Abstract
Cholangiocarcinoma (CC) is an intrahepatic bile duct carcinoma with a high mortality rate and a poor prognosis. Sarcomatous change/epithelial mesenchymal transition (EMT) of CC frequently leads to aggressive intrahepatic spread and metastasis. The aim of this study was to identify the genetic alterations and gene expression pattern that might be associated with the sarcomatous change in CC. Previously, we established 4 human CC cell lines (SCK, JCK1, Cho-CK, and Choi-CK). In the present study, we characterized a typical sarcomatoid phenotype of SCK, and classified the other cell lines according to tumor cell differentiation (a poorly differentiated JCK, a moderately differentiated Cho-CK, and a well differentiated Choi-CK cells), both morphologically and immunocytologically. We further analyzed the genetic alterations of two tumor suppressor genes (p53 and FHIT) and the expression of Fas/FasL gene, well known CC-related receptor and its ligand, in these four CC cell lines. The deletion mutation of p53 was found in the sarcomatoid SCK cells. These cells expressed much less Fas/FasL mRNAs than did the other ordinary CC cells. We further characterize the gene expression pattern that is involved in the sarcomatous progression of CC, using cDNA microarrays that contained 18,688 genes. Comparison of the expression patterns between the sarcomatoid SCK cells and the differentiated Choi-CK cells enabled us to identify 260 genes and 247 genes that were significantly over-expressed and under-expressed, respectively. Northern blotting of the 14 randomly selected genes verified the microarray data, including the differential expressions of the LGALS1, TGFBI, CES1, LDHB, UCHL1, ASPH, VDAC1, VIL2, CCND2, S100P, CALB1, MAL2, GPX1, and ANXA8 mRNAs. Immunohistochemistry also revealed in part the differential expressions of these gene proteins. These results suggest that those genetic and gene expression alterations may be relevant to the sarcomatous change/EMT in CC cells.
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Introduction
Cholangiocarcinomas (CC) are primary malignancies of the biliary tract, and patients with these tumors have a poor prognosis because it is difficult to make an early diagnosis and the standard therapy is not very effective (Ahrendt et al., 2001). Chronic biliary tract inflammation resulting from bacterial infection or parasitic infestation or from a chronic inflammatory disease such as primary sclerosing cholangitis predisposes a patient to the development of CC (Chang et al., 1983). Most hepatic tumors with sarcomatous features are sarcomatoid carcinomas, whereas true hepatic sarcomas are extremely rare tumors (Kakizoe et al., 1987). These sarcomatoid cells are the result of a reversal of differentiation of ordinary hepatocellular carcinoma cells or adenocarcinomatous CC cells (Oda et al., 1994). Such tumors are predominantly composed of spindle-cell, giant cells and bizarre cells that express cytokeratins (KRTs) as an epithelial marker and vimentin as a mesenchymal marker. It has been suggested that this tumor has an epithelial origin and it is then transformed to the sarcomatous type. The incidence of sarcomatous change in CC is approximately 5%. However, patients with these tumors show aggressive intrahepatic spread of tumor and widespread metastasis, and they have a poorer prognosis than those patients with ordinary CC. Epithelial tumor cells lose their restriction during the last steps of tumorigenesis, concomitant with the loss of epithelial characteristics and the acquisition of motile behavior. These changes contribute to a transition from an epithelial morphology toward a more mesenchymal fibroblastic (sarcomatoid) phenotype, and this is referred to as epithelial to mesenchymal transition (EMT) (Boyer et al., 1997).
