Unraveling the Mechanisms of Wuling Powder Against MASLD by Integrated Metabolomics–Gut Microbiota–Serum Pharmacochemistry
Abstract
1. Introduction
2. Results
2.1. WLP Reverses the HFD-Induced Pathological Changes in MASLD Rats
2.2. WLP Normalizes the Abnormal Metabolic Profiles in Serum, Liver, and Urine of MASLD Rats
2.3. WLP Improves the Gut Microbiota Dysbiosis of MASLD Rats
2.4. Correlation Between the Gut Microbiota, Pathological Indicators, and Differential Metabolites Regulated by WLP
2.5. Potential Active Substances for WLP Against MASLD
2.6. Key Active Components Derived from WLP Alleviate FFA-Induced Steatosis in HepG2 Cells
3. Discussion
4. Materials and Methods
4.1. Reagents and Chemicals
4.2. Preparation of WLP Extract
4.3. Evaluation of WLP Against MASLD
4.3.1. Animals and Experimental Design
4.3.2. Histological Analysis
4.3.3. Detection of Biochemical Indicators and Cytokines
4.4. Metabolomic Analysis
4.4.1. Sample Preparation
4.4.2. LC-MS/MS Analyses
4.4.3. Data Processing
4.5. 16S rRNA Gene Sequencing Analysis
4.6. Correlation Analysis Between Gut Microbiota, Pathological Indicators, and Differential Metabolites
4.7. Identification of WLP-Derived Components in Serum from MASLD Rats
4.7.1. Sample Processing
4.7.2. LC-MS/MS Analysis
4.7.3. Data Analysis
4.8. Integrated Analysis of Drug-Derived Components and Metabolomics
4.9. Molecular Docking of WLP-Derived Key Active Components with Its Core Targets
4.10. Evaluation of WLP-Derived Key Active Components Against MASLD via Cell Experiments
4.11. Detection of NOS2 and PLA2G2A Expression by Western Blotting
4.12. Statistical Analysis
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| AA-23A | alisol A 23-acetate |
| AF | alisol F |
| AF-24 | alisol F 24-acetate |
| AL-II | atractylenolide II |
| ALT | alanine transaminase |
| AMR | atractylodis macrocephalae rhizoma |
| AR | Alismatis Rhizoma |
| AST | aspartate transaminase |
| BCA | bicinchoninic acid |
| CA | cinnamic acid |
| CG | component group |
| CON | control group |
| CR | Cinnamomi Ramulus |
| DEO | 11-deoxyalisol A |
| DMA | dehydrotrametenolic acid |
| DMEM | Dulbecco’s modified eagle medium |
| ESI | electrospray ionization |
| FC | fenofibrate capsules group |
| FFA | fatty acid |
| GSH | glutathione |
| HE | hematoxylin-eosin |
| HDL-C | high density lipoprotein-C |
| HWLP | high-dose WLP group |
| HYD | 7-hydroxycoumarin |
| IL-1β | interleukin 1β |
| IL-6 | interleukin 6 |
| LDL-C | low-density lipoprotein-C |
| LWLP | low-dose WLP group |
| MASLD | metabolic dysfunction-associated steatotic liver disease |
| MDA | malondialdehyde |
| MET | 8β-Methoxyatractylenolide I |
| MOD | model group |
| NOS2 | nitric oxide synthase 2 |
| OG | octyl gallate |
| PLS-DA | orthogonal least partial squares discriminant analysis |
| OTUs | operational taxonomic units |
| PA | pachymic acid |
| PAA | poricoic acid A |
