In addition, quinazoline systems appear to be impotent in 148a, 150a
and 150b when they are linked to Trp286 by many π interactions and H
bonds with Phe295 and / or Ser293 similar to donepezil. On the other hand,
H bonds play an important role in stabilizing 149a and 149b when they
interact strongly with Ser293 and Arg296 of the PAS site via the pyrimidine
ring of quinazoline. All compounds show similar π interactions between
triazoles for Tyr341 and nitro-benzene rings with Tyr337
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efore, the study designed and synthesized new Quinazoline compounds
with the goal of inhibiting Tyrosine Kinases and hybridizing these molecules
with components that inhibit cancer cells under other mechanisms such as
AZT or triazole to Incorporating the unique pharmacological properties of
each component into a single hybrid molecule towards the goal of
multifunctional inhibition will be a very interesting, new and necessary
research issue. In addition, quinazoline and triazole also exhibit
acetylcholinesterase inhibiting activity (AChEI) in treating Alzheimer's
disease. The combination of AChE-inhibiting components such as
quinazoline and triazole to form a single hybrid molecule aims to enhance
activity in search of safer cholinesterase inhibitors or multiple-target activity.
very necessary. Therefore, the topic "Synthesis and evaluation of anti-cancer
2
and anti-Alzheimer activity of hybrid structure containing 4-
aminoquinazoline frame" is a research direction with high scientific and
practical significance.
2. Objectives of the dissertation
- Synthesis and structural determination of some 4-aminoquinazoline derivatives
containing prop-2-yn-1-yloxy substituents at C-6 position.
- Research and synthesize and determine the hybrid compound structure
containing Quinazoline frame.
+ Study on synthesis and determination of quinazoline dimer hybrid compound
structure.
+ Study on synthesis and structure of hybrid 4-aminoquinazoline-triazole
compounds
+ Research synthesis and determine the structure of hybrid compounds
4-aminoquinazoline-triazole-AZT
- Research on carcinogenic activity and inhibition of acetylcholinesterase
enzyme of synthetic compounds.
- Studying protein docking and predicting the pharmacokinetic properties of
some compounds that inhibit the enzyme acetylcholinesterase.
3. New points of the dissertation
- The thesis has successfully designed and synthesized 34 new compounds,
including:
+ 4 new quinazoline derivatives that have changes in position C-4 and C-6
130a-d.
+ 1 new hybrid compound with quinazoline dimer structure 145.
These derivatives may be used to crossbreed with other drugs or active
substances
3
Other properties contain azit –N3 intergroup according to click reaction to
synthesize compounds
new hybrid.
+ 20 new hybrid compounds between quinazoline and phenylazide via
triazole bridge 148-151.
+ 9 new hybrid compounds between quinazoline and AZT via triazole bridge
153-156
- Evaluated the cytotoxic activity of the new compound on three human
cancer cell lines (epithelial, liver, and lung cancer) and acetylcholinesterase
enzyme inhibiting activity. The results showed that 14 compounds were
capable of carcinogenic carcinogenicity, of which 4 compounds exhibited
strong cytotoxic activity with IC50 values <5 µM, 130a, 145, 148d, 149d;
There are 7 compounds with the ability to inhibit the enzyme
acetylcholinesterase, of which 3 compounds exhibit strong AChE inhibiting
activity with IC50 <2.1 µM values of 148a, 149a, 149b.
- Two new hybrid compounds have been synthesized with better IC50 values
than the Ellipticine reference standard: 149d (IC50 = 0.94 μM (HepG2), and
145 (IC50 = 1.53 μM (KB). good inhibition of acetylcholinesterase enzyme:
148a (IC50 = 2.06 µM), 149a (IC50 = 0.23 µM) and 149b (IC50 = 1.10 µM).
- Using docking protein simulation and pharmacodynamic prediction model
to explain and predict the acetylcholinesterase inhibitory activity and the
ability to develop into a new anti-Alzheimer drug of compounds 148a, 149a-
b , 150a-b.
4. Structure of the dissertation
The dissertation consists of 137 pages including:
Introduction: 3 pages.
Chapter 1: Overview 23 pages
4
Chapter 2: Experimental 33 pages.
Chapter 3: Results and discussion 60 pages.
Conclusion, new points, list of works, references: 18 pages
The reference section has 137 documents on the relevant field of the
thesis, updated to 2019.
