Integration of Transcriptome and Whole Genomic Resequencing Data to Identify Key Genes Affecting Swine Fat Deposition

被引:20
|
作者
Xing, Kai [1 ]
Zhu, Feng [1 ]
Zhai, Liwei [1 ]
Liu, Huijie [1 ]
Wang, Yuan [1 ]
Wang, Zhijun [2 ,3 ]
Chen, Shaokang [4 ]
Hou, Zhuocheng [1 ]
Wang, Chuduan [1 ]
机构
[1] China Agr Univ, Natl Engn Lab Anim Breeding, Beijing 100193, Peoples R China
[2] China Agr Univ, Dept Anim Genet & Breeding, MOA Key Lab Anim Genet & Breeding, Beijing 100193, Peoples R China
[3] Tianjin Ninghe Primary Pig Breeding Farm, Tianjin 301500, Peoples R China
[4] Anim Husb & Vet Stn Beijing, Beijing 100125, Peoples R China
来源
PLOS ONE | 2015年 / 10卷 / 04期
关键词
PORCINE ADIPOSE-TISSUE; DIFFERENTIAL EXPRESSION; ACID SYNTHESIS; RETINOID METABOLISM; EXTREME PHENOTYPES; BACKFAT THICKNESS; NUCLEAR RECEPTORS; NATIVE PIG; MUSCLE; LIVER;
D O I
10.1371/journal.pone.0122396
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
Fat deposition is highly correlated with the growth, meat quality, reproductive performance and immunity of pigs. Fatty acid synthesis takes place mainly in the adipose tissue of pigs; therefore, in this study, a high-throughput massively parallel sequencing approach was used to generate adipose tissue transcriptomes from two groups of Songliao black pigs that had opposite backfat thickness phenotypes. The total number of paired-end reads produced for each sample was in the range of 39.29-49.36 millions. Approximately 188 genes were differentially expressed in adipose tissue and were enriched for metabolic processes, such as fatty acid biosynthesis, lipid synthesis, metabolism of fatty acids, etinol, caffeine and arachidonic acid and immunity. Additionally, many genetic variations were detected between the two groups through pooled whole-genome resequencing. Integration of transcriptome and whole-genome resequencing data revealed important genomic variations among the differentially expressed genes for fat deposition, for example, the lipogenic genes. Further studies are required to investigate the roles of candidate genes in fat deposition to improve pig breeding programs.
引用
收藏
页数:18
相关论文
共 35 条
  • [1] Identification of genes for controlling swine adipose deposition by integrating transcriptome, whole-genome resequencing, and quantitative trait loci data
    Xing, Kai
    Zhu, Feng
    Zhai, LiWei
    Chen, ShaoKang
    Tan, Zhen
    Sun, YangYang
    Hou, ZhuoCheng
    Wang, ChuDuan
    SCIENTIFIC REPORTS, 2016, 6
  • [2] Identification of genes for controlling swine adipose deposition by integrating transcriptome, whole-genome resequencing, and quantitative trait loci data
    Kai Xing
    Feng Zhu
    LiWei Zhai
    ShaoKang Chen
    Zhen Tan
    YangYang Sun
    ZhuoCheng Hou
    ChuDuan Wang
    Scientific Reports, 6
  • [3] Integration of whole genome resequencing and transcriptome sequencing to identify candidate genes for tall and short traits in Baicheng Fatty chickens
    Li, Jiaqi
    Chen, Kaixu
    Zhu, Mengting
    Bi, Jingdong
    Tang, Honggang
    Gao, Weiyi
    FRONTIERS IN VETERINARY SCIENCE, 2025, 12
  • [4] Integration of transcriptome and machine learning to identify the potential key genes and regulatory networks affecting drip loss in pork
    Yang, Wen
    Hou, Liming
    Wang, Binbin
    Wu, Jian
    Zha, Chengwan
    Wu, Wangjun
    JOURNAL OF ANIMAL SCIENCE, 2024, 102
  • [5] Integration of Whole-Genome Resequencing and Transcriptome Sequencing Reveals Candidate Genes in High Glossiness of Eggshell
    Song, Xiang
    Li, Shuo
    He, Shixiong
    Zheng, Hongxiang
    Li, Ruijie
    Liu, Long
    Geng, Tuoyu
    Zhao, Minmeng
    Gong, Daoqing
    ANIMALS, 2024, 14 (08):
  • [6] Integration Analysis of Transcriptome Sequencing and Whole-Genome Resequencing Reveal Wool Quality-Associated Key Genes in Zhexi Angora Rabbits
    Zhao, Bohao
    Yu, Yongqi
    Sun, Shaoning
    Cai, Jiawei
    Bao, Zhiyuan
    Chen, Yang
    Wu, Xinsheng
    VETERINARY SCIENCES, 2024, 11 (12)
  • [7] Integrating Transcriptome and Genome Re-Sequencing Data to Identify Key Genes and Mutations Affecting Chicken Eggshell Qualities
    Zhang, Quan
    Zhu, Feng
    Liu, Long
    Zheng, Chuan Wei
    Wang, De He
    Hou, Zhuo Cheng
    Ning, Zhong Hua
    PLOS ONE, 2015, 10 (05):
  • [8] Transcriptome Sequencing to Identify Important Genes and lncRNAs Regulating Abdominal Fat Deposition in Ducks
    Yang, Chunyan
    Wang, Zhixiu
    Song, Qianqian
    Dong, Bingqiang
    Bi, Yulin
    Bai, Hao
    Jiang, Yong
    Chang, Guobin
    Chen, Guohong
    ANIMALS, 2022, 12 (10):
  • [9] Using Machine Learning to Identify Biomarkers Affecting Fat Deposition in Pigs by Integrating Multisource Transcriptome Information
    Liu, Huatao
    Xing, Kai
    Jiang, Yifan
    Liu, Yibing
    Wang, Chuduan
    Ding, Xiangdong
    JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2022, 70 (33) : 10359 - 10370
  • [10] Identification of key genes affecting sperm motility in chicken based on whole- transcriptome sequencing
    Guo, Shihao
    Liu, Yizheng
    Xu, Yaxi
    Gai, Kai
    Cong, Bailin
    Xing, Kai
    Qi, Xiaolong
    Wang, Xiangguo
    Xiao, Longfei
    Long, Cheng
    Guo, Yong
    Chen, Li
    Sheng, Xihui
    POULTRY SCIENCE, 2023, 102 (12)