| Literature DB >> 32899576 |
Thai-Son Tran1,2, Thanh-Dao Tran1, The-Huan Tran2, Thanh-Tan Mai1, Ngoc-Le Nguyen3, Khac-Minh Thai1, Minh-Tri Le1,4.
Abstract
Acetylcholinesterase (AChE) and β-secretase (BACE-1) have become attractive therapeutic targets for Alzheimer's disease (AD). Flavones are flavonoid derivatives with various bioactive effects, including AChE and BACE-1 inhibition. In the present work, a series of 14 flavone derivatives was synthesized in relatively high yields (35-85%). Six of the synthetic flavones (B4, B5, B6, B8, D6 and D7) had completely new structures. The AChE and BACE-1 inhibitory activities were tested, giving pIC50 3.47-4.59 (AChE) and 4.15-5.80 (BACE-1). Three compounds (B3, D5 and D6) exhibited the highest biological effects on both AChE and BACE-1. A molecular docking investigation was conducted to explain the experimental results. These molecules could be employed for further studies to discover new structures with dual action on both AChE and BACE-1 that could serve as novel therapies for AD.Entities:
Keywords: QSAR; acetylcholinesterase; docking; flavone; in silico; in vitro; β-secretase
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Year: 2020 PMID: 32899576 PMCID: PMC7570966 DOI: 10.3390/molecules25184064
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Scheme 1Synthesis of flavone derivatives from baicalein.
Scheme 2Synthesis of diosmetin and its derivatives.
Acetylcholinesterase (AChE) and β-secretase (BACE-1) inhibitory activities and docking scores of the synthesized flavone derivatives.
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| IC50 | Obs. | Pre. | Docking Score (kJ·mol−1) ** | IC50 | Obs. | Pre. | Docking Score (kJ·mol−1) ** | |
| B1 | 37.15 | 4.43 | 4.66 | −27.06 | 69.18 | 4.16 | 3.66 | −17.64 |
| B2 | 25.51 | 4.59 | 4.59 | −17.67 | 43.65 | 4.36 | 4.82 | −16.37 |
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| B4 | 51.81 | 4.29 | 4.44 | −10.36 | 70.79 | 4.15 | 4.35 | −10.84 |
| B5 | 191.47 | 3.72 | 4.32 | −10.49 | 16.98 | 4.77 | 4.60 | −8.29 |
| B6 | 80.32 | 4.10 | 4.32 | −15.71 | 12.59 | 4.90 | 5.18 | −17.35 |
| B7 | 51.29 | 4.29 | 4.52 | −17.91 | 31.62 | 4.50 | 4.73 | −12.95 |
| B8 | 66.24 | 4.18 | 4.56 | −19.61 | 22.39 | 4.65 | 4.75 | −10.75 |
| D1 | 147.91 | 3.83 | 4.50 | −22.86 | 43.65 | 4.36 | 3.55 | −19.32 |
| D2 | 87.10 | 4.06 | 4.42 | −21.05 | 2.14 | 5.67 | 5.83 | −19.33 |
| D3 | 128.82 | 3.89 | 4.37 | −20.90 | 3.16 | 5.50 | 6.04 | −17.18 |
| D4 | 151.36 | 3.82 | 4.26 | −15.22 | 3.60 | 5.44 | 5.24 | –13.31 |
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| D7 | 340.09 | 3.47 | 4.35 | −25.35 | 2.86 | 5.54 | 6.07 | −22.07 |
| Galanthamine | 1.31 | 5.88 | 5.14 | −33.28 | - | - | - | - |
| Umibecestat | - | - | - | - | 0.01 | 7.96 [ | 7.67 | −47.04 |
| Quercetin | - | - | - | - | 9.55 | 5.02 | 5.24 | −22.55 |
| R2 = 0.83, RMSE = 0.44 | R2 = 0.82, | |||||||
Obs.: Observed, Pre.: Predicted, R2 (squared correlation coefficient), RMSE (root-mean-square error), IC: the half maximal inhibitory concentration, pIC: -logIC. * pIC values predicted using 2D-QSAR models in the previous published work [37]. ** Molecular docking results were reported using the co-crystallized 1DX6 and 6EQM for AChE and BACE-1, respectively. B3, D5 and D6 (highlighted in bold) exhibited the highest bioactivities against both enzymes.
Two-dimensional quantitative structure–activity relationship models (2D-QSAR) for AChE and BACE-1 inhibitors reported in the previous published work [37].
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| N | RMSE | R2 | RMSELOO | Q2LOO | N | RMSE | R2 | R2(PRED) |
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| CCC |
| 50 | 0.18 | 0.70 | 0.22 | 0.57 | 22 | 0.16 | 0.78 | 0.78 | 0.65 | 0.69 | 0.11 | 0.88 |
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| N | RMSE | R2 | RMSELOO | Q2LOO | N | RMSE | R2 | R2(PRED) |
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| CCC |
| 150 | 0.37 | 0.80 | 0.40 | 0.77 | 65 | 0.41 | 0.83 | 0.81 | 0.79 | 0.76 | 0.05 | 0.91 |
N: number of compounds, RMSELOO (cross-validated root-mean-square error), Q2LOO (cross-validated squared correlation coefficient), R2(PRED) (predicted R-squared), CCC (concordance correlation coefficient), and (validation metrics suggested by Roy et al. [39]). * Selected molecular descriptors used for building 2D-QSAR models are described in detail in Table S1.
Figure 1The linear regression between observed and predicted activity of synthesized flavone derivatives and positive control against (A) acetylcholinesterase (AChE) and (B) β-secretase (BACE-1).
Figure 2The linear regression between observed activity and docking score against (A) acetylcholinesterase (AChE) (values from B2, B3, B5–8, D2, D4–6 and galantamine) and (B) β-secretase (BACE-1) (values from B2–8, D2–4, D7, umibecestat and quercetin).
Figure 3Interactions with AChE (left) and BACE-1 (right) of flavone derivatives B3 (A,B), D5 (C,D) and D6 (E,F).