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Journal of Virology, June 2004, p. 5820-5834, Vol. 78, No. 11
0022-538X/04/$08.00+0 DOI: 10.1128/JVI.78.11.5820-5834.2004
Copyright © 2004, American Society for Microbiology. All Rights Reserved.
Department of Molecular and Cellular Biology,1 Department of Immunology and Oncology,2 Biocomputing Unit, Centro Nacional de Biotecnología, Consejo Superior de Investigaciones Científicas, Campus Universidad Autónoma, E-28049 Madrid, Spain3
Received 5 December 2003/ Accepted 23 January 2004
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B and components of the NF-
B signal transduction pathway, including p50 and TRAF-interacting protein. A marked increase in the expression of histone family members was also induced during MVA infection. Expression of the Wiskott-Aldrich syndrome family members WAS, WASF1, and the small GTP-binding protein RAC-1, which are involved in actin cytoskeleton reorganization, was enhanced after MVA infection. This study demonstrates that MVA infection triggered the induction of groups of genes, some of which may be involved in host resistance and immune modulation during virus infection. |
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Microarray fabrication. The Research Genetics 40K sequence-verified clone human cDNA library (http://www.resgen.com/products/SVHcDNA.php3) was used to generate cDNA arrays as described previously (17). Slides contained 15,360 cDNAs, of which 13,295 correspond to known genes and 2,257 correspond to control genes. Printing on CMT-GAPS II slides (Corning) was performed with a Microgrid II (BioRobotics) at 22°C and 40 to 45% relative humidity.
Microarray hybridization. Total RNA was isolated from MVA-infected (5 PFU/cell) or mock-infected HeLa cells cultured in 10-cm plates with Ultraspect-II RNA (Biotecx) by following the manufacturer's instructions. Uninfected samples were isolated at each infection time point and processed in parallel with infected cells. Two different samples of RNA from MVA-infected cells at 2, 6, and 16 h postinfection and RNA from corresponding mock-infected cells were processed for analysis. Each RNA was used in two different hybridizations. In one hybridization, the mock-infected sample was labeled with dUTP-Cy3 and the MVA-infected sample was labeled with dUTP-Cy5; in the other, the mock-infected sample was labeled with dUTP-Cy5 and the MVA-infected sample was labeled with dUTP-Cy3. Double labeling was used to abolish labeling and hybridization differences due to specific Cy-dUTP characteristics. A mixture containing 40 µg of RNA, 150 pmol of oligo(dT)20, 0.5 mM dATP, 0.5 mM dGTP, 0.5 mM dCTP, 0.1 mM dTTP, 0.05 mM Cy3/Cy5 dUTP (Amersham), 1x first-strand reaction buffer (Invitrogen), and 10 mM dithiothreitol in a volume of 38 µl was heated (65°C, 5 min) and preincubated (42°C, 5 min), after which 400 U of SuperScript II (Invitrogen) and 40 U of RNase Inhibitor (Roche) were added and the mixture was incubated (42°C, 2.5 h). The reaction was terminated with EDTA, and starting RNA template was removed by adding 2 µl of 10 N NaOH, followed by incubation (20 min, 65°C). The reaction was neutralized by adding 4 µl of 5 M acetic acid. Cy5 and Cy3 probes were mixed, and unincorporated dyes were removed by isopropanol precipitation. Probes were resuspended in deionized water; blocking reagents added to increase specificity were poly(A) (20 µg; Sigma), tRNA (20 µg; Sigma), and human Cot-1 DNA (20 µg; Invitrogen). While probes were drying in a Speed-Vac, microarray slides were prehybridized in a mixture containing 6x SSC (1x SSC is 0.15 M NaCl plus 0.015 M sodium citrate), 0.5% sodium dodecyl sulfate (SDS), and 1% bovine serum albumin (42°C, 1 h), rinsed five times with water, and dried by centrifugation (563 x g, 1 min). Probes were resuspended in 40 µl of hybridization buffer (50% formamide, 6x SSC, 0.5% SDS, 5x Denhardt's solution) and incubated with slides (42°C, 16 h) in hybridization chambers (Array-It) in a water bath in the dark. After incubation, slides were washed twice in 0.1x SSC-0.1% SDS for 5 min each time and three times in 0.1x SSC for 5 min each time. Finally, slides were dried by centrifugation as described above and scanned on a ScanArray 4000 (Packard Biosciences) by using ScanArray 3.1 software. Raw data were obtained from Cy5 and Cy3 images by using QuantArray 3.0 software (Packard Biosciences) and processed by using SOLAR software (BioALMA, Madrid, Spain). Briefly, background is subtracted from the signal, log10(signal) is plotted versus log2(ratio) and, a lowess normalization is done to adjust most spots to log ratio 0. This value is calculated for all four replicates and a table is obtained with mean signal, change (n-fold), log ratio, standard deviation of the log ratio, and z score (a measure of the proximity of one value [log ratio] to other values with similar signals) (32).
