- Open Access
Mapping and characterization of the amplicon near APOA2 in 1q23 in human sarcomas by FISH and array CGH
© Kresse et al; licensee BioMed Central Ltd. 2005
- Received: 17 February 2005
- Accepted: 07 November 2005
- Published: 07 November 2005
Amplification of the q21-q23 region on chromosome 1 is frequently found in sarcomas and a variety of other solid tumours. Previous analyses of sarcomas have indicated the presence of at least two separate amplicons within this region, one located in 1q21 and one located near the apolipoprotein A-II (APOA2) gene in 1q23. In this study we have mapped and characterized the amplicon in 1q23 in more detail.
We have used fluorescence in situ hybridisation (FISH) and microarray-based comparative genomic hybridisation (array CGH) to map and define the borders of the amplicon in 10 sarcomas. A subregion of approximately 800 kb was identified as the core of the amplicon. The amplification patterns of nine possible candidate target genes located to this subregion were determined by Southern blot analysis. The genes activating transcription factor 6 (ATF6) and dual specificity phosphatase 12 (DUSP12) showed the highest level of amplification, and they were also shown to be over-expressed by quantitative real-time reverse transcription PCR (RT-PCR). In general, the level of expression reflected the level of amplification in the different tumours. DUSP12 was expressed significantly higher than ATF6 in a subset of the tumours. In addition, two genes known to be transcriptionally activated by ATF6, glucose-regulated protein 78 kDa and -94 kDa (GRP78 and GRP94), were shown to be over-expressed in the tumours that showed over-expression of ATF6.
ATF6 and DUSP12 seem to be the most likely candidate target genes for the 1q23 amplification in sarcomas. Both genes have possible roles in promoting cell growth, which makes them interesting candidate targets.
- Bacterial Artificial Chromosome
- High Copy Number
- Array Comparative Genomic Hybridisation
- Yeast Artificial Chromosome
- Relative Copy Number
Gains or amplification of the long arm of chromosome 1 is among the most common chromosomal abnormalities in human neoplasia . Local gains or high-level amplification affecting 1q21-q23 is particularly frequent, and was first described for sarcomas [2–4]. Sarcomas are a heterogeneous group of malignant tumours of various supporting- and connective tissues, ranging from the almost benign well-differentiated liposarcomas (WDLS) to aggressive tumour forms, such as fibrosarcomas, osteosarcomas and malignant fibrous histiocytomas (MFH) . Although infrequent, these tumours have been widely studied at the molecular level, and this has provided insight into mechanisms of importance for tumour development in general. Notably, amplification and over-expression of MDM2 and CDK4, representing alternative pathways for inactivation of the tumour suppressors p53 and pRb, respectively, were first described for this group of tumours [6, 7].
A variety of solid tumours show amplification of 1q21-q22, for instance 70–80 % of hepatocellular carcinomas and 25–30 % of ovarian cancers [8, 9]. Studies of renal clear cell, hepatocellular and colorectal carcinomas revealed a higher frequency of 1q21-q23 gains in metastatic tumours [10, 11], and gains of 1q21-q25 showed a trend toward short overall survival in high-grade osteosarcomas and neuroblastomas [12, 13]. However, also sarcomas of borderline malignancy, such as WDLS, show frequent amplification of 1q21-q23 [2, 3, 14], and 1q21 is recurrently gained in desmoid tumours .
A more detailed molecular analysis of sarcomas has indicated the presence of at least two separate amplicons within 1q21-q23, located in 1q21 and 1q23, respectively . The amplicon in 1q21 was most frequent, and was represented by a yeast artificial chromosome (YAC) clone, 789f2, located proximal to the S100-genes. The YAC detected high amplification levels, and was subsequently used to clone three novel candidate target genes that are highly amplified and over-expressed in both sarcomas and breast cancer . The 1q23 amplicon was first observed in one single tumour (LS21), where a probe for the apolipoprotein A-II (APOA2) gene detected high amplification levels . Furthermore, the extent of the amplified region around 1q21 as observed in comparative genomic hybridisation (CGH) analyses was variable, covering only 1q21 in some tumours and 1q21-q23 or -q25 in other tumours [3, 4]. These observations indicate that also amplified genes located more distally of 1q21 may be of importance in sarcoma development or progression.
