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Originally published In Press as doi:10.1074/jbc.M108658200 on October 30, 2001
J. Biol. Chem., Vol. 276, Issue 52, 48879-48886, December 28, 2001
A Comprehensive Analysis of Cytokine-induced and Nuclear
Factor- B-dependent Genes in Primary Rat Pancreatic
-Cells*
Alessandra K.
Cardozo ,
Harry
Heimberg ,
Yves
Heremans ,
Ruth
Leeman ,
Burak
Kutlu ,
Mogens
Kruhøffer§,
Torben
Ørntoft§, and
Décio L.
Eizirik ¶
From the Diabetes Research Center, Vrije Universiteit
Brussel, Laarbeeklaan 103, B-1090 Brussels, Belgium and the
§ Molecular Diagnostic Laboratory, Department of Clinical
Biochemistry, Aarhus University Hospital, Skejby,
DK-8200 Aarhus N, Denmark
Received for publication, September 7, 2001, and in revised form, October 24, 2001
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ABSTRACT |
Type 1 diabetes mellitus results from an
autoimmune destruction of pancreatic -cells. Cytokines, such as
interleukin-1 and interferon- , are putative mediators of
immune-induced -cell death and, under in vitro
conditions, cause -cell apoptosis. We have recently shown that
interleukin-1 + interferon- modifies the expression of >200
genes in -cells. Several of these genes are putative targets for the
transcription factor nuclear factor- B (NF- B), and in subsequent
experiments we showed that NF- B activation is mostly pro-apoptotic
in -cells. To identify cytokine-induced and NF- B-regulated genes
in primary rat -cells, we presently combined two experimental
approaches: 1) blocking of NF- B activation in cytokine-exposed
-cells by a recombinant adenovirus (AdI B(SA)2)
containing an inhibitor of NF- B (I Bac) super-repressor
(S32A/S36A) and 2) study of gene expression by microarray analysis. We
identified 66 cytokine-modified and NF- B-regulated genes in
-cells. Cytokine-induced NF- B activation decreased Pdx-1 and
increased c-Myc expression. This, together with
NF- B-dependent inhibition of Glut-2, pro-hormone convertase-1, and Isl-1 expression, probably contributes to the loss of
differentiated -cell functions. NF- B also regulates several genes
encoding for chemokines and cytokines in -cells. The present data
suggest that NF- B is a key "switch regulator" of transcription
factors and gene networks controlling cytokine-induced -cell
dysfunction and death.
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INTRODUCTION |
Type 1 diabetes mellitus results from a progressive
autoimmune destruction of the insulin producing pancreatic -cells
(1). Pro-inflammatory cytokines, such as
IL-1 ,1 IFN- , and
TNF- , are released in the islets by activated macrophages and
T-cells in the early stages of the disease (insulitis) and probably
contribute for -cell death (2-4). Blocking cytokine signaling with
the use of cytokine antagonists, soluble receptors, or neutralizing
antibodies prevents type 1 diabetes mellitus in BB rats and NOD mice
(4). Under in vitro conditions, IL-1 induces functional
impairment in mouse and rat -cells (5) and, in combination with
IFN- and/or TNF- , leads to human, mouse, and rat -cell death,
mostly by apoptosis (4, 5). This form of cell death seems to be the
main mode of -cell destruction in type 1 diabetes mellitus, as shown
by studies in several animal models of immune-mediated diabetes
(4).
-Cell apoptosis requires prolonged exposure to cytokines (6-9 days)
and is preceded by complex modifications in gene expression (5). To
identify these genes, we have recently utilized microarray analysis of
fluorescence-activated cell sorting-purified rat -cells exposed for
6 or 24 h to IL-1 or IL-1 + IFN- (6). -Cell exposure
to cytokines leads to induction or down-regulation of ~200 genes and
ESTs (6). There was a decrease in the expression of several genes
related to differentiated -cell functions, probably caused by
down-regulation of genes encoding the transcription factors Pdx-1 and
Isl-1, whereas cytokines up-regulated stress response genes.
Interestingly, cytokines induced the expression of mRNAs for
several chemokines, cytokines, and adhesion molecules. These peptides
have the potential to increase mononuclear cell homing and activity
during insulitis.
Several of the modified genes found by microarray analysis or
candidate-gene approach are putative targets for the transcription factor NF- B (5, 6). For three of these genes, namely iNOS (7), MnSOD
(8), and Fas (9), the role of NF- B has been confirmed by functional
studies with promoter-luciferase constructs and gel shift analysis.
NF- B is a widely used transcription factor that plays a pivotal role
in many cellular responses to environmental changes. NF- B is formed
by homodimers or heterodimers of members of the Rel/NF- B family of
proteins (10). They can bind to a set of related DNA target sites ( B
sites) and directly regulate gene expression. In nonstimulated cells,
NF- B is associated with the inhibitory protein I B and remains
sequestered in the cytosol (10). NF- B-regulated genes have been
shown to inhibit the apoptotic program in diverse cell types. In a few
cell types, however, the transcription factor also acts as apoptosis
inducer (11). Note that most studies suggesting an anti-apoptotic role
for NF- B were performed in tumoral cell lines (11), and little
information is available on the effects of NF- B activation on
primary, nondividing cells.
There is no detectable NF- B activity in resting -cells, but, upon
exposure to IL-1 , NF- B is activated and translocates to the
nucleus (12). Inhibition of cytokine-induced NF- B activation by
either a recombinant adenovirus (AdI B(SA)2), containing
a nondegradable mutant form of I B (S32A, S36A), or by stable
transfection with a dominant negative inhibitor of NF- B, prevents
cytokine-induced cell death in respectively human islet cells (13) and
purified rat -cells (14), and in mouse insulin-producing MIN6 cells
(15). In addition, intravenous administration of a NF- B "decoy"
inhibits alloxan-induced -cell death and diabetes mellitus in mice
(16). Thus, it seems that NF- B activation has mostly pro-apoptotic
effects in pancreatic -cells. However, the nature of the
cytokine-induced and NF- B-regulated genes in pancreatic -cells
remains to be identified. To address this issue, we presently combined
two experimental approaches, namely the blocking of NF- B activation
by AdI B(SA)2 in cytokine-exposed -cells and a
comprehensive study of gene expression by microarray analysis. We
identified 66 cytokine-induced genes, which are apparently regulated by
NF- B. This collection of genes is an exciting resource for
understanding the function of NF- B in primary -cells and provides
new insights into the signal transduction of cytokine-induced -cell
dysfunction and death.
