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Functional Structure/Activity Relationships
Structure and Activity of the Camellia Oleifera Sapogenin Derivatives on Growth and Biofilm Inhibition of Staphylococcus aureus and Escherichia coli Chunfang Zhu, Meng Zhang, Qiaoling Tang, Qian Yang, Jing Li, Xuan He, and Yong Ye J. Agric. Food Chem., Just Accepted Manuscript • DOI: 10.1021/acs.jafc.9b03577 • Publication Date (Web): 30 Aug 2019 Downloaded from pubs.acs.org on August 30, 2019
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Journal of Agricultural and Food Chemistry
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Structure and Activity of the Camellia Oleifera Sapogenin Derivatives on
2
Growth and Biofilm Inhibition of Staphylococcus aureus and Escherichia
3
coli
4
Chunfang Zhu1, Meng Zhang1, Qiaoling Tang1, Qian Yang1, Jing Li1*, Xuan
5
He2, Yong Ye1,2*
6
1 Department
7
Chemical Engineering, South China University of Technology, Guangzhou
8
510640, P R China
9
2
10
of Pharmaceutical Engineering, School of Chemistry and
Gannan Medical University Collaborative Innovation Center for Gannan
Oil-tea Camellia Industrial Development, Ganzhou 341000, P R China
11 12 13
Short title:
14
Antibacterial effects of the sapogenin derivatives
15 16
* Correspondence author:
17
Yong Ye, Jing Li
18
Department of Pharmaceutical Engineering, School of Chemistry and
19
Chemical Engineering, South China University of Technology, Guangzhou
20
510640, China
21
Tel: +86-20-87110234
22
Email:
[email protected],
[email protected] 1
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ABSTRACT: Sapogenin is the main block of Camellia oleifera saponin, which
24
was purified and structurally modified by C28 acylation reaction to synthesize
25
19 new derivatives. The growth and biofilm inhibition of Staphylococcus aureus
26
and Escherichia coli was measured to evaluate their antibacterial effects.
27
Three-dimensional quantitative structure-activity relationship (3D-QSAR)
28
assay indicated that the antibacterial activities were significantly enhanced
29
after the sapogenin was modified with aromatic ring or heterocyclic ring and
30
electron-withdrawing substituents at the meta or para position. Among them
31
the derivative of sapogenin with 2-mercapto-4-methyl -5-thiazolyl acetyl group
32
obviously destroyed bacterial biofilm and made bacteria lysis. 3D-QSAR
33
provides practical information for structural design of sapogenin derivatives
34
with strong antibacterial activity, and the Camellia oleifera sapogenin
35
derivative
36
tetrahydroxy- oleantel- 2-Ene- 23-aldehyde (S-16) is an effective candidate of
37
antibacterial agent for prevention of bacterial resistance against antibiotics.
28-O-(2-mercapto-4-methyl-5-thiazolyl)-
3β,16α,21β,22α-O-
38 39
KEYWORDS: sapogenin, derivative, Camellia oleifera, antibiofilm effect,
40
3D-QSAR assay, bacterial resistance
41 42 43 44
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INTRODUCTION
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Antibiotics play important roles in the therapy of pathogenic microorganism
47
infection for a long time. However, due to abuse of antibiotics, the constant
48
increase of drug-resistant bacteria has become great threats to animals and
49
human being as well as severe challenges to therapy.1,2 It is meaningful to
50
develop alternative new antibacterial agents without resistance. Recent
51
researches focus on natural products because of their complex structure and
52
multiple targeting mechanisms,3-5 which can be exploited as antibiotic
53
substitutes with a lower propensity of bacterial resistance.
