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SUMMARY: Gene copy number and DNA methylation alterations are key regulators of gene expression in cancer. Accordingly, genes that show simultaneous methylation, copy number and expression alterations are likely to have a key role in tumor progression. We have implemented a novel software package (CNAmet) for integrative analysis of high-throughput copy number, DNA methylation and gene expression data. To demonstrate the utility of CNAmet, we use copy number, DNA methylation and gene expression data from 50 glioblastoma multiforme and 188 ovarian cancer primary tumor samples. Our results reveal a synergistic effect of DNA methylation and copy number alterations on gene expression for several known oncogenes as well as novel candidate oncogenes. AVAILABILITY: CNAmet R-package and user guide are freely available under GNU General Public License at http://csbi.ltdk.helsinki.fi/CNAmet.  相似文献   

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The ribosomal rDNA gene array is an epigenetically-regulated repeated gene locus. While rDNA copy number varies widely between and within species, the functional consequences of subtle copy number polymorphisms have been largely unknown. Deletions in the Drosophila Y-linked rDNA modifies heterochromatin-induced position effect variegation (PEV), but it has been unknown if the euchromatic component of the genome is affected by rDNA copy number. Polymorphisms of naturally occurring Y chromosomes affect both euchromatin and heterochromatin, although the elements responsible for these effects are unknown. Here we show that copy number of the Y-linked rDNA array is a source of genome-wide variation in gene expression. Induced deletions in the rDNA affect the expression of hundreds to thousands of euchromatic genes throughout the genome of males and females. Although the affected genes are not physically clustered, we observed functional enrichments for genes whose protein products are located in the mitochondria and are involved in electron transport. The affected genes significantly overlap with genes affected by natural polymorphisms on Y chromosomes, suggesting that polymorphic rDNA copy number is an important determinant of gene expression diversity in natural populations. Altogether, our results indicate that subtle changes to rDNA copy number between individuals may contribute to biologically relevant phenotypic variation.  相似文献   

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Background

There have been conflicting reports in the literature on association of gene copy number with disease, including CCL3L1 and HIV susceptibility, and β-defensins and Crohn''s disease. Quantification of precise gene copy numbers is important in order to define any association of gene copy number with disease. At present, real-time quantitative PCR (QPCR) is the most commonly used method to determine gene copy number, however the Paralogue Ratio Test (PRT) is being used in more and more laboratories.

Findings

In this study we compare a Pyrosequencing-based Paralogue Ratio Test (PPRT) for determining beta-defensin gene copy number with two currently used methods for gene copy number determination, QPCR and triplex PRT by typing five different cohorts (UK, Danish, Portuguese, Ghanaian and Czech) of DNA from a total of 576 healthy individuals. We found a systematic measurement bias between DNA cohorts revealed by QPCR, but not by the PRT-based methods. Using PRT, copy number ranged from 2 to 9 copies, with a modal copy number of 4 in all populations.

Conclusions

QPCR is very sensitive to quality of the template DNA, generating systematic biases that could produce false-positive or negative disease associations. Both triplex PRT and PPRT do not show this systematic bias, and type copy number within the correct range, although triplex PRT appears to be a more precise and accurate method to type beta-defensin copy number.  相似文献   

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We have investigated the possible relationship between c-myc gene activity and other variable traits in HL60. In a panel of variant lines, a good correlation was observed between myc gene copy number and the level of myc mRNA. There was no correlation between myc amplification or expression and the resistance of the lines to induction of terminal neutrophilic or monocytic differentiation. Therefore, myc mRNA level does not appear to determine the ability of the variant HL60 lines to respond to inducers of differentiation. Flow cytometric analyses of the expression of a differentiation antigen (AGF 4.36) revealed stable negative and positive subpopulations in growing HL60. myc amplification, expression, and inducibility were identical in these subpopulations, suggesting that variation of these traits in HL60 sublines and variants is not due to maturation state differences. myc gene copy number was also identical in transferrin receptor positive (proliferating) and negative (resting) populations. These data contradict the notion that myc amplification has been important in determining the in vitro biological properties of HL60.  相似文献   

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To investigate the relationships between Chromosome 7 gain, mesenchymal-epithelial transition factor (MET) gene copy number increase and MET protein overexpression in Chinese patients with papillary renal cell carcinoma (PRCC), immunohistochemistry (IHC), immunofluorescence (IF) and fluorescence in situ hybridization (FISH) were performed on 98 formalin-fixed, paraffin-embedded (FFPE) PRCC samples. Correlations between MET gene copy number increase, Chromosome 7 gain and MET protein overexpression were analyzed statistically. A highly significant correlation was observed between the percentage of tumor cells with MET gene copy number ≥3 and CEP7 copy number ≥3 (R2 = 0.90, p<0.001) across two subtypes of PRCC. In addition, the percentage of tumor cells with MET gene copy number ≥3 was found to increase along with increases in MET IHC score. This correlation was further confirmed in those PRCC tumor cells with average MET gene copy number >5 using combined IF and FISH methodology. Overall, this study provides evidence that Chromosome 7 gain drives MET gene copy number increase in PRCC tumors, and appears to subsequently lead to an increase in MET protein overexpression in these tumor cells. This supports MET activation as a potential therapeutic target in sporadic PRCC.  相似文献   

