Integrated Analysis of Copy Number Variation and Genome-Wide Expression Profiling in Colorectal Cancer Tissues

被引:36
作者
Hassan, Nur Zarina Ali [1 ]
Mokhtar, Norfilza Mohd [1 ,4 ]
Sin, Teow Kok [1 ]
Rose, Isa Mohamed [2 ]
Sagap, Ismail [3 ]
Harun, Roslan [1 ,5 ]
Jamal, Rahman [1 ]
机构
[1] Univ Kebangsaan Malaysia, Med Mol Biol Inst, Kuala Lumpur, Malaysia
[2] Univ Kebangsaan Malaysia, Fac Med, Dept Pathol, Kuala Lumpur, Malaysia
[3] Univ Kebangsaan Malaysia, Fac Med, Dept Surg, Kuala Lumpur, Malaysia
[4] Univ Kebangsaan Malaysia, Fac Med, Dept Physiol, Kuala Lumpur, Malaysia
[5] Univ Kebangsaan Malaysia, Fac Med, Dept Med, Kuala Lumpur, Malaysia
关键词
CELL-CYCLE; GENE-EXPRESSION; ARRAY-CGH; CDC25B PHOSPHATASE; PROGRESSION; REVEALS; ACTIVATION; CARCINOMA; PATTERNS; SURVIVAL;
D O I
10.1371/journal.pone.0092553
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Integrative analyses of multiple genomic datasets for selected samples can provide better insight into the overall data and can enhance our knowledge of cancer. The objective of this study was to elucidate the association between copy number variation (CNV) and gene expression in colorectal cancer (CRC) samples and their corresponding non-cancerous tissues. Sixty-four paired CRC samples from the same patients were subjected to CNV profiling using the Illumina HumanOmni1-Quad assay, and validation was performed using multiplex ligation probe amplification method. Genome-wide expression profiling was performed on 15 paired samples from the same group of patients using the Affymetrix Human Gene 1.0 ST array. Significant genes obtained from both array results were then overlapped. To identify molecular pathways, the data were mapped to the KEGG database. Whole genome CNV analysis that compared primary tumor and non-cancerous epithelium revealed gains in 1638 genes and losses in 36 genes. Significant gains were mostly found in chromosome 20 at position 20q12 with a frequency of 45.31% in tumor samples. Examples of genes that were associated at this cytoband were PTPRT, EMILIN3 and CHD6. The highest number of losses was detected at chromosome 8, position 8p23.2 with 17.19% occurrence in all tumor samples. Among the genes found at this cytoband were CSMD1 and DLC1. Genome-wide expression profiling showed 709 genes to be up-regulated and 699 genes to be down-regulated in CRC compared to non-cancerous samples. Integration of these two datasets identified 56 overlapping genes, which were located in chromosomes 8, 20 and 22. MLPA confirmed that the CRC samples had the highest gains in chromosome 20 compared to the reference samples. Interpretation of the CNV data in the context of the transcriptome via integrative analyses may provide more in-depth knowledge of the genomic landscape of CRC.
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页数:11
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