54
The saponin isolated from the seeds of Camellia oleifera Abel, has a wide
55
range of pharmacological activities, such as antibacterial, anti-inflammatory,
56
analgesic, insecticidal, anticancer, inhibition of alcohol absorption, lowering
57
blood lipids and so on,6,7 indicating its multi-targeting roles. As a by-product or
58
waste of oil manufacture, Camellia saponin has become an abundant, cheap
59
resource in China, and made it possible to be extracted as an antibiotic
60
substitute or drug candidate. Our previous research has found that the
61
Camellia saponin has less bacterial resistance.8 However, its effects and
62
qualities are unstable because of inconsistent structures even in the same
63
variety. In order to acquire the uniform structure of compounds we hydrolyzed
64
the saponin, and separated the main block called sapogenin from it.9 We have
65
also found that the sapogenin is the main active compound, but its activity
66
against Gram-negative bacteria is still low.8 It is possible to improve its activity
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by structural modification.
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The sapogenin is a multi-hydroxyl structure (Figure 1), including secondary
69
hydroxyl group at C3, C16, C21, C22 and primary hydroxyl group C28 which is
70
active to be modified. The acylation reaction can improve the antimicrobial
71
activity of compounds.10 Therefore, we modified the structure of Camellia
72
oleifera sapogenin by C28 acylation reaction to synthesize a series of new
73
Camellia oleifera sapogenin derivatives, and tested their antibacterial and
74
antibiofilm activities on Staphylococcus aureus and Escherichia coli in order to
75
reveal the structure-activity relationship between sapogenin derivatives and
76
antibiofilm and find out useful antibacterial agents.
77
MATERIALS AND METHODS
78
Materials. The defatted seeds of Camellia oleifera were collected from The
79
Oil Factory in Meizhou of Guangdong province, China. The saponin was
80
isolated from the defatted seeds with methanol, and purified with macroporous
81
resin and successively hydrolyzed by acid and alkaline to obtain Camellia
82
oleifera
83
4-dimethylaminopyridine
84
3-ethylcarbodiinide hydrochloride (EDC·HCl) and Mueller-Hinton broth were
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purchased from Shanghai Aladdin Biological Chemical Company (Shanghai,
86
China). Reagents for structural modification such as acetic anhydride,
87
chloroacetyl chloride, trifluoroacetic anhydride, maleic anhydride, benzoyl
88
chloride, m-chlorobenzyl chloride, m-fluorobenzyl chloride, m-bromobenzyl
sapogenin
in
our
research.9
previous
(DMAP),
Amoxicillin,
1-(3-dimethylaminopropyl)-
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chloride, m-methyl benzoyl chloride, 4-nitrobenzoyl chloride, 4-methoxy
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benzoyl chloride, 2-thiophene formyl chloride, 2-furan formyl chloride, salicylic
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acid,
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2-mercapto-4-methyl-5-thiazole acetic acid,
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chloride,
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N,N-dimethylformamide (DMF), triethylamine (TEA) and other solvents were
95
purchased from Energy Chemical Company (Shanghai, China). All reagents
96
were of analytical without further purification.
5-bromosalicylic
acid,
tetrachloro
triphenylchloromethane
phthalic
anhydride,
p-acetylaminobenzenesulfonyl
(TrCl),
phthalic
anhydride,
97
Bacterial strains and culture. The control strains of Staphylococcus
98
aureus (ATCC 29213) and Escherichia coli (ATCC 25922) were purchased
99
from Guangdong Microbiology Culture Center (Guangdong, China). All
100
bacterial strains were activated, and cultured at 37ºC in MH broth. Drug
101
resistant E. coli and S. aureus strains were induced by amoxicillin according to
102
the reference.11
103
Synthesis of sapogenin derivatives. The synthetic route of Camellia
104
oleifera sapogenin derivatives was illustrated in Figure 2. Firstly, Camellia
105
oleifera sapogenin was dissolved in pyridine with its C28 primary hydroxyl
106
group protected by TrCl. Secondly, acetic acid anhydride was added to protect
107
C3, C6, C21 and C22 secondary hydroxyl groups in the condition of DMF as the
108
solvent, and TEA as the catalyst. Thirdly, formic acid was added to remove the
109
tritylmethyl group so that C28 hydroxyl group is exposed to react with a series
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of acylation reagents by using DMAP as a catalyst.12 At last, the acetyl
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protecting groups of the secondary hydroxyl group were removed by acyl
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chloride,13 and Camellia oleifera sapogenin derivatives were collected from
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silica gel column chromatography with elution of petroleum ether/ethyl
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acetate/acetic acid at volume ratio of 20/10/1. The detailed procedures for
115
intermediates 1a−3a and Camellia sapogenin derivatives are available in the
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Supporting Information.
