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Published in: Archives of Virology 12/2017

01-12-2017 | Original Article

Single-cell analysis reveals the relevance of foot-and-mouth disease virus persistence to emopamil-binding protein gene expression in host cells

Authors: Hui Fang, Bing Yuan, Lingling Han, Xiu Xin, Hailong Wang, Fangyan Yu, Congyi Zheng, Chao Shen

Published in: Archives of Virology | Issue 12/2017

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Abstract

Foot-and-mouth disease virus (FMDV) infects host cells in either an acute or persistent manner. In this study, we examined the relevance of the establishment of FMDV persistence to the expression of the emopamil-binding protein (EBP) gene in 231 individual persistently infected baby hamster kidney (BHK-21) cells after passages 28, 38, and 68 (PI28, PI38, and PI68). At PI28, the stage at which persistent infection of FDMV becomes unstable, the percentage of cells carrying FMDV was 66.7%, while 80.2% of cells were EBP positive. Additionally, in 55.6% of the EBP-positive cells at PI28, EBP expression was upregulated approximately 149.9% compared to uninfected BHK-21 cells. This was the highest expression level among all cell passages measured. Interestingly, in a parallel experiment, the average EBP expression level in the whole cell population at PI28 was only slightly higher (108.2%) than that in uninfected BHK-21 cells. At PI38, 98.7% of the cells were positive for FMDV 3D (an RNA-dependent RNA polymerase enzyme gene), and its maximum expression level observed at this passage. The expression level of EBP in 78.2% of the total cells, however, was reduced significantly. At PI68, 95.8% of the cells were 3D positive, and the expression of both the EBP and 3D genes were at the lowest levels of all the passages. Our studies using single cells yielded data that are otherwise inaccessible a using whole cell population. These results suggest that the establishment of persistent infection by FMDV is a dynamic process that results from the continuous adaptation and coevolution of viruses and cells to reach an equilibrium.
Literature
1.
go back to reference Baranowski E, Sevilla N, Verdaguer N, Ruiz-Jarabo CM, Beck E, Domingo E (1998) Multiple virulence determinants of foot-and-mouth disease virus in cell culture. J Virol 72:6362–6372PubMedPubMedCentral Baranowski E, Sevilla N, Verdaguer N, Ruiz-Jarabo CM, Beck E, Domingo E (1998) Multiple virulence determinants of foot-and-mouth disease virus in cell culture. J Virol 72:6362–6372PubMedPubMedCentral
3.
go back to reference Belsham GJ (1993) Distinctive features of foot-and-mouth disease virus, a member of the picornavirus family; aspects of virus protein synthesis, protein processing and structure. Prog Biophys Mol Biol 60:241–260CrossRefPubMed Belsham GJ (1993) Distinctive features of foot-and-mouth disease virus, a member of the picornavirus family; aspects of virus protein synthesis, protein processing and structure. Prog Biophys Mol Biol 60:241–260CrossRefPubMed
4.
go back to reference Bengtsson M, Stahlberg A, Rorsman P, Kubista M (2005) Gene expression profiling in single cells from the pancreatic islets of Langerhans reveals lognormal distribution of mRNA levels. Genome Res 15:1388–1392CrossRefPubMedPubMedCentral Bengtsson M, Stahlberg A, Rorsman P, Kubista M (2005) Gene expression profiling in single cells from the pancreatic islets of Langerhans reveals lognormal distribution of mRNA levels. Genome Res 15:1388–1392CrossRefPubMedPubMedCentral
6.
go back to reference de la Torre JC, Davila M, Sobrino F, Ortin J, Domingo E (1985) Establishment of cell lines persistently infected with foot-and-mouth disease virus. Virology 145:24–35CrossRefPubMed de la Torre JC, Davila M, Sobrino F, Ortin J, Domingo E (1985) Establishment of cell lines persistently infected with foot-and-mouth disease virus. Virology 145:24–35CrossRefPubMed
7.
