中国农业科技导报 ›› 2023, Vol. 25 ›› Issue (10): 152-164.DOI: 10.13304/j.nykjdb.2022.0121
收稿日期:
2022-02-23
接受日期:
2022-05-07
出版日期:
2023-10-15
发布日期:
2023-10-27
通讯作者:
王萍
作者简介:
郭航帆 E-mail 1049077469@qq.com;
Hangfan GUO1(), Ping WANG1,2(
), Ying WANG3
Received:
2022-02-23
Accepted:
2022-05-07
Online:
2023-10-15
Published:
2023-10-27
Contact:
Ping WANG
摘要:
为探究龙葵提取物对大肠杆菌、粪肠球菌的抑菌作用及其对生物膜形成的影响,比较了黑果龙葵、黄果龙葵、红果龙葵果及其茎叶提取物的抑菌能力,并对黑果龙葵果提取工艺进行响应面优化;通过结晶紫染色法测定黑果龙葵果提取物抑制细菌生物膜形成能力,以疏水性、泳动性、自聚集性为指标,评价提取物对生物膜形成的抑制作用。结果表明,3种龙葵中黑果龙葵果提取物抑菌效果最好,抑制大肠杆菌生长最佳提取条件为提取温度28 ℃、乙醇含量44.5%、液料比5.1∶1(mL·g-1),抑制粪肠球菌生长最佳提取条件为提取温度29.5 ℃,乙醇含量44.7%,液料比5.1∶1(mL·g-1),此时黑果龙葵果提取物对大肠杆菌、粪肠球菌的抑菌率分别为81.44%±1.78%、90.63%±2.33%,最小抑菌质量浓度均为50 mg·mL-1。30 mg·mL-1黑果龙葵果提取物对大肠杆菌、粪肠球菌生物膜形成的抑制率分别为83.52%、85.13%,提取物抑制大肠杆菌生物膜形成与降低疏水性显著相关(P<0.05),抑制粪肠球菌生物膜形成与降低泳动性、自聚集性显著相关(P<0.05)。上述结果可为龙葵抑菌和生物膜抑制提供理论依据,为开发天然植物抗生素替代品提供参考。
中图分类号:
郭航帆, 王萍, 王颖. 龙葵提取物对大肠杆菌、粪肠球菌及其生物膜形成的抑制作用[J]. 中国农业科技导报, 2023, 25(10): 152-164.
Hangfan GUO, Ping WANG, Ying WANG. Inhibitory Effect of Solanum nigrum L. Extracts on Escherichia coli and Enterococcus faecalis and Biofilm Formation[J]. Journal of Agricultural Science and Technology, 2023, 25(10): 152-164.
因素Factor | 水平 Level | ||
---|---|---|---|
-1 | 0 | 1 | |
A:提取温度Temperature/℃ | 20 | 30 | 40 |
B:乙醇含量Ethanol content/% | 40 | 45 | 50 |
C:液料比Liquid-solid ratio/(mL·g-1) | 4∶1 | 5∶1 | 6∶1 |
表1 因素水平编码
Table 1 Factors and levels in the experimental design
因素Factor | 水平 Level | ||
---|---|---|---|
-1 | 0 | 1 | |
A:提取温度Temperature/℃ | 20 | 30 | 40 |
B:乙醇含量Ethanol content/% | 40 | 45 | 50 |
C:液料比Liquid-solid ratio/(mL·g-1) | 4∶1 | 5∶1 | 6∶1 |
图1 龙葵不同部位提取物对大肠杆菌、粪肠球菌生长的抑制注:不同小写字母表示同一菌种不同处理间差异在P<0.05水平显著。
Fig. 1 Inhibition of extracts from different parts of Solanum nigrum L. on the growth of Escherichia coli and Enterococcus faecalisNote:Different lowercase letters indicate significant differences between different treatments of same bacteria at P<0.05 level.
