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KGBN: Augmenting and optimizing logical gene regulatory networks using knowledge graphs | Synapse
March 3, 2026
Open Access
KGBN: Augmenting and optimizing logical gene regulatory networks using knowledge graphs
LL
Luna Xingyu Li
University of Washington Medical Center
YZ
Yue Zhang
Institute for Systems Biology
BA
Boris Aguilar
Institute for Systems Biology
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Puntos clave
KGBN enhances the functionality of gene regulatory networks, improving their predictive capabilities.
It utilizes knowledge graphs to augment the structure and relationships within these networks.
This approach combines logical reasoning with biological data for better insights into gene interactions.
The implications of this framework suggest advancements in understanding complex biological systems.
Resumen
KGBN is available at https://github.com/IlyaLab/KGBN.
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Li et al. (Fri,) studied this question.
synapsesocial.com/papers/69a75f7ec6e9836116a2ae79
https://doi.org/https://doi.org/10.64898/2026.01.29.702644
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