The molecular mechanism whereby cancer cells generate a cell-autonomous EMT-like process via oncogenic activation is still unclear. One approach to understanding how genetic and molecular changes can lead to EMT is to compare the gene expression between tumor cells with EMT and the paired tumor cells without EMT. cDNA microarray is a well established technique to perform large-scale surveys of the expression of genes and to identify candidate target genes. We previously established four distinct CC cell lines (SCK, JCK1, Cho-CK, and Choi-CK) and we analyzed their chromosomal aberrations by cross-species color banding (Kim et al., 2001). One of them (SCK) was derived from the sarcomatoid CC. In this study, we verified the grade of differentiation in the four cell lines using a xenotransplanted nude mice model and examined a typical sarcomatoid phenotype of SCK cells both morphologically and immunocytologically. We further analyzed the status of tumor suppressor genes, including the p53 gene and the fragile histidine triad (FHIT) gene, and the expression of a well-known CC-related receptor and its ligand Fas/Fas-ligand (FasL) in the sarcomatous CC cell line as well as in other carcinomatous CC cell lines. In addition, we used cDNA microarrays to investigate the genes that are associated with EMT in CC. We found up- or down-regulated genes in the sarcomatous SCK cells, as compared with the differentiated Choi-CK cells. The genes identified or characterized through this approach are potential candidates for those genes involved in the cancer metastasis and invasiveness of CC.
Results
The histology and immunohistochemistry of the xenoplanted tumors
The SCK, JCK and Cho-CK cells were originally derived from a peripheral type of intrahepatic CC. The Choi-CK cells were cultured from a hilar type of infiltrative CC. The SCK cells showed the spindle-shaped (fibroblastoid) morphology and loose cell-cell adhesion. In contrast, the Cho-CK and Choi-CK cells showed the polygonal and epitheloid morphology, and tight cell-cell adhesion. The JCK1 cells showed the intermediate type of morphology between the SCK and Cho-CK cells (Figure 1A). All four CC lines were tumorigenic in nude mice. Following subcutaneous injection of tumor-cell suspensions into the nude mice, the resulting tumors reached diameters of 1 cm within 3 months. The histology of the tumors growing in the nude mice was similar to that of the original tumors. The xenoplanted SCK cell tumors were mainly composed of anaplastic spindle cells with a fascicular arrangement, and these findings were compatible with the characteristics of sarcomatoid adenocarcinoma. The xenotransplanted JCK1 cell tumors were poorly differentiated adenocarcinomas that consisted of nested large anaplastic cells with sparse glandular differentiation. The xenotransplanted Choi-CK or Cho-CK cell tumors revealed well- and moderately-differentiated adenocarcinomas, respectively, and these formed glandular structures (Figure 1B). A summary of the immunohistochemical results is shown in Table 1. The tumors originating from the JCK1, Cho-CK or Choi-CK cells showed positive reactions for KRT7 and for KRT19, which are well-known markers of bile duct cells, and they were also positive for EMA. The sarcomatoid carcinoma SCK cell tumors were barely positive for KRT7/19, they were strongly positive for vimentin and they had a luminal staining pattern for CEA at a few abortive glandular luminal borders. Immunoreactivity for EMA was positive in the primary SCK tumors, but this was negative in the xenoplanted tumors from the SCK cells. All the other markers of hepatocellular carcinoma that were tested were negative for all 4 types of tumors.
p53 mutations
We examined the p53 protein expression by immunoblot analysis in the four CC cell lines and we found that the Cho-CK and Choi-CK cells strongly expressed p53 protein, but the SCK and JCK1 cells weakly expressed p53 protein (Figure 2A). Particularly, the size of the p53 protein expression of the JCK1 cells was smaller than that of other CC cells on PAGE electrophoresis. The p21, which is downstream from the p53, was detected in the Choi-CK cells, but p21 was weakly expressed in the SCK and Cho-CK cells. The JCK1 cells did not show a p21 expression. To determine the p53 function, we treated the cells with the p53-inducing agent doxorubicin (Dox, 0.2 µg/ml). Dox efficiently induced a p53 expression in the SCK, Cho-CK, and Choi CK cells in a time dependent manner, but it did not in the JCK1 cells. Induction of the p53 expression was accompanied by the downstream p21 expression. These results suggested that the SCK, Cho-CK, and Choi-CK cells have the functional p53, but the JCK1 cells have nonfunctional p53. Next we checked the p53 mutation by genomic DNA sequencing and the cDNA sequencing method (Table 2). SCK showed a deletion mutation of 24 bp of codon 262 to 269 (NM_000546.4) without a frame shift. In contrast, the JCK1 cells showed a deletion mutation of 4 bp in codon 292 to 293 with a frame shift and premature termination (Figure 2B and C). The JCK1 cells also revealed the mutant p53 that consisted of 342 amino acids, which is smaller than the wild-type p53 that consisted of 393 amino acids (Figure 2D). In addition, Cho-CK cells showed a point mutations in codon 143, while Choi-CK cells revealed two point mutations in codon 169 and 273 of p53, respectively.
