Structural Optimization of Pterostilbene, a Promising Lead Molecule, and Evaluation of Its Derivatives via ADMET Prediction and In Vitro/In Vivo Anti-Cerebral Ischemic Activity
Abstract
1. Introduction
2. Results
2.1. Synthesis of Candidates
2.1.1. Synthesis of Compound NO. 1
2.1.2. Synthesis of Compound NO. 3
2.1.3. Synthesis of Compound NO. 5
2.1.4. Synthesis of Compound NO. 7
2.2. Virtual Screening
2.2.1. Drug-Likeness Predicted by ADMET Analysis
2.2.2. Brain or Intestinal Permeation Predicted by BOILED-EGG
2.3. Biological Activities Evaluation In Vitro
2.3.1. Effects of the Derivatives on Cell Viability Under Oxygen-Glucose Deprivation/Reperfusion (OGD/R) Injury Models
2.3.2. TI-Based Assessment of the Derivatives
2.3.3. Compounds NO. 1, NO. 3, NO. 5 and NO. 7 Reduced Lactate Dehydrogenase (LDH) Release Under OGD/R Injury hBMECs
2.3.4. Compounds NO. 1, NO. 3, NO. 5 and NO. 7 Promoted Cell Survival, Migration, and Angiogenesis Under OGD/R Injury hBMECs
2.3.5. Compounds NO. 1, NO. 3, NO. 5 and NO. 7 Improved Antioxidant Capacity Under OGD/R Injury hBMECs
2.4. Biological Evaluation of Derivatives In Vivo
2.4.1. Effects of the Derivatives on the Body Weight and Survival Rate of Middle Cerebral Artery Occlusion/Reperfusion (MCAO/R) Rats
2.4.2. Effects of the Derivatives on Cerebral Blood Flow (CBF) and Infarct Volume of MCAO/R Rats
2.4.3. Effect of the Derivatives on Neurological Function of MCAO/R Rats
2.4.4. Effect of the Derivatives on Cellular Damage of MCAO/R Rats
2.4.5. Effect of the Derivatives on Oxidative Stress Markers and Inflammatory Cytokines in the Serum of MCAO/R Rats
2.5. Compound NO. 3 Improved Pathological Damage in the Hippocampus and Cortex of MCAO/R Rats
2.6. Acute Toxicity Assessment of Compound NO. 3
3. Discussion
3.1. Structural Optimization
3.2. Biological Activities Interpretation Based on ADMET Prediction
3.3. Comprehensive Analysis Between In Vitro and In Vivo Pharmacodynamic Characteristics
3.4. Preliminary Safety Evaluation of NO. 3
4. Materials and Methods
4.1. Preparation of Pts and Its Derivatives
4.2. Biological Assay
4.2.1. ADMET Studies and BOILED-EGG Plot
4.2.2. Cell Culture
4.2.3. Establishment of OGD/R Model
4.2.4. MTT Assay
4.2.5. Maximal Recovery Rate and Therapeutic Index
4.2.6. LDH Release Assay
4.2.7. Hoechst33324/PI Assay
4.2.8. Scratch and Transwell Migration Assay
4.2.9. Tube Formation Assay
4.2.10. Oxidative Stress Indicators Detection
4.2.11. Experimental Animals
4.2.12. MCAO/R Surgery
4.2.13. Experimental Groups and Drug Administration
4.2.14. Modified Neurological Severity Score (mNSS) Test
4.2.15. Laser Speckle Imaging Technique for Measuring CBF
4.2.16. 2,3,5-Triphenyltetrazolium Chloride (TTC) Staining
4.2.17. Enzyme-Linked Immunosorbent Assay (ELISA)
4.2.18. HE/Nissl Staining
4.2.19. Acute Intraperitoneal Toxicity of Compound NO. 3
4.3. Statistical Analysis
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| BBB | Blood–brain barrier |
| BMECs | Brain microvascular endothelial cells |
| Caco-2 | Human colon adenocarcinoma cell lines |
| CAT | Catalase |
| CBF | Cerebral blood flow |
| CCA | Carotid artery |
| CIRI | Cerebral ischemia-reperfusion injury |
| CNS | Central nervous system |
| ECA | External carotid artery |
| GHS | Globally Harmonized System |
