Scientia Agricultura Sinica ›› 2016, Vol. 49 ›› Issue (17): 3453-3464.doi: 10.3864/j.issn.0578-1752.2016.17.018

• ANIMAL SCIENCE·VETERINARY SCIENCERE·SOURCE INSECT • Previous Articles    

Digital Gene Expression Analysis of Silkworm Infected by Bombyx mori Bidensovirus Zhenjiang Strain

GAO Kun, SHANG Meng-ke, QIAN He-ying, QIN Guang-xing, GUO Xi-jie   

  1. College of Biotechnology, Jiangsu University of Science and Technology/Sericultural Research Institute, Chinese Academy of Agricultural Sciences, Zhenjiang 212018, Jiangsu
  • Received:2016-04-08 Online:2016-09-01 Published:2016-09-01

Abstract: 【Objective】 The objective of this study is to screen differentially expressed genes in the Bombyx mori larvae infected with BmBDV-ZJ (B. mori bidensovirus Zhenjiang strain) and identify regulatory genes related to the virus infection and the host response so as to provide important clues for better understanding of the mechanism of B. mori resistance against BmBDV-ZJ infection. 【Method】 The differential gene expression profiles in JS B. mori larvae after oral infection with BmBDV-ZJ were constructed using Illumina Genome Analyzer platform. In order to exclude the effects of individual differences, 10 larvae were dissected and pooled as one sample for digital gene expression (DGE) analysis, respectively. The differential expression detection of genes across samples was performed using a rigorous algorithm method. False discovery rate (FDR) was used to determine the P value threshold in multiple tests and analyses. The significance of the gene expression difference was obtained through a FDR≤0.001 and the absolute value of log2 ratio≥1. The gene ontology (GO) classification system was used to determine the possible functions of all differentially expressed genes. P value was calculated by GO (http://www.geneontology. org/) and corrected by Bonferoni. A corrected P value≤ 0.05 was selected as a threshold for significant enrichment of the gene sets. WEGO (web gene ontology annotation plot) software was used for visualizing, comparing and plotting GO annotation results. Pathway enrichment analysis was conducted to further identify the significantly enriched metabolic pathways or signal transduction pathways by using the KEGG database. Pathways with a Q value≤0.05 were designated as significantly enriched pathways in DGEs. Then some of the differentially expressed genes were verified by quantitative real-time PCR (qRT-PCR). 【Result】 Totally, 4 850 663 and 4 875 307 raw tags were generated in the control and BmBDV-ZJ infected DGE (digital gene expression) libraries, respectively. There were 4 757 934 and 4 788 406 clean tags corresponding to 62 436 and 63 680 distinct clean tags were filtered from the raw tags. The distribution of the total and distinct tags over the different tag abundance categories showed highly similar patterns in each DGE library. The sequencing depths reached approximately 3.5 and 3.7 million in the two DGE libraries, respectively, which satisfied the requirement for the experiment. So the two DGE libraries were reliable. The tag sequences of the two DGE libraries were mapped to the reference database of B. mori. In the control and BmBDV-ZJ-infected DGE library, 36.39% and 45.30% of the clean tags were mapped to a gene in the reference database, 50.02% and 43.34% of the clean tags could be mapped to genome of B. mori, while 13.59% and 12.35% of the clean tags were unknown tags. A total of 447 differentially expressed genes were detected, of which 306 were upregulated and 141 were downregulated. There were 218, 147, 179 differentially expressed genes have GO categories according to molecular function, cellular component and biological process, respectively. KEGG (http://www.genome.jp/kegg) ontology assignments were used to classify the functional annotations of the identified genes. Among the differentially expressed genes, 330 were mapped to 151 pathways in the KEGG database. Nineteen terms was significantly enriched (Q value≤0.05) and the cytosolic DNA-sensing pathway was significantly enriched. Moreover, 24 differentially expressed genes were verified using qRT-PCR, showing that 20 genes were concordant in the expression with DGE. Among the 9 differentially expressed genes related to cytosolic DNA-sensing pathway, BGIBMGA009408-TA, BGIBMGA004913- TA, BGIBMGA011753-TA, which were the DNA-directed RNA polymerase III genes in B. mori, were all up-regulated in the BmBDV-ZJ infected B. mori with 4.3, 2.3, 3.4-fold change, respectively. 【Conclusion】 The results of this study may serve as a basis for future research not only on the molecular mechanism of BmBDV-ZJ invasion but also on the mechanism of B. mori resistance against BmBDV-ZJ infection.

