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1 Pharmacology Department, Weill Medical College of Cornell University, New York, NY, and
2 Institut de Génétique et de Biologie Moléculaire et Cellulaire, CNRS/INSERM/ULP, Collège de France, CU de Strasbourg, France
Requests for reprints: Lorraine J. Gudas, Room E409, Pharmacology Department, Weill Medical College of Cornell University, 1300 York Avenue, New York, NY 10021. Phone: (212) 746-6250; Fax: (212) 746-8858. E-mail: ljgudas{at}med.cornell.edu
| Abstract |
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, ß, and
) and the retinoid X receptors (RXRs
, ß, and
). One of the RARs, RARß, is expressed at reduced levels in many human carcinomas, and F9 RARß2-/- cells do not growth arrest in response to RA. To determine if RARß2 regulates the expression of a unique set of genes, through the use of subtractive hybridization and DNA array analysis, we have identified and characterized genes that are differentially expressed in F9 RARß2-/- teratocarcinoma cells. These genes, which encode transcription factors, cell surface signal transduction molecules, and metabolic enzymes, include c-myc, FOG1, GATA6, glutamate dehydrogenase, glutathione S-transferase homologue (p28), Foxq1, Hic5, Meis1a, Dab2, midkine, and the PDGF-
receptor. These genes are regulated specifically by RARß2 in F9 wild-type (Wt) cells as indicated by their expression profiles in F9 RARß2-/- cells as compared to F9 Wt, RAR
-/-, or RAR
-/- cells, and their responsiveness to specific retinoid receptor agonists. The basal expression levels of some of these genes, such as c-myc, are higher in the F9 RARß2-/- cells than in F9 Wt in the absence of exogenous retinoids, suggesting that RARß2 can inhibit gene expression in the absence of a ligand. The RARß2 target genes are transcriptionally activated by retinol, as well as RA, in F9 Wt cells. Because the lack of RARß2 alters both the control of proliferation and differentiation in F9 cells, the genes that we have characterized may mediate key effects of RA, via RARß2, on these processes.
Key Words: Retinoic acid Retinoic acid receptor ß2 Subtractive hybridization Microarray Target genes
| Introduction |
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The biological effects of retinoids are primarily mediated by two classes of nuclear retinoid receptors: retinoic acid receptors (RARs) and retinoid X receptors (RXRs) (9, 10). RARs and RXRs are members of the nuclear receptor superfamily that also include estrogen, androgen, thyroid hormone, vitamin D, PPAR, and orphan receptors. The retinoid receptors are encoded by six distinct genes: RAR
, RARß, RAR
, RXR
, RXRß, and RXR
. Each of these receptors includes several isoforms formed by different splicing and usage of alternative promoters (9, 10). All-trans retinoic acid (RA) binds and activates RARs, and 9-cis-retinoic acid (9-cis RA) binds and activates both RARs and RXRs (11). Retinoid receptors activate transcription in a ligand-dependent manner by binding to retinoic acid response elements (RAREs) located in the promoter regions or enhancers of target genes. RAREs generally consist of two directly repeated half-sites of the consensus sequence AGGTCA spaced by 2 or 5 bp (DR2 and DR5 elements) (12). Recently, various coactivators for the nuclear receptors have been identified, including CBP/p300, SRC-1, TIF-2/Grip1, and ACTR/RAC3/p/CIP. They are recruited by ligand-activated receptors and enhance transcription (13, 14). Many of these coactivators possess acetyltransferase activity that can modify histones and may increase promoter access to DNA-binding proteins and the transcriptional machinery (1518).
