TGF-beta 1, an important multi-functional cytokine of the TGF-beta signaling pathway, has been reported to be crucial for ovarian granulosa cell (GC) states and female fertility. However, the molecular mechanism underlying TGF-beta 1 regulation of GC states remains largely unknown. Here, we provide a comprehensive transcriptomic view on TGF-beta 1 regulation of cell states in porcine GCs. We first confirmed that TGF-beta 1 can control GC states (apoptosis and proliferation) in pig ovary. RNA-seq showed that 909 differentially expressed genes (DEGs), including 890 DEmRNAs and 19 DEmiRNAs, were identified in TGF-beta 1-treated porcine GCs. Functional annotation showed that these DEGs were mainly involved in regulating cell states. In addition, multiple hub genes were identified by constructing the protein-protein interaction network, DEmiRNA-DEmRNAs regulatory network, and gene-pathway-function co-expression networks, which were further found to be enriched in FoxO, TGF-beta, Wnt, PIK3-Akt, p53 and Ras signaling pathways that play important roles in regulating cell states, cell cycle, proliferation, stress-responses and inflammation. The current research deeply reveals the effects of TGF-beta 1 on porcine GCs, and also identifies potential therapeutic RNA molecules for inhibiting and rescuing female infertility. (C) 2020 Elsevier Inc. All rights reserved.