RNA was harvested using RNA isolation kit (Sharebio). 1 ug of total RNA was used for the construction of sequencing libraries. RNA libraries for RNA-seq were prepared  using Stranded mRNA-seq Lib Prep Kit for lllumina (ABclonal, China) following manufacture's protocols.