The strong conservation of each RAR across vertebrates suggests that each receptor performs unique functions (19). In our laboratory, we generated F9 teratocarcinoma cells with mutations in both alleles of RAR
, RARß2, or RAR
by homologous recombination and showed that different RARs have different functions (2023). Mice homozygous for RAR
, RARß, or RAR
have also been generated to understand the function of each receptor. Mutant mice lacking RAR
, RARß2, RARß, or RAR
are viable but exhibit abnormalities in several tissues (2427). For example, RARß-/- mice exhibit greatly reduced hippocampal CA1 long-term potentiation (LTP) and long-term depression (LTD) (28), activities which are likely to play a role in learning and memory.
The RARß gene has four isoforms: ß1, ß2, ß3, and ß4. The ß2 isoform is the most abundant RARß isoform and the major RA inducible form (29). An RARE that mediates RA-induced RARß2 gene expression in many different cell types was identified in the promoter region (30, 31). The RARß2 RARE consists of two direct repeats of the core motif sequence AGGTCA separated by five nucleotides (31, 32). Activation of the RARß2 promoter is mediated by RAR/RXR heterodimers (33). A thyroid hormone receptor/RXR heterodimer can also bind strongly to the ßRARE and activates the RARß2 promoter in response to RXR ligands (34). RARß exhibits a pattern of expression during development and in the mature organism (35) which is different from those of the other RARs. This suggests that RARß performs specific functions.
RARß is not expressed, or is expressed at low levels, in a number of malignant tumors, including lung carcinoma, squamous cell carcinoma of the head and neck, breast cancer cell lines, and esophageal carcinoma (3640). RARß is encoded by a gene located on the short arm of chromosome 3 (p24) (41). In breast cancer, loss of heterozygosity (LOH) has frequently been detected at chromosome 3p2225 (42). All of these findings support the concept that the specific loss of RARß expression may be an important event in tumorigenesis.
Recent studies have indicated that a decrease in RARß expression results in resistance to the growth inhibitory actions of retinoids. Indeed, transfection of RARß into RARß-negative cervical, breast, and lung cancer cells increased responsiveness to growth inhibition and induction of apoptosis by retinoids (4347), and the restoration of RARß expression in RARß-negative lung cancer cell lines inhibited tumorigenicity in nude mice (48, 49). Administration of 13-cis RA to patients with premalignant oral lesions can restore the expression of RARß, as well as reverse the lesions (50). Conversely, the loss of both alleles of the RARß2 in an F9 teratocarcinoma line, generated in this laboratory by homologous recombination, resulted in the loss of growth inhibition by RA (21).
We hypothesized that each RAR regulates a specific subset of target genes. Thus, to understand the functions of the transcription factor RARß2, the target genes specifically regulated by RARß2 must be identified and analyzed. Very few RARß target genes have been identified to date. By comparing RA-treated F9 wild-type (Wt) teratocarcinoma cells and F9 RARß2-/- cells, we identified some of the RARß2 target genes through the use of subtractive hybridization and DNA expression microarray techniques. The target genes identified include transcription factors, protein tyrosine kinases, homeobox proteins, and oncoproteins. We have initiated the further characterization of eleven target genes in this study.
| Results |
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To isolate RARß2 target genes, F9 Wt cells and F9 RARß2-/- cells were treated with 1 µM all-trans RA for 24 h. Subtractive hybridization and microarray analysis were then employed. By comparing the gene expression patterns between F9 Wt cells and the F9 RARß2-/- cells, we identified approximately 80 genes from subtractive hybridization and 300 target genes from the microarray analyses (see "Materials and Methods"). Approximately one-half of the putative target genes were expressed at higher levels in RA-treated F9 Wt cells as compared to F9 RARß2-/- cells, while the remaining genes were expressed at higher levels in RA-treated RARß2-/- cells than in F9 Wt.
