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1 Unidad de Biología Viral, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
2 Unidad de Genómica, Centro Nacional de Investigaciones Oncológicas, Instituto de Salud Carlos III, Madrid, Spain
Correspondence
Isidoro Martínez
imago{at}isciii.es
| ABSTRACT |
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- and
-chains of several integrins were also up-regulated within the first 12 h of infection. Genes up-regulated between 6 and 12 h p.i. included interferon-stimulated genes (ISGs), genes related to oxidative stress and genes of the non-canonical NF-
B pathway. At later times, genes involved in the immune response became predominant among the up-regulated genes, most of them being ISGs. Different up-regulation kinetics of cytokine and cytokine-signalling-related genes were also observed. These results highlight the dynamic interplay between the virus and the host cell and provide a general picture of changes in cellular gene expression along the HRSV replicative cycle. Tables of induced genes and functional categories of induced genes are available as supplementary material in JGV Online.
| INTRODUCTION |
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There is increasing evidence that much of the pathology caused by HRSV is due to the immune response to the infection. Secretion of proinflammatory cytokines and chemokines by the infected epithelial cells and immune cells (Krishnan et al., 2004
), a bias toward the Th2 cellular immune response (Graham, 1995
; Openshaw, 1995
) and deposition of antigenantibody immune complexes triggering complement activation (Polack et al., 2002
) are cited among the possible causes behind HRSV-induced immunopathology. Therefore, in searching for better treatment and prevention of severe symptoms following HRSV infection, both inhibition of virus replication and regulation of the immune response should be considered. This implies that a profound knowledge of virushost interactions is needed. As mentioned before, several studies have focused on different aspects of the host response against HRSV, including cytokine and chemokine release by infected cells, cellular and humoral immune responses, etc. However, other aspects of the virushost cell interaction, such as modulation of membrane receptors or changes in intracellular molecular pathways after virus infection have not been sufficiently addressed and are poorly understood.
Although usually difficult to integrate and comprehend, results from microarray expression experiments can provide an overview of the events happening inside the cell following virus infection. We have used this technology to monitor expression levels of 9300 human genes at different time points after HRSV infection of the type II alveolar A549 human epithelial cells.
| METHODS |
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cDNA microarray analysis.
A549 cells were mock-infected or infected with purified virus at an m.o.i. of 3 plaque-forming units (p.f.u.) per cell in DMEM2. After 90 min of adsorption, fresh medium was added and cells were incubated at 37 °C until RNA extraction. Immediately after the adsorption period, and at 6, 12 and 24 h post-adsorption, total RNA was extracted with TRIZOL reagent (Invitrogen) and further purified with the RNeasy kit (Qiagen). A total of 40 µg of each RNA was reverse-transcribed using Oligo-(dT)15 (Promega) and labelled with Cy3-dUTP (mock samples) or Cy5-dUTP (infected samples) (Amersham Biosciences). The labelled probes were purified by using the CyScribe GFX purification kit (Amersham Biosciences) and hybridized at 55 °C for 1518 h in SlideHyb #1 buffer (Ambion) to the 12K human CNIO cDNA microarray (Spanish National Cancer Centre, Madrid, Spain). This microarray contains about 11 500 cDNA clones in duplicate spots representing 9300 human unique genes or loci (content available at http://www.cnio.es/UserFiles/File/Biotecnologia/Genomica/ochip_v2.xls). Arrays were scanned with the G2565BA Microarray Scanner System (Agilent Technologies) (Martinez-Delgado et al., 2004
; Tracey et al., 2002
, 2003
, 2004
). The resultant images were then quantified using GenePix Pro 4.0 software (Axon Instruments). To discard label-biased results, additional dye-swap experiments were done in which mock samples were labelled with Cy5-dUTP and infected samples with Cy3-dUTP.
Microarray data analysis.
Raw data were normalized using DNMAD (http://dnmad.bioinfo.cnio.es), an algorithm implemented from others described by Smyth & Speed (2003)
and Yang et al. (2002)
. In a second step, the pre-processor tool included in the GEPAS package (http://gepas.bioinfo.cipf.es) was used to remove inconsistent data between replica-printed probes in the array and, in a second step, to average them (Herrero et al., 2003a
, b
).
