Optimization of yield in the synthesis of 2-Chloroquinoline- 3-carbaldehyde by box - hunter designed experiments via the vilsmeier - haack reaction
For confidence level of 95%, (1) was fitting to the experimental data because
F = 2.78 < F0.95(8;5) = 4.9.
Thepattern in figure 1 showed the temperature was the greatest contribution for yield
of QCl preparation in comparison with others (Figure 1). This can be interpreted due to
increase of successful collision among reactant molecules in an environment which had a
high vicosity with a three-fold excessive amount of P compared to the amount of D. In
cases of other factors, those coefficents for two kinds of variables were nearly the same.
The excess of P and the prolonged time aimed at completing reaction to get efficient yield.
Therefore, the yield expected to reach the highest values at approximately 80% in
conditions that the molar number of P was 140 mmoles, the reaction mixture was refluxed
in boiling waterpaths for 14 hours. The amount of P was more than that in [5] because the
electron density in A molecule was less than that in m-methoxyacetanilde due to lack of
induced effect of methoxy group. Besides, [5] did not studied the effect of T and t to
theyield of reaction. In fact, when QCl was produced in this condition, the yield was in
range of 70 - 75% that is approximately near to the optimization point because of some
errors from recrystallization of raw product and analytical equipment.
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HNUE JOURNAL OF SCIENCE DOI: 10.18173/2354-1059.2017-0055
Chemical and Biological Science 2017, Vol. 62, Issue 10, pp. 60-65
This paper is available online at
OPTIMIZATION OF YIELD IN THE SYNTHESIS OF 2-CHLOROQUINOLINE-
3-CARBALDEHYDE BY BOX - HUNTER DESIGNED EXPERIMENTS
VIA THE VILSMEIER - HAACK REACTION
Duong Ba Vu
Faculty of Chemistry, Ho Chi Minh City University of Education
Abstract. 2-chloroquinoline-3-carbaldehyde (QCl) is one of key organic compounds
for synthesizing numerous products which possess biological potential. According to
Vilsmeier - Haack, QCl was prepared by refluxing a mixture of acetanilide (A) and
phosphoryl chloride (P) in N,N-dimethylformamide (D). The yield of this reaction
was optimized by Box - Hunter model as a Central Composite (Response Surface)
Design for three factors: the molar ratio of A : P : D was 1 : 14 : 3; the temperature
of waterpaths for heating refluxed system reached at around 100
o
C and the reaction
time lasted about 14 hours. In this condition, the optimized yield of QCl synthesis
was predicted to be approximately 80.0% in comparison with the actual one of 77.0%.
Keywords: Quinoline, least squares, Box - Hunter design, reponse surface design,
central composite design.
1. Introduction
It is widely considerable that chloro- and carbaldehyde functions are two active sides
of a 2-chloroquinoline-3-carbaldehyde (QCl) molecule as a highly activecompound [1].
The former group is vulnerable to leave by substitution reaction and the latter is also easy
to be oxidated to carboxylic acids or be condensed with hydrazine, hydrazide,
(thio)semicarbazide analogues. Those resulted in products possessing numerous
interesting biological properties such as antifungal, antibacterial, and antiprotozoic,
antineoplastics as well as antitumour [1-5]. Therefore, QCl is a center compound for
many organic syntheses of heterocylic derivatives.
Although there are currently many ways to obtain QCl, the Vilsmeier - Haack
reaction is the popular process in almost researches. According to this method, a mixture
of acetanilide (A) and phosphoryl chloride (P) in N,N-dimethylformamide (D) is refluxed
inhot waterpaths for specific time [1, 5]. In fact, many factors, for instance, the kind of
reactants, the timeand temperature of reaction, even ratios of the agents, are recognized to
Received October 22, 2017. Revised November 16, 2017. Accepted November 23, 2017.