Gene expression analysis. The original data set containing 13,295 clones per slide was prepared for clustering. Genes with an interreplicate standard deviation of >1 were removed from the analysis. The resulting data set was reduced to 9,749 transcripts that showed a consistent expression value among the four replicates. The z score value was used to eliminate genes that did not show significant expression under at least one experimental condition (32). In this way, only genes with z scores of >2 were selected for clustering. A new data set was created with the 410 transcripts that successfully passed through the filter. After the data were preprocessed, genes were clustered by using Kohonen's classical self-organizing map (12, 22, 40). The resulting 7-by-5 map was analyzed by using the Engene software package (15), available at http://www.engene.cnb.uam.es.
Quantitative real-time RT-PCR. RNA (1 µg) was reverse transcribed by using the Superscript first-strand synthesis system for reverse transcription-PCR (RT-PCR) (Invitrogen). A 1:40 dilution of the RT reaction mixture was used for quantitative PCR. Primers and the probe set used to amplify H2BFB, PCNT2, WASF1, WAS, interleukin 7 (IL-7), IL-6, IFNG, APEXL2, and FLJ20643 were purchased from Applied Biosystems. RT-PCRs were performed by using Assay-on-Demand optimized to work with TaqMan Universal PCR Master Mix, No AmpErase UNG, as previously described (17). All samples were assayed in duplicate. Threshold cycle values were used to plot a standard curve in which the threshold cycle value decreased in linear proportion to the log of the template copy number. The correlation values of standard curves were always >99%.
Western blot.
HeLa cells were infected at 5 PFU/cell with MVA or WR and collected at 2, 6, and 16 h postinfection in lysis buffer (50 mM Tris-HCl [pH 8.0], 0.5 M NaCl, 10% NP-40, 1% SDS). Equal amounts of protein lysates (10 µg) were separated by SDS-polyacrylamide gel electrophoresis (SDS-PAGE) on 14 or 8% gels, transferred to nitrocellulose membranes, and incubated with primary antiactin (Sigma), antitubulin (Sigma), anti-NF-
B (Santa Cruz), anti-RAC-1 (kindly provided by J. C. Gallego), anti-WAS (Santa Cruz), and anti-WAVE (Santa Cruz), followed by peroxidase-conjugated mouse and rabbit secondary antibodies. The blots were developed by using the ECL protocol (Amersham).
Analysis of [35S]methionine labeled proteins. HeLa cell monolayers in 12-well plates were mock infected or infected with WR or MVA at 5 PFU/cell. At the indicated times post infection, cells were washed with methionine-free medium and incubated with methionine-free medium containing 50 µCi of [35S]methionine per well (30 min, 37°C). Proteins in cell extracts prepared in lysis buffer were fractionated by SDS-12% PAGE and developed by autoradiography.
ELISA.
Secreted IL-6 and gamma interferon (IFN-
) in the medium of MVA- or WR-infected HeLa cells were measured with the quantitative human IL-6 and IFN-
kit (BD Biosciences). Aliquots (100 µl) of supernatant from uninfected or infected HeLa cells at 2, 6, and 16 h postinfection were used for ELISA according to the manufacturer's instructions. Captured IL-6 and IFN-
were quantified at 450 nm with a spectrophotometer. Duplicate samples were measured in two independent experiments.
