Access the full text.
Sign up today, get DeepDyve free for 14 days.
長沼 篤 (2001)
Activation of the interferon-inducible 2'-5'-oligoadenylate synthetase gene by hepatitis C virus core protein
E. Ostlund, R. Crom, Douglas Pedersen, Donna Johnson, W. Williams, B. Schmitt (2001)
Equine West Nile encephalitis, United States.Emerging Infectious Diseases, 7
A. Perelygin, S. Scherbik, I. Zhulin, B. Stockman, Yan Li, M. Brinton (2002)
Positional cloning of the murine flavivirus resistance geneProceedings of the National Academy of Sciences of the United States of America, 99
(2005)
Stata Statistical Software: Release 9.
Jean Lim, A. Lisco, David McDermott, L. Huynh, J. Ward, B. Johnson, H. Johnson, J. Pape, Gregory Foster, D. Krysztof, D. Follmann, S. Stramer, L. Margolis, P. Murphy (2009)
Genetic Variation in OAS1 Is a Risk Factor for Initial Infection with West Nile Virus in ManPLoS Pathogens, 5
J. Fleming, T. Spencer, S. Safe, F. Bazer (2006)
Estrogen regulates transcription of the ovine oxytocin receptor gene through GC-rich SP1 promoter elements.Endocrinology, 147 2
S. Pullamsetti, Stefanie Krick, Hüseyin Yilmaz, H. Ghofrani, Christian Schudt, Norbert Weissmann, Beate Fuchs, Werner Seeger, F. Grimminger, R. Schermuly (2005)
Inhaled tolafentrine reverses pulmonary vascular remodeling via inhibition of smooth muscle cell migrationRespiratory Research, 6
M. Clemens, B. Williams (1978)
Inhibition of cell-free protein synthesis by pppA2′ p5′ A2′ p5′ A: a novel oligonucleotide synthesized by interferon-treated L cell extractsCell, 13
J. Wigginton, D. Cutler, G. Abecasis (2005)
A note on exact tests of Hardy-Weinberg equilibrium.American journal of human genetics, 76 5
P. Benech, Marc Vigneron, David Peretz, Michel Revel, J. Chebath (1987)
Interferon-responsive regulatory elements in the promoter of the human 2',5'-oligo(A) synthetase geneMolecular and Cellular Biology, 7
G. Floyd-Smith, Q. Wang, G. Sen (1999)
Transcriptional induction of the p69 isoform of 2',5'-oligoadenylate synthetase by interferon-beta and interferon-gamma involves three regulatory elements and interferon-stimulated gene factor 3.Experimental cell research, 246 1
(2008)
R: A Language and Environment for Statistical Computing.
(2005)
Stata Statistical Software: Release 9. College Station, Texas: StataCorp LP
N. Blackburn, F. Reyers, W. Berry, A. Shepherd (1989)
Susceptibility of dogs to West Nile virus: a survey and pathogenicity trial.Journal of comparative pathology, 100 1
G. Heeke, T. Ott, Andre Strauss, Domenico Ammaturo, F. Bazer (1996)
High yield expression and secretion of the ovine pregnancy recognition hormone interferon-tau by Pichia pastoris.Journal of interferon & cytokine research : the official journal of the International Society for Interferon and Cytokine Research, 16 2
Ilkal Ma, Y. Prasanna, Jacob Pg, G. Geevarghese, K. Banerjee (1994)
Experimental studies on the susceptibility of domestic pigs to West Nile virus followed by Japanese encephalitis virus infection and vice versa.Acta virologica, 38 3
C. Baglioni, M. Minks, P. Maroney (1978)
Interferon action may be mediated by activation of a nuclease by pppA2′p5′A2′p5′ANature, 273
J. Rios, A. Perelygin, M. Long, T. Lear, A. Zharkikh, M. Brinton, D. Adelson (2007)
Characterization of the equine 2'-5' oligoadenylate synthetase 1 (OAS1) and ribonuclease L (RNASEL) innate immunity genesBMC Genomics, 8
C. Elco, Jeanna Guenther, B. Williams, G. Sen (2005)
Analysis of Genes Induced by Sendai Virus Infection of Mutant Cell Lines Reveals Essential Roles of Interferon Regulatory Factor 3, NF-κB, and Interferon but Not Toll-Like Receptor 3Journal of Virology, 79
W. Roberts, A. Hovanessian, Ronald Brown, M. Clemens, I. Kerr (1976)
Interferon-mediated protein kinase and low-molecular-weight inhibitor of protein synthesisNature, 264
A. Naganuma, A. Nozaki, Torahiko Tanaka, K. Sugiyama, Hitoshi Takagi, M. Mori, K. Shimotohno, N. Kato (2000)
Activation of the Interferon-Inducible 2′-5′-Oligoadenylate Synthetase Gene by Hepatitis C Virus Core ProteinJournal of Virology, 74
Sandra Pellegrini, Joseph John, Moira Shearer, Ian Kerr, G. Stark (1989)
Use of a selectable marker regulated by alpha interferon to obtain mutations in the signaling pathwayMolecular and Cellular Biology, 9
(1982)
Arboviral Zoonoses in Africa, West Nile Fever Zoonoses Section B: Viral Zoonoses
A. Perelygin, A. Zharkikh, S. Scherbik, M. Brinton (2006)
The Mammalian 2′-5′ Oligoadenylate Synthetase Gene Family: Evidence for Concerted Evolution of Paralogous Oas1 Genes in Rodentia and ArtiodactylaJournal of Molecular Evolution, 63
A. Kajaste-Rudnitski, T. Mashimo, M. Frenkiel, J. Guénet, Marianne Lucas, P. Desprès (2006)
The 2′,5′-Oligoadenylate Synthetase 1b Is a Potent Inhibitor of West Nile Virus Replication Inside Infected Cells*Journal of Biological Chemistry, 281
M. Tnani, B. Bayard (1998)
Lack of 2',5'-oligoadenylate-dependent RNase expression in the human hepatoma cell line HepG2.Biochimica et biophysica acta, 1402 2
B. Barnard, S. Voges (1986)
Flaviviruses in South Africa: pathogenicity for sheep.The Onderstepoort journal of veterinary research, 53 4
S. Scherbik, B. Stockman, M. Brinton (2007)
Differential Expression of Interferon (IFN) Regulatory Factors and IFN-Stimulated Genes at Early Times after West Nile Virus Infection of Mouse Embryo FibroblastsJournal of Virology, 81
J. John, R. Mckendry, S. Pellegrini, D. Flavell, I. Kerr, George Stark (1991)
Isolation and characterization of a new mutant human cell line unresponsive to alpha and beta interferonsMolecular and Cellular Biology, 11
I. Dohoo, S. Martin, H. Stryhn (2009)
Veterinary Epidemiologic Research
(1982)
Arboviral Zoonoses in Africa, West Nile Fever.Zoonoses Section B: Viral Zoonoses
I. Kerr, Ronald Brown, A. Hovanessian (1977)
Nature of inhibitor of cell-free protein synthesis formed in response to interferon and double-stranded RNANature, 268