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EXPERIMENTAL PROCEDURES |
Islet Cell Isolation and Culture--
Pancreatic islets were
isolated from 10-week-old male Wistar rats by collagenase digestion,
and islet -cells were purified by autofluorescence-activated cell
sorting (17) (FACStar, Becton-Dickinson, Sunnyvale, CA). -Cell
aggregates were cultured in suspension at 37 °C in Ham's F-10
medium (Invitrogen, Paisley, Scotland), as described previously (18).
For the microarray analysis, purified rat -cells were precultured in
Ham's medium for 16 h and then infected either with a control
virus (AdLuc) or with an I B super-repressor virus
(AdI B(SA)2) (described below), or, alternatively, left
uninfected. 24 h after infection, the -cells were exposed to
IL-1 + IFN- for 24 h. IL-1 (tested at 50 units/ml; 38 units/ng) was a kind gift from Dr. C. W. Reinolds (NCI, National
Institutes of Health, Bethesda, MD), and IFN- (tested at 1000 units/ml; 10 units/ng) was purchased from Invitrogen. The choice of
cytokine concentration and time of exposure is based on our previous
data (6). For the confirmation experiments with RT-PCR (see below), one
additional control virus, AdGFP, was added. To evaluate the role of NO
for some of the cytokine-induced and NF- B-dependent
genes, the iNOS inhibitor
NG-methyl-L-arginine
(L-MA, 1.0 mM; Sigma, Bornem, Belgium) was used
together with IL-1 + IFN- . We have shown previously that this
concentration of L-MA prevents cytokine-induced NO
formation by -cells (19). Culture media from the cells used for the
microarray analysis and iNOS blocker experiments were collected after
24 h of IL-1 + IFN- exposure for nitrite determination
(nitrite is a stable product of NO oxidation), as described previously (20).
Transfection with Recombinant Adenoviruses--
The recombinant
replicative-deficient adenovirus containing a mutated nondegradable
I B , with serines 32 and 36 mutated to alanines
(AdI B(SA)2), and the control virus containing the
luciferase gene (AdLuc) were prepared as described previously (21), and
were a kind gift from Dr. C. Jobin (University of California, San
Diego, CA). The additional control virus containing the green
fluorescent protein (AdGFP) was prepared as described (22). -Cells
were infected for 2 h at 37 °C, at m.o.i. 7.5. We have shown
previously that AdI B(SA)2 at this m.o.i. protects
-cells against IL-1 /IFN- -induced NO production and apoptosis,
but does not affect insulin content or glucose-induced insulin release
(14).
Microarray Analysis--
For microarray analysis the cells were
harvested, total RNA isolated, and biotinylated cRNA samples prepared
and hybridized in duplicates to the U34-A oligonucleotide array
(Affymetrix, Santa Clara, CA) as described previously (6). Because of
difficulties in obtaining a sufficient number of rat -cells in a
single occasion, and to decrease eventual biases because of biological
variation, the cells were pooled from four separate experiments, using
in each experiment 3.5 × 105 cells/group. We have
observed previously that GeneChip analysis, performed in duplicate on
pooled -cell samples, provides a reliable estimation of massive
changes in mRNA expression (6).
Analysis of differential expression was performed by the software
GeneChip Suite (version 4.0.1). Normalization was performed by global
scaling, with the arrays scaled to an average intensity of 150. Duplicate hybridizations, using separate sets of chips, were performed
for all conditions. A gene was considered to have modified expression
if it averaged 2.5-fold change in the duplicate arrays.
Cytokine-modified genes were considered as
NF- B-dependent when expression was induced or inhibited
( 2.5-fold) in noninfected and AdLuc-infected -cells, but was
prevented by AdI B(SA)2. Genes whose induction or
decrease by cytokines was diminished by at least 50% following
AdI B(SA)2 treatment were also considered
NF- B-dependent. Genes that had similar patterns of
expression in the three different comparisons were considered as
NF- B independent. The selected genes were allocated to different
functional clusters (Tables I and II) based on the putative biological
function of the encoded protein following a previously described
classification (6).
mRNA Isolation and RT-PCR--
RT-PCR, using specific primers,
was performed to confirm some of the changes in mRNA expression
observed in the microarray analysis. The selection of RT-PCR, instead
of Northern blot analysis, was motivated by the limited availability of
primary -cells. mRNA isolation and RT-PCR were performed as
described previously (23, 24). The number of cycles was selected to
allow linear amplification of the cDNAs under study. For
semiquantitative PCR, the GAPDH housekeeping gene was used as control.
We have shown previously (25) and confirmed in the current experiments
that IL-1 and IFN- do not affect GAPDH mRNA expression in
insulin-producing cells. The primer sequences and their respective PCR
fragment lengths were as follows: Glut-2, forward
(5'-GGTGTGATCAATGCACCTC-3') and reverse
(5'-GTATCTGGGGCTTTCTGGAC-3') (646 bp); Pdx-1, forward (5'-GGTGCCAGAGTTCAGTGCTA-3') and reverse (5'-TTATTCTCCTCCGGTTCTGC-3') (369 bp); c-Myc, forward (5'-AAGGCAGCTCTGGAGTGAGA-3') and reverse (5'-TTCTCTTCCTCGTCGCAGAT-3') (410 bp); calbindin, forward
(5'-ATGCCAGCAACTGAAGTCCT-3') and reverse (5'-CCGACAAGGCCATTATGTTC-3')
(449 bp); cholecystokinin-A receptor, forward
(5'-TCATGACTCCGTACCCCATT-3') and reverse (5'-ATCAGGTTGGCAGCTGAACT-3') (406 bp). The primers for GAPDH, iNOS, Isl-1, IP-10 (rat mob-1), Gadd153/CHOP, and IL-15 were as described in Ref. 6; MCP-1 as described
in Ref. 23, Ca2+ ATPase type 2 (also called SERCA2) as
described in Ref. 26, and MnSOD as described in Ref. 8. The identity of
the PCR fragments of each gene were confirmed by size and DNA
sequencing (data not shown). The ethidium bromide-stained agarose gels
were photographed under UV transillumination using a Kodak Digital
Science DC 120 camera (Eastman Kodak Co.). The data are presented as a
representative figure for three to four similar experiments. Abundance
of the GAPDH products were assessed by Biomax one-dimensional image
analysis software (Kodak) and expressed in pixel intensities (optical density).
Statistical Analysis--
Data are presented as means ± S.E., and comparisons between groups were performed by analysis of
variance followed by paired t test with the Bonferroni correction.