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FIG. 1. Cytopathic effect and protein synthesis pattern of HeLa cells infected with VV WR and MVA strains. (A) Cell morphology after virus infection. Monolayer-cultured HeLa cells were infected with WR or MVA (5 PFU/cell), and CPEs were visualized by phase-contrast microscopy at the indicated times postinfection. hpi, hours postinfection. (B) Pattern of viral protein synthesis. HeLa cells were infected as described above and labeled with [35S]methionine (50 µCi, 30 min) at the times indicated. Cells lysates were analyzed by SDS-12% PAGE and visualized by autoradiography. Based on protein standards, molecular mass (in kDa) is indicated. Uninfected cells (M) served as the control. Postinfection times (in hours) are noted above the gels.
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FIG. 2. Representation of 7-by-5 map obtained by the self-organizing maps algorithm, showing the gene expression cluster for MVA-infected HeLa cells. Each map node represents the average expression profile for a set of similar genes in the data set. Experimental points on the x axis are 1 for 2 h postinfection, 2 for 6 h postinfection, and 3 for 16 h postinfection. The y axis shows normalized expression values. Each cluster is shaded from white to gray and numbered from 1 to 11.
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FIG. 3. Characteristic expression patterns represented in clusters 1 to 6. Shown are mean values (left) and standard deviations (right) of the expression profiles of genes assigned to each cluster. Experimental points on the x axis are 1 for 2 h postinfection, 2 for 6 h postinfection, and 3 for 16 h postinfection. The y axis shows normalized expression values. The values in parentheses are percentages of genes in each cluster with reference to the total of 410 differentially expressed genes.
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TABLE 1. Representative human genes in clusters 1 to 6 (upregulated by MVA)a
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TABLE 2. Representative human genes in clusters 7 to 11 (downregulated by MVA)a
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FIG. 4. Validation of microarray data by Northern blotting. Total RNA (20 µg) purified from uninfected or MVA-infected cells at 2, 6, and 16 h postinfection was hybridized with probes derived from the PCR products spotted on the microarray. Genes included in the autoradiogram are H2AFN (histone N), WASF1 (Wiskott-Aldrich syndrome protein), H2FB (histone B), FLJ20643 (EST), and APEXL2 (apurinic/apyridiminic endonuclease). hpi, hours postinfection.
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TABLE 3. Confirmation of microarray data by quantitative real-time RT-PCRa
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FIG. 5. Validation of microarray data by protein level and comparison between MVA and WR infections. Shown are Western blots of different cellular proteins at various times (2, 6, and 16 h postinfection). (A) Actin and tubulin protein levels in HeLa cells (5 PFU/cell). (B) RAC-1, WAVE, and NF- B protein levels in MVA- or WR-infected HeLa cells (5 PFU/cell) and in cells infected with MVA in the presence of cycloheximide (CHX; 100 µg/ml) or cytosine arabinoside (ARAC; 50 µg/ml) for 16 h. (C) Levels of IL-6 and IFN- secreted from HeLa cells after MVA or WR infection (5 PFU/cell), as determined by ELISA. Protein levels of IL-6 and IFN- in supernatants of uninfected and MVA- or WR-infected cells were measured at 2, 6, and 16 h postinfection. Duplicate samples were measured in two independent experiments. Kd, kilodaltons
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B protein expression was more than threefold higher than that in controls at 16 h postinfection, whereas there was no evidence of protein increases at early times postinfection (Fig. 5B). In the case of WR-infected cells, WAVE protein levels were similar for WR- and MVA-infected cells. RAC-1 and NF-
B showed different levels of protein expression at 16 h postinfection; these levels increased with MVA infection and decreased with WR infection (Fig. 5B). Evidence that viral late gene functions are necessary for the increases in RAC-1, WAVE, and NF-
B protein levels was obtained (Fig. 5B) by Western blot analysis of MVA-infected cells cultured in the presence of cytosine-arabinoside (AraC) and an inhibitor of viral DNA replication (21). Moreover, the increase in RAC-1, WAVE, and NF-
B protein expression required de novo protein synthesis, since the accumulation of these proteins was prevented by cycloheximide treatment (Fig. 5B). This result eliminates the possibility that MVA infection might increase protein levels by enhancing protein stability.
