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Cell and Tumor Biology |
1 Department of Molecular Genetics, Biochemistry and Microbiology, and 2 Howard Hughes Medical Institute, University of Cincinnati College of Medicine and Divisions of 3 Developmental Biology and Pediatric Informatics and 4 Pathology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
Requests for reprints: Joanna Groden, Department of Molecular Genetics, Biochemistry and Microbiology, University of Cincinnati College of Medicine, 231 Albert Sabin Way, Cincinnati, OH 45267-0524. Phone: 513-558-0088; Fax: 513-558-2794; E-mail: joanna.groden{at}uc.edu
| Abstract |
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Key Words: adenoma APC gastrointestinal cancer mouse models of cancer transcriptional profile
| Introduction |
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The Wnt signaling pathway regulates cell fate and proliferation in normal cells, particularly during embryonic development. Activation of Wnt signaling occurs when secreted Wnt ligands activate transmembrane frizzled receptors through a mechanism known to involve disheveled proteins. This ligand-receptor engagement inhibits GSK-3ßmediated phosphorylation of ß-catenin. Thus, ubiquitin-dependent destruction of ß-catenin ceases, and ß-catenin levels rise in the cytoplasm and nucleus. ß-catenin can interact with members of the T-cell factor (TCF) transcription factor family (TCF1, LEF1, TCF3, and TCF4) and be transported to the nucleus, where the complex alters the expression of target genes containing cis-acting, TCF-binding elements (2). Genes whose transcription is altered by TCF/ß-catenin include those that are growth promoting, such as c-MYC and cyclin D1, as well as the matrix-remodeling enzyme matrilysin (MMP7), the nuclear receptor PPAR
, gastrin, connexin 43, WISP1, WISP2, fibronectin, Nr-CAM, AXIN2, fra-1, c-jun, and the recently discovered transcription factor ITF-2 (1, 310). In the absence of a Wnt signal, GSK-3ß, AXIN, and the APC tumor suppressor form a complex that can degrade ß-catenin via the ubiquitin-proteosome pathway (11).
Inappropriate activation of the Wnt pathway is associated with the development of cancer. Disruption of the Wnt regulatory complex by mutation of ß-catenin (CTNNB1), AXIN2, APC, or GSK-3ß leads to ß-catenin accumulation and TCF/ß-cateninmediated transcriptional alteration of target genes (1). The NH2 terminus of ß-catenin contains four highly conserved serine/threonine residues, S33, S37, T41, and S45 (12), that are phosphorylated by GSK-3ß and are required for recognition and degradation of ß-catenin by the E3 ubiquitin complex containing ß-TRCP. Missense mutations of these residues have been identified in numerous tumors leading to nuclear localization of ß-catenin, a marker for aberrant Wnt signaling (2, 11, 13). Approximately 85% of human colorectal tumors carry biallelic-inactivating mutations of APC; 7% to 15% of colorectal tumors lacking a mutation in APC carry mutations in ß-catenin (CTNNB1; ref. 11). Mutations in AXIN2 have been observed in some hepatocellular tumors which lack CTNNB1 and APC mutation (13), as well as in some colorectal cancers defective in DNA mismatch repair (14). Inactivating AXIN2 mutations prevent binding of AXIN to GSK-3ß or ß-catenin (13).
Although genetic alteration of CTNNB1, AXIN, or GSK-3ß result in aberrant Wnt signaling, the most common mechanism to activate the Wnt pathway involves APC. Most APC mutations are nonsense mutations which delete part or all of the central domain of APC containing the 15- and 20-amino-acid repeats necessary and sufficient to bind and down-regulate ß-catenin (11, 13). COOH-terminal truncation of five or more of the seven 20-amino-acid repeats in APC prevents ß-catenin degradation and results in TCF/ß-cateninmediated transcription in intestinal epithelial cells. Although APC mutation is an early and common event in colorectal cancer development, the extensive molecular consequences of APC inactivation are not completely understood. One approach to this problem is to ask which genes are altered in the intestinal epithelium of a mouse model of gastrointestinal tumor formation in response to activated Wnt signaling in vivo. Such information would identify new biomarkers and therapeutic targets for human colorectal cancer.
