Acta Agriculturae Zhejiangensis ›› 2022, Vol. 34 ›› Issue (6): 1236-1247.DOI: 10.3969/j.issn.1004-1524.2022.06.14
• Plant protection • Previous Articles Next Articles
WANG Siliang1(
), SHAO Yue2, YAN Chengjin1
Received:2021-05-06
Online:2022-06-25
Published:2022-06-30
CLC Number:
WANG Siliang, SHAO Yue, YAN Chengjin. Transcriptome analysis of Spodoptera furgiperda during corn-wheat host alternation[J]. Acta Agriculturae Zhejiangensis, 2022, 34(6): 1236-1247.
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URL: http://www.zjnyxb.cn/EN/10.3969/j.issn.1004-1524.2022.06.14
| 样本 Sample | Read总数 Total reads | 碱基总数 Total base | GC(%) | N(%) | Q20(%) | Q30(%) |
|---|---|---|---|---|---|---|
| FAWsl1 | 23 478 269 | 7 043 480 700 | 49.1 | 0 | 97.52 | 92.99 |
| FAWsl2 | 23 868 394 | 7 160 518 200 | 50.23 | 0 | 97.6 | 93.16 |
| FAWsl3 | 23 171 989 | 6 951 596 700 | 46.52 | 0 | 97.14 | 92.16 |
| FAWw1 | 24 749 086 | 7 424 725 800 | 49.76 | 0 | 97.48 | 92.89 |
| FAWw2 | 21 784 418 | 6 535 325 400 | 48.55 | 0 | 97.48 | 92.98 |
| FAWw3 | 25 620 055 | 7 686 016 500 | 49.01 | 0 | 97.7 | 93.41 |
| FAWym1 | 26 381 427 | 7 914 428 100 | 47.86 | 0 | 97.5 | 92.99 |
| FAWym2 | 23 284 104 | 6 985 231 200 | 47.75 | 0 | 97.47 | 92.91 |
| FAWym3 | 22 446 880 | 6 734 064 000 | 47.81 | 0 | 97.29 | 92.56 |
Table 1 Sequence data of Spodoptera furgiperda larva transcriptome (Clean Data)
| 样本 Sample | Read总数 Total reads | 碱基总数 Total base | GC(%) | N(%) | Q20(%) | Q30(%) |
|---|---|---|---|---|---|---|
| FAWsl1 | 23 478 269 | 7 043 480 700 | 49.1 | 0 | 97.52 | 92.99 |
| FAWsl2 | 23 868 394 | 7 160 518 200 | 50.23 | 0 | 97.6 | 93.16 |
| FAWsl3 | 23 171 989 | 6 951 596 700 | 46.52 | 0 | 97.14 | 92.16 |
| FAWw1 | 24 749 086 | 7 424 725 800 | 49.76 | 0 | 97.48 | 92.89 |
| FAWw2 | 21 784 418 | 6 535 325 400 | 48.55 | 0 | 97.48 | 92.98 |
| FAWw3 | 25 620 055 | 7 686 016 500 | 49.01 | 0 | 97.7 | 93.41 |
| FAWym1 | 26 381 427 | 7 914 428 100 | 47.86 | 0 | 97.5 | 92.99 |
| FAWym2 | 23 284 104 | 6 985 231 200 | 47.75 | 0 | 97.47 | 92.91 |
| FAWym3 | 22 446 880 | 6 734 064 000 | 47.81 | 0 | 97.29 | 92.56 |
| 指标Index | 数据Data |
|---|---|
| N50 Length(nt) | 1 768 |
| Total Number | 66 407 |
| Mean Length | 1 063.99 |
| 300-500 | 28 559(43.01%) |
| 500-1 000 | 19 891(29.95%) |
| 1 000-2 000 | 9 546(14.37%) |
| 2 000+ | 8 411(12.67%) |
Table 2 Assembly results of Spodoptera furgiperda larva transcriptome (Unigene)
| 指标Index | 数据Data |