Target Genes Identified by Subtractive Hybridization
We examined 20 of the genes isolated by subtractive hybridization by Northern analysis of F9 Wt versus F9 RARß2-/- cells and found that 7 out of 20 target genes were reproducibly altered in the Northern blot analysis. We sequenced these seven target genes and identified them using NCBI Blast Programs. Among them, six are known genes (Table 1) and one is an uncharacterized gene. The six known genes are Dab2 (p96 form), glutamate dehydrogenase, Foxq1, Meis1a, midkine, and glutathione S-transferase homologue (p28). To determine whether or not these genes were specific RARß2 targets, the regulation of these genes by RA was also examined by Northern blot analysis in F9 RAR
-/- and RAR
-/- lines, generated by homologous recombination in our laboratory (22, 23). We also examined RARß2 mRNA expression. As expected, RARß2 mRNA was not expressed in F9 RARß2-/- cells and its expression was stimulated by RA in F9 Wt, RAR
-/-, and RAR
-/- cell lines (Fig. 1).
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-/- cells was also low, both before and after RA treatment, as compared to Wt cells (Fig. 1, C and D), indicating that RAR
may also modulate its expression.
Foxq1 (formerly Hfh-1L) belongs to the family of the FOX (Forkhead box) transcription factors (previously called HNF-3/forkhead transcription factors) (52). RA strongly induced Foxq1 expression in F9 Wt cells, but not in F9 RARß2-/- cells. For instance, Foxq1 mRNA was induced by 5.6- and 7.8-fold after 48 and 72 h RA treatment in F9 Wt cells. By contrast, in F9 RARß2-/- cells, after 48 and 72 h, Foxq1 mRNA was only slightly induced (Fig. 1, A and B; Table 1). However, Foxq1 appeared not to be a specific RARß2 target. Foxq1 mRNA expression in F9 RAR
-/- cells was also low, both before and after RA treatment, as compared to Wt cells (Fig. 1, A and B), indicating that RAR
may also modulate its expression.
Meis1a, a member of a family of genes encoding the TALE (three-amino-acid loop extension) subset of homeodomain-containing proteins (53), acts as a cofactor of certain Hox proteins and may play a major role in normal hematopoiesis (54). Meis1a mRNA was expressed in F9 Wt, RAR
-/-, and RAR
-/- cell lines in the absence of RA. In contrast, Meis1a mRNA is barely detectable in the untreated F9 RARß2-/- cells, indicating that the basal expression level of Meis1a mRNA in F9 Wt, RAR
-/-, and RAR
-/- cells may be regulated by RARß2 in the absence of exogenously added ligand. After 24 h of RA treatment, the Meis1a mRNA level was increased by 3-, 3-, and 2.5-fold in the F9 Wt, RAR
-/-, and RAR
-/- cell lines, respectively, but it was not changed in the F9 RARß2-/- cells (Fig. 1, A and B). Meis1a mRNA was only slightly induced in the F9 RARß2-/- cells, even after 48 or 72 h RA treatment, indicating that Meis1a is a specific RARß2 target gene in these cells.
Midkine is a member of a family of heparin-binding growth factors and was originally isolated as a retinoic acid-responsive gene (55). midkine mRNA was increased by RA in F9 Wt, RAR
-/-, and RAR
-/- cells, and after 48 h, RA increased midkine mRNA levels by 5.5-, 4-, and 5-fold, respectively. In contrast, RA led to a slight reduction in the midkine mRNA level in F9 RARß2-/- cells (Fig. 1, C and D). Thus, midkine displays the features of a RARß2 specific target gene.
Glutamate dehydrogenase (GDH) is a mitochondrial enzyme that catalyzes the oxidative deamination of glutamate to
-ketoglutarate using NAD+ or NADP+ as a cofactor (56). In the brain, besides its function in metabolism, GDH influences glutamate neurotransmitter availability (57). The basal GDH mRNA level was lower in F9 RARß2-/- cells than in F9 Wt cells (data not shown). RA treatment caused an induction of glutamate dehydrogenase mRNA expression in F9 Wt cells, but not in F9 RARß2-/- cells (Table 1).