117
Structural Analysis. IR spectra were measured on VERTEX 70 FI-IR
118
spectrometer (Bruker Company, Germany) with KBr tablets from 4000 to 400
119
cm-1 with resolution 2 cm-1. Mass spectra were recorded on Bruker maXis
120
Mass spectrometer with ESI (Bruker Company, Germany) in m/z of cation
121
model scanning from 150 -1200 for 60 min. NMR spectra were determined on
122
400 MHz AM NMR (Bruker Company, Switzerland) in C2D6SO operating at
123
101 MHz for 13C NMR and 400 MHz for 1H NMR.
124
Structure-activity relationship. Comparative molecular force analysis
125
(CoMFA)
was
used
to
analyze
the
three-dimensional
126
structure-activity relationship (3D-QSAR) of Camellia oleifera sapogenin and
127
its derivatives.14 Twenty compounds were divided into a training set and a test
128
set, and molecular structures were optimized by Tripos force field and
129
Gasteiger-Huckel charge with the most active derivative as a template for
130
molecular superposition. The QSAR equation was obtained by partial least
131
square method (PLS) with a negative logarithm of 50% inhibition concentration
132
(pMIC50) as the dependent variable and molecular stereoscopic field energy or
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electrostatic field energy as the independent variable. The optimum principal
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component value and cross validation coefficient q2 were determined by
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Leave-One-Out (LOO) method, and the correlation coefficient (r2), standard
136
deviation (s) and F value of 3D-QSAR model were obtained by
137
non-cross-validation method.
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Bacteria growth inhibition and biofilm inhibition assay. The antibacterial
139
activity of Camellia oleifera sapogenin and its derivatives against S. aureus
140
and E. coli was tested using the microbroth dilution method.15 The bacteria
141
were diluted to 5×105 CFU/mL by sterile MH broth. The sapogenin derivatives
142
were dissolved respectively in DMSO to make 128 mg/mL solution, and diluted
143
by MH liquid medium (Contains 1% Tween 80) to make the series of final
144
concentrations at 2560, 1280, 640, 320, 160, 80, 40, 20, 10 and 5 μg/mL. A
145
similar method was used to dilute amoxicillin.
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Sapogenin derivatives diluents (100 μL) and amoxicillin diluents (100 μL)
147
were sequentially added into the 96 well plates, which were inoculated with
148
100 μL tested bacteria (5×105 CFU/mL) in each well. Amoxicillin was used as a
149
positive control, and sterile MH broth, DMSO (1%, v/v) and Tween 80 (0.05%,
150
v/v) acted as negative controls. 96 well plates were incubated at 37°C for 24 h.
151
The optical density value at wavelength of 600 nm (OD600) were measured by
152
CYTATION5 micro-plate spectrometer (BioTeck Company, America) and
153
bacterial growth inhibition rate was calculated as follow. The minimum
154
inhibitory concentration on 50% bacterial strains was calculated as MIC50.
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Negative OD600 Drug OD600 100% Negative OD600
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Bacterial growth inhibition rate(%)
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50 μL of negative control group suspensions were coated on Muller Hinton
157
agar evenly and cultivated at 37°C for 24 h. Bacterial colonies in the plates
158
were counted to calculate the number of bacteria in the corresponding wells.
