MultiModalGraphics: an R package for graphical integration of multi-omics datasets.

ABSTRACT: Multimodal visualizations are essential for identifying and interpreting complex relationships in diverse, high-dimensional biological datasets. However, existing visualization tools often lack native capabilities for embedding explicit statistical and computational annotations, hindering effective quantitative interpretation. We introduce MultiModalGraphics, an R package designed specifically for creating annotated scatterplots and heatmaps of multi-omics and high-dimensional biological data. The package allows seamless embedding of statistical summaries such as fold-changes, p-values, q-values, and standard deviations, facilitating direct quantitative comparisons. MultiModalGraphics interoperates with Bioconductor packages including MultiAssayExperiment, limma, voom, and iClusterPlus, st

SUBMITTER: Mohammed FA 

PROVIDER: S-EPMC12539187 | biostudies-literature | 2025 Oct

REPOSITORIES: biostudies-literature