Biological systems function through complex interactions between various 'omics
(biomolecules), and a more complete understanding of these systems is only possible …

While cost-effective high-throughput technologies provide an increasing amount of data, the
analyses of single layers of data seldom provide causal relations. Multi-omics data …

In recent years, high-throughput sequencing technologies provide unprecedented
opportunity to depict cancer samples at multiple molecular levels. The integration and …

Multi-omics approaches are novel frameworks that integrate multiple omics datasets
generated from the same patients to better understand the molecular and clinical features of …

Multi-omics experiments at bulk or single-cell resolution facilitate the discovery of hypothesis-
generating biomarkers for predicting response to therapy, as well as aid in uncovering …

Microbial bioproduction of chemicals, proteins, and primary metabolites from cheap carbon
sources is currently an advancing area in industrial research. The model yeast …

Metabolomics deals with multiple and complex chemical reactions within living organisms
and how these are influenced by external or internal perturbations. It lies at the heart of …

Advances in omics technologies allow for holistic studies into biological systems. These
studies rely on integrative data analysis techniques to obtain a comprehensive view of the …

Motivation Accurate diagnostic classification and biological interpretation are important in
biology and medicine, which are data-rich sciences. Thus, integration of different data types …

The Mergeomics web server is a flexible online tool for multi-omics data integration to derive
biological pathways, networks, and key drivers important to disease pathogenesis and is …