Untargeted LC–MS/MS Metabolomics Reveals Nrf2-Mediated Antioxidant Activation and Metabolic Reprogramming by IAA-Based Hydrazone Derivatives in Subchronic Cadmium Toxicity
Abstract
1. Introduction
2. Materials and Methods
2.1. Cadmium Chloride Solution
2.2. MBIH and FBIH Solution
2.3. In Vivo Evaluation of MBIH and FBIH
- Group 1 (NC): normal control, receiving only saline.
- Group 2 (Cd): cadmium-induced, administered CdCl2 (5 mg/kg) in drinking water as previously described [25].
- Group 3 (Cd + AA): received CdCl2 (5 mg/kg) followed one week later by ascorbic acid (100 mg/kg in saline) via oral gavage.
- Group 4 (Cd + MBIH): received CdCl2 (5 mg/kg) followed one week later by MBIH (10 mg/kg in saline with a few drops of DMSO) via oral gavage.
- Group 5 (Cd + FBIH): received CdCl2 (5 mg/kg) followed one week later by FBIH (10 mg/kg in saline with a few drops of DMSO) via oral gavage [26].
2.3.1. Animals and Conditions
2.3.2. Evaluation of Glycemic Index Biomarkers
2.3.3. Evaluation of Liver Function Biomarkers
2.3.4. Evaluation of Kidney Function Biomarkers
2.3.5. Evaluation of Inflammatory Biomarkers
2.3.6. Evaluation of Lipid Profile
2.3.7. Analysis of Gene Expression Using qRT-PCR
2.3.8. Quantification of Glutathione Peroxidase
2.3.9. Metabolomic Analysis Through LC-MS/MS
2.3.10. Histopathological Evaluation
2.4. Statistical Analysis
3. Results
3.1. Impact of IAA Hydrazone Derivatives on Glycemic Control and Body Weight
3.2. Effect of IAA Hydrazone Derivatives on Hepatic, Renal, and Inflammatory Biomarkers
3.3. Effect of IAA Hydrazone Derivatives on Lipid Metabolism
3.4. Effect of IAA Hydrazone Derivatives on Antioxidant Defense
3.5. Effect of IAA Hydrazone Derivatives on Antioxidant Gene Expression
3.6. Effect of IAA Hydrazone Derivatives on Metabolomic Profiling
3.6.1. Serine—Amino Acid Metabolite
3.6.2. Myristic Acid—Saturated Fatty Acid Metabolite
3.6.3. N-Oleoyl Serine—N-Acyl Amino Acid Metabolite
3.6.4. Lysophosphatidylserine (LysoPS)—Membrane Phospholipid Metabolite
3.6.5. Phosphatidylserine—Membrane Phospholipid Metabolite
3.6.6. MBIH and FBIH Metabolite Analysis
MBIH Metabolite
Cadmium–MBIH Complex Fragment
Downstream Biological Product
3.7. Histopathological Analysis
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| Abbreviation | Full Form |
| AA | Ascorbic Acid |
| ALT | Alanine Aminotransferase |
| AST | Aspartate Aminotransferase |
| CAT | Catalase |
| Cd | Cadmium |
| CdCl2 | Cadmium Chloride |
| CID | Collision-Induced Dissociation |
| CRP | C-Reactive Protein |
| DMSO | Dimethyl Sulfoxide |
| ELISA | Enzyme-Linked Immunosorbent Assay |
| ESI | Electrospray Ionization |
| ESR | Erythrocyte Sedimentation Rate |
| FBIH | (E)-N′-(4-Fluorobenzylidene)-2-(1H-indol-3-yl)acetohydrazide |
| GAPDH | Glyceraldehyde-3-Phosphate Dehydrogenase |
| GSH | Glutathione |
| GSH-Px | Glutathione Peroxidase |
| HDL | High-Density Lipoprotein |
| Hmox-1 | Heme Oxygenase-1 |
| IAA | Indole-3-Acetic Acid |