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目的:检测抗凝血酶Ⅲ(ATⅢ)转基因山羊外源基因的拷贝数及ATⅢ蛋白的表达量,分析拷贝数与蛋白表达量的相关性。方法:用Primer 5.0软件设计外源基因ATⅢ及山羊管家基因GAPDH的引物,以倍比稀释的标准品进行实时荧光定量PCR,制作标准曲线,通过标准曲线计算外源基因拷贝数;通过酶显色底物法检测ATⅢ蛋白的含量。结果:依据ATⅢ和GAPDH基因标准曲线方程计算得到的山羊个体间外源基因的拷贝数相差很大,最少的为5,最多为25,且不同转基因山羊间ATⅢ表达水平的差别达10倍以上。结论:外源基因表达水平在受到拷贝数的影响外,也受到整合位点等其他因素的重要影响。  相似文献   

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The quantitative determination of transgene copy number in stably transfected mammalian cells has been traditionally estimated by Southern blot analysis. Recently, other methods have become available for appraisal of gene copy number, such as real-time PCR. Herein we describe a new method based on a fluorescently labeled PCR, followed by capillary electrophoresis. We amplified our target gene (prothrombin) and the internal control originating from genomic DNA (18S rRNA) in the same PCR tube and calculated the mean peak height ratio of the target:control gene for every cell clone sample. With this approach we identified stably transfected cell clones bearing the same transgene copy number. The results of our assay were confirmed by real-time PCR. Our method proves to be fast, low-cost, and reproducible compared with traditionally used methods. This assay can be used as a rapid screening tool for the determination of gene copy number in gene expression experiments.  相似文献   

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Heteroduplex formation, required for the complete detection of hemi/homozygotes using high-resolution melting analysis, can be induced either by pre-PCR mixing of genomic DNAs or by post-PCR mixing of PCR products from unknown and reference samples. This study investigates the effects of both methods using two single nucleotide polymorphisms in X-linked DMD gene. The results show that both methods resulted in the same effect when mixing samples with the same gene copy number. Mixing samples with different gene copy numbers has not been previously explored and we show that post-PCR mixing is insensitive to gene copy number differences as compared to pre-PCR mixing.  相似文献   

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Multigene families—immunity genes or sensory receptors, for instance—are often subject to diversifying selection. Allelic diversity may be favored not only through balancing or frequency-dependent selection at individual loci but also by associating different alleles in multicopy gene families. Using a combination of analytical calculations and simulations, we explored a population genetic model of epistatic selection and unequal recombination, where a trade-off exists between the benefit of allelic diversity and the cost of copy abundance. Starting from the neutral case, where we showed that gene copy number is Gamma distributed at equilibrium, we derived also the mean and shape of the limiting distribution under selection. Considering a more general model, which includes variable population size and population substructure, we explored by simulations mean fitness and some summary statistics of the copy number distribution. We determined the relative effects of selection, recombination, and demographic parameters in maintaining allelic diversity and shaping the mean fitness of a population. One way to control the variance of copy number is by lowering the rate of unequal recombination. Indeed, when encoding recombination by a rate modifier locus, we observe exactly this prediction. Finally, we analyzed the empirical copy number distribution of 3 genes in human and estimated recombination and selection parameters of our model.  相似文献   

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Unusual chloroplast transformants of Chlamydomonas reinhardtii that contain 2000 copies of a mutant version of the chloroplast atpB gene, maintained as an extrachromosomal tandem repeat, have recently been described. In this paper studies have been undertaken to (i) address possible mechanisms for generating and maintaining the amplified DNA and (ii) determine whether it is possible to use chloroplast gene amplification to overexpress chloroplast or foreign genes. Data presented here indicate that high copy number transformants harbor characteristic rearrangements in both copies of the chloroplast genome large inverted repeat. These rearrangements appear to be a consequence of, or required for, maintenance of the amplified DNA. In an attempt to mimic the apparently autonomous replication of extrachromosomal DNA in the chloroplast, transformation was carried out with a plasmid that lacked homology with the chloroplast genome or with the same plasmid carrying a putative chloroplast DNA replication origin ( oriA ). Transformants were recovered only with the plasmid containing oriA , and all transformants contained an integrated plasmid copy at oriA , suggesting that establishment or maintenance of the extrachromosomal tandem repeat requires conditions that were not replicated in this experiment. To determine whether other genes could be maintained at high copy number in the chloroplast, plasmids carrying the wild-type atpB gene or the bacterial aadA gene were introduced into a high copy number transformant. Surprisingly, the copy number of the plasmid tandem repeat declined rapidly after the secondary transformation events, even when strong selective pressure for the introduced gene was applied. Thus, chloroplast transformation can either create or destabilize high copy number tandem repeats.  相似文献   