go back to reference de la Torre JC, Martinez-Salas E, Diez J, Villaverde A, Gebauer F, Rocha E, Davila M, Domingo E (1988) Coevolution of cells and viruses in a persistent infection of foot-and-mouth disease virus in cell culture. J Virol 62:2050–2058PubMedPubMedCentral de la Torre JC, Martinez-Salas E, Diez J, Villaverde A, Gebauer F, Rocha E, Davila M, Domingo E (1988) Coevolution of cells and viruses in a persistent infection of foot-and-mouth disease virus in cell culture. J Virol 62:2050–2058PubMedPubMedCentral
8.
go back to reference de la Torre JC, Martinez-Salas E, Diez J, Domingo E (1989) Extensive cell heterogeneity during persistent infection with foot-and-mouth disease virus. J Virol 63:59–63PubMedPubMedCentral de la Torre JC, Martinez-Salas E, Diez J, Domingo E (1989) Extensive cell heterogeneity during persistent infection with foot-and-mouth disease virus. J Virol 63:59–63PubMedPubMedCentral
9.
go back to reference Dorobantu CM, Albulescu L, Harak C, Feng Q, van Kampen M, Strating JR, Gorbalenya AE, Lohmann V, van der Schaar HM, van Kuppeveld FJ (2015) Modulation of the host lipid landscape to promote RNA virus replication: the picornavirus encephalomyocarditis virus converges on the pathway used by hepatitis C virus. PLoS Pathog 11:e1005185CrossRefPubMedPubMedCentral Dorobantu CM, Albulescu L, Harak C, Feng Q, van Kampen M, Strating JR, Gorbalenya AE, Lohmann V, van der Schaar HM, van Kuppeveld FJ (2015) Modulation of the host lipid landscape to promote RNA virus replication: the picornavirus encephalomyocarditis virus converges on the pathway used by hepatitis C virus. PLoS Pathog 11:e1005185CrossRefPubMedPubMedCentral
10.
go back to reference Escarmis C, Carrillo EC, Ferrer M, Arriaza JF, Lopez N, Tami C, Verdaguer N, Domingo E, Franze-Fernandez MT (1998) Rapid selection in modified BHK-21 cells of a foot-and-mouth disease virus variant showing alterations in cell tropism. J Virol 72:10171–10179PubMedPubMedCentral Escarmis C, Carrillo EC, Ferrer M, Arriaza JF, Lopez N, Tami C, Verdaguer N, Domingo E, Franze-Fernandez MT (1998) Rapid selection in modified BHK-21 cells of a foot-and-mouth disease virus variant showing alterations in cell tropism. J Virol 72:10171–10179PubMedPubMedCentral
11.
go back to reference Forss S, Strebel K, Beck E, Schaller H (1984) Nucleotide sequence and genome organization of foot-and-mouth disease virus. Nucleic Acids Res 12:6587–6601CrossRefPubMedPubMedCentral Forss S, Strebel K, Beck E, Schaller H (1984) Nucleotide sequence and genome organization of foot-and-mouth disease virus. Nucleic Acids Res 12:6587–6601CrossRefPubMedPubMedCentral
12.
go back to reference Grazioli S, Fallacara F, Brocchi E (2013) Mapping of antigenic sites of foot-and-mouth disease virus serotype Asia 1 and relationships with sites described in other serotypes. J Gen Virol 94:559–569CrossRefPubMed Grazioli S, Fallacara F, Brocchi E (2013) Mapping of antigenic sites of foot-and-mouth disease virus serotype Asia 1 and relationships with sites described in other serotypes. J Gen Virol 94:559–569CrossRefPubMed
14.
