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

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Figshare2024-03-18 更新2026-04-08 收录
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https://figshare.com/articles/dataset/Supplementary_files_for_Learning_the_Relationship_Between_Variants_Metabolic_Fluxes_and_Phenotypes_/25426315/1
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资源简介:
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.
提供机构:
Kim, Dongin
创建时间:
2024-03-18
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