I. Yakub, Kristy Lillibridge, A. Moran, O. Gonzalez, J. Belmont, R. Gibbs, D. Tweardy (2005)
Single nucleotide polymorphisms in genes for 2'-5'-oligoadenylate synthetase and RNase L inpatients hospitalized with West Nile virus infection.The Journal of infectious diseases, 192 10
T. Mashimo, Marianne Lucas, D. Simon-Chazottes, M. Frenkiel, X. Montagutelli, P. Ceccaldi, V. Deubel, J. Guénet, P. Desprès (2002)
A nonsense mutation in the gene encoding 2′-5′-oligoadenylate synthetase/L1 isoform is associated with West Nile virus susceptibility in laboratory miceProceedings of the National Academy of Sciences of the United States of America, 99
A. Hovnanian, D. Rebouillat, M. Mattei, E. Levy, I. Marié, A. Monaco, A. Hovanessian (1998)
The human 2',5'-oligoadenylate synthetase locus is composed of three distinct genes clustered on chromosome 12q24.2 encoding the 100-, 69-, and 40-kDa forms.Genomics, 52 3
A. Hovanessian, Ronald Brown, I. Kerr (1977)
Synthesis of low molecular weight inhibitor of protein synthesis with enzyme from interferon-treated cellsNature, 268
R. Mclean, S. Ubico, D. Bourne, N. Komar (2002)
West Nile virus in livestock and wildlife.Current topics in microbiology and immunology, 267
S. Doyle, Heidi Schreckhise, Kien Khuu-Duong, K. Henderson, R. Rosler, H. Storey, L. Yao, Hong Liu, F. Barahmand‐pour, P. Sivakumar, Chung Chan, C. Birks, D. Foster, C. Clegg, P. Wietzke-Braun, S. Mihm, K. Klucher (2006)
Interleukin‐29 uses a type 1 interferon‐like program to promote antiviral responses in human hepatocytesHepatology, 44
A. Perelygin, T. Lear, A. Zharkikh, M. Brinton (2005)
Structure of equine 2′-5′oligoadenylate synthetase (OAS) gene family and FISH mapping of OAS genes to ECA8p15→p14 and BTA17q24→q25Cytogenetic and Genome Research, 111
I. Kerr, R. Brown (1978)
pppA2'p5'A2'p5'A: an inhibitor of protein synthesis synthesized with an enzyme fraction from interferon-treated cells.Proceedings of the National Academy of Sciences of the United States of America, 75 1
West Nile virus, first identified within the United States in 1999, has since spread across the continental states and infected birds, humans and domestic animals, resulting in numerous deaths. Previous studies in mice identified the Oas1b gene, a member of the OAS/RNASEL innate immune system, as a determining factor for resistance to West Nile virus (WNV) infection. A recent case-control association study described mutations of human OAS1 associated with clinical susceptibility to WNV infection. Similar studies in horses, a particularly susceptible species, have been lacking, in part, because of the difficulty in collecting populations sufficiently homogenous in their infection and disease states. The equine OAS gene cluster most closely resembles the human cluster, with single copies of OAS1 , OAS3 and OAS2 in the same orientation. With naturally occurring susceptible and resistant sub-populations to lethal West Nile encephalitis, we undertook a case-control association study to investigate whether, similar to humans ( OAS1 ) and mice ( Oas1b ), equine OAS1 plays a role in resistance to severe WNV infection. We identified naturally occurring single nucleotide mutations in equine ( Equus caballus ) OAS1 and RNASEL genes and, using Fisher's Exact test, we provide evidence that mutations in equine OAS1 contribute to host susceptibility. Virtually all of the associated OAS1 polymorphisms were located within the interferon-inducible promoter, suggesting that differences in OAS1 gene expression may determine the host's ability to resist clinical manifestations associated with WNV infection. Introduction The innate immune response confers host resistance by the recognition and limitation of viral infection and replication. Previous investigations of the innate immune response to West Nile virus (WNV) infection were conducted using inbred strains of naturally susceptible and resistant mice [1] , [2] . Using a positional cloning strategy, the Flavivirus resistance ( Flv ) gene was identified as 2′,5′-oligoadenylate synthetase 1b ( Oas1b ). The interferon (IFN)-induced OAS genes encode dsRNA-activated proteins which catalyze the synthesis of 2′-5′-linked oligoadenylate molecules (2-5A) from ATP [3] – [5] . The only known function of 2-5A molecules is to activate Ribonuclease L (RNASEL) for the degradation of cellular and viral RNA [3] , [6] – [8] . OAS proteins are encoded by multiple genes, collectively referred to as the OAS gene cluster. Gene clusters vary between species in both number of genes and splice variants. The rodent Oas1 locus expanded to a family of 12 genes, while both the canine and bovine clusters contain duplications of OASL and OAS1 genes, respectively [9] , [10] . However, both equine and human OAS clusters contain single copies of each gene in the same orientation, OAS1 - OAS3 - OAS2 and a single OASL gene [9] , [11] . Previously, Yakub et al. found a SNP in human OASL associated with WNV susceptibility; however, this association was not replicated in a larger case-control study [12] , [13] . Case-control association studies are best implemented using homogenous populations, which reduces systematic bias from sample selection and minimizes the potential for false positive associations inherent within the population structures [14] . Lim et al. recently identified human OAS1 SNP rs10774671 in an association study of symptomatic and asymptomatic seroconverters [12] . In this study, case samples were compared to a control population of WNV false-positives. This SNP is located in an intron 5 splice site resulting in differential splicing and a protein product with diminished enzymatic activity. Taken together, data from both human and mouse studies support our investigation of equine candidate genes OAS1 and RNASEL . Susceptibility to severe West Nile encephalitis among mammals