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Data and code for High-Dimensional Mediation Analysis (HDMA) in diversity outbred mice

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Figshare2024-09-19 更新2026-04-08 收录
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https://figshare.com/articles/dataset/Data_and_code_for_High-Dimensional_Mediation_Analysis_HDMA_in_diversity_outbred_mice/27066979/1
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资源简介:
We used a novel method of high-dimensional mediation to infer a composite transcript that mediated the effect of genetics on metabolic traits in a genetically diverse population of mice maintained on a high-fat high-sugar diet to model diet-induced metabolic disease and obesity. We show that transcripts with high distal heritability contribute more to trait variability than transcripts with high local heritability. We also demonstrate the interpretability of the composite transcript and multiple applications for translation and hypothesis generation. Data for this analysis not available elsewhere, and the code to run the analysis are provided here.
提供机构:
Baker, Candice; Churchill, Gary A.; Carter, Gregory W.; Braun, Madeleine J.; Gaca, Margaret; Srivastava, Anuj; Gerdes Gyuricza, Isabela; Attie, Alan D.; L. Tyler, Anna; Rosenthal, Nadia A.; Mahoney, J. Matthew; Keller, Mark P.
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2024-09-19
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