| Literature DB >> 24205049 |
Naresh Kumar Manchukonda1, Pradeep Kumar Naik, Seneha Santoshi, Manu Lopus, Silja Joseph, Balasubramanian Sridhar, Srinivas Kantevari.
Abstract
Systematic screening based on structural similarity of drugs such as colchicine andEntities:
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Year: 2013 PMID: 24205049 PMCID: PMC3804772 DOI: 10.1371/journal.pone.0077970
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1Noscapine scaffold and site of modification.
(A) Various diversity points for derivatization of α-noscapine and (B) design strategy for new α-noscapine analogues (basic skeleton and stereochemistry is same as in the natural α-noscapine).
Figure 2Chemical structure of noscapine and its congeners.
Figure 3Synthesis of nornoscapine 5a and noscapinoids 6a-j from α-noscapine.
Reaction conditions: (i) a: mCPBA, DCM; b: 2N HCl; c: FeSO4.7H2O; (ii) R-Br, KI, K2CO3, Acetone.
Figure 4The relative fluctuation in the root-mean-square deviations (rmsd) of tubulin (αβ heterodimmer) during molecular dynamic (MD) simulation.
(A) Time series of the rmsd for the Cα carbon atoms of tubulin during 10 ns of MD simulation starting from the initial structure. The relative fluctuation in the rmsd of the Cα atoms is very small after the initial equilibration (~3 ns) demonstrating the convergence of the simulation. (B) The relative fluctuation in the rmsd of the Cα atoms for the last 2000 frames that are used to generate the average structure of tubulin for docking study.
Molecular docking results (Glide XP) as well as calculated energies based on LIE-SGB model of noscapine analogues: van der Waals (vdw), electrostatic (elec), cavity (cav), predicted and experimental binding free energy (ΔG ).
| Ligand | Glide XPscore (kcal/mol) | <Uvdw> (kcal/mol) | <Uelec> (kcal/mol) | <Ucav> (kcal/mol) | Predicted ΔGbind (kcal/mol) | KD value (µM) | Experimental ΔGbind (kcal/mol) |
|---|---|---|---|---|---|---|---|
| 1 | -5.505 | -55.418 | 30.32 | 0.846 | -4.946 | 152 ± 1.0 | -5.246 |
| 2a | -5.563 | -57.935 | 83.89 | 1.064 | -5.603 | 81 ± 8.0 | -5.587 |
| 2b | -6.337 | -54.219 | 87.74 | 1.649 | -5.911 | 40 ± 8.0 | -6.006 |
| 2c | -5.684 | -46.846 | 119.9 | 1.442 | -5.344 | 54 ± 9.1 | -5.827 |
| 2d | -5.868 | -57.614 | 129.3 | 1.857 | -6.560 | 22 ± 4.0 | -6.360 |
| 2e | -5.790 | -59.016 | 63.66 | 1.335 | -5.837 | 86 ± 6.0 | -5.551 |
| 2f | -6.412 | -58.032 | 68.17 | 2.032 | -6.452 | 14 ± 1.0 | -6.628 |
Molecular docking results (Glide XP) as well as calculated energies based on LIE-SGB model of third generation noscapine analogues (5a, 6a-j): van der Waals (vdw), electrostatic (elec), cavity (cav), predicted and experimental binding free energy (ΔG ).
| Ligand | Glide XPscore (kcal/mol) | <Uvdw> (kcal/mol) | <Uelec> (kcal/mol) | <Ucav> (kcal/mol) | Predicted ΔGbind (kcal/mol) | KD value (µM) | Experimental ΔGbind (kcal/mol) |
|---|---|---|---|---|---|---|---|
| 5a | -5.639 | -53.39 | 87.69 | 0.835 | -5.164 | 68 ± 0.7 | -5.691 |
| 6a | -5.997 | -62.81 | 67.52 | 0.820 | -5.707 | - | - |
| 6b | -6.918 | -60.25 | 57.27 | 0.988 | -5.622 | - | - |
| 6c | -6.087 | -63.68 | 41.56 | 0.846 | -5.639 | 91 ± 8.0 | -5.518 |
| 6d | -6.882 | -64.85 | 35.95 | 0.865 | -5.708 | - | - |
| 6e | -6.907 | -61.85 | 79.091 | 0.972 | -5.852 | - | - |
| 6f | -7.252 | -62.62 | 76.07 | 1.287 | -6.189 | 38 ± 4.0 | -6.036 |
| 6g | -5.767 | -61.34 | 64.56 | 0.445 | -5.227 | - | - |
| 6h | -7.196 | -65.08 | 55.79 | 1.033 | -6.003 | - | - |
| 6i | -5.712 | -62.12 | 41.14 | 0.723 | -5.407 | 79 ± 8.0 | -5.602 |
| 6j | -5.402 | -57.50 | 7.551 | 0.776 | -4.923 | 228 ± 10.0 | -4.973 |
Experimental ΔG was calculated from the dissociation constant (KD value) using the relationship: ΔG = RT ln KD where T = 298 K and R = 0.00199 (kcal/mol.K). Predicted ΔG was calculated using linear interaction energy (LIE) empirical equation: ΔG = 0.072⟨U ⟩−0.006⟨U ⟩−0.951⟨U ⟩. The KD values are mean ± S.D. from three different experiments performed in triplicate. The variation in binding affinity (KD value) among the third generation α-Noscapine derivatives was statistically significant using 1-way anova test (F = 561.14, P < 0.001).
