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GAT based attention-reweighted PPI networks uncover shared hub genes in Crohn’s disease and ulcerative colitis | Synapse
March 3, 2026
GAT based attention-reweighted PPI networks uncover shared hub genes in Crohn’s disease and ulcerative colitis
PJ
Pratibha Joshi
Jawaharlal Nehru University
RB
Rinki Basoya
Delhi State Cancer Institute
RS
Rana Pratap Singh
Delhi State Cancer Institute
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Puntos clave
Shared hub genes play a crucial role in the overlap between Crohn’s disease and ulcerative colitis.
The analysis identified specific hub genes influencing disease progression in both conditions using a PPI network.
Data was analyzed using attention-reweighted GAT approaches to uncover gene relationships across pathways.
These findings indicate potential common therapeutic strategies for Crohn’s disease and ulcerative colitis.
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Joshi et al. (Wed,) studied this question.
synapsesocial.com/papers/69a75b8bc6e9836116a22fe4
https://doi.org/https://doi.org/10.1016/j.jocs.2026.102791
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