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Statistical issues in the analysis of the array CGH data
Chapter by: Fridlyand, J.; Snijders, A.; Pinkel, D.; Albertson, D.; Jain, Ajay
in: Proceedings of the 2003 IEEE Bioinformatics Conference, CSB 2003 by
[S.l.] : Institute of Electrical and Electronics Engineers Inc., 2003
pp. 407-408
ISBN: 9780769520001
CID: 2785492
Genome wide array comparative genomic hybridisation analysis of premalignant lesions of the stomach
Weiss, M M; Kuipers, E J; Postma, C; Snijders, A M; Stolte, M; Vieth, M; Pinkel, D; Meuwissen, S G M; Albertson, D; Meijer, G A
BACKGROUND: Gastric cancer is one of the most frequent malignancies in the world, ranking fifth in the Netherlands as a cause of cancer death. Surgery is the only curative treatment for advanced cases, but results of gastrectomy largely depend on the stage of the disease. A better understanding of the mechanisms of progression from a preneoplastic condition through intraepithelial neoplasia to invasive cancer may provide information relevant to designing focused prevention strategies. METHODS: Because the pattern of chromosomal aberrations in precursors of gastric cancer is unclear, 11 gastric polyps with intraepithelial neoplasia (three hyperplastic polyps and eight adenomas) were analysed by microarray comparative genomic hybridisation to study chromosomal instability in precursors of gastric cancer. RESULTS: Chromosomal aberrations were detected in all specimens. Adenomas showed no more chromosomal aberrations than did the hyperplastic polyps. The most frequent aberrations were gain of 7q36 and 20q12, and loss of 5q14-q21 in the adenomas, and loss of 15q11-14, 1p21-31, and 21q11-21.2 in the hyperplastic polyps. The most frequent chromosomal aberration in common to both types was loss of 9p21.3. CONCLUSION: Hyperplastic polyps showed many chromosomal aberrations, confirming that neoplastic transformation can occur in these lesions. These observations are consistent with the existence of two morphologically and genetically distinct pathways to gastric cancer-the hyperplastic polyp pathway and the (intestinal type) adenoma pathway. The relative contribution of each to gastric carcinogenesis in general, and how they compare to patterns of chromosomal aberrations in the more prevalent flat foci of intraepithelial neoplasia remain to be determined.
PMCID:1187341
PMID: 14514924
ISSN: 1366-8714
CID: 2758962
Current status and future prospects of array-based comparative genomic hybridisation
Snijders, Antoine M; Pinkel, Daniel; Albertson, Donna G
The majority of human cancers as well as many developmental abnormalities harbour chromosomal imbalances, many of which result in the gain and/or loss of genomic material. Conventional comparative genomic hybridisation (CGH) has been used extensively to map DNA copy number changes to chromosomal positions. The introduction of microarray CGH provided a powerful tool to precisely detect and quantify genomic aberrations and map these directly onto the sequence of the human genome. In the past several years, a number of different approaches towards array-based CGH have been undertaken. This paper reviews these approaches and presents some of the recently-developed applications of this new technology in both research and clinical settings.
PMID: 15239942
ISSN: 1473-9550
CID: 372962
Determinants of BRAF mutations in primary melanomas
Maldonado, Janet L; Fridlyand, Jane; Patel, Hetal; Jain, Ajay N; Busam, Klaus; Kageshita, Toshiro; Ono, Tomomichi; Albertson, Donna G; Pinkel, Dan; Bastian, Boris C
The RAS/mitogen-activated protein kinase pathway sends external growth-promoting signals to the nucleus. BRAF, a critical serine/threonine kinase in this pathway, is frequently activated by somatic mutation in melanoma. Using a cohort of 115 patients with primary invasive melanomas, we show that BRAF mutations are statistically significantly more common in melanomas occurring on skin subject to intermittent sun exposure than elsewhere (23 of 43 patients; P<.001, two-sided Fisher's exact test). By contrast, BRAF mutations in melanomas on chronically sun-damaged skin (1 of 12 patients) and melanomas on skin relatively or completely unexposed to sun, such as palms, soles, subungual sites (6 of 39 patients), and mucosal membranes (2 of 21 patients) are rare. We found no association of mutation status with clinical outcome or with the presence of an associated melanocytic nevus. The mutated BRAF allele was frequently found at an elevated copy number, implicating BRAF as one of the factors driving selection for the frequent copy number increases of chromosome 7q in melanoma. In summary, the uneven distribution of BRAF mutations strongly suggests distinct genetic pathways leading to melanoma. The high mutation frequency in melanomas arising on intermittently sun-exposed skin suggests a complex causative role of such exposure that mandates further evaluation.
