Chang Liu

Dr. Chang Liu

Lanzhou Institute of husbandry and pharmaceutical sciences of CAAS, Chinese Academy of Agricultural Sciences, Beijing, China
orcid

Research Focus & Metrics

Academic Career Length

6Years (2021-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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27 July 2021 in European Food Research and Technology
Verified
Journal Article
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CLChang Liu
Chang Liu
LYLinyan Yang
Linyan Yang
WZWei Zhang
Wei Zhang
DLDaowen Li
Daowen Li
LLLiuan Li
Liuan Li
CLCun Li
Cun Li

Verified
Journal Article
Open access
PDF file
CLChang Liu
Chang Liu
ZQZhe Qin
Zhe Qin
LBLixia Bai
Lixia Bai
XXXiao Xu
Xiao Xu
WGWenbo Ge
Wenbo Ge
JLJian-Yong Li
Jian-Yong Li
Toll-like receptor 7 (TLR7) and Stimulator of Interferon Genes (STING) ligands possess a series of immunomodulatory effects such as anti-infection, anti-tumor, and autoimmune-disease-alleviating effects. In this study, porcine TLR7 (pTLR7) and porcine STING (pSTING) were selected as targets, and molecular docking and virtual screening methods were used for screening of dual-target livestock immunomodulators. Finally, two compounds were screened with molecular docking scores higher than the positive control compounds. They have good binding ability with pTLR7 and pSTING proteins, as well as satisfactory predictive safety and pharmacokinetic properties. Molecular dynamics (MD) simulation results also indicated that the above ligands can form stable complexes with two target proteins. The average binding free energies of compound 2 with pTLR7 and pSTING were −28.65 kcal/mol and −30.12 kcal/mol, respectively, and of compound 7 with pTLR7 and pSTING were −35.93 kcal/mol and −31.70 kcal/mol, respectively, which were comparable to that of positive control ligands. The similarity of target proteins between pigs, humans, and mice, as well as the interactions between ligands and TLR7 and STING in different species, were analyzed. And analysis of predicted structure–activity relationship (SAR) was conducted. Briefly, compound 2 and compound 7 were predicted to form stable complexes with pTLR7 and pSTING, with satisfactory predicted physicochemical properties and pharmacokinetic characteristics, and represented candidates for experimental validation. This study supplies a research basis for the development, design, and structural modification of immune enhancers for animals.

29 October 2026 in Molecules
Verified
Journal Article
Open access
PDF file
CLChang Liu
Chang Liu
ZQZhe Qin
Zhe Qin
LBLixia Bai
Lixia Bai
XXXiao Xu
Xiao Xu
WGWenbo Ge
Wenbo Ge
JLJian-Yong Li
Jian-Yong Li
Objective: Toll-like receptor 7 (TLR7) is an important pattern recognition receptor. It mainly participates in the recognition of single-stranded RNA and is closely related to various disease processes. In humans, the enormous potential of TLR7 antagonists in reducing inflammation and alleviating autoimmune damage has been identified. Similar effects have also been observed in livestock and poultry. Therefore, using porcine TLR7 as the target, we combined virtual screening with a heterologous reporter gene assay to identify potential ligands, aiming to provide a research basis for the development of immune modulators. Methods: The structure of porcine TLR7 was predicted through homology modeling, and molecular docking was performed for virtual screening of potential ligands. ADMET and toxicity properties of small molecules were predicted. Subsequently, a mouse TLR7 reporter cell was employed for in vitro detection of TLR7 activity and cytotoxicity. The interaction modes and molecular dynamics simulations between hit compounds and receptors were further analyzed. Results: The porcine TLR7 structure was predicted by homology modeling. According to the scoring ranking of molecular docking and of ADMET and toxicity prediction, fifty compounds with satisfactory pharmacokinetic properties and safety were screened and their inhibitory effects on R848-induced TLR7 activation were verified. Among them, two hit compounds with novel structures, HY02-35 and HY02-46, exhibited significant mouse TLR7 antagonistic activity. HY02-35, with a parent nucleus structure of 2-indolone, exhibited an inhibitory concentration range between 10.25 and 38.23 µM, with a median estimate of 14.73 µM. The core structure of HY02-46 is 1,4-dihydropyrano [2,3-c] pyrazole, and the IC50 falls between 21.92 and 36.00 µM, with a median estimate of 26.61 µM. The above-mentioned hit compounds had strong interactions with porcine TLR7, formed stable complexes with the receptor, and can significantly reduce the mRNA levels of IFN-β and TNF-α. Conclusions: In short, this study obtained two hit compounds with novel structures and moderate inhibitory activity in vitro. These hits provide a starting point for subsequent structural optimization and in vivo pharmacological studies in porcine subjects.