TY - JOUR
T1 - About the existence of common determinants of gene expression in the porcine liver and skeletal muscle
AU - González-Prendes, Rayner
AU - Mármol-Sánchez, Emilio
AU - Quintanilla, Raquel
AU - Castelló, Anna
AU - Zidi, Ali
AU - Ramayo-Caldas, Yuliaxis
AU - Cardoso, Tainã Figueiredo
AU - Manunza, Arianna
AU - Cánovas, Ángela
AU - Amills, Marcel
PY - 2019/6/24
Y1 - 2019/6/24
N2 - © 2019 The Author(s). Background: The comparison of expression QTL (eQTL) maps obtained in different tissues is an essential step to understand how gene expression is genetically regulated in a context-dependent manner. In the current work, we have compared the transcriptomic and eQTL profiles of two porcine tissues (skeletal muscle and liver) which typically show highly divergent expression profiles, in 103 Duroc pigs genotyped with the Porcine SNP60 BeadChip (Illumina) and with available microarray-based measurements of hepatic and muscle mRNA levels. Since structural variation could have effects on gene expression, we have also investigated the co-localization of cis-eQTLs with copy number variant regions (CNVR) segregating in this Duroc population. Results: The analysis of differential expresssion revealed the existence of 1204 and 1490 probes that were overexpressed and underexpressed in the gluteus medius muscle when compared to liver, respectively (|fold-change| > 1.5, q-value < 0.05). By performing genome scans in 103 Duroc pigs with available expression and genotypic data, we identified 76 and 28 genome-wide significant cis-eQTLs regulating gene expression in the gluteus medius muscle and liver, respectively. Twelve of these cis-eQTLs were shared by both tissues (i.e. 42.8% of the cis-eQTLs identified in the liver were replicated in the gluteus medius muscle). These results are consistent with previous studies performed in humans, where 50% of eQTLs were shared across tissues. Moreover, we have identified 41 CNVRs in a set of 350 pigs from the same Duroc population, which had been genotyped with the Porcine SNP60 BeadChip by using the PennCNV and GADA softwares, but only a small proportion of these CNVRs co-localized with the cis-eQTL signals. Conclusion: Despite the fact that there are considerable differences in the gene expression patterns of the porcine liver and skeletal muscle, we have identified a substantial proportion of common cis-eQTLs regulating gene expression in both tissues. Several of these cis-eQTLs influence the mRNA levels of genes with important roles in meat (CTSF) and carcass quality (TAPT1), lipid metabolism (TMEM97) and obesity (MARC2), thus evidencing the practical importance of dissecting the genetic mechanisms involved in their expression.
AB - © 2019 The Author(s). Background: The comparison of expression QTL (eQTL) maps obtained in different tissues is an essential step to understand how gene expression is genetically regulated in a context-dependent manner. In the current work, we have compared the transcriptomic and eQTL profiles of two porcine tissues (skeletal muscle and liver) which typically show highly divergent expression profiles, in 103 Duroc pigs genotyped with the Porcine SNP60 BeadChip (Illumina) and with available microarray-based measurements of hepatic and muscle mRNA levels. Since structural variation could have effects on gene expression, we have also investigated the co-localization of cis-eQTLs with copy number variant regions (CNVR) segregating in this Duroc population. Results: The analysis of differential expresssion revealed the existence of 1204 and 1490 probes that were overexpressed and underexpressed in the gluteus medius muscle when compared to liver, respectively (|fold-change| > 1.5, q-value < 0.05). By performing genome scans in 103 Duroc pigs with available expression and genotypic data, we identified 76 and 28 genome-wide significant cis-eQTLs regulating gene expression in the gluteus medius muscle and liver, respectively. Twelve of these cis-eQTLs were shared by both tissues (i.e. 42.8% of the cis-eQTLs identified in the liver were replicated in the gluteus medius muscle). These results are consistent with previous studies performed in humans, where 50% of eQTLs were shared across tissues. Moreover, we have identified 41 CNVRs in a set of 350 pigs from the same Duroc population, which had been genotyped with the Porcine SNP60 BeadChip by using the PennCNV and GADA softwares, but only a small proportion of these CNVRs co-localized with the cis-eQTL signals. Conclusion: Despite the fact that there are considerable differences in the gene expression patterns of the porcine liver and skeletal muscle, we have identified a substantial proportion of common cis-eQTLs regulating gene expression in both tissues. Several of these cis-eQTLs influence the mRNA levels of genes with important roles in meat (CTSF) and carcass quality (TAPT1), lipid metabolism (TMEM97) and obesity (MARC2), thus evidencing the practical importance of dissecting the genetic mechanisms involved in their expression.
KW - ASSOCIATION
KW - Animals
KW - CANDIDATE GENES
KW - CHOLESTEROL
KW - COPY NUMBER VARIATION
KW - FATTY-ACID-COMPOSITION
KW - GENOME-WIDE ANALYSIS
KW - Gene Dosage
KW - Gene Expression Profiling
KW - Gene Expression Regulation
KW - IDENTIFICATION
KW - Liver/metabolism
KW - Male
KW - Muscle, Skeletal/metabolism
KW - PROTEIN
KW - Quantitative Trait Loci
KW - REGULATORY VARIATION
KW - SINGLE NUCLEOTIDE POLYMORPHISMS
KW - Swine/genetics
KW - Transcriptome
UR - http://www.mendeley.com/research/about-existence-common-determinants-gene-expression-porcine-liver-skeletal-muscle
U2 - 10.1186/s12864-019-5889-5
DO - 10.1186/s12864-019-5889-5
M3 - Article
C2 - 31234802
SN - 1471-2164
VL - 20
SP - 518
JO - BMC Genomics
JF - BMC Genomics
IS - 1
M1 - 518
ER -