The appendix includes 70 pages of spectrum types of synthesized
substances.
5. Research methodology
The substances were synthesized according to known modern
organic synthesis methods, improved and applied appropriately in specific
cases. Reaction products were cleaned by column chromatography and
recrystallization. The structure of the product was determined by modern
spectral methods such as IR, HRMS, ESI-MS,
1
H-NMR,
13
C-NMR, HMBC,
HSQC, DEPT. Biological activity was explored according to the method of
Mossman on three cancer cell lines, KB, Hep-G2 and Lu-1.
Protein docking simulation was used to predict the target activity of
synthesized compounds. Inhibiting the activity of acetylcholinesterase
enzyme based on Ellman's photometric method. Docking protein uses ICM-
Pro Molsoft software 3.8-7.
B. CONTENTS OF THE DISSERTATION
CHAPTER 1. LITERATURE REVIEW
This chapter presents the following contents:
- Quinazoline, derivatives and bioactive
- Some methods of synthesizing Quinazoline frame compounds.
- Quinazoline hybrid compound and biological activity
- Protein docking technique and pharmacokinetic parameter prediction.
5
CHAPTER 2. EXPERIMENT
The experiment section consists of 33 pages, detailing the research methods,
synthesis process, refining process, physical properties of received products
such as melting point, shape, color, reaction performance and detailed data
of IR, HRMS,
1
H-NMR,
13
C-NMR, HMBC, HSQC, DEPT.
CHAPTER 3: RESULTS AND DISCUSSION
3.1. Objectives of the dissertation
Diagram 3.1. General strategy of the topic
The general strategy of the project is to design successfully
synthesize a number of new quinazoline derivatives along the imine path and
perform molecular hybridization by click reaction to create quinazoline-
triazole and quinazoline- hybrid compounds triazole-AZT and a
dimerquinazoline hybrid compound. Compounds were selected to evaluate
6
anticancer activity and inhibitory activity of acetylcholinesterase enzyme.
Some well-functioning compounds will be performing docking proteins and
predicting pharmacokinetic properties to find the relationship between
structure and activity and explain the target orientation and predict the ability
to develop into drugs new destination.
3.2. Results of synthesis and structure of some 4-aminoquinazoline
derivatives containing prop-2-yn-1-yloxy substituents at C-6 position
(130)
When looking at studies on the correlation between the structure and
biological activity of quinazoline compounds, it was found that the size and
nature of aniline radicals decide the selective inhibition of enzyme kinase.
The aniline substituents at C-4 quinazoline frame were selected
appropriately to inhibit tyrosine kinase enzyme receptors. Meanwhile, the
hydrophilic group at C-6 position of quinazoline frame improved the
physical properties of pharmacological properties such as solubility. Adding
a substituent such as 3-ethynylalinine to the C-4 site or a propargyl
substituent at the C-6 site may result in a new bioactive quinazoline
derivative and the ability to hybridize with compounds. Other active part.
The derivatives 6 (prop-2-yn-1-yloxy) quinazolin-4-amine 130 were
synthesized from 5-hydroxy-2-nitrobenzaldehyde 124 according to diagram
3.4 and diagram 3.5.
7
Diagram 3.4. Synthesis of intermediate 127
Diagram 3.5. Synthesis of compounds 130a-d
Figure 3. 2. Chemical structure and melting point of 130a-d compounds
There for, from the starting material, 5-hydroxy-2nitrobenzaldehyde has
8
successfully synthesized 4 new quinazoline derivatives that have been
changed at C-6 and C-4 position and capable of hybridizing with active
components other high biology.
3.3. Result of synthesizing and determining the structure of quinazoline dimer
hybrid compound (145)
Derived from the molecule erlotinib and with the goal of creating a
more active dimer hybrid compound, we performed a synthetic design of a
compound containing two 4-aminoquinazoline frames in the molecule via a -
O group. -propylene- at position C-6. This dimer compound contains two
groups of ankyne so it will be the material to perform the "click" reaction.
The compound 6.6 'dimer - (propane-1,3-diylbis (oxygen)) bis (N- (3-
ethynylphenyl) quinazolin-4-amine) 145 is synthesized according to Figure
3.8. Analysis data of IR,
1
H-NMR,
13
C-NMR, MS spectrum of compound
145 were obtained as follows:
IR (KBr), νmax: 3290; 2955; 1625; 1575; 1530; 1506; 1484; 1425;
1367; 1231; 1064; 969; 834; 779 cm-1.
