Comparative genomic hybridization-array analysis enhances the detection of aneuploidies and submicroscopic imbalances in spontaneous miscarriages

Miscarriage is a condition that affects 10%-15% of all clinically recognized pregnancies, most of which occur in the first trimester. Approximately 50% of first-trimester miscarriages result from fetal chromosome abnormalities. Currently, G-banded chromosome analysis is used to determine if large-scale genetic imbalances are the cause of these pregnancy losses. This technique relies on the culture of cells derived from the fetus, a technique that has many limitations, including a high rate of culture failure, maternal overgrowth of fetal cells, and poor chromosome morphology. Comparative genomic hybridization (CGH)-array analysis is a powerful new molecular cytogenetic technique that allows genomewide analysis of DNA copy number. By hybridizing patient DNA and normal reference DNA to arrays of genomic clones, unbalanced gains or losses of genetic material across the genome can be detected. In this study, 41 product-of-conception (POC) samples, which were previously analyzed by G-banding, were tested using CGH arrays to determine not only if the array could identify all reported abnormalities, but also whether any previously undetected genomic imbalances would be discovered. The array methodology detected all abnormalities as reported by G-banding analysis and revealed new abnormalities in 4/41 (9.8%) cases. Of those, one trisomy 21 POC was also mosaic for trisomy 20, one had a duplication of the 10q telomere region, one had an interstitial deletion of chromosome 9p, and the fourth had an interstitial duplication of the Prader-Willi/Angelman syndrome region on chromosome 15q, which, if maternally inherited, has been implicated in autism. This retrospective study demonstrates that the DNA-based CGH-array technology overcomes many of the limitations of routine cytogenetic analysis of POC samples while enhancing the detection of fetal chromosome aberrations.     

Integration of DNA copy number alterations and transcriptional expression analysis in human gastric cancer

Background

Genomic instability with frequent DNA copy number alterations is one of the key hallmarks of carcinogenesis. The chromosomal regions with frequent DNA copy number gain and loss in human gastric cancer are still poorly defined. It remains unknown how the DNA copy number variations contributes to the changes of gene expression profiles, especially on the global level.

Principal Findings

We analyzed DNA copy number alterations in 64 human gastric cancer samples and 8 gastric cancer cell lines using bacterial artificial chromosome (BAC) arrays based comparative genomic hybridization (aCGH). Statistical analysis was applied to correlate previously published gene expression data obtained from cDNA microarrays with corresponding DNA copy number variation data to identify candidate oncogenes and tumor suppressor genes. We found that gastric cancer samples showed recurrent DNA copy number variations, including gains at 5p, 8q, 20p, 20q, and losses at 4q, 9p, 18q, 21q. The most frequent regions of amplification were 20q12 (7/72), 20q12–20q13.1 (12/72), 20q13.1–20q13.2 (11/72) and 20q13.2–20q13.3 (6/72). The most frequent deleted region was 9p21 (8/72). Correlating gene expression array data with aCGH identified 321 candidate oncogenes, which were overexpressed and showed frequent DNA copy number gains; and 12 candidate tumor suppressor genes which were down-regulated and showed frequent DNA copy number losses in human gastric cancers. Three networks of significantly expressed genes in gastric cancer samples were identified by ingenuity pathway analysis.

Conclusions

This study provides insight into DNA copy number variations and their contribution to altered gene expression profiles during human gastric cancer development. It provides novel candidate driver oncogenes or tumor suppressor genes for human gastric cancer, useful pathway maps for the future understanding of the molecular pathogenesis of this malignancy, and the construction of new therapeutic targets.     

KIAA1096, a gene on chromosome 1q,is amplified and overexpressed in bladder cancer

Chromosomal gain on 1q23-24 is a cytogenetic finding found in approximately 30% of bladder tumors. Currently, no defined or candidate tumor-associated genes from this region have been identified. The objective of this study was to identify and quantitate the expression of putative cancer genes located at this chromosome locus in normal urothelium, superficial, and muscle invasive bladder tumors. We examined both normal and bladder cancer tissue specimens (N = 40-80 RNA, DNA, and protein) by semiquantitative RT/PCR, genomic PCR, and by Western blotting. The KIAA1096 gene is located at 1q23-24 with no overexpression or amplification in normal urothelium, but was significantly upregulated in 30% of tumors (P = 0.0001). There was a trend towards increased expression in invasive compared to superficial lesions (P = 0.06). A significant increase in gene copy was also found in a 38% of TCC of the bladder compared to normal bladder mucosa or peripheral blood lymphocytes. Immunohistochemistry (IHC) demonstrated KIAA1096 expression in nonmalignant bladder mucosa tissue but apparent upregulation in invasive transitional cell carcinoma. Two other genes, CH1 and RGS5, which are situated in the same region of chromosome 1q, demonstrated disparate patterns of expression. In summary, KIAA1096 is a gene situated at 1q23-24, which demonstrated a pattern of RNA and DNA expression consistent with the 38% expression of cytogenetic amplification noted on previous studies. This gene may, therefore, be a putative marker for this cytogenetic phenomenon and provide an opportunity to evaluate the clinical significance of previous cytogenetic findings.     