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RESULTS |
Identification of Cytokine-induced and
NF- B-dependent Genes in Rat Pancreatic -Cells by
Microarray Analysis--
For the microarray experiments, noninfected
-cells, -cells infected with AdI B(SA)2, and
-cells infected with AdLuc (control virus) were either exposed for
24 h to the combination of the cytokines IL-1 + IFN- or left
untreated. The selected time of cytokine exposure (24 h) is based on
our previous data, showing that 24-h exposure to IL-1 + IFN-
induces major changes in -cell gene expression, but precedes a
significant decrease in -cell viability (6). As described previously
(14), AdI B(SA)2, but not AdLuc, prevented
IL-1 /IFN- -induced NO production (data not shown). Cells from four
separate experiments were pooled for total RNA extraction, and the
resulting biotinylated cRNAs were hybridized in duplicate to the
Affymetrix rat U-34A oligonucleotide array containing ~8,000 probes
(77% known genes and 23% ESTs). As observed previously (6), ~3,000
genes and ESTs were scored as present in each of the six conditions
(2853-3626 genes). The following comparisons were analyzed: 1)
noninfected cells + cytokines versus noninfected cells, 2)
AdI B(SA)2 + cytokines versus
AdI B(SA)2, and 3) AdLuc + cytokines versus
AdLuc. Similar to our previous findings (6), 24-h exposure to IL-1 + IFN- modified expression of 224 genes and ESTs in noninfected
-cells and 211 genes and ESTs in cells infected with the control
virus AdLuc. In contrast, when NF- B activation was prevented by
AdI B(SA)2, IL-1 + IFN- changed the expression of
only 65 genes and ESTs in -cells.
Adenovirus infection by itself (i.e. in the absence of
cytokines) did not induce consistent modifications in -cell gene
expression. Comparison between noninfected versus AdLuc
showed modification of 22 genes and ESTs, whereas comparison between
noninfected versus AdI B(SA)2 identified
modifications of 14 genes. Only three genes were modified by both AdLuc
and AdI B(SA)2, as compared with control; there was a
decrease in 18 S ribosomal gene (AdI B(SA)2, 2.6;
AdLuc, 3.1), c-HA-Ras gene (AdI B(SA)2, 3.8; AdLuc,
3.6), and the regenerating protein 3 (AdI B(SA)2,
2.9; AdLuc, 4.6).
A stringent criterion was used to accept genes as
NF- B-dependent. Thus, we considered as cytokine-induced
and NF- B-dependent those genes that were modified
2.5-fold by IL-1 + IFN- in non-virus-infected -cells and in
the AdLuc (both considered as controls), but had this modification
prevented by AdI B(SA)2. In cases where the
induction/inhibition was lowered by at least 50% by
AdI B(SA)2, the genes were also considered as
NF- B-dependent. The NF- B-dependent genes
were classified according to the putative function of their encoded
proteins and are listed in Table I. Note
that, in the present series of experiments, ESTs, including those with
significant homology to known genes (as evaluated by BLAST analysis)
are included in Tables I and II. ESTs were not included in our previous
microarray analysis of cytokine-induced genes (6).
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Table I
Cytokine-induced and NF- B-dependent genes in rat
pancreatic -cells
Cytokine-induced differences in gene expression were considered as
present when the mean -fold change was 2.5. Genes were considered as
cytokine-modified and NF- B-dependent when their
expression was modified in both noninfected -cells and -cells
infected with AdLuc (control virus), but this cytokine-induced change
was either not present or prevented by at least 50% in -cells
infected with AdI B(SA)2. The genes are ordered according to
the -fold variation in gene expression observed in noninfected cells.
Asterisk (*) indicates that similar results were obtained by
more than one group of probes. Increased, , decreased compared with
respective controls (i.e. -cells noninfected, infected
with AdI B(SA)2, or infected with AdLuc and not exposed to
cytokines). Data are the mean -fold variation of two hybridizations for
the gene with the indicated access number.
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The induction of iNOS and MnSOD mRNAs, described previously as
NF- B-dependent in -cells (7, 8, 14), was reduced in
AdI B(SA)2-infected -cells (Table I).
AdI B(SA)2 also blocked or partially inhibited the
induction by IL-1 + IFN- of several genes described as NF- B
targets in other tissues (27-30). These include: GAD 67; CD40; TRAF2;
complement component-3; the chemokines IP-10 (confirmed by RT-PCR, Fig.
1), CINC-1, and MCP-1; IL-15; ICAM-1;
c-Myc (confirmed by RT-PCR, Fig. 1); and the NF- B repressor I B
(Table I). On the other, hand the induction of IRF-1 and
2-microglobulin, described as NF- B target genes in
other tissues, was not prevented by AdI B(SA)2 (Table
II), indicating that induction of these
genes in -cells may be secondary to IFN- signal transduction.

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Fig. 1.
Confirmation by RT-PCR of genes detected by
microarray analysis as cytokine-modified and
NF- B-dependent. Rat -cells
(0.8 × 105 cells/condition) were infected with the
recombinant adenoviruses expressing GFP (AdGFP), luciferase (AdLuc),
the I B super-repressor protein (AdI B(SA)2, m.o.i.
7.5), or left uninfected. 24 h after infection, cells were exposed
to IL-1 + IFN- for 24 h (IL-1 at 50 units/ml, IFN- at
1000 units/ml). mRNA was extracted, RT-PCR performed with the
equivalent of 1.5 × 103 cells, and the products were
resolved in 2% agarose gels. The number of cycles was selected to
allow linear amplification of the cDNA under study. The figure
shown is representative for three similar experiments.
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Table II
Cytokine-induced and NF- B-independent genes in -cells
Cytokine-induced differences in gene expression were considered as
present following the same criteria outlined in Table I. Genes were
considered as cytokine-modified and NF- B-independent when their
expression was similar in noninfected -cells and -cells infected
with AdLuc (control virus) or AdI B(SA)2. The genes are
ordered according to the -fold variation in gene expression observed in
noninfected cells. *, Similar results obtained by more than
one group of probes. Increased, , decreased compared with respective
controls (i.e. -cells noninfected, infected with
AdI B(SA)2, or infected with AdLuc and not exposed to
cytokines). Data are the mean -fold variation of two hybridizations for
the gene with the indicated access number.
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Blocking NF- B activation with AdI B(SA)2 prevented
IL-1 /IFN- -induced down-regulation of important genes related to
-cell function, including glucose uptake (Glut-2, Table I; confirmed
by RT-PCR, Fig. 1), insulin processing (PC-1; Table I), insulin release (PLD-1, CCK-A receptor; Table I) and insulin gene
transcription/ -cell development (Isl-1; Table I; confirmed by
RT-PCR, Fig. 1). Moreover, overexpression of I B (SA)2
prevented IL-1 /IFN- -mediated decrease of two genes related to
calcium homeostasis, namely SERCA2 and the IP3 3-kinase (Table I).
