 This study investigates the role of non-coding RNAs in livery generation. It found that LNC RNAs, CERC RNAs, MIRNAs, and mRNAs are differentially expressed during the proliferative phase of fibrotic livery generation. Furthermore, it identified core regulatory networks of mRNAs and non-coding RNAs underlying livery generation. This research provides valuable insight into the molecular mechanisms behind livery generation, which could potentially lead to novel therapeutic approaches to treat diseases associated with liver fibrosis. This article was authored by Qian Wang, Zhong Daolong, Feng Feng Xu, and others.