| LC–MS/MS | Liquid Chromatography–Tandem Mass Spectrometry |
| LDL | Low-Density Lipoprotein |
| MBIH | (E)-2-(1H-indol-3-yl)-N′-(3-methoxybenzylidene)acetohydrazide |
| m/z | Mass-to-Charge Ratio |
| NC | Normal Control |
| Nrf2 | Nuclear Factor Erythroid 2–Related Factor 2 |
| PCT | Procalcitonin |
| PS | Phosphatidylserine |
| ROS | Reactive Oxygen Species |
| SD | Standard Deviation |
| SOD2 | Superoxide Dismutase 2 |
| TG | Triglycerides |
| UPLC | Ultra-Performance Liquid Chromatography |
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| Marker | Sequence | Reverse/Forward | Tm | GC% | Product Length | Gene Accession Number |
|---|---|---|---|---|---|---|
| SOD2 | ACCGAGGAGAAGTACCACGA | Forward | 59.96 | 55.00 | 245 | NM_017051.2 |
| SOD2 | CCTGAACCTTGGACTCCCAC | Reverse | 59.96 | 60.00 | 245 | NM_017051.2 |
| CAT | CTGACTGACGCGATTGCCTA | Forward | 60.18 | 55.00 | 181 | NM_012520.2 |
| CAT | GTGGTCAGGACATCGGGTTT | Reverse | 59.96 | 55.00 | 181 | NM_012520.2 |
| Nrf2 | GCACATCCAGACAGACACCA | Forward | 59.96 | 55.00 | 168 | NM_031789.3 |
| Nrf2 | CTCTCAACGTGGCTGGGAAT | Reverse | 60.04 | 55.00 | 168 | NM_031789.3 |
| Hmox-1 | CACCAGCCACACAGCACTAC | Forward | 61.23 | 60.00 | 109 | NM_012580.2 |
| Hmox-1 | CACCCACCCCTCAAAAGACA | Reverse | 59.82 | 55.00 | 109 | NM_012580.2 |
| GAPDH | TGCCACTCAGAAGACTGTGG | Forward | 59.61 | 55.00 | 85 | NM_017008.4 |
| GAPDH | GGATGCAGGGATGATGTTCT | Reverse | 57.35 | 50.00 | 85 | NM_017008.4 |
| Parameters | NC | Cd-Induced | Cd-AA | Cd + MBIH | Cd + FBIH |
|---|---|---|---|---|---|
| Liver Function Biomarkers | |||||
| Bilirubin Total (mg/dL) | 1.2 ± 0.44 | 3.0 ± 0.141 | 2.00 ± 0.775 | 2.00 ± 0.052 | 2.2 ± 0.063 |
| SGPT (ALT) (U/L) | 27 ± 0.637 | 80 ± 2.00 | 50 ± 0.485 | 53 ± 0.885 | 45 ± 0.632 |
| SGOT (AST) (U/L) | 33 ± 2.05 | 150 ± 5.06 | 41 ± 0.555 | 40 ± 0.632 | 44 ± 1.02 |
| Renal Function Biomarkers | |||||
| Urea (mg/dL) | 45 ± 0.048 | 120 ± 1.41 | 55 ± 0.800 | 72 ± 0.852 | 60 ± 0.722 |
| Creatinine (mg/dL) | 1.0 ± 0.12 | 3.1 ± 0.063 | 1.7 ± 0.037 | 1.6 ± 0.044 | 1.9 ± 0.058 |
| Groups | Targeted Gene | Ct. GAPDH | Ct. GoE | ΔCt | ΔΔCt | Fold Change |
|---|---|---|---|---|---|---|
| NC | SOD2 | 21.558576387 | 24.122226093 | 2.56 | 0 | 1.00 |
| Cd-induced | 20.820741028 | 36.280288268 | 15.46 | 12.90 | 0.0002 | |
| Cd-AA | 21.798872582 | 23.456879485 | 1.66 | −0.90 | 1.87 | |
| Cd + MBIH | 21.787092394 | 22.818709192 | 1.03 | −1.53 | 2.89 | |
| Cd + FBIH | 21.453119645 | 22.256907167 | 0.80 | −1.76 | 3.39 | |
| NC | CAT | 21.225678129 | 24.378562966 | 3.15 | 0 | 1 |
| Cd-induced | 20.720741028 | 37.543689246 | 16.82 | 13.67 | 0.0001 | |
| Cd-AA | 20.37815469 | 21.52384678 | 1.15 | −2.00 | 4.00 | |
| Cd + MBIH | 21.425613651 | 22.513281192 | 1.09 | −2.06 | 4.18 | |
| Cd + FBIH | 20.325684532 | 22.217571678 | 1.89 | −1.26 | 2.40 | |
| NC | Nrf2 | 21.567844568 | 23.4685447865 | 1.901 | 0 | 1 |
| Cd-induced | 21.625374855 | 35.7755866688 | 14.150 | 12.793 | 0.0003 | |