样品Sample | 单宁Tannin | 皂苷Saponin | 蒽醌Anthraquinone | 甾醇 Sterol | 黄酮Flavone | 萜类Terpenoids | 生物碱Alkaloid | |
---|---|---|---|---|---|---|---|---|
Wanger’s检测 Wanger’s test | Dragendorff’s检测 Dragendorff’s test | |||||||
SNF | + | ++ | - | + | + | ++ | + | + |
SNS | + | + | - | + | + | + | + | + |
SDF | + | ++ | - | + | + | ++ | + | + |
SDS | + | + | - | + | + | + | + | + |
SVF | + | ++ | - | + | + | ++ | + | + |
SVS | + | + | - | + | + | + | + | + |
表2 龙葵提取物活性成分
Table 2 Phytochemical screening of Solanum nigrum L. extract
样品Sample | 单宁Tannin | 皂苷Saponin | 蒽醌Anthraquinone | 甾醇 Sterol | 黄酮Flavone | 萜类Terpenoids | 生物碱Alkaloid | |
---|---|---|---|---|---|---|---|---|
Wanger’s检测 Wanger’s test | Dragendorff’s检测 Dragendorff’s test | |||||||
SNF | + | ++ | - | + | + | ++ | + | + |
SNS | + | + | - | + | + | + | + | + |
SDF | + | ++ | - | + | + | ++ | + | + |
SDS | + | + | - | + | + | + | + | + |
SVF | + | ++ | - | + | + | ++ | + | + |
SVS | + | + | - | + | + | + | + | + |
图2 单因素试验结果注:不同小写字母表示同一菌种不同处理间差异在P<0.05水平显著。
Fig. 2 Results of single factor experimentsNote:Different lowercase letters indicate significant differences between different treatments of same bacteria at P<0.05 level.
试验编号 No. | A:提取温度Temperature | B:乙醇含量Ethanol content | C:液料比 Liquid-solid ratio | 抑制率Inhibition rate/% | |
---|---|---|---|---|---|
Y1:大肠杆菌 Escherichia coli | Y2:粪肠球菌 Enterococcus faecalis | ||||
1 | 1 | 0 | 1 | 76.92±0.58 | 83.54±0.82 |
2 | 0 | 0 | 0 | 80.64±0.53 | 88.85±0.76 |
3 | 1 | -1 | 0 | 75.16±0.24 | 82.05±0.57 |
4 | -1 | -1 | 0 | 75.86±0.60 | 82.32±0.46 |
5 | 0 | 1 | -1 | 72.10±0.49 | 78.95±0.58 |
6 | -1 | 0 | 1 | 77.66±0.72 | 74.22±0.77 |
7 | 0 | 1 | 1 | 72.73±0.31 | 79.53±0.31 |
8 | 0 | 0 | 0 | 78.76±0.57 | 88.75±0.39 |
9 | 0 | -1 | 1 | 74.69±0.45 | 81.60±0.88 |
10 | -1 | 1 | 0 | 74.06±0.78 | 81.20±0.93 |
11 | 1 | 0 | -1 | 75.71±1.00 | 82.39±0.53 |
12 | 0 | 0 | 0 | 79.98±0.85 | 88.71±0.39 |
13 | -1 | 0 | -1 | 76.14±0.47 | 82.83±0.82 |
14 | 0 | 0 | 0 | 78.84±0.77 | 89.36±0.31 |
15 | 1 | 1 | 0 | 73.63±0.60 | 81.16±0.42 |
16 | 0 | -1 | -1 | 73.75±0.48 | 80.65±0.72 |
17 | 0 | 0 | 0 | 79.55±0.79 | 89.09±0.57 |
表3 Box-Behnken设计方案及结果
Table 3 Programs and experiment results of the Box-Behnken design
试验编号 No. | A:提取温度Temperature | B:乙醇含量Ethanol content | C:液料比 Liquid-solid ratio | 抑制率Inhibition rate/% | |
---|---|---|---|---|---|
Y1:大肠杆菌 Escherichia coli | Y2:粪肠球菌 Enterococcus faecalis | ||||
1 | 1 | 0 | 1 | 76.92±0.58 | 83.54±0.82 |
2 | 0 | 0 | 0 | 80.64±0.53 | 88.85±0.76 |
3 | 1 | -1 | 0 | 75.16±0.24 | 82.05±0.57 |
4 | -1 | -1 | 0 | 75.86±0.60 | 82.32±0.46 |
5 | 0 | 1 | -1 | 72.10±0.49 | 78.95±0.58 |
6 | -1 | 0 | 1 | 77.66±0.72 | 74.22±0.77 |
7 | 0 | 1 | 1 | 72.73±0.31 | 79.53±0.31 |
