“…Interestingly, the study of circadian rhythms, a field which is by nature interdisciplinary and relevant to several preclinical and clinical specialties, has become a preferred environment for multimodal multidimensional data analysis, 6 with research projects focusing on outcomes as diverse as personalized treatment for ICU patients with circadian network disturbances, 7 targeted timed exercise interventions for diabetes management, 8 and studying the effects of hypercaloric snacking at different times in the day on hypothalamic control of energy homeostasis and thus circadian metabolic disruption by metabolomic profiling. 9 In another subspecialty, Dumont et al describe how screening, −omics, and genome-wide association studies have successfully been applied to identify the members of a diverse molecular family of proteins, PACSINs, involved in the regulation of cell cytoskeleton, intracellular trafficking and signaling, to be associated with mammalian pathophysiology. 10 Pohl et al 11 highlight the need for comprehensive characterization of cellular marker profiles to enable unbiased screening for the determination of cell identity, as exemplified on endothelial cells and their plasticity in renal disease.…”