Chromosomal aberrations involving telomeres in BRCA1 deficient human and mouse cell lines

Cells defective in BRCA1 show genomic instability as evidenced by increased radiosensitivity, the presence of chromosomal abnormalities and the loss of heterozygosity at many loci. Reported chromosomal abnormalities in BRCA1 deficient cells include dicentric chromosomes. Dicentric chromosomes, in some cases, may arise as a result of end-to-end chromosome fusions, which represent signatures of telomere dysfunction. In this study we examined BRCA1 deficient human and mouse cells for the presence of chromosomal aberrations indicative of telomere dysfunction. We identified a lymphoblastoid cell line, GM14090, established from a BRCA1 carrier that showed elevated levels of dicentric chromosomes. Molecular cytogenetic analysis revealed that these dicentric chromosomes result from end-to-end chromosome fusions. The frequency of end-to-end chromosome fusions did not change after exposure of GM14090 cells to bleomycin but we observed elevated levels of chromosomal abnormalities involving interactions between DNA double strand breaks and uncapped telomeres in this cell line. We observed similar chromosomal abnormalities involving telomeres in the breast cancer cell line, HCC1937, homozygous for BRCA1 mutation. Finally, we analyzed mouse embryonic stem cells lacking functional Brca1 and observed the presence of telomere dysfunction following exposure of these cells to bleomycin. Our results reveal cytogenetic evidence of telomere dysfunction in BRCA1 deficient cells.     

Accurate detection of aneuploidies in array CGH and gene expression microarray data

MOTIVATION: Chromosomal copy number changes (aneuploidies) are common in cell populations that undergo multiple cell divisions including yeast strains, cell lines and tumor cells. Identification of aneuploidies is critical in evolutionary studies, where changes in copy number serve an adaptive purpose, as well as in cancer studies, where amplifications and deletions of chromosomal regions have been identified as a major pathogenetic mechanism. Aneuploidies can be studied on whole-genome level using array CGH (a microarray-based method that measures the DNA content), but their presence also affects gene expression. In gene expression microarray analysis, identification of copy number changes is especially important in preventing aberrant biological conclusions based on spurious gene expression correlation or masked phenotypes that arise due to aneuploidies. Previously suggested approaches for aneuploidy detection from microarray data mostly focus on array CGH, address only whole-chromosome or whole-arm copy number changes, and rely on thresholds or other heuristics, making them unsuitable for fully automated general application to gene expression datasets. There is a need for a general and robust method for identification of aneuploidies of any size from both array CGH and gene expression microarray data. RESULTS: We present ChARM (Chromosomal Aberration Region Miner), a robust and accurate expectation-maximization based method for identification of segmental aneuploidies (partial chromosome changes) from gene expression and array CGH microarray data. Systematic evaluation of the algorithm on synthetic and biological data shows that the method is robust to noise, aneuploidal segment size and P-value cutoff. Using our approach, we identify known chromosomal changes and predict novel potential segmental aneuploidies in commonly used yeast deletion strains and in breast cancer. ChARM can be routinely used to identify aneuploidies in array CGH datasets and to screen gene expression data for aneuploidies or array biases. Our methodology is sensitive enough to detect statistically significant and biologically relevant aneuploidies even when expression or DNA content changes are subtle as in mixed populations of cells. AVAILABILITY: Code available by request from the authors and on Web supplement at http://function.cs.princeton.edu/ChARM/     

Cytogenetic analysis from DNA by comparative genomic hybridization

Comparative genomic hybridization (CGH) is a modified in situ hybridization technique which allows detection and mapping of DNA sequence copy differences between two genomes in a single experiment. In CGH analysis, two differentially labelled genomic DNA (study and reference) are co-hybridized to normal metaphase spreads. Chromosomal locations of copy number changes in the DNA segments of the study genome are revealed by a variable fluorescence intensity ratio along each target chromosome. Since its development, CGH has been applied mostly as a research tool in the field of cancer cytogenetics to identify genetic changes in many previously unknown regions. CGH may also have a role in clinical cytogenetics for detection and identification of unbalanced chromosomal abnormalities.     