| Cd-AA | 20.48769588 | 21.325546785 | 0.838 | −0.519 | 1.428 | |
| Cd + MBIH | 22.543896577 | 23.6782256879 | 1.134 | −0.223 | 1.168 | |
| Cd + FBIH | 20.514891256 | 22.5844662589 | 2.069 | 0.712 | 0.616 | |
| NC | Hmox-1 | 21.405713385 | 22.5689785648 | 1.163 | 0 | 1 |
| Cd-induced | 20.720741028 | 34.9164877388 | 14.195 | 13.033 | 0.0001 | |
| Cd-AA | 21.798872582 | 22.223556879 | 0.425 | −0.737 | 1.667 | |
| Cd + MBIH | 21.787092394 | 23.5422896645 | 1.755 | 0.593 | 0.664 | |
| Cd + FBIH | 21.453119645 | 22.5562384452 | 1.103 | −0.059 | 1.041 |
| Putative Identification | Regulation in Cd-AA vs. Cd-Induced | Regulation in Cd + MBIH vs. Cd-Induced | Regulation in Cd + FBIH vs. Cd-Induced | Notes |
|---|---|---|---|---|
| Serine | No significant change (maintained low) | No significant change (maintained low) | No significant change (maintained low) | AA/MBIH/FBIH did not reverse the Cd-induced decrease. |
| Myristic Acid | No significant change (maintained low) | No significant change (maintained low) | Strongly decreased | AA/MBIH/FBIH did not restore the Cd-induced depletion. |
| N-Oleoyl Serine | Increased | Increased | No significant change (maintained low) | Treatment MBIH appears to counteract the slight decrease caused by Cd, restoring levels. |
| Putative LysoPS | Partially restored | Increased | Increased | Both treatments increased levels relative to Cd-only; MBIH might be slightly more effective. |
| Putative PS | No significant change (maintained low) | No significant change (maintained low) | Increased | The profound decrease caused by Cd was not reversed by AA or MBIH. |
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Munir, M.U.; Akash, M.S.H.; Rehman, K.; Rafique, A.; Madni, S. Untargeted LC–MS/MS Metabolomics Reveals Nrf2-Mediated Antioxidant Activation and Metabolic Reprogramming by IAA-Based Hydrazone Derivatives in Subchronic Cadmium Toxicity. Metabolites 2026, 16, 155. https://doi.org/10.3390/metabo16030155
Munir MU, Akash MSH, Rehman K, Rafique A, Madni S. Untargeted LC–MS/MS Metabolomics Reveals Nrf2-Mediated Antioxidant Activation and Metabolic Reprogramming by IAA-Based Hydrazone Derivatives in Subchronic Cadmium Toxicity. Metabolites. 2026; 16(3):155. https://doi.org/10.3390/metabo16030155
Chicago/Turabian StyleMunir, Muhammad Usama, Muhammad Sajid Hamid Akash, Kanwal Rehman, Aisha Rafique, and Sehar Madni. 2026. "Untargeted LC–MS/MS Metabolomics Reveals Nrf2-Mediated Antioxidant Activation and Metabolic Reprogramming by IAA-Based Hydrazone Derivatives in Subchronic Cadmium Toxicity" Metabolites 16, no. 3: 155. https://doi.org/10.3390/metabo16030155
APA StyleMunir, M. U., Akash, M. S. H., Rehman, K., Rafique, A., & Madni, S. (2026). Untargeted LC–MS/MS Metabolomics Reveals Nrf2-Mediated Antioxidant Activation and Metabolic Reprogramming by IAA-Based Hydrazone Derivatives in Subchronic Cadmium Toxicity. Metabolites, 16(3), 155. https://doi.org/10.3390/metabo16030155

