Chinese Agricultural Science Bulletin ›› 2023, Vol. 39 ›› Issue (6): 135-143.doi: 10.11924/j.issn.1000-6850.casb2022-0343
• Original article • Previous Articles Next Articles
XUE Rui(), SHEN Shaoyun, DENG Xizhou, CHEN Cong, PENG Yuejin, DU Guangzu(
), CHEN Bin(
)
Received:
2022-05-07
Revised:
2022-08-15
Online:
2023-02-25
Published:
2023-02-22
XUE Rui, SHEN Shaoyun, DENG Xizhou, CHEN Cong, PENG Yuejin, DU Guangzu, CHEN Bin. Metarhizium rileyi SL Strain Liquid Fermentation Conditions: Optimization by Response Surface Methodology[J]. Chinese Agricultural Science Bulletin, 2023, 39(6): 135-143.
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URL: https://www.casb.org.cn/EN/10.11924/j.issn.1000-6850.casb2022-0343
编号 | 试验因素 | |||||||
---|---|---|---|---|---|---|---|---|
温度 | 转速 | 装液量 | pH | 初始接种量 | 无机盐含量 | 维生素含量 | 生物量 | |
1 | 1 | 1 | -1 | -1 | -1 | 1 | -1 | 0.0074 |
2 | 1 | -1 | 1 | 1 | 1 | -1 | -1 | 0.03335 |
3 | -1 | 1 | 1 | 1 | -1 | -1 | -1 | 0.249667 |
4 | -1 | -1 | 1 | -1 | 1 | 1 | -1 | 0.23186 |
5 | 1 | 1 | 1 | -1 | -1 | -1 | 1 | 0.13105 |
6 | -1 | 1 | 1 | -1 | 1 | 1 | 1 | 0.306667 |
7 | -1 | -1 | -1 | 1 | -1 | 1 | 1 | 0.13247 |
8 | 1 | -1 | 1 | 1 | -1 | 1 | 1 | 0.0014 |
9 | -1 | 1 | -1 | 1 | 1 | -1 | 1 | 0.31245 |
10 | -1 | -1 | -1 | -1 | -1 | -1 | -1 | 0.02107 |
11 | 1 | 1 | -1 | 1 | 1 | 1 | -1 | 0.03427 |
12 | 1 | -1 | -1 | -1 | 1 | -1 | 1 | 0.02772 |
编号 | 试验因素 | |||||||
---|---|---|---|---|---|---|---|---|
温度 | 转速 | 装液量 | pH | 初始接种量 | 无机盐含量 | 维生素含量 | 生物量 | |
1 | 1 | 1 | -1 | -1 | -1 | 1 | -1 | 0.0074 |
2 | 1 | -1 | 1 | 1 | 1 | -1 | -1 | 0.03335 |
3 | -1 | 1 | 1 | 1 | -1 | -1 | -1 | 0.249667 |
4 | -1 | -1 | 1 | -1 | 1 | 1 | -1 | 0.23186 |
5 | 1 | 1 | 1 | -1 | -1 | -1 | 1 | 0.13105 |
6 | -1 | 1 | 1 | -1 | 1 | 1 | 1 | 0.306667 |
7 | -1 | -1 | -1 | 1 | -1 | 1 | 1 | 0.13247 |
8 | 1 | -1 | 1 | 1 | -1 | 1 | 1 | 0.0014 |
9 | -1 | 1 | -1 | 1 | 1 | -1 | 1 | 0.31245 |
10 | -1 | -1 | -1 | -1 | -1 | -1 | -1 | 0.02107 |
11 | 1 | 1 | -1 | 1 | 1 | 1 | -1 | 0.03427 |
