| Literature DB >> 28855816 |
Afzal Hussain1, Chandan Kumar Verma1, Usha Chouhan1.
Abstract
Cell cycle consists of different types of phases, transition from G1, S, G2, M. Inhibition of associated CDKs like CDK9/Cyclin T1 complex, which are indirectly involved in the Cell cycle progression in the form of transcription elongation, reduces diverse diseases such as Cardiac Hypertrophy, Alzheimer's, Cancer, AIDS and Inflammation. Glide tool of the Schrodinger software has been used for performing Structure Based Virtual Screening and Docking against Drug Bank and MDPI database. The best hits were identified which go and bind in the active site of the target where ATP binds for the activity. The ADMET, MM-GBSA and DFT analysis is also done for the same. Compound 4-{4-[4-(3-aminopropoxy)phenyl]-1H-pyrazol-5-yl}-6-chlorobenzene-1,3-diol (DB08045) was found to be more potent, novel and selective as an inhibitor. Hopefully compound (DB08045) could be used as an anti-cancer agent for the treatment of life-threatening diseases.Entities:
Keywords: ATP, adenosine triphosphate; CDK; CDK9, Cyclin Dependent Kinase 9; CTD, carboxy terminal domain; Cancer; Cell cycle; DFT, density functional theory; Drug Bank; HOMO, high occupied molecular orbital; LUMO, lowest unoccupied molecular orbital; MDPI; MDPI, molecular diversity preservation international; MW, molecular weight; P-TEFB, positive transcription elongation factor B; Potent; SBVS, structure based virtual screening
Year: 2015 PMID: 28855816 PMCID: PMC5562455 DOI: 10.1016/j.sjbs.2015.10.003
Source DB: PubMed Journal: Saudi J Biol Sci ISSN: 2213-7106 Impact factor: 4.219
Figure 1List of co-crystallized CDK9/Cyclin T1 inhibitors found in the Protein Data Bank.
Figure 2Structure Based Virtual Screening workflow.
2D structure of the selected inhibitors from Drug Bank database and reference compounds respectively with their docking scores.
| Drug Bank id | Compound structure | Mol. Wt. | Mol. formula | Docking score |
|---|---|---|---|---|
| DB08045 | 360.814 | C18H19ClN3O3+ | −14.072 | |
| DB01204 | 446.496 | C22H30N4O62+ | −13.456 | |
| DB07766 | 365.383 | C20H19N3O4 | −11.807 | |
| DB01772 | 409.410 | C22H20FN3O4 | −11.505 | |
| DB02594 | 227.217 | C9H13N3O4 | −11.469 | |
| DB07715 | 270.237 | C15H10O5 | −11.353 | |
| DB07163 | 311.333 | C17H16FN4O+ | −10.826 | |
| DB08133 | 316.335 | C14H12N4O3S | −10.679 | |
| 2-Amino-4-heteroaryl-pyrimidiner | – | – | – | −8.639 |
r = reference compound.
2D structure of the selected inhibitors from MDPI database respectively with their docking scores.
| MDPI id | Compound structure | Mol. Wt. | Mol. formula | Docking score |
|---|---|---|---|---|
| MDPI14871 | 362.417 | C20H26O6 | −11.453 | |
| MDPI20746 | 302.236 | C15H10O7 | −10.350 | |
| MDPI14352 | 272.210 | C14H8O6 | −10.378 |
Figure 3Binding mode of the selected ligand in the active site of the CDK9/Cyclin T1 complex proposed by docking studies. (a) Binding mode of the ligand DB08045. (b) Ligplot Interaction diagram of the DB08045 ligand. (c) Binding mode of the ligand DB01204. (d) Binding mode of the ligand DB07766. (e) Binding mode of the ligand DB01772. (f) Binding mode of the ligand DB02594. (g) Binding mode of the ligand DB07715. (h) Binding mode of the ligand DB07163. (i) Binding mode of the ligand DB08133. The inhibitors have been shown in stick form and yellow dotted lines indicate the inhibitor protein H-bonding. The critical protein residues have been shown in gray color.
Figure 4Binding mode of the selected ligand in the active site of the CDK9/Cyclin T1 complex proposed by docking studies. (a) Binding mode of the ligand MDPI14871. (b) Binding mode of the ligand MDPI20746. (c) Binding mode of the ligand MDPI14352. The inhibitors have been shown in stick form and yellow dotted lines indicate the inhibitor protein H-bonding. The critical protein residues have been shown in gray color.
Orbital energy of the selected inhibitors of the Drug Bank database.
| S. No. | Compound name | HOMO energy | LUMO energy | HLG (eV) |
|---|---|---|---|---|
| 1 | DB08045 | −0.27511 | −0.16337 | 0.11174 |
| 2 | DB01204 | −0.35700 | −0.24697 | 0.11003 |
| 3 | DB07766 | −0.19160 | −0.08257 | 0.10903 |
| 4 | DB01772 | −0.19318 | −0.09049 | 0.10269 |
| 5 | DB02594 | −0.22590 | −0.03693 | 0.18897 |
| 6 | DB07715 | −0.23425 | −0.09745 | 0.1368 |
| 7 | DB07163 | −0.28094 | −0.16916 | 0.11178 |
| 8 | DB08133 | −0.23122 | −0.05651 | 0.17471 |
Orbital energy of the selected inhibitors of the MDPI database
| S. No. | Compound name | HOMO energy | LUMO energy | HLG (eV) |
|---|---|---|---|---|
| 1 | MDPI14871 | −0.19363 | −0.05277 | 0.14086 |
| 2 | MDPI20746 | −0.20836 | −0.06113 | 0.14723 |
| 3 | MDPI14352 | −0.21861 | −0.10158 | 0.11703 |
Figure 5Plot shows highest occupied molecular orbital (HOMO) and lowest unoccupied molecular orbital (LUMO) of Drug Bank screened selected compounds. The red color indicates positive electron density while blue color indicates negative electron density respectively.