8 | 0 | 0 | 0 | 78.76±0.57 | 88.75±0.39 |
9 | 0 | -1 | 1 | 74.69±0.45 | 81.60±0.88 |
10 | -1 | 1 | 0 | 74.06±0.78 | 81.20±0.93 |
11 | 1 | 0 | -1 | 75.71±1.00 | 82.39±0.53 |
12 | 0 | 0 | 0 | 79.98±0.85 | 88.71±0.39 |
13 | -1 | 0 | -1 | 76.14±0.47 | 82.83±0.82 |
14 | 0 | 0 | 0 | 78.84±0.77 | 89.36±0.31 |
15 | 1 | 1 | 0 | 73.63±0.60 | 81.16±0.42 |
16 | 0 | -1 | -1 | 73.75±0.48 | 80.65±0.72 |
17 | 0 | 0 | 0 | 79.55±0.79 | 89.09±0.57 |
方差来源 Variance source | 平方和 Sum of squares | 自由度 Degree of freedom | 均方 Mean square | F值 F value | P值 P value | 显著性 Significance |
---|---|---|---|---|---|---|
模型Model | 108.440 | 9 | 12.050 | 31.480 | <0.000 1 | ** |
A | 0.660 | 1 | 0.660 | 1.730 | 0.230 1 | NS |
B | 6.020 | 1 | 6.020 | 15.730 | 0.005 4 | ** |
C | 2.310 | 1 | 2.310 | 6.040 | 0.043 6 | * |
AB | 0.018 | 1 | 0.018 | 0.048 | 0.833 5 | NS |
AC | 0.024 | 1 | 0.024 | 0.063 | 0.809 4 | NS |
BC | 0.024 | 1 | 0.024 | 0.063 | 0.809 4 | NS |
A2 | 2.650 | 1 | 2.650 | 6.920 | 0.033 9 | * |
B2 | 70.200 | 1 | 70.200 | 183.410 | <0.000 1 | ** |
C2 | 19.520 | 1 | 19.520 | 51.000 | 0.000 2 | ** |
残差Residual | 2.680 | 7 | 0.380 | |||
失拟项Lack of fit | 0.180 | 3 | 0.059 | 0.095 | 0.958 8 | NS |
纯误差Pure error | 2.500 | 4 | 0.630 | |||
总和Total | 111.120 | 16 |
表4 大肠杆菌抑制率回归模型与方差分析
Table 4 ANOVA of the regression equation model of Escherichia coli inhibition rate
方差来源 Variance source | 平方和 Sum of squares | 自由度 Degree of freedom | 均方 Mean square | F值 F value | P值 P value | 显著性 Significance |
---|---|---|---|---|---|---|
模型Model | 108.440 | 9 | 12.050 | 31.480 | <0.000 1 | ** |
A | 0.660 | 1 | 0.660 | 1.730 | 0.230 1 | NS |
B | 6.020 | 1 | 6.020 | 15.730 | 0.005 4 | ** |
C | 2.310 | 1 | 2.310 | 6.040 | 0.043 6 | * |
AB | 0.018 | 1 | 0.018 | 0.048 | 0.833 5 | NS |
AC | 0.024 | 1 | 0.024 | 0.063 | 0.809 4 | NS |
BC | 0.024 | 1 | 0.024 | 0.063 | 0.809 4 | NS |
A2 | 2.650 | 1 | 2.650 | 6.920 | 0.033 9 | * |
B2 | 70.200 | 1 | 70.200 | 183.410 | <0.000 1 | ** |
C2 | 19.520 | 1 | 19.520 | 51.000 | 0.000 2 | ** |
残差Residual | 2.680 | 7 | 0.380 | |||
失拟项Lack of fit | 0.180 | 3 | 0.059 | 0.095 | 0.958 8 | NS |
纯误差Pure error | 2.500 | 4 | 0.630 | |||
总和Total | 111.120 | 16 |
方差来源 Variance source | 平方和 Sum of squares | 自由度 Degree of freedom | 均方 Mean square | F值 F value | P值 P value | 显著性 Significance |
---|---|---|---|---|---|---|
模型Model | 209.990 | 9 | 23.330 | 197.910 | <0.000 1 | ** |
A | 0.260 | 1 | 0.260 | 2.170 | 0.184 4 | NS |
B | 4.030 | 1 | 4.030 | 34.210 | 0.000 6 | ** |
C | 2.170 | 1 | 2.170 | 18.440 | 0.003 6 | ** |
AB | 0.010 | 1 | 0.010 | 0.110 | 0.747 5 | NS |
AC | 0.010 | 1 | 0.010 | 0.120 | 0.737 0 | NS |
BC | 0.020 | 1 | 0.020 | 0.150 | 0.705 9 | NS |
A2 | 18.850 | 1 | 18.850 | 159.910 | <0.000 1 | ** |
