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Journal of Virology, October 2003, p. 10638-10644, Vol. 77, No. 19
0022-538X/03/$08.00+0 DOI: 10.1128/JVI.77.19.10638-10644.2003
Copyright © 2003, American Society for Microbiology. All Rights Reserved.
JC Virus-Induced Changes in Cellular Gene Expression in Primary Human Astrocytes
Sujatha Radhakrishnan, Jessica Otte, Sahnila Enam, Luis Del Valle, Kamel Khalili,* and Jennifer Gordon
Center for Neurovirology and Cancer Biology, College of Science and Technology, Temple University, Philadelphia, Pennsylvania 19122
Received 3 December 2002/
Accepted 9 May 2003

ABSTRACT
Cell-type-specific transcription of the JC virus (JCV) promoter
in glial cells initiates a series of events leading to viral
replication in the brain and the development of the fatal demyelinating
disease progressive multifocal leukoencephalopathy (PML) in
patients with neurologic complications due to infection with
human immunodeficiency virus type 1. Here we employed an in
vitro infection of primary cultures of human astrocytes to compare
the transcriptional profile of cellular genes after JCV infection
by using an oligonucleotide-based microarray of 12,600 genes.
Transcription of nearly 355 genes was enhanced and expression
of 130 genes was decreased to various degrees. Many transcripts
that were increased upon JCV infection were found to encode
proteins with properties that suggest their involvement in cell
proliferation, including cyclin A and cyclin B1; signaling pathways,
such as transforming growth factor ß receptor 1, platelet-derived
growth factor receptor and fibroblast growth factor family receptor;
and other regulatory events, such as inflammatory responses,
including cyclo-oxygenase-2 (Cox-2). Microarray-based data for
several cell cycle-regulatory genes were further examined by
using Western blot analysis of in vitro infected astrocytes
harvested early and late during the infection. Results demonstrate
that protein levels of all upregulated genes were found to increase
at some point during the infection time course. In parallel,
immunohistochemical assessment of cell cycle proteins, including
cyclins A, B1, E, and Cdk2, showed positive staining of astrocytes
within PML lesions of brain tissue from patients with neuro-AIDS.
Microarray analysis was found to be a useful predictor of gene
expression in infected cells; however, it may not directly correlate
with protein levels during infection with JCV.

TEXT
The human polyomavirus, JC (JCV), is the etiologic agent for
the fatal demyelinating disease of the central nervous system,
progressive multifocal leukoencephalopathy (PML) (for review
see references
5 and
11). Once a rare disease seen primarily
in patients with impaired immune systems due to myeloproliferative
and lymphoproliferative disorders, the incidence of PML has
been significantly increased due to the AIDS epidemic (
27).
Clinical studies show that >4% of AIDS patients with neurologic
problems are diagnosed with PML (
1,
2,
6,
7,
10,
18,
19,
20,
26,
31,
32). JCV infects >65% of the human population by
early childhood with no major clinical symptoms (
16,
23,
28,
30). Reactivation of the viral genome that preferentially occurs
in oligodendrocytes and astrocytes leads to cytolytic destruction
of the myelin-producing oligodendrocytes and degeneration of
the myelin sheath in white matter. The chief pathological features
of PML are the presence of altered oligodendrocytes whose nuclei
are two to three times the size of normal cells and are filled
with virions and viral antigens (
34-
36); giant, bizarre astrocytes
with pleomorphic, hyperchromatic nuclei; and occasional mitotic
figures. Early studies revealed that expression of the viral
genome is controlled by transcription factors that are enriched
and/or active in oligodendrocytes and astrocytes, permitting
production of the viral early protein, i.e., large T antigen
and its various isoforms (
15). Once T antigen is expressed,
the virus enters into a lytic cycle that consists of active
viral DNA replication and late gene transcription coding for
the capsid proteins, VP1, VP2, and VP3, and the auxiliary Agnoprotein
in oligodendrocytes. Astrocytic cells are semipermissive for
JCV infection in that they allow for expression of T antigen
and late gene expression to a limited extent but are not the
major source of virion production in vivo (
5,
13). However,
several studies have demonstrated the ability of JCV to infect
many cell types in the central nervous system (CNS) in addition
to oligodendrocytes, including neurons, astrocytes, and macrophages
(
8,
26).
Studies that use human cell lines and animal models have provided important information on the various functions associated with the viral early protein, T antigen. For example, T antigen has the ability to associate with several cellular proteins that are implicated in the control of the cell cycle and proliferation. The association of T antigen with p53 and pRb is believed to be involved, at least in part, in the transforming ability of JCV in cell culture and its tumorigenicity in experimental animals (9, 16, 17, 24, 29). Accordingly, JCV T antigen has been reported in several human brain tumors, particularly medulloblastoma, leading to speculation about JCV involvement in CNS neoplasias. Furthermore, the JCV Agnoprotein may deregulate cell growth by altering the expression of several cell cycle-associated proteins (17). To gain more comprehensive information of the cellular events that are affected during the course of JCV infection, we employed microarray technology and compared the level of expression of cellular genes in JCV-infected and uninfected human primary astrocytes. Several of the genes whose expression was affected by JCV infection are involved in cell cycle progression and receptors for several growth factors and are classified as transcription factors and/or cofactors.
