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A tiny slice of a network can reshape the whole map
Hao Ding, Sanjukta Krishnagopal
May 19, 2026
Coupling a sparse disease-specific drug-gene layer to a large general gene-function network reshapes how information spreads across the whole system — far out of proportion to its size. Across bipolar disorder, schizophrenia, leukemia, and breast cancer, that thin contextual slice (under 2% of genes) consistently reorganized network communities and revealed unexpected disease similarities, including a breast cancer–schizophrenia connection with emerging biomedical support. The finding has practical implications for drug discovery: the genes most targeted by drugs happen to sit in the most influential network positions, acting as levers that move everything else.
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