Multiple testing, to identify differentially expressed genes, was run on this processed data by the use of the Significance Analysis of Microarray (SAM 2.0) routine (Tusher et al., 2001
). One-class time course response analysis was carried out with the slope summary method included in SAM and a false discovery rate (FDR), reported as the q-value, was calculated. The q-value determines the fraction of potential false positives present in the final list of significant differentially expressed genes (Storey, 2002
).
To discriminate between early, medium and late up-regulated genes, those previously selected with SAM were compared with each profile clustered by the short time-series expression miner (STEM) (Ernst et al., 2005
). Three pre-processed datasets, corresponding to three independent experiments, were imported into STEM. Each data time series were median-averaged and then normalized so that each profile began with a gene expression ratio of 0. Experimental profiles with a minimal correlation of 0.7 with predetermined model profiles were then clustered together.
Classification of genes into consensus functional categories (biological processes) was performed with the FatiGO tool (Al-Shahrour et al., 2004
).
Quantitative RT-PCR.
Results obtained by the microarray analysis were validated for some genes by TaqMan quantitative gene expression assays (Applied Biosystems) on the same sets of RNA samples. For each post-infection (p.i.) time point (0, 6, 12 and 24 h p.i.), equal amounts of total RNA from the same three independent experiments from which microarray data were obtained were mixed and 2.5 µg was reverse-transcribed using the High-Capacity cDNA Archive Kit (Applied Biosystems). PCR primers and TaqMan MGB probes (FAM dye-labelled) for the following genes were products from Assays-on-demand (Applied Biosystems): PLAUR (Hs00182181 m1), PLAU (Hs00170182 m1), ACTB (Hs99999903 m1), SERPINE2 (Hs00299953m1) and LDLR (Hs00181192m1). PCRs were performed in triplicate following the manufacturer's protocols on an ABI PRISM 7000 sequence detection system. Results were calculated and normalized to
-actin mRNA and uninfected cells at each time point using the comparative threshold method (Applied Biosystems User Bulletin no. 2).
| RESULTS |
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5 %, 382 differentially expressed genes were identified, from which 303 were up-regulated and 79 were down-regulated (Fig. 1a
1 %), 102 genes were up-regulated and 6 were down-regulated (Fig. 1b
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1 %) could be classified, according to the gene ontology (GO) term, within the immune response category, including several interferon-stimulated genes (see below).
Only six genes were found to be down-regulated (q-value
1 %). Among them, it is inhibin, beta B (activin AB beta polypeptide; INHBB), which may be relevant to HRSV immunopathology as the activin/inhibin system; both members of the transforming growth factor-
superfamily have been implicated in inflammatory processes (Okuma et al., 2005
).
We further investigated up-regulation profiles looking for early, medium and late up-regulated genes. The list of genes associated with a SAM q-value
5 % were compared with different clusters of time course profiles generated with the STEM application (Ernst et al., 2005
). This algorithm associates experimental profiles, normalized to 0 h, to model profiles of gene up-/down-regulation.
Eighty-five genes, classified within five different profiles, were found to be up-regulated soon after infection (06 h p.i.) (Fig. 2
, profiles 17, 21, 22, 24 and 25). For most of them, the amount of mRNA in infected cells continued to increase up to 12 (profile 24) or 24 h p.i. (the last time point tested) (profiles 22 and 25). For 13 genes, mRNA levels remained steady from 6 to 24 h p.i. (profile 21) and in two cases mRNA levels decreased continuously after 6 h (profile 17) (supplementary Tables S1).
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Finally, 59 genes were induced after 12 h of infection (profile 13), most of them being antiviral-response-related genes (see below).
In total, 206 genes were classified in different up-regulation profiles. Nearly half of them (98 genes) were induced
2-fold at 24 h p.i. (supplementary Tables S1).