PMID: 14679157
ISSN: 0027-8874
CID: 373042
Determination of amplicon boundaries at 20q13.2 in tissue samples of human gastric adenocarcinomas by high-resolution microarray comparative genomic hybridization
Weiss, Marjan M; Snijders, Antoine M; Kuipers, Ernst J; Ylstra, Bauke; Pinkel, Daniel; Meuwissen, Stefan G M; van Diest, Paul J; Albertson, Donna G; Meijer, Gerrit A
Comparative genomic hybridization (CGH) of gastric adenocarcinomas frequently shows gains and amplifications of chromosome 20. However, the underlying genetic lesion is unknown and conventional CGH results do not allow specification of the target region. In order to investigate this chromosomal aberration with a higher resolution and sensitivity, microarray-based CGH was performed with both scanning and high-resolution arrays of chromosome 20 in a series of 27 gastric adenocarcinomas. Locus-specific fragments of genomic DNA from bacterial artificial chromosome (BAC) clones were spotted as microarrays. A scanning array contained a set of 27 BAC clones covering chromosome 20q. A high-resolution array contained 27 overlapping BAC clones at 20q13.2. This high-resolution array was used to narrow down the amplicon at 20q13.2 in tumours showing amplification of this chromosomal region with the scanning array. Positive copy number changes on chromosome 20q were detected in 12 of 27 cases (44%). These changes included gain of the whole arm of chromosome 20q in 8 of 27 (30%) cases, amplification restricted to 20q12.1 in one case, and amplifications restricted to 20q13 in three cases (11%). The three tumours showing amplification restricted to 20q13 were analysed further using the high-resolution array. In one tumour, the whole contig was amplified at a constant level. One of the other two tumours had a clear proximal breakpoint, while the other tumour had a clear distal breakpoint within the 20q13.2 region. The proximal and the distal breakpoint were approximately 800 kb apart. In the present study, an amplicon at 20q13.2 has been narrowed down to 800 kb which is likely to harbour one or more putative oncogenes relevant to gastric carcinogenesis, for which ZNF217 and CYP24 are good candidates.
PMID: 12845628
ISSN: 0022-3417
CID: 373092
Ring 21 chromosome and a satellited 1p in the same patient: novel origin for an ectopic NOR [Case Report]
Ki, Anita; Rauen, Katherine A; Black, Lauri D; Kostiner, Dana R; Sandberg, Per L; Pinkel, Daniel; Albertson, Donna G; Norton, Mary E; Cotter, Philip D
Nucleolus organizer regions (NORs) are present on the satellite stalks located on the short arms of the acrocentric chromosomes. NORs present on non-acrocentric chromosomes (ectopic NORs) are rare and were reported in both phenotypically normal and abnormal individuals. We describe a patient, ascertained prenatally, with an ectopic NOR on 1p and a ring 21 chromosomes. Amniocentesis was performed at 27-weeks gestation on a 19-year-old woman after identification of intrauterine growth retardation (IUGR) by ultrasound. Cytogenetic analysis of amniocytes from the fetus showed a mos 46,XX,1ps,r(21) (p11.2q22.3)[44]/45,XX,1ps,-21[6] karyotype. Parental karyotypes were normal, indicating a de novo origin for these rearrangements in the fetus. Molecular cytogenetic characterization of the 1ps showed no loss of euchromatin and retention of the telomeric repeats. Characterization of the r(21) using array comparative genomic hybridization (CGH) identified that the deletion was approximately 5 Mb encompassing most of chromosome band 21q22.3. The ectopic NOR (1ps) was most likely derived from the acentric 21p fragment generated by the chromosome breakage event that lead to formation of the r(21) chromosome. This represents a novel mechanism for the origin of ectopic NORs. In addition, this study illustrates the importance of FISH analysis with telomeric and subtelomeric probes for characterization of chromosomes with ectopic NORs.