12 | 1 | -1 | -1 | -1 | 1 | -1 | 1 | 0.02772 |
Source | Sum of Squares | df | Mean Square | F-value | P-value |
---|---|---|---|---|---|
Model | 0.1538 | 7 | 0.022 | 11.87 | 0.0154 |
A-温度 | 0.0865 | 1 | 0.0865 | 46.77 | 0.0024 |
B-转速 | 0.0294 | 1 | 0.0294 | 15.87 | 0.0163 |
C-装液量 | 0.0146 | 1 | 0.0146 | 7.89 | 0.0483 |
D-pH | 0.0001 | 1 | 0.0001 | 0.0645 | 0.8121 |
E-接种量 | 0.0136 | 1 | 0.0136 | 7.32 | 0.0537 |
F-无机盐含量 | 0.0003 | 1 | 0.0003 | 0.1689 | 0.7021 |
G-维生素含量 | 0.0093 | 1 | 0.0093 | 5.03 | 0.0884 |
Residual | 0.0074 | 4 | 0.0019 | ||
Cor Total | 0.1612 | 11 |
Source | Sum of Squares | df | Mean Square | F-value | P-value |
---|---|---|---|---|---|
Model | 0.1538 | 7 | 0.022 | 11.87 | 0.0154 |
A-温度 | 0.0865 | 1 | 0.0865 | 46.77 | 0.0024 |
B-转速 | 0.0294 | 1 | 0.0294 | 15.87 | 0.0163 |
C-装液量 | 0.0146 | 1 | 0.0146 | 7.89 | 0.0483 |
D-pH | 0.0001 | 1 | 0.0001 | 0.0645 | 0.8121 |
E-接种量 | 0.0136 | 1 | 0.0136 | 7.32 | 0.0537 |
F-无机盐含量 | 0.0003 | 1 | 0.0003 | 0.1689 | 0.7021 |
G-维生素含量 | 0.0093 | 1 | 0.0093 | 5.03 | 0.0884 |
Residual | 0.0074 | 4 | 0.0019 | ||
Cor Total | 0.1612 | 11 |
Run | 温度(A) | 转速(B) | 装液量(C) | 生物量(Y) |
---|---|---|---|---|
1 | 1 | 0 | -1 | 0.236 |
2 | 1 | 1 | 0 | 0.249 |
3 | 1 | 0 | 1 | 0.247 |
4 | 1 | -1 | 0 | 0.241 |
5 | -1 | -1 | 0 | 0.207 |
Run | 温度(A) | 转速(B) | 装液量(C) | 生物量(Y) |
6 | -1 | 0 | -1 | 0.250 |
7 | -1 | 0 | 1 | 0.242 |
8 | -1 | 1 | 0 | 0.235 |
9 | 0 | 0 | 0 | 0.384 |
10 | 0 | 0 | 0 | 0.341 |
11 | 0 | 1 | -1 | 0.247 |
12 | 0 | -1 | -1 | 0.189 |
13 | 0 | 0 | 0 | 0.397 |
14 | 0 | 0 | 0 | 0.329 |
15 | 0 | -1 | 1 | 0.201 |
16 | 0 | 0 | 0 | 0.351 |
17 | 0 | 1 | 1 | 0.237 |
Run | 温度(A) | 转速(B) | 装液量(C) | 生物量(Y) |
---|---|---|---|---|
1 | 1 | 0 | -1 | 0.236 |
2 | 1 | 1 | 0 | 0.249 |
3 | 1 | 0 | 1 | 0.247 |
4 | 1 | -1 | 0 | 0.241 |
5 | -1 | -1 | 0 | 0.207 |
Run | 温度(A) | 转速(B) | 装液量(C) | 生物量(Y) |
6 | -1 | 0 | -1 | 0.250 |
7 | -1 | 0 | 1 | 0.242 |
8 | -1 | 1 | 0 | 0.235 |
9 | 0 | 0 | 0 | 0.384 |
10 | 0 | 0 | 0 | 0.341 |