THE BASE COMPOSITION OF NUCLEIC ACIDS IN CHROMOSOMES, PUFFS, NUCLEOLI, AND CYTOPLASM OF CHIRONOMUS SALIVARY GLAND CELLS

The base composition of RNA from individually isolated giant chromosomes, puffed chromosome segments, nucleoli, and samples of cytoplasm from Chironomus salivary gland cells was determined by microelectrophoresis. Data on the adenine: guanine quotient of the chromosomal DNA were also obtained. The results show that: 1) Chromosomal, nucleolar, and cytoplasmic RNA's differ significantly from each other in base composition. 2) Nucleolar and cytoplasmic RNA's, in spite of the difference, show great similarities with regard to the base composition and are both rich in adenine and uracil. 3) The RNA extracted from chromosome I differs significantly from the RNA's extracted from different segments of chromosome IV, and the latter differ significantly from each other. 4) The values for the RNA: DNA quotients of chromosome segments parallel the development of synthetically active genes, so-called Balbiani rings. 5) The chromosomal RNA does not show a base symmetry in any of the investigated cases, nor is the content of guanine + cytosine the same as that for DNA. The first of these two facts excludes the possibility that the chromosomal RNA is a complete copy of both strands of the chromosomal DNA. In spite of the difference in guanine + cytosine content between the two nucleic acids the RNA may still partly or completely be a single strand copy depending upon how representative the DNA values are for the synthetically active DNA.     

Differential gene alteration among hepatoma cell lines demonstrated by cDNA microarray-based comparative genomic hybridization

We assayed chromosomal abnormalities in hepatoma cell lines using the microarray-based comparative genomic hybridization (array-CGH) method and investigated the relationship between genomic copy number alterations and expression profiles in these hepatoma cell lines. We modified a cDNA array-CGH assay to compare genomic DNAs from seven hepatoma cell lines, as well as DNA from two non-hepatoma cell lines and from normal cells. The mRNA expression of each sample was assayed in parallel by cDNA microarray. We identified small amplified or deleted chromosomal regions, as well as alterations in DNA copy number not previously described. We predominantly found alterations of apoptosis-related genes in Hep3B and HepG2, cell adhesion and receptor molecules in HLE, and cytokine-related genes in PLC/PRF/5. About 40% of the genes showing amplification or loss showed altered levels of mRNA (p < 0.05). Hierarchical clustering analysis showed that the expression of these genes allows differentiation between alpha-fetoprotein (AFP)-producing and AFP-negative cell lines. cDNA array-CGH is a sensitive method that can be used to detect alterations in genomic copy number in tumor cells. Differences in DNA copy alterations between AFP-producing and AFP-negative cells may lead to differential gene expression and may be related to the phenotype of these cells.     

Determining and interpreting new predictive rules for breast cancer familial inheritance

DNA copy number alterations have been discovered to be key genetic events in development and progression of cancer. No clear data of familial and sporadic breast cancer are available. We focused on looking for an independent platform as a tool to identify the chromosomal profile in familial versus sporadic breast cancer patients. A total of 124 breast cancer patients were studied utilizing aCGH. The dataset was analyzed using Gaussian Mixture Models to determine the thresholds in order to assess gene copy number changes and to minimize the impact of noise on further data analyses. The identification of regions of consistent aberration across samples was carried out with statistical approaches and machine learning tools to draw profiles for familial and sporadic groups. Familial and sporadic cases resulted with a chromosome imbalance of 15% [false discovery rate (FDR): q=718E-5] and 18% (FDR: q=632E-13), respectively. The differential map evidenced two cytogenetic bands (8p23 and 11q13-11q14) significantly altered in familial versus sporadic cases (FDR: q=7E-4). The application of a new bioinformatics tool that discovers fuzzy classification rules (IFRAIS) let to individualize association of genes alterations that identify familial or sporadic cases. These results are comparable to those of the other systems used and are consistent from the biological point of view.     

Integrated analysis of DNA copy number and gene expression microarray data using gene sets

Background  

Genes that play an important role in tumorigenesis are expected to show association between DNA copy number and RNA expression. Optimal power to find such associations can only be achieved if analysing copy number and gene expression jointly. Furthermore, some copy number changes extend over larger chromosomal regions affecting the expression levels of multiple resident genes.     

A missense mutation in the rpoC gene affects chromosomal replication control in Escherichia coli.