go back to reference Habiela M, Seago J, Perez-Martin E, Waters R, Windsor M, Salguero FJ, Wood J, Charleston B, Juleff N (2014) Laboratory animal models to study foot-and-mouth disease: a review with emphasis on natural and vaccine-induced immunity. J Gen Virol 95:2329–2345CrossRefPubMedPubMedCentral Habiela M, Seago J, Perez-Martin E, Waters R, Windsor M, Salguero FJ, Wood J, Charleston B, Juleff N (2014) Laboratory animal models to study foot-and-mouth disease: a review with emphasis on natural and vaccine-induced immunity. J Gen Virol 95:2329–2345CrossRefPubMedPubMedCentral
15.
go back to reference Han SC, Guo HC, Sun SQ, Jin Y, Wei YQ, Feng X, Yao XP, Cao SZ, Xiang Liu D, Liu XT (2016) Productive entry of foot-and-mouth disease virus via macropinocytosis independent of phosphatidylinositol 3-kinase. Sci Rep 6:19294CrossRefPubMedPubMedCentral Han SC, Guo HC, Sun SQ, Jin Y, Wei YQ, Feng X, Yao XP, Cao SZ, Xiang Liu D, Liu XT (2016) Productive entry of foot-and-mouth disease virus via macropinocytosis independent of phosphatidylinositol 3-kinase. Sci Rep 6:19294CrossRefPubMedPubMedCentral
16.
go back to reference Herrera M, Grande-Perez A, Perales C, Domingo E (2008) Persistence of foot-and-mouth disease virus in cell culture revisited: implications for contingency in evolution. J Gen Virol 89:232–244CrossRefPubMed Herrera M, Grande-Perez A, Perales C, Domingo E (2008) Persistence of foot-and-mouth disease virus in cell culture revisited: implications for contingency in evolution. J Gen Virol 89:232–244CrossRefPubMed
17.
go back to reference Huang X, Li Y, Zheng CY (2009) A novel single-cell quantitative real-time RT-PCR method for quantifying foot-and-mouth disease viral RNA. J Virol Methods 155:150–156CrossRefPubMed Huang X, Li Y, Zheng CY (2009) A novel single-cell quantitative real-time RT-PCR method for quantifying foot-and-mouth disease viral RNA. J Virol Methods 155:150–156CrossRefPubMed
18.
19.
go back to reference Klein AM, Mazutis L, Akartuna I, Tallapragada N, Veres A, Li V, Peshkin L, Weitz DA, Kirschner MW (2015) Droplet barcoding for single-cell transcriptomics applied to embryonic stem cells. Cell 161:1187–1201CrossRefPubMedPubMedCentral Klein AM, Mazutis L, Akartuna I, Tallapragada N, Veres A, Li V, Peshkin L, Weitz DA, Kirschner MW (2015) Droplet barcoding for single-cell transcriptomics applied to embryonic stem cells. Cell 161:1187–1201CrossRefPubMedPubMedCentral
20.
go back to reference Knowles NJ, Samuel AR (2003) Molecular epidemiology of foot-and-mouth disease virus. Virus Res 91:65–80CrossRefPubMed Knowles NJ, Samuel AR (2003) Molecular epidemiology of foot-and-mouth disease virus. Virus Res 91:65–80CrossRefPubMed
21.
go back to reference Konry T, Sarkar S, Sabhachandani P, Cohen N (2016) Innovative tools and technology for analysis of single cells and cell–cell interaction. Annu Rev Biomed Eng 18:259–284CrossRefPubMed Konry T, Sarkar S, Sabhachandani P, Cohen N (2016) Innovative tools and technology for analysis of single cells and cell–cell interaction. Annu Rev Biomed Eng 18:259–284CrossRefPubMed
22.
go back to reference Kopliku L, Relmy A, Romey A, Gorna K, Zientara S, Bakkali-Kassimi L, Blaise-Boisseau S (2015) Establishment of persistent foot-and-mouth disease virus (FMDV) infection in MDBK cells. Arch Virol 160:2503–2516CrossRefPubMed Kopliku L, Relmy A, Romey A, Gorna K, Zientara S, Bakkali-Kassimi L, Blaise-Boisseau S (2015) Establishment of persistent foot-and-mouth disease virus (FMDV) infection in MDBK cells. Arch Virol 160:2503–2516CrossRefPubMed
23.