We have now used a bacterial artificial chromosome (BAC) contig of approximately 7 Mb, according to Ensembl (http://www.ensembl.org, assembly December 14, 2004)  and the UCSC Genome Browser (http://genome.ucsc.edu, assembly May 2004) , to map and characterize the amplified region around APOA2 in LS21 using fluorescence in situ hybridisation (FISH). The two BACs that showed particularly high copy numbers were further analysed in nine additional sarcomas known to have gains of the 1q21-q23 region [3, 16] (and unpublished results). Amplicon mapping was also done by microarray-based CGH (array CGH). The amplification patterns of nine possible candidate target genes were determined by Southern blot analysis, and quantitative real-time reverse transcription PCR (RT-PCR) was used to determine the expression levels of the two candidate target genes that showed the highest level of amplification. In addition, the expression level of two genes transcriptionally activated by one of the candidate target gene was analysed.
Mapping of the 1q23 amplicon by FISH
Copy numbers varied throughout the region, but a subregion defined by 12 overlapping BACs, RP11-312J18 through RP11-565P22, was highly amplified in this tumour compared to the flanking areas. Furthermore, two BACs within this amplified unit, RP11-110D4 and RP11-195G14, detected higher copy numbers than any of the other BACs tested. These two BACs are located approximately 400 kb distal to the APOA2 gene that originally identified this amplicon. APOA2 is located in BAC RP11-297K8 according to Ensembl. The localisation of BACs RP11-110D4 and RP11-195G14 to 1q23 was confirmed by hybridisation to metaphase nuclei from normal leukocytes (not shown).
To further analyse the amplification frequency of the sequences represented by these two BACs, we determined the copy numbers in nine additional sarcomas known to have gains of 1q21-q23 [3, 16], and unpublished results]. The results are presented in Figure 1B. In all cases, amplification was detected in a substantial fraction of the nuclei, especially for LS3x and MS8x. Only two tumours, LMS2x and LS6, showed normal copy numbers in more than 60 % of the nuclei.
The borders of the amplicon were in addition defined for LS3x and MS8x, where high-level amplification was found in 20–50 % of the nuclei. Four BACs located proximal and three located distal to the two BACs detecting the highest copy number were hybridised to interphase nuclei (Figure 1C). The amplicon in LS3x was represented by a few more BACs than the amplicon in LS21 and MS8x. For all three tumours, BACs RP11-110D4 and RP11-195G14 detected the highest level of amplification.
Mapping of the 1q23 amplicon by array CGH
Mapping of the 1q23 amplicon was also done by array CGH. The 10 tumours analysed by FISH were hybridised to a genomic microarray covering the minimal tiling-path of the 1q12-q25 region. The results from 15 BACs, covering the region in 1q23 that showed highest amplification level by FISH (Figure 1A), are presented here. The dataset with these 15 BACs can be viewed in the microarray database ArrayExpress (http://www.ebi.ac.uk/arrayexpress, accession number E-MEXP-427) .
The array CGH results showed in addition other clusters of BACs detecting high copy numbers (data not shown), indicating the presence of several separate amplicons within the 1q12-q25 region, which will be described in a later publication.
Identification of candidate target genes
Ensembl and the UCSC Genome Browser were used to search for possible candidate target genes. Based on sequence information, these programs visually display possible open reading frames, as well as predicted and known genes.
BACs RP11-110D4 and RP11-195G14, used here for FISH and array CGH, have later been omitted from the minimal tiling-path (Ensembl). The overlapping BACs RP11-5K23, RP11-474I16 and RP11-456P18, which constitute the minimal tiling-path, now represent the corresponding region.
Within the approximately 800 kb region covered by the BACs RP11-5K23 through RP11-384L19, 11 genes were mapped according to Ensembl. The genes are FCGR2A, -2B, and -3A, a family of low affinity immunoglobulin gamma FC receptors; HSPA6, heat shock 70 kDa protein 6; DUSP12, dual specificity phosphatase 12; ATF6, activating transcription factor 6; OLFML2B, olfactomedin-like 2B; three genes referred to by RefSeqID: NP_116127, FC receptor homolog expressed in B cells (FREB); NP_055512, C-terminal PDZ domain ligand of neuronal nitric oxide synthase (CAPON) and NP_001002901, with no description; and one "novel" gene.
