Single-cell RNA sequencing of preadipocytes reveals the cell fate heterogeneity induced by melatonin

J Pineal Res. 2021 Apr;70(3):e12725. doi: 10.1111/jpi.12725. Epub 2021 Mar 5.

Abstract

Obesity is a global epidemic health disorder and associated with several diseases. Body weight-reducing effects of melatonin have been reported; however, no investigation toward examining whether the beneficial effects of melatonin are associated with preadipocyte heterogeneity has been reported. In this study, we profiled 25 071 transcriptomes of normal and melatonin-treated preadipocytes using scRNA-seq. By tSNE analysis, we present a cellular-state landscape for melatonin-treated preadipocytes that covers multiple-cell subpopulations, defined as cluster 0 to cluster 13. Cluster 0 and cluster 1 were the largest components of normal and melatonin-treated preadipocytes, respectively. G0S2, an inhibitor of adipose triglyceride lipase (ATGL), was significantly upregulated in cluster 0 and downregulated in cluster 1. We redefined cluster 0 as the G0S2-positive cluster (G0S2+ ) and cluster 1 as the G0S2-negative cluster (G0S2- ). Through pseudotime analysis, the G0S2- cluster cell differentiation trajectory was divided into three major structures, that is, the prebranch, the lipid catabolism branch, and the cell fate 2 branch. In vitro, G0S2 knockdown enhanced the expression levels of ATGL, BAT markers and fatty acid oxidation-related genes, but inhibited C/EBPα and PPARγ expression. In vivo, knockdown of G0S2 reduced the body weight gain in high-fat-fed mice. The beneficial effects of the G0S2- cell cluster in promoting lipolysis and inhibiting adipogenesis are dependent on two major aspects: first, downregulation of the G0S2 gene in the G0S2- cluster, resulting in activation of ATGL, which is responsible for the bulk of triacylglycerol hydrolase activity; and second, upregulation of FABP4 in the G0S2- cluster, resulting in inhibition of PPARγ and further reducing adipogenesis.

Keywords: ATGL; G0S2; cell heterogeneity; melatonin; preadipocyte; single-cell RNA sequencing.

MeSH terms

  • 3T3-L1 Cells
  • Adipocytes / drug effects*
  • Adipocytes / metabolism
  • Adipogenesis / drug effects*
  • Animals
  • Cell Cycle Proteins / genetics
  • Cell Cycle Proteins / metabolism
  • Cell Lineage
  • Chickens
  • Fatty Acid-Binding Proteins / genetics
  • Fatty Acid-Binding Proteins / metabolism
  • Gene Expression Profiling*
  • Gene Expression Regulation, Developmental
  • Lipase / genetics
  • Lipase / metabolism
  • Lipid Metabolism / drug effects
  • Male
  • Melatonin / pharmacology*
  • Mice
  • Mice, Inbred C57BL
  • PPAR gamma / genetics
  • PPAR gamma / metabolism
  • RNA-Seq*
  • Single-Cell Analysis*
  • Transcriptome*

Substances

  • Cell Cycle Proteins
  • Fabp4 protein, mouse
  • Fatty Acid-Binding Proteins
  • G0S2 protein, mouse
  • PPAR gamma
  • Pparg protein, mouse
  • Lipase
  • PNPLA2 protein, mouse
  • Melatonin