The PLAU/PLAUR system and cytoskeleton organization and biogenesis genes are up-regulated early after HRSV infection
Early events taking place in host cells shortly after virus infection may be crucial for the subsequent development of the infection and the concomitant host response, before extensive cytopathology and secondary cellular responses occur. We found that a relatively large number of genes (n=85, q
5 %, change
1.1-fold) were already up-regulated within the first 6 h p.i. (supplementary Tables S1). Changes in mRNA levels compared to uninfected cells ranged from 1.1-fold (arbitrary lower threshold) to 2.8-fold at 6 h p.i., although, as mentioned before, higher values were reached at later time points in most cases (Fig. 2
, profiles 22, 24 and 25). Up-regulated genes were classified in many GO functional categories, including transcription, apoptosis, immune response, and small-GTPase-mediated signal transduction, among others (supplementary Tables S2).
The gene most strongly up-regulated soon after infection (2.8 times by 6 h p.i.) was the urokinase plasminogen activator (PLAU) (supplementary Tables S1). The PLAU receptor (PLAUR) gene was also up-regulated at that time (2.2-fold change). Although both PLAU and PLAUR showed similar up-regulation kinetics from 0 to 6 h p.i., PLAUR mRNA levels continued to increase in infected cells to reach a mean of 7.8-fold over uninfected cell levels at 24 h p.i., while PLAU mRNA levels remained approximately the same after 6 h p.i. (Fig. 3a
). As a control,
-actin (ACTB) mRNA levels did not change after HRSV infection during the time period tested (Fig. 3a
).
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Although PLAUR lacks a cytosolic domain, it can transmit intracellular signals by association with the
-chain of integrins (Ossowski & Aguirre-Ghiso, 2000
). Four different integrin
-chains (ITGA2, ITGA3, ITGA5 and ITGA6) and one
-chain (ITGB4) were up-regulated in the first 12 h p.i. (Fig. 3d, e
), suggesting that both systems, PLAU/PLAUR and integrins, may interact during HRSV infection. ITGA2 and ITGA6 were up-regulated earlier (06 h p.i.) than ITGA3, ITGA5 and ITGB4 (612 h p.i.). However, mRNA levels from these latter three chains continued to increase up to a maximum at 24 h p.i. (Fig. 3e
).
Integrins are involved in cytoskeletal organization and signal transduction (Giancotti & Ruoslahti, 1999
). Interestingly, among the early up-regulated genes, five are involved in cytoskeleton organization and biogenesis (Fig. 3f
), indicating that HRSV infection might influence the structure and/or dynamic of that intracellular compartment shortly after infection.
Up-regulation of the non-canonical NF-
B activation pathway, oxidative-stress-related genes and ISGs became apparent after 6 h p.i.
Sixty-two genes were significantly up-regulated (q
5 %, change
1.1-fold) between 6 and 12 h p.i. (supplementary Tables S1). Changes in mRNA levels from infected cells relative to non-infected cells ranged from 1.1-fold (arbitrary lower threshold) to 3.3-fold at 12 h p.i. Cellular protein metabolism, the immune response, regulation of nucleobase, nucleoside, nucleotide and nucleic acid metabolism, apoptosis and transcription were the functional categories containing the largest number of genes (supplementary Tables S2). The homocysteine-inducible, endoplasmic reticulum stress-inducible, ubiquitin-like domain member 1 (HERPUD1) was the gene that showed the highest up-regulation (mean change at 12 h p.i.=3.3-fold). Other highly up-regulated genes were those encoding the tumour necrosis factor receptor superfamily member 12A (TNFRSF12A), the methionine-tRNA synthetase (MARS), the
- and
-chains of some integrins (ITGA3, ITGA5, ITGB4) (Fig. 3e
), two ISGs (the interferon-induced protein with tetratricopeptide repeats 1 IFIT1 and the 2'-5''-oligoadenylate synthetase-like OASL) and the metallothioneins 2A (MT2A) and 1X (MT1X) (supplementary Tables S1).
In addition to IFIT1 and OASL, four additional immune-response-related ISGs were up-regulated at this time point, the interferon-stimulated transcription factor 3, gamma 48 kDa (ISGF3G), interleukin 15 (IL15), the interferon-induced protein with tetratricopeptide repeats 5 (IFIT5) and the myxovirus resistance 1 protein (MX1) (Fig. 4a
).