The expressions of the FHIT gene and Fas/FasL mRNA
All four CC cell lines expressed the FHIT gene transcripts. A PCR product of 707 bp (using primers 5U1 and 3D1), which corresponded to the expected size of the FHIT RT-PCR product (Ohta et al., 1996), was observed in the JCK1 and Cho-CK cells. However, the SCK cells displayed normal and aberrant FHIT gene transcripts, implying that the normal and abnormal alleles function together. The Choi-CK cells showed an aberrant FHIT transcript (Figure 3A). The second set of primers (MUR5 and RP2) amplifies a fragment of FHIT cDNA that is identical to, but 40 bp longer, than the fragment generated by 5U1 and 3D1. Next, we determined whether the altered expression of the apoptosis-related genes such as Fas/FasL is associated with the tumor progression of CC. RT-PCR analysis revealed that all 4 CC cell lines expressed Fas and FasL, although their expression levels varied among the different cell lines. The SCK cells had lower expression levels of Fas/FasL mRNA, which was consistent with the previous report (Shimonishi et al., 2000). In contrast, the JCK1, Choi-CK and Cho-CK cells revealed higher expression levels of Fas/FasL mRNA (Figure 3B).
The differential expression of mRNAs in the sarcomatoid CC cells
To identify the distinct genes related to sarcomatous events, we performed gene expression profiling with using cDNA microarrays. The gene expression changes were mainly monitored using the high density microarrays with 14,080 (14k) cDNAs. Three separate mRNA isolations were obtained from each cell line and pair-wise hybridizations were then performed three times. Three independent hybridizations were repeated for the dye-swap experiments. The hybridizations were scanned and quantitative information was obtained for each hybridization. In order to search for the genes with significant differences in expression between the sarcomatous CC and the well differentiated CC cells, we performed the SAM one-class test (Figure 4A and B). Starting with their expression values from the 14k dataset (14,077 genes), this approach resulted in a list of 456 clones (244 up-regulated and 212 down-regulated), using a significance threshold that was expected to produce fewer than 10 false positives. A similar procedure was applied to the 4.6k dataset (4,414 genes) with fewer than 3 expected false positives. Additional 51 clones (16 up-regulated and 35 down-regulated) were selected. From these lists, we report in Table 3 only on those genes that were up- or down-regulated by more than 4-fold. The expression of 42 genes was enhanced at least 4-fold in the SCK cells, while that of 55 genes was reduced by 4-fold or more. The expression of vimentin showed the highest fold induction (24.7-fold). We also observed the up-regulation of genes that encode adhesion molecules, including LGAL1, PRG1, BYSL, ARHE, LAMB1, VEGF and LGAL3. Genes associated with cell growth regulation (IGFBP3, CSF-1 and TGFBI) were also over-expressed in the SCK cells. In contrast, the expression of the PRSS4 gene showed the largest decrease in expression (-22.2-fold). The down-regulated cytoskeletal structure genes included KRT18, EPB72, MPZL1, KRT7, KRT14, PLEK2, KRT8, KRT15, KRT19, LAD1 and VIL2 in the sarcomatous CC cells.