The UCSC Genome Browser indicated the same genes as Ensembl, and in addition FCGR3B, another member of the low affinity immunoglobulin gamma FC receptors family.
Southern blot analysis of the candidate target genes
For tumours LS3x, LS21, LS43 and MS8x, the genes ATF6 and DUSP12 showed the highest amplification level in general, 3–5 fold in LS3x and 5–10 fold in LS21 and LS43 (except ATF6), and particularly high copy numbers (>10 fold) in MS8x. FREB also showed high amplification levels, except in MS8x where the level was 5-fold (approximately three times less than ATF6 and DUSP12). For the other six tumours, the amplification level of all the genes was either normal or 2–3 fold.
APOA2 showed the same amplification levels as identified previously , except that the copy number increase was determined to be 5–10 fold instead of >10 fold in LS21, and 2–3 fold instead of <2 fold in LMS15, either because of experimental variation or because different parts of the tumours were analysed. APOA2 is located in BAC RP11-297K8 (Ensembl). By FISH analysis, RP11-297K8 detected high-level amplification in LS21 (32 % of the nuclei), LS3x (13 % of the nuclei) and MS8x (16 % of the nuclei) (Figure 1C), as one would expect.
Expression analysis of the candidate target genes by quantitative real-time RT-PCR
LS21 and MS8x showed the highest level of expression of both candidate target genes, ATF6 was over-expressed 8–9 fold whereas DUSP12 was over-expressed 11-fold in LS21 and 25-fold in MS8x. LS3x showed 3-fold over-expression of both genes, and for LMS2x and MFH19, DUSP12 was over-expressed 2–3 fold whereas ATF6 was expressed at the same level as the three tumours with normal copy number. LMS15 and LS43 showed the same expression levels of both ATF6 and DUSP12 as the tumours with normal copy number of the genes.
DUSP12 was significantly higher expressed than ATF6 in LMS2x, MFH19, MS8x (all p < 0,001), LS21 and LS43 (both p < 0,01), whereas ATF6 was significantly higher expressed than DUSP12 in LMS15 (p < 0,01). There was no significant difference in expression of the two genes in the rest of the tumours.
GRP78 and GRP94 were over-expressed in the same tumours that showed over-expression of ATF6. GRP78 was over-expressed 8-fold in MS8x, 5-fold in LS21 and 3-fold in LS3x, whereas GRP94 was over-expressed 3-fold in LS3x and 2-fold in LS21 and MS8x. In addition, MFH19 showed a 2-fold increase of both genes, whereas LMS2x showed a 2-fold increase for only GRP78. LMS15 and LS43 showed the same expression level of both GRP78 and GRP94 as the tumours with normal copy number of ATF6 and DUSP12, as they did for ATF6 and DUSP12.
CGH analyses of sarcomas show that the amplified part of 1q is variable. In some tumours, only 1q21 is highly amplified, whereas other cases have amplification of the whole 1q21-q23 or 1q21-q25 region [3, 4]. These observations suggest the presence of multiple, separate amplicons each containing target genes expected to be important for the development or progression of these tumours.
In this study, we did FISH with a contig of BACs spanning 7 Mb around APOA2 to map and characterize this amplicon in more detail in liposarcoma LS21, which showed the highest copy number of APOA2 in previous analyses . Our results showed that the core of the amplicon could be defined by 12 partly overlapping BACs (Figure 1A). The two BAC clones that detected the highest amplification levels, RP11-110D4 and RP11-195G14, were located approximately 400 kb distally of APOA2. Partial mapping of the amplicon in two other tumours confirmed that the most amplified part was covered by these two BACs (Figure 1C), which detected moderate to high-level amplification in eight of the 10 sarcomas analysed (Figure 1B).
The 1q21 amplicon, as represented by YAC 789f2, was present in all tumours with 1q21-q23 amplification analysed here [3, 16] (and unpublished results), and it was generally present at higher copy numbers than the amplicon near APOA2 in 1q23. This pattern seemed neither to be dependent on the sarcoma subtype, nor on the aggressiveness of the tumour. Both amplicons were for instance observed in WDLS (LS2 and LS21) as well as in the more aggressive leiomyosarcomas. However, the results presented here indicate that target genes located in 1q23 may be important for tumour development or progression in a subset of sarcomas, as this clearly is a separate amplicon.