Contact Duong Ba Vu, e-mail address: vudb@hcmup.edu.vn
Optimization of yield in the synthesis of 2-chloroquinoline-3-carbaldehyde
61
affect the yield of QCl synthesis. In our range of knowledge, there are no any reports
associated with optimization in yield of this reaction. In 2005, Ambika Srivastava and his
partner used the one-factor-at-a-time (OFAT) experiments to investigate whether the
number of mole of P influenced the objective funtion in the fact that other conditions
were kept fixed [5]. However, this process exited lots of disadvantages preventing for
researchers to have a comprehensive vision of this reaction. Nowadays mathematic
techniques have supported many new methods - designed experiments (DE) to tackle this
problem. DE is a effective way to assess impacts of two or more factors on a response. In
comparison with OFAT, DE requires less the number of experiments to get observations
to estimate effect results in reduced variability. DE also provides the information about
the interaction between factors. Therefore, the prediction of response is improved in entire
factor space. This surface response methodology was applied in Vietnam for many fields
such as inorganic materials, biochemical production, extraction of organic compounds
from natural products and barely in organic synthesis [6-10].
For all upward sides, in this paper, the yield of QCl synthesis is a response
function optimized by Box - Hunter design in variety of three factors: the molar
number (n, mmoles) of P; the temperature (T,
o
C) of waterpaths for heating refluxed
system and the reaction time (t, hours).
2. Content
2.1. Experiments
* Chemicals
Acetanilide C6H5NHCOCH3 (98.0% purity) and phosphoryl chloride POCl3,
d=0,945g/mL (99.0%) were purchased from Merck, Germany.N,N-dimethylformamide
HCON(CH3)2, DMF, d = 1.68g/mL (99.5%), glacial acetic acid CH3COOH (98.0%),
sodium azide NaN3 (99.0%), ethyl acetate CH3COOC2H5 and diethyl ether (C2H5)2O were
produced from Xilong Company, China.
* Statistical experimental design method
Table 1. The limited levels of three-factors response surface design
Variables
Levels
Difference
+1.682 +1 0 -1 -1.682
x1 100 95 90 85 80 5
x2 18.73 16 12 8 5.27 4
x3 187.3 160 120 80 572 40
The Box-Hunter surface response design was applied to figure out the optimizing
point of target function y with three variables presented in Table 1 and Table 2. The data
all were analysed to conform the surface response graph by Mode 5.0 software. The
factors (T, t, n and the yield) were coded by x1, x2, x3and y respectively. Table 1
represented their limited levels. All center points in this investigation for three factors
were chosen based on the one-factor-at-a-time experiments of [6]. By using waterpath for
QCl synthesis, the target compound started to be formed at 85
o
C for over 12 hours [6].
Duong Ba Vu
62
It was not cyclic addition when the agent mixture was refluxed at above 100
o
C for a long
time. In case of high temperature (>100
o
C), flamable reduction-oxidation reaction may
take place dangerously.
* Investigation in the impact of R, T, t by Box - Hunter design
QCl was also prepared by the process described in [5] where 10 mmoles of A and 30
mmoles of D were fixed during 20 runs. This is designed to estimate the second order
regression modelling. The details of each run were tabulated in Table 1. The effect of T
was studied in the range of 85 - 100
o
C. The effect of t was investigated from 8 hours to 16
hours. The effect of the last variable, n, was observed from 5.72 mmoles to 187.3 mmoles.
The raw production was recrystallized from ethylacetate. Then, the needle yellow
substance was dried at the room temperature for 4 hours before its weigh was scaled three
times and was determined its range of boiling temperature. That of QCl is about 143 -
145
o
C. Next came to qualitative experiments for each production to check the chemical
properties of NoQCl. The white precipitation appeared when QCl reacted to NaN3 in
DMF/CH3COOH.