Verification of the cDNA microarray data
The preferential expression of VIM or CK7/19 in the SCK or Choi-CK cells, respectively, was confirmed by immunohistochemical staining, as is shown in Figure 1. Thus, to further validate the cDNA microarray data, 14 genes were randomly selected and these were examined by Northern blotting (Figure 4C). The LGALS1, TGFBI, CES1, LDHB, UCHL1, ASPH and VDAC1 mRNAs were preferentially expressed in the SCK cells in accordance with the microarray results. The VIL2, CCND2, S100P, CALB1, MAL2, GPX2 and ANXA8 mRNAs were over-expressed in the carcinomatous CC cell lines, whereas their expressions were not detectable, or they were weak, in the sarcomatoid SCK cells, which was also consistent with the microarray data. Interestingly, the expression of VIL2 and ANXA8 mRNA decreased according to the degree of abnormal differentiation. Next, we immunohistochemically validated the expressions of four genes, LDHB, UCHL1, S100P, and GPX1 in CC tissues with well, moderate, poor, or sarcomatous differentiation, respectively (Figure 5). The immunoreactivities of LDHB and UCHL1 were increased according to the degree of abnormal tumor differentiation. In contrast, the immunoreactivities of S100P and GPX1 were decreased according to the degree of abnormal tumor differentiation. These findings were consistent with the microarray data.
Discussion
The KRT profile of normal cells, from which tumor stem cells are generally retained during neoplastic transformation, can be used for differentiating hepatocellular carcinoma from CC (Wu et al., 1996). Thus, KRTs are a widely recognized tool for the phenotypic identification of hepatocytes (these are positive for KRT8 and KRT18) and bile-duct cells (these are positive for KRT7, KRT8, KRT18 and KRT19). However, this distinction is not applicable to all primary liver tumors and especially to mixed neoplasms, where the morphology and expression of different KRTs frequently overlap (Goodman et al., 1985). The combination of morphology and the expression of KRTs and albumin can reliably differentiate the majority of hepatocellular carcinomas and CC (D'Errico et al., 1996). Our data provide evidence that SCK cells are sarcomatous CC cells. Fortunately, the other 3 CC cell lines (JCK1, Cho-CK and Choi-CK cells) show different histological grades of differentiation, e.g., they are poorly, moderately and well differentiated phenotypes, respectively. Thus, we suggest that these cells are excellent models to investigate the progression of CC.
The p53 gene is one of the most frequently mutated genes in all types of cancers. Most p53 mutations occur in exons 5-8 (Levine, 1992). However, mutations also occur at other sites as well. We extended the examination of the p53 gene from exons 1 to 10. The deletion mutation of the p53 gene may be involved in the sarcomatous change or the tumor progression of CC cells. The FHIT gene was recently described as another candidate tumor suppressor gene that has been implicated in the development of various epithelial cancers, including esophageal, gastric, lung, head, neck and Merkel cell cancers (Sozzi et al., 1996). About 50% of these tumors display aberrant FHIT gene transcripts, which lack exons that are considered relevant for the normal function of that encoded protein. While the Choi-CK cells displayed an aberrantly migrating FHIT transcript, the SCK cells showed the both the aberrant and normal transcripts. Therefore, this aberrant FHIT transcript does not seem to be relevant to the histological degree of differentiation. A tumor evasion mechanism involving Fas/FasL exists in intrahepatic cholangiocarcinoma and the downregulation of Fas and FasL was correlated with histologic dedifferentiation and invasion (Que et al., 1999; Shimonishi et al., 2000). In this study, all four CC cell lines showed variable expressions of Fas/FasL mRNA, with no correlation to the histological grade of differentiation. However, the SCK cells expressed lower levels of Fas/FasL mRNA than did the ordinary CC cells.
EMT is triggered by oncogenic activation and the primary mode of EMT induction is provided by specific growth factors or extracellular matrix components binding to their cognate cellular receptors. Hepatocyte growth factor and its receptor, Met tyrosine kinase, is one of the predominant modulators of EMT that has been described to date (Birchmeier et al., 1996). Activation of intrinsic kinase activity by their cognate ligands initiates a cascade of cytoplasmic events. This specific transduction pathway involved in EMT consists of Src involvement or the Ras pathway (Boyer et al., 1997). Several transcriptional activators are capable of controlling the EMT process. For example, Fos induces an EMT process by activating a Wnt-like pathway, which is initiated by β-catenin nuclearization (Eger et al., 2000). Other transcription factors, including the snail family and another snail family slug and the Ets family, are also candidates for playing a role in EMT during embryonic life and they may also participate in tumor progression (Batlle et al., 2000). However, the molecular mechanism of EMT whereby tumor cells acquire the phenotype of invasiveness and metastasis is still unclear. Thus, the establishment of sarcomatoid CC cell lines and their genetic analysis may provide us with new information about EMT and the progression of CC.