is naturally variable [15] . Experimental infections in sheep [16] , calves [17] , pigs [18] , and dogs [19] have shown these domestic species to be poor hosts for, or develop only mild clinical symptoms from WNV infection, thereby limiting their usefulness for genetic susceptibility/resistance studies. Horses however, are particularly susceptible to severe WNV infection, suffering clinical symptoms including fever, ataxia, paralysis and death [20] . Because many horses infected with WNV remain asymptomatic or present only mild symptoms, horses are an excellent model organism to test for genetic susceptibility using strictly phenotyped case and control populations. This advantage is complicated, however, by the inaccessibility of well-characterized case and control samples for retrospective study. As mentioned above, one advantage of a horse model is the ability to monitor both infection in control samples and WNV-induced encephalitis in case samples. In this report, we describe a two-stage association study of naturally occurring equine OAS1 and RNASEL mutations to investigate a potential role of these genes in the equine innate immune response to WNV infection. Because of the limited retrospective accessibility to adequately phenotyped samples with known pre- and post-infection status, our population sizes did not allow matching of case and control samples by breed. Although no breed-specific difference in susceptibility has been reported, our analysis showed the associations identified from these populations were not artifacts of the two most frequent breeds in our case population. Because most significantly associated SNPs were present in the OAS1 promoter region, we conducted reporter assays to measure the response of equine OAS1 promoter constructs to interferon stimulation by transient transfection using human transformed cell lines. Results Defining case and control population samples The control population consisted of 16 healthy, previously uninfected (naïve) horses of multiple breeds, including Thoroughbred (13), Quarterhorse (1), Paso Fino (1) and a single mixed breed horse. These unvaccinated horses were naturally infected with WNV by mosquito transmission during the height of the initial Florida epidemic of 2001, when only the NY99 strain was present. Control horses were monitored daily, yet failed to exhibit clinical symptoms. These healthy individuals tested positive for WNV infection and were therefore classified as subclinical seroconverters. An important characteristic of our case-control study, all horses included in the control population had an equal opportunity of being classified in the case population, had they displayed clinical symptoms post-infection. Horses included in the case population were previously unvaccinated and naturally infected through mosquito transmission. Multiple breeds were present among the 44 case horses, the most common of which included Thoroughbred (12) and Quarterhorse (10), with 2 horses of unknown breed. All case horses developed clinical encephalitic symptoms diagnosed with veterinary treatment, ultimately requiring humane euthanasia. Veterinary examination noted multiple symptoms, the most common including forelimb and/or hindlimb ataxia. Diagnostic tests confirmed WNV infection by enzyme-linked immunosorbent assay (ELISA) or polymerase chain reaction (PCR). An important characteristic shared by both the case and control populations, horses were unvaccinated prior to infection and all horses were infected by natural mosquito transmission during the early stages of the initial U.S. epidemic, between 2001 and 2002. SNP genotyping and association analysis Previously, we sequenced the coding regions of equine OAS1 and RNASEL as well as the OAS1 promoter from a random population and identified SNPs for case-control association [21] . In this study, we genotyped 49 equine OAS1 and RNASEL mutations in 16 control and 44 case samples. Genotype data were analyzed to identify statistically significant allelic (2×2) and genotypic (2×3) associations to WNV phenotype using the conservative Fisher's Exact test. Fifteen SNPs in OAS1 and three SNPs in exon 2 of RNASEL were significantly associated (2×2, p<0.05) with WNV susceptibility ( Table 1 ). The statistical associations of OAS1 mutations were not uniformly scattered throughout the entire gene but were concentrated in the upstream regulatory region, with twelve of the significantly associated mutations located in the OAS1 promoter and 5′ untranslated region (UTR). Using the highly conservative Bonferonni threshold for statistical significance, only mutations of the OAS1 promoter (6 of 49) were associated (2×2, p<0.001) with WNV susceptibility. Next, we used odds ratios (OR) to measure the strength of the SNP associations ( Table 1 ). All significantly associated mutations had ORs greater than 1.0. Among significantly associated mutations of the OAS1 regulatory region, all but one had 95% OR confidence intervals greater than 1.0. 