Screening and Analysis of Differentially Expressed Genes in Vero Cells Infected with Porcine epidemic diarrhea virus
YANG Lin1, LIU Ying1, SHU Jin-Qi1, TAO Si-Rui1, JIANG Cai-Ying1,*, SHU Jian-Hong1,2,*
1 College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou 310018, China; 2 Shaoxing Biomedical Research Institute, Zhejiang Sci-Tech University, Shaoxing 312000, China
Abstract:Porcine epidemic diarrhea virus (PEDV) is the pathogen that causes porcine (Sus scrofa domesticus) epidemic diarrhea. PEDV infection mainly causes severe diarrhea, vomiting and dehydration in pigs, resulting in extremely high mortality of pigs. The mortality rate of piglets within 6 days of age after infection with PEDV is even as high as 100%, which has caused great economic losses to the pig industry in the world, which seriously affected the healthy development of the pig industry. In order to study the pathogenic mechanism of PEDV, PEDV was inoculated into Vero cells cultured in vitro, and total RNA from non-infected PEDV control group, PEDV 12 h group, and PEDV 24 h group Vero cells was extracted for Illumina high-throughput sequencing. 56789250, 48406834, 52574920, 51348394, 62905540, 54244594, 50051472, 67574592, and 57516788 sequencing raw data were obtained, respectively. The raw data was filtered, and 56126966, 47748166, 51932440, 50756174, 62190894, 53605948, 49571034, 66728750, and 56851386 filtered data (clean reads) were obtained. The correlation coefficients between samples were all greater than 0.98, indicating that the correlation between samples was qualified. Bioinformatics analysis of the sequenced data revealed that compared with the group uninfected with PEDV, there were 4 differentially expressed genes in the group infected with PEDV 12 h (P<0.05), and 1 498 differentially expressed genes in the group infected with PEDV for 24 h (P<0.05), respectively; compared with the group infected with PEDV for 12 h, there were 1 643 differentially expressed genes in the group infected with PEDV for 24 h (P<0.05). Five differentially expressed genes were randomly selected for qRT-PCR verification analysis, and the verification results were consistent with the transcriptome sequencing results, indicated that the transcriptome sequencing results were relatively reliable and can be used for further bioinformatics analysis. The Gene Ontology (GO) function annotation analysis was performed on the differentially expressed genes screened above. The GO annotations of differentially expressed genes were classified into three aspects of biological process, cell composition, and molecular function, respectively, and involved cell process, biological regulation, metabolic processes, cell composition, organelle composition, and catalytic activity. The Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis was performed on the above-mentioned differentially expressed genes, and the results showed that when Vero cells were infected with PEDV for 12 h, 4 differentially expressed genes in the African green monkey (Chlorocebus sabaeus) genome gene annotation were enriched in the NOD-like receptor signaling pathway and microRNAs in cancer signaling pathway; For 24 h post-infection, some cells exhibited severe cytopathic effects, while most of the cells were not detached from the well bottom of culture plates, the differentially expressed genes in the African green monkey genome gene annotation were mainly concentrated in TNF (tumor necrosis factor) signal pathway, P53 (tumor protein 53) signal pathway, Jak-STAT (Janus kinase/signal transducer and activator of tran-ions) signal pathway, MAPK (mitogen-activated protein kinase) signal pathway and immune inflammation, respectively. According to the signal pathway activated by PEDV infection, it can be judged that when cells were infected with PEDV, they can affect the virus's ability to invade and replicate by regulating autoimmunity and inducing apoptosis. The differentially expressed genes found in this study provide data references for further research on the pathogenic mechanism of PEDV.
杨琳, 刘影, 舒金琪, 陶思锐, 蒋彩英, 舒建洪. 猪流行性腹泻病毒感染Vero细胞差异表达基因的筛选与分析[J]. 农业生物技术学报, 2021, 29(2): 327-339.
YANG Lin, LIU Ying, SHU Jin-Qi, TAO Si-Rui, JIANG Cai-Ying, SHU Jian-Hong. Screening and Analysis of Differentially Expressed Genes in Vero Cells Infected with Porcine epidemic diarrhea virus. 农业生物技术学报, 2021, 29(2): 327-339.