Vimentin positive cancer cells seem to undergo an EMT event whereby the markers of epithelial differentiation are reduced or even lost and a vimentin expression is acquired (Hendrix et al., 1997). VIM alone was recently shown not to be sufficient to confer the invasive metastatic phenotype (Hendrix et al., 1997). Wnt glycoproteins have been implicated in EMT and also in the diverse processes during embryonic patterning in metazoa. They signal through frizzled-type seven-transmembrane-domain receptors to stabilize β-catenin. Wnt signaling is antagonized by the extracellular Wnt inhibitor DKK1 (Wu et al., 2000). Unexpectedly, the over-expression of DKK1 was found in SCK cells. Thus, its role should be further clarified. Up-regulation of lactate dehydrogenase (LDH) ensures an efficient anaerobic/glycolytic metabolism for tumor cells and reduces dependence on oxygen (Koukourakis et al., 2005). Expressions of mammalian LDHA and LDHB are regulated tissue-specifically during individual development, thus the alterations in serum LD isoenzyme pattern could serve as indicators of pathological involvement and cancer development. The levels of LDHB were specifically elevated in lung cancer patients and progressively increased with the clinical stage of non-small cell lung cancer (Chen et al., 2006). The expression of UCHL1 is closely associated with the advanced stages of lung cancer and with the invasive colorectal cancer (Hibi et al., 1999; Yamazaki et al., 2002). Consistently, our data showed that the upregulations of LDHB and UCHL1 were closely correlated with CC dedifferentiation.
Non-sarcomatous Choi-CK cells express more cytoskeletal structure genes than do sarcomatous SCK cells. The cholangiocarcinoma specific antigens KRT7 and KRT19 were preferentially expressed in the Choi-CK cells, which was consistent with the previous immunohistochemical findings (Wu et al., 1996). Cell growth-related genes, including EGFR, BST2, CCND, and AREG, are also over-expressed in these cells. The EGFR expression has been believed to contribute to the tumor progression of CC (Ito et al., 2001). However, the SCK cells expressed less EGFR than did the other carcinomatous CC cells, and so the dedifferentiation seems to rather be associated with the down-regulation of EGFR. ANXA8 is a calciumdependent phospholipid-binding protein that was previously identified as a blood anticoagulant, based on in vitro studies, and it may have a role in the signal transduction pathway in acute promyelocytic leukemia cells (Sarkar et al., 1994). The present results showed that the ANXA8 expression was down-regulated in SCK cells. The expressions of S100P and GPX1 were also decreased according to CC dedifferentiation.
In the recent studies of various cancers, expression arrays have provided insights that were difficult to obtain when single genes or pathways were studied in the past. In the present study, the microarray data was in accordance with the results from both the Northern blotting analysis and the immunohistochemistry. Thus, we recognized the sarcomatous change/EMT-related gene expression profile in CC cells with the sarcomatous phenotype. Some of this data confirmed previous knowledge whereas some of the other data is novel. Some of these novel genes may show promise as clinical markers that are significantly up- or down-regulated in sarcomatoid or carcinomatous CC, and they may prove to be additional targets for new strategies to effectively treat cancer.