In this study, gene expression profiles were examined in adenomatous gastrointestinal tumors of the ApcMin/+ mouse in response to somatic Apc mutation and consequent activated Wnt signaling. Incyte Gem1 cDNA microarrays were used to obtain these transcription profiles and those of normal and embryonic tissues along the anterior-posterior axis of the gastrointestinal tract. Previously unidentified Wnt target genes were obtained from a screen of more than 8,600 genes and validated by other methods to confirm their changes in expression during tumor formation.
| Materials and Methods |
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RNA Extraction. Animals were euthanized and tissues immediately dissected and flash frozen in liquid nitrogen. Total RNA was extracted from all tissues and polyadenylated RNA was isolated from 150 µg of total RNA using Oligotex (Qiagen, Chatsworth, CA). Each polyadenylated RNA was purified twice using a GenElute kit (Sigma-Aldrich, St. Louis, MO), whereas RNase degradation and genomic contamination were assessed using a Bioanalyzer 2100 (Agilent Technologies, Palo Alto, CA).
Fluorescent Probe Preparation and Microarray Hybridization. cDNA was synthesized using reverse transcription with an 18-mer oligo-dT primer in the presence of fluorescent dUTP using the CyScribe kit (Amersham Pharmacia Biotech, Bjorkgatan, Sweden). All cDNA targets generated from database test tissues were Cy5-dUTP labeled and competitively hybridized against Cy3-dUTPlabeled reference cDNA from whole mouse P1 to Incyte GEM1 cDNA microarray containing 8,638 sequence-verified Image EST clones, ranging in size from 500 to 5,000 nucleotides (Incyte Genomics, St. Louis, MO). Cy5-dUTP and Cy3-dUTPlabeled cDNAs were mixed and purified with a QiaQuick column (Qiagen) before competitive hybridization. For each RNA sample, technical replicates were hybridized. Following initial Lowess dye intensity per chip normalization using the P1 reference, gene ratios were normalized across all samples included in the database or in the sample series for more restricted sample intercomparisons.
Microarray Data Analyses. Incyte GEM1 mouse microarrays contain 8,638 cDNA clones corresponding to identified genes. Less than a 2-fold variation across the 192 control genes permitted interarray comparisons. Target signal intensity and background noise were calculated using GenePix 3.0 software following scanning by the GenePix4000B scanner (AxonInstruments, Inc., Union City, CA). Individual spot quality was assessed with GEMTools 2.5.0 software (Incyte Genomics). For unannotated EST sequences included in the probe lists, the Celera Discovery System (Celera Genomics, Norwalk, CT) was used to identify genes in the mouse genome. Gene prediction was done using the Otto method (16). We were able to identify a known or predicted gene for 7 of 26 unknown ESTs.
Second-stage data analysis was done with GeneSpring 6.1 software (Silicon Genetics, Redwood City, CA). To make comparisons between multiple chips, normalizations were applied to raw data. To identify genes altered during tumorigenesis, the 8,638 probe hybridizations were filtered using two approaches: (1)a statistical filter (Welch ANOVA corrected for multiple testing using the Benjamini Hochberg False Discovery Rate, P<0.005) comparing mean expression levels between tumors and normal adult tissue, and (2) a filter method based on fold changes in gene intensity when comparing one sample to another. Only those genes showing a 1.8-fold increase or decrease in expression were selected for further analysis. All lists were then combined and sorted by probe name. This master database was then mined for genes expressed in at least 50% of the 14 tumors irrelevant of location, genes exhibiting site-specific expression in at least 60% of the duodenum and jejunum tumors and 75% of distal colon tumors.
Real-time reverse transcription-PCR Analysis. Normal tissue from wild-type C57BL/6J and adenomas from ApcMin/+ mice ages 5 to 7 months was harvested as described above. Human colorectal samples were collected from patients undergoing surgery at University Hospital in Cincinnati. Subsequent total RNA extraction was done using TriZol (Invitrogen, San Diego, CA). Using oligo-dT12-18 cDNA was synthesized with Superscript II reverse transcriptase (Invitrogen). SYBR Green real-time PCR was done using an ABI7700 (Applied Biosystems, Foster City, CA). Each point of the standard curve that was generated represented the average of triplicates. All experimental samples from tumor and other normal tissues were expressed as an n-fold difference relative to the standard. Experimental target quantities were normalized to the endogenous GAPDH control or ß-actin.
