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Time-course microarray analysis for identifying candidate genes involved in obesity-associated pathological changes in the mouse colonopen access

Authors
Bae, Yun JungKim, Sung-EunHong, Seong YeonPark, TaesunLee, Sang GyuChoi, Myung-SookSung, Mi-Kyung
Issue Date
Nov-2016
Publisher
BIOMED CENTRAL LTD
Keywords
Obesity; Colorectal cancer; Time-course microarray analysis; Gene expression; Clustering; Virtual network analysis
Citation
GENES AND NUTRITION, v.11
Journal Title
GENES AND NUTRITION
Volume
11
URI
https://scholarworks.sookmyung.ac.kr/handle/2020.sw.sookmyung/17440
DOI
10.1186/s12263-016-0547-x
ISSN
1555-8932
1865-3499
Abstract
Background: Obesity is known to increase the risk of colorectal cancer. However, mechanisms underlying the pathogenesis of obesity-induced colorectal cancer are not completely understood. The purposes of this study were to identify differentially expressed genes in the colon of mice with diet-induced obesity and to select candidate genes as early markers of obesity-associated abnormal cell growth in the colon. Methods: C57BL/6N mice were fed normal diet (11% fat energy) or high-fat diet (40% fat energy) and were euthanized at different time points. Genome-wide expression profiles of the colon were determined at 2, 4, 8, and 12 weeks. Cluster analysis was performed using expression data of genes showing log(2) fold change of >= 1 or <=-1 (twofold change), based on time-dependent expression patterns, followed by virtual network analysis. Results: High-fat diet-fed mice showed significant increase in body weight and total visceral fat weight over 12 weeks. Time-course microarray analysis showed that 50, 47, 36, and 411 genes were differentially expressed at 2, 4, 8, and 12 weeks, respectively. Ten cluster profiles representing distinguishable patterns of genes differentially expressed over time were determined. Cluster 4, which consisted of genes showing the most significant alterations in expression in response to high-fat diet over 12 weeks, included Apoa4 (apolipoprotein A-IV), Ppap2b (phosphatidic acid phosphatase type 2B), Cel (carboxyl ester lipase), and Clps (colipase, pancreatic), which interacted strongly with surrounding genes associated with colorectal cancer or obesity. Conclusions: Our data indicate that Apoa4, Ppap2b, Cel, and Clps are candidate early marker genes associated with obesity-related pathological changes in the colon. Genome-wide analyses performed in the present study provide new insights on selecting novel genes that may be associated with the development of diseases of the colon.
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