1
H-NMR (DMSO-d6, 500 MHz) δ (ppm): δ 9.65 (1H, s), 8.54 (1H,
s), 8.02 (1H, s), 7.98 (1H, d, J = 2 Hz), 7.92 (1H, dd, J = 5 Hz, J = 1 Hz),
7.75 (1H, d, J = 9.5 Hz), 7.55 (1H, dd, J = 9 Hz, J = 2.5 Hz), 7.41 (1H, t, J =
8 Hz), 7.23 (1H, d, J = 7.5 Hz), 4.42 (2H, t, J = 6 Hz, OCH2), 4.18 (1H, s,
C≡CH), 2.41 (1H, quin, J = 6 Hz, OCH2CH2CH2O).
13
C-NMR (DMSO-d6), 125MHz) (ppm): 156.7, 156.6, 152.2,
145.1, 139.5, 129.5, 128.8, 126.6, 124.9, 124.4, 122.8, 121.7, 115.6, 102.8,
83.4, 80.5, 65.1, 28.6.
9
HRMS-ESI: Found (m/z) 563.2156 [M+H]
+
, Calc. for: C35H26N6O3:
563.2117.
Diagram 3.8. Synthesis quinazoline dimer compound 145
On the high-resolution mass spectrometry HRMS-ESI of compound
145 detected pionic ion peak pic m / z: 563,2156 [M + H]
+
, the calculation
is 563,2117 corresponding to the formula C35H27N6O2
+
. This proves that the
145 synthesized product is a symmetrical structure dimer. Thus, based on
data
1
H-NMR and MS, MS spectroscopy proved the structure of compound
145 is correct.
3.4. Results of synthesis and structure of hybrid compounds
4-aminoquinazoline-triazole
3.4.1. Results of synthesis and structure of hybrid compounds
4-aminoquinazoline-triazole (148-151)
The triazole component has many valuable activities such as anti-
cancer, strong antimicrobial and antifungal, inhibits AChE due to the special
10
structure of the pentacycular aromatic ring with 3 nitrogen atoms with high
dipole moment, easy to join. involved in forming hydrogen bonds and
bipolar interactions with DNA, proteins or cells. The replacement of the
acetylene group at the C-6 branched position in the original quinazoline
molecule by a triazole nucleus can harden the structure of the resulting
molecule, thereby increasing the hydrogen bond between the triazole ring
and the peptide chain of EGFR receptors thus improve the inhibitory activity
of the resulting hybrid compounds. For the above reasons, in this thesis, the
click reaction with copper (I) catalyst is connected to the important 130a-d
alkynequinazoline with nitrophenylazide and trifluoromethylphenylazide to
create 4-anilinoquinazolin-triazole hybrid compounds 148-151 with 70-90%
efficiency. The reaction was conducted at room temperature between
quinazoline 130a-d and 1.1 azide 123 equivalent in CuI catalyst THF (0.2
equivalent) and DIPEA (12 equivalent) for one to two days. according to the
diagram 3.10. The expected structure of 148-151 hybrid compounds was
confirmed by their IR, MS,
1
H-NMR and
13
C-NMR spectral data.
Diagram 3.10. Synthesis of hybrid compounds 148-151
11
Reaction between compound 130c and azide derivatives for different
products. Specifically, the reaction between the compound 130c and 2-nitro-,
3-nitro- and 3-cyano-4-trifluoromethylphenylazide forms a product
containing two triazole 151a, b, d rings, while the reaction between 130c
and 4- nitrophenylazide received only triazole closed product at position C-6
of quinazoline 151c frame. Although various reaction conditions have been
changed such as increasing the azide equivalence, increasing the reaction
temperature to THF reflux boiling point, extending the reaction time ... the
main product received is still a compound. 151c.
3.4.2. Results of synthesis and structure of hybrid quinazoline dimer -
triazole compounds (152)
The synthesized dimer compound exhibits typical cytosine inhibitory
activity typical of the quinazoline class. By combining two separate
pharmacological properties in one molecule, it is possible to expand the
drug's activity spectrum while reducing resistance to resistance in cancer
patients. Therefore, in this experimental part, we have synthesized a number
of hybrid compounds containing two components, quinazoline dimer and
1,2,3-triazole in the same molecule, in search of substances with higher
biological activity. Besides, many studies have shown that both quiazoline
and triazole components can have AChE inhibitory activity. Therefore, the
creation of quinazoline-triazole hybrid compounds in the desire to find new
cholinesterase inhibitors safer with minimal side effects or multi-goal
activity is essential. Hybrid components of dimmer 145 with phenyl azide
123 follow the diagram in 3.12.