These, and most of the genes described below, have not been previously
described as NF- B-dependent.
It is noteworthy that several cytokine-induced modifications in the
expression of transcription factors were NF- B-dependent (Table I). Thus, the induction of both C/EBPs and ,
Gadd153/CHOP, and the D-binding protein by cytokines was prevented by
AdI B(SA)2.
NF- B blockage by AdI B(SA)2 inhibited the induction of
three "defense/repair" genes in -cells, namely MnSOD and the
heat shock proteins 27 and 70. On the other hand,
AdI B(SA)2 prevented cytokine-induced decrease of the
Gas-6 growth arrest-specific gene (Table I).
A list of cytokine-induced and NF- B independent genes of special
interest is shown in Table II. As suggested for other tissues (31, 32),
most of the genes listed in Table II are probably induced by IFN- ,
including STAT-1, IRF-1, IRF-7, several MHC-related genes, and
proteasome subunits.
Confirmation by RT-PCR of Genes Identified as Cytokine-induced and
NF- B-dependent--
Eight of the genes detected by
microarray analysis as cytokine-induced and
NF- B-dependent were selected for confirmation by RT-PCR.
We also evaluated the role of NF- B for the expression of the
transcription Pdx-1. Pdx-1 was not present in the microarray, but it is
an essential regulator of pancreatic endocrine cell development and
adult islet -cell function (33).
Rat -cells were infected with two control viruses (AdGFP and AdLuc),
the AdI B(SA)2 virus, or left uninfected. 24 h after
infection, the cells were exposed to IL-1 + IFN- for 24 h.
The GAPDH housekeeping gene was used as control. Exposure to IL-1 + IFN- and/or adenovirus infection did not modify GAPDH expression
(optical density values, means ± S.E. of three experiments:
noninfected, 6.8 ± 2.9; noninfected + cytokines, 7.2 ± 2.2;
AdGFP, 7.8 ± 1.7; AdGFP + cytokines, 7.6 ± 0.5;
AdI B(SA)2, 6.9 ± 0.8; AdI B(SA)2 + cytokines, 5.8 ± 1.5; AdLuc, 7.4 ± 0.5; AdLuc + cytokines, 8.1 ± 1.0).
RT-PCR analysis confirmed the microarray results for all but one
(calbindin) selected gene (Fig. 1). Thus, AdI B(SA)2
blocked cytokine-induced Gadd153/CHOP, IP-10, c-Myc, MnSOD, and iNOS
mRNA expression, whereas it prevented the inhibitory effect of
IL-1 + IFN- on Glut-2 and Isl-1. In the case of calbindin, the
cytokine-induced down-regulation observed by microarray analysis in
noninfected cells was not reproduced by RT-PCR (data not shown). IL-1 + IFN- down-regulated Pdx-1 expression in noninfected
-cells or in -cells infected with the control viruses. Expression
of the I B (SA)2 super-repressor prevented this
decrease, suggesting that Pdx-1 inhibition depends on NF- B
activation (Fig. 1).
Identification of Nitric Oxide-regulated Genes among the
Cytokine-induced and NF- B-dependent Genes--
IL-1
in combination with IFN- induces iNOS expression and the synthesis
of the radical NO in -cells. The production of NO depends on the
transcription and translation of the iNOS gene and is already detected
6 h after exposure to the cytokines (12). NO has been shown
previously to modify gene and protein expression in rat -cells
(34-37). Blocking NF- B expression by AdI B(SA)2
prevents IL-1 /IFN- -induced NO production (Ref. 14 and present data). Thus, modifications in some of the genes listed in Table I could
be secondary to inhibition of NO synthesis. Indeed, cytokine induced
changes in two of the genes identified in the present array as
NF- B-dependent, namely PLD-1 and Hsp 70 (Table I) has been previously shown to depend on NO formation (36, 38). To further
investigate this issue, rat -cells were exposed for 24 h to the
following conditions: 1) control condition (no cytokine added); 2) iNOS
inhibitor NG-methyl-L-arginine
(L-MA); 3) IL-1 + IFN- ; 4) IL-1 + IFN- + L-MA. After 24 h of culture, the nitrite production of
control and L-MA-treated cells was, respectively (mean ± S.E. of four experiments), 0.84 ± 0.84 and 1.00 ± 1.00 pmol of nitrite/103 cells × 24 h.
IL-1 /IFN- -treated cells released 13.39 ± 2.33 pmol of
nitrite/103 cells × 24 h (p < 0.01 versus control and L-MA). The addition of
L-MA to IL-1 /IFN- -treated cells significantly reduced
NO production (2.95 ± 1.20 pmol of nitrite/103
cells × 24 h, p < 0.01 versus
IL-1 + IFN- ).
The cytokine-induced decrease in CCK-A receptor, SERCA2, Glut-2, Pdx-1,
and Isl-1 mRNAs and increase in Gadd153/CHOP mRNA was totally
or partially prevented by addition of L-MA (Fig.
2). This suggests that NF- B blocking
prevents modifications in the expression of these genes in -cells
via inhibition of NO production. On the other hand, the induction of
IP-10, IL-15, MCP-1, c-Myc, MnSOD, and iNOS mRNAs by cytokines was
not hampered by iNOS inhibition, suggesting a direct
effect of NF- B on these genes.

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Fig. 2.
Identification of NO-regulated genes among
the cytokine-induced and
NF- B-dependent mRNAs. Rat
-cells (0.8 × 105 cells/condition) were exposed
for 24 h as follows: lane CNTR, control
condition; lane L-MA, iNOS inhibitor
NG-methyl-L-arginine;
lane CYT, IL-1 + IFN- ; lane
CYT+L-MA, IL-1 + IFN-
+L-MA (1 mM L-MA, 50 units/ml IL-1 , 1000 units/ml IFN- ). mRNA was extracted, RT-PCR performed with the
equivalent of 1.5 × 103 cells, and the products
resolved in 2% agarose gels. The number of cycles was selected to
allow linear amplification of the cDNA under study. The figure
shown is representative for three to four similar experiments.