go back to reference Krojer M, Muller C, Bracher F (2014) Steroidomimetic aminomethyl spiroacetals as novel inhibitors of the enzyme Delta 8,7-sterol isomerase in cholesterol biosynthesis. Archiv der Pharmazie 347:108–122CrossRefPubMed Krojer M, Muller C, Bracher F (2014) Steroidomimetic aminomethyl spiroacetals as novel inhibitors of the enzyme Delta 8,7-sterol isomerase in cholesterol biosynthesis. Archiv der Pharmazie 347:108–122CrossRefPubMed
24.
go back to reference Li Y, Huang X, Xia B, Zheng C (2009) Development and validation of a duplex quantitative real-time RT-PCR assay for simultaneous detection and quantitation of foot-and-mouth disease viral positive-stranded RNAs and negative-stranded RNAs. J Virol Methods 161:161–167CrossRefPubMed Li Y, Huang X, Xia B, Zheng C (2009) Development and validation of a duplex quantitative real-time RT-PCR assay for simultaneous detection and quantitation of foot-and-mouth disease viral positive-stranded RNAs and negative-stranded RNAs. J Virol Methods 161:161–167CrossRefPubMed
25.
go back to reference Liang T, Yang D, Liu M, Sun C, Wang F, Wang J, Wang H, Song S, Zhou G, Yu L (2014) Selection and characterization of an acid-resistant mutant of serotype O foot-and-mouth disease virus. Arch Virol 159:657–667CrossRefPubMed Liang T, Yang D, Liu M, Sun C, Wang F, Wang J, Wang H, Song S, Zhou G, Yu L (2014) Selection and characterization of an acid-resistant mutant of serotype O foot-and-mouth disease virus. Arch Virol 159:657–667CrossRefPubMed
26.
go back to reference Martinez-Salas E, Saiz JC, Davila M, Belsham GJ, Domingo E (1993) A single nucleotide substitution in the internal ribosome entry site of foot-and-mouth disease virus leads to enhanced cap-independent translation in vivo. J Virol 67:3748–3755PubMedPubMedCentral Martinez-Salas E, Saiz JC, Davila M, Belsham GJ, Domingo E (1993) A single nucleotide substitution in the internal ribosome entry site of foot-and-mouth disease virus leads to enhanced cap-independent translation in vivo. J Virol 67:3748–3755PubMedPubMedCentral
27.
go back to reference Parthiban AB, Mahapatra M, Gubbins S, Parida S (2015) Virus excretion from foot-and-mouth disease virus carrier cattle and their potential role in causing new outbreaks. PLoS One 10:e0128815CrossRefPubMedPubMedCentral Parthiban AB, Mahapatra M, Gubbins S, Parida S (2015) Virus excretion from foot-and-mouth disease virus carrier cattle and their potential role in causing new outbreaks. PLoS One 10:e0128815CrossRefPubMedPubMedCentral
28.
go back to reference Patil S, Fribourg M, Ge Y, Batish M, Tyagi S, Hayot F, Sealfon SC (2015) Single-cell analysis shows that paracrine signaling by first responder cells shapes the interferon-β response to viral infection. Sci Signal 8:ra16CrossRefPubMed Patil S, Fribourg M, Ge Y, Batish M, Tyagi S, Hayot F, Sealfon SC (2015) Single-cell analysis shows that paracrine signaling by first responder cells shapes the interferon-β response to viral infection. Sci Signal 8:ra16CrossRefPubMed
29.