10.1371/journal.pone.0010537.t001 Table 1 Statistical association of single nucleotide polymorphisms to West Nile encephalitis. SNP ID Gene Region Allele Case Allele Frequency Control Allele Frequency Fisher Exact 2×3 Fisher Exact 2×2 Odds Ratio Odds Ratio 95% CI ss104806917 OAS1 Promoter C 0.60 0.20 0.0001 0.0002 5.844 2.043; 19.437 ss104806918 OAS1 Promoter T 0.57 0.20 3.118e-5 0.0006 5.256 1.846; 17.405 ss104806919 OAS1 Promoter G 0.40 0.19 0.3181 0.0305 2.921 1.030; 9.621 ss104806920 OAS1 Promoter T 0.54 0.19 9.465e-6 0.0008 4.933 1.750; 16.210 ss104806921 OAS1 Promoter C 0.51 0.19 0.0001 0.0016 4.488 1.592; 14.720 ss104806922 OAS1 Promoter T 0.33 0.13 0.0072 0.0351 3.468 1.060; 14.934 ss104806923 OAS1 Promoter T 0.53 0.19 2.676e-5 0.0008 4.918 1.750; 16.123 ss104806924 OAS1 Promoter T 0.55 0.19 0.0003 0.0007 5.151 1.832; 16.900 ss104806925 OAS1 Promoter G 0.98 0.88 0.0494 0.0546 5.470 0.738; 63.646 ss104806926 OAS1 Promoter T 0.66 0.19 1.227e-5 6.95e-6 8.189 2.869; 27.277 ss104806927 OAS1 Promoter G 0.97 0.84 0.0563 0.0232 6.709 0.023; 0.012 ss104806928 OAS1 5′UTR G 0.54 0.17 0.0356 0.0017 5.773 1.772; 22.631 ss104806929 OAS1 5′UTR A 0.50 0.19 0.0705 0.0082 4.252 1.372; 15.087 ss104806930 OAS1 Exon 1 G 0.10 0.06 1.0000 0.6962 1.733 0.262; 19.333 ss104806931 OAS1 Exon 1 C 0.44 0.19 0.1304 0.0196 3.418 1.132; 11.840 ss104806932 OAS1 Intron 1 T 0.22 0.28 0.7197 0.4745 0.721 0.261; 2.090 ss104806933 OAS1 Exon 2 T 0.31 0.28 0.4466 0.8213 1.151 0.428; 3.285 ss104806934 OAS1 Exon 2 T 0.84 0.72 0.1275 0.1894 2.003 0.663; 5.874 ss104806935 OAS1 Exon 2 A 0.83 0.72 0.1487 0.1949 1.944 0.642; 5.707 ss104806936 OAS1 Exon 2 G 0.84 0.72 0.1275 0.1894 2.003 0.663; 5.874 ss104806937 OAS1 Exon 2 G 0.83 0.72 0.1734 0.2996 1.834 0.613; 5.295 ss104806938 OAS1 Exon 4 C 0.73 0.47 0.0456 0.0144 3.042 1.196; 7.893 ss104806939 OAS1 Intron 4 C 0.63 0.47 0.2948 0.1746 1.952 0.733; 5.296 ss104806940 OAS1 Intron 4 G 0.73 0.43 0.0849 0.0098 3.490 1.244; 10.189 ss104806941 OAS1 Intron 4 G 0.51 0.33 0.4243 0.1262 2.102 0.802; 5.803 ss104806942 OAS1 Exon 5 G 0.41 0.17 0.2279 0.0538 3.432 0.960; 14.328 ss104806943 OAS1 Intron 5 T 0.54 0.43 0.3564 0.3824 1.554 0.603; 4.082 ss104806944 OAS1 Intron 5 G 0.51 0.43 0.6787 0.5150 1.382 0.537; 3.626 ss104806945 OAS1 Exon 6 T 0.38 0.27 0.3278 0.3480 1.641 0.572; 5.062 ss104806946 OAS1 3′UTR T 0.38 0.53 0.1535 0.2407 0.529 0.188; 1.462 ss104806947 RNASEL Exon 2 C 0.57 0.31 0.1809 0.0351 2.889 1.013; 8.694 ss104806948 RNASEL Exon 2 A 0.88 0.69 0.0688 0.0464 3.263 0.977; 11.549 ss104806949 RNASEL Exon 2 T 0.35 0.38 0.9186 0.8232 0.898 0.338; 2.434 ss104806950 RNASEL Exon 2 C 0.85 0.69 0.1197 0.1030 2.547 0.806; 8.212 ss104806951 RNASEL Exon 2 G 0.30 0.28 1.0000 1.0000 1.094 0.389; 3.234 ss104806952 RNASEL Exon 2 C 0.26 0.38 0.5506 0.2470 0.583 0.212; 1.616 ss104806953 RNASEL Exon 2 C 0.78 0.72 0.1766 0.6119 1.350 0.439; 4.023 ss104806954 RNASEL Exon 2 C 0.26 0.22 0.8220 0.8068 1.277 0.440; 4.079 ss104806955 RNASEL Exon 2 G 0.61 0.44 0.2420 0.1345 2.006 0.800; 5.135 ss104806956 RNASEL Exon 2 G 0.81 0.86 0.2621 0.7673 0.697 0.148; 2.625 ss104806957 RNASEL Exon 2 G 0.67 0.82 0.3144 0.1448 0.438 0.115; 1.401 ss104806958 RNASEL Exon 2 G 0.38 0.25 0.4311 0.3308 1.821 0.615; 5.933 ss104806959 RNASEL Exon 2 A 0.55 0.21 0.0267 0.0035 4.465 1.533; 15.032 ss104806960 RNASEL 3′UTR G 0.87 0.86 0.8300 1.0000 1.110 0.208; 5.240 ss104806961 RNASEL 3′UTR A 0.89 0.79 0.4864 0.3070 2.030 0.413; 10.025 ss104806962 RNASEL 3′UTR T 0.83 0.75 0.7527 0.3765 1.657 0.445; 5.643 ss104806963 RNASEL 3′UTR C 0.41 0.25 0.2983 0.2190 2.061 0.670; 7.195 ss104806964 RNASEL 3′UTR T 0.17 0.12 1.0000 0.7410 1.596 0.351; 10.058 ss104806965 RNASEL 3′UTR T 0.67 0.73 0.7255 0.6159 0.740 0.221; 2.281 Deviation from Hardy-Weinberg Equilibrium (HWE) can be a useful tool to indicate errors in genotyping or population stratification [22] . To investigate this possibility, exact tests were used to determine if genotype frequencies in the control population deviated from HWE. Two SNPs (ss104806941 and ss104806963) failed the HWE test ( Table 2 ), but neither SNP was associated with WNV susceptibility. Tests of HWE may also be informative for association studies when measured in the case population. Within our case population, many SNPs deviated significantly (p<0.05) from HWE ( Table 2 ), and SNPs with the greatest deviation (lowest p-value) were in the OAS1 promoter. Exact tests for HWE in the control and case populations supported the significant associations of 6 of the 10 OAS1 promoter mutations. 10.1371/journal.pone.0010537.t002 Table 2 Exact test of HWE among equine OAS1 and RNASEL SNPs. SNP ID Gene Region Control HWE p-value Case HWE p-value ss104806917 OAS1 Promoter 0.4605 0.1179 ss104806918 OAS1 Promoter 0.4605 0.0048 ss104806919 OAS1 Promoter 0.4344 0.0003 ss104806920 OAS1 Promoter 0.4344 0.0004 ss104806921 OAS1 Promoter 0.4344 0.0047 ss104806922 OAS1 Promoter 1.000 0.0012 ss104806923 OAS1 Promoter 0.4344 0.0021 ss104806924 OAS1 Promoter 0.4344 0.1265 ss104806925 OAS1 Promoter 1.000 3.2785 e-9 ss104806926 OAS1 Promoter 0.4344 0.3088 ss104806927 OAS1 Promoter 0.3059 1.0000 ss104806928 OAS1 5′UTR 0.3257 0.0165 ss104806929 OAS1 5′UTR 0.4344 0.0914 ss104806930 OAS1 Exon 1 1.0000 0.2057 ss104806931 OAS1 Exon 1 0.4344 0.0500 ss104806932 OAS1 Intron 1 1.0000 0.3651 ss104806933 OAS1 Exon 2 1.0000 0.0652 ss104806934 OAS1 Exon 2 1.0000 0.0449 ss104806935 OAS1 Exon 2 1.0000 0.0483 ss104806936 OAS1 Exon 2 1.0000 0.0449 ss104806937 OAS1 Exon 2 1.0000 0.0727 ss104806938 OAS1 Exon 4 0.6376 0.0986 ss104806939 OAS1 Intron 4 0.6376 0.0378 ss104806940 OAS1 Intron 4 0.2939 0.0440 ss104806941 OAS1 Intron 4 0.0101 3.1126 e-6 ss104806942 OAS1 Exon 5 0.3257 0.0452 ss104806943 OAS1 Intron 5 0.2939 1.0000 ss104806944 OAS1 Intron 5 0.2939 0.5044 ss104806945 OAS1 Exon 6 1.0000 0.0161 ss104806946 OAS1 3′UTR 0.6035 0.3916 ss104806947 RNASEL Exon 2 0.1068 0.3771 ss104806948 RNASEL Exon 2 0.5914 1.0000 ss104806949 RNASEL Exon 2 0.5914 0.1016 ss104806950 RNASEL Exon 2 0.5914 1.0000 ss104806951 RNASEL Exon 2 0.5301 0.0730 ss104806952 RNASEL Exon 2 1.0000 0.3682 ss104806953 RNASEL Exon 2 1.0000 0.0134 ss104806954 RNASEL Exon 2 0.1081 0.0003 ss104806955 RNASEL Exon 2 0.3477 0.0015 ss104806956 RNASEL Exon 2 1.0000 0.0042 ss104806957 RNASEL Exon 2 1.0000 0.1101 ss104806958 RNASEL Exon 2 1.0000 0.0435 ss104806959 RNASEL Exon 2 0.0647 0.0261 ss104806960 RNASEL 3′UTR 0.2178 0.0229 ss104806961 RNASEL 3′UTR 0.4037 1.0000 ss104806962 RNASEL 3′UTR 0.0899 0.0352 ss104806963 RNASEL 3′UTR 0.0016 0.0001 ss104806964 RNASEL 3′UTR 1.0000 1.0000 ss104806965 RNASEL 3′UTR 0.1652 0.0007 To investigate potential false-positive SNP associations from over-represented case breeds, Quarterhorse (n = 10) and Thoroughbred (n = 12) case samples, together representing 50% of the population, were independently compared to the control population. Seven of the 8 mutations statistically significant in both case-breed analyses were in the equine OAS1 promoter ( Table 3 ). Using the two most represented breeds of the case population, these analyses allow us to conclude that the SNP associations to WNV susceptibility are not artifacts attributable to breed specific allele frequencies in the major breeds of our case study population. 