Unraveling the Interplay of D-2-HG in Glioblastoma Tumorigenesis via Integrated Machine Learning and Molecular Docking Analysis

Our study suggests that D-2-HG plays a significant role in the pathogenesis of GBM by modulating specific genes and signaling pathways. Utilizing machine learning techniques, we identified six essential regulatory genes, and further molecular docking simulations revealed a strong affinity of D-2-HG for these critical targets. Collectively, these results establish a substantial basis for future investigations into the mechanistic role of D-2-HG in GBM oncogenesis.

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Publication Details

Journal
Frontiers in Bioscience-Landmark
Published
2026-01-20
DOI
https://doi.org/10.31083/fbl47692
Primary Topic
Cancer, Hypoxia, and Metabolism
Type
article
Field-Weighted Citation Impact
0.00
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article

Unraveling the Interplay of D-2-HG in Glioblastoma Tumorigenesis via Integrated Machine Learning and Molecular Docking Analysis

Jing Zhuang, Qinglin Li, Yangfan Zou, Qiyun Wu et al.
Frontiers in Bioscience-Landmark
Cancer, Hypoxia, and Metabolism
article

Unraveling the Interplay of D-2-HG in Glioblastoma Tumorigenesis via Integrated Machine Learning and Molecular Docking Analysis

Jing Zhuang, Qinglin Li, Yangfan Zou, Qiyun Wu, Xuefei Yu
article en

Abstract

Our study suggests that D-2-HG plays a significant role in the pathogenesis of GBM by modulating specific genes and signaling pathways. Utilizing machine learning techniques, we identified six essential regulatory genes, and further molecular docking simulations revealed a strong affinity of D-2-HG for these critical targets. Collectively, these results establish a substantial basis for future investigations into the mechanistic role of D-2-HG in GBM oncogenesis.

Frontiers in Bioscience-LandmarkVol. 31(1)
Macau University of Science and Technology (MO), Zhejiang Cancer Hospital (CN), Weifang Chinese Medicine Hospital (CN)
Openalex Percentile: Top 74%
Cancer, Hypoxia, and Metabolism
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