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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.
Published as Sparse Contextual Coupling Reshapes Diffusion Geometry in Multilayer Hypergraphs arXiv:2605.20454
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