We further analyzed the levels of IL-6 and IFN-
secreted after MVA infection to confirm the data obtained by microarrays and quantitative RT-PCR. The amounts of secreted IL-6 and IFN-
were determined by ELISA with uninfected and MVA-infected HeLa cells (5 PFU/cell) at 2, 6, and 16 h postinfection. In agreement with data obtained in microarray and quantitative RT-PCR analyses, there was no detectable IFN-
in supernatants from MVA-infected cells (Fig. 5C). In contrast, we observed a strong increase with time in the amount of secreted IL-6 after MVA infection, in full agreement with the microarray and quantitative RT-PCR data (Fig. 5C). When HeLa cells were WR-infected, no IL-6 or IFN-
was detected by ELISA in cell-free supernatants (Fig. 5C).
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In this study, we analyzed the response of the human HeLa cell line to MVA infection by using cDNA microarrays. It was reported previously that MVA undergoes limited replication in HeLa cells (7, 11, 14); virus replication is restricted during infection of HeLa cells after immature virions are formed (7, 14, 34, 36), allowing efficient production of proteins (33, 37, 42). Due to the interest in MVA-based vectors as potential vaccines against pathogens and tumors and current phase I clinical trials with this vector, there is a need to understand the host response to MVA infection. We used microarrays to analyze the changes in host gene expression profiling after MVA infection of cultured human cells.
A total of 410 of 13,295 genes in the array were significantly regulated after MVA infection and assigned to 11 clusters (Fig. 2). Clusters 1 and 2 included 68 genes that were upregulated at 2, 6, and 16 h postinfection. A total of 58 genes were identified in cluster 3; their expression increased at 2 and 6 h postinfection. In cluster 4, we observed 15 genes upregulated at 6 and 16 h postinfection. In cluster 5, 11 genes were downregulated at 2 h but upregulated at 6 and 16 h postinfection. The 11 genes in cluster 6 were upregulated only at 2 h postinfection. The remaining genes, a total of 247, were downregulated with different expression profiling and are represented in clusters 6 to 11 (Table 2). Indeed, these findings differ from the host transcriptional responses observed after WR infection, for which only 37 cellular genes were upregulated in HeLa cells infected at 2, 6, and 16 h postinfection (17). A comparison of gene expression profiles based on data obtained in this study and those from previous work with WR (17) is shown for representative genes in Table 4. In MVA- or WR-infected HeLa cells, there is a group of cellular genes upregulated by both viruses; other genes are upregulated selectively by MVA or WR, and a large number of genes are downregulated by both viruses. These results suggest that MVA and WR use different strategies to regulate cellular transcriptional responses, probably as a consequence of deletions in the MVA genome. This idea is supported by the observed differences in MVA-induced CPE and shutoff of host protein synthesis and those induced by WR (Fig. 1) and is consistent with previous results of analyses of the biology of MVA (14, 33).
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TABLE 4. Representative
gene expression profiling of WR and MVA strains in human HeLa
cellsa
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Transcription of several genes involved in the immune response (20 transcripts) was activated by MVA infection. At least five cytokines (IL-1A, IL-6, IL-7, IL-8, and IL-15) and five members of the tumor necrosis factor receptor (TNF) family (TNFRSF7, TNFAIP3, TNFRSF14, TNFRSF17, and TRAF3) were upregulated in response to MVA. Genes encoding CD47 and CD80 antigens showed marked inductions at early and late times after MVA infection (Table 1). The immune modulator gene IL-7 upregulation was more than sixfold compared to levels for control cells at early times postinfection (Table 1), a result validated by quantitative RT-PCR (Table 3). The MVA-induced increase in IL-15 gene expression is a characteristic also observed for other viruses (3). At the protein level, we observed elevated IL-6 levels in supernatants from MVA-infected HeLa cells but not in those from cells infected with WR (Fig. 5C). A similar increase in IL-6 and TNF-
levels was found in spleen homogenates from MVA-infected mice but not in those from WR-infected mice (33). These results indicate that MVA and WR induce different proinflammatory cytokine profiles both in vivo and in vitro.