Finally, glutathione S-transferase homologue (p28) is a small stress response protein which belongs to a family of GST-like (glutathione S-transferase) proteins (58). p28 expression was not affected by RA at either 24 or 48 h in Wt, RAR
-/-, or RAR
-/- cells, and its expression was 4-fold lower in F9 RARß2-/- cells compared to the other three cell lines (Fig. 1, C and D). Thus, p28 exhibits the properties of an RARß2 specific target gene.
Target Genes Identified by Microarray Analyses
We used gene microarray analyses to identify RARß2 target genes, and obtained EST clones for the genes showing the largest fold changes between F9 Wt cells and F9 RARß2-/- cells. Seven out of the seven target genes from microarray analysis were confirmed by semi-quantitative RT-PCR or Northern analysis, indicating that the microarray analysis was generally reliable. These genes are listed in Table 1. Dab2 and Foxq1 were also identified by subtractive hybridization and were discussed above.
c-myc is a proto-oncogene that is activated in various animal and human tumors. It is a transcription factor that plays a pivotal role in many biological functions including cell growth and differentiation (59, 60). c-myc mRNA in untreated RARß2-/- cells was expressed at a 3.4-fold higher level than in untreated F9 Wt, RAR
-/-, or RAR
-/- cells. Furthermore, c-myc mRNA expression in F9 RARß2-/- cells is 4.5-fold higher than in F9 Wt cells after 6 h of RA treatment (Fig. 1, A and B). After 24 h of RA treatment, the expression of c-myc mRNA is reduced by 3.7-, 4-, and 4.9-fold in F9 Wt cells, RAR
-/-, and RAR
-/- cells, respectively, while in the RARß2-/- cells, the c-myc mRNA level is still higher than in Wt cells. These data suggest that RARß2 suppresses c-myc mRNA expression in F9 Wt cells even in the absence of exogenously added RA.
FOG1 is a member of the FOG (for Friend of GATA) family of multitype zinc finger proteins that interact with GATA and play essential roles in development (61). FOG1 is expressed in erythroid cells and megakaryocytes, liver, and testis (61). GATA6 is a member of the GATA family of transcription factors which regulate gene expression during development (62). GATA6, together with GATA4 and GATA5, is involved in the formation of the extra-embryonic and embryonic endoderm, as well as the cardiogenic mesoderm (63). FOG1 and GATA6 mRNAs were increased by RA in the F9 Wt, RAR
-/-, and RAR
-/- cell lines, but were not increased by RA or increased to a lesser extent in the F9 RARß2-/- cells (Fig. 1A). Thus, FOG1 and GATA6 are RARß2 specific target genes.
Hic5 is a focal adhesion protein that is very similar to paxillin (64). Studies have suggested that Hic5 is involved in the negative regulation of cell growth, since overexpression of Hic5 results in cell growth inhibition (65). Like p28, the expression of Hic5 is not affected by RA treatment, but basal Hic5 mRNA expression is much higher in F9 Wt cells than in F9 RARß2-/- cells (Table 1).
PDGF-
receptor (PDGF
R) is one of the two receptors for platelet-derived growth factor (PDGF); it has been suggested that the PDGF
R plays a role in embryonic development (66). It was previously shown that PDGF
R expression is up-regulated during RA-induced F9 cell differentiation (67). Our results show that the PDGF
R mRNA level is increased by RA in F9 Wt cells, but not in F9 RARß2-/- cells (Table 1). PDGF
R mRNA levels are also lower in F9 RAR
-/- and F9 RAR
-/- cells, indicating that multiple RARs can regulate the expression of this gene.