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DISCUSSION |
Prolonged -cell exposure to IL-1 + IFN- (6-9 days) leads
to -cell dysfunction and death, whereas treatment with IL-1 alone
induces only functional suppression (4). NF- B blockers protect human
and rodent -cells against IL-1 /IFN- -induced cell death
(13-15), suggesting that genes regulated by this transcription factor
are required for triggering -cell apoptosis. To identify cytokine-induced and NF- B-dependent genes in primary
-cells, we have presently performed microarray analysis of cells
transfected with an I B super-repressor (AdI B(SA)2)
and then exposed for 24 h to IL-1 + IFN- .
AdI B(SA)2 has been shown previously to efficiently
prevent cytokine-induced NF- B activation and apoptosis in pancreatic
-cells (14).
Microarray comparisons between control (i.e. cells not
exposed to cytokines) noninfected -cells and -cells infected with AdLuc or AdI B(SA)2 did not show consistent changes in
gene expression. Moreover, infection of -cells with AdLuc or
AdI B(SA)2 in the absence of cytokines did not modify
expression of Pdx-1, Glut-2, Isl-1, and GAPDH mRNAs (Fig. 1;
present data), and did not affect insulin content or glucose-induced
insulin release (14). This suggests that the adenoviral vectors used in
the present study have minor effects per se on -cells,
and that the effects induced by AdI B(SA)2 are mostly
related to NF- B blocking.
Similar to our previous microarray analysis (6), we observed that
IL-1 + IFN- modifies the expression of ~200 genes in fluorescence-activated cell sorting-purified rat -cells. We
confirmed by RT-PCR the microarray results of seven of eight
cytokine-induced dependent genes. Taking these results together with
previous observations by our group (6), we have now confirmed by RT-PCR
25 of 27 genes detected in microarray analysis as modified by IL-1 + IFN- (>90% confirmation rate). This suggests that our approach to
microarray analysis, i.e. pooling four to six independent
experiments and performing the chip analysis in duplicate, provides a
reliable method for comprehensive analysis of gene expression in
primary -cells.
To identify NF- B-dependent genes, parallel comparisons
between the microarray results for cytokine-induced genes in
noninfected cells, cells infected with AdLuc and
AdI B(SA)2 were performed. Using this approach, 66 genes
that were both IL-1 /IFN- -induced and
NF- B-dependent were identified. The criteria used to
accept genes as NF- B-dependent were rather stringent (see "Experimental Procedures"), and we probably underestimated the
real number of cytokine-induced genes that are, at least in part,
dependent on NF- B activation. Among the identified
NF- B-dependent genes, iNOS and MnSOD have already been
demonstrated as NF- B-regulated in pancreatic -cells (7, 9).
Eleven additional genes were identified previously as NF- B targets
in other tissues (see "Results"), but most of the 53 remaining
genes have not been previously described as
NF- B-dependent.
IL-1 induces a rapid (30-min) NF- B translocation to the nucleus
in rat -cells (9, 12), which is independent of IFN- (39). Because
the main goal of the present study was to identify NF- B-dependent gene patterns with a potential role in
cytokine-induced -cell dysfunction and death, we selected a
relatively long time exposure to IL-1 + IFN- , i.e.
24 h. At this time point, a fraction of -cells is already
committed to undergo apoptosis, but there is not yet a detectable
increase in the number of dead cells (6). The selected time point does
not allow discrimination between early "primary" effects of NF- B
and late "secondary" effects of the transcription factor, mediated
via induction of other genes and proteins. For instance,
AdI B(SA)2 prevention of some of the cytokine-induced
genes is probably secondary to inhibition of iNOS expression and NO
production. Thus, AdI B(SA)2 decreases iNOS expression
(Ref. 14; present data) and the effects of NF- B blocking in some
target genes were reproduced by an iNOS inhibitor (Fig. 2). Some of the
deleterious effects of cytokines in rat -cells are attributed to NO
production, including inhibition of insulin secretion, mitochondrial
dysfunction, and DNA damage (34), but cytokine-induced apoptosis in
human, rat, and mouse -cells is mostly NO-independent (38, 40,
41).
Blocking NF- B activation or NO production prevented
IL-1 /IFN- -induced down-regulation of Pdx-1. PDX-1 plays a crucial
role for maintenance of differentiated -cell functions,
transactivating, among others, the genes encoding for Glut-2 and PC-1
(42, 43). Glut-2 and PC-1 were also inhibited by cytokines, and, in
line with the Pdx-1 data, this inhibition was prevented by
AdI B(SA)2. Cytokine-induced inhibition of Pdx-1, Glut-2,
and PC-1 has been confirmed previously at the protein level (37, 44)
and decreased PDX-1 expression in vivo results in decreased
Glut-2 expression and glucose intolerance (45, 46).
As described previously (6), cytokines induced c-Myc mRNA
expression in -cells. This effect was prevented by
AdI B(SA)2 but not by an iNOS blocker, suggesting a
direct effect of NF- B on c-Myc expression. Increased c-Myc mRNA
content was also observed in -cells exposed in vivo and
in vitro to supraphysiological glucose levels (47), and
adenovirus-mediated c-Myc overexpression suppresses both insulin gene
transcription and glucose-stimulated insulin secretion (48). Thus, it
is conceivable that increased expression of the oncogene c-Myc
participates in both high glucose and cytokine-induced -cell
dysfunction. Besides contributing to -cell "de-differentiation,"
transgenic c-Myc expression in -cells is associated with parallel
cell growth and apoptosis, eventually culminating in islet involution
and diabetes mellitus (49). The presently observed cytokine induction
of ornithine decarboxylase (previously confirmed at the protein level;
Ref. 50), also shown to be NF- B-dependent, is probably
secondary to c-Myc up-regulation, because ornithine decarboxylase is a
direct transcriptional target of c-Myc in  cells and other cell
types (47). Besides c-Myc, Pdx-1, and Isl-1, cytokine-induced NF- B activation also modulates the expression of the transcription factors
C/EBP , C/EBP , and Gadd153/CHOP. C/EBP factors cooperate with
NF- B for cytokine-induced Fas expression in pancreatic -cells (9), and this may be another mechanism by which cytokines, via NF- B
activation, contribute to -cell apoptosis in early type 1 diabetes mellitus.
Cytokine-induced decrease in the expression of mRNA for SERCA2, a
gene that is responsible for Ca2+ transfer into the
endoplasmic reticulum (ER), is also NO-mediated and blocked by
AdI B(SA)2 (present data). Depletion of ER
Ca2+ by thapsigargin or NO triggers the ER stress pathway
in MIN6 cells, leading to Gadd153/CHOP expression and apoptosis (51, 52). We presently observed cytokine-induced Gadd153/CHOP expression in
primary -cells, a phenomenon secondary to NF- B activation and NO
production (6, present data). Of interest, TRAF-2, an adaptor protein
with a crucial role for activation of caspase-12 during ER
stress-induced apoptosis (53), is also induced by cytokines in
-cells via an NF- B-dependent pathway (present data).
