Identification of key genes and pathways associated with duck (Anas platyrhynchos) embryonic skin development using weighted gene co-expression network analysis

Genome. 2020 Dec;63(12):615-628. doi: 10.1139/gen-2020-0054. Epub 2020 Sep 21.

Abstract

Skin and feather follicle morphogenesis are important processes for duck development; however, the mechanisms underlying morphogenesis at the embryonic stage remain unclear. To improve the understanding of these processes, we used transcriptome and weighted gene co-expression network analyses to identify the critical genes and pathways involved in duck skin development. Five modules were found to be the most related to five key stages in skin development that span from embryonic day 8 (E8) to postnatal day 7 (D7). Using STEM software, 6519 genes from five modules were clustered into 10 profiles to reveal key genes. Above all, we obtained several key module genes including WNT3A, NOTCH1, SHH, BMP2, NOG, SMAD3, and TGFβ2. Furthermore, we revealed that several pathways play critical roles throughout the skin development process, including the Wnt pathway and cytoskeletal rearrangement-related pathways, whereas others are involved in specific stages of skin development, such as the Notch, Hedgehog, and TGF-beta signaling pathways. Overall, this study identified the pathways and genes that play critical roles in skin development, which may provide a basis for high-quality down-type meat duck breeding.

Keywords: WGCNA; feather follicle; follicule de la plume; peau; skin; séquençage du transcriptome; transcriptome sequencing.

MeSH terms

  • Animals
  • Ducks / embryology*
  • Ducks / genetics*
  • Ducks / growth & development
  • Embryonic Development / genetics*
  • Feathers
  • Gene Expression Profiling
  • Gene Expression Regulation, Developmental
  • Gene Regulatory Networks
  • Molecular Sequence Annotation
  • Morphogenesis / genetics
  • Organogenesis
  • Skin / embryology*
  • Skin / metabolism
  • Transcriptome