Amplicon mapping was confirmed by array CGH using tiling-path probes for this region (Figure 2). For the most amplified subregion identified by FISH, four of the tumours showed a variable amplification pattern, whereas the other six tumours showed a relative copy number between 1 and 3. The approximately 800 kb region covered by the BACs RP11-5K23 through RP11-384L19 appeared to be the core of the amplicon, where LS6, LS21 and especially MS8x showed high amplification levels. But for LS21 and LS43, the region covered by the BACs RP11-312J18 through RP11-5K23 also showed high levels, suggesting that additional genes may be important for these two cases.
The results obtained by FISH and array CGH were in general consistent, but differences were also observed, in particular for tumours LS3x and LS43. FISH detected high copy numbers in a substantial fraction of the cells in LS3x, whereas array CGH detected a relative copy number around 3. For LS43 it was the other way around, with higher copy numbers detected by array CGH than FISH. Different pieces of the tumour were used to make interphase nuclei for FISH and isolate DNA for array CGH, and the observed discrepancy could thus be explained by tumour heterogeneity. Heterogeneous amplification status has been detected previously for some tumours, like LS21 . Also, normal cells in the tumours would cause amplification levels of the cancer cells to be underestimated by array CGH, and a subpopulation of cells with high amplification levels may go undetected. FISH analysis, although very laborious, would however detect such a subpopulation.
In order to identify possible candidate target genes we used Ensembl and the UCSC Genome Browser, and Southern blot analysis was performed to determine the copy numbers of nine of the candidate target genes (Figure 3). For tumours LS3x, LS21, LS43 and MS8x, the genes ATF6 and DUSP12 showed the highest amplification level in general, suggesting that one of them may be the target for this amplification. Both genes were located within the two BACs that detected the highest level of amplification.
Dual specificity phosphatase 12 (DUSP12) is a member of the VH1-like dual specificity subfamily of protein phosphatases, which may dephosphorylate both phosphoserine/threonine and phosphotyrosine residues . This gene is also termed YVH1, being the Homo sapiens ortholog of the Saccharomyces cerevisiae gene YVH1 protein-tyrosine phosphatase. Little is known about the human DUSP12/YVH1 protein function, but S. cerevisiae YVH1 is involved in cell growth, meiosis and sporulation , and inactivation of the S. cerevisiae YVH1 gene results in a striking increase in yeast doubling time . A similar effect has been observed in the opportunistic fungal pathogen Candida albicans, where YVH1 also contributes to pathogenicity . Interestingly, the human YVH1 gene has been shown to rescue the slow growth defect in yeast caused by disruption of the S. cerevisiae YVH1 gene . Since DUSP12 may be involved in cell proliferation, it is possible that amplification of DUSP12 stimulates tumour growth.
In addition, S. cerevisiae YVH1 has been shown to interact with the yeast pescadillo homolog (YPH1) , and this interaction has also been observed in the malaria parasite Plasmodium falciparum with the orthologs of YVH1 and pescadillo . Pescadillo is essential for ribosome biogenesis, nucleogenesis and mammalian cell proliferation [28, 29], and disruption to its function results in cell cycle arrest . An increased expression of pescadillo protein has been demonstrated in malignant cells , implying that pescadillo may contribute toward tumour progression. Thus, the interaction between YVH1 and YPH1 also connects DUSP12/YVH1 to cell proliferation and cell cycle regulation.
Activating transcription factor 6 (ATF6) is a member of the basic-leucine zipper (bZIP) family of transcription factors. It is involved in the endoplasmic reticulum (ER) stress response pathway, and activates expression of genes induced by the ER stress response  (and references therein). Interestingly, the ER stress response is already implicated in sarcoma biology, as the CHOP/GADD153 gene, involved in these processes , is translocated in myxoid liposarcomas  and also sometimes amplified in sarcomas .
ATF6 has been shown to activate the promoters of the genes glucose-regulated protein 78 kDa and -94 kDa (GRP78 and GRP94) [34, 35], which function as ER chaperones. GRP78 is also termed immunoglobulin heavy chain binding protein (BiP) and heat shock 70kDa protein 5 (HSPA5), while GRP94 is also termed tumour rejection (gp96) antigen 1 (TRA1).