Target Genes are Transcriptionally Regulated by RARß2
To determine if the target genes were transcriptionally regulated by RARß2, we inhibited transcription by using actinomycin D, an inhibitor of RNA polymerase II (68). F9 Wt cells and F9 RARß2-/- cells were first treated for 12 h with or without 1 µM RA. At 12 h, RNA was isolated from some dishes of cells, while actinomycin D (2 µg/ml) (69) was added to other dishes of cells to inhibit RNA transcription. RNA was isolated after an additional 6 h. The RNA samples were analyzed by Northern blot analysis (Fig. 2). Consistent with results shown in Fig. 1, RA induced target gene expression in F9 Wt cells, but not in the F9 RARß2-/- cells. It is also worth noting that the stimulatory effect of RA can be seen as early at 12 h. Treatment of Wt cells with actinomycin D alone resulted in a decrease in target gene mRNA. Furthermore, RA induction of target gene mRNA was completely blocked by treatment with actinomycin D, indicating that ongoing transcription is required for RA-induced expression of target genes. The c-myc mRNA level seen after 18 h of RA treatment in F9 RARß2-/- cells was greatly reduced after 6 h of actinomycin D treatment, which is consistent with the previous finding that the half-life of c-myc transcripts in F9 cells is about 40 min (70).
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and not RARß2 in F9 cells (23). | Discussion |
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-/-, and RAR
-/- cell lines. Most of the target genes are regulated by RA, though our data suggest that some genes, such as Dab2, Hic5, and p28, are also regulated by RARß2 in the absence of exogenously added RA. The RARß2 target genes are also induced by Rol (Fig. 4) to a greater extent than a primary RA target gene such as Hoxa1, which is not an RARß target (23). As we have shown previously that Rol is not metabolized to RA in F9 cells (75), a Rol metabolite, 4-oxoRol, is likely to be involved in the regulation of these target genes in F9 cells. We have not yet determined the number of primary versus secondary RARß2 target genes, as this requires much more extensive characterization of the promoters of the genes. The target genes identified in this study encode a wide range of proteins that regulate a variety of biological processes. This suggests that, in addition to the regulation of cell proliferation, the transcription factor RARß2 participates in the regulation of many biological processes via the transcription of multiple target genes.
We found that some target genes are RARß2 specific (Table 1) in that the F9 RARß2-/- cells exhibited reduced or no expression of these target genes, but the F9 RAR
-/- and F9 RAR
-/- cell lines exhibited expression levels similar to those in F9 Wt cells. These data provide evidence that each RAR isoform has distinct functions.
Target Genes and Cell Growth and Cancer
Consistent with our data showing that the induction of RARß2 is necessary for the growth arrest of F9 cells, two of the target genes we identified, c-myc and Dab2, from this study have been shown to play major roles in cell growth and proliferation. The c-myc proto-oncogene, the cellular homologue of the retroviral v-myc oncogene, is activated in various animal and human tumors (76). c-Myc is a transcription factor which regulates many biological processes, including the cell cycle and cell differentiation (77). The c-Myc protein can regulate some cyclins, cyclin-dependent kinases (CDKs), and CDK inhibitors, which are cell cycle regulators (78). Deregulated c-myc expression often results in increased cyclin E and cyclin A expression (79, 80). In addition, expression of c-myc can decrease p27 levels and interfere with its function (81).
Our data indicate that expression of c-myc mRNA is repressed by RARß2 in F9 Wt cells, even in the absence of exogenous RA, and that c-myc mRNA is expressed at a much higher level in untreated and 24 h RA treated F9 RARß2-/- than F9 Wt cells (Fig. 1). We conclude that in F9 Wt cells, a low level of RARß2 expression (without exogenous RA addition but in the presence of low levels of Rol from serum) inhibits c-myc mRNA expression. The reduction of c-myc mRNA by RA in F9 Wt cells has been observed in several studies, and down-regulation of c-myc mRNA by RA is associated with RA-induced growth arrest of F9 cells (82). The increased level of c-myc mRNA in RARß2-/- cells may play a role in preventing these cells from undergoing growth arrest on RA treatment. Since changes in the c-myc gene or its expression are associated with approximately one-seventh of U.S. cancer deaths (76), experiments will be carried out to determine if the loss of RARß2 expression in tumors causes the overexpression of c-myc transcripts and concomitant abnormal regulation of tumor cell growth.