Table 2. Variables were varied in QCl synthesis
No. T t n (volume of P)
The weigh of pure QCl
(grams)
The yield
(%)
1 85 8 80 (7.3 mL) 0.20 10.47
2 95 8 80 (7.3 mL) 0.77 40.48
3 85 16 80 (7.3 mL) 0.33 17.02
4 95 16 80 (7.3 mL) 1.08 56.34
5 85 8 160 (14.6 mL) 0.48 25.13
6 95 8 160 (14.6 mL) 1.12 58.59
7 85 16 160 (14.6 mL) 0.83 43.46
8 95 16 160 (14.6 mL) 1.54 80.42
9 80 12 120 (11.0 mL) 0.74 38.69
10 100 12 120 (11.0 mL) 1.38 71.99
11 90 5.27 120 (11.0 mL) 0.51 26.60
12 90 18.73 120 (11.0 mL) 1.09 57.17
13 90 12 5.72 (5.2 mL) 0.28 14.87
14 90 12 187.3 (17.2 mL) 1.21 63.56
15 90 12 120 (11.0 mL) 1.32 69.11
16 90 12 120 (11.0 mL) 1.29 67.70
17 90 12 120 (11.0 mL) 1.16 60.68
18 90 12 120 (11.0 mL) 1.33 69.79
19 90 12 120 (11.0 mL) 1.19 62.56
20 90 12 120 (11.0 mL) 1.20 62.67
Optimization of yield in the synthesis of 2-chloroquinoline-3-carbaldehyde
63
N
H
O
POCl3/ t0
N
CHO
Cl
QCl
DMF
Scheme 1. Synthetic equation of QCl
2.2. Results and discussion
Table 3. The matrices of 20 runs
No. xo x1 x2 x3 x1x2 x1x3 x2x3 x1
2
x2
2
x3
2
y
(1) (2) (3) (4) (5) (6) (7) (8) (9) (10) (11) (12)
1 + - - - + + + + + + 10.47
2 + + - - - - + + + + 40.48
3 + - + - - + - + + + 17.02
4 + + + - + - - + + + 56.34
5 + - - + + - - + + + 25.13
6 + + - + - + - + + + 58.59
7 + - + + - - + + + + 43.46
8 + + + + + + + + + + 80.42
9 + -1.682 0 0 0 0 0 2.828 0 0 38.69
10 + +1.682 0 0 0 0 0 2.828 0 0 71.99
11 + 0 -1.682 0 0 0 0 0 2.828 0 26.60
12 + 0 +1.682 0 0 0 0 0 2.828 0 57.17
13 + 0 0 -1.682 0 0 0 0 0 2.828 14.87
14 + 0 0 +1.682 0 0 0 0 0 2.828 63.56
15 + 0 0 0 0 0 0 0 0 0 69.11
16 + 0 0 0 0 0 0 0 0 0 67.70
17 + 0 0 0 0 0 0 0 0 0 60.68
18 + 0 0 0 0 0 0 0 0 0 69.79
19 + 0 0 0 0 0 0 0 0 0 62.56
20 + 0 0 0 0 0 0 0 0 0 62.67
By least square method, the regession equation, y, was constructed as a function of x1,
x2 and x3:
2 2 2
1 22 3 1 365.52 14.33 8.35 12.09 4.15 8.91 9.85y x x x x x x
(1)
Duong Ba Vu
64
For confidence level of 95%, (1) was fitting to the experimental data because
F = 2.78 < F0.95(8;5) = 4.9.
Thepattern in figure 1 showed the temperature was the greatest contribution for yield
of QCl preparation in comparison with others (Figure 1). This can be interpreted due to
increase of successful collision among reactant molecules in an environment which had a
high vicosity with a three-fold excessive amount of P compared to the amount of D. In
cases of other factors, those coefficents for two kinds of variables were nearly the same.
The excess of P and the prolonged time aimed at completing reaction to get efficient yield.
Figure 1. The effect of T at three points
In next step, equation (1) was differentiated by three variables to get a system of
three linear equations. Solving this kind of system involved the optimal point.
1
1
1
2 2
2 2
2
3
3
3
9014.33 8.30x 0
1.73x 98.65 1005
13.88 1412
8.35 17.82x 0 0.47
x 4 140
120 83.56%0.61
12.09 19.70x 0 40
x
o
y
T
x
T C
t hoursy t
x
n m moles
n H yy x
Therefore, the yield expected to reach the highest values at approximately 80% in
conditions that the molar number of P was 140 mmoles, the reaction mixture was refluxed
in boiling waterpaths for 14 hours. The amount of P was more than that in [5] because the
electron density in A molecule was less than that in m-methoxyacetanilde due to lack of
induced effect of methoxy group. Besides, [5] did not studied the effect of T and t to
theyield of reaction. In fact, when QCl was produced in this condition, the yield was in
range of 70 - 75% that is approximately near to the optimization point because of some
errors from recrystallization of raw product and analytical equipment.
Optimization of yield in the synthesis of 2-chloroquinoline-3-carbaldehyde
65
3. Conclusion
The Box - Hunter model provided that the yield of QCl synthesis can get about 80%
in case of that the molar ratio of A : P : D was 1 : 14 : 3; the temperature of waterpaths
for heating refluxed system reached at around 100
o
C and the reaction time lasted about 14
hours. This is also an important result for next steps in synthesis of antitụmor ligands and
desirable complexes.
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