12
Diagram 3.12. Synthesis of hybrid compounds 152a-d
The structure of 152d hybrid compound is proved by IR, NMR,
HSQC, HMBC, DEPT spectra.
The expected structure of 152a-f hybrid compounds was similarly
confirmed by their IR,
1
H-NMR and
13
C-NMR spectral data.
Thus, by click reaction, we have successfully synthesized 20 new
compounds with quinazoline-triazole structure (148-151) or quinazoline-
triazole dimer (152) from materials such as quinazoline (130), dimer ( 145)
and phenylazides (123) in the presence of CuI catalyst. Reaction efficiency
of about 55-80%.
3.5. Results of synthesis and structure of hybrid 4-aminoquinazoline
compounds - triazole-AZT (153-156)
13
Phase I studies of the maximum tolerated dose of Zidovudine
intravenously in combination with 5-fluorouracil and Leucovorin in patients
with metastatic colorectal cancer showed significant activity of AZT in
cancer treatment. It is therefore expected to synthesize new quinazoline-
triazole-AZT hybrid compounds by click reaction targeting the potential of
generating cytotoxic agents and adding other interesting biological activities.
We first synthesized hybrid compounds between erlotinib and AZT by
click reaction. The result was compound 143 with 85% efficiency. The
structure of compound 153 is demonstrated by
1
H NMR,
13
C NMR and MS.
Crown ether quinazoline compounds 120a-c have been synthesized and
published by the research team showing high anti-cancer activity in the cell
lines of epithelial, liver and lung cancer. In the interest of finding a more
reactive hybrid compound, we performed the hybridization of quinazoline
120a-c crown ether compound with AZT in THF solvent at room
temperature in the presence of CuI catalyst and base DIPEA receives 154a-c
hybrid compounds with 80-90% efficiency. The structure of 154a-c hybrid
compounds was determined by their
1
H-NMR,
13
C-NMR and MS (ESI)
spectra.
The click reaction between AZT and quinazoline derivatives 130a-c
receives 155a-c hybrid compounds.
The reaction between compound 130d and AZT only receives the
main product which is the triazole ring product at C6 position of quinazoline
155d frame.
14
Diagram 3.15. Synthesis of 154a-c compound
Similarly, the reaction between dimer 145 and AZT only receives
the main product that closes the triazole at one end of the dimer showing the
effect of spatial effect and the large size of the AZT component so only the
product is obtained. major 156.
Thus, by click reaction, combining quinazoline-triazole-AZT components to
create 9 new hybrid compounds from materials such as quinazoline(erlotinib
(119), circular ether) (120), derivatives (130) , dimer (145) and AZT.
Reaction efficiency of about 60-90%.
15
Figure 3.28. Chemical structure and melting temperature of compounds 153-156
3.6. Survey The results of the anti-cancer activity and
acetylcholinesterase inhibitory activity.
3.6. 1. Test results for anti-cancer activity
All four new quinazoline derivatives containing substituents at
positions C-6, C-4 (130a-d) can exhibit toxic activity on at least one cancer
cell line KB and Hep-G2, Lu-1 and two compounds with inhibitory activity
of AChE. The 130d compound shows a strong cytotoxic activity on all three
cancer cell lines, stronger than erlotinib with an IC50 value of 7.48 to 10.06
µM.