159
Minimum
160
concentration of drug required to kill more than 99.99% of the tested strains
161
according to the CLSI standard.16,17
bactericidal
concentration
(MBC)
indicates
the
minimum
162
Bacterial biofilm experiments were carried out by crystal violet staining.18,19
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After culture medium was removed from 96 well plates and washed 3 times
164
with PBS (0.1 M, pH=7.4), 0.1% crystal violet solution (100 μL) was added in
165
each well to dye the biofilm. 15 min later, the solution was aspirated. All wells
166
were washed 3 times with PBS (0.1 M, pH=7.4), and then 33% glacial acetic
167
acid solution (100 μL) was added to extract crystal violet from the biofilm. The
168
absorbance in 570 nm (OD570) was measured to calculate the biofilm inhibition
169
rate. The minimum concentration of drug required to inhibit biofilm formation by
170
50% of the tested strains was calculated as MBIC50. Negative OD570 Drug OD570 100% Negative OD570
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Biofilm inhibition rate(%)
172
Bacterial morphology observation. Transmission electron microscopy
173
was used to observe the morphology of S. aureus and E. coli. In short,
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Bacteria were treated with 1× MBIC and 2 × MICs Camellia oleifera sapogenin
175
derivatives and washed with phosphate buffer saline (PBS) for three times.
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Then the samples were fixed with 2.5% glutaraldehyde for 12 h at 4°C and
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rinsed twice with phosphate buffer saline (PBS) and further fixed with 1%
178
osmium tetroxide for 12 h, then dehydrated with a graded ethanol. The
179
obtained bacteria were embedded in a mixture of Spurr resin and acetone (v:
180
v=3:1) for 12 h, sectioned, stained with uranyl acetate and imaged under
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JEM-1400 Plus transmission electron microscopy (Japan Electron Optics
182
Laboratory Co Ltd, Tokyo, Japan).
183
Biofilm integrity assay. The bacteria were respectively diluted to 2.3×108
184
CFU/mL, and added with Camellia oleifera sapogenin derivatives (1× MBIC, 2
185
× MICs, 4 × MICs,100 μL) or amoxicillin (1 mM,100 μL), and then 10 μL of
186
SYTOX GREEN dye (5 μM) was added and incubated at 37°C for 1 h. 10 μL of
187
each bacterial solution was transferred to a slide and observed under an IX83
188
inverted fluorescence microscope (Japan Olympus co., Ltd., Tokyo, Japan) at
189
420-485 nm of excitation wavelength. Fluorescent dots could be found if the
190
biofilm integrity is damaged.20
191
Interaction with Bacterial Mannitol -1-phosphate dehydrogenase.
192
Bacterial mannitol -1-phosphate dehydrogenase (M1PDH) is an important
193
factor in inducing bacterial resistance.21 The interaction between the
194
sapogenin or its derivatives and M1PDH was investigated by the protocol of
195
semi-flexible docking (CDOCKER) in Discovery Studio V3.0.8 Structural data of
196
M1PDH were downloaded from Protein Data Bank. After removing water
197
molecules and adding amino acid residues, hydrogen and force field to it, the 9
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protein was defined as the receptor, the sapogenin and its derivatives
199
molecules were defined as ligands. CHARMm force field was applied to
200
ensure correct bond length, bond angle in a state of energy stability. Running
201
the program to obtain CDOCKER energy and CDOCKER interaction energy
202
which are two important parameters to analyze the affinity and action force
203
between the receptor and ligand.6
204
Activity of mannitol -1-phosphate dehydrogenase in bacterial biofilm.
205
The sapogenin, its derivatives and amoxicillin were diluted to final drug
206
concentration at 1000, 500, 250, 100, 50, 20, 10, 5 and 1 μM for 48 h bacteria
207
culture, the biofilm was homogenized in 500 μL of 50 mM phosphate buffer (pH
208
5.5), 10 μL of the supernatant was taken for enzyme activity determination.
209
The activity of bacterial mannitol -1-phosphate dehydrogenase (M1PDH) was
210
determined from the decrease in NADH by measuring the absorbance of
211
NADH at 340 nm.8 The reaction mixture contained sodium phosphate buffer
212
(200 mM, pH 5.5, 50 μL), NADH (2 mM, 50 μL), water (50 μL) and bacterial
213
biofilm extract (10 μL) . The mixture was maintained at 32°C for 2 min, and the
214
reaction was started by adding 40 μL of 1 M fructose and lasted for 5 min. The
215
absorbance at 340 nm was detected by UV-3010 spectrometer (Hitachi
216
Company, Japan).