|---|---|
| N50 Length(nt) | 1 768 |
| Total Number | 66 407 |
| Mean Length | 1 063.99 |
| 300-500 | 28 559(43.01%) |
| 500-1 000 | 19 891(29.95%) |
| 1 000-2 000 | 9 546(14.37%) |
| 2 000+ | 8 411(12.67%) |
| 数据库Database | 基因总数Number of genes | 百分比Percentage | 300≤length<1000 | length≥1000 |
|---|---|---|---|---|
| COG | 4 961 | 26.29% | 736 | 4 225 |
| GO | 10 129 | 53.68% | 2 044 | 8 085 |
| KEGG | 17 615 | 93.36% | 5 902 | 11 713 |
| KOG | 10 271 | 54.44% | 2 068 | 8 203 |
| Pfam | 11 218 | 59.46% | 2 197 | 9 021 |
| Swissprot | 10 910 | 57.82% | 2 215 | 8 695 |
| NR | 18 645 | 98.82% | 6 693 | 11 952 |
| 所有注释Total annotations | 18 868 | 6 867 | 12 001 |
Table 3 Functional annotation of unigenes in Spodoptera furgiperda larva transcriptome
| 数据库Database | 基因总数Number of genes | 百分比Percentage | 300≤length<1000 | length≥1000 |
|---|---|---|---|---|
| COG | 4 961 | 26.29% | 736 | 4 225 |
| GO | 10 129 | 53.68% | 2 044 | 8 085 |
| KEGG | 17 615 | 93.36% | 5 902 | 11 713 |
| KOG | 10 271 | 54.44% | 2 068 | 8 203 |
| Pfam | 11 218 | 59.46% | 2 197 | 9 021 |
| Swissprot | 10 910 | 57.82% | 2 215 | 8 695 |
| NR | 18 645 | 98.82% | 6 693 | 11 952 |
| 所有注释Total annotations | 18 868 | 6 867 | 12 001 |
| 样本 Sample | 差异表达基因 Differential expressed genes | 有注释的差异表达基因 Annotated differential expressed genes | ||||
|---|---|---|---|---|---|---|
| 总数 Total | 上调 Up-regulated | 下调 Down-regulated | 总数 Total | 上调 Up-regulated | 下调 Down-regulated | |
| FAWsl | 6 863 | 2 996 | 3 867 | 4 607 | 2 364 | 2 243 |
| FAWw | 542 | 308 | 234 | 432 | 263 | 169 |
Table 4 Statistics of differential expressed genes
| 样本 Sample | 差异表达基因 Differential expressed genes | 有注释的差异表达基因 Annotated differential expressed genes | ||||
|---|---|---|---|---|---|---|
| 总数 Total | 上调 Up-regulated | 下调 Down-regulated | 总数 Total | 上调 Up-regulated | 下调 Down-regulated | |
| FAWsl | 6 863 | 2 996 | 3 867 | 4 607 | 2 364 | 2 243 |
| FAWw | 542 | 308 | 234 | 432 | 263 | 169 |
| 样本 Sample | FAWw特异性差异表达基因 Specific differential expressed genes in FAWw | 共同差异表达基因 Common differential expressed genes | FAWsl特异性差异表达基因 Specific differential expressed genes in FAWsl | ||
|---|---|---|---|---|---|
| FAWsl中反方向* Reverse direction in FAWsl | 同方向 Same direction | FAWw中反方向 Reverse direction in FAWw | |||
| 上调 Up-regulated | 87 | 94 | 82 | 30 | 2 131 |
| 下调 Down-regulated | 41 | 30 | 98 | 94 | 2 172 |
Table 5 Specific differential expressed genes and common differential expressed genes in FAWw and FAWsl