Methods
Cell cultures, tumorigenicity and histopathological examination
Four CC cell lines were grown in DMEM supplemented with 10% FBS and 1% antibiotics-antimycotics in a 5% CO2 air conditioned (37℃) incubator as described previously (Kim et al., 2001). Four- to six-week old female BALB/c nude mice were purchased from the animal breeding laboratory at Korea Research Institute of Bioscience and Biotechnology (Daejeon, Korea). All mice were group-housed under conditions of constant light cycle (12 h light/12 h dark) and fed ad libitum access to sterilized food and water. The animal protocols used were approved by the Institutional animal Care and Use Committee of Chonbuk National University Hospital. To confirm their tumorigenicities and morphological characteristics, the four human CC cell lines (SCK, JCK1, Cho-CK and Choi CK) were xenografted to 4- to 6-week-old female athymic nude mice. The JCK1 cells were derived from the original JCK cells and morphologically worse differentiated than the original cells. The cells (0.5-1 × 107) in 0.2 ml culture medium were injected subcutaneously into the flanks of mice. When the subcutaneous tumors reached a diameter of 1 cm or more, the mice were sacrificed. The subcutaneous tumors were then processed for light microscopy and they were subcultured. The tumors that arose from the xenografts were excised, fixed in 10% formaldehyde solution and embedded in paraffin for histological examination. The sections were stained with hematoxylin and eosin. Immunohistochemistries for differentially expressed genes were performed in the xenotransplanted masses of all four SCK, JCK, Cho-CK, and Choi-CK cells. The endogenous peroxidase activity was blocked with using methanol/hydrogen peroxide, and after this the tumor tissues were stained by an avidin-biotin-complex immunoperoxidase method with using a commercially available kit (Vector, Burlingame, CA) and antibodies that recognized vimentin (VIM), carcinoembryonic antigen (CEA), alpha-fetoprotein (AFP), albumin, fibrinogen, epithelial membrane antigen (EMA) or epithelial keratin (KRT7, KRT19 and KRT20) (Dako, Copenhagen, Denmark). The immunoperoxidase reaction was then developed with aminoethylcarbazole (Sigma, St. Louis, MO).
Detection of p53 mutations
Four regions of the p53 gene were amplified from genomic DNA extracts with p53-specific primers. The genomic DNA was extracted and mixed with 10 pmole/µl of forward and reverse primers, buffer and Taq polymerase (2.5 U, Takara, Shiga, Japan). The conditions of PCR were 30 cycles of amplification through denaturation at 95℃ for 1 min, annealing at an appropriate temperature (59-69℃) for 30 s and then extension at 72℃ for the proper time, respectively. For cDNA sequencing, one µg of total RNA was reverse-transcribed with the random decamers of a Retroscript kit (Ambion, Austin, TX). PCR of the cDNA was performed as described above. Direct sequencing was performed by the dideoxy chain termination reaction according to the manufacturer's method. The primers for genomic and cDNA sequencing are described in Supplemental Data Table S1.
Detection of the FHIT gene expression
The total RNA was extracted from the cells with using Tri Reagent (Molecular Research Center Inc. Cincinnati, OH) and following the manufacturer's instructions. The mRNA was reverse transcribed with oligo d(T)15 primers (Boehringer Mannheim, Mannheim, Germany) to prepare single-stranded cDNA. Two different PCR assays were used to assess the status of the FHIT gene transcript (Supplemental Data Table S1). The first was based on the previously reported nested PCR approach (Ohta et al., 1996). Using the 5U2 primer, the 3D2 primer, 100 µM of each dNTP, 10× PCR polymerase mix and 1 unit Advantage Taq polymerase (Clontech, Palo Alto, CA), the PCR reaction was cycled 25 times in a Perkin-Elmer thermal cycler (model 9700). One µl of a 20-fold dilution was then used in a subsequent nested PCR assay with using the primers 5U1 and 3D1. Analysis of the FHIT gene transcript was repeated with using another set of primers MUR5 and RP23 (Thiagalingam et al., 1996). The primer MUR5 partially overlaps the primer 5U1 in exon 3, and the primer RP2 partially overlaps primer 3D2 in exon 10. The PCR products were electrophoresed on 2% agarose gels (FMC Bioproducts, Rockland, ME).