Figure 5Typical snapshot of (A) docking complex of 6f (space field) bound to tubulin at colchicine binding site from molecular docking experiment.
(B) The enlarge view of the docked complex with H-bonding. (C) The bound ligand 6f is well-accommodated in the binding site.
Figure 6Three dimensional representation of the mode of interactions observed between the most potent noscapinoid, 6f and colchicine demonstrate distinct interaction with tubulin.
Panel A represents snapshot of overlapped docked poses of 6f (green) and colchicine (blue). The amino acids that are uniquely involved in the interaction of colchicine with tubulin are Asn 247, Met 256, Ala 315, Val 316, Ala 352 (yellow carbon). In contrast, the amino acids that are uniquely involved in the interaction of 6f with tubulin are Gln A10, Ser A177, Thr 238, Cys 239, Leu 240, Lys 252 (pink carbon). The other amino acids that are common in the interaction of both 6f and colchicine are Asn 255, Leu 253, Lys 350, Ala 314, Val 236, Ala 248 and Leu 246 (cyan carbon). Binding of colchicine has been highly biased towards β-tubulin whereas 6f partially interacts with α-tubulin as well. Panel B represents the fitting of 6f and colchicine inside the binding cavity. Panel C demonstrates the mode of interaction of 6f with the residues of tubulin. The ligand, 6f, distinctly interacts with the amino acid residues of tubulin in comparison to colchicine, and involves 4 hydrogen bonds (dashed lines): the bromine atom of 6f hydrogen bonded with OG1 of Thr B238 (bond length 3.02 Å), N1 of Thr B238 (bond length 2.02 Å) and N1 of Cys B239 (bond length 3.08 Å). Similarly, the oxygen atom of the isobenzofuranone ring of 6f hydrogen bonded with N1 of Ala B248 (bond length 3.03 Å). Panel D shows the binding mode of colchicine with tubulin. The interaction of colchicine with the residues of tubulin involves only one hydrogen bond (dashed line) between the oxygen atom of one of the methoxy group of colchicine with N1 of Ala B248 (bond length 2.95 Å). Only those amino acids that are within 4.5 Å distances from the docked ligands are shown.
Figure 7ORTEP representations of (A) 6h and (B) 6i with thermal displacement ellipsoids drawn at the 30% probability level and H atoms are represented by circles of arbitrary radii.
Figure 8Bar diagram comparing KD values of previously reported and the newly synthesized noscapinoids.
The red bar represents the KD value of noscapine, blue bars represent the KD values of first generation noscapinoids12.13 and the green bars represent the KD values of newly designed noscapinoids included in this manuscript.
IC50 values (a drug concentration required to achieve a 50% inhibition of cellular proliferation) of noscapine derivatives 5a & 6a-j for various cancer cell types[ ].
| Noscapine analogue | CEM (µM) | HeLa (µM) | A549 (µM) | MCF-7 (µM) |
|---|---|---|---|---|
| 5a | 8.9 ± 0.6 | 20.9 ± 1.8 | 41.6 ± 2.1 | 33.6 ± 1.3 |
| 6a | 8.3 ± 0.4 | 19.4 ± 1.4 | 37.7 ± 1.8 | 31.2 ± 1.5 |
| 6b | 9.0 ± 0.4 | 21.2 ± 2.1 | 42.4 ± 2.3 | 34.1 ± 1.6 |
| 6c | 10.0 ± 0.8 | 23.7 ± 1.5 | 49.0 ± 2.5 | 38.2 ± 2.5 |
| 6d | 7.7 ± 0.3 | 17.9 ± 0.9 | 33.5 ± 1.7 | 28.7 ± 0.8 |
| 6e | 7.5 ± 0.6 | 17.3 ± 0.7 | 32.1 ± 1.6 | 27.8 ± 1.3 |
| 6f | 6.7 ± 0.3 | 15.3 ± 0.5 | 26.9 ± 1.4 | 24.5 ± 0.8 |
| 6g | 11.9 ± 0.8 | 28.3 ± 2.1 | 61.3 ± 3.1 | 45.8 ± 2.2 |
| 6h | 6.9 ± 0.5 | 15.8 ± 0.5 | 28.0 ± 1.5 | 25.3 ± 1.2 |
| 6i | 9.5 ± 0.7 | 22.3 ± 1.2 | 45.4 ± 2.5 | 36.0 ± 1.9 |
| 6j | 13.6 ± 1.3 | 32.4 ± 2.4 | 72.3 ± 3.5 | 52.6 ± 3.8 |
| Nos | 14.5 ± 2.5 | 24.0 ± 2.9 | 72.9 ± 4.6 | 42.3 ± 2.7 |
Cancer cells used in the assay namely, CEM: human lymphoblast cell line, HeLa: human cervix cell line, A549: human lung adenocarcinoma epithelial cell line and MCF7: human breast epithelial cell line. Each value represents mean ± S.D. from three different experiments performed in triplicates. The variation in IC50 values are statistically significant among the third generation α-Noscapine derivatives (F = 169.93, P < 0.001) as well as among different cancer cell lines (F = 1530.48, P < 0.001) based on 2-way anova test.