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It has been reported recently that HRSV infection rapidly activates the non-canonical NF-
B activation pathway characterized by the association and subsequent translocation to the nucleus of NF-
B2 and RelB (Choudhary et al., 2005
). In that study, the mitogen-activated protein kinase kinase kinase 14 (MAP3K14)/NF-
B-inducing kinase (NIK) also associated with NF-
B2 (p52) and was translocated to the nucleus. In agreement with these results, we found that NFKB2, RELB and MAP3K14 genes were up-regulated to the same level at 6 h p.i. with nearly identical kinetics (Fig. 4c
).
Different cytokines and cytokine receptors have different up-regulation kinetics
Some of the genes up-regulated at 6 h p.i. included the chemokine CCL2 (MCP-1) and the interleukin 4 receptor alpha (IL4R). In addition to CCL2, the inflammatory-response-related genes of the chemokine CCL7 (MCP-3), the suppressor of cytokine signalling 3 (SOCS3) and the tumour necrosis factor alpha-induced protein 6 (TNFAIP6) were also up-regulated at this time point (Fig. 5
and supplementary Tables S1).
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The interleukin-15 (IL15) and the alpha chain of its receptor (IL15RA) were also up-regulated after 6 or 12 h p.i. (Fig. 5b
). It is interesting that IL15 and IL15RA were up-regulated with similar kinetics, in agreement with reports in which co-ordinate expression of both genes was needed for some biological functions mediated by IL15 (Dubois et al., 2002
).
Up-regulation of genes involved in antigen processing and presentation and genes related to the immune response, mostly ISGs, predominates at late times post-infection (1224 h)
Fifty-nine genes were up-regulated between 12 and 24 h p.i. (q
5 %, change
1.1-fold) in a range from 1.1-fold (arbitrary lower threshold) to 23.5-fold (supplementary Tables S1). When all the genes up-regulated at any time after infection were classified by GO, three main functional categories were observed, according to the number of genes included: (i) cellular protein metabolism, (ii) regulation of nucleobase, nucleoside, nucleotide and nucleic acid metabolism, and (iii) transcription (supplementary Tables S2). However, genes belonging to the immune response category became increasingly more numerous as infection progressed (11.29 % of all up-regulated genes between 6 and 12 h p.i.), reaching 44.1 % (n=26) of all up-regulated genes in the 1224 h period. At this time, the immune response category became predominant (Fig. 6
). This indicates that a strong cellular response of immunity-related genes was induced at late post-infection times. Further analysis of those genes revealed that 50 % (n=13) of them were ISGs (de Veer et al., 2001
) (Table 1
).
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| DISCUSSION |
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The PLAU/PLAUR system
An intriguing finding of this report is the potent and rapid up-regulation of the PLAU/PLAUR genes. PLAU is a serine protease that catalyses the conversion of plasminogen to plasmin upon activation by binding to PLAUR. Plasmin, in turn, degrades fibrin and prevents its extracellular deposition. Besides fibrinolysis, the PLAU/PLAUR system is involved in multiple physiological processes, including inflammatory reactions and modulation of innate and adaptive immune responses (Mondino & Blasi, 2004
). PLAU/PLAUR-induced proteolysis of the extracellular matrix can mobilize and activate signalling molecules involved in inflammatory reactions, but the system also mediates proteolysis-independent effects through a variety of mechanisms, including signalling by interaction with integrins and G-protein-coupled receptors (Blasi & Carmeliet, 2002
; Kucharewicz et al., 2003
). An interesting finding is that PLAUR can be cleaved to yield a soluble fragment (D2D3) that has chemotactic activity for monocytes and other cell types through activation of the G-protein-coupled receptor FPRL1 (Resnati et al., 2002
). In addition, this fragment prevents cell migration in response to the chemokines CCL2/MCP-1 and CCL5/RANTES by inhibiting integrin-dependent cell adhesion (Furlan et al., 2004
). This finding suggests that D2D3 may play an important role in cell migration and chemokine cross-regulation during inflammatory and pathological manifestation of many diseases (Mondino & Blasi, 2004
). The diverse processes mediated by the PLAU/PLAUR system, including airway remodelling and inflammation, makes it a likely candidate to be involved in the lung pathology caused by HRSV infection, although further analyses are required to address this question.
