Fermented Cornus officinalis Fruit Protects Against Alcohol-Induced Liver Injury via Regulating Keap1–Nrf2–HO-1/GPX4 Pathway: UPLC-MS/MS Characterization, Network Pharmacology, and Animal Validation
Abstract
1. Introduction
2. Materials and Methods
2.1. Materials and Reagents
2.2. Preparation of Fermented Cornus officinalis Fruit Samples
2.3. Molecular Networking Analysis
2.4. Network Pharmacology Analysis
2.4.1. Prediction and Screening of COF- and ALI-Related Targets
2.4.2. Construction of a Protein–Protein Interaction (PPI) Network and Screening of Core Targets
2.4.3. Gene Ontology (GO) Functional Enrichment Analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) Pathway Enrichment Analysis
2.4.4. Molecular Docking
2.5. Animal Experimental Verification
2.5.1. Animal Administration and Grouping
2.5.2. Determination of the Liver Index
2.5.3. Detection of Serum ALT and AST Levels in Mice
2.5.4. Histopathological Observation
2.5.5. Western Blot
2.5.6. Statistical Analysis
3. Results
3.1. Investigation of the Chemical Composition of COF Using the Molecular Networking Approach
3.2. Molecular Network Prediction
3.2.1. Prediction of COF Targets and ALI Targets
3.2.2. Construction of the PPI Network and Screening of Core Targets
3.2.3. GO and KEGG Pathway Enrichment Analyses
3.3. Molecular Docking and Structural Visualization of Bioactive Components with Keap1/Nrf2/HO-1/GPX4 Targets
3.4. Results of Animal Experiment Verification
3.4.1. Effects of COF on the Liver Indices of Mice with Alcoholic Liver Injury
3.4.2. Effects of COF on the Serum AST and ALT Levels
3.4.3. H&E Staining of Mouse Liver Tissues
3.4.4. Detection of Nrf2, Keap1, HO-1, and GPX4 Protein Expression by Western Blot
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| ALI | Alcoholic Liver Injury |
| ROS | Reactive Oxygen Species |
| Keap1 | Kelch-like ECH-associated protein 1 |
| Nrf2 | Nuclear Factor erythroid 2-Related Factor 2 |
| HO-1 | Heme oxygenase 1 |
| GPX4 | Glutathione Peroxidase 4 |
| AREs | Antioxidant Response Elements |
| CO | Cornus officinalis Sieb. et Zucc. |
| COF | Cornus officinalis Fermented by Yeast |
| MDA | Malondialdehyde |
| SOD | Superoxide Dismutase |
| GSH | Glutamyl-cysteinyl-glycine |
| TNF-α | Tumor Necrosis Factor-α |
| IL-6 | Interleukin-6 |
| PPARα | Peroxisome Proliferator-Activated Receptor-Alpha |
| UPLC-MS/MS | Ultra Performance Liquid Chromatography-Tandem Mass Spectrometry |
| GNPS | Global Natural Products Social Molecular Networking |
| ALT | Alanine Aminotransferase |
| AST | Aspartate Aminotransferase |
| PDA | Potato Dextrose Agar |
| PDB | Potato Dextrose Broth |
| PPI | Protein–protein interaction |
| GO | Gene Ontology |
| KEGG | Kyoto Encyclopedia of Genes and Genomes |
| BP | Biological Process |
| CC | Cellular Component |
| MF | Molecular Function |