Figure 6Plot shows highest occupied molecular orbital (HOMO) and lowest unoccupied molecular orbital (LUMO) of MDPI screened selected compounds. The red color indicates positive electron density while blue color indicates negative electron density respectively.
Drug-like properties of the selected inhibitors from Drug Bank database.
| S. No. | Drug Bank id | Mol. Wt. | SASA | Human oral absorption | HB donor | HB acceptor | QP log |
|---|---|---|---|---|---|---|---|
| 1 | DB08045 | 360.814 | 635.553 | 62.835 | 5 | 4.750 | −3.356 |
| 2 | DB01204 | 446.496 | 741.991 | 24.671 | 4 | 9.900 | −1.112 |
| 3 | DB07766 | 365.383 | 654.056 | 78.131 | 3 | 7.600 | −4.137 |
| 4 | DB01772 | 409.410 | 606.405 | 75.572 | 4 | 7.400 | −3.784 |
| 5 | DB02594 | 227.217 | 424.935 | 50.835 | 4 | 9.100 | −1.529 |
| 6 | DB07715 | 270.237 | 477.959 | 68.395 | 1 | 4.250 | −3.048 |
| 7 | DB07163 | 311.333 | 543.171 | 65.815 | 5 | 4.500 | −2.217 |
| 8 | DB08133 | 316.335 | 557.232 | 62.073 | 3 | 7.000 | −3.355 |
Drug Bank inhibitors id.
Molecular weight (acceptable range is: ⩽500).
Total solvent accessible surface area (acceptable range is: 300–1000).
Human oral absorption (acceptable range is: <25% less & >80% high).
Hydrogen bond donor (acceptable range is: ⩽5).
Hydrogen bond acceptor (acceptable range is: ⩽10).
Predicted aqueous solubility (acceptable range is: −6.5 to 0.5).
Drug-like properties of the selected inhibitors from MDPI database.
| S. No. | MDPI id | Mol. Wt. | SASA | Human oral absorption | HB donor | HB acceptor | QP log |
|---|---|---|---|---|---|---|---|
| 1 | MDPI14871 | 362.417 | 588.370 | 75.441 | 4 | 5.700 | −3.573 |
| 2 | MDPI20746 | 302.236 | 531.625 | 53.717 | 4 | 5.250 | −3.096 |
| 3 | MDPI14352 | 272.210 | 454.633 | 61.573 | 1 | 4.000 | −2.565 |
MDPI database inhibitors id.
Molecular weight (acceptable range is: ⩽500).
Total solvent accessible surface area (acceptable range is: 300–1000).
Human oral absorption (acceptable range is: <25% less & >80% high).
Hydrogen bond donor (acceptable range is: ⩽5).
Hydrogen bond acceptor (acceptable range is: ⩽10).
Predicted aqueous solubility (acceptable range is: −6.5 to 0.5).
Prime MM-GBSA energy calculation result of the selected inhibitors from Drug Bank database with the target.
| S. No. | Compound id | Δ | Gevdw | Gcoul |
|---|---|---|---|---|
| 1 | DB08045 | −64.55 | −35.05 | −40.47 |
| 2 | DB01204 | −84.11 | −43.18 | −62.70 |
| 3 | DB07766 | −67.25 | −38.84 | −27.38 |
| 4 | DB01772 | −62.04 | −46.67 | −9.48 |
| 5 | DB02594 | −40.58 | −29.45 | −20.05 |
| 6 | DB07715 | −60.48 | −29.73 | −24.52 |
| 7 | DB07163 | −59.18 | −36.42 | −24.68 |
| 8 | DB08133 | −55.15 | −34.93 | 27.31 |
Inhibitors id from Drug Bank database.
Free binding energy.
Van der Waal energy.
Coulomb energy.
Prime MM-GBSA energy calculation result of the selected inhibitors from MDPI database with the target.
| S. No. | Compound id | Δ | Gevdw | Gcoul |
|---|---|---|---|---|
| 1 | MDPI14871 | −74.98 | −36.46 | −20.06 |
| 2 | MDPI20746 | −60.64 | −32.07 | −27.92 |
| 3 | MDPI14352 | −56.10 | −30.04 | −21.35 |
Inhibitors id from MDPI database.
Free binding energy.
Van der Waal energy.
Coulomb energy.
Figure 7Selected inhibitors after screened Drug Bank database has been superimposed in the ATP binding site of the target protein.
Figure 8Selected inhibitors after screened MDPI database has been superimposed in the ATP binding site of the target protein.