Cytoskeleton organization and biogenesis
Viruses use different elements of the cytoskeleton for entry, replication, intracellular transport and budding (Sodeik, 2000
). Several studies have implicated intermediate filaments, actin and microtubules, as well as proteins that regulate cytoskeleton functions, in the infectious cycle of HRSV (Burke et al., 1998
, 2000
; Garcia-Barreno et al., 1988
; Gower et al., 2005
; Huang et al., 2005
; Kallewaard et al., 2005
; Ulloa et al., 1998
). Five cytoskeleton-related genes were up-regulated soon after infection in this study, indicating that reorganization of this intracellular compartment may start to take place at this time point. ARHGEF2 (GEF-H1), one of the two most highly up-regulated cytoskeleton-related genes, has been reported to have a central role in cytoskeleton reorganization by linking cellular actin polymerization and contractility to changes in microtubule dynamics (Krendel et al., 2002
).
As integrins are involved in cytoskeleton organization and signalling, it is possible that the changes in the PLAU/PLAUR system and in the cytoskeleton-related genes observed in this study are both related.
Chemokines and cytokine signalling
Some cytokine and cytokine-related genes were also up-regulated during the first 6 h p.i. The genes encoding chemokines CCL2 (MCP-1) and CCL7 (MCP-3) were among them. By contrast, CCL5 (RANTES), CXCL10 (IP-10) and CXCL11 (I-TAC) were up-regulated later. These results resemble those of Zhang et al. (2001)
, although CCL7 was not described in that study. CCL7 has been associated to histopathology induced by HRSV challenge of mice primed with formalin-inactivated virus, since it was rapidly and strongly up-regulated in primed compared to control mice (Power et al., 2001
).
IL4 and IL13 cytokines produced by Th2 type cells are potent inducers of inflammatory molecules in epithelial cells and have been related to pathological manifestations of HRSV infection (Bukreyev et al., 2005
; Connors et al., 1994
; Johnson et al., 2003
; Tang & Graham, 1994
). Both IL4 and IL13 receptors share the IL4 receptor
-chain (IL4R
). IL4R
polymorphism has been associated with severe HRSV bronchiolitis in infants (Hoebee et al., 2003
), and HRSV G glycoprotein-induced eosinophilia in mice appears to require signalling through this receptor by IL4 or IL13 (Johnson et al., 2003
). IL4R
was up-regulated shortly after HRSV infection in A549 cells (Fig. 5b
), suggesting that up-regulation of this receptor may contribute to enhanced immunopathology mediated by IL4 and/or IL13 following HRSV infection.
An interesting observation was the co-ordinate up-regulation of the IL15 and IL15RA genes. Although IL15R
was originally thought to be a component of a heterotrimeric receptor containing the IL2/IL15R
and
chains, more recent evidence showed that IL15R
functions through a novel mechanism called transpresentation. By this mechanism IL15 and IL15R
are co-ordinately expressed by antigen-presenting cells and IL15 bound to IL15R
is presented in trans to NK or CD8+T cells expressing only the IL15R
signalling component (Dubois et al., 2002
). In this way, IL15 promotes growth and survival of several cell types, including NK and CD8+T lymphocytes (Van Belle & Grooten, 2005
). In agreement with this, HRSV has been shown to up-regulate NK cytotoxicity in PBMC via IL15 induction (Fawaz et al., 1999
). IL15 has also been linked to inflammatory processes, as it induces mast-cell migration and neutrophil adhesion to A549 cells (Jackson et al., 2005
; Pelletier & Girard, 2005
).
Cytokine signalling is under negative feedback regulation by a family of proteins called suppressors of cytokine signalling (SOCS) (Alexander & Hilton, 2004
). SOCS3 is up-regulated in several inflammatory diseases (Alexander & Hilton, 2004
). Paradoxically, overexpression of SOCS3 by gene therapy led to reduction of inflammation in murine models (Shouda et al., 2001
). It has been proposed that SOCS3 is induced in an attempt to control the cytokine-signalling cascade, but that physiological levels of SOCS3 are insufficient to control proinflammatory signalling under pathological circumstances. Inefficient induction of SOCS3 by HRSV (only 1.8 times, Fig. 5b
) might contribute to the lack of control of the inflammatory processes.
