Identification of eQTLs and differential gene expression associated with fetal programming in beef cattle

被引:0
|
作者
Guilherme Henrique Gebim Polizel
Aline Silva Mello Cesar
Roberta Cavalcante Cracco
Arícia Christofaro Fernandes
Gustavo Morandini Reginato
Pedro Luiz Porfirio Xavier
Isabela Mortari
Édison Furlan
Heidge Fukumasu
Miguel Henrique de Almeida Santana
机构
[1] College of Animal Science and Food Engineering – USP,Department of Animal Science
[2] Food and Nutrition,Departament of Agri
[3] Luiz de Queiroz College of Agriculture – USP,Food Industry
[4] College of Animal Science and Food Engineering – USP,Department of Veterinary Medicine
来源
关键词
Nellore; Prenatal nutrition; SNPs; Transcriptome; Trans-eQTLs; family genes;
D O I
暂无
中图分类号
学科分类号
摘要
This study assessed differential gene expression and identified expression quantitative trait loci (eQTLs) from samples of Longissimus lumborum muscle from bulls at 15 months of age submitted to different prenatal nutrition. Upon confirmation of pregnancy, 126 dams were separated into three diet treatments varying the period of inclusion of energy protein supplementation (NP, PP, and FP). At calving, 63 males were genotyped with GGP LD BeadChip. The skeletal muscle of 15 bulls was sequenced (RNA-seq) at 15 months of age. The EdgeR package was used for differential gene expression and principal component analysis (PCA), and the Matrix eQTL package was used for the eQTLs analysis (R statistical). The functional enrichment analysis was performed using the MetaCore® software. No genes differentially expressed were found between treatments (FDR > 0.05); nevertheless, we found 179 cis-tag-eQTLs and 20,762 trans-tag-eQTLs (FDR < 0.05) after linkage disequilibrium analysis. The functional enrichment analysis identified terms from gene ontology related to genes associated to trans-eQTLs (FDR < 0.05) as well as metabolic pathways (> gScore). Most biological pathways and genes found had been previously associated to fetal programming. The different prenatal supplementation strategies did not impact on muscle transcriptome of bulls. Additionally, there is a link between genotype and gene expression levels related to developmental traits in Nellore cattle.
引用
收藏
页码:717 / 728
页数:11
相关论文
共 50 条
  • [31] Maternal nutrition during pregnancy is associated with differential expression of imprinted genes and DNA methyltranfereases in muscle of beef cattle offspring
    Wang, X.
    Lan, X.
    Radunz, A. E.
    Khatib, H.
    JOURNAL OF ANIMAL SCIENCE, 2015, 93 (01) : 35 - 40
  • [32] Differential collagen I gene expression in fetal fibroblasts
    Gallivan, K
    Alman, BA
    Moriarty, KP
    Pajerski, ME
    ODonnell, C
    Crombleholme, TM
    JOURNAL OF PEDIATRIC SURGERY, 1997, 32 (07) : 1033 - 1036
  • [33] The GENOTEND chip: a new tool to analyse gene expression in muscles of beef cattle for beef quality prediction
    Hocquette, Jean-Francois
    Bernard-Capel, Carine
    Vidal, Veronique
    Jesson, Beline
    Leveziel, Hubert
    Renand, Gilles
    Cassar-Malek, Isabelle
    BMC VETERINARY RESEARCH, 2012, 8
  • [34] The GENOTEND chip: a new tool to analyse gene expression in muscles of beef cattle for beef quality prediction
    Jean-Francois Hocquette
    Carine Bernard-Capel
    Veronique Vidal
    Beline Jesson
    Hubert Levéziel
    Gilles Renand
    Isabelle Cassar-Malek
    BMC Veterinary Research, 8
  • [35] Application of Gene Expression Programming in Lithology Identification and Classification
    Xiao, Fan
    Chen, Jianguo
    Wang, Chengbin
    2012 INTERNATIONAL CONFERENCE ON INTELLIGENCE SCIENCE AND INFORMATION ENGINEERING, 2012, 20 : 196 - 200
  • [36] Identification of Hammerstein model based on gene expression programming
    School of Computer Science, Sichuan University, Chengdu 610064, China
    不详
    Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2008, 38 (05): : 1114 - 1119
  • [37] Restricted gene expression programming: a new approach for parameter identification inverse problems of partial differential equation
    Chen, Yan
    Li, Kangshun
    Chen, Zhangxing
    Wang, Jinfeng
    SOFT COMPUTING, 2017, 21 (10) : 2651 - 2663
  • [38] Restricted gene expression programming: a new approach for parameter identification inverse problems of partial differential equation
    Yan Chen
    Kangshun Li
    Zhangxing Chen
    Jinfeng Wang
    Soft Computing, 2017, 21 : 2651 - 2663
  • [39] Effects of Deoxynivalenol and Fumonisins Fed in Combination to Beef Cattle: Immunotoxicity and Gene Expression
    Roberts, Heaven L.
    Bionaz, Massimo
    Jiang, Duo
    Doupovec, Barbara
    Faas, Johannes
    Estill, Charles T.
    Schatzmayr, Dian
    Duringer, Jennifer M.
    TOXINS, 2021, 13 (10)
  • [40] Iron Content Affects Lipogenic Gene Expression in the Muscle of Nelore Beef Cattle
    da Silva Diniz, Wellison Jarles
    Coutinho, Luiz Lehmann
    Tizioto, Polyana Cristine
    Mello Cesar, Aline Silva
    Gromboni, Caio Fernando
    Araujo Nogueira, Ana Rita
    Neubern de Oliveira, Priscila Silva
    de Souza, Marcela Maria
    de Almeida Regitano, Luciana Correia
    PLOS ONE, 2016, 11 (08):