An RNA polymerase mutant with a single-base-pair change in the rpoC gene affects chromosome initiation control. The mutation, which is recessive, is a G to A transition leading to the substitution of aspartate for glycine at amino acid residue 1033 in the RNA polymerase beta' subunit. The chromosome copy number is increased twofold in the mutant at semipermissive growth temperatures (39 degrees C). In a delta oriC strain, in which chromosome initiation is governed by an F replicon, chromosome copy number is not affected. Plasmid pBR322 copy number is also increased in the mutant at 39 degrees C. The mutation causes a more than fivefold increased expression of the dnaA gene at 39 degrees C. It is conceivable that it is this high DnaA concentration which causes the high chromosome copy number and that the mutant RNA polymerase beta' subunit exerts its effect by altering the expression of the dnaA gene. However, other factors must be affected as well to explain why the RNA polymerase mutant can grow in a balanced fashion with a high chromosome concentration. This is in contrast to wild-type cells, which exhibit higher origin concentrations when DnaA protein is overproduced, but in which the overall DNA concentration is only moderately affected.     

Frequent gains on chromosome arms 1q and/or 8q in human endometrial cancer

Comparative genomic hybridization (CGH) was employed to survey genomic regions with increased and decreased copy number of the DNA sequence in 15 endometrial cancers [10 cases with microsatellite instability positive (MI+) and 5 cases with MI–]. Twelve of these 15 tumors (80%) showed abnormalities in copy number at one or more of the chromosomal regions. There were no regions with frequent chromosomal losses. Conversely, 11 of 15 cases (73%) showed gains on chromosome arms 1q (8/15; 53%) and/or 8q (6/15; 40%). Concordant gains of both chromosome arms 1q and 8q were observed in all three endometrial cancers of histological grade 3. These results suggest that these two chromosomal regions may contain genes whose increased expression contributes to development and/or progression of endometrial carcinogenesis. Two cases were further analyzed by fluorescence in situ hybridization (FISH) using three probes on chromosome 1 and two probes on chromosome 8 to more accurately determine increases in copy number. We found gains of chromosome 1q to 2.9–3.6 copies per cell and on 8q to 4.4 copies per cell. Received: 9 March 1997 / Accepted: 2 June 1997     

Spontaneous germline amplification and translocation of a transgene array.

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.     

Identification of tumor suppressors and oncogenes from genomic and epigenetic features in ovarian cancer

The identification of genetic and epigenetic alterations from primary tumor cells has become a common method to identify genes critical to the development and progression of cancer. We seek to identify those genetic and epigenetic aberrations that have the most impact on gene function within the tumor. First, we perform a bioinformatic analysis of copy number variation (CNV) and DNA methylation covering the genetic landscape of ovarian cancer tumor cells. We separately examined CNV and DNA methylation for 42 primary serous ovarian cancer samples using MOMA-ROMA assays and 379 tumor samples analyzed by The Cancer Genome Atlas. We have identified 346 genes with significant deletions or amplifications among the tumor samples. Utilizing associated gene expression data we predict 156 genes with altered copy number and correlated changes in expression. Among these genes CCNE1, POP4, UQCRB, PHF20L1 and C19orf2 were identified within both data sets. We were specifically interested in copy number variation as our base genomic property in the prediction of tumor suppressors and oncogenes in the altered ovarian tumor. We therefore identify changes in DNA methylation and expression for all amplified and deleted genes. We statistically define tumor suppressor and oncogenic features for these modalities and perform a correlation analysis with expression. We predicted 611 potential oncogenes and tumor suppressors candidates by integrating these data types. Genes with a strong correlation for methylation dependent expression changes exhibited at varying copy number aberrations include CDCA8, ATAD2, CDKN2A, RAB25, AURKA, BOP1 and EIF2C3. We provide copy number variation and DNA methylation analysis for over 11,500 individual genes covering the genetic landscape of ovarian cancer tumors. We show the extent of genomic and epigenetic alterations for known tumor suppressors and oncogenes and also use these defined features to identify potential ovarian cancer gene candidates.     

Fluorescence in situ hybridization (FISH)--application in research and diagnostics

The methods of molecular cytogenetics, in particular fluorescence in situ hybridization (FISH), are widely applied in cytogenetics for identification of numerical and structural chromosomal abnormalities, which are difficult to detect by routine cytogenetic techniques. Due to many advantages, FISH is used in research (gene mapping, gene expression studies, interspecies chromosome homology), and clinical diagnostics (chromosomal aberrations analysis in pre- and postnatal diagnostics, oncology). The techniques of in situ hybridization (ISH) are often employed in addition to classical banding techniques, in case where banding pattern is not reliable. This paper focuses on particular clinical examples, where FISH was successfully used to identify structural and numerical chromosomal aberrations.