10.1371/journal.pone.0010537.t003 Table 3 Quarterhorse and Thoroughbred breed case-control allelic Fisher's Exact analysis. SNP ID Gene Region Allele Case Allele Freq. Control Allele Freq. Case Quarterhorse Allele Freq. Case Quarterhorse Fisher Exact 2×2 Case Thoroughbred Allele Freq. Case Thoroughbred Fisher Exact 2×2 ss104806917 OAS1 Promoter C 0.60 0.20 0.65 0.0025 0.64 0.0033 ss104806918 OAS1 Promoter T 0.57 0.20 0.60 0.0065 0.63 0.0021 ss104806919 OAS1 Promoter G 0.40 0.19 0.45 0.0607 0.29 0.5237 ss104806920 OAS1 Promoter T 0.54 0.19 0.50 0.0297 0.63 0.0018 ss104806921 OAS1 Promoter C 0.51 0.19 0.55 0.0137 0.50 0.0205 ss104806922 OAS1 Promoter T 0.33 0.13 0.30 0.1562 0.42 0.0268 ss104806923 OAS1 Promoter T 0.53 0.19 0.50 0.0297 0.54 0.0096 ss104806924 OAS1 Promoter T 0.55 0.19 0.50 0.0297 0.54 0.0096 ss104806925 OAS1 Promoter G 0.98 0.88 1.00 0.1507 1.00 0.1368 ss104806926 OAS1 Promoter T 0.66 0.19 0.65 0.0012 0.73 0.0002 ss104806927 OAS1 Promoter G 0.97 0.84 1.00 0.1542 1.00 0.0720 ss104806928 OAS1 5′UTR G 0.54 0.17 0.50 0.0852 0.50 0.0852 ss104806929 OAS1 5′UTR A 0.50 0.19 0.50 0.0944 0.63 0.3476 ss104806930 OAS1 Exon 1 G 0.10 0.06 0.10 1.0000 0.00 1.0000 ss104806931 OAS1 Exon 1 C 0.44 0.19 0.75 0.7118 0.56 0.0900 ss104806932 OAS1 Intron 1 T 0.22 0.28 0.17 0.4973 0.21 0.7561 ss104806933 OAS1 Exon 2 T 0.31 0.28 0.39 0.5322 0.27 1.0000 ss104806934 OAS1 Exon 2 T 0.84 0.72 0.72 1.0000 0.92 0.0926 ss104806935 OAS1 Exon 2 A 0.83 0.72 0.33 0.7544 0.05 0.0358 ss104806936 OAS1 Exon 2 G 0.84 0.72 0.67 0.7544 0.96 0.0329 ss104806937 OAS1 Exon 2 G 0.83 0.72 0.67 0.7544 0.96 0.0329 ss104806938 OAS1 Exon 4 C 0.73 0.47 0.15 0.0083 0.17 0.0062 ss104806939 OAS1 Intron 4 C 0.63 0.47 0.42 0.7360 0.33 0.3182 ss104806940 OAS1 Intron 4 G 0.73 0.43 0.57 0.5206 0.83 0.0372 ss104806941 OAS1 Intron 4 G 0.51 0.33 0.63 0.0701 0.35 1.0000 ss104806942 OAS1 Exon 5 G 0.41 0.17 0.25 0.6236 0.17 1.0000 ss104806943 OAS1 Intron 5 T 0.54 0.43 0.56 0.5524 0.63 0.3534 ss104806944 OAS1 Intron 5 G 0.51 0.43 0.50 0.7676 0.63 0.3534 ss104806945 OAS1 Exon 6 T 0.38 0.27 0.42 0.4635 0.28 1.0000 ss104806946 OAS1 3′UTR T 0.38 0.53 0.29 0.1948 0.36 0.3419 ss104806947 RNASEL Exon 2 C 0.57 0.31 0.50 0.4162 0.58 0.1641 ss104806948 RNASEL Exon 2 A 0.88 0.69 0.21 0.7241 0.00 0.0085 ss104806949 RNASEL Exon 2 T 0.35 0.38 0.64 0.1088 0.33 1.0000 ss104806950 RNASEL Exon 2 C 0.85 0.69 0.25 0.7460 0.00 0.0196 ss104806951 RNASEL Exon 2 G 0.30 0.28 0.63 0.0306 0.25 1.0000 ss104806952 RNASEL Exon 2 C 0.26 0.38 0.38 1.0000 0.17 0.1990 ss104806953 RNASEL Exon 2 C 0.78 0.72 1.00 0.0406 0.71 1.0000 ss104806954 RNASEL Exon 2 C 0.26 0.22 0.50 0.0963 0.27 0.7500 ss104806955 RNASEL Exon 2 G 0.61 0.44 0.31 0.5352 0.63 0.1761 ss104806956 RNASEL Exon 2 G 0.81 0.86 0.94 0.6342 0.67 0.1569 ss104806957 RNASEL Exon 2 G 0.67 0.82 0.94 0.3920 0.61 0.1703 ss104806958 RNASEL Exon 2 G 0.38 0.25 0.21 1.0000 0.36 0.4913 ss104806959 RNASEL Exon 2 A 0.55 0.21 0.40 0.2061 0.45 0.1170 ss104806960 RNASEL 3′UTR G 0.87 0.86 1.00 0.2969 0.58 0.0968 ss104806961 RNASEL 3′UTR A 0.89 0.79 0.17 1.0000 0.10 0.6445 ss104806962 RNASEL 3′UTR T 0.83 0.75 0.70 0.7456 0.90 0.2591 ss104806963 RNASEL 3′UTR C 0.41 0.25 0.89 0.4307 0.44 0.0590 ss104806964 RNASEL 3′UTR T 0.17 0.12 0.08 1.0000 0.33 0.1284 ss104806965 RNASEL 3′UTR T 0.67 0.73 0.92 0.3934 0.50 0.2018 Haplotype assembly and association analysis Fifteen SNPs genotyped in the promoter, 5′UTR and exon 1 of equine OAS1 were used to infer haplotypes among case and control samples. From the assembled best reconstruction, we identified six tagSNPs (ss104806918, ss104806922, ss104806924, ss104806926, ss104806927 and ss104806931) with calculated mean percentage diversity explained (PDE) of 99.23% [23] . These tagSNPs, all associated with WNV susceptibility, were used to re-construct haplotypes and conduct case-control comparisons. Haplotype frequencies were significantly different (p<0.01) between case and control populations. A single common haplotype (GACCGT) was assembled in 65.6% and 23.3% of control and case sample chromosomes, respectively. Fisher's Exact test showed deviations from this haplotype were significantly associated (p = 4.953 e-6) with susceptibility to severe WNV disease, with an odds ratio of 7.58 (95% CI = 2.88: 21.18). Five of the six alleles in this haplotype were found to be protective in our study, consistent with the increased haplotype frequency in the control population. This haplotype data supports the OAS1 promoter SNP associations to WNV susceptibility. Equine RNASEL haplotypes were inferred from 42 horses genotyped at ≥75% of all RNASEL SNPs in order to minimize the effect of unknown genotypes. Six tagSNPs (ss104806949, ss104806954, ss104806955, ss104806958, ss104806959 and ss104806965) were identified with total mean PDE of 99.33%. Haplotypes were re-constructed using these tagSNPs from the same 42 samples and, in contrast to OAS1 , haplotype frequencies were not found to differ significantly between case and control populations (p = 0.53). Interferon stimulation of equine OAS1 promoter Since many of the SNPs associated with WNV susceptibility were present in the OAS1 promoter and because human OAS1 is induced by IFN-stimulated regulatory factors acting through an IFN-stimulated response element (ISRE) proximal to the transcription start site (TSS, Figure S1 ) [24] , we