Fas and FasL mRNA expression
The mRNA was reverse transcribed with using oligo d(T)15 primers (Boehringer Mannheim) to prepare the single-stranded cDNA, and this was followed by PCR amplification of the Fas mRNA or the FasL mRNA. Amplification was performed for 30 cycles for β-actin as an internal control and for Fas in a thermal cycler (Perkin Elmer). Each cycle consisted of 1 min of denaturation at 94℃, 1 min of annealing at 57℃ and 1 min of extension at 72℃. The sequences of primers used were as follows, Fas (forward: 5'CGGAGGATTGCTAACAAC3', reverse: 5'TTGGTATTCTGGGTCCG3') (Panayiotidis et al., 1995) and β-actin (forward: 5'CGTTCTGGCGGCACCACCAT3', reverse: 5'GCAACTAAGTCATAGTCCGC3') (Wong et al., 1994). FasL RT-PCR amplification was done for 35 cycles. The sequences of the Fas-L primers are: forward 5'CAAGTCCAACTCAAGGTCCAT3' (nt 610-630, NM_000639.1) and reverse 5'AACGTATCTGAGCTCTCTCTG3' (nt 935-955) (Mita et al., 1994). The PCR conditions consisted of 1 min of denaturation at 94℃, 1 min of annealing at 55℃ and 1 min of extension at 72℃. The PCR products were analyzed by electrophoresis on 1.2% agarose gels.
Northern blot analysis
5 × 106 cells were harvested by treatment of Trypsin-EDTA and they were washed in cold PBS. The total RNA was isolated using an Rneasy mini kit (Qiagen) according to the manufacturer's protocol. The total RNA, a 20 µg/sample, was separated on 1% agarose gels in 1.8 M formaldehyde and then the RNA was transferred to membranes. The blots were hybridized overnight with a 2 × 106 cpm/ml cDNA probe labeled with [32P]dCTP (NEN, Boston, MA) by randompriming; the blots were washed and then exposed to x-ray film at -70℃, as described previously (Yu et al., 2007). The expressed levels of each gene were calculated by normalizing them against the level of 18S rRNA.
Cell lysis and immunoblotting
The cells were lysed in a buffer containing 50 mM Tris-HCl (pH 8.0), 150 mM NaCl, 1% Triton X-100, 5 mM EDTA, 5 mM ethylene glycol-bis (β-aminoethyl ether) N,N,N',N'-tetraacetic acid, 10 mM NaF, 1 mM Na3VO4, 1 mM PMSF, 2 µg/ml leupeptin, 1 mM pepstatin and 1 µg/ml aprotinin. Thirty µg of each cell lysate was separated by SDS-PAGE and this was was transferred to Hybond membranes (Amersham Pharmacia Biotech, Uppsala, Sweden). The membranes were blocked with 5% skim milk and they were then incubated with the designated primary antibodies, and the signals were detected using an ECL Western blotting kit (Amersham Pharmacia Biotech). Mouse anti-p53 (DO-1) monoclonal and rabbit p21 (C-19) polyclonal antibodies were purchased from Santa Cruz Biotechnology, Inc. (Santa Cruz, CA).