| 样本 Sample | FAWw特异性差异表达基因 Specific differential expressed genes in FAWw | 共同差异表达基因 Common differential expressed genes | FAWsl特异性差异表达基因 Specific differential expressed genes in FAWsl | ||
|---|---|---|---|---|---|
| FAWsl中反方向* Reverse direction in FAWsl | 同方向 Same direction | FAWw中反方向 Reverse direction in FAWw | |||
| 上调 Up-regulated | 87 | 94 | 82 | 30 | 2 131 |
| 下调 Down-regulated | 41 | 30 | 98 | 94 | 2 172 |
| 基因 gene | 上调 Up-regulated | 下调 Down-regulated | ||||||
|---|---|---|---|---|---|---|---|---|
| 总共 Total | 特异 Specific | FAWsl中下调down-regulated in FAWsl | 共同 Common | 总共 Total | 特异 Specific | FAWsl中上调 up-regulated in FAWsl | 共同 Common | |
| 表皮相关基因 Cuticle-related genes | 32 | 5 | 27 | 0 | 3 | 0 | 1 | 2 |
| 细胞色素P450基因 Cytochrome P450 genes | 3 | 2 | 1 | 0 | 13 | 4 | 1 | 8 |
Table 6 Functional differential expressed genes in FAWw
| 基因 gene | 上调 Up-regulated | 下调 Down-regulated | ||||||
|---|---|---|---|---|---|---|---|---|
| 总共 Total | 特异 Specific | FAWsl中下调down-regulated in FAWsl | 共同 Common | 总共 Total | 特异 Specific | FAWsl中上调 up-regulated in FAWsl | 共同 Common | |
| 表皮相关基因 Cuticle-related genes | 32 | 5 | 27 | 0 | 3 | 0 | 1 | 2 |
| 细胞色素P450基因 Cytochrome P450 genes | 3 | 2 | 1 | 0 | 13 | 4 | 1 | 8 |
Fig.2 GO enrichment of differential expressed genes A, GO enrichment of differential expressed genes in FAWw; B, GO enrichment of differential expressed genes in FAWsl.
Fig.3 KEGG pathway enrichment in FAWsl A, KEGG pathway enrichment in of the up-regulated genes in FAWsl; B, KEGG pathway enrichment in of the down-regulated genes in FAWsl.
Fig.4 KEGG pathway enrichment in FAWw A, KEGG pathway enrichment in of the up-regulated genes in FAWw; B, KEGG pathway enrichment in of the down-regulated genes in FAWw.
| [1] |
GOERGEN G, KUMAR P L, SANKUNG S B, et al. First report of outbreaks of the fall armyworm Spodoptera frugiperda (J E Smith) (Lepidoptera, Noctuidae), a new alien invasive pest in west and central Africa[J]. PLoS One, 2016, 11(10): e0165632.
DOI URL |
| [2] |
MONTEZANO D G, SPECHT A, SOSA-GÓMEZ D R, et al. Host plants ofSpodoptera frugiperda(Lepidoptera: Noctuidae) in the americas[J]. African Entomology, 2018, 26(2): 286-300.
DOI URL |
| [3] |
DUMAS P, LEGEAI F, LEMAITRE C, et al. Spodoptera frugiperda (Lepidoptera: Noctuidae) host-plant variants: two host strains or two distinct species?[J]. Genetica, 2015, 143(3): 305-316.
