A high-throughput, image-based screen to identify kinases involved in brown adipocyte development.
Aliki PerdikariElisabeth KulenkampffCarla RudigierHeike NeubauerGerd LuippoldNorbert RedemannChristian WolfrumPublished in: Science signaling (2017)
Brown adipose tissue (BAT) is responsible for thermogenesis that is not associated with shivering through the process of converting chemical energy into heat through uncoupling protein 1 (UCP1) in the mitochondria. Thus, expanding or activating BAT could be a potential tool against obesity. To analyze the effect of kinase signaling on brown adipocyte formation, a process that describes the acquisition of the ability to dissipate energy as heat, we performed lentiviral-mediated short hairpin knockdown or used pharmacological inhibitors in a high-content and high-throughput in vitro image-based screen. We identified 190 kinases that either stimulated or inhibited brown adipocyte proliferation, differentiation, or formation. Among these kinases, we found that 5' AMP-activated protein kinase (AMPK) promoted the formation of brown adipocytes abundant inUCP1. Together, our results provide insight into the kinases, particularly AMPK, that regulate brown adipocyte formation.
Keyphrases
- adipose tissue
- high throughput
- protein kinase
- insulin resistance
- high fat diet
- skeletal muscle
- deep learning
- fatty acid
- metabolic syndrome
- single cell
- cell death
- signaling pathway
- high fat diet induced
- type diabetes
- heat stress
- physical activity
- weight loss
- machine learning
- reactive oxygen species
- nitric oxide
- human health