Science in China Series C-Life Science 2008, 51(8) 718-733 DOI:   10.1007/s11427-008-0090-0  ISSN: 1006-9305 CN: 11-3752/N

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Keywords

pig

adipose
microarray
differential gene expression
clustering analysis
gene regulatory network (GRN)

Authors
LI MingZhou?ZHU Li?LI XueWei?SHUAI SuRong?TENG XiaoKun?XIAO HuaSheng?LI Qiang?CHEN Lei?GUO YuJiao?WANG JinYong
PubMed
Article by LI MingZhou?ZHU Li?LI XueWei?SHUAI SuRong?TENG XiaoKun?XIAO HuaSheng?LI Qiang?CHEN Lei?GUO YuJiao?WANG JinYong

Expression profiling analysis for genes related to meat quality and carcass traits during postnatal development of backfat in two pig breeds

LI MingZhou1*, ZHU Li1*, LI XueWei1†, SHUAI SuRong1, TENG XiaoKun2, XIAO HuaSheng2, LI Qiang1, CHEN Lei1, GUO YuJiao1 & WANG JinYong3

1 College of Animal Science and Technology, Sichuan Agricultural University, Ya’an 625014, China; 
2 National Engineering Center for Biochip at Shanghai, Shanghai 201203, China; 
3 Chongqing Animal Husbandry Institute, Rongchang 402460, China

Abstract

The competitive equilibrium of fatty acid biosynthesis and oxidation in vivo determines porcine sub-cutaneous fat thickness (SFT) and intramuscular fat (IMF) content. Obese and lean-type pig breeds show obvious differences in adipose deposition; however, the molecular mechanism underlying this phenotypic variation remains unclear. We used pathway-focused oligo microarray studies to examine the expression changes of 140 genes associated with meat quality and carcass traits in backfat at five growth stages (1―5 months) of Landrace (a leaner, Western breed) and Taihu pigs (a fatty, indigenous, Chinese breed). Variance analysis (ANOVA) revealed that differences in the expression of 25 genes in Landrace pigs were significant (FDR adjusted permutation, P<0.05) among 5 growth stages. Gene class test (GCT) indicated that a gene-group was very significant between 2 pig breeds across 5 growth stages (PErmineJ<0.01), which consisted of 23 genes encoding enzymes and regulatory proteins associ-ated with lipid and steroid metabolism. These findings suggest that the distinct differences in fat deposition ability between Landrace and Taihu pigs may closely correlate with the expression changes of these genes. Clustering analysis revealed a very high level of significance (FDR adjusted, P<0.01) for 2 gene expression patterns in Landrace pigs and a high level of significance (FDR adjusted, P<0.05) for 2 gene expression patterns in Taihu pigs. Also, expression patterns of genes were more diversified in Taihu pigs than those in Landrace pigs, which suggests that the regulatory mechanism of micro-effect polygenes in adipocytes may be more complex in Taihu pigs than in Landrace pigs. Based on a dy-namic Bayesian network (DBN) model, gene regulatory networks (GRNs) were reconstructed from time-series data for each pig breed. These two GRNs initially revealed the distinct differences in physiological and biochemical aspects of adipose metabolism between the two pig breeds; from these results, some potential key genes could be identified. Quantitative, real-time RT-PCR (QRT-PCR) was used to verify the microarray data for five modulated genes, and a good correlation between the two measures of expression was observed for both 2 pig breeds at different growth stages (R=0.874±0.071). These results highlight some possible candidate genes for porcine fat characteristics and provide some data on which to base further study of the molecular basis of adipose metabolism.

Keywords

pig   adipose   microarray   differential gene expression   clustering analysis   gene regulatory network (GRN)

  
Received 2007-01-30 Revised 2008-04-25 Online:  
DOI: 10.1007/s11427-008-0090-0
Fund:

Supported by the Program for Changjiang Scholars and Innovative Research Team in University of Chinese Ministry of Education (Grant No. IRT0555-6), Specialized Research Fund for the Doctoral Program of Higher Education of China (Grant No. 20060626003), National Sci &Tech Support Program (Grant No. 2007BAD51B03), Project of Provincial Eleventh 5 Years’ Animal Breeding of Sichuan Province (Grant No. 2006YZGG-15), and Specialized Research Fund of Chinese Ministry of Agri-culture (Grant No. NYHYZX07-034)

Corresponding Authors: LI XueWei
Email: lixuewei9125@126.com
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