DOI URL |
| [4] | 张磊, 柳贝, 姜玉英, 等. 中国不同地区草地贪夜蛾种群生物型分子特征分析[J]. 植物保护, 2019, 45(4): 20-27. |
| ZHANG L, LIU B, JIANG Y Y, et al. Molecular characterization analysis of fall armyworm populations in China[J]. Plant Protection, 2019, 45(4): 20-27. (in Chinese with English abstract) | |
| [5] | 赵雪晴, 陈福寿, 尹艳琼, 等. 草地贪夜蛾在云南元谋县青稞、燕麦、糜子田的发生为害特征[J]. 植物保护, 2020, 46(2): 216-221. |
| ZHAO X Q, CHEN F S, YIN Y Q, et al. Occurrence and damage characteristics of Spodoptera frugiperda on highland barley, oat and prosomillet in Yuanmou County, Yunnan Province[J]. Plant Protection, 2020, 46(2): 216-221. (in Chinese with English abstract) | |
| [6] | 孙东磊, 文明富, 李继虎, 等. 广东蔗区草地贪夜蛾为害调查初报[J]. 环境昆虫学报, 2019, 41(6): 1155-1162. |
| SUN D L, WEN M F, LI J H, et al. Preliminary report on the investigation of the damage of Spodoptera frugiperda in the sugarcane area of Guangdong Province[J]. Journal of Environmental Entomology, 2019, 41(6): 1155-1162. (in Chinese with English abstract) | |
| [7] | 何莉梅, 赵胜园, 吴孔明. 草地贪夜蛾取食为害花生的研究[J]. 植物保护, 2020, 46(1): 28-33. |
| HE L M, ZHAO S Y, WU K M. Study on the damage of fall armyworm, Spodoptera frugiperda to peanut[J]. Plant Protection, 2020, 46(1): 28-33. (in Chinese with English abstract) | |
| [8] | 赵猛, 杨建国, 王振营, 等. 山东发现草地贪夜蛾为害马铃薯[J]. 植物保护, 2019, 45(6): 84-86. |
| ZHAO M, YANG J G, WANG Z Y, et al. Spodoptera frugiperda were found damaging potato in Shandong Province[J]. Plant Protection, 2019, 45(6): 84-86. (in Chinese with English abstract) | |
| [9] | 刘银泉, 王雪倩, 钟宇巍. 草地贪夜蛾在浙江为害甘蓝[J]. 植物保护, 2019, 45(6): 90-91. |
| LIU Y Q, WANG X Q, ZHONG Y W. Fall armyworm Spodoptera frugiperda feeding on cabbage in Zhejiang[J]. Plant Protection, 2019, 45(6): 90-91. (in Chinese with English abstract) | |
| [10] | 王磊, 陈科伟, 钟国华, 等. 重大入侵害虫草地贪夜蛾发生危害、防控研究进展及防控策略探讨[J]. 环境昆虫学报, 2019, 41(3): 479-487. |
| WANG L, CHEN K W, ZHONG G H, et al. Progress for occurrence and management and the strategy of the fall armyworm Spodoptera frugiperda (Smith)[J]. Journal of Environmental Entomology, 2019, 41(3): 479-487. (in Chinese with English abstract) | |
| [11] |
GARCIA A G, GODOY W A C, THOMAS J M G, et al. Delimiting strategic zones for the development of fall armyworm (Lepidoptera: Noctuidae) on corn in the state of Florida[J]. Journal of Economic Entomology, 2017, 111(1): 120-126.