| SFJ | Silibinin Capsules |
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| Code | RT (min) | m/z | Structure | Code | RT (min) | m/z | Structure | |||
|---|---|---|---|---|---|---|---|---|---|---|
| Iridoids | 1 | 9.36 | 375.129 [M + H]+ | ![]() | Other compounds | 14 | 1.79 | 161.044 [M + H]+ | ![]() | |
| Shikimates and phenylpropanoids | 2 | 17.94 | 303.049 [M + H]+ | ![]() | 15 | 8.09 | 175.06 [M + H]+ | ![]() | ||
| 3 | 19.87 | 287.054 [M + H]+ | ![]() | 16 | 3.24 | 311.187 [M + H]+ | ![]() | |||
| 4 | 4.39 | 269.045 [M + H]+ | ![]() | 17 | 27.13 | 255.19 [M + H]+ | ![]() | |||
| 5 | 22.83 | 677.243 [M + H]+ | ![]() | 18 | 38.69 | 395.315 [M + H]+ | ![]() | |||
| 6 | 24.37 | 311.168 [M + H]+ | ![]() | 19 | 20.89 | 279.231 [M + H]+ | ![]() | |||
| 7 | 9.71 | 443.191 [M + H]+ | ![]() | 20 | 21.99 | 299.259 [M + H]+ | ![]() | |||
| 8 | 4.85 | 431.263 [M + H]+ | ![]() | 21 | 27.15 | 327.181 [M + H]+ | ![]() | |||
| 9 | 11.68 | 197.08 [M + H]+ | ![]() | 22 | 34.45 | 325.184 [M + H]+ | ![]() | |||
| 10 | 27.17 | 283.191 [M + H]+ | ![]() | 23 | 19.63 | 341.137 [M + H]+ | ![]() | |||
| 11 | 31.97 | 365.23 [M + H]+ | ![]() | 24 | 19.49 | 275.2 [M + H]+ | ![]() | |||
| 12 | 38.64 | 339.23 [M + H]+ | ![]() | 25 | 28.35 | 302.305 [M-H]- | ![]() | |||
| Terpenoids | 13 | 31.68 | 471.346 [M + H]+ | ![]() | ||||||
| Code | Molecule Name | SMILES | Number of Targets |
|---|---|---|---|
| Drug 1 | Loganic acid | C[C@H]1[C@H](C[C@H]2[C@@H]1[C@@H](OC=C2C(=O)O)O[C@H]3[C@@H]([C@H]([C@@H]([C@H](O3)CO)O)O)O)O | 100 |
| Drug 2 | Quercetin | C1=CC(=C(C=C1C2=C(C(=O)C3=C(C=C(C=C3O2)O)O)O)O)O | 100 |
| Drug 3 | kaempferol | C1=CC(=CC=C1C2=C(C(=O)C3=C(C=C(C=C3O2)O)O)O)O | 100 |
| Drug 4 | Apigenin | C1=CC(=CC=C1C2=CC(=O)C3=C(C=C(C=C3O2)O)O)O | 100 |
| Drug 5 | Icarrin | CC1C(C(C(C(O1)OC2=C(OC3=C(C2=O)C(=CC(=C3CC=C(C)C)OC4C(C(C(C(O4)CO)O)O)O)O)C5=CC=C(C=C5)OC)O)O)O | 100 |
| Drug 6 | 5,6,2′-Trimethoxyflavone | COC1=C(C2=C(C=C1)OC(=CC2=O)C3=CC=CC=C3 °C)OC | 100 |
| Drug 7 | (2R,3R,4S,5S,6R)-2-[2-(4-methoxyphenyl)ethoxy]-6-[[(2S,3R,4S,5S)-3,4,5-trihydroxyoxan-2-yl]oxymethyl]oxane-3,4,5-triol | COC1=CC=C(C=C1)CCO[C@H]2[C@@H]([C@H]([C@@H]([C@H](O2)CO[C@H]3[C@@H]([C@H]([C@H](CO3)O)O)O)O)O)O | 100 |
| Drug 8 | Osmanthuside H | C1[C@@]([C@H]([C@@H](O1)OC[C@@H]2[C@H]([C@@H]([C@H]([C@@H](O2)OCCC3=CC=C(C=C3)O)O)O)O)O)(CO)O | 100 |
| Drug 9 | Ethyl gallate | CCOC(=O)C1=CC(=C(C(=C1)O)O)O | 100 |
| Drug 10 | 2′,5′-dihydroxychalcone | C1=CC=C(C=C1)C(=O)C=CC2=C(C=CC(=C2)O)O | 100 |
| Drug 11 | methyl 2-{[4-(3-methylbutoxy)phenyl]methylene}-3-oxobenzo[b]furan-5-carboxylate | O=C(C1=C(C=CC(O)=C1)O)/C=C/C2=CC=CC=C2 | 100 |
| Drug 12 | (8,8-dimethyl-2,10-dioxo-9H-pyrano[2,3-f]chromen-9-yl) (Z)-2-methylbut-2-enoate | C/C=C(/C)\C(=O)OC1C(=O)C2=C(C=CC3=C2 °C(=O)C=C3)OC1(C)C | 100 |