A distinction should be made between the function of JC viral proteins in transformed cells and tumor tissues versus during the course of viral infection. Of note, T antigen has been shown to interact with tumor suppressor proteins and cell cycle regulators may be dysregulated in tumor cells in vitro and in vivo. However, little information has been reported on the effect of JCV on cellular proteins during infection. While it has been previously demonstrated that p53 protein accumulates in JCV-infected cells within PML-afflicted brains and that these same cells may overexpress PCNA and Ki67, as well as cyclins A and B1 (3, 4). However, the significance of these findings has not been fully explored. In addition to T antigen, the viral Agnoprotein seems to have a regulatory role in the viral lytic cycle and may impact host function. Earlier studies have revealed that the 8-kDa Agnoprotein has a perinuclear cytoplasmic localization and may shuttle between the nucleus and cytoplasm (22). In more recent studies, it has been demonstrated that JCV Agnoprotein has the ability to associate with T antigen and controls viral gene expression and replication in human glial cells (12). As anticipated, the structural capsid protein, VP1 may also be detected in oligodendrocytes and, to a lesser extent, bizarre astrocytes (13). In order to determine the effect of JCV infection on the astrocytic cells, we performed gene expression analysis with gene array technology.
Toward this end, primary human fetal astrocytes were infected with the Mad1/SVEdelta strain of JCV, which has been described previously (29). This hybrid JCV contains the sequences for all JCV coding regions and a modified noncoding region in which the distal portion of the second 98-bp repeat sequence has been replaced with an analogous portion of a 72-bp repeat sequence of the simian virus 40 noncoding region. Infections were performed at a multiplicity of infection of 1, and production of the viral protein at 0, 5, 10, and 15 days after infection was monitored by Western blotting and immunocytochemistry. As shown in Fig. 1, T antigen was first detected at 5 days after infection and its level increased during the course of infection (Fig. 1C, compare lane 3 to lanes 4 and 5). The late gene products, including VP1 and Agnoprotein, were also detected at days 5, 10, and 15 after infection (Fig. 1F and I, respectively). Results from immunocytochemistry showed nuclear accumulation of T antigen and VP1 in the infected cells 15 days after infection (Fig. 1B and E). In accordance with earlier observations, Agnoprotein showed a strong presence in the cytoplasm around the nuclei of the infected cells (Fig. 1H).
Total cellular RNAs were isolated from uninfected cells as well
as from cells on day 15 postinfection to determine the profile
of gene expression by using the Affymetrix U95A Human GeneChip.
All protocols were conducted as described in the Affymetrix
GeneChip Expression Analysis Technical Manual. Total RNA was
prepared by the RNeasy Total RNA Isolation Kit according to
the manufacturer's instructions (Qiagen). Briefly, 20 µg
of total RNA was converted to first-strand cDNA by using Superscript
II reverse transcriptase primed by a poly(T) oligomer that incorporated
the T7 promoter (Superscript Choice Kit; Invitrogen). Second-strand
cDNA synthesis was followed by in vitro transcription for linear
amplification of each transcript and incorporation of biotinylated
CTP and UTP. Biotinylated cRNA was synthesized by using the
High Yield RNA Transcript labeling kit (Enzo Diagnostics) by
incorporating biotinylated CTP and UTP and was then purified
with RNeasy affinity columns (Qiagen).
The subsequent steps that include fragmentation and hybridization of cRNA to probe arrays (Affymetrix U95A) containing approximately 12,600 human gene sequences were performed by Research Genetics (Huntsville, Ala.) according to Affymetrix protocols. cRNA was fragmented and was tested for quality control by using Affymetrix Test 2 arrays. The cRNA products were fragmented to 200 nucleotides or less, heated at 99°C for 5 min, and hybridized for 16 h at 45°C to human U95A microarrays. The microarrays were then washed at low (6x SSPE [1x SSPE is 0.18 M NaCl, 10 mM NaH2PO4, and 1 mM EDTA {ph 7.7}]) and high (100 mM morpholineethanesulfonic acid and 0.1 M NaCl) stringencies and were stained with streptavidin-phycoerythrin. Fluorescence was amplified by adding biotinylated antistreptavidin and an additional aliquot of streptavidin-phycoerythrin stain. A confocal scanner was used to collect a fluorescence signal at a 3-m resolution after excitation at 570 nm. The average signal from two sequential scans was calculated for each microarray feature.