217
Statistical Analysis. Data were expressed as mean ± standard deviation
218
( x s ), and analyzed with SPSS17.0 software. Significant tests among the
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groups were based on one-way ANOVA and Student-Newman-Keuls (SNK)
220
test.
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RESULTS AND DISCUSSION
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Structure of the sapogenin derivatives. The purified sapogenin is
223
amorphous powder with a purity of 91.62% by HP1100 HPLC (Agilent
224
Company, USA) in the following operating conditions: column: Hypersil ODS
225
(250 × 4.6 mm, 5 μm); flow phase: methanol/water (80/20); injection volume:
226
10 μL; flow rate: 1 mL/min; temperature: 25°C; wavelength: 218 nm. IR spectra,
227
1H
228
formula C30H48O5, which is consistent with our former literature.9
NHR and
13C
NMR data showed that it had a sapogenin structure with
229
19 derivatives of sapogenin were synthesized with different substituent
230
groups in C28 position, and their yields are listed in Table 1. All products were
231
measured by IR, MS, 1H-NMR and 13C-NMR to confirm their structures.
232
Synthetic methods of Camellia sapogenin derivative S-(1-19) and the key
233
intermediates,1H NMR and
13C
234
sapogenin derivative S-(1-19) (C2D6SO as solvent) were shown in supporting
235
information file, which is available online.
NMR spectrum for sapogenin and Camellia
236
Antibacterial and anti-biofilm activity. With the solvents as a negative
237
control, the bacterial growth inhibition rate (MIC50), the minimum bactericidal
238
concentration (MBC) and the bacterial biofilm growth inhibition rate (MBIC50) of
239
the sapogenin and its derivatives (S-1 to S-19) against S. aureus and E. coli
240
were calculated to evaluate the effect of C28 hydroxyl modification of the
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sapogenin on antibacterial activity (Table 2). The results showed that
242
amoxicillin had no inhibition on bacterial growth and biofilm formation of S.
243
aureus and E. coli, suggesting bacterial resistant against amoxicillin.
244
Compared with the saponin and the sapogenin, antibacterial activity of the
245
sapogenin derivatives was significantly improved, especially the activity of
246
aromatic ring or heterocyclic ring and electron-withdrawing group modified
247
derivatives. It may be attributed to the structural change of the sapogenin and
248
its derivatives easily binding to the bacterial membranes, and taking effects
249
significantly.8,22
250
28-O-(2-mercapto-4-methyl-5-thiazolyl)-
251
oleantel- 2-Ene- 23-aldehyde (S-16) had the most powerful antibacterial and
252
antibiofilm activities, which is about three hundred times stronger than the
253
sapogenin. Its mechanism deserves further investigation.