| ICA | Internal carotid artery |
| LDH | Lactate dehydrogenase |
| MCAO/R | Middle cerebral artery occlusion/reperfusion |
| MDA | Malondialdehyde |
| NVU | Neurovascular unit |
| OGD/R | Oxygen-glucose deprivation/reperfusion |
| P-gp | P-glycoprotein |
| Pts | Pterostilbene |
| ROAT | Rat oral acute toxicity |
| SAR | Structural–Activity Relationship |
| SMILES | Simplified Molecular Input Line-entry System |
| SOD | Superoxide dismutase |
| THF | Tetrahydrofuran |
| TI | Therapeutic index |
| TTC | 2,3,5-triphenyltetrazolium chloride |
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| Compounds | R1 | R2 | R3 | SMILES |
|---|---|---|---|---|
| Pts | CH3 | H | H | COC1=CC(/C=C/C2=CC=C(O)C=C2)=CC(OC)=C1 |
| NO. 1 | CH3 | H | ![]() | COC1=CC(/C=C/C2=CC=C(O)C(C(O)=O)=C2)=CC(OC)=C1 |
| NO. 3 | CH3 | H | ![]() | COC1=CC(/C=C/C2=CC=C(O)C(C(N3CCOCC3)=O)=C2)=CC(OC)=C1 |
| NO. 5 | H | H | ![]() | OC1=CC(/C=C/C2=CC=C(O)C(C(O)=O)=C2)=CC(O)=C1 |
| NO. 7 | CH3 | H | ![]() | OC1=C(C(NC(C)C)=O)C=C(/C=C/C2=CC(OC)=CC(OC)=C2)C=C1 |
| Compounds | Maximal Recovery Rate of hBMECs (%) | Maximal Recovery Rate of SH-SY5Y (%) | More Sensitive Cells |
|---|---|---|---|
| NO. 1 | 34.63 (15.0 μM) | 24.64 (6.25 μM) | hBMECs |
| NO. 3 | 53.44 (15.0 μM) | 52.49 (6.25 μM) | insignificance |
| NO. 5 | 64.64 (60.0 μM) | 41.56 (12.5 μM) | hBMECs |
| NO. 7 | 33.32 (7.5 μM) | 29.75 (6.25 μM) | insignificance |
| Compounds | Cell Viability (%) | (Maximal Recovery Rate, %)/ (Concentration, μM) | IC50 (μM) | EC50 (μM) | TI | |
|---|---|---|---|---|---|---|
| Model | Drug | |||||
| Pts | 60.95 | 93.04 | 53.17 (20 μM) | 62.43 | 8.18 | 7.63 |
| NO. 1 | 48.73 | 63.56 | 28.94 (10 μM) | 78.10 | 4.27 | 18.29 |
| NO. 3 | 53.05 | 72.66 | 41.78 (15 μM) | 85.74 | 3.50 | 24.50 |
| NO. 5 | 50.60 | 82.53 | 64.64 (60 μM) | 313.70 | 11.75 | 26.70 |
| NO. 7 | 47.29 | 65.56 | 34.67 (10 μM) | 235.40 | 7.69 | 30.61 |
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Zhang, K.; Li, J.; Dai, Y.; Yang, Z. Structural Optimization of Pterostilbene, a Promising Lead Molecule, and Evaluation of Its Derivatives via ADMET Prediction and In Vitro/In Vivo Anti-Cerebral Ischemic Activity. Int. J. Mol. Sci. 2026, 27, 4512. https://doi.org/10.3390/ijms27104512
Zhang K, Li J, Dai Y, Yang Z. Structural Optimization of Pterostilbene, a Promising Lead Molecule, and Evaluation of Its Derivatives via ADMET Prediction and In Vitro/In Vivo Anti-Cerebral Ischemic Activity. International Journal of Molecular Sciences. 2026; 27(10):4512. https://doi.org/10.3390/ijms27104512
Chicago/Turabian StyleZhang, Kecan, Jiaxin Li, Yanan Dai, and Zhihong Yang. 2026. "Structural Optimization of Pterostilbene, a Promising Lead Molecule, and Evaluation of Its Derivatives via ADMET Prediction and In Vitro/In Vivo Anti-Cerebral Ischemic Activity" International Journal of Molecular Sciences 27, no. 10: 4512. https://doi.org/10.3390/ijms27104512
APA StyleZhang, K., Li, J., Dai, Y., & Yang, Z. (2026). Structural Optimization of Pterostilbene, a Promising Lead Molecule, and Evaluation of Its Derivatives via ADMET Prediction and In Vitro/In Vivo Anti-Cerebral Ischemic Activity. International Journal of Molecular Sciences, 27(10), 4512. https://doi.org/10.3390/ijms27104512