Affymetrix Microarray Suite 5.0 was used to quantitate expression levels for targeted genes, and default values provided by Affymetrix were applied to all analysis parameters. Border pixels were removed, and the average intensity of pixels within the 75th percentile was computed for each probe. The average of the lowest 2% of probe intensities occurring in each of 16 microarray sectors was set as background and was subtracted from all features in that sector. Probe pairs were scored positive or negative for detection of the targeted sequence by comparing signals from the perfect match and mismatch probe features. The number of probe pairs meeting the default discrimination threshold (
= 0.015) was used to assign a call of absent, present, or marginal for each assayed gene, and P was calculated to reflect confidence in the detection call. A weighted mean of probe fluorescence (corrected for nonspecific signal by subtracting the mismatch probe value) was calculated by using the One-Step Tukey's Biweight Estimate. This signal value, a relative measure of the expression level, was computed for each assayed gene. Global scaling was applied to allow comparison of gene signals across multiple microarrays: after exclusion of the highest and lowest 2%, the average total chip signal was calculated and was used to determine what scaling factor was required to adjust the chip average to an arbitrary target of 150. All signal values from one microarray were then multiplied by the appropriate scaling factor. Detecting a change of > or <2.0-fold on data normalized with Affymetrix Microarray Suite v5.0 was considered significant, in accordance with Affymetrix product specifications. Chip replicates are considered unnecessary, as repeated hybridizations with the same target have been shown to be highly reproducible (21, 33). Normalized data were then analyzed by using GeneSpring v4.2 software. Since each set of experimental conditions was created in duplicate with use of different preparations of primary cells and viral stocks, all genes shown to be classified as up- or downregulated under each set of virus-infected conditions were compared with genes under mock-infected conditions. Calculated mean changes (n-fold) of the duplicates are presented. Among the tested DNA sequences, we found that transcription of 355 genes was enhanced to various extents, while expression of nearly 130 genes was diminished due to viral infection. Among the genes whose expression was affected by viral infection, several belonged to cell cycle regulators, transcriptional activators, cytokines and immunomodulators, and genes involved in signal transduction. Table 1 represents a subset of genes annotated as cell cycle-regulatory proteins in databases supporting GeneSpring gene lists. The complete list of 355 upregulated and 130 downregulated genes can be found at http://www.temple.edu/cnvcb/supplemental.htm. Many of the genes represented in the list have unknown functions, represent cDNA clones or expressed sequence tags, or represent genes whose expression has not previously been linked to infection with JCV.
In order to validate the gene expression data, we selected a
small subset of several affected genes that were involved in
cell cycle or cellular proliferation such as cyclin A, cyclin
B1, cyclin E, PAK2, Cox-2, and transforming growth factor ßR1
(TGFßR1) to assess the level of their proteins during
the course of JCV infection of primary astrocytes by Western
blot analysis. As shown in Fig.
2, levels of cyclin A increased
slightly at 5 days but returned to normal levels at 15 days
after infection, while RNA levels were found to be increased
2.5-fold at 15 days postinfection. A significant increase in
the levels of cyclin B1 and Cox-2 was observed at 15 days postinfection,
which is consistent with the observed 3.7- and 3.6-fold increases
in RNA levels, respectively. Cyclin E and PAK2 showed a subtle
increase at the early phase of viral infection followed by a
decrease at the late phase of infection. This is in contrast
with the results from RNA analysis by microarray, where 2- and
5.5-fold increases in cyclin E and PAK2 RNA, respectively, at
15 days postinfection were observed. A similar pattern was also
observed when TGFßR1 protein levels were examined
during the course of JCV infection. As seen in Fig.
2, the levels
of the protein at 5 days were increased while a decrease was
observed at day 15 as the infection cycle progressed; RNA levels
for TGFßR1 were increased 2.2-fold. Surprisingly,
the level of a nonspecific protein such as Grb-2 remained fairly
constant during the course of infection, even though an increase
in RNA levels of approximately 2.2-fold was observed at 15 days
postinfection. This may be due to stability of the mRNA or to
posttranscriptional regulation of Grb-2. In summary, with the
exception of Grb-2, all proteins examined showed an increase
either at 5 or 15 days postinfection, though the increase was
not sustained during the course of the infection. Several of
the proteins, including cyclin A, cyclin E, PAK2, and TGFßR1,
showed an increase on day 5 and a decrease on day 15 postinfection,
with increases of >2-fold in RNA levels at day 15, suggesting
that either these RNAs are not efficiently translated at the
later stages of viral infection and/or that the proteins are
rapidly degraded at the later times of the infection cycle.
Cyclin B1 and Cox-2, however, showed increases at both the RNA
and protein levels 15 days postinfection.
To further determine the ability of microarray in a cell culture
infection model to predict up- or downregulation of genes in
vivo, immunohistochemistry was performed on paraffin-embedded,
formalin-fixed tissue sections of brain tissue from a PML patient.