11 | 0 | 1 | -1 | 0.247 |
12 | 0 | -1 | -1 | 0.189 |
13 | 0 | 0 | 0 | 0.397 |
14 | 0 | 0 | 0 | 0.329 |
15 | 0 | -1 | 1 | 0.201 |
16 | 0 | 0 | 0 | 0.351 |
17 | 0 | 1 | 1 | 0.237 |
变异来源 | 平方和 | 自由度 | 均方 | F值 | 显著性 |
---|---|---|---|---|---|
模型 | 0.0625 | 9 | 0.0069 | 11.7275 | 0.0019 |
A-温度 | 0.0002 | 1 | 0.0002 | 0.3134 | 0.5931 |
B-转速 | 0.0021 | 1 | 0.0021 | 3.6098 | 0.0992 |
C-装液量 | 0.0001 | 1 | 0.0001 | 0.0051 | 0.945 |
AB | 0.0001 | 1 | 0.0001 | 0.1745 | 0.6887 |
AC | 0.0001 | 1 | 0.0001 | 0.1711 | 0.6915 |
BC | 0.0001 | 1 | 0.0001 | 0.2003 | 0.668 |
A2 | 0.011 | 1 | 0.011 | 18.6046 | 0.0035 |
B2 | 0.0246 | 1 | 0.0246 | 41.4983 | 0.0004 |
C2 | 0.0182 | 1 | 0.0182 | 30.6735 | 0.0009 |
残差 | 0.0041 | 7 | 0.0006 | ||
失拟项 | 0.0008 | 3 | 0.0003 | 0.3219 | 0.8106 |
误差 | 0.0033 | 4 | 0.0008 | ||
合计 | 0.0667 | 16 |
变异来源 | 平方和 | 自由度 | 均方 | F值 | 显著性 |
---|---|---|---|---|---|
模型 | 0.0625 | 9 | 0.0069 | 11.7275 | 0.0019 |
A-温度 | 0.0002 | 1 | 0.0002 | 0.3134 | 0.5931 |
B-转速 | 0.0021 | 1 | 0.0021 | 3.6098 | 0.0992 |
C-装液量 | 0.0001 | 1 | 0.0001 | 0.0051 | 0.945 |
AB | 0.0001 | 1 | 0.0001 | 0.1745 | 0.6887 |
AC | 0.0001 | 1 | 0.0001 | 0.1711 | 0.6915 |
BC | 0.0001 | 1 | 0.0001 | 0.2003 | 0.668 |
A2 | 0.011 | 1 | 0.011 | 18.6046 | 0.0035 |
B2 | 0.0246 | 1 | 0.0246 | 41.4983 | 0.0004 |
C2 | 0.0182 | 1 | 0.0182 | 30.6735 | 0.0009 |
残差 | 0.0041 | 7 | 0.0006 | ||
失拟项 | 0.0008 | 3 | 0.0003 | 0.3219 | 0.8106 |
误差 | 0.0033 | 4 | 0.0008 | ||
合计 | 0.0667 | 16 |
[1] |
杜广祖, 郑亚强, 陈斌, 等. 几种植物油对莱氏野村菌分生孢子萌发的影响[J]. 微生物学通报, 2015, 42(4):690-698.
|
[2] |
doi: 10.1016/0022-2011(74)90004-4 URL |
[3] |
|
[4] |
doi: 10.3852/13-319 URL |
[5] |
doi: 10.1186/s41938-020-00335-9 URL |
[6] |
龙秀珍, 高旭渊, 曾宪儒, 等. 一株莱氏绿僵菌的筛选及其对草地贪夜蛾的毒力[J]. 中国生物防治学报, 2021, 37(6):1111-1119.
|
[7] |
doi: 10.1080/09583157.2016.1258776 URL |
[8] |
丁雪玲, 姚凤銮, 郑宇, 等. 莱氏绿僵菌FJMR2对草地贪夜蛾不同虫态的致病性研究[J]. 应用昆虫学报, 2022, 59(3):551-558.
|
[9] |
杜广祖, 张小娇, 罗艳, 等. 莱氏绿僵菌Nr0815分生孢子在化学农药中的相容性[J]. 河南农业科学, 2020, 49(5):104-110.
