Related Experiment Video
Updated: May 31, 2026

Elucidation of the Material Basis of Yiqi Qingjie Formula Against IgA Nephropathy Using UHPLC-Q-Orbitrap HRMS Integrated with Network Pharmacology
Published on: May 19, 2026
An integrated strategy for screening Q-markers and elucidating anti-fibrotic mechanisms of Ganoderma lucidum
Yuanyuan Sun1,2, Shujie Yuan1,2, Wenhui Luo1,2
1Center for Xin'an Medicine and Modernization of Traditional Chinese Medicine of IHM, Anhui University of Chinese Medicine, Hefei, 230012, China.
Background:
Ganoderma lucidum (G. lucidum) is a medicinal mushroom known for its hepatoprotective effects against various liver diseases.
Objective:
Addressing the variable quality of G. lucidum samples and the lack of efficacy-linked quality control criteria, an integrated strategy combining chemical analysis and biological validation was conducted to identify the Q-markers directly responsible for its anti-hepatic fibrosis (HF) activity and to preliminarily elucidate their action mechanism.
Methods:
49 batches of G. lucidum samples were collected from 15 geographical origins across 7 provinces in China. Initially, UPLC fingerprinting integrated with chemometric analysis evaluated the quality and identified differential chemical components. The common compounds were further characterized by UPLC-Orbitrap-HRMS. Subsequently, the potential targets and binding affinity were predicted by network pharmacology and molecular docking. Finally, the anti-HF activity and underlying mechanism of the core Q-marker were verified in a TGF-β1-induced HSC-T6 model using CCK-8, flow cytometry, immunofluorescence, and Western blotting.
Results:
The UPLC chemical fingerprint of G. lucidum was successfully established, 49 common components were identified based on UPLC-Orbitrap-HRMS analysis, mostly were triterpenoids. Through chemometric analysis, 19 key differential markers were subsequently screened. Then, by integrating network pharmacology predictions with chemometric screening results, 7 triterpenoids were ultimately determined as potential Q-markers for the anti-HF activity of G. lucidum. Ganoderic acid J (GAJ) demonstrated robust binding specificity to pivotal targets within the PI3K/AKT signaling pathway through molecular docking. 5, 10, and 20 µg/mL at 24 h were confirmed as low, medium, and high doses of GAJ by CCK-8, respectively. Ultimately, HF was relieved by suppressing the PI3K/AKT pathway, promoting apoptosis in activated HSCs and normalizing the MMP1/MMP2 equilibrium.
Conclusion:
The anti-HF effects of G. lucidum were mediated through multi-target synergistic actions, chiefly by suppressing the PI3K/AKT pathway and modulating extracellular matrix metabolism. The hepatoprotective mechanism of G. lucidum was elucidated at the molecular level, and a Q-marker-based theoretical framework was established for quality control of traditional medicines and innovative drug development.