DOI URL |
| [12] | 林伟, 徐淼锋, 权永兵, 等. 基于MaxEnt模型的草地贪夜蛾适生性分析[J]. 植物检疫, 2019, 33(4): 69-73. |
| LIN W, XU M F, QUAN Y B, et al. Potential geographic distribution of Spodoptera frugiperda in China based on MaxEnt model[J]. Plant Quarantine, 2019, 33(4): 69-73. (in Chinese with English abstract) | |
| [13] | 秦誉嘉, 蓝帅, 赵紫华, 等. 迁飞性害虫草地贪夜蛾在我国的潜在地理分布[J]. 植物保护, 2019, 45(4): 43-47. |
| QIN Y J, LAN S, ZHAO Z H, et al. Potential geographical distribution of the fall armyworm (Spodoptera frugiperda) in China[J]. Plant Protection, 2019, 45(4): 43-47. (in Chinese with English abstract) | |
| [14] | 黄芊, 凌炎, 蒋婷, 等. 草地贪夜蛾对三种寄主植物的取食选择性及其适应性研究[J]. 环境昆虫学报, 2019, 41(6): 1141-1146. |
| HUANG Q, LING Y, JIANG T, et al. Feeding preference and adaptability of Spodoptera frugiperda on three host plant[J]. Journal of Environmental Entomology, 2019, 41(6): 1141-1146. (in Chinese with English abstract) | |
| [15] | 吴正伟, 师沛琼, 曾永辉, 等. 3种寄主植物饲养的草地贪夜蛾种群生命表[J]. 植物保护, 2019, 45(6): 59-64. |
| WU Z W, SHI P Q, ZENG Y H, et al. Population life tables of Spodoptera frugiperda (Lepidoptera: Noctuidae) fed on three host plants[J]. Plant Protection, 2019, 45(6): 59-64. (in Chinese with English abstract) | |
| [16] | 姚领, 房敏, 李晓萌, 等. 草地贪夜蛾对三种杂草的产卵和取食选择性[J]. 植物保护, 2020, 46(4): 181-184. |
| YAO L, FANG M, LI X M, et al. Oviposition and feeding selectivity of Spodoptera frugiperda to three weeds[J]. Plant Protection, 2020, 46(4): 181-184. (in Chinese with English abstract) | |
| [17] | 齐国君, 黄德超, 王磊, 等. 广东省草地贪夜蛾冬季发生特征及周年繁殖区域研究[J]. 环境昆虫学报, 2020, 42(3): 573-582. |
| QI G J, HUANG D C, WANG L, et al. The occurrence characteristic in winter and year-round breeding region of the fall armyworm, Spodoptera frugiperda (J.E.Smith) in Guangdong Province[J]. Journal of Environmental Entomology, 2020, 42(3): 573-582. (in Chinese with English abstract) | |
| [18] | 徐丽娜, 胡本进, 苏卫华, 等. 安徽发现草地贪夜蛾为害早播小麦[J]. 植物保护, 2019, 45(6): 87-89. |
| XU L N, HU B J, SU W H, et al. Fall armyworm damaging early sowing wheat in Anhui Province[J]. Plant Protection, 2019, 45(6): 87-89. (in Chinese with English abstract) | |
| [19] | 李艳朋, 李猛, 刘鸿恒, 等. 草地贪夜蛾在江苏北部早播麦田的发生与防治[J]. 植物保护, 2020, 46(2): 212-215. |
| LI Y P, LI M, LIU H H, et al. Occurrence and control of Spodoptera frugiperda in early sowing wheat field in northern Jiangsu Province[J]. Plant Protection, 2020, 46(2): 212-215. (in Chinese with English abstract) | |
| [20] | 张智, 林培炯, 陈智勇, 等. 小麦中后期草地贪夜蛾为害特征观察[J]. 植物保护, 2021, 47(5): 297-301. |
| ZHANG Z, LIN P J, CHEN Z Y, et al. Observation on the damage characteristics of Spodoptera frugiperda to wheat in middle and late stages[J]. Plant Protection, 2021, 47(5): 297-301. (in Chinese with English abstract) | |
| [21] | 巴吐西, 张云慧, 张智, 等. 草地贪夜蛾对小麦和玉米的产卵选择性及其种群生命表[J]. 植物保护, 2020, 46(1): 17-23. |
| BA T X, ZHANG Y H, ZHANG Z, et al. The host preference and population life tables of Spodoptera frugiperda (Lepidoptera: Noctuidae) fed on maize and wheat[J]. Plant Protection, 2020, 46(1): 17-23. (in Chinese with English abstract) | |