conducted preliminary transient transfection experiments to determine if these mutations could alter IFN induction of the equine OAS1 promoter. Functional assays of the OAS1 promoter by transient transfection should be conducted in equine cell lines derived from tissues involved in the early development of post-infection WNV disease, but such cell lines are currently unavailable. We therefore substituted two cell lines, 2fTGH and HepG2, that have been extensively used in studies of IFN and/or OAS [25] – [29] . Haplotypes of the proximal promoter of equine OAS1 were cloned upstream of the luciferase reporter coding region ( Figure 1 ). Proximal promoter constructs were generated as deletions of the full-length clones mentioned below. These deletion constructs (EcOAS1Δ5′_A-Luc and EcOAS1Δ5′_B-Luc) lack the polymorphic microsatellite and sequence further upstream. These proximal promoter constructs were used in transient transfection assays of 2fTGH cells (a derivative of HT1080 cells) treated with 10 4 antiviral units (AVU) of interferon (IFN). Luciferase reporter activity 24 h after stimulation was 7- to 8-fold higher than basal levels (data not shown). Therefore, the proximal region from the TSS to the microsatellite (∼518 bp) was found to be necessary and sufficient for equine OAS1 promoter responsiveness to IFN. This is the first direct observation of equine OAS1 promoter IFN responsiveness. 10.1371/journal.pone.0010537.g001 Figure 1 OAS1 -Luciferase expression constructs, genotypes and population frequency. Schematic diagram of the OAS1 promoter constructs expressing the luciferase reporter coding region. The interferon stimulated response element (green) is shown from sequence alignments between horse and human OAS1 promoters. The previously identified dinucleotide microsatellite (black) is shown with corresponding repeat length. Deletion constructs EcOAS1Δ5′_A-Luc and EcOAS1Δ5′_B-Luc do not contain the microsatellite repeat and upstream sequence. TagSNPs(*) ss104806918, ss104806922, ss104806924, ss104806926, ss104806927 and genotypes are shown for each construct. Case and control haplotype frequencies represented by each clone are also shown. Additional promoter sequence containing the polymorphic microsatellite and upstream sequence was cloned upstream of the luciferase reporter coding region ( Figure 1 ). Full-length promoter clone EcOAS1_A-Luc contains the alleles of the common haplotype previously mentioned (GACCG) while EcOAS1_B-Luc and EcOAS1_C-Luc contain the TATTG and TTTTG haplotypes, respectively. Additionally, each full-length clone contains a previously identified polymorphic microsatellite with repeat lengths of 9 (A), 16 (B) and 19 (C) [21] . Full-length constructs were transfected into 2fTGH cells and treated with different doses (10 2 to 10 4 AVU/mL) of IFN for 24 h. IFN stimulated activity of each OAS construct in a dose-dependent manner ( Figure 2 ). The variation between experiments was greater for the EcOAS1_B-Luc construct; however, the average fold induction across three replicates for the EcOAS1_A-Luc construct was ∼2- and ∼4-fold greater than the EcOAS1_C-Luc construct when cells were treated with 10 3 AVU and 10 4 AVU, respectively. The greatest differences in fold induction between clones occurred when cells were treated with 10,000 AVU IFN (ANOVA, p = 0.026); however, little difference was seen between constructs when cells were treated with only 100 AVU for 24 h. 10.1371/journal.pone.0010537.g002 Figure 2 Effect of IFN dose on OAS1 -luciferase activity in 2fTGH fibroblast cells. Cells were transfected with full-length clones and treated with 10 2 , 10 3 or 10 4 AVU IFN. Reporter activity was measured 24 hours after treatment in triplicate. All constructs showed a dose-response to IFN. Statistically significant differences in IFN response occurred when cells were treated with 10,000 AVU IFN (ANOVA, p = 0.026). Pair-wise comparison of EcOAS1_A-Luc and EcOAS1_C-Luc fold induction was statistically significant after Bonferroni correction (p = 0.0275). Because the difference in fold induction between constructs may be an artifact of the high IFN concentration used and the long exposure time, full-length constructs were transfected into HepG2 liver cells, which have been used in previous studies of OAS expression, and treated for 6 h or 24 h [29] . Similar to the 2fTGH experiment, equine OAS1 promoter induction in HepG2 cells showed a dose-response to IFN at both 6 h and 24 h ( Figure 3 ). Averaged across 4 replicates, the fold induction was similar between clones both at 6 h and 24 h when cells were treated with 10 3 AVU IFN (ANOVA, p>0.05). However, when HepG2 cells were treated with 100 AVU IFN for 6 h, construct EcOAS1_A-Luc was induced at higher fold levels than the other clones (ANOVA, p<0.001). OAS is part of the immediate early response of cells to viral infection, and previous studies of OAS promoter function have included lower IFN doses and shorter exposure periods to mimic early times after infection [28] . These preliminary data suggest a similar model, and when considered with the promoter SNP and haplotype associations, suggest promoter mutations affecting equine OAS1 expression may contribute, in part, to susceptibility to severe WNV disease. 