| PBS | phosphate-buffered saline |
| PC | phosphatidylcholine |
| PCA | principal component analysis |
| PCoA | principal coordinate analysis |
| PCR | polymerase chain reaction |
| PE | phosphatidylethanolamine |
| PM | poriae mushroom |
| PLA2G2A | phospholipase A2 group IIA |
| PS | Polyporus |
| QC | quality control |
| SOD | superoxide dismutase |
| TC | total cholesterol |
| TCM | traditional Chinese medicine |
| TG | triglyceride |
| TNF-α | tumor necrosis factor-α |
| VLDL | very low-density lipoprotein |
| WLP | Wuling powder |
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| Group | R2Y | Q2 | |||||
|---|---|---|---|---|---|---|---|
| Serum | Liver | Urine | Serum | Liver | Urine | ||
| ESI+ | CON vs. MOD | 0.995 | 0.996 | 0.998 | 0.774 | 0.847 | 0.965 |
| WLP vs. MOD | 0.999 | 0.996 | 0.997 | 0.768 | 0.641 | 0.811 | |
| ESI− | CON vs. MOD | 0.998 | 0.992 | 0.993 | 0.93 | 0.87 | 0.958 |
| WLP vs. MOD | 0.999 | 0.998 | 0.998 | 0.894 | 0.688 | 0.85 | |
| NO | RT (min) | [M + H] + ([M + Na]) + m/z | ESI − MSn (+) m/z | [M − H] − m/z | ESI − MSn (−) m/z | Predicted (m/z) | Measured (m/z) | Predicted Formula | Diff (ppm) | Assigned Identification | Type | Source |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2.719 | 263.1678 | 203.1815, 163.0151, 145.1026, 117.0703 | - | - | 263.1657 | 263.1678 | C16H22O3 | 7.98 | 8β-Methoxyatractylenolide I | Sesquiterpenoids | AMR |
| 2 | 3.191 | 119.0346 | 119.0851 | - | - | 119.0339 | 119.0346 | C4H6O4 | 5.88 | Succinic acid | Carboxylic acids | PS, CR |
| 3 | 3.504 | 149.0599 | 149.0231, 131.9504, 103.9433, 102.9259 | - | - | 149.0597 | 149.0599 | C9H8O2 | 1.34 | Cinnamic acid | Phenylpropanoic acid | CR |
| 4 | 5.128 | 188.0707 | 170.0583, 118.0651 | - | - | 188.0706 | 188.0707 | C11H9NO2 | 0.53 | 3-Indoleacrylic acid | Organic acids | AMR |
| 5 | 5.233 | 217.1589 | 217.0221, 199.0294, 175.0312, 171.8645, 143.8713, 133.0469, 121.101, 119.0344 | 217.1587 | 217.1589 | C15H20O | 0.92 | Atractylone | Sesquiterpenoids | AMR | ||
| 6 | 6.141 | 389.2569 | 275.1801, 229.159 | - | - | 389.2534 | 389.2569 | C20H36O7 | 8.99 | teradecylcitric acid | Organic acids | AMR |
| 7 | 7.383 | 475.3740 | 457.3148 | - | - | 475.3782 | 475.3740 | C30H50O4 | −8.84 | 11-deoxyalisol A | Triterpenoids | AR |
| 8 | 7.645 | 455.3493 | 437.3066 | 455.352 | 455.3493 | C30H46O3 | −5.93 | Dehydrotrametenolic acid | Triterpenoids | PA | ||
| 9 | 7.891 | 529.3886 | 407.7912, 295.1999 | 529.3888 | 529.3886 | C33H52O5 | −0.38 | Pachymic acid | Triterpenoids | PA | ||
| 10 | 8.956 | 550.4046 | 455.8768, 419.9737 | 550.4095 | 550.4046 | C32H52O6 | −8.90 | Alisol A 23-acetate | Triterpenoids | AR | ||
| 11 | 10.545 | 261.1123 | 235.0274 | - | - | 261.1121 | 261.1123 | C15H32O3 | 0.77 | 1,2,15-Pentadecanetriol | Fatty alcohol | AMR |
| 12 | 12.892 | 163.0386 | 135.0403, 107.0502, 103.9498 | - | - | 163.039 | 163.0386 | C9H6O3 | −2.45 | 7-hydroxycoumarin | Coumarin | AMR |
