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Supplementary files for "Learning the Relationship Between Variants, Metabolic Fluxes and Phenotypes"

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NIAID Data Ecosystem2026-05-01 收录
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Our study presents a novel approach, VaMP, which integrates neural networks and metabolic models to understand the complex links between genetic variants and cancer phenotypes. By leveraging genome-scale metabolic models (GSMs) and neural networks, VaMP offers a comprehensive framework for decoding cancer biology. We demonstrate its effectiveness through validation experiments on five cancer types, showcasing its ability to identify significant genes and metabolic signatures.

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2024-03-18
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