[1] 刘伟, 黄玮, 李瑞琴. 2016. MAPK/ERK信号传导通路与肿瘤发生的相关机制研究进展[J]. 中国现代医药杂志, 18(08): 97-100. (Liu W, Huang W, Li R Q.2016. Research progress on the mechanism of MAPK/ERK signaling pathway and tumorigenesis[J]. Modern Medicine Journal of China, 18(8): 97-100) [2] 刘媛, 顾芮嘉, 邱衍伦, 等. 2020. 基于同位素标记相对和绝对定量技术研究耐铬(Ⅵ)菌株CM01的蛋白定量组学[J]. 微生物学通报, 19(5): 1-16. (Liu Y, Gu R, Qiu Y L, et al.2020. Quantitative proteomic in hexavalent chromiumresistance CM01 by isobaric tags for relative and absolute quantitation techniques (iTRAQ)[J]. Microbiology China, 19(5): 1-16.) [3] 马国剑, 黄菁, 贾浩, 等. 2012. 稳定转染结合流式分选技术筛选猪GBP1, GBP2基因高表达PK-15细胞[J]. 生物技术通报, 25(7): 194-198. ( Ma G J, Huang J, Jia H, et al.2012. Stable transfection combined with flow sorting technology to screen pig PK-15 cells with high expression of GBP1 and GBP2 genes[J]. Biotechnology Bulletin, 25(7): 194-198. ) [4] 萨其拉, 刘孟珉, 贺福初, 等. 1999. TNF受体家族介导的细胞凋亡信号转导[J]. 生物化学与生物物理进展, 26(4): 327-330. ( Sa Q L, Liu M M, He F C, et al.1999. TNF receptor family-mediated apoptosis signal transduction[J]. Progress in Biochemistry and Biophysics, 26(4): 327-330. ) [5] 晏星. 2014. 猪GBP1、GBP2基因的克隆及其对PRRSV和PRV增殖的影响[D]. 硕士学位论文, 华中农业大学, 导师: 江云波. pp. 1-55. ( Yan X.2014. Cloning of porcine GBP1 and GBP2 genes and investigation of its anti-viral effect on PRRSV and PRV propagation[D]. Thesis for M.S., Huazhong Agricultural University, Tutor: Jiang Y B. pp. 1-55. ) [6] 张潇芸, 姜英,杨军. 2013. p53非依赖性信号通路在DNA损伤致细胞凋亡中的研究进展[J]. 浙江大学学报(医学版), 42(02): 217-223. ( Zhnag X Y, Jiang Y, Yang J.2013. Research progress of p53-independent signaling pathway in apoptosis induced by DNA damage[J]. Journal of Zhejiang University (Medical Sciences), 42(02): 217-223. ) [7] 朱自果,张庆田,李秀杰. 2020. 燕山葡萄MAPK基因的克隆、亚细胞定位及表达分析[J]. 农业生物技术学报,28(03): 429-440. ( Zhu Z G, Zhang Q T, Li X J.2020. Cloning, subcellular localization and expression analysis of MAPK genes from Vitis yeshanesis[J]. Journal of Agricultural Biotechnology, 28(03): 429-440. ) [8] Anderson S L, Carton J M, Lou J, et al.1999. Interferon-induced guanylate binding protein-1 (GBP-1) mediates an antiviral effect against Vesicular stomatitis virus and Encephalomyocarditis virus[J]. Virology, 256(1): 8-14. [9] Balzano T, Arenas Y M, Dadsetan S, et al.2020. Sustained hyperammonemia induces TNF-a IN Purkinje neurons by activating the TNFR1-NF-kappaB pathway[J]. Journal of Neuroinflammation, 17(1): 70-76. [10] Brian D A and Baric R S.2005. Coronavirus genome structure and replication[J]. Current Topics in Microbiology and Immunology, 287(3): 1-30. [11] Cai Y, Wang D, Zhou L, et al.2019. Application of RNAscope technology to studying the infection dynamics of a Chinese Porcine epidemic diarrhea virus variant strain BJ2011C in neonatal piglets[J]. Veterinary Microbiology, 235(8): 220-228. [12] Carter C C, Gorbacheva V Y and Vestal D J2005. Inhibition of VSV and EMCV replication by the interferon-induced GTPase, mGBP-2: Differential requirement for wild-type GTP binding domain[J]. Archives of Virology, 150(6): 1213-1220. [13] Choi H J, Kim J H, Lee C H, et al.2009. Antiviral activity of quercetin 7-rhamnoside against Porcine epidemic diarrhea virus[J]. Antiviral Research, 81(1): 77-81. [14] Fan B, Jiao D, Zhang R, et al.2019. Origin and epidemic status of Porcine epidemic diarrhea virus variants in China[J]. Transboundary and Emerging Diseases, 67(3): 1364-1370. [15] Han J, Flemington C, Houghton A B, et al.2001. Expression of bbc3, a pro-apoptotic BH3-only gene, is regulated by diverse cell death and survival signals[J]. Proceedings of the National Academy of Sciences of the United States of America, 98(20): 11318-11323. [16] Hehlgans T and Pfeffer K.2005. The intriguing biology of the tumour necrosis factor/tumour necrosis factor receptor superfamily: Players, rules and the games[J]. Immunology, 115(1): 1-20. [17] Inamura N, Araki