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.
Authors
- Jing Zhuang (ORCID: https://orcid.org/0000-0001-9564-0956)
- Qinglin Li
- Yangfan Zou
- Qiyun Wu (ORCID: https://orcid.org/0000-0001-8867-6299)
- Xuefei Yu (ORCID: https://orcid.org/0000-0002-5048-5558)
Institutions
- Macau University of Science and Technology (MO)
- Zhejiang Cancer Hospital (CN)
- Weifang Chinese Medicine Hospital (CN)
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