Abstract
Objective: The main objective of the study was to develop the Quantitative Structure-Activity Relationship (QSAR) and pharmacophore model by using data obtained from HT-29 cells to develop potent lead molecule for the scientific community. Materials and Methods: Common pharmacophore model, atom-based 3D-QSAR, and molecular dynamic (MD) simulation were carried out via computational techniques by using 4H-chromene derivatives. Results: The reliable common pharmacophoric hypothesis, DHH13 was generated and 3.95 sur-vival value was also found. Furthermore, the statistically significant 3D-QSAR model was devel-oped where r2=0.52 was found by using the Partial least squares (PLS) regression method. Phase predicted activity and Log GI50 demonstrated an important atomic position in the structure of lig-ands to ascertain anti colon cancer activity. Also, MD simulation was carried out between top rank leads targeting IL-6 that provided better binding conformational and complex stability into the active pocket site of the target throughout the MD simulation. Conclusion: The outcome of this design shows that the pharmacophore model and 3D-QSAR might be helpful for researchers in the field of medicinal chemistry to design and develop potential anti colon cancer compounds.
| Original language | English |
|---|---|
| Pages (from-to) | 504-510 |
| Number of pages | 7 |
| Journal | Current Computer-Aided Drug Design |
| Volume | 17 |
| Issue number | 4 |
| DOIs | |
| State | Published - Jul 2021 |
Keywords
- 3D-QSAR model
- 4H-Chromene
- Colorectal cancer
- IL-6
- Molecular dynamic simulation
- Pharmacophore