Antiviral response
The time course analysis of this study showed the induction of a potent antiviral response late after HRSV infection (12 h p.i.), characterized by up-regulation of ISGs and genes related to antigen processing and presentation. Increased expression of class I MHC and antigen-processing genes has been described in A549 cells infected by HRSV and it has been shown to be mediated by IFN-
(Garofalo et al., 1996
; Jamaluddin et al., 2001
). These observations were confirmed in the present study and extended to genes related to the ubiquitination pathway.
Approximately 27 % of the genes up-regulated between 12 and 24 h p.i. (q
5 %) were identified as ISGs. The relationship between HRSV and the interferon system is controversial. Compared with other viruses, HRSV appears to induce low amounts of IFNs and it has been reported to be less responsive to their antiviral effects, both in vitro and in vivo, although not in all reports (Collins et al., 2001
). A recent study showed that IFN induction depends on the HRSV strain tested. The Long strain was a potent inducer of type I (
/
) IFN in plasmacytoid dendritic cells, while the A2 strain and four primary HRSV isolates were poor inducers (Hornung et al., 2004
; Schlender et al., 2005
). Both bovine RSV and HRSV (A2 strain) inhibit the induction of type I IFN by suppressing activation and nuclear translocation of interferon regulatory factor 3 (IRF-3), an effect mediated by the RSV non-structural proteins NS1 and NS2 (Bossert et al., 2003
; Spann et al., 2005
). In addition, HRSV A2, but not Long, inhibits Toll-like receptor 7 (TLR7)- and TLR9-mediated IFN-
/
production (Schlender et al., 2005
). Suppression of IFN induction is not the only mechanism used by HRSV to avoid the IFN-mediated antiviral response. Type I IFN signal transduction is also blocked by HRSV NS1 and NS2 proteins of both Long and A2 strains by inhibiting Stat2 expression (Lo et al., 2005
; Ramaswamy et al., 2004
, 2006
). Despite all of this, as mentioned above, HRSV A2 infection is able to induce antigen-processing and class I MHC genes through the induction of IFN-
in A549 cells (Garofalo et al., 1996
; Jamaluddin et al., 2001
). In our study, although the IFN-
gene was not present in the microarray test, the same subset of ISGs were up-regulated by both the Long and A2 strains (Table 1
). A possible explanation for these findings is that the initial infection triggers the interferon response before inhibitory levels of the virus products counteracting that response are reached. Biologically active IFN-
has been detected as early as 3 h p.i. with HRSV (Jamaluddin et al., 2001
), while it takes 1014 h to reach sufficient levels of NS1 and/or NS2 proteins to block activation and translocation of IRF-3 (Spann et al., 2005
). Another possible explanation is that many ISGs can be induced by dsRNA, a product generated during RNA virus infections, in an IFN-independent way (Sen, 2001
). The best studied dsRNA signalling pathway is that mediated by TLR3 (Sen & Sarkar, 2005
). In this regard, it is interesting that the expression of CCL5 has been reported to be induced by HRSV directly through TLR3 signalling and did not require IFN signalling through the IFN-
/
receptor (Rudd et al., 2005
). A third pathway for the induction of ISGs has been reported in Sendai-virus-infected cells that cannot respond to either IFN-
/
or dsRNA (Guo et al., 2000
). Further studies are necessary to elucidate the mechanism(s) by which HRSV infection induces such a potent ISG response.
In summary, we have reported that different subsets of genes are up-regulated at different time points following HRSV infection, reflecting the impact of the virus in the cell metabolism and the subsequent defence response of the host cell. Since microarrays are only semiquantitative assays, the differences in mRNA levels between infected and non-infected cells reported here should not be taken as absolute figures. Nevertheless, the large amount of data generated by the microarrays provides interesting clues to many processes taking place in HRSV-infected cells, opening new lines of study and experimentation. In that respect, to assess the relevance of those changes for cell and/or virus biology, it would be interesting to test the possibility that some of the genes up-regulated after HRSV infection are targets for potential inhibition of virus replication and/or modulation of the host response, avoiding pathological consequences.
| ACKNOWLEDGEMENTS |
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