In Situ Hybridization. Whole intestines from wild-type C57/BL6 and ApcMin/+ mice ages 5 to 7 months were removed and incubated overnight in DEPC-treated 4% paraformaldehyde in PBS at 4°C. Intestines were transferred to PBS with 30% sucrose and incubated at 4°C prior to embedding in M-1 for subsequent frozen sectioning. 35S-labeled sense and antisense riboprobes were synthesized by in vitro transcription from linearized templates containing cloned cDNA fragments for Expi, Lcn2, N4wbp4, and Sox4 in the pT7T3D-Pac plasmid (Incyte). In vitro transcription with T3 polymerase was done on EcoRI-digested plasmids to produce the antisense probes ranging in size from 500 to 800 bp; in vitro transcription with T7 polymerase and NotI-digested templates generated sense probes to assess nonspecific hybridization. In situ hybridization of the sections was done as previously described (17).
| Results |
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Our experiments were designed with the goal of identifying genes dysregulated in the early stages of tumor progression by comparing gene expression patterns in adenomas to those of normal adult and developing whole intestine. Two separate methods, the Welch ANOVA and a fold-change analysis, were used to compare the expression profiles of adenomas with normal tissue. The Welch ANOVA method, corrected for multiple testing using the Benjamini Hochberg False Discovery Rate, identified 428 genes with statistically significant changes in mean expression levels between normal adult tissue and adenomatous tissue from the intestine (P < 0.005). Inaddition, 237 genes were identified with statistically significant changes in mean expression levels between normal adult tissue (distal colon) and adenomatous tissue from the large intestine (P<0.005). Lastly, after comparing both large and small intestinal adenomas to normal gastrointestinal tissue, 51 genes displayed statistically significant expression changes. The statistical filter using the Welch ANOVA method detects differences <1.8-fold between normal tissue and tumors if variation in expression is low. However, the Welch ANOVA lacks the sensitivity to discover potentially interesting genes with high variation in expression among tumors or to extract site-specific expression patterns. Therefore, a more intensive analysis was used to identify genes based on fold change in expression when comparing each tumor to its appropriate normal adult tissue. Of the 8,638 probes on the array, a total of 2,273 showed a 1.8-fold difference in at least one of the 14 tumors when compared with normal tissue on a log2 scale (1,001 overexpressed and 1,272 underexpressed); 89 genes were differentially expressed in 7 of 14 tumors (51 overexpressed and 38 underexpressed).
Using a Venn diagram, the lists generated from the two types of analyses were compared. Both the Welch ANOVA and the fold-change methods detected 26 genes differentially expressed in small and large intestinal tumors (17 up and 9 down). Unique lists were also detected by each analysis. The fold-change method detected 63 genes that were differentially expressed in at least 50% of the tumors, whereas 25 genes were detected by the Welch ANOVA method. These three lists, when combined, contained 114 genes which were subsequently hierarchically clustered (Fig. 1). Surprisingly, none of the known Wnt targets spotted on the GEM1 array were contained in this list of 114 genes. Known Wnt targets contained on the GEM1 chip, along with their tumor intensity values, were normalized to the average intensity of normal tissue (Table 1). Some Wnt targets, such as cyclin D1 and c-MYC known to be slightly overexpressed in colon cancer, were excluded from our list of 114 due to the stringency of the filter methods requiring genes to be differentially expressed up or down in at least 50% of the tumors by 1.8-fold.
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Tumor-specific changes in the expression of six genes of interest were validated using real-time RT-PCR analysis with cDNAs from aset of human colorectal adenomas, adenocarcinomas, and established cancer cell lines. Human homologues of Lcn2, N4wbp4, S100c, and Sox4 from the list of 24 were evaluated to determine if expression was similarly altered in human tumors. IGFBP5, from the list of 114, was also included in this study due to conflicting reports in the literature about its role in cancer as either growth promoting or growth inhibitory (19). Expi had no known human homologue and therefore was not included in these analyses. Another gene, LY6D, from the list of 24 was examined in its place.
Expression of LCN2, PMEPA1, and S100C was increased in one human adenoma and all nine human adenocarcinomas regardless of tumor stage; expression of PMEPA1 was increased in only one cell line each (Table 5). Expression of SOX4 was unchanged in 1/2 human adenomas and unchanged or decreased in all of the human adenocarcinomas relative to patient-matched normal tissue (Table5). Expression of SOX4 in human colorectal cancer cell lines was increased in DLD-1, HCT 116, HT-29, SW48, and SW837 when compared with normal human fibroblasts (Table 5). Expression of IGFBP5 in human adenomas and adenocarcinomas relative to normal matched tissue is correlated with tumor stage (Table 5). IGFBP5 levels were decreased in tumors classified as benign and returned to near normal levels when invasion through the muscularis propria was evident. IGFBP5 levels were decreased greater than 10-fold in DLD-1, HCT 116, HT-29, SW48, and SW837 cell lines (Table 5). The breast cancer cell line Hs 578T, included as a control, exhibited a 2-fold increase relative to normal human fibroblasts. Similar to IGFBP5, LY6D changed its expression pattern as tumors penetrated through the muscularis propria (Table 5). Four tumors that showed signs of invasion but not penetration through the muscularis propria (all negative for metastasis) exhibited low levels of LY6D expression. All four tumors positive for invasion through the muscularis propria exhibited high levels of expression relative to patient matched normal colon (two were also positive for metastasis). All colorectal cell lines examined expressed high levels of LY6D compared with normal fibroblasts, whereas the breast cancer cell line expressed LY6D at low levels when compared with normal fibroblasts (Table 5).