AdI B(SA)2 reduced expression of the cell adhesion
molecule ICAM-1, the chemoattractant proteins MCP-1 and IP-10 and the
cytokine IL-15. These genes are known NF- B targets (28), and their
induction was not hampered by an iNOS blocker (present data). The
expression of MCP-1 (54), IP-10, and IL-15 have already been confirmed in human pancreatic islets, both at the mRNA and protein levels (data ot shown). We have suggested previously that cytokine-induced chemokine expression by -cells contribute to the activation and recruitment of inflammatory cells to the area of insulitis (6, 54).
Because this process is NF- B-dependent (present data), it will be of interest to evaluate whether in vivo NF- B
blocking decreases mononuclear cell infiltration in early insulitis or following islet allografting into diabetes-prone NOD mice.
Several relevant cytokine-induced genes are NF- B independent (Table
II). Most of these genes are probably regulated by the IFN-
signaling pathway, which is independent of NF- B activation (31).
This group includes the transcription factors STAT-1, IRF-1, and IRF-7.
In line with these findings, IFN- alone induces STAT-1 expression
and phosphorylation in insulin-producing cells (55), and increases
IRF-1 expression in human and rat islets (39). IRF-1 seems to be of
minor importance for cytokine-induced -cell death in
vitro and in vivo (56, 57). On the other hand, STAT-1
activation leads to antiproliferative and pro-apoptotic events in some
cell types (58), and its induction has been associated with the
deleterious effects of IFN- in insulin-producing cells (55, 59).
Considering that both IL-1 and IFN- are required for triggering
apoptosis, it will be of interest to identify the nature of the
STAT-1-induced genes in -cells. These genes, together with the
presently described NF- B-dependent genes, may play a key
role in the -cell decision whether or not to undergo apoptosis.
Fig. 3 provides an overview of the main
findings of the present microarray analysis, and the putative
consequences of the observed modifications in gene expression. We
suggest that NF- B functions as a "master switch," controlling
distinct networks of transcription factors and effector genes that are
important for maintaining the -cell differentiated state, cytosolic
and ER calcium homeostasis, apoptosis, and attraction and activation of
immune cells.

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|
Fig. 3.
Proposed model, based on the present
findings, of the role of NF- B in the process
of cytokine-induced -cell dysfunction and
death in type 1 diabetes. Asterisk (*) indicates
transcription factors.
|
|
There has been increasing evidence that -cell dysfunction in type 2 diabetes mellitus is caused, at least in part, by defective expression
of key transcription factors (60). As suggested by the present
findings, it is conceivable that the process of -cell death in type
1 diabetes mellitus is also a "transcription factor malaise."
 |
ACKNOWLEDGEMENTS |
We gratefully acknowledge assistance from the
Diabetes Research Center personnel involved in -cell purification,
Hanne Steen and Eric Quartier.
 |
FOOTNOTES |
*
This work was supported by grants from the Juvenile Diabetes
Foundation International, the Fond for Scientific Research Flanders, and the Karen Elisa Jensen Fond.The costs of publication of this article were defrayed in part by the
payment of page charges. The article
must therefore be hereby marked
"advertisement" in accordance with 18 U.S.C. Section
1734 solely to indicate this fact.
¶
To whom correspondence should be addressed: Gene Expression
Unit, Diabetes Research Center, Vrije Universiteit Brussel,
Laarbeeklaan 103, B-1090 Brussels, Belgium. Tel.: 32-2-477-4551;
Fax: 32-2-477-4545; E-mail: deizirik@mebo.vub.ac.be.
Published, JBC Papers in Press, October 30, 2001, DOI 10.1074/jbc.M108658200
 |
ABBREVIATIONS |
The abbreviations used are:
IL, interleukin;
IFN, interferon;
TNF, tumor necrosis factor;
NF- B, nuclear
factor- B;
I B, inhibitor of NF- B;
Pdx, pancreatic duodenal
homeobox;
Luc, luciferase;
EST, expressed sequence tag;
L-MA, NG-methyl-L-arginine;
m.o.i., multiplicity of infection;
RT, reverse transcription;
Gadd, growth
arrest and DNA damage;
CHOP, C/EBP homologous protein;
CINC, cytokine-induced neutrophyl chemoattractant;
MCP, macrophage
chemoattractant protein;
IP-10, interferon-inducible protein 10;
PC-1, prohormone convertase-1;
PLD, phospholipase D;
CCK, cholecystokinin;
ER, endoplasmic reticulum;
TRAF, tumor necrosis receptor-associated
factor;
iNOS, inducible nitric-oxide synthase;
MnSOD, manganese
superoxide dismutase;
MC, major histocompatibility complex;
GAPDH, glyceraldehyde-3-phosphate dehydrogenase.
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R. Eldor, A. Yeffet, K. Baum, V. Doviner, D. Amar, Y. Ben-Neriah, G. Christofori, A. Peled, J. C. Carel, C. Boitard, et al.
Conditional and specific NF-{kappa}B blockade protects pancreatic beta cells from diabetogenic agents
PNAS,
March 28, 2006;
103(13):
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[Abstract]
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[PDF]
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M. Cnop, N. Welsh, J.-C. Jonas, A. Jorns, S. Lenzen, and D. L. Eizirik
Mechanisms of Pancreatic {beta}-Cell Death in Type 1 and Type 2 Diabetes: Many Differences, Few Similarities
Diabetes,
December 1, 2005;
54(suppl_2):
S97 - S107.
[Abstract]
[Full Text]
[PDF]
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A K Katakam, G Chipitsyna, Q Gong, A R Vancha, J Gabbeta, and H A Arafat
Streptozotocin (STZ) mediates acute upregulation of serum and pancreatic osteopontin (OPN): a novel islet-protective effect of OPN through inhibition of STZ-induced nitric oxide production
J. Endocrinol.,
November 1, 2005;
187(2):
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[PDF]
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N. Welsh, M. Cnop, I. Kharroubi, M. Bugliani, R. Lupi, P. Marchetti, and D. L. Eizirik
Is There a Role for Locally Produced Interleukin-1 in the Deleterious Effects of High Glucose or the Type 2 Diabetes Milieu to Human Pancreatic Islets?
Diabetes,
November 1, 2005;
54(11):
3238 - 3244.
