Research into meningioma biology and genetics has revealed significant insights into the tumor's aggressiveness and recurrence patterns. A study utilizing single-cell RNA sequencing (scRNA-Seq) identified a unique initiating cell subpopulation (SULT1E1) that contributes to the malignancy of high-grade meningiomas, which often have poor outcomes despite surgical intervention (ref: Huang doi.org/10.1002/advs.202205525/). Another investigation focused on gene expression signatures across various meningioma subtypes, highlighting the need for improved understanding of the cellular processes and signaling pathways that drive tumor development (ref: Tsitsikov doi.org/10.3389/fonc.2023.1126550/). Additionally, the aberrant expression of Polycystin-2 (PC2) was linked to increased malignancy in meningiomas, with significant expression differences noted between tumor grades and normal brain tissue (ref: Assimakopoulou doi.org/10.1097/PAI.0000000000001113/). Furthermore, DNA methylation analysis has emerged as a valuable tool for predicting meningioma recurrence, providing a more nuanced classification of these tumors based on their methylation profiles (ref: Shen doi.org/10.1007/s00701-023-05550-5/). Lastly, preoperative MRI features have been shown to predict high-grade tumors, with specific characteristics such as necrosis and brain edema correlating with worse outcomes (ref: Radeesri doi.org/10.31557/APJCP.2023.24.3.819/).