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| Discussion |
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We have identified 114 genes associated with early intestinal tumor development, regardless of longitudinal position along the gastrointestinal tract, that have not previously been described as Wnt targets. Twenty-four of these genes are specific to gastrointestinal tumors, as they are not highly expressed in embryonic or postnatal whole intestine. Two other reports examining expression profiles of gastrointestinal adenomas in ApcMin/+ mice have been published recently (20, 21), as well as expression data from human colorectal adenomas and adenocarcinomas (22). The mouse studies profiled intestinal expression only, whereas our study examined expression in the duodenum, jejunum, colon, and developing gastrointestinal separately, and without RNA amplification. Our study also included array validation via in situ and real-time RT-PCR in additional mouse adenomas not used for microarray analysis. Additionally, we used real-time RT-PCR validation in human samples. Several genes with altered expression characteristics (Expi, Caspase-1, Cidea, Igfbp5, S100c, and Secreted Phosphoprotein I) were identified in both developing tissue and tumors whereas Lcn2, Ly6d, N4wbp4, and Sox4 were identified in tumors only.
This study has identified an increase in expression of the Expi gene in murine gastrointestinal adenomas. Expi encodes an extracellular proteinase inhibitor that may be important for extracellular matrix remodeling and prevention of metastasis (23). Increased expression of Expi was evident in all 14 murine intestinal adenomas as well as in involuting mammary gland tissues, as shown by our institutional database of murine gene expression profiles. The rat homologue of Expi, Wdnm1, is a putative metastasis suppressor gene based on its loss of expression in metastatic cells relative to nonmetastatic cells (24). Overexpression of Expi in adenomas along with Serpine2, another member of the serine protease inhibitors which was overexpressed in 9 of 14 of the gastrointestinal adenomas profiled (Fig. 1), suggests a potential role of protease inhibitors in prevention of cellular invasion in early tumor formation.
Another gene identified in our study encodes IGFBP5, which stimulates the growth of prostate cancer cells, improves the survival of breast cancer cells (25), yet inhibits the proliferation of both cervical carcinoma (26) and osteosarcoma cell lines (27). In the human cancer cell lines evaluated here, IGFBP5 was elevated 2-fold in Hs 578T breast carcinoma cells but was decreased more than 10-fold in five colorectal cell lines (DLD-1, HCT 116, SW837, HT-29, and SW48) relative to normal human fibroblasts. In addition, IGFBP5 expression was also decreased in 6 of 9 human tumors (Table 5). Given that IGFBP5 expression is decreased in all of the human colorectal carcinoma cell lines and in human adenocarcinomas, it may function as either an inhibitor of epithelial cell growth or a proapoptotic factor in the colon. The increased expression of Igfbp5 in gastrointestinal adenomas of ApcMin/+ mice, however, may suggest a role in apoptosis rather than in growth inhibition. Other rodent studies have associated increased levels of Igfbp5 with apoptosis in the rat ovary, as well as with tissue remodeling and apoptosis during rat mammary gland involution (28). Because the human and murine data are contradictory, the function of IGFBP5 in gastrointestinal tumor formation remains unclear.
Lcn2 and N4wbp4 are genes highly expressed in the neoplastic epithelial cells of murine intestinal adenomas and in human adenocarcinomas. Lcn2 may protect cells during inflammatory responses, as its expression is associated with apoptosis in neutrophils following IL-3 deprivation (29), whereas N4wbp4 may also participate in inflammatory processes (16). N4wbp4 is 86% homologous to the human gene PMEPA1, which has been shown previously to be overexpressed in renal, stomach, and prostate cancer cells, as well as primary and metastatic colon cancer (16, 30, 31). PMEPA1 expression is induced by androgens and transforming growth factor-â1, a known tumor suppressor in intestinal epithelial cells (16, 31). In situ hybridization studies have shown increased PMEPA1 expression in liver metastases from colon adenocarcinomas but not in matched normal liver samples (31). In 9 of 9 human colon tumors examined in this study, high PMEPA1 expression levels were also observed.