10.1371/journal.pone.0010537.g003 Figure 3 Effect of IFN on OAS1 -luciferase activity in HepG2 cells. HepG2 cells were transfected with the full-length OAS1 constructs and treated with 100 or 10 3 AVU IFN for 6 h or 24 h. A dose-response was observed for all clones, averaged across 4 replicates. Treating cells with 10 3 AVU IFN did not result in statistically significant differences in fold induction at either timepoint. However, when cells were treated with 100 AVU IFN, EcOAS1_A-Luc responded with greater fold induction than the other clones (ANOVA, p<0.001). Pair-wise comparisons of EcOAS1_A-Luc to EcOAS1_B-Luc (p = 0.001) and EcOAS1_C-Luc (p = 0.003) resulted in statistically significant differences in fold induction after Bonferroni multiple test correction. Discussion The first evidence for an involvement of the OAS gene family in innate resistance to West Nile virus was provided using a mouse model [1] , [2] . However, the rodent OAS cluster contains numerous copies of the Oas1 gene and the comprehensive cluster structure is largely different from the human gene cluster. Another study recently provided evidence of a role for human OAS1 in innate resistance to WNV infection [12] . With our ability to closely monitor response to West Nile virus infection, we used the horse as a model to identify a potential association of the equine OAS1 gene to WNV resistance or susceptibility through genetic comparisons of case (susceptible) and control (resistant) animals subjected to similar pre-exposure conditions. These horses were phenotyped for their innate resistance and susceptibility to natural WNV infection. Furthermore, the equine OAS gene cluster is more similar to the human OAS cluster than any other known cluster in domesticated mammals. We report associations of SNPs in the equine OAS1 gene with susceptibility to West Nile encephalitis. Because of the limited number of well-characterized horses, Fisher's Exact tests were used to identify significant differences in allelic and genotypic frequencies between case and control populations. Ten of the 18 susceptibility-associated SNPs (p<0.05) were identified within the regulatory region of equine OAS1 . While these data suggest a potential role for equine OAS1 in innate resistance to WNV disease, identifying causal mutations is complicated by the highly variable nature of this region within our case population and the possibility of as yet unidentified mutations in strong linkage disequilibrium with those reported here. Although no difference in susceptibility to WNV infection between major equine breeds in the United States has been reported, we investigated the potential for false-positive associations resulting from the two most frequent breeds of our case population, Quarterhorse and Thoroughbred. Both breeds, together representing 50% of the case population, were individually compared to the control population which is almost entirely composed of Thoroughbreds. Promoter polymorphism associations remained significant for each breed, indicating that the associations reported here are not artifacts based on skewing from the major case population breeds. While the multiple SNP associations of the OAS1 promoter with WNV susceptibility are likely due to linkage disequilibrium, our association data also suggest a potential functional mechanism by which OAS1 expression in response to infection might, in part, confer resistance to WNV. Five tagSNPs were identified and genotyped in each promoter construct, with clone EcOAS1_A-Luc representing 65.6% and 23.3% of control and case population haplotypes, respectively. Previous studies have shown that expression of the interferon-inducible murine Oas1b during the early stages of WNV infection (6–9 h post-infection) greatly reduced virus production compared to later timepoints [30] . Using transient transfection reporter assays, we investigated potential effects of the promoter mutations on interferon responsiveness. A dose-response was observed for both 2fTGH and HepG2 cells, two cell lines previously utilized in studies of interferon responsiveness and/or OAS [25] – [29] . Furthermore, when HepG2 cells were treated with 100 AVU IFN for 6 h, IFN responsiveness was greater in the clone with the common control-population haplotype compared to the others, whose promoter haplotypes were seen more frequently in the case population. Although the differences in fold induction are not dramatic, they are statistically significant and warrant future studies that may help determine how physiological levels of OAS1 expression affect the host response to WNV infection. WNV infects several tissues during the early viremic phase prior to infection of the central nervous system. As a result, the polymorphisms in the OAS1 upstream region that are associated with susceptibility to WNV may have a greater functional relevance on OAS1 expression in other cell lines than those used here. Cell type has been shown to have a pronounced effect on the induction of the p69 isoform of OAS2 by IFNB [31] . Specifically, expression levels of p69 OAS were substantially higher in lymphoid Daudi cells than in human fibrosarcoma HT1080 cells, the parental cell line of the 2fTGH cells used in these studies [31] , [32] . Alternatively, moderate differences in OAS1 expression may be more readily detectable by quantitative measures of OAS1 mRNA in WNV-infected cells from horses having either susceptible or resistant genotypes, as was shown in previous studies of WNV-infected mouse embryo fibroblasts [33] . Such infectivity based assays have the advantages of relying on endogenous IFN levels and on the endogenous OAS1 promoter. The increased sensitivity of such approaches make them more capable of measuring subtle differences in OAS1 promoter activity that may be important for inhibiting viral replication during the initial stage of infection. Unfortunately, these types of infectivity based assays are not easily implemented in a retrospective case-control study where cases are selected after they have been diagnosed with fatal WNV disease. Therefore, experiments to test the effects of individual OAS1 promoter variants will have to await the establishment of equine cell lines derived from a variety of tissues that are infected early in WNV disease progression. While naturally occurring mutations have demonstrated a central role for Oas in murine resistance to WNV infection, the radically different composition of