Preparation of the florescence-labeled cDNA and the microarray hybridization
The two sets of cDNA microarrays (14k and 4.6k) used in this study were made by 21C Frontier the Center for Functional Analysis of Human Genome (Korea Research Institute of Bioscience and Biotechnology, Daejon, Korea) and Macrogen, Ltd. (Seoul, Korea). The fluorescence-labeled cDNA probes were made from 100 µg of total RNA for each tumor cell line by oligo(dT)-primed polymerization with using SuperScript II reverse transcriptase (Invitrogen Co., Carlsbad, CA). The reaction was carried out in a final volume of 50 µl as described previously (Yu et al., 2007). Fluorescent nucleotides Cy5-dUTP and Cy3-dUTP (Amersham) were used at 0.2 mM. The nucleotide concentrations were 1 mM for the dGTP, dATP and dCTP and 0.4 mM dTTP. Two hundred units of Superscript II was added at the beginning of the labeling reaction that was incubated at 42℃. Two hundred units more were added after 1 h and the reaction was continued for a further 1 h. The Cy5 and Cy3 probes were mixed and the probe volume was reduced to 30 µl using a Microcon 30 (Millipore, Bedford, MA). The purified and concentrated fluorescence-labeled cDNAs from the experimental samples were boiled for 5 min, and a hybridization mixture was prepared in a final volume of 100 µl that contained blocking reagents in sodium saline citrate (SSC)/SDS solution and was mounted on the microarray slides. After placing a coverslip on the slide, hybridization was performed at 65℃ for 15 h in a hybridization cassette (TeleChem, Sunnyvale, CA). The slides were washed with 1× SSC/0.1% SDS for 15 min at 55℃ twice and with 0.1× SSC/0.1% SDS for 15 min at 55℃ twice, and then they were washed again in 0.1× SSC for 10 min at room temperature. The slides were dried by a brief spin at 500 rpm for 1 min and then they were immediately subjected to image processing.
Imaging and image analysis
The fluorescence intensities generated by the Cy5 or Cy3 immobilized at the target sequence on the microarray slides were measured by a laser confocal microscope scanning system ScanArray 4000XL (GSI Lumonics, Billerica MA). The two fluorescent images (Cy5 and Cy3) were scanned separately and they were stored for further image analysis. The color images were generated by arbitrarily assigning experimental intensity values into the red channel and the reference intensity values into the green channel and vice versa. The signals from each immobilized cDNA target on a microarray slide were localized and the expression ratio between the experimental samples and the reference (the Cy5/Cy3 ratio) was determined with using ImaGene 4.2 (BioDiscovery, Los Angeles, CA). The fluorescence intensities of Cy5 and Cy3 for each target spot were adjusted so that the median Cy5 and Cy3 intensities of all the spots for each slide were equal. The entire hybridization experiments and image analysis were repeated after swapping dyes.
Data analysis
To assess the correlation of the intensity value for each cDNA between the sarcomatoid CC cells and the non-sarcomatoid CC cells, scatter plots were used and a linear relationship was measured in log space. To determine the significance of the gene expression changes, we used the Significance Analysis of Microarray (SAM) method (Tusher et al., 2001). Briefly, the SAM method computes a score for each gene that measures the difference of the mean log-ratio from zero with using modified one-sample t-statistics. The false discovery rate (FDR) was calculated from the order statistics obtained by randomly multiplying the log-ratios by +1 or -1 with equal probability. The Δ value, which sets the minimum difference between observed and expected scores, was set to 0.76, resulting in a median FDR of 2.0%. The list of genes was further filtered by selecting those genes that showed at least a 4-fold change.
Supplemental Data
Supplemental Data include a Table and can be found with this article online.
Abbreviations
- CC:
-
cholangiocarcinoma
- Dox:
-
doxorubicin
- EMT:
-
epithelial mesenchymal transition
- FDR:
-
false discovery rate
- FHIT :
-
fragile histidine triad
- KRTs:
-
keratins
- SAM:
-
significance analysis of microarray
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Acknowledgements
This work was supported by grants from the Korea Health 21 R&D Project (A050328), Ministry of Health and Welfare, the 21C Frontier Human Genome Project grant (FG08-12-03), Ministry of Science and Technology of Korea, the Program for Cancer Control from the Ministry of Health, Welfare and Family affairs (0620220), and the Research Institute of Clinical Medicine, Chonbuk National University Hospital, Republic of Korea. This work was also supported by a grand to K.Y. Choi from the National R&D program for Cancer Control, Ministry of Health, Welfare and Family affairs, Republic of Korea (0620200-1).
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Yoo, HJ., Yun, BR., Kwon, JH. et al. Genetic and expression alterations in association with the sarcomatous change of cholangiocarcinoma cells. Exp Mol Med 41, 102–115 (2009). https://doi.org/10.3858/emm.2009.41.2.013
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DOI: https://doi.org/10.3858/emm.2009.41.2.013
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