Multi‐omics usually refers to the crossover application of multiple high‐throughput screening
technologies represented by genomics, transcriptomics, single‐cell transcriptomics …

When it comes to precision oncology, proteogenomics may provide better prospects to the
clinical characterization of tumors, help make a more accurate diagnosis of cancer, and …

Until recently, understanding the regulatory behavior of cells has been pursued through
independent analysis of the transcriptome or the proteome. Based on the central dogma, it …

Motivation: In biomedical research a growing number of platforms and technologies are
used to measure diverse but related information, and the task of clustering a set of objects …

Discovering the gene expression signature associated with a cellular state is one of the
basic quests in majority of biological studies. For most of the clinical and cellular …

Phosphate (P i) deficiency impairs plant growth and productivity in many agricultural
ecosystems, causing severe reductions in crop yield. To uncover novel aspects in …

Motivation: The integration of multiple datasets remains a key challenge in systems biology
and genomic medicine. Modern high-throughput technologies generate a broad array of …

Significance: The extracellular matrix (ECM) is a dynamic microenvironment that undergoes
continuous remodeling, particularly during injury and wound healing. Chronic liver injury of …

Nitrogen deprivation increases the triacylglycerol (TAG) content in microalgae but also
severely decreases the growth rate. Most approaches that attempted to increase TAG …

Proteomics is the large-scale study of proteins, particularly their expression, structures and
functions. This still-emerging combination of technologies aims to describe and characterize …