the mammalian OAS gene clusters make it difficult to extend this conclusion. Our results demonstrate that OAS1 contributes to naturally occurring WNV susceptibility in a mammal that a) has a very similar OAS gene cluster to humans and b) may be more amenable to in vivo investigations of the OAS1 response to WNV infection. Methods DNA extraction and SNP genotyping of equine samples Genomic DNA was extracted from white blood cells isolated from whole blood. Control DNA samples were genotyped at each single nucleotide polymorphism as previously described [21] . Case samples consisted of frozen or archived formalin-fixed paraffin-embedded (FFPE) liver, kidney or central nervous (spinal cord or brain) tissues. DNA was extracted from frozen tissue samples after Proteinase K (Promega, Madison, Wisconsin) digestion, washed twice with phenol/chloroform and ethanol precipitated. FFPE liver and kidney samples were deparaffinized with xylene and DNA extracted using the RecoverAll Nucleic Acid Extraction Kit (Ambion, Austin, Texas). FFPE brain and spinal cord samples were deparaffinized with xylene and DNA extracted in a manner similar to frozen samples after treatment with 6 mg Proteinase K for 3 days at 55°C. All FFPE DNA samples were amplified using the Whole Genome Amplification Kit (Sigma, St. Louis, Missouri) using ∼100 ng input DNA without further digestion and amplified for 25 cycles. Amplification products were purified using either the GeneElute Purification System (Sigma, St. Louis, Missouri) or the Qiaquick PCR Purification Kit (Qiagen, Valencia, California). Amplification products from FFPE DNA resulted in fragmented template <500 bp in length (data not shown). FFPE samples were genotyped by sequencing short PCR products <200 bp. PCR primer sequences are available upon request. Transfection Experiment Genotyped samples were amplified with Easy-A high fidelity taq (Stratagene, La Jolla, California) and TA-cloned into pCRII (Invitrogen, Carlsbad, California). Full-length promoters were amplified using PCR primers F: CGACGGCCAGCTCGAGAACCCACAGAATAAACACCACA and R: CAGCTATGACAAGCTTCTGTCAGCCTCTCTCTCTTACG . Primers F: CGACGGCCAGCTCGAGCTTAACCTAGAAACGCGTCTGA and R: CAGCTATGACAAGCTTCTGTCAGCCTCTCTCTCTTACG were used to amplify the 5′ deletion constructs. Individual clones were cultured and verified by sequencing. Each primer pair contains XhoI and HindIII sites used to directionally clone the promoter regions into pGL3-Basic (Promega, Madison, Wisconsin). Final constructs were verified by sequencing ( Figure S1 ). Human fibrosarcoma 2fTGH cells [32] were maintained in DMEM-F12 medium (Sigma-Aldrich Corp., St. Louis, MO) supplemented with penicillin/streptomycin/amphotericin B (PSA, Invitrogen, Carlsbad, CA) and 5% FBS (Hyclone, Logan,UT). Cells were seeded into 12-well plates, allowed to grow until monolayers were 67–75% confluent and transiently transfected as described previously [34] . Briefly, luciferase constructs (500 ng/well) were co-transfected with an equivalent amount of pEF1-Myc-His LacZ (500 ng/well; Invitrogen) and GenePorter Transfection Reagent (Gene Therapy Systems, San Diego, CA) according to the manufacturer's instructions. Transfected cells were grown overnight (14–16 h) in medium containing 10% FBS before treatment. Recombinant ovine interferon tau (IFNT; 10 8 antiviral units/mg), a Type I IFN, was produced and assayed as described previously [35] . Transfected cells were treated with 10 2 to 10 4 antiviral units (AVU) IFNT/mL or left untreated in serum-free medium. Cells were lysed in Cell Culture Lysis Reagent (Promega, Madison, WI), and luciferase activity (RLU) was assayed according to the manufacturer's instructions (Promega). Human hepatocarcinoma HepG2 cells were grown in DMEM/PSA/10% FBS to 85% confluency before transfection as above except that Lipofectamine 2000 (Invitrogen, Carlsbad, CA) was used at a ratio of 1∶2.5 (DNA∶transfection reagent). HepG2 cells were maintained in complete medium during transfection and subsequent treatment periods. Statistical Analysis Statistical association analyses were conducted using STATA 9 [23] software and the R Statistical Environment [36] . Allelic associations were conducted using Fisher's Exact tests on 2×2 tables. Fisher's Exact tests were conducted on 2×3 tables to identify genotypic associations. Significance is reported with α = 0.05. Haplotype associations were computed using a 2×2 design by comparing single haplotypes to all others. Case-control haplotype frequency analysis was also conducted using Phase v2. Supporting Information Figure S1 Local alignment of human and horse OAS1 promoters. ClustalX alignment of human (1,036 bp) and equine (1,091 bp) OAS1 promoters and 5′UTR. Equine OAS1 was sequenced from CHORI BAC 100:I10 as previously described [21] . Identical sequences are designated with a star (*). The previously identified human interferon-stimulated regulatory element (ISRE) is double-underlined [24] . Significantly associated SNPs are outlined in blue with tagSNPs outlined in red. (0.02 MB DOC)
PLoS ONE – Public Library of Science (PLoS) Journal
Published: May 7, 2010
You can share this free article with as many people as you like with the url below! We hope you enjoy this feature!
Read and print from thousands of top scholarly journals.
Already have an account? Log in
Bookmark this article. You can see your Bookmarks on your DeepDyve Library.
To save an article, log in first, or sign up for a DeepDyve account if you don’t already have one.
Copy and paste the desired citation format or use the link below to download a file formatted for EndNote
Access the full text.
Sign up today, get DeepDyve free for 14 days.
All DeepDyve websites use cookies to improve your online experience. They were placed on your computer when you launched this website. You can change your cookie settings through your browser.