16
Table 3.6. Anticancer activity of quinazoline and hybrid compounds
T
T
Compounds
IC50 (KB),
µM
IC50 (HepG2),
µM
IC50 (Lu),
µM
1 130a 62.03 ±2.65 321.25 4.16
2 148a 232 ± 2.05 340 >264
3 148d 3.70 ± 0.8 27.53 ±1.05 15.03±0.9
4 130b 59.72 ± 2.30 220 ± 0.79
5 149a 42.69 ± 3.40 >200
6 149b >200 94.08 ± 1.35
7 149d 19.24 ±0.48 0.94 ± 1.34
9 155b 30.96± 1.28 >200
9 130c >200 142.5 ±1.07 >200
10 130d 7.48± 0.48 9.12 10.06
11 151b 92.32± 1.05 > 204 > 204
12 151d 26.53± 2.18 45.14± 3.48 72.00± 0.78
13 155d 30.45±2.24 53.39±4.23 9.04±0.76
14 145 1.53 11.28
15 152a >128 >128
16 152b >128 >128
17 156 >128 >128
18 154b 124.29±9.68 92.00±5.63 13.40±0.89
19 AZT > 400 > 400 29.94
20 Erlotinib.HCl 49.62 14.17 31.15
21 Ellipticine 1.95 2.72 1.38
17
The quinazoline 145 dimer hybrid compound has a higher cytotoxic
activity than erlortinib, especially its high inhibition with KB epithelial
cancer cell line with IC50 = 1.53 µM, higher than the ellipticine control.
Ethynylaniline substituents at C-4 position 130d and dimer 145 are more
cytotoxic than other substituents. Some of the hybrid compounds have
increased activity compared to the non-hybrid compound such as 148a,
148d, 149d, of which 149d inhibits liver cancer cells best, stronger than the
control with IC50 is 0.94 µM . The 154b and 155d compounds with
quinazoline-tricazole-AZT hybrid structure have relatively good activity on
all 3 cancer cell lines, especially for Lu-1 non-small cell lung cancer with
IC50 value = 9-13 µM, higher than the control substance erlotinib
hydrochloride.
Figure 3.34. Some 4-aminoquinazoline compounds have good activity
18
3.6.2. Test results against Alzheimer's activity
The bioactive test results demonstrate that some hybrid compounds
containing the quinazoline frame and their quinazoline-triazole hybrid
compounds have the ability to inhibit the enzyme AChE (IC50 = 0.2-83.9
µM). These are potential substances to develop into drugs that treat
Alzheimer's disease (AD).
Table 3.7. AChE inhibitory activity of quinazoline-triazole hybrid
compounds
TT Compounds IC50 (AChE) µM
1 148a 2.06 ± 0.19
2 130b 47.73 ± 0.81
3 149a 0.23 ± 0.15
4 149b 1.10 ± 0.27
5 130c 83.90 ± 1.06
6 150a 37.38 ± 2.01
7 150b 15.79 ± 0.18
8 Doneperil 0.12 ± 0.36
Some hybrids exhibit strong inhibitory activity against AChE with
different IC50 values. The data in Table 3.7 show that the best AChEI
activity is obtained from compound 149a (IC50 = 0.23 µM) compared to
donepezil as reference drug (IC50 = 0.12 µM). This 149a compound has
benzylamine connected to the C-4 position of the quinazoline frame and 2-
nitrophenyl connected to 1,2,3-triazole rings. Changing the nitro group to the
meta position resulted in a decrease in the AChEI activity of compound
19
149b with IC50 = 1.10. However, 149c compound with a nitro group in the
parapositionlost AChEI activity (IC50> 200 µM).
Figure 3.38. AChE structure and activity of some compounds
Comparison of the activities of 148a-b, 149a-b and 150a-b hybrid
compounds with quinazoline 130a-c compounds on AChEI activity showed
that the hybrid can greatly increase activity when combining compounds.
fraction 1,2,3-triazole and quinazoline into a single hybrid molecule.
3.6.3. Protein docking results and predictive pharmacokinetic parameters
Some substances show good inhibitory activity against the AChE
enzyme, such as 148a, 149a-b, 150a-b. To find out how it works and how it
binds quinazoline-triazole hybrid compounds to AChE enzyme activity
centers, we have used the docking protein model. Compounds 148a, 149a
and 149b show strong interactions with the Trp86 aromatic side chain of the
choline CAS binding site, while compounds 150a and 150b lack those
stacking interactions. Compared to 149a and 149b, piperazyls in 150a and
20
150b can be associated with residues at PAS more smoothly through a
stacking interaction with Trp286.
Figure 3.37. Conformations of the docked compounds 148a, 149a-b,
and 150a-b in the active site of human AChE.