RA has been shown to regulate Dab2 expression during embryonic development (83). Moreover, Dab2 has been suggested to be a major mediator of RA cell growth inhibition. Transient transfection of Dab2 was sufficient to uncouple MAPK activation and c-fos expression, and was associated with growth inhibition in F9 cells (84). Since we found Dab2 to be a RARß2 target in this study, RARß2 could mediate the growth inhibitory effects of RA by up-regulating Dab2 expression. Studies of GATA6-deficient mouse embryos suggest that Dab2 expression is regulated by GATA6 (85). Since we have shown that GATA6 is also a RARß2 specific target, Dab2 may be an indirect target of RARß2 and may be regulated by RARß2 through GATA6. The lack of a known RARE in the Dab2 promoter (86) supports this suggestion. The observation that the expression of Dab2 mRNA is eliminated in 8595% of breast and ovarian tumors suggests that it is a tumor suppressor gene (51). Indeed, overexpression of Dab2 reduced the tumorigenicity of carcinoma cells (87). Conversely, the reduction of RARß2 levels in human breast tumors (88) could result in the down-regulation of Dab2, which in turn could alter the control of cell proliferation.
Target Genes and Development
Several targets identified in this study provide insight into the roles of RARß2 in development. Meis1a is a member of the homeobox gene family of transcription factors and has been suggested to play a role in peripheral neural system development. Correct expression of Meis1a is essential for correct patterning in the embryonic peripheral nervous system (89). Our finding that Meis1a is a target of RARß2 is consistent with the finding that RARß is expressed and plays a role in the developing nervous system (90).
FOG1 is the founding member of the FOG family of proteins that interact with GATA transcription factors and modulate their activity (61). FOG1 knockout mice die at embryonic day 11.5 of gestation because of arrested erythroid cell maturation and complete failure of megakaryopoiesis (91). As FOG1 was shown to be a target of RARß2 in these F9 cells, RARß2 may play a role in megakaryopoiesis.
The GATA6 transcription factor is involved in the formation of the extra-embryonic and embryonic endoderm, as well as in cardiogenic mesoderm (92). GATA6 is essential for lung epithelial differentiation in the mouse embryo (63). Our result that GATA6 is a RARß2 specific target suggests that RARß has a role in the lung epithelial cell differentiation. Consistent with this, RARß is expressed in the epithelia of the lungs (93).
In the midgestation period, midkine is expressed in the endoderm-derived lung epithelium and the adjacent mesenchyme, which suggests a key role for midkine in the regulation of lung development (94). Interestingly, RARß is also expressed in the endoderm-derived lung epithelium and the adjacent mesenchyme at the same stage of embryogenesis. In the embryo, PDGF-A is expressed primarily by epithelial cells, whereas the PDGF-
receptor is expressed primarily in mesenchymal cells. This ligand-receptor pair is thought to be important to epithelial-mesenchymal signaling in the lung during development (95). These findings, together with our results that midkine and the PDGF-
receptor are RARß2 target genes, suggest that RARß plays a role in epithelial-mesenchymal signaling during lung development.
Foxq1 is expressed throughout embryonic development of the mouse (52). Although its function remains unclear, it is likely to play a crucial role during embryogenesis, given its similarity to other family members. Another family member, Foxp2, is involved in the development of speech (96).
