Skip to main content
Log in

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

  • Original Article
  • Published:
Archives of Virology Aims and scope Submit manuscript

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.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  1. 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 72:6362–6372

    CAS  PubMed  PubMed Central  Google Scholar 

  2. Belov GA, Sztul E (2014) Rewiring of cellular membrane homeostasis by picornaviruses. J Virol 88:9478–9489

    Article  PubMed  PubMed Central  Google Scholar 

  3. 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 60:241–260

    Article  CAS  PubMed  Google Scholar 

  4. 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 15:1388–1392

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Danthi P, Chow M (2004) Cholesterol removal by methyl-beta-cyclodextrin inhibits poliovirus entry. J Virol 78:33–41

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. 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 145:24–35

    Article  PubMed  Google Scholar 

  7. 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 62:2050–2058

    PubMed  PubMed Central  Google Scholar 

  8. 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 63:59–63

    PubMed  PubMed Central  Google Scholar 

  9. 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:e1005185

    Article  PubMed  PubMed Central  Google Scholar 

  10. 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 72:10171–10179

    CAS  PubMed  PubMed Central  Google Scholar 

  11. Forss S, Strebel K, Beck E, Schaller H (1984) Nucleotide sequence and genome organization of foot-and-mouth disease virus. Nucleic Acids Res 12:6587–6601

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. 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 94:559–569

    Article  CAS  PubMed  Google Scholar 

  13. Grubman MJ, Baxt B (2004) Foot-and-mouth disease. Clin Microbiol Rev 17:465–493

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. 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 95:2329–2345

    Article  PubMed  PubMed Central  Google Scholar 

  15. 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 6:19294

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. 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 89:232–244

    Article  CAS  PubMed  Google Scholar 

  17. 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 155:150–156

    Article  CAS  PubMed  Google Scholar 

  18. Huang X, Li Y, Fang H, Zheng C (2011) Establishment of persistent infection with foot-and-mouth disease virus in BHK-21 cells. Virol J 8:169

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  19. 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 161:1187–1201

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  20. Knowles NJ, Samuel AR (2003) Molecular epidemiology of foot-and-mouth disease virus. Virus Res 91:65–80

    Article  CAS  PubMed  Google Scholar 

  21. 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 18:259–284

    Article  CAS  PubMed  Google Scholar 

  22. 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 160:2503–2516

    Article  CAS  PubMed  Google Scholar 

  23. 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 347:108–122

    Article  CAS  PubMed  Google Scholar 

  24. 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 161:161–167

    Article  CAS  PubMed  Google Scholar 

  25. 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 159:657–667

    Article  CAS  PubMed  Google Scholar 

  26. 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 67:3748–3755

    CAS  PubMed  PubMed Central  Google Scholar 

  27. 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:e0128815

    Article  PubMed  PubMed Central  Google Scholar 

  28. 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:ra16

    Article  PubMed  Google Scholar 

  29. 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 136:299–307

    Article  CAS  PubMed  Google Scholar 

  30. 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 97:767–777

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  31. Salt JS, Samuel AR, Kitching RP (1996) Antigenic analysis of type O foot-and-mouth disease virus in the persistently infected bovine. Arch Virol 141:1407–1421

    Article  CAS  PubMed  Google Scholar 

  32. Schulte MB, Andino R (2014) Single-cell analysis uncovers extensive biological noise in poliovirus replication. J Virol 88:6205–6212

    Article  PubMed  PubMed Central  Google Scholar 

  33. 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 498:236–240

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  34. 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 271:22434–22440

    Article  CAS  PubMed  Google Scholar 

  35. Strating JR, van der Schaar HM, van Kuppeveld FJ (2013) Cholesterol: fa(s)t-food for enterovirus genome replication. Trends Microbiol 21:560–561

    Article  CAS  PubMed  Google Scholar 

  36. Sutmoller P, Barteling SJ (2004) Discussion Paper on the risks posed by FMD carriers occurring amongst vaccinated cattle

  37. Tang F, Lao K, Surani MA (2011) Development and applications of single-cell transcriptome analysis. Nat Methods 8:S6–11

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  38. 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 39:1049–1052

    Article  CAS  PubMed  Google Scholar 

  39. 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

    Google Scholar 

  40. Wang G, Wang Y, Shang Y, Zhang Z, Liu X (2015) How foot-and-mouth disease virus receptor mediates foot-and-mouth disease virus infection. Virol J 12:9

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  41. 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 84:60–66

    Article  CAS  PubMed  Google Scholar 

  42. 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 8:175

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  43. 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 156:817–826

    Article  CAS  PubMed  Google Scholar 

  44. 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 160:1989–1999

    Article  CAS  PubMed  Google Scholar 

  45. 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 162:321–329

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgements

We thank XW and XGD for technical support and helpful discussion during the preparation of the manuscript. This work was funded by the National Natural Sciences Foundation of China (no. 31370185), the National Basic Research Program of China (no. 2011CB504800), and the National Infrastructure of Natural Resources for Science and Technology Program (no. 2011-572) to C. Zheng.

Author information

Authors and Affiliations

Authors

Contributions

FH and SC conceived the study and designed the experiments. FH, YB, HLL, XX, WHL, and YFY carried out the experimental work. FH, SC, and ZCY analyzed the data and wrote the paper. All authors have read and approved the final manuscript.

Corresponding authors

Correspondence to Congyi Zheng or Chao Shen.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Ethical approval

This work does not contain any studies with human participants or animals.

Additional information

Handling Editor: Tim Skern.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Fang, H., Yuan, B., Han, L. et al. Single-cell analysis reveals the relevance of foot-and-mouth disease virus persistence to emopamil-binding protein gene expression in host cells. Arch Virol 162, 3791–3802 (2017). https://doi.org/10.1007/s00705-017-3546-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00705-017-3546-3

Navigation