Dimensionality reduction of longitudinal ’omics data using modern tensor factorizations
Fig 7
tcam’s applicability to proteomics datasets.
a Scatterplot of leading tcam factors significantly correlated with insulin resistance or sensitivity. Points are colored according to insulin resistant (IR) and insulin sensitive (IS) information. b Heatmap showing the sum of top and bottom 25 features contributing to the variation on F1 according to their loadings; Color bar indicates z-score normalized value.