go back to reference Prato Murphy ML, Meyer RF, Mebus C, Schudel AA, Rodriguez M (1994) Analysis of sites of foot and mouth disease virus persistence in carrier cattle via the polymerase chain reaction. Arch Virol 136:299–307CrossRefPubMed Prato Murphy ML, Meyer RF, Mebus C, Schudel AA, Rodriguez M (1994) Analysis of sites of foot and mouth disease virus persistence in carrier cattle via the polymerase chain reaction. Arch Virol 136:299–307CrossRefPubMed
30.
go back to reference Proenca JT, Nelson D, Nicoll MP, Connor V, Efstathiou S (2016) Analyses of herpes simplex virus type 1 latency and reactivation at the single cell level using fluorescent reporter mice. J Gen Virol 97:767–777CrossRefPubMedPubMedCentral Proenca JT, Nelson D, Nicoll MP, Connor V, Efstathiou S (2016) Analyses of herpes simplex virus type 1 latency and reactivation at the single cell level using fluorescent reporter mice. J Gen Virol 97:767–777CrossRefPubMedPubMedCentral
31.
go back to reference Salt JS, Samuel AR, Kitching RP (1996) Antigenic analysis of type O foot-and-mouth disease virus in the persistently infected bovine. Arch Virol 141:1407–1421CrossRefPubMed Salt JS, Samuel AR, Kitching RP (1996) Antigenic analysis of type O foot-and-mouth disease virus in the persistently infected bovine. Arch Virol 141:1407–1421CrossRefPubMed
33.
go back to reference Shalek AK, Satija R, Adiconis X, Gertner RS, Gaublomme JT, Raychowdhury R, Schwartz S, Yosef N, Malboeuf C, Lu D, Trombetta JJ, Gennert D, Gnirke A, Goren A, Hacohen N, Levin JZ, Park H, Regev A (2013) Single-cell transcriptomics reveals bimodality in expression and splicing in immune cells. Nature 498:236–240CrossRefPubMedPubMedCentral Shalek AK, Satija R, Adiconis X, Gertner RS, Gaublomme JT, Raychowdhury R, Schwartz S, Yosef N, Malboeuf C, Lu D, Trombetta JJ, Gennert D, Gnirke A, Goren A, Hacohen N, Levin JZ, Park H, Regev A (2013) Single-cell transcriptomics reveals bimodality in expression and splicing in immune cells. Nature 498:236–240CrossRefPubMedPubMedCentral
34.
go back to reference Silve S, Dupuy PH, Labit-Lebouteiller C, Kaghad M, Chalon P, Rahier A, Taton M, Lupker J, Shire D, Loison G (1996) Emopamil-binding protein, a mammalian protein that binds a series of structurally diverse neuroprotective agents, exhibits delta8-delta7 sterol isomerase activity in yeast. J Biol Chem 271:22434–22440CrossRefPubMed Silve S, Dupuy PH, Labit-Lebouteiller C, Kaghad M, Chalon P, Rahier A, Taton M, Lupker J, Shire D, Loison G (1996) Emopamil-binding protein, a mammalian protein that binds a series of structurally diverse neuroprotective agents, exhibits delta8-delta7 sterol isomerase activity in yeast. J Biol Chem 271:22434–22440CrossRefPubMed
35.
go back to reference Strating JR, van der Schaar HM, van Kuppeveld FJ (2013) Cholesterol: fa(s)t-food for enterovirus genome replication. Trends Microbiol 21:560–561CrossRefPubMed Strating JR, van der Schaar HM, van Kuppeveld FJ (2013) Cholesterol: fa(s)t-food for enterovirus genome replication. Trends Microbiol 21:560–561CrossRefPubMed
36.
go back to reference Sutmoller P, Barteling SJ (2004) Discussion Paper on the risks posed by FMD carriers occurring amongst vaccinated cattle Sutmoller P, Barteling SJ (2004) Discussion Paper on the risks posed by FMD carriers occurring amongst vaccinated cattle
38.