In addition, quinazoline systems appear to be impotent in 148a, 150a
and 150b when they are linked to Trp286 by many π interactions and H
bonds with Phe295 and / or Ser293 similar to donepezil. On the other hand,
H bonds play an important role in stabilizing 149a and 149b when they
interact strongly with Ser293 and Arg296 of the PAS site via the pyrimidine
ring of quinazoline. All compounds show similar π interactions between
triazoles for Tyr341 and nitro-benzene rings with Tyr337. The connection
point is estimated by ICM pack for 148a, 149a and 149b from -24.71 to -
26.07 kCal / mol similar to donepezil calculation. Meanwhile, the affinity of
150a and 150b is only -16.83 and -17.02 kCal / mol, indicating that the
21
affinity of these compounds for AChE is lower than that of donepezil
(Figure 3.40).
Table 3. Predicted pharmacokinetic properties of synthesized
compounds
Cpd.
Ro
51
Tox.
Rule2
Solubility
3 (mg/ml)
Caco-2
permeability
class4
BBB5
distributio
n
P-gp6
substr
ate
Cytochrome
P4507
148a 1 Low 1.97e-3 High High No 1A2, 3A4
149a 0 Moderate 2.27e-03 Moderate Moderate No 2C9, 2C19,
3A4
149b 0 Moderate 2.25e-03 Moderate Moderate No 2C9, 2C19,
3A4
150a 1 Low 2.26e-02 High High No 2C9, 3A4
150b 1 Low 2.24e-02 High High No 2C9, 3A4
1Number of Lipinski’s Rule of Five violations [104]; 2in vivo toxicological rule of Hughes et al [105];
3intrinsic solubility at 25°C calculated by ESOL equation of Delaney [106]; 4Caco-2 cell permeability
classification using 3Prule [107]: High class if Papp ≥ 16×10
6cm/s, Moderate class if 0.7×10-6 ≤ Papp <
16×10-6cm/s; 5Blood-Brain Barrier distribution classes based on Castillo-Garit et al [108]; 6P-glycoprotein
efflux inhibition state identified via online server [109]; 7metabolisms via CYP
enzymes identified via admetSAR 1.0 approach [110]
Our molecular assembly study showed that compounds 148a and
149a-b are linked to both the catalytic anion (CAS) and peripheral anion
(PAS) sites in the active site of the AChE enzyme. Note that these
compounds may act as double bonding inhibitors. Furthermore, compounds
148a, 149a-b and 150a-b are not cytotoxic and they also show appropriate
physicochemical properties as well as pharmacokinetic profiles to be
developed as anti-AD drug candidates. new.
This result shows that our combined strategy allows us to explore
promising new structures. On the other hand, optimizing structures based on
22
this class of substance to obtain compounds with better biological activity
needs to be further considered for future research.
CONCLUSION
1. Successfully designed 34 compounds containing the new 4-
aminoquinazoline framework. Include:
*4 new 4-aminoquinazoline derivatives contain prop-2-yn-1-yloxy
substituents at C-6 position of 130a-d, the reaction efficiency reaches
60-75%.
*1 quinazoline dimer structure hybrid 145, efficiency reaches 65%
*20 quinazoline-triazole two-component hybrid compounds 148-151,
reaction efficiency of 50-85%
*9 quinazoline-triazole-AZT three-component hybrid compounds, reaction
efficiency reaches 55-75%.
2. Proved the structure of 34 synthetic compounds by modern
spectroscopicmethods such as infrared (IR), nuclear magnetic
resonance spectroscopy (1HNMR, 13C-NMR, HMBC, HSQC) and
mass spectrometry high resolution (HRMS).
3. Tried the cytotoxic activity of new lines of hybrid compounds 130, 148
151, 153-156 on three human cancer cell lines, KB cell (epithelial
cancer) and HepG2 cell ( liver cancer) and lung cancer cells (Lu-1).
Some compounds 130a-c and 148-150 were tested for the enzyme
inhibiting activity of acetylcholinesterase. Results showed that many 4-
aminoquinazoline and hybrid compounds have very good anticancer
activity, especially 149d compounds (IC50= 0.94 μM (HepG2) and 145
(IC50 = 1.53 μM (KB) with IC50 value lower than the ellipticine standard
23
in simultaneous testing Some hybrid compounds have the ability to
inhibit the enzyme acetylcholinesterase: 148a (IC50 = 2.06 µM), 149a
(IC50 = 0.23 µM) or 149b (IC50 =1.10 µM).
4. Using docking protein simulation and pharmacodynamic prediction
model to predict the target activity of compounds 148a, 149a-b, 150a-
b, contribu
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