Key words: Bombyx mori, digital gene expression, Bombyx mori bidensovirus, quantitative real-time PCR

[1]    Bando H, Choi H, Ito Y, Kawase S. Terminal structure of a densovirus implies a hairpin transfer replication which is similar to the model for AAV. Virology,1990, 179(1): 57-63.
[2]    Bando H, Choi H, Ito Y, Nakagaki M, Kawase S. Structural analysis on the single-stranded genomic DNAs of the virus newly isolated from silkworm: the DNA molecules share a common terminal sequence. Archives of Virology,1992, 124(1/2): 187-193.
[3]    Bando H, Hayakawa T, Asano S, Sahara K, Nakagaki M, Iizuka T. Analysis of the genetic information of a DNA segment of a new virus from silkworm. Archives of Virology,1995, 140(6): 1147-1155.
[4]    Iwashita Y, Chun C Y. The development of a densonucleosis virus isolated from silkworm larvae, Bombyx mori, of China//Akai H, King R C, Morohoshi S. The ultrastructure and functioning of Insect Cell. Tokyo: Society for Insect Cells Japan, 1982: 161-164.
[5]    Hayakawa T, Asano S, Sahara K, Iizuka T, Bando H. Detection of replicative intermediate with closed terminus of Bombyx densonucleosis virus. Archives of Virology,1997, 142: 393-399.
[6]    Adams M J, Carstens E B. Ratification vote on taxonomic proposals to the International Committee on Taxonomy of Viruses. Archives of Virology, 2012, 157: 1411-1422.
[7]    钱元骏, 郭锡杰, 胡雪芳, 黄可威, 渡部仁. 我国和日本家蚕DNV的血清学关系. 蚕业科学, 1985, 11(4): 241-242.
Qian Y J, Guo X J, Hu X F, Huang K W, Watanabe H. The serological relationship between China isolate densonucleosis virus and Japan isolate densonucleosis virus. Acta Sericologica Sinica, 1985, 11(4): 241-242. (in Chinese)
[8]    郭锡杰, 钱元骏, 胡雪芳, 王红林. 我国家蚕浓核病毒(DNV)寄生部位研究. 蚕业科学, 1985, 11(2): 93-98.
Guo X J, Qian Y J, Hu X F, Wang H L. Studies on locations of Bombyx mori densonucleosis virus (China isolate) invasion. Acta Sericologica Sinica, 1985, 11(2): 93-98. (in Chinese)
[9]    Wang Y J, Yao Q, Chen K P, Wang Y, Lu J, HAN X. Characterization of the genome structure of Bombyx mori densovirus (China isolate). Virus Genes, 2007, 35: 103-108.
[10]   钱元骏, 胡雪芳, 孙玉昆, 戴仁鸣. 家蚕浓核病毒的研究. 蚕业科学, 1986, 12(2): 89-94.
Qian Y J, Hu X F, Sun Y K, Dai R M. Studies on Bombyx mori densonucleosis virus. Acta Sericologica Sinica, 1986, 12(2): 89-94. (in Chinese)
[11]   Ito K, Kidokoro K, Sezutsu H, Nohata J, Yamamoto K, Uchino K, Kalyebi A, Eguchi R, Hara W, Tamura T, Katsuma S, Mita K, Kadono-Okuda K. Deletion of a gene encoding an amino acid transporter in the midgut membrane causes resistance to a Bombyx parvo-like virus. Proceedings of the National Academy of Sciences of the United Dtates of America, 2008, 105(21): 7523-7527.
[12]   裘智勇, 李木旺, 沈兴家, 郭锡杰. 家蚕对浓核病毒(镇江株)抵抗性和感受性品种的中肠组织蛋白比较分析. 蚕业科学, 2008, 34(2): 244-249.
Qiu Z Y, Li M W, Shen X J, Guo X J. Comparative analysis of proteins extracted from midgut of silkworm strains susceptible and non-susceptible to Bomby mori densovirus (Zhenjiang strain). Acta Sericologica Sinica, 2008, 34(2): 244-249. (in Chinese)
[13]   裘智勇, 李木旺, 覃光星, 刘挺, 沈兴家, 郭锡杰. 家蚕对浓核病毒中国镇江株抵抗性机制的初步研究. 蚕业科学, 2007, 33(4): 596-601.
Qiu Z Y, Li M W, Qin G X, Liu T, Shen X J, Guo X J. Primary studies on mechanism of silkworm (Bombyx mori) resistance to densovirus China (Zhenjiang) strain. Acta Sericologica Sinica, 2007, 33(4): 596-601. (in Chinese)
