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There is an increased need for integrative analyses of multi-omic data. We present and benchmark a novel tensorial independent component analysis (tICA) algorithm against current state-of-the-art methods. We find that tICA...

Cancer dimensional reduction Epigenome-wide association study Independent Component Analysis Multi-omic Tensor mQTL Algorithms DNA Copy Number Variations DNA Methylation Epigenesis Genetic Epigenomics Gene Expression Regulation Neoplastic Genetic Markers Genome-Wide Association Study Humans Neoplasms Quantitative Trait Loci

energetics Exercise Heart metabolism Muscle Animals Cholesterol Cognition Diet Dietary Carbohydrates Dietary Fats Energy Intake Energy Metabolism Feeding Behavior Insulin Ketones Male Rats Wistar Triglycerides