| 13 | 13.167 | 429.1731 | 295.2427, 163.1099 | 429.1755 | 429.1731 | C20H28O10 | −5.59 | Cinnamylalcohol-6′-o-α-furanara-binose-O-β-glucopyranoside | Glycoside | CR | ||
| 14 | 16.906 | 415.3217 | 157.0079, 129.0547, 105.07 | - | - | 415.3207 | 415.3217 | C27H42O3 | 2.41 | Diosgenin | Steroids | AMR |
| 15 | 19.879 | 233.1535 | 233.1535, 189.0621, 159.0804, 145.1011, 133.1012, 131.0854, 105.0698 | - | - | 233.1536 | 233.1535 | C15H20O2 | −0.43 | Atractylenolide II | Sesquiterpenoids | AMR, PS |
| 16 | 20.811 | 203.1795 | 147.0451, 119.0624 | 203.1794 | 203.1795 | C15H22 | 0.49 | Alpha-Curcumene | Sesquiterpenoids | AMR | ||
| 17 | 22.182 | 496.3416 | 478.3297, 419.2535, 184.2901, 104.1068 | 496.3421 | 496.3416 | C31H45NO4 | −1.01 | 7-[4-(11-hydroxy-undecyloxy)-phenyl]-7-pyridin-3-yl-hept-6-enoic acid ethyl ester | Organic acids | AR | ||
| 18 | 22.453 | 507.3641 | 507.2712, 281.2471 | 507.368 | 507.3641 | C30H50O6 | −7.69 | 13β,17β-epoxyalisol A | Steroids | AR | ||
| 19 | 26.015 | 233.1541 | 159.0804, 145.0641, 131.0854, 117.07, 115.0544 | - | - | 233.1542 | 233.1541 | C15H20O2 | −0.43 | 3β-Hydroxyatractylon | Sesquiterpenoids | AMR |
| 20 | 27.201 | 453.3366 | 435.3331, 339.2755 | - | - | 453.3363 | 453.3366 | C30H44O3 | 0.66 | Dehydrotrametenonic acid | Triterpenoids | PA |
| 21 | 29.613 | 455.3515 | 437.3306 | - | - | 455.352 | 455.3515 | C30H46O3 | −1.10 | Alisol I | Triterpenoids | AR |
| 22 | 31.210 | 189.1122 | 145.023, 127.054 | - | - | 189.1121 | 189.1122 | C9H16O4 | 0.53 | Azelaic acid | Carboxylic acids | CR |
| 23 | 35.223 | 531.3683 | 435.2209 | - | - | 531.368 | 531.3683 | C32H50O6 | 0.56 | Alisol F 24-acetate | Triterpenoids | AR |
| 24 | 35.275 | 531.3685 | 415.1964, 281.1909, 167.1442 | - | - | 531.3680 | 531.3685 | C32H50O6 | 0.94 | 3−O−acetyl−16α,26−dihydroxytrametenolic acid | Triterpenoids | PA |
| 25 | 4.297 | - | - | 167.0351 | 123.0055 | 167.035 | 167.0351 | C8H8O4 | 0.60 | Vanillic acid | Phenolic acids | CR |
| 26 | 14.047 | 281.1398 | 281.2479, 191.8818 | 281.1395 | 281.1398 | C15H22O5 | 1.07 | Octyl gallate | Phenolic acids | AMR | ||
| 27 | 18.713 | - | - | 487.3430 | 381.1656, 363.9795 | 487.3429 | 487.3430 | C30H48O5 | 0.21 | Alisol F | Triterpenoids | AR |
| 28 | 18.713 | - | - | 487.3430 | 453.9094, 337.2613 | 487.3429 | 487.3430 | C30H48O5 | 0.21 | 15,16-dihydroalisol A | Triterpenoids | AR |
| 29 | 18.766 | 487.3432 | 451.3303 | 487.3429 | 487.3432 | C30H48O5 | 0.62 | 3α,16α,25-Trihydroxylanosta-8,24-dien-21-oic acid | Triterpenoids | PA | ||
| 30 | 25.159 | 497.3272 | 379.2705, 325.0071 | 497.3272 | 497.3272 | C31H46O5 | 0.00 | Poricoic acid A | Triterpenoids | PA | ||
| 31 | 26.228 | - | - | 265.1444 | 265.147, 185.5014 | 265.1445 | 265.1444 | C15H22O4 | −0.38 | 6-hydroxy-3,3a-dihydro atractylenolide III | Sesquiterpenoids | AMR |
| Component | Target | Binding Energy (kcal/mol) | Amino Acid Residue |