GRP78 and GRP94 have been shown to protect cells against apoptosis [36, 37] (and references therein), and this anti-apoptotic function suggests that induction of these genes could lead to cancer progression and drug resistance in neoplastic cells. Several studies have correlated over-expression of GRP78 and GRP94 with tumour growth [36, 37] (and references therein), most likely because of inhibition of apoptosis. Thus, it is possible that amplification of ATF6 could lead to over-expression of GRP78 and GRP94, thereby giving the cells a growth advantage or resistance to chemotherapy.
The expression levels of ATF6 and DUSP12 were determined by quantitative real-time RT-PCR (Figure 4), and in general the expression level of ATF6 and DUSP12 reflected the amplification level in the different tumours. LS21 and MS8x showed the highest level of expression, with DUSP12 being as high as 25-fold over-expressed in MS8x. DUSP12 was expressed significantly higher than ATF6 in these two tumours (p < 0,001 for MS8x and p < 0,01 for LS21), and also in LMS2x and MFH19 (both p < 0,001). Thus, except for LS3x, DUSP12 is significantly higher expressed than ATF6 in all the tumours that showed at least 2-fold over-expression of either or both genes, suggesting that DUSP12 may be the real target for the amplification.
In order to investigate whether amplified ATF6 is active, the expression levels of GRP78 and GRP94 were determined (Figure 4). Interestingly, both genes were also over-expressed in the tumours that showed high expression of ATF6 (LS3x, LS21 and MS8x). GRP78 showed especially high levels, being over-expressed 8–9 fold in LS21 and MS8x. In addition, expression of both genes was increased 2-fold in MFH19 and also in LMS2x for GRP78, two tumours with similar expression level of ATF6 as the tumours with normal copy number of ATF6. However, the expression level of GRP78 and GRP94 in these two tumours is lower than what is observed in the tumours with over-expression of ATF6, and may possibly be caused by other regulatory mechanisms. Thus, amplification and over-expression of ATF6 seem to cause over-expression of particular GRP78 but also GRP94, thereby implying that amplification of ATF6 has a functional role.
Based on their consistent association with this amplicon and possible roles in promoting cell growth, both ATF6 and DUSP12 represent interesting candidate target genes for the 1q23 amplification in sarcomas. DUSP12 seems to be the most likely target based on the significantly higher expression in a subset of the tumours, but since relevant genes activated by ATF6 also are highly expressed in tumours with over-expression of ATF6, both genes are considered potential targets. Further functional analyses are required to determine the role of these proteins in sarcoma development or progression.
Ten sarcomas with known alterations of 1q21-q23 were analysed in this study, five liposarcomas (LS), two leiomyosarcomas (LMS), two malignant fibrous histiocytomas (MFH) and one malignant peripheral nerve sheath tumour (MPNST) (previously termed malignant schwannoma, MS). Histopathological and clinical characteristics of these tumours have been previously described [16, 17].
Fluorescence in situ hybridisation (FISH)
Fifty-nine overlapping BACs were used as probes for FISH. All the BACs were from the clone library RPCI-11 , kindly provided by the Wellcome Trust Sanger Institute http://www.sanger.ac.uk. The precise localisation of each BAC was based on sequence alignment by basic local alignment search tool (BLAST), performed by the Wellcome Trust Sanger Institute.
BAC DNA was isolated by standard methods and labeled with biotin-16-dUTP or digoxygenin-11-dUTP (Roche) by use of the BioNick Labeling System (Invitrogen). For each hybridisation, 300 ng of labeled DNA was ethanol precipitated together with 10 μg human Cot-1 DNA (Invitrogen). The precipitated DNA was dissolved in 15 μl hybridisation buffer (50 % formamide, 10 % dextran sulphate, 2 × SSC).
Preparation of interphase nuclei from tumour tissue was done as previously described . The slides were thawed and immersed in 70 % ethanol for at least 1 hour, air-dried and treated with 0,4 mg/ml pepsin for 20 minutes at 37°C. After this, the slides were washed three times for 5 minutes in 1 × PBS, fixated in 1 % formaldehyde/1 × PBS for 10 minutes at room temperature and washed three times for 5 minutes in 1 × PBS. The slides were dehydrated in ethanol (70, 90, 96 and 100 %) and air-dried.