[Abstract]
[Full Text]
[PDF]
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E. B. Hammar, J.-C. Irminger, K. Rickenbach, G. Parnaud, P. Ribaux, D. Bosco, D. G. Rouiller, and P. A. Halban
Activation of NF-{kappa}B by Extracellular Matrix Is Involved in Spreading and Glucose-stimulated Insulin Secretion of Pancreatic Beta Cells
J. Biol. Chem.,
August 26, 2005;
280(34):
30630 - 30637.
[Abstract]
[Full Text]
[PDF]
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C. A. Gysemans, L. Ladriere, H. Callewaert, J. Rasschaert, D. Flamez, D. E. Levy, P. Matthys, D. L. Eizirik, and C. Mathieu
Disruption of the {gamma}-Interferon Signaling Pathway at the Level of Signal Transducer and Activator of Transcription-1 Prevents Immune Destruction of {beta}-cells
Diabetes,
August 1, 2005;
54(8):
2396 - 2403.
[Abstract]
[Full Text]
[PDF]
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E. Cunha-Neto, V. J. Dzau, P. D. Allen, D. Stamatiou, L. Benvenutti, M. L. Higuchi, N. S. Koyama, J. S. Silva, J. Kalil, and C.-C. Liew
Cardiac Gene Expression Profiling Provides Evidence for Cytokinopathy as a Molecular Mechanism in Chagas' Disease Cardiomyopathy
Am. J. Pathol.,
August 1, 2005;
167(2):
305 - 313.
[Abstract]
[Full Text]
[PDF]
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C. E. Mathews, W. L. Suarez-Pinzon, J. J. Baust, K. Strynadka, E. H. Leiter, and A. Rabinovitch
Mechanisms Underlying Resistance of Pancreatic Islets from ALR/Lt Mice to Cytokine-Induced Destruction
J. Immunol.,
July 15, 2005;
175(2):
1248 - 1256.
[Abstract]
[Full Text]
[PDF]
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J. Storling, S. V. Zaitsev, I. L. Kapelioukh, A. E. Karlsen, N. Billestrup, P.-O. Berggren, and T. Mandrup-Poulsen
Calcium Has a Permissive Role in Interleukin-1{beta}-Induced c-Jun N-Terminal Kinase Activation in Insulin-Secreting Cells
Endocrinology,
July 1, 2005;
146(7):
3026 - 3036.
[Abstract]
[Full Text]
[PDF]
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L. D. Mastrandrea, S. M. Sessanna, and S. G. Laychock
Sphingosine Kinase Activity and Sphingosine-1 Phosphate Production in Rat Pancreatic Islets and INS-1 Cells: Response to Cytokines
Diabetes,
May 1, 2005;
54(5):
1429 - 1436.
[Abstract]
[Full Text]
[PDF]
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S. S. Vukkadapu, J. M. Belli, K. Ishii, A. G. Jegga, J. J. Hutton, B. J. Aronow, and J. D. Katz
Dynamic interaction between T cell-mediated {beta}-cell damage and {beta}-cell repair in the run up to autoimmune diabetes of the NOD mouse
Physiol Genomics,
April 14, 2005;
21(2):
201 - 211.
[Abstract]
[Full Text]
[PDF]
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K. E. Knoll, J. L. Pietrusz, and M. Liang
Tissue-specific transcriptome responses in rats with early streptozotocin-induced diabetes
Physiol Genomics,
April 14, 2005;
21(2):
222 - 229.
[Abstract]
[Full Text]
[PDF]
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A. K. Cardozo, F. Ortis, J. Storling, Y.-M. Feng, J. Rasschaert, M. Tonnesen, F. Van Eylen, T. Mandrup-Poulsen, A. Herchuelz, and D. L. Eizirik
Cytokines Downregulate the Sarcoendoplasmic Reticulum Pump Ca2+ ATPase 2b and Deplete Endoplasmic Reticulum Ca2+, Leading to Induction of Endoplasmic Reticulum Stress in Pancreatic {beta}-Cells
Diabetes,
February 1, 2005;
54(2):
452 - 461.
[Abstract]
[Full Text]
[PDF]
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S. Norlin, U. Ahlgren, and H. Edlund
Nuclear Factor-{kappa}B Activity in {beta}-Cells Is Required for Glucose-Stimulated Insulin Secretion
Diabetes,
January 1, 2005;
54(1):
125 - 132.
[Abstract]
[Full Text]
[PDF]
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L. J. Smink, E. M. Helton, B. C. Healy, C. C. Cavnor, A. C. Lam, D. Flamez, O. S. Burren, Y. Wang, G. E. Dolman, D. B. Burdick, et al.
T1DBase, a community web-based resource for type 1 diabetes research
Nucleic Acids Res.,
January 1, 2005;
33(suppl_1):
D544 - D549.
[Abstract]
[Full Text]
[PDF]
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I. Kharroubi, L. Ladriere, A. K. Cardozo, Z. Dogusan, M. Cnop, and D. L. Eizirik
Free Fatty Acids and Cytokines Induce Pancreatic {beta}-Cell Apoptosis by Different Mechanisms: Role of Nuclear Factor-{kappa}B and Endoplasmic Reticulum Stress
Endocrinology,
November 1, 2004;
145(11):
5087 - 5096.
[Abstract]
[Full Text]
[PDF]
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M. Ohara-Imaizumi, A. K. Cardozo, T. Kikuta, D. L. Eizirik, and S. Nagamatsu
The Cytokine Interleukin-1{beta} Reduces the Docking and Fusion of Insulin Granules in Pancreatic {beta}-Cells, Preferentially Decreasing the First Phase of Exocytosis
J. Biol. Chem.,
October 1, 2004;
279(40):
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[PDF]
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N. Giarratana, G. Penna, S. Amuchastegui, R. Mariani, K. C. Daniel, and L. Adorini
A Vitamin D Analog Down-Regulates Proinflammatory Chemokine Production by Pancreatic Islets Inhibiting T Cell Recruitment and Type 1 Diabetes Development
J. Immunol.,
August 15, 2004;
173(4):
2280 - 2287.
[Abstract]
[Full Text]
[PDF]
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L. E. Fridlyand and L. H. Philipson
Does the Glucose-Dependent Insulin Secretion Mechanism Itself Cause Oxidative Stress in Pancreatic {beta}-Cells?
Diabetes,
August 1, 2004;
53(8):
1942 - 1948.