|---|---|---|---|
| Alisol F | TKT | −7.6 | HIS-54, ARG-57 |
| Alisol F 24-acetate | NOS2 | −8.8 | TYR-150, LYS-191, and TRP-206 |
| Dehydrotrametenolic acid | NOS2 | −7 | ARG-195, SER-153 |
| Dehydrotrametenonic acid | NOS2 | −8.4 | SER-453, ARG-195 |
| Dehydrotrametenonic acid | PLA2G4A | −6.8 | TYR-96, ASP-40 |
| Dehydrotrametenonic acid | MIF | −5.7 | GLN-24, ASP-16 |
| Pachymic acid | NOS2 | −7.1 | SER-453, GLU-450, SER-153, and ARG-195 |
| Pachymic acid | PLA2G2A | −5.4 | LYS-115, ASN-114 |
| Alisol A 23-acetate | NOS2 | −7.9 | ARG-195, GLN-192, ASP-184, and SER-453 |
| 11-deoxyalisol A | NOS2 | −8.4 | ARG-195 |
| Poricoic acid A | PLA2G4A | −7.3 | ASP-40, TYR-96, ASN-95, VAL-97, and MET-98 |
| 7-hydroxycoumarin | MIF | −8.4 | ILE-64, LYS-32, and ASN-97 |
| 7-hydroxycoumarin | MAOA | −8 | VAL-244, ALA-44, and LEU-277 |
| 7-hydroxycoumarin | CYP1A2 | −9 | GLYn-6, ASP-313 |
| 7-hydroxycoumarin | ALDH2 | −7.4 | GLN-447, ARG -77, ARG -67, and ASP -239 |
| 7-hydroxycoumarin | ACHE | −8 | GLU-202, SER-125, TYR-124 |
| Octyl gallate | MIF | −6.6 | PRO-1, LYS-32, and ILE-64 |
| Octyl gallate | MAOA | −5.5 | ASP-61, VAL-220, and GLM-225 |
| Octyl gallate | ACHE | −10.2 | SER-203, HIS-447, GLY-122, and TYR-124 |
| Octyl gallate | MAOB | −10.7 | THR-195 |
| Octyl gallate | COMT | −7.7 | CYS-119, ALA-117, ASP-191, and SER-122 |
| 8β-Methoxyatractylenolide I | PLA2G2A | −5.3 | GLY-32 |
| Atractylenolide II | MAOA | −9 | ILE-180, ILEb-335, ILE-325, PHE-208, LEU-337, GLU-216, and PHE-352 |
| Cinnamic acid | MAOB | −8.4 | THR-196, THR-195 |
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Yang, H.; Tang, Y.-M.; Han, S.-C.; Wang, P.-Q.; Tao, Y.-X.; Yang, H.-Q.; Zhang, M.; Li, M.; Yu, J.; Yang, X.-X. Unraveling the Mechanisms of Wuling Powder Against MASLD by Integrated Metabolomics–Gut Microbiota–Serum Pharmacochemistry. Pharmaceuticals 2026, 19, 557. https://doi.org/10.3390/ph19040557
Yang H, Tang Y-M, Han S-C, Wang P-Q, Tao Y-X, Yang H-Q, Zhang M, Li M, Yu J, Yang X-X. Unraveling the Mechanisms of Wuling Powder Against MASLD by Integrated Metabolomics–Gut Microbiota–Serum Pharmacochemistry. Pharmaceuticals. 2026; 19(4):557. https://doi.org/10.3390/ph19040557
Chicago/Turabian StyleYang, Huan, Yan-Mei Tang, Shao-Cong Han, Peng-Quan Wang, Yu-Xuan Tao, Hui-Qiong Yang, Min Zhang, Min Li, Jie Yu, and Xing-Xin Yang. 2026. "Unraveling the Mechanisms of Wuling Powder Against MASLD by Integrated Metabolomics–Gut Microbiota–Serum Pharmacochemistry" Pharmaceuticals 19, no. 4: 557. https://doi.org/10.3390/ph19040557
APA StyleYang, H., Tang, Y.-M., Han, S.-C., Wang, P.-Q., Tao, Y.-X., Yang, H.-Q., Zhang, M., Li, M., Yu, J., & Yang, X.-X. (2026). Unraveling the Mechanisms of Wuling Powder Against MASLD by Integrated Metabolomics–Gut Microbiota–Serum Pharmacochemistry. Pharmaceuticals, 19(4), 557. https://doi.org/10.3390/ph19040557