[14]   Bao Y Y, Li M W, Zhao Y P, Ge J Q, Wang C S, Huang Y P, Zhang C X. Differentially expressed genes in resistant and susceptible Bombyx mori strains infected with a densonucleosis virus. Insect Biochemistry and Molecular Biology,2008, 38(9): 853-861.
[15]   Gao K, Deng X Y, Qian H Y, Qin G X, Hou C X, Guo X J. Cytoplasmic polyhedrosis virus-induced differential gene expression in two silkworm strains of different susceptibility. Gene, 2014, 539: 230-237.
[16]   Gao K, Deng X Y, Qian H Y, Qin G X, Guo X J. Digital gene expression analysis in the midgut of 4008 silkworm strain infected with cytoplasmic polyhedrosis virus. Journal of Invertebrate Pathology, 2014, 115(1): 8-13.
[17]   高坤, 邓祥元, 裘智勇, 覃光星, 郭锡杰. 家蚕感染质型多角体病毒 (BmCPV)后中肠组织差异蛋白质分析. 中国农业科学, 2013, 46(13): 2796-2807.
Gao K, Deng X Y, Qiu Z Y, Qin G X, Guo X J. Comparative analysis of differential proteins from midgut of silkworm induced by cytoplasmic polyhedrosis virus infection. Scientia Agricultura Sinica, 2013, 46(13): 2796-2807. (in Chinese)
[18]   Guo R, Wang S M, Xue R Y, Cao G L, Hu X L, Huang M L, Zhang Y Q, Lu Y H, Zhu L Y, Chen F, Liang Z, Kuang S L, Gong C L. The gene expression profile of resistant and susceptible Bombyx mori strains reveals cypovirus-associated variations in host gene transcript levels. Applied Microbiology and Biotechnology, 2015, 99: 5175-5187.
[19]   Liu F, Ling E, Wu S. Gene expression profiling during early response to injury and microbial challenges in the silkworm, Bombyx mori. Archives of Insect Biochemistry and Physiology, 2009, 72(1): 16-33.
[20]   Yanai H, Savitsky D, Tamura T, Taniguchi T. Regulation of the cytosolic DNA-sensing system in innate immunity: a current view. Current Opinin in Immunology,2009, 21(1): 17-22.
[21]   Mansur D S, Smith G L, Ferguson B J. Intracellular sensing of viral DNA by the innate immune system. Microbes and Infection, 2014, 16(12): 1002-1012.
[22]   Rathinam V A, Fitzgerald K A. Innate immune sensing of DNA viruses. Virology, 2011, 411(2): 153-162.
[23]   邢雅玲, 郑洋, 王凯, 陈晓娟, 陈忠斌. 病原DNA识别及其诱导天然免疫调节机制研究进展. 生物化学与生物物理进展, 2011, 38(12): 1099-1105.
Xing Y L, Zheng Y, Wang K, Chen X J, Chen Z B.The cellular recognition of pathogenic DNA and the related regulation of innate immunity. Progress in Biochemistry and Biophysics, 2011, 38(12): 1099-1105. (in Chinese)
[24]   Ebihara N, Chen L, Tokura T, Ushio H, Iwatsu M, Murakami A. Distinct functions between toll-like receptors 3 and 9 in retinal pigment epithelial cells. Ophthalmic Research, 2007, 39(3): 155-163.
[25]   Choi M K, Wang Z C, Ban T, Yanai H, Lu Y, Koshiba R, Nakaima Y, Hangai S, Savitsky D, Nakasato M, Negishi H, Takeuchi O, Honda K, Akira S, Tamura T, Taniguchi T. A selective contribution of the RIG-I-like receptor pathway to type I interferon responses activated by cytosolic DNA. Proceedings of the National Academy of Sciences of the United States of America, 2009, 106(42): 17870-17875.
[26]   Chiu Y H, Macmillan J B, Chen Z J. RNA polymerase III detects cytosolic DNA and induces type I interferons through the RIG-I pathway. Cell, 2009, 138(3): 576-591.
[27]   Veeranki S, Choubey D. Interferon-inducible p200-family protein IFI16, an innate immune sensor for cytosolic and nuclear double-stranded DNA: regulation of subcellular localization. Molecular Immunology, 2012, 49(4): 567-571.
[28]   Zhang Z Q, Yuan B, Bao M S, Lu N, Kim T, Liu Y J.     The helicase DDX41 senses intracellular DNA mediated by the adaptor STING in dendritic cells. Nature Immunology, 2011, 12(10): 959-965.