go back to reference Toyohara J, Sakata M, Ishiwata K (2012) Re-evaluation of in vivo selectivity of [(11)C]SA4503 to sigma(1) receptors in the brain: contributions of emopamil binding protein. Nucl Med Biol 39:1049–1052CrossRefPubMed Toyohara J, Sakata M, Ishiwata K (2012) Re-evaluation of in vivo selectivity of [(11)C]SA4503 to sigma(1) receptors in the brain: contributions of emopamil binding protein. Nucl Med Biol 39:1049–1052CrossRefPubMed
39.
go back to reference Verin B (2011) The possible role and significance of carrier swamp buffalo in the transmission of Foot and Mouth Disease in South East Asia (SEA). Rev Am Hist 39:310–312 Verin B (2011) The possible role and significance of carrier swamp buffalo in the transmission of Foot and Mouth Disease in South East Asia (SEA). Rev Am Hist 39:310–312
40.
41.
go back to reference Xiong Y, Lin M, Yuan B, Yuan T, Zheng C (2009) Expression of exogenous IFN-alpha by bypassing the translation block protects cells against FMDV infection. Antivir Res 84:60–66CrossRefPubMed Xiong Y, Lin M, Yuan B, Yuan T, Zheng C (2009) Expression of exogenous IFN-alpha by bypassing the translation block protects cells against FMDV infection. Antivir Res 84:60–66CrossRefPubMed
42.
go back to reference Yang X, Zhou YS, Wang HN, Zhang Y, Wei K, Wang T (2011) Isolation, identification and complete genome sequence analysis of a strain of foot-and-mouth disease virus serotype Asia1 from pigs in southwest of China. Virol J 8:175CrossRefPubMedPubMedCentral Yang X, Zhou YS, Wang HN, Zhang Y, Wei K, Wang T (2011) Isolation, identification and complete genome sequence analysis of a strain of foot-and-mouth disease virus serotype Asia1 from pigs in southwest of China. Virol J 8:175CrossRefPubMedPubMedCentral
43.
go back to reference Yoon SH, Lee KN, Park JH, Kim H (2011) Molecular epidemiology of foot-and-mouth disease virus serotypes A and O with emphasis on Korean isolates: temporal and spatial dynamics. Arch Virol 156:817–826CrossRefPubMed Yoon SH, Lee KN, Park JH, Kim H (2011) Molecular epidemiology of foot-and-mouth disease virus serotypes A and O with emphasis on Korean isolates: temporal and spatial dynamics. Arch Virol 156:817–826CrossRefPubMed
44.
go back to reference Yuan B, Fang H, Shen C, Zheng C (2015) Expression of porcine Mx1 with FMDV IRES enhances the antiviral activity against foot-and-mouth disease virus in PK-15 cells. Arch Virol 160:1989–1999CrossRefPubMed Yuan B, Fang H, Shen C, Zheng C (2015) Expression of porcine Mx1 with FMDV IRES enhances the antiviral activity against foot-and-mouth disease virus in PK-15 cells. Arch Virol 160:1989–1999CrossRefPubMed
45.
go back to reference Zhang H, Li Y, Huang X, Zheng C (2013) Global transcriptional analysis of model of persistent FMDV infection reveals critical role of host cells in persistence. Vet Microbiol 162:321–329CrossRefPubMed Zhang H, Li Y, Huang X, Zheng C (2013) Global transcriptional analysis of model of persistent FMDV infection reveals critical role of host cells in persistence. Vet Microbiol 162:321–329CrossRefPubMed
Metadata
Title
Single-cell analysis reveals the relevance of foot-and-mouth disease virus persistence to emopamil-binding protein gene expression in host cells
Authors
Hui Fang
Bing Yuan
Lingling Han
Xiu Xin
Hailong Wang
Fangyan Yu
Congyi Zheng
Chao Shen
Publication date
01-12-2017
Publisher
Springer Vienna
Published in
Archives of Virology / Issue 12/2017
Print ISSN: 0304-8608
Electronic ISSN: 1432-8798
DOI
https://doi.org/10.1007/s00705-017-3546-3

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