Figure 9Morphologic indicators of apoptotic cell death include chromatin condensation along the nuclear envelope and plasma membrane blebbing followed by formation small apoptotic bodies.
Panels show morphological evaluation of nuclei stained with DAPI in the absence and presence of the analogues 5a and 6a-j (25 µM each). Several typical features of apoptotic cells such as condensed chromosomes, numerous fragmented micronuclei, and apoptotic bodies are evident (indicated by white head arrows) upon 72 hours of drug treatment. (Scale bar = 15 µm).
Figure 10Noscapine (1) and its analogues 6f-h inhibit cell cycle progression at mitosis followed by the appearance of a characteristic hypodiploid (sub-G1) DNA peak, indicative of apoptosis.
Panels A-C depict analyses of cell cycle distribution in a two-dimensional disposition as determined by flow cytometry in MCF-7 cells treated with 25 µM of noscapine (1), 6f, 6g, and 6h for 0, 24 and 72 hours, respectively.
Effect of noscapine derivatives (5a & 6a-j) on cell cycle progression of MCF-7 cells.a
| Cell cycle parameters % | 0 hour | 24 hours | 72 hours | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Sub-G1 | G0/G1 | S | G2/M | Sub-G1 | G0/G1 | S | G2/M | Sub-G1 | G0/G1 | S | G2/M | |
| Noscapine | 0.29 | 58.85 | 10.24 | 24.29 | 7.24 | 19.48 | 4.19 | 62.38 | 30.62 | 19.05 | 8.53 | 37.36 |
| 5a | 0.27 | 63.37 | 12.93 | 19.45 | 8.46 | 13.47 | 4.08 | 66.37 | 41.57 | 10.74 | 7.08 | 39.25 |
| 6a | 1.44 | 67.06 | 9.53 | 20.17 | 8.12 | 16.28 | 4.94 | 63.18 | 44.82 | 9.06 | 7.39 | 37.72 |
| 6b | 0.74 | 55.39 | 12.17 | 28.79 | 7.37 | 19.42 | 4.16 | 64.42 | 43.18 | 11.38 | 7.53 | 35.84 |
| 6c | 0.82 | 60.66 | 11.49 | 24.29 | 8.08 | 20.72 | 4.85 | 63.49 | 36.73 | 15.38 | 8.27 | 38.41 |
| 6d | 0.52 | 56.82 | 12.28 | 28.39 | 7.27 | 22.73 | 4.62 | 59.41 | 45.38 | 8.29 | 7.83 | 36.18 |
| 6e | 0.87 | 62.57 | 11.93 | 23.15 | 8.17 | 12.84 | 4.57 | 68.42 | 45.42 | 7.02 | 6.83 | 38.52 |
| 6f | 1.04 | 64.26 | 9.51 | 22.47 | 9.47 | 11.82 | 6.29 | 67.48 | 50.44 | 6.38 | 4.72 | 37.29 |
| 6g | 0.62 | 63.32 | 12.92 | 21.37 | 10.86 | 20.94 | 4.08 | 62.28 | 40.29 | 12.76 | 8.07 | 37.93 |
| 6h | 0.35 | 61.16 | 12.29 | 25.09 | 11.37 | 12.25 | 5.92 | 68.58 | 48.73 | 7.19 | 6.28 | 36.18 |
| 6i | 0.46 | 57.41 | 11.08 | 27.14 | 12.25 | 19.57 | 4.62 | 63.38 | 40.18 | 14.37 | 6.43 | 37.15 |
| 6j | 0.39 | 59.15 | 9.47 | 24.35 | 8.29 | 25.71 | 3.09 | 66.17 | 27.24 | 22.16 | 8.63 | 39.48 |
MCF-7 cells were treated with 25 µM solution for the indicated time (h) and then stained with propidium iodide for cell cycle analysis.
Figure 11Graphical representation of the quantitation of apoptotic index (percent sub-G1 cells) at 25 µM at 72 hours for all the compounds.
Results are representative of three experiments performed in triplicate. The variation in apoptotic index among the third generation α-Noscapine derivatives is statistically significant (F = 18.30, P < 0.001) based on 1-way ANOVA test.