PMID: 12838556
ISSN: 1552-4825
CID: 373102
Genome-wide-array-based comparative genomic hybridization reveals genetic homogeneity and frequent copy number increases encompassing CCNE1 in fallopian tube carcinoma
Snijders, Antoine M; Nowee, Marlies E; Fridlyand, Jane; Piek, Jurgen M J; Dorsman, Josephine C; Jain, Ajay N; Pinkel, Daniel; van Diest, Paul J; Verheijen, Rene H M; Albertson, Donna G
Fallopian tube carcinoma (FTC) is a rare, poorly studied and aggressive cancer, associated with poor survival. Since tumorigenesis is related to the acquisition of genetic changes, we used genome-wide array comparative genomic hybridization to analyse copy number aberrations occurring in FTC in order to obtain a better understanding of FTC carcinogenesis and to identify prognostic events and targets for therapy. We used arrays of 2464 genomic clones, providing approximately 1.4 Mb resolution across the genome to map genomic DNA copy number aberrations quantitatively from 14 FTC onto the human genome sequence. All tumors showed a high frequency of copy number aberrations with recurrent gains on 3q, 6p, 7q, 8q, 12p, 17q, 19 and 20q, and losses involving chromosomes 4, 5q, 8p, 16q, 17p, 18q and X. Recurrent regions of amplification included 1p34, 8p11-q11, 8q24, 12p, 17p13, 17q12-q21, 19p13, 19q12-q13 and 19q13. Candidate, known oncogenes mapping to these amplicons included CMYC (8q24), CCNE1 (19q12-q21) and AKT2 (19q13), whereas PIK3CA and KRAS, previously suggested to be candidate driver genes for amplification, mapped outside copy number maxima on 3q and 12p, respectively. The FTC were remarkably homogeneous, with some recurrent aberrations occurring in more than 70% of samples, which suggests a stereotyped pattern of tumor evolution.
PMID: 12833150
ISSN: 0950-9232
CID: 373112
Array-based comparative genomic hybridization for genome-wide screening of DNA copy number in bladder tumors
Veltman, Joris A; Fridlyand, Jane; Pejavar, Sunanda; Olshen, Adam B; Korkola, James E; DeVries, Sandy; Carroll, Peter; Kuo, Wen-Lin; Pinkel, Daniel; Albertson, Donna; Cordon-Cardo, Carlos; Jain, Ajay N; Waldman, Frederic M
Genome-wide copy number profiles were characterized in 41 primary bladder tumors using array-based comparative genomic hybridization (array CGH). In addition to previously identified alterations in large chromosomal regions, alterations were identified in many small genomic regions, some with high-level amplifications or homozygous deletions. High-level amplifications were detected for 192 genomic clones, most frequently at 6p22.3 (E2F3), 8p12 (FGFR1), 8q22.2 (CMYC), 11q13 (CCND1, EMS1, INT2), and 19q13.1 (CCNE). Homozygous deletions were detected in 51 genomic clones, with four showing deletions in more than one case: two clones mapping to 9p21.3 (CDKN2A/p16, in nine cases), one at 8p23.1 (three cases), and one at 11p13 (two cases). Significant correlations were observed between copy number gain of clones containing CCNE1 and gain of ERBB2, and between gain of CCND1 and deletion of TP53. In addition, there was a significant complementary association between gain of CCND1 and gain of E2F3. Although there was no significant relationship between copy number changes and tumor stage or grade, the linked behavior among genomic loci suggests that array CGH will be increasingly important in understanding pathways critical to bladder tumor biology.
PMID: 12782593
ISSN: 0008-5472
CID: 373122
High-resolution analysis of paraffin-embedded and formalin-fixed prostate tumors using comparative genomic hybridization to genomic microarrays
Paris, Pamela L; Albertson, Donna G; Alers, Janneke C; Andaya, Armann; Carroll, Peter; Fridlyand, Jane; Jain, Ajay N; Kamkar, Sherwin; Kowbel, David; Krijtenburg, Pieter-Jaap; Pinkel, Daniel; Schroder, Fritz H; Vissers, Kees J; Watson, Vivienne J E; Wildhagen, Mark F; Collins, Colin; Van Dekken, Herman
We have used prostate cancer, the most commonly diagnosed noncutaneous neoplasm among men, to investigate the feasibility of performing genomic array analyses of archival tissue. Prostate-specific antigen and a biopsy Gleason grade have not proven to be accurate in predicting clinical outcome, yet they remain the only accepted biomarkers for prostate cancer. It is likely that distinct spectra of genomic alterations underlie these phenotypic differences, and that once identified, may be used to differentiate between indolent and aggressive tumors. Array comparative genomic hybridization allows quantitative detection and mapping of copy number aberrations in tumors and subsequent associations to be made with clinical outcome. Archived tissues are needed to have patients with sufficient clinical follow-up. In this report, 20 formalin-fixed and paraffin-embedded prostate cancer samples originating from 1986 to 1996 were studied. We present a straightforward protocol and demonstrate the utility of archived tissue for array comparative genomic hybridization with a 2400 element BAC array that provides high-resolution detection of both deletions and amplifications.
PMCID:1868117
PMID: 12598311
ISSN: 0002-9440
CID: 373172
Specific keynote: genome copy number abnormalities in ovarian cancer
Gray, Joe W; Suzuki, Seiji; Kuo, Wen-Lin; Polikoff, Daniel; Deavers, Michael; Smith-McCune, Karen; Berchuck, Andrew; Pinkel, Dan; Albertson, Donna; Mills, Gordon B
PMID: 12586079
ISSN: 0090-8258
CID: 373182