Examination of cyclins A, B1, E, and Cox-2 showed enhanced cytoplasmic
staining of these proteins in the bizarre astrocytes of PML
lesions compared to results from non-PML normal brain, though
nuclear staining in PML astrocytes was notably absent (Fig.
3A to D). Similarly, increased expression of PAK2 and TGFßR1
was evident in astrocytes of PML compared to that in normal
astrocytes of non-PML samples (Fig.
3E and F). Interestingly,
punctate immunoreactivity to TGFßR1 was also detected
in the nuclei of some astrocytes (Fig.
3F). Oligodendrocyte
inclusion bodies also showed staining in the perinuclear region
or cytoplasm for most proteins analyzed, while nuclear staining
of inclusion bodies was also seen with antibodies to cyclin
A, cyclin E, PAK2, and TGFßR1. These staining patterns
in astrocytes corroborate the results from in vitro infection
of primary astrocytes by JCV and indicate that infection of
the astrocytes by JCV both in cell culture and in the brains
of PML patients leads to dysregulation of cell cycle regulators.
The upregulation of a host of cell cycle regulatory proteins
has been previously demonstrated in JCV-transformed human tumor
cells in vitro and in vivo. However, a distinction should be
made between the study of transformed cells, as is the case
for most cell lines and certainly for tumor tissues and primary
cultures of nontransformed cells. In this regard, limited information
on cellular gene expression in JCV-infected nontransformed cells
or within PML brain lesions is known. In one report, cyclins
A and B1 were shown to be overexpressed in PML astrocytes and
oligodendrocytes, as well as positive Ki67 staining (
4). While
the results presented here may suggest increased cycling of
the cells, one must cautiously consider that myelin-producing
oligodendrocytes are thought to be terminally differentiated
and that no present evidence suggests that inclusion-bearing
oligodendrocytes are undergoing cell division. However, the
bizarre astrocytes of PML do contain multilobulated nuclei or
may even appear multinucleated, suggesting that the cells may
be passing through some steps of the cell cycle. In any case,
the advantage for JCV in controlling the cell cycle is clear.
It may be necessary for a double-stranded DNA virus to control
the cellular replication machinery normally present during S
phase. In this regard, JCV T antigen can orchestrate viral DNA
replication and complete a productive infection cycle.
In summary, microarray technology was employed to investigate the expression of cellular genes during the course of infection with JCV. We chose to carry out our study in highly purified human primary astrocytes instead of mixed primary cultures of human fetal brain, which are commonly used for JCV infection in vitro, due to the inherent variations in the cell-type context of each preparation that can significantly affect the efficacy of infection in each experiment and thus the reproducibility of the outcome. Also, it is extremely difficult to obtain highly purified cultures of oligodendrocytes in the large quantities necessary to yield a sufficient amount of RNA for analysis. Thus, our results may not provide a complete picture of events related to cellular gene expression in JCV-infected brain cells, particularly oligodendrocytes. Nevertheless, our results illuminate some of the changes that occur in astrocytes upon JCV infection. The role of astrocytes in PML has not been elucidated, though it is widely accepted that they represent an abortive infection. Many questions remain to be answered, such as whether astrocytes provide any protection to infected oligodendrocytes or may even contribute toward a favorable environment for viral replication. The present study has suggested a number of proteins of known and unknown function whose gene expression has been altered upon infection with JCV. Further study toward understanding different mechanisms that may affect astrocyte function during the course of PML may lead us to understand astrocyte responses to viral infections in the CNS.

ACKNOWLEDGMENTS
We thank past and present members of the Center for Neurovirology
and Cancer Biology for their insightful discussions and sharing
of ideas and reagents. We thank Avindra Nath (Johns Hopkins
University) for providing purified cultures of human fetal astrocytes,
Walter Atwood (Brown University) for providing Mad1/SVEdelta,
and Susan Morgello (Mount Sinai School of Medicine) and the
Manhattan HIV-1 Brain Bank for providing human brain tissue
samples. We also thank C. Schriver for preparation of the manuscript.
This work was made possible by grants awarded by the NIH to L.D.V. and K.K.

FOOTNOTES
* Corresponding author. Mailing address: Center for Neurovirology and Cancer Biology, College of Science and Technology, Temple University, 1900 North 12th St., 015-96, Room 203, Philadelphia, PA 19122. Phone: (215) 204-0678. Fax: (215) 204-0679. E-mail:
kamel.khalili{at}temple.edu.


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Journal of Virology, October 2003, p. 10638-10644, Vol. 77, No. 19
0022-538X/03/$08.00+0 DOI: 10.1128/JVI.77.19.10638-10644.2003
Copyright © 2003, American Society for Microbiology. All Rights Reserved.
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