[29]   Kim T, Pazhoor S, Bao M S, Zhang Z Q, Hanabuchi S, Facchinetti V, Bover L, Plumas J, Chaperot L, Qin J, Liu Y J. Aspartate-glutamate-alanine-histidine box motif (DEAH)/ RNA helicase A helicases sense microbial DNA in human plasmacytoid dendritic cells. Proceedings of the National Academy of Sciences of the United States of America, 2010, 107(34): 15181-15186.
[30]   Zhang X, Brann T W, Zhou M, Yang J, Oguariri R M, Lidie K B, Imamichi H, Huang D W, Lempicki R A, Baseler M W, Veenstra T D, Young H A, Lane H C, Imamichi T. Ku70 is a novel cytosolic DNA sensor that induces type III rather than type I IFN. Journal of Immunology, 2011, 186(8): 4541-4545.
[31]   Ablasser A, Bauernfeind F, Hartmann G, Latz E, Fitzgerald K A, Hornung V. RIG-I dependent sensing of poly (dA-dT) through the induction of an RNA polymerase III transcribed RNA intermediate. Nature Immunology, 2009, 10(10): 1065-1072.
[32]   Melchjorsen J, Rintahaka J, Søby S, Horan K A, Poltajainen A, Østergaard L, Paludan S R, Matikainen S. Early innate recognition of herpes simplex virus in human primary macrophages is mediated via the MDA5/MAVS- dependent and MDA5/MAVS/RNA polymerase III-independent pathways. Journal of Virology,2010, 84(21): 11350-11358.
[33]   Arunachalam B, Phan U T, Geuze H J, Cresswell P. Enzymatic reduction of disulfide bonds in lysosomes: Characterization of a gamma interferon inducible lysosomal thiol reductase (GILT). Proceedings of the National Academy of Sciences of the United States of America, 2000, 97(2): 745-750.
[34]   De Zoysa M, Lee J. Molecular cloning and expression analysis of interferon-γ inducible lysosomal thiol reductase (GILT)-like cDNA from disk abalone (Haliotis discus discus). Journal of Invertebrate Pathology, 2007, 96(3): 221-229.
[35]   Huang W S, Duan L P, Huang B, Zhou L H, Liang Y, Tu C L, Zhang F F, Nie P, Wang T. Identification of three IFN-gamma inducible lysosomal thiol reductase (GILT)-like genes in mud crab Scylla paramamosain with distinct gene organizations and patterns of expression. Gene, 2015, 570: 78-88.
[36]   Kongton K, Phongdara A, Srithaworn M T, Wanna W. Molecular cloning and expression analysis of the interferon-γ- inducible lysosomal thiol reductase gene from the shrimp Penaeus monodon. Molecular Biology Reports, 2011, 38: 3463-3470.
[37]   Kongton K, McCall K, Phongdara A. Identification of gamma-interferon-inducible lysosomal thiol reductase (GILT) homologues in the fruit fly Drosophila melanogaster. Developmental and Comparative Immunology, 2014, 44: 389-396.
[38]   Hastings K T, Cresswell P. Disulfide reduction in the endocytic pathway: immunological functions of gamma-interferon- inducible lysosomal thiol reductase. Antioxidants and Redox Signaling, 2011, 15(3): 657-668.
[39]   Prokopenko O, Mirochnitchenko O. Ischemia-reperfusion- inducible protein modulates cell sensitivity to anticancer drugs by regulating activity of efflux transporter. American Journal of Physiology-cell PhysiologyC1086-C1097., 2009, 296:
[40]   Sheng Y, Saridakis V, Sarkari F, Duan S, Wu T, Arrowsmith C H, Frappier L. Molecular recognition of p53 and MDM2 by USP7/HAUSP. Nature Structral and Molecular Biology,2006, 13(3): 285-291.
[41] Holowaty M N, Frappier L. HAUSP/USP7 as an Epstein-Barr virus target. Biochemical Society Transactions,2004, 32(5): 731-732.
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