Further characterization of the RARß2 target genes identified in this study will be helpful in increasing our understanding of the functions of RARß2 in a variety of biological processes. Future studies should also provide important insights into the molecular mechanisms by which the silencing of the RARß2 gene leads to cancer.
| Materials and Methods |
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Cell Culture, RNA Extraction, and Northern Blot Analysis
F9 Wt, RARß2-/-, RAR
-/-, and RAR
-/- cells were maintained in DME supplemented with 10% bovine calf serum and 2 mM glutamine. Total cellular RNA was extracted using RNA-STAT 60 (Tel-Test, Friendswood, TX) following the manufacturer's protocol. Northern blot analysis was performed as described previously (97). Briefly, total RNA (10 µg) was resolved on 1% agarose gels containing 5% formaldehyde and RNA was transferred to nylon filters. Nylon filters were prehybridized, and hybridized at 42°C in 50% (v/v) formamide, 5x SSC, 50 mM NaH2PO4-Na2HPO4 (pH 7.4), 5 mM EDTA, and 0.1 mg/ml salmon sperm DNA. cDNA probes of target genes were labeled with [32P]dCTP using a random primer labeling kit (Roche, Indianapolis, IN). cDNA inserts for target genes were either from the F9 cDNA library described below or were commercially available EST clones. EST clones for GATA6 (AI894084), PDGF-
receptor (BE630572), and FOG1 (AW763708) were obtained from Incyte (Palo Alto, CA). EST clones for c-myc (BG243402) and Hic5 (BF536993) were from ATCC. Northern blots were quantitated by phosphorimager analysis, and the software NIH Image 1.62 or Image Quant 1.2.
Subtractive Hybridization
A PCR-Select cDNA Subtraction Kit (Clontech, Palo Alto, CA) was used to carry out subtractive hybridization analysis. F9 Wt teratocarcinoma cells and the F9 RARß2-/- line were treated with 1 µM all-trans RA for 24 h and total RNA was extracted. After reverse transcription, cDNAs from the two cell lines were subjected to subtractive hybridization according to the manufacturer's protocol. Products from the secondary PCR reactions were radiolabeled with [
-32P]dCTP and hybridized to duplicate filters containing phage clones from a cDNA library in a Lambda ZAP vector; this cDNA library was synthesized from F9 Wt cells treated with RA for 72 h.3 After autoradiography, the filter patterns of F9 Wt cells and of F9 RARß2-/- cells were compared for each spot. Differentially hybridized clones were picked and the inserts were subjected to Northern blot analysis.
DNA Microarray Analysis
Total cellular RNA was extracted from F9 Wt teratocarcinoma cells and the F9 RARß2-/- cells, both of which were treated with 1 µM all-trans RA for 24 h. Microarray analysis was carried out according to the Affymetrix Genechip expression analysis technical manual. Briefly, total RNA from both cell lines was reverse transcribed into cDNA. After second-strand synthesis, cDNAs were then in vitro transcribed into cRNA with biotinylated ribonucleotides (Enzo Diagnostics, Farmingdale, NY). cRNA (20 µg) was fragmented by heating at 94°C for 35 min. A cocktail containing fragmented cRNA, control oligonucleotide B2, control cRNA (Biotin B, Biotin C, Biotin D, and Cre), and herring sperm DNA was hybridized to microarray chips (MG-U74Av2) for 16 h at 45°C. After washing and staining, the distribution of fluorescent material on the array was measured using a laser scanner. The resultant image was processed with MAS (Microarray Suite) software (Affymetrix, Santa Clara, CA). The microarray experiments were repeated three times with different RNA preparations. Only genes which exhibited different expression patterns between the F9 Wt and F9 RARß2-/- cells in three independent array experiments were further analyzed.
Microarray Data Analysis
The Microarray Core of the Weill Medical College of Cornell performed data preparation and data analysis. The expression level of each gene and the fold change between genes from F9 Wt cells and F9 RARß2-/- cells were calculated using a computer program (GeneSpring, Redwood, CA). This computer program was also used for functional gene grouping analyses.
| Acknowledgements |
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| Notes |
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2 Current address: Bristol-Myers Squibb Company, New Brunswick, NJ 08903. ![]()
3 Thompson and Gudas, unpublished data. ![]()
Received February 18, 2003; revised May 9, 2003; accepted May 9, 2003.
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