Ly6d was highly expressed in all 14 murine gastrointestinal adenomas (Table 3). In our panel of human colorectal adenocarcinomas (Table 5), expression of LY6D, also known as E48, was strongly correlated with tumor invasion. Four of the five tumors characterized by LY6D overexpression were described as invading through the muscularis propria into the subserosa or into nonperitonealized pericolic or perirectal tissues. LY6D/E48 encodes a GPI-anchored cell surface protein expressed on normal and malignant squamous cell epithelia and is already used as a marker for head-and-neck squamous cell carcinoma (32, 33).
S100c is overexpressed in 9 of 14 ApcMin adenomas profiled by cDNA arrays and 22 of 22 ApcMin gastrointestinal tumors evaluated with real-time RT-PCR. Real-time results also show that S100C isoverexpressed 1.8-fold in 8 of 10 human tumors. S100C, also known in humans as CALGIZZARIN and S100A11, has been reported previously as up-regulated in various human cancer cell lines (34). S100C is a nuclear phosphoprotein linked to suppression of DNA synthesis in normal confluent human fibroblasts, although in neoplastic cells such as HeLa and Saos-2 cells, loss of nuclear S100C localization has been observed (17). Increased immunohistochemical staining of S100C has been observed in the cytoplasm of cells from small intestinal adenocarcinomas (35).
Sox4 gene expression was increased in 11 of 14 ApcMin adenomas analyzed by cDNA arrays and in 16 of 16 additional adenomas analyzed by real-time PCR. The SOX4 gene is highly expressed inhuman breast cancer cell lines, colon cancer cell lines, hepatocarcinoma, medulloblastomas, and adenoid cystic carcinomas (3640). Consistent with these reports, our analysis of human colorectal carcinoma cell lines demonstrated strong increases in the expression of SOX4 relative to levels in normal human fibroblasts. Sox-4 levels increased by 27-fold in DLD-1, 8-fold in HCT 116, 13-fold in SW837, 16-fold in HT-29, and 42-fold in SW48 . SOX4 levels increased 11-fold in the breast cancer cell line Hs 578T. In contrast, SOX4 expression decreased more than 1.8-fold in 9 of 16 primary human colorectal tumor samples. This result is surprising given the significant up-regulation of Sox4/SOX4 in ApcMin adenomas and human tumor cell lines. However, it is possible that Sox4 overexpression only occurs in a subset of human colorectal cancers and our sample size is too small to detect this class of tumors. Alternatively, this expression profile may be indicative of biological differences between mice and human tumor progression. Transcription of the Sox4/SOX4 gene may be induced by activated Wnt signaling since the gene contains four potential TCF/LEF cis elements within 10 kb of the promoter; SOX4 is also a homologue of LEF1 (Celera: Score, 116; Expect, 1 x 105; Identities = 23/72; Positives = 41/72), which encodes an architectural transcription factor that binds to ß-catenin. The Xenopus laevis high mobility group box proteins, XSox17
/ß and XSox3, interact directly with ß-catenin and repress Wnt/ß-cateninresponsive gene expression in a concentration-dependent manner (1). These data suggest that SOX genes may also play a role in a negative feedback loop. The significance of SOX4 expression in intestinal tumorigenesis is intriguing.
Finally, high levels of Lcn2, Ly6d, N4wbp4, and S100c expression in mouse adenomas were also detected in primary human tumors at increased levels suggesting a similar role in tumor formation in both species. High levels of Igfbp5 expression in mouse adenomas were not recapitulated in primary human tumors. Two tumor characteristics that are important to this consideration of the differences in expression patterns are that most of the mouse adenomas were from the small intestine (10 of 14) and that the majority of human samples were colorectal adenocarcinomas. Preliminary results analyzing expression levels of mouse adenomas (n = 6) and mouse adenocarcinomas (n = 5) from BlmCin/+, ApcMin/+ mice show increased Igfbp5, Ly6d, S100c, and Sox4 expression in all murine tumors relative to normal age-matched tissue.
We have identified 114 genes differentially expressed in gastrointestinal adenomas of ApcMin/+ mice using cDNA arrays to assess gene expression profiles. These genes have not been previously described as Wnt targets but may be important in tumor initiation or progression. Further experiments will determine which genes are rate-limiting in gastrointestinal tumor formation in the mouse and/or human.
| Acknowledgments |
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The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.
We thank Sheila Blanck and Bob Cohen for assistance with the GCRC Tumor Bank and Danielle Halbleib, Saikumar Karyala, and Craig Tomlinson of the University of Cincinnati Microarray Core for technical assistance and providing cloned cDNA fragments for in situ analyses.
| Footnotes |
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Received 6/22/04. Revised 8/19/04. Accepted 11/ 3/04.
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