[Abstract]
[Full Text]
[PDF]
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B. R. Gauthier, T. Brun, E. J. Sarret, H. Ishihara, O. Schaad, P. Descombes, and C. B. Wollheim
Oligonucleotide Microarray Analysis Reveals PDX1 as an Essential Regulator of Mitochondrial Metabolism in Rat Islets
J. Biol. Chem.,
July 23, 2004;
279(30):
31121 - 31130.
[Abstract]
[Full Text]
[PDF]
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B. Schroppel, N. Zhang, P. Chen, W. Zang, D. Chen, K. L. Hudkins, W. A. Kuziel, R. Sung, J. S. Bromberg, and B. Murphy
Differential Expression of Chemokines and Chemokine Receptors in Murine Islet Allografts: The Role of CCR2 and CCR5 Signaling Pathways
J. Am. Soc. Nephrol.,
July 1, 2004;
15(7):
1853 - 1861.
[Abstract]
[Full Text]
[PDF]
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M. M. W. Chong, Y. Chen, R. Darwiche, N. L. Dudek, W. Irawaty, P. Santamaria, J. Allison, T. W. H. Kay, and H. E. Thomas
Suppressor of Cytokine Signaling-1 Overexpression Protects Pancreatic {beta} Cells from CD8+ T Cell-Mediated Autoimmune Destruction
J. Immunol.,
May 1, 2004;
172(9):
5714 - 5721.
[Abstract]
[Full Text]
[PDF]
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B. Kutlu, A. K. Cardozo, M. I. Darville, M. Kruhoffer, N. Magnusson, T. Orntoft, and D. L. Eizirik
Discovery of Gene Networks Regulating Cytokine-Induced Dysfunction and Apoptosis in Insulin-Producing INS-1 Cells
Diabetes,
November 1, 2003;
52(11):
2701 - 2719.
[Abstract]
[Full Text]
[PDF]
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S.-E. Lamhamedi-Cherradi, S. Zheng, B. A. Hilliard, L. Xu, J. Sun, S. Alsheadat, H.-C. Liou, and Y. H. Chen
Transcriptional Regulation of Type I Diabetes by NF-{kappa}B
J. Immunol.,
November 1, 2003;
171(9):
4886 - 4892.
[Abstract]
[Full Text]
[PDF]
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J. Hemish, N. Nakaya, V. Mittal, and G. Enikolopov
Nitric Oxide Activates Diverse Signaling Pathways to Regulate Gene Expression
J. Biol. Chem.,
October 24, 2003;
278(43):
42321 - 42329.
[Abstract]
[Full Text]
[PDF]
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P. Jambal, S. Masterson, A. Nesterova, R. Bouchard, B. Bergman, J. C. Hutton, L. M. Boxer, J. E.-B. Reusch, and S. Pugazhenthi
Cytokine-mediated Down-regulation of the Transcription Factor cAMP-response Element-binding Protein in Pancreatic {beta}-Cells
J. Biol. Chem.,
June 13, 2003;
278(25):
23055 - 23065.
[Abstract]
[Full Text]
[PDF]
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V. V. Tran, G. Chen, C. B. Newgard, and H. E. Hohmeier
Discrete and Complementary Mechanisms of Protection of {beta}-Cells Against Cytokine-Induced and Oxidative Damage Achieved by bcl-2 Overexpression and a Cytokine Selection Strategy
Diabetes,
June 1, 2003;
52(6):
1423 - 1432.
[Abstract]
[Full Text]
[PDF]
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B. Kutlu, M. I. Darville, A. K. Cardozo, and D. L. Eizirik
Molecular Regulation of Monocyte Chemoattractant Protein-1 Expression in Pancreatic {beta}-Cells
Diabetes,
February 1, 2003;
52(2):
348 - 355.
[Abstract]
[Full Text]
[PDF]
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B. Tian and A. R. Brasier
Identification of a Nuclear Factor Kappa B-dependent Gene Network
Recent Prog. Horm. Res.,
January 1, 2003;
58(1):
95 - 130.
[Abstract]
[Full Text]
[PDF]
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A. K. Azevedo-Martins, S. Lortz, S. Lenzen, R. Curi, D. L. Eizirik, and M. Tiedge
Improvement of the Mitochondrial Antioxidant Defense Status Prevents Cytokine-Induced Nuclear Factor-{kappa}B Activation in Insulin-Producing Cells
Diabetes,
January 1, 2003;
52(1):
93 - 101.
[Abstract]
[Full Text]
[PDF]
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M. M. Sousa, R. Fernandes, J. A. Palha, A. Taboada, P. Vieira, and M. J. Saraiva
Evidence for Early Cytotoxic Aggregates in Transgenic Mice for Human Transthyretin Leu55Pro
Am. J. Pathol.,
November 1, 2002;
161(5):
1935 - 1948.
[Abstract]
[Full Text]
[PDF]
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J. L. Evans, I. D. Goldfine, B. A. Maddux, and G. M. Grodsky
Oxidative Stress and Stress-Activated Signaling Pathways: A Unifying Hypothesis of Type 2 Diabetes
Endocr. Rev.,
October 1, 2002;
23(5):
599 - 622.
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[PDF]
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L. M. Scearce, J. E. Brestelli, S. K. McWeeney, C. S. Lee, J. Mazzarelli, D. F. Pinney, A. Pizarro, C. J. Stoeckert Jr., S. W. Clifton, M. A. Permutt, et al.
Functional Genomics of the Endocrine Pancreas: The Pancreas Clone Set and PancChip, New Resources for Diabetes Research
Diabetes,
July 1, 2002;
51(7):
1997 - 2004.
[Abstract]
[Full Text]
[PDF]
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D. Liu, A. K. Cardozo, M. I. Darville, and D. L. Eizirik
Double-Stranded RNA Cooperates with Interferon-{gamma} and IL-1{beta} to Induce Both Chemokine Expression and Nuclear Factor-{kappa}B-Dependent Apoptosis in Pancreatic {beta}-Cells: Potential Mechanisms for Viral-Induced Insulitis and {beta}-Cell Death in Type 1 Diabetes Mellitus
Endocrinology,
April 1, 2002;
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[Abstract]
[Full Text]
[PDF]
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L. M. Scearce, J. E. Brestelli, S. K. McWeeney, C. S. Lee, J. Mazzarelli, D. F. Pinney, A. Pizarro, C. J. Stoeckert Jr., S. W. Clifton, M. A. Permutt, et al.
Functional Genomics of the Endocrine Pancreas: The Pancreas Clone Set and PancChip, New Resources for Diabetes Research
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July 1, 2002;
51(7):
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[Abstract]
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Copyright © 2001 by the American Society for Biochemistry and Molecular Biology.
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