| [22] | 吕亮, 李雨晴, 陈从良, 等. 草地贪夜蛾幼虫在玉米和小麦上的取食和生长发育特性比较[J]. 昆虫学报, 2020, 63(5): 597-603. |
| LÜ L, LI Y Q, CHEN C L, et al. Comparison of the feeding and growth characteristics of larvae of the fall armyworm, Spodoptera frugiperda (Lepidoptera: Noctuidae), on corn and wheat[J]. Acta Entomologica Sinica, 2020, 63(5): 597-603. (in Chinese with English abstract) | |
| 23 | 李子园, 戴钎萱, 邝昭琅, 等. 3种人工饲料对草地贪夜蛾生长发育及繁殖力的影响[J]. 环境昆虫学报, 2019, 41(6): 1147-1154. |
| LI Z Y, DAI Q X, KUANG Z L, et al. Effects of three artificial diets on development and reproduction of the fall armyworm Spodoptera frugiperda (J.E. Smith)[J]. Journal of Environmental Entomology, 2019, 41( 6): 1147-1154. (in Chinese with English abstract) | |
| [24] | RAMSEY J S, RIDER D S, WALSH T K, et al. Comparative analysis of detoxification enzymes in Acyrthosiphon pisum and Myzus persicae[J]. Insect Molecular Biology, 2010, 19( Suppl.2): 155-164. (in Chinese with English abstract) |
| [25] |
GOUIN A, BRETAUDEAU A, NAM K,et al.Two genomes of highly polyphagous lepidopteran pests (Spodoptera frugiperda, Noctuidae) with different host-plant ranges[J]. Scientific Reports, 2017, 7: 11816.
DOI URL |
| [26] | 梅洋, 杨义, 叶昕海, 等. 草地贪夜蛾解毒代谢相关基因家族的进化分析[J]. 环境昆虫学报, 2019, 41(4): 727-735. |
| MEI Y, YANG Y, YE X H, et al. Evolutionary analysis of detoxification gene families of Spodoptera frugiperda[J]. Journal of Environmental Entomology, 2019, 41(4): 727-735. (in Chinese with English abstract) | |
| [27] | 王芹芹, 崔丽, 王立, 等. 草地贪夜蛾对小麦的为害风险: 取食为害性及解毒酶活性变化初探[J]. 植物保护, 2020, 46(1): 63-68. |
| WANG Q Q, CUI L, WANG L, et al. Risk analysis of the harm of the fall armyworm, Spodoptera frugiperda to wheat: the harmfulness of feeding and change of detoxification enzyme activities[J]. Plant Protection, 2020, 46(1): 63-68. (in Chinese with English abstract) | |
| 28 | 邱良妙, 刘其全, 杨秀娟, 等. 草地贪夜蛾对水稻和玉米的取食和产卵选择性与适合度[J]. 昆虫学报, 2020, 63(5): 604-612. |
| QIU L M, LIU Q Q, YANG X J, et al. Feeding and oviposition preference and fitness of the fall armyworm, Spodoptera frugiperda (Lepidoptera: Noctuidae), on rice and maize[J]. Acta Entomologica Sinica, 2020, 63(5):604-612. (in Chinese with English abstract) | |
| 29 | PAN P L, YE Y X, LOU Y H,et al. A comprehensive omics analysis and functional survey of cuticular proteins in the brown planthopper[J]. Proceedings of the National Academy of Sciences of the United States of America, 2018, 115(20): 5175-5180. |
| 30 | 陈斌,乔梁. 昆虫表皮蛋白基因研究进展[J]. 昆虫学报, 2014, 57(9): 1084-1093. |
| LIANG X, CHEN B, QIAO L. Research progress in insect cuticular protein genes[J]. Acta Entomologica Sinica, 2014, 57( 9): 1084-1093. (in Chinese with English abstract) | |
| 31 |
VANNINI L, DUNN W A, REED T W, et al.Changes in transcript abundance for cuticular proteins and other genes three hours after a blood meal in Anopheles gambiae[J]. Insect Biochemistry and Molecular Biology, 2014, 44: 33-43.
DOI URL |
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