|
[10] |
刘守柱, 张蕾蕾, 胥佳睿, 等. 亚致死剂量高效氯氰菊酯对莱氏绿僵菌的增效作用[J]. 河南农业科学, 2021, 50(5):74-79.
|
[11] |
陶新娉, 王彬, 管清真, 等. 莱氏绿僵菌对斜纹夜蛾的致病力及生理效应[J]. 微生物学通报, 2017, 44(6):1349-1357.
|
[12] |
doi: 10.1186/s12864-020-07253-y pmid: 33246406 |
[13] |
doi: 10.1007/s00253-020-10971-8 URL |
[14] |
doi: 10.1080/09583159409355309 URL |
[15] |
杜广祖, 郑亚强, 陈斌, 等. 莱氏野村菌Nr120815菌株在不同稻谷基质上的产孢特性研究[J]. 云南农业大学学报:自然科学, 2016, 31(5):791-798.
|
[16] |
林健文, 罗志兵, 骆星丹, 等. 莱氏野村菌固体发酵培养基筛选与发酵条件优化[J]. 植物保护学报, 2009, 36(5):437-442.
|
[17] |
|
[18] |
唐维媛, 邢丛丛, 董永刚, 等. 对斜纹夜蛾高致病性莱氏野村菌Nr19固体培养条件的优化[J]. 中国生物防治学报, 2016, 32(2):180-188.
|
[19] |
doi: 10.1007/BF00604930 URL |
[20] |
doi: 10.1007/BF02372586 URL |
[21] |
doi: 10.4489/MYCO.2009.37.3.218 URL |
[22] |
张功营, 杨华, 董丽红, 等. 响应面法优化绿僵菌产绿僵菌素A的培养条件[J]. 华南农业大学学报, 2018, 39(1):76-82.
|
[23] |
李姝江, 彭娇洋, 朱涵明月, 等. 莱氏野村菌(Nomuraea rileyi)固液双相发酵配方研究[J]. 四川林业科技, 2017, 38(5):33-37.
|
[24] |
董海龙. 疣孢漆斑菌(Myrothecium verrucaria)对蔬菜根结线虫寄生致死作用及应用研究[D]. 晋中: 山西农业大学, 2015:47.
|
[25] |
刘朋肖, 常煦, 成柳洁, 等. 酿酒酵母Y3401产己酸乙酯发酵条件的优化[J]. 中国食品学报, 2022, 22(2):178-189.
|
[26] |
尹乐斌, 李乐乐, 何平, 等. 枯草芽孢杆菌发酵豆渣制备多肽及其活性研究[J]. 中国酿造, 2022, 41(1):75-79.
|
[27] |
张朝正, 李意, 赵华. 响应面法优化壳聚糖酶发酵培养基[J]. 中国酿造, 2022, 41(1):197-203.
|
[28] |
李义华, 刁红亮, 周稳稳, 等. 碳源对玫烟色虫草菌丝生长、芽生孢子产生及其耐热性的影响[J]. 菌物学报, 2022, 41(1):51-58.
|
[29] |
吴正铠. 中国虫生真菌研究与应用:第2卷[M]. 北京: 中国农业科技出版社, 1991:5-11.
|
[30] |
程红艳, 郭伟, 常明昌, 等. 蛹虫草菌丝体液体发酵培养条件的优化研究[J]. 山西农业大学学报:自然科学版, 2011, 31(1):66-72.
|
[31] |
郭霄飞, 李艳婷, 王志伟, 等. 雁北嗜蓝孢孔菌液体发酵条件的优化[J]. 山西农业科学, 2020, 48(12):1950-1954.
|
[32] |
杨小龙, 石朝慧, 乔燚, 等. 基于聚氨酯海绵载体的棘孢木霉固体发酵培养基筛选[J]. 中国生物防治学报, 2022, 38(1):88-96.
|
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