours are grade III or malignant. One major risk factor for the development of atypical meningioma is the inactivation of neurofibromin 2 (NF2) gene. Previous studies have highlighted the association of NF2 alteration-harbouring meningiomas, or NF2-meningiomas, with an increased clinical aggressiveness and higher risk of disease recurrence. Studies have also shown that a loss of H3K27me3 signature in meningiomas is associated with rapid progression and increased risk of recurrence. Our study investigates the changes in H3K27me3 signatures and differential H3K27me3 binding in NF2 meningiomas when compared to non-NF2 meningiomas using H3K27me3 ChIP-Seq data from NCBI GEO datasets. The data was analysed using Galaxy for differential binding analysis and motif finding was done using TOMTOM tool. Our findings suggest that NF2 mutations results in reduced chromatin silencing and potential transcriptional deregulation in comparison to non-NF2 meningiomas. This highlights the significance of H3K27me3 as an epigenetic marker in atypical meningiomas and set up the groundwork for investigating therapeutic strategies aimed at restoring epigenetic regulation in NF2-mutated tumours.
KW - CHIP-Seq
KW - Meningioma
KW - NF2
UR - https://www.scopus.com/pages/publications/105028808797
U2 - 10.1145/3761712.3761730
DO - 10.1145/3761712.3761730
M3 - Conference contribution
AN - SCOPUS:105028808797
T3 - ICMHI 2025 - 2025 9th International Conference on Medical and Health Informatics
SP - 104
EP - 109
BT - ICMHI 2025 - 2025 9th International Conference on Medical and Health Informatics
PB - Association for Computing Machinery, Inc
T2 - 2025 9th International Conference on Medical and Health Informatics, ICMHI 2025
Y2 - 16 May 2025 through 18 May 2025
ER -