B2 | 111.830 | 1 | 111.830 | 948.530 | <0.000 1 | ** |
C2 | 54.300 | 1 | 54.300 | 460.550 | <0.000 1 | ** |
残差Residual | 0.830 | 7 | 0.120 | |||
失拟项Lack of fit | 0.530 | 3 | 0.180 | 2.390 | 0.209 2 | NS |
纯误差Pure error | 0.300 | 4 | 0.070 | |||
总和Total | 210.810 | 16 |
表5 粪肠球菌抑菌率回归模型与方差分析
Table 5 ANOVA of the regression equation model of Enterococcus faecalis inhibition rate
方差来源 Variance source | 平方和 Sum of squares | 自由度 Degree of freedom | 均方 Mean square | F值 F value | P值 P value | 显著性 Significance |
---|---|---|---|---|---|---|
模型Model | 209.990 | 9 | 23.330 | 197.910 | <0.000 1 | ** |
A | 0.260 | 1 | 0.260 | 2.170 | 0.184 4 | NS |
B | 4.030 | 1 | 4.030 | 34.210 | 0.000 6 | ** |
C | 2.170 | 1 | 2.170 | 18.440 | 0.003 6 | ** |
AB | 0.010 | 1 | 0.010 | 0.110 | 0.747 5 | NS |
AC | 0.010 | 1 | 0.010 | 0.120 | 0.737 0 | NS |
BC | 0.020 | 1 | 0.020 | 0.150 | 0.705 9 | NS |
A2 | 18.850 | 1 | 18.850 | 159.910 | <0.000 1 | ** |
B2 | 111.830 | 1 | 111.830 | 948.530 | <0.000 1 | ** |
C2 | 54.300 | 1 | 54.300 | 460.550 | <0.000 1 | ** |
残差Residual | 0.830 | 7 | 0.120 | |||
失拟项Lack of fit | 0.530 | 3 | 0.180 | 2.390 | 0.209 2 | NS |
纯误差Pure error | 0.300 | 4 | 0.070 | |||
总和Total | 210.810 | 16 |
图5 黑果龙葵果提取物对细菌生物膜形成的影响注:不同小写字母表示同一时间同一菌种不同处理间差异在P<0.05水平显著。
Fig. 5 Effect of Solanum nigrum L. fruit extracts on bacterial biofilm formationNote:Different lowercase letters indicate significant differences between different treatments of same bacteria at same time at P<0.05 level.
图6 黑果龙葵果提取物对细菌表面疏水性的影响注:不同小写字母表示同一菌种不同处理间差异在P<0.05水平显著。
Fig. 6 Effect of Solanum nigrum L. fruit extracts on hydrophobicityNote:Different lowercase letters indicate significant differences between different treatments of same bacteria at P < 0.05 level.
图7 黑果龙葵果提取物对细菌泳动性的影响注:不同小写字母表示同一菌种不同处理间差异在P<0.05水平显著。
Fig. 7 Effect of Solanum nigrum L. fruit extracts on swimmingNote:Different lowercase letters indicate significant differences between different treatments of same bacteria at P<0.05 level.
图8 黑果龙葵果提取物对细菌自聚集性的影响注:不同小写字母表示同一菌种不同处理间差异在P<0.05水平显著。
Fig. 8 Effect of Solanum nigrum L. fruit extracts on auto-aggregationNote:Different lowercase letters indicate significant differences between different treatments of same bacteria at P<0.05 level.
图9 大肠杆菌生物膜形成能力与细菌理化性质相关性分析注:*表示相关性在P<0.05水平显著。
Fig. 9 Correlation analysis between biofilm formation ability and physicochemical properties of Escherichia coliNote:* indicates significant correlation at P<0.05 level.
图10 粪肠球菌生物膜形成能力与细菌理化性质相关性分析注:*表示相关性在P<0.05水平显著。
Fig. 10 Correlation analysis between biofilm formation ability and physicochemical properties of Enterococcus faecalisNote: * indicates significant correlation at P< 0.05 level.
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