Multi-omics integration

…genome interactions and multi-omics integration. Practical work includes quality control, alignment, differential expression, peak and motif analysis, and visualisation of genomic contacts. Reproducible Linux and R notebooks connect assay design to biological interpretation. Live online, 22–26 February, 13:00–19:00 Europe/Berlin (CET). Fee €480. Participants need a b

Tim Ebbels presents interpretable machine-learning models for metabolomics and multi-omics using pathway and chemical-class scores. Sparse coverage of the metabolome and uncertain annotations make conventional results difficult to interpret; pathway-based features aim to connect model output directly to biological function. The webinar examines applications from multi-assay mass spectrometry and multi-omics integration to single-cell and mass-spectrometry imaging, discusses methodological challenges and attempts to resolve them, and demonstrates how these approaches can clarify complex biologi