Network connectome analysis of multi omics data identifies molecular markers of recurrence and grade progression in meningioma

Our connectome-based multi-omics analysis reveals that meningioma aggressiveness is driven by coordinated molecular interactions rather than single-omic alterations. This systems-level approach provides a compact, data-driven framework for predicting recurrence and grade, supporting precision risk stratification in clinical practice.

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Publication Details

Journal
Frontiers in Oncology
Published
2026-03-02
DOI
https://doi.org/10.3389/fonc.2026.1745505
Primary Topic
Meningioma and schwannoma management
Type
article
Field-Weighted Citation Impact
0.00

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article

Network connectome analysis of multi omics data identifies molecular markers of recurrence and grade progression in meningioma

Jeong-An Gim, Wonki Yoon, Woo Keun Kwon, Hae Won Roh et al.
Frontiers in Oncology
Meningioma and schwannoma management
article

Network connectome analysis of multi omics data identifies molecular markers of recurrence and grade progression in meningioma

Jeong-An Gim, Wonki Yoon, Woo Keun Kwon, Hae Won Roh, Joonho Byun, Taek Hyun Kwon, Jong Hyun Kim, Hyun Jun Jo, Chang Hwa Ham
article en

Abstract

Our connectome-based multi-omics analysis reveals that meningioma aggressiveness is driven by coordinated molecular interactions rather than single-omic alterations. This systems-level approach provides a compact, data-driven framework for predicting recurrence and grade, supporting precision risk stratification in clinical practice.

Frontiers in OncologyVol. 16
Soonchunhyang University (KR), Korea University Medical Center (KR), Soonchunhyang University Hospital Seoul (KR)
Korea University Guro Hospital, National Research Foundation, Korea University, National Research Foundation of Korea
Openalex Percentile: Top 37%
Meningioma and schwannoma management
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