We observed clear upregulation of NF-
B expression during MVA infection, as determined by mRNA (Table 1) and protein levels (Fig. 5B). In the case of WR, NF-
B expression was downregulated at late times postinfection (Table 4). The increase in NF-
B protein required viral DNA replication, as seen with cells infected in the presence of adenosine arabinoside, an inhibitor of virus DNA synthesis. Moreover, the increase in NF-
B protein levels required de novo protein synthesis, as observed after cycloheximide treatment (Fig. 5B). These findings concur with the observation by Oie and Pickup (31) of an increase in NF-
B activity in extracts from MVA-infected 293 cells but not in cells infected with the Copenhagen strain of VV. The NF-
B family has a central role in the transcriptional regulation of inflammatory cytokines and other genes essential for activating immune responses (10). NF-
B also regulates the expression of genes involved in the control of cell proliferation and apoptosis (10, 31). It can be speculated that the increase observed in NF-
B mRNA and protein levels in response to MVA infection corresponds to enhanced NF-
B activity. An increase in NF-
B protein levels, together with the I
B-
degradation previously observed in MVA-infected cells (31), will contribute to the transcription of
B-dependent genes and to the clearance of virus infection as a result of the induction of apoptosis and specific immune responses. Since MVA has large genome deletions, viral genes that interfere with NF-
B, present in orthopoxviruses, might be absent (31).
In accord with previous microarray results for WR-infected cells (17), we observed increased levels of WASF1, claudin 3, CD-80, thymosin-beta-4, and adenosine-A2a receptor during MVA infection (Table 4). Comparison of WR and MVA nonetheless showed differences in expression levels of other genes, including kinesin-5 and histone family members, during infection. In WR-infected cells, these genes were upregulated early but not late in infection, whereas in MVA-infected cells, levels were maintained throughout infection. Among genes with an important role in motility and WR spreading is the Wiskott-Aldrich syndrome protein family member N-WASP (WASL gene) (13). WAS and WASF1 were upregulated in MVA-infected cells, whereas in WR-infected cells, only WASF1 was upregulated. Significantly, the small GTP-binding protein RAC-1 was also induced after MVA infection. Although the role of WAS proteins in the cell is well established (6, 27), the biological meaning of WASP family upregulation by a nonproductive virus is not immediately clear, in contrast to the case for WR, in which it appears to be important for viral spreading (6, 26, 38, 39).
It was reported that MVA has lost functional receptors for TNF, IFN-
, IFN
/ß, and CC chemokines (4, 7, 28, 29). The absence of these viral proteins and the induction of different host immune response molecules such as TNF may be the reason for MVA attenuation and for the potent immune response elicited by MVA recombinants to specific antigens compared with that elicited by VV recombinants (33). Induction of innate and adaptive immune responses during MVA infection could have a beneficial effect when MVA is used as a vaccine. MVA is known to trigger a poor immune response against itself, while it activates a potent immune response to specific antigens delivered by the vector (33). The enhanced expression of genes encoding immunomodulatory molecules (Table 1) during MVA infection might create a microenvironment that allows antigen-presenting cells and activated T cells to help expand CD4+ and CD8+ T cell populations. This possibility may be relevant when immunization protocols that include prime-booster immunization with heterologous vectors are used (33, 35). Maintenance of specific T cells could contribute to MVA-induced expression of cytokines such as IL-15. MVA induction of cellular genes with immunomodulatory functions may be a major contributing factor in the enhanced immunogenicity of MVA-derived vaccines.
In conclusion, through analyses of host cell gene expression profiling after MVA infection of cultured human cells, we found a number of cellular genes whose expression levels are markedly modified by MVA infection and suggest potential roles as regulators of viral infection. Some of these upregulated genes may be involved in the enhanced immune response to specific antigens observed in animals after infection with MVA recombinants. Identification of genes that are differentially regulated and the characterization of their functions is important when the potential benefit of MVA as a vector for vaccination against pathogens and tumors is considered.
This work was supported by grants from the Spanish Ministry of Science and Technology (grants BIO2000-0340P4 and BIO2001-2269), the Spanish Foundation for AIDS Research (grant FIPSE 36344/02), and the EU (grants QLRT-PL-1999-01321 and QLK2-CT-2002-01867) to M.E. A.P.-M was partially supported by Spanish CICYT grant number BIO2001-1237. The Department of Immunology and Oncology was founded and is supported by the Spanish Council for Scientific Research (CSIC) and Pfizer.
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B site. Proc. Natl. Acad. Sci. USA 95:2452-2457.
B, a ubiquitous transcription factor in the initiation of diseases. Clin. Chem. 45:7-17.
B-responsive genes in cervical keratinocytes. J. Virol. 75:4283-4296.
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