The slides were denatured for 2 minutes at 74°C in 70 % de-ionized formamide/2 × SSC, immediately transferred to ice-cold 70 % ethanol, further dehydrated and air-dried. The labeled DNA was denatured for 10 minutes at 80°C, prehybridised for at least 30 minutes at 37°C and applied to slides at room temperature. Hybridisation was performed overnight at 37°C. After hybridisation, slides were washed three times for 10 minutes in 50 % formamide/2 × SSC at 45°C, and three times for 10 minutes in 0,1 × SSC at 45°C.
Signals from biotin-labelled probes were detected with avidin-Cy3 (Amersham Biosciences), and for detection of digoxygenin-labelled probes we used a FITC-labelled sheep-anti-digoxygenin antibody followed by ALEXA 488-labelled donkey-anti-sheep (Molecular Probes). For probes that gave weak signals, signals were amplified by deposition of FITC- or biotin-labelled thyramides, essentially as described in the protocols supplied by the manufacturer (TSA-direct and -indirect, NEN™ Life Science Products). Signals from biotinylated thyramides were detected with FITC-labelled streptavidin (NEN). The interphase nuclei were counterstained with 4',6-diamino-2-phenylindole (DAPI) and mounted in anti-fade solution (Vector Laboratories).
Hybridised slides were examined visually using a Zeiss Axioplan microscope equipped with appropriate filters for excitation of DAPI, DAPI/FITC or DAPI/Rhodamine (Cy3). The slides were manually scanned at 63 × or 100 × magnification with DAPI excitation to localise the interphases. For each probe, the number of spots was counted in at least 100 nuclei. Amplification levels were grouped into three categories; normal (two signals), moderate (3–9 signals) and high (10 or more signals).
Microarray-based comparative genomic hybridisation (array CGH)
Genomic microarrays covering the 1q12-q25 region were made using overlapping BACs and P1 artificial chromosomes (PACs). The BACs were from the clone library RPCI-11 , whereas the PACs were from the clone libraries RPCI-1, -3, -4 and -5. All clones were kindly provided by the Wellcome Trust Sanger Institute http://www.sanger.ac.uk. The precise localisation of each BAC and PAC was based on sequence alignment by BLAST, performed by the Wellcome Trust Sanger Institute.
The results from 15 of the BACs, covering the region in 1q23 that showed highest amplification level by FISH, are presented here. The dataset with these 15 BACs has been submitted to ArrayExpress, the microarray database of the European Bioinformatics Institute (http://www.ebi.ac.uk/arrayexpress, accession number E-MEXP-427) .
Isolation of BAC and PAC DNA, amplification by DOP-PCR and preparation of microarrays were done as previously described . The PCR products were arrayed in quadruplicate onto amine-binding slides (CodeLink, Amersham Biosciences) using a MicroGrid II arrayer (BioRobotics).
Genomic DNA from tumour tissues was isolated by standard methods as described previously . Normal female or male DNA (Promega) was used as a reference. Labeling of the DNA was done as previously described , with a few modifications. Here, 500 ng total genomic DNA was labeled using 1,5 μl 1 mM Cy3-dCTP or Cy5-dCTP (Amersham Biosciences) in a total volume of 100 μl.
The labeled tumour and reference DNA were combined and ethanol precipitated together with 135 μg human Cot-1 DNA (Invitrogen). The precipitated DNA was dissolved in 108 μl hybridisation buffer (50 % formamide, 10 % dextran sulphate, 4 % SDS, 2 × SSC) and 4 μl 100 mg/ml yeast tRNA (Invitrogen). The DNA was denatured for 10 minutes at 70°C and prehybridised for at least 30 minutes at 37°C.
Hybridisation was performed using an automated hybridisation station, GeneTAC (Genomic Solutions/Perkin Elmer), agitating the hybridisation solution for 48 hours at 37°C. After hybridisation, the slides were washed with 50 % formamide/2 × SSC at 48°C, 2 × SSC/0,1 % SDS at 48°C and PN-buffer (0,1 M NaH2PO4 plus 0,1 M Na2HPO4 to obtain pH 8/0,1 % NP-40) at 25°C. For all three solutions, the hybridisation station washed 5 cycles with a flow time of 20 seconds and a hold time of 40 seconds for each cycle. After removal from the hybridisation station, the slides were rinsed briefly in 0,05 × SSC and dried by spinning in a centrifuge.