Among
them
the
sapogenin
3β,16α,21β,22α-O-
derivative tetrahydroxy-
254
Structure-activity relationship. The parameters of the CoMFA model were
255
shown in Table 3. If the cross-validation coefficient q2>0.5 and the
256
non-cross-validation regression coefficient r2>0.8, then the obtained model has
257
reliable predictive ability.14 Therefore, a good predictive CoMFA model with the
258
cross-validation coefficient q2=0.556 and the non-cross-validation regression
259
coefficient r2=0.982 was established in this experiment. The model was used
260
to predict the biological activity of the training set and the test set compound
261
(Figure 3), the correlation between the predicted value and the experimental
262
value of the model reached 0.914 (p2202.42
373.38±7.23
719.40±8.41
>2202.42
768.44±17.89
S-3
459.80±7.59
>2130.85
377.81±2.41
553.52±7.92
>2130.85
504.74±8.99
S-4
476.15±6.06
>2123.60
439.73±10.04
650.85±8.10
>2123.60
662.96±2.65
S-5
131.23±2.18
525.62
124.42±6.99
322.77±4.24
2102.50
302.07±7.39
S-6
20.33±2.69
248.74
21.63±1.75
33.05±0.36
497.47
29.55±0.08
S-7
18.29±1.53
255.27
17.60±0.26
32.95±1.01
510.58
31.05±0.51
S-8
89.60±2.30
465.32
55.50±3.98
95.36±1.53
465.32
97.56±1.46
S-9
126.76±2.44
513.78
109.84±3.56
277.60±3.89
2055.14
269.09±3.37
S-10
53.07±2.02
244.72
41.30±1.79
70.69±1.79
489.45
72.36±1.18
S-11
89.79±0.97
500.92
78.69±2.22
142.64±2.19
500.92
131.83±1.26
S-12
11.36±0.68
65.06
8.24±0.15
17.71±1.24
130.12
16.34±1.08
S-13
120.82±3.27
2137.75
97.64±4.26
79.38±1.47
534.44
76.15±1.18
S-14
39.49±2.82
510.51
39.60±0.77
80.04±1.99
510.51
74.26±3.97
S-15
31.66±1.23
113.36
30.57±0.06
63.04±2.03
113.36
61.70±3.54
S-16
3.99±0.96
59.18
3.52±0.13
26.75±1.79
236.78
26.36±0.18
S-17
92.16±2.42
245.09
83.07±1.73
75.83±3.55
245.09
105.95±1.03
S-18
53.06±0.82
202.38
39.92±0.39
36.95±1.45
202.38
30.48±2.03
S-19
43.01±3.05
484.94
38.76±0.99
102.41±1.45
484.94
89.58±0.82
a
490
Notes:
MIC50 indicates the minimum inhibitory concentration of the drug
491
required to inhibit the growth of 50% of the tested strain. 25
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b
493
99.99% of the tested strains.
494
c
495
formation by 50% of the tested strains. All data show significant differences
496
between treatments (p<0.05) and are expressed as mean ± SD (n=3).
MBC indicates the minimum concentration of drug required to kill more than
MBIC50 indicates the minimum concentration of drug required to inhibit biofilm
497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513
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Table 3. Statistical parameters of the CoMFA model Contribution(%)
515
Model
q2
r2
S
F
Steric
electrostatic
COMFA
0.556
0.982
0.14
47.527
69.6
30.4
CoMFA, comparative molecular force analysis.
516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 27
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Table 4. Binding energy of M1PDH with the sapogenin derivatives (mean ± SD,
535
n=5, kcal/moL) Compound
-Cdocker
-Cdocker
Compound
-Cdocker
-Cdocker
energy
interaction energy
energy
interaction energy
sapogenin
-83.61±5.58a
37.48±3.34b
S-10
-100.18±1.42a
52.02±2.20b
S-1
-89.62±3.54a
39.1±3.67b
S-11
-99.42±5.65a
61.24±4.63b
S-2
-81.55±2.89a
35.3±2.58b
S-12
-114.37±4.13a
43.33±2.86b
S-3
-89.7±1.52a
36.9±1.76b
S-13
-87.37±2.18a
52.38±1.87b
S-4
-96.02±4.25a
49.04±4.70b
S-14
-91.39±1.38a
63.75±6.65b
S-5
-109.95±4.93a
50.85±4.13b
S-15
-90.66±2.03a
56.96±2.11b
S-6
-97.41-±4.37a
57.02±4.72b
S-16
-109.87±4.54a
51.98±2.67b
S-7
-115.55±8.95a
44.46±4.62b
S-17
-110.11±4.3a
43.77±2.31b
S-8
-100.66±3.76a
56.08±2.09b
S-18
-96.67±1.56a
46.15±1.33b
S-9
-107.85±4.12a
48.44±1.06b
S-19
-104.46±7.98a
57.91±3.81b
Amoxicillin
31.62±0.86
49.71±2.07b
Celastrol
-218.76±9.42a
19.46±8.40
536
a
537
p