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The majority of the mammalian genome is thought to be relatively stable throughout and between generations. There are no developmentally programmed gene amplifications as seen in lower eukaryotes and prokaryotes, however a number of unscheduled gene amplifications have been documented. Apart from expansion of trinucleotide repeats and minisatellite DNA, which involve small DNA elements, other cases of gene or DNA amplifications in mammalian systems have been reported in tumor samples or permanent cell lines. The mechanisms underlying these amplifications remain unknown. Here, we report a spontaneous transgene amplification through the male germline which resulted in silencing of transgene expression. During routine screening one mouse, phenotypically negative for transgene expression, was found to have a transgene copy number much greater than that of the transgenic parent. Analysis of the transgene expansion revealed that the amplification in the new high copy transgenic line resulted in a copy number approximately 40-60 times the primary transgenic line copy number of 5-8 copies per haploid genome. Genetic breeding analysis suggested that this amplification was the result of insertion at only one integration site, that it was stable for at least two generations and that the site of insertion was different from the site at which the original 5-8 copy array had integrated. FISH analysis revealed that the new high copy array was on chromosome 7 F3/4 whereas the original low copy transgene array had been localised to chromosome 3E3. DNA methylation analysis revealed that the high copy transgene array was heavily methylated. The amplification of transgenes, although a rare event, may give insight into amplification of endogenous genes which can be associated with human disease.  相似文献   

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转基因白桦中GUS基因表达的定量分析   总被引:1,自引:0,他引:1  
以转基因白桦(Betula platyphylla)为材料,采用单酶切结合Southern杂交的方法揭示不同转基因植株中GUS基因的整合拷贝数为1—4个。采用组织化学染色法定性分析不同整合方式转基因白桦植株中GUS基因的表达。结果表明,11个转基因植株中有2株出现了GUS基因沉默,其余植株均有不同水平的GUS表达。在此基础上应用分光光度法定量分析不同拷贝数的GUS转基因白桦中β-葡萄糖醛酸酶活性。结果表明,在11个转基因尢性系中除2个株系的GUS基因沉默外,其它9个转基因植株中GUS酶活力差异明显,但这种差异与GUS基因的拷贝数没有必然联系。  相似文献   

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转基因白桦中GUS 基因表达的定量分析   总被引:2,自引:0,他引:2  
以转基因白桦(Betula platyphylla)为材料, 采用单酶切结合Southern杂交的方法揭示不同转基因植株中GUS基因的整合拷贝数为1-4个。采用组织化学染色法定性分析不同整合方式转基因白桦植株中GUS基因的表达。结果表明, 11个转基因植株中有2株出现了GUS基因沉默, 其余植株均有不同水平的GUS表达。在此基础上应用分光光度法定量分析不同拷贝数的GUS转基因白桦中b-葡萄糖醛酸酶活性。结果表明, 在11个转基因无性系中除2个株系的GUS基因沉默外, 其它9个转基因植株中GUS酶活力差异明显, 但这种差异与GUS基因的拷贝数没有必然联系。  相似文献   

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Cheng C  Kimmel R  Neiman P  Zhao LP 《Genomics》2003,82(2):122-129
cDNA microarray technology has been applied to the detection of DNA copy-number changes in malignant tumors. Test and control genomic DNA samples are differentially labeled and cohybridized to a spotted cDNA microarray. The ratio of test to control fluorescence intensities for each spot reflects relative gene copy number. The low signal-to-noise ratios of this assay and the variable levels of gene amplification and deletion among tumors hamper the detection of deviations from the diploid complement. We describe a regression-based statistical method to test for altered copy number on each gene and apply the technique to copy-number profiles in 10 thyroid tumors. We show that a novel transformation of fluorescence ratios into array rank order efficiently normalizes the heterogeneity among copy-number profiles and improves the reproducibility of the results. Array rank order regression analysis enhances the detection of consistent changes in gene copy number in solid tumors by cDNA microarray-based comparative genome hybridization.  相似文献   

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The copy number per cell mass of plasmid pBR322 and a rom- derivative was measured as a function of generation time. In fast growing cells the copy number per cell mass was virtually identical for rom+ and rom- derivatives. However, the copy number of pBR322 only increased 3- to 4-fold from a 20- to 80-min generation time, whereas the copy number of the rom- derivative increased 7- to 10-fold. The copy number stayed constant for the rom+ and rom- plasmids at generation times longer than 80-100 min. Thus, the presence of the rom gene decreased the copy number of plasmid pBR322 in slowly growing cells at least 2-fold when compared with the rom- plasmid. To study the effect of the rom gene in trans we cloned the gene into the compatible P15A-derived rom- plasmid pACYC184. In cells carrying both pACYC184 rom+ and pBR322 rom- the presence of the rom gene in trans had little effect on the copy number of pBR322 rom- at fast growth, but it decreased its copy number at slow growth to the same level as found for pBR322, i.e., complemented the pBR322 rom- plasmid. The pACYC184 plasmid and its rom+ derivatives showed copy numbers similar to those of pBR322 rom- and pBR322 itself, respectively, at fast and slow growth. We conclude that the rom gene product-the Rom protein-is an important element in copy number control of ColE1-type plasmids especially in slowly growing cells.  相似文献   

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