The arrays were scanned by use of an Agilent G2565BA scanner (Agilent Technologies). The acquired microarray images were analysed using GenePix Pro 4.1 (Axon Laboratories). The spots were automatically segmented and manually adjusted where necessary. The fluorescent intensities and the local background of the two dyes were calculated for each spot. Further data processing, including filtering and normalisation, was done using M-CGH, a MATLAB toolbox specifically designed for this purpose .
Southern blot analysis
Eleven human cDNA clones were used as probes for Southern blot analysis. The clones for the nine candidate target genes were from the I.M.A.G.E. Consortium [LLNL] cDNA clones library http://image.llnl.gov, provided by Research Genetics. The I.M.A.G.E. Consortium CloneID and GenBank accession numbers of the clones are as follows: ATF6 (417251, W87752); CAPON (1860405, AI198232); DUSP12 (843328, AA485951); FCGR2A (868380, AA634109); FCGR2B (138369, R68106); FCGR3A (450155, AA703460); FCGR3B (51447, H20822); FREB (291871, W02963) and HSPA6 (2310335, AI654494).
In addition, a cDNA for APOA2  was used. As a control probe, the apolipoprotein B (APOB) gene, located in the p24 region of chromosome 2, was used . Previous work has shown no amplification of this chromosomal region in neither our sarcoma panel [3, 4, 45] nor liposarcomas from other groups [2, 46]. All cDNA clones were sequence verified.
DNA extraction from tumour tissues, digestion, preparation of filter blots and hybridisation were done as previously described . Quantitation of signal intensity was done by two-dimensional densitometry on a Molecular Dynamics laser densitometer. To correct for unequal sample loading, the gene-specific signals were calibrated to the relative signals obtained from the APOB control probe. Amplification levels were calculated by comparison with signals from normal controls (leukocytes), and grouped into five categories; <2 (normal), 2–3, 3–5, 5–10 and >10.
Quantitative real-time reverse transcription PCR (RT-PCR)
Quantitative real-time RT-PCR was performed using TaqMan® Gene Expression Assays (Applied Biosystems). The expression level was determined for the candidate target genes ATF6 (assay ID Hs00232586_m1) and DUSP12 (assay ID Hs00170898_m1). In addition, the expression level of GRP78 (also termed HSPA5, assay ID Hs00946088_g1) and GRP94 (also termed TRA1, assay ID Hs00427665_g1) was analysed. The genes B2M (assay ID Hs99999907_m1), GAPDH (assay ID Hs99999905_m1) and TBP (assay ID Hs99999910_m1) were used as endogenous controls for normalization. These housekeeping genes were chosen since they showed low variability by microarray expression profiling of our panel of sarcomas (Namløs, Berner, Myklebost et al., unpublished).
Frozen tumour tissue was pulverized in liquid nitrogen, and total RNA was extracted using Trizol (Invitrogen) according to the manufacturer's instructions. Universal Human Reference RNA (Stratagene) was used as a reference. cDNA synthesis was performed using the High-Capacity cDNA Archive Kit, essentially as described in the protocols supplied by the manufacturer (Applied Biosystems).
The PCR amplification was performed according to the manufacturer's instructions using the ABI Prism 7000 Sequence Detection System (Applied Biosystems). The cycling conditions comprised 10 minutes polymerase activation at 95°C and 40 cycles of 95°C for 15 seconds and 60°C for 1 minute. Each assay included (in triplicate): a standard curve of four serial dilutions of the Universal Human Reference RNA cDNA (ranging from 50 ng to 50 pg), a no-template control and 2 ng of each tumour cDNA.
Gene expression in the tumours was determined from the standard curves, and the expression level of ATF6, DUSP12, GRP78 and GRP94 was normalized with the average expression of the three endogenous controls.
We thank Erik B. Paulsen and Magne Skårn for excellent technical assistance, and the members of the Wellcome Trust Sanger Institute chromosome 1 mapping and sequencing teams for provision of genomic clones and information. The genomic microarrays were provided by the Norwegian Microarray Consortium (NMC) at the national technology platform, and supported by the functional genomics programme (FUGE) in the Research Council of Norway. This work was supported by the University of Oslo (EMBIO), the Norwegian Cancer Society and the Norwegian Foundation for Health and Rehabilitation.
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