| Drug 13 | Asiatic acid | C[C@@H]1CC[C@@]2(CC[C@@]3(C(=CC[C@H]4[C@]3(CC[C@@H]5[C@@]4(C[C@H]([C@@H]([C@@]5(C)CO)O)O)C)C)[C@@H]2[C@H]1C)C)C(=O)O | 100 |
| Drug 14 | 3-Hydroxy-3-methylglutaric acid | CC(CC(=O)O)(CC(=O)O)O | 91 |
| Drug 15 | 2-Isopropylmalic acid | CC(C)C(CC(=O)O)(C(=O)O)O | 100 |
| Drug 16 | Domoic acid | C[C@H](/C=C/C=C(/C)\[C@H]1CN[C@@H]([C@H]1CC(=O)O)C(=O)O)C(=O)O | 78 |
| Drug 17 | Volemitol | C([C@H]([C@H](C([C@@H]([C@@H](CO)O)O)O)O)O)O | 90 |
| Drug 18 | (2Z)-2-[(E)-6-(hydroxymethyl)-2,4,8,10-tetramethyldodec-2-enylidene]-4-methylpentanedioic acid | CCC(C)CC(C)CC(CC(C)/C=C(\C)/C=C(/CC(C)C(=O)O)\C(=O)O)CO | 100 |
| Drug 19 | 9(10)-EpOME | CCCCC/C=C\CC1C(O1)CCCCCCCC(=O)O | 100 |
| Drug 20 | 12-Hydroxyoctadecanoic acid | CCCCCCC(CCCCCCCCCCC(=O)O)O | 100 |
| Drug 21 | (2S)-2-[(1S)-1-carboxyundecyl]-5-oxotetrahydrofuran-2-carboxylic acid | CCCCCCCCCC[C@H](C(=O)O)[C@@]1(CCC(=O)O1)C(=O)O | 100 |
| Drug 22 | Docosanol | CCCCCCCCCCCCCCCCCCCCCCO | 100 |
| Drug 23 | 1-(9Z-octadecenoyl)-sn-glycero-3-phosphocholine | CCCCCCCC/C=C\CCCCCCCC(=O)OC[C@H](COP(=O)([O-])OCC[N+](C)(C)C)O | 100 |
| Drug 24 | 9-OxoOTrE | CC/C=C\C/C=C\C=C\C(=O)CCCCCCCC(=O)O | 100 |
| Drug 25 | Sphinganine | CCCCCCCCCCCCCCC[C@H]([C@H](CO)N)O | 100 |
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Tao, X.; Li, H.; Zeng, J.; Peng, M.; Liu, Q.; Luo, L.; Wang, Y.; Yang, J.; Yang, X.; Li, L. Fermented Cornus officinalis Fruit Protects Against Alcohol-Induced Liver Injury via Regulating Keap1–Nrf2–HO-1/GPX4 Pathway: UPLC-MS/MS Characterization, Network Pharmacology, and Animal Validation. Fermentation 2026, 12, 28. https://doi.org/10.3390/fermentation12010028
Tao X, Li H, Zeng J, Peng M, Liu Q, Luo L, Wang Y, Yang J, Yang X, Li L. Fermented Cornus officinalis Fruit Protects Against Alcohol-Induced Liver Injury via Regulating Keap1–Nrf2–HO-1/GPX4 Pathway: UPLC-MS/MS Characterization, Network Pharmacology, and Animal Validation. Fermentation. 2026; 12(1):28. https://doi.org/10.3390/fermentation12010028
Chicago/Turabian StyleTao, Xian, Haodong Li, Jie Zeng, Mei Peng, Qing Liu, Lan Luo, Yan Wang, Juan Yang, Xiaosheng Yang, and Liangqun Li. 2026. "Fermented Cornus officinalis Fruit Protects Against Alcohol-Induced Liver Injury via Regulating Keap1–Nrf2–HO-1/GPX4 Pathway: UPLC-MS/MS Characterization, Network Pharmacology, and Animal Validation" Fermentation 12, no. 1: 28. https://doi.org/10.3390/fermentation12010028
APA StyleTao, X., Li, H., Zeng, J., Peng, M., Liu, Q., Luo, L., Wang, Y., Yang, J., Yang, X., & Li, L. (2026). Fermented Cornus officinalis Fruit Protects Against Alcohol-Induced Liver Injury via Regulating Keap1–Nrf2–HO-1/GPX4 Pathway: UPLC-MS/MS Characterization, Network Pharmacology, and Animal Validation. Fermentation, 12(1), 28. https://doi.org/10.3390/fermentation12010028


