T, Enokido Y, et al.2000. Role of p53 in DNA strand break-induced apoptosis in organotypic slice culture from the mouse cerebellum[J]. Journal of Neuroscience Research, 60(4): 450-457. [18] Lee C2015. Porcine epidemic diarrhea virus: An emerging and re-emerging epizootic swine virus[J]. Journal of Virology, 12(1): 193-208. [19] Lee C, Kim Y and Jeon J H2016. JNK and p38 mitogen-activated protein kinase pathways contribute to Porcine epidemic diarrhea virus infection[J]. Virus Research, 222(8): 1-12. [20] Lee D K, Park C K, Kim S H, et al.2010. Heterogeneity in spike protein genes of Porcine epidemic diarrhea viruses isolated in Korea[J]. Virus Research, 149(2): 175-182. [21] Li W, Li H, Liu Y, et al.2012. New variants of Porcine epidemic diarrhea virus, China, 2011[J]. Emerging Infectious Diseases, 18(8): 1350-1353. [22] Lin X M, Chen H and Zhan X L.2019. MiR-203 regulates JAK-STAT pathway in affecting pancreatic cancer cells proliferation and apoptosis by targeting SOCS3[J]. European Review for Medical and Pharmacological Sciences, 23(16): 6906-6913. [23] Lu Y, Zhou J, Xu C, et al.2008. JAK/STAT and PI3K/AKT pathways form a mutual transactivation loop and afford resistance to oxidative stress-induced apoptosis in cardiomyocytes[J]. Cellular Physiology And Biochemistry, 21(4): 305-314. [24] Nakano K and Vousden K H2001. Puma, a novel proapoptotic gene, is induced by p53[J]. Molecular Cell, 7(3): 683-694. [25] Pei S, Wu H, Huang J, et al.2018. Porcine epidemic diarrhea virus through p53-dependent pathway causes cell cycle arrest in the G0/G1 phase[J]. Virus Research, 253(5): 1-11. [26] Pensaert M B and de Bouck P.1978. A new coronavirus-like particle associated with diarrhea in swine[J]. Archives of Virology, 58(3): 243-247. [27] Rawlings J S, Rosler K M and Harrison D A.2004. The JAK/STAT signaling pathway[J]. Journal of Cell Science, 117(Pt 8): 1281-1283. [28] Sato T, Takeyama N, Katsumata A, et al.2011. Mutations in the spike gene of Porcine epidemic diarrhea virus associated with growth adaptation in vitro and attenuation of virulence in vivo[J]. Virus Genes, 43(1): 72-78. [29] Shi W, Fan W, Bai J, et al.2017. TMPRSS2 and MSPL facilitate trypsin-independent Porcine epidemic diarrhea virus replication in Vero cells[J]. Viruses, 9(5): 114-130. [30] Spender L C, Carter M J, O'Brien D I, et al.2013. Transforming growth factor-beta directly induces p53-up-regulated modulator of apoptosis (PUMA) during the rapid induction of apoptosis in myc-driven B-cell lymphomas[J]. The Journal of Biological Chemistry, 288(7): 5198-5209. [31] Stephanou A, Brar B K, Scarabelli T M, et al.2000. Ischemia-induced STAT-1 expression and activation play a critical role in cardiomyocyte apoptosis[J]. The Journal of Biological Chemistry, 275(14): 10002-10008. [32] Sun D, Shi H, Guo D, et al.2015. Analysis of protein expression changes of the Vero E6 cells infected with classic PEDV strain CV777 by using quantitative proteomic technique[J]. Journal of Virological Methods, 218(6): 27-39. [33] Sun J, Wang J, Li L, et al.2020. ROS induced by spring viraemia of carp virus activate the inflammatory response via the MAPK/AP-1 and PI3K signaling pathways[J]. Fish and Shellfish Immunology, 101(6): 216-224. [34] Ying Z, Li X, Dang H, et al.2020. Molecular immune mechanisms of HPV-infected HaCaT cells in vitro based on toll-like receptors signaling pathway[J]. Journal of Clinical Laboratory Analysis, 34(3): 1-16. [35] Zhang X, Li P, Zheng Q, et al.2019. Lactobacillus acidophilus S-layer protein-mediated inhibition of PEDV-induced apoptosis of Vero cells[J]. Veterinary Microbiology, 229(10): 159-167. [36] Zhao S H, Kuhar D, Lunney J K, et al.2006. Gene expression profiling in Salmonella choleraesuis-infected porcine lung using a long oligonucleotide microarray[J]. Mammalian Genome, 17(7): 777-789.