1. Comparing allele specific expression and local expression quantitative trait loci and the influence of gene expression on complex trait variation in cattle
- Author
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Catriona A. Millen, Majid Khansefid, Christy J. Vander Jagt, Jennie E. Pryce, Sunduimijid Bolormaa, Michael E. Goddard, Yizhou Chen, and Amanda J. Chamberlain
- Subjects
0301 basic medicine ,Multifactorial Inheritance ,Genome-wide association study ,animal structures ,lcsh:QH426-470 ,lcsh:Biotechnology ,Quantitative Trait Loci ,RNA-sequencing ,Gene Expression ,Single-nucleotide polymorphism ,Biology ,Polymorphism, Single Nucleotide ,ASE analysis ,03 medical and health sciences ,Quantitative Trait, Heritable ,lcsh:TP248.13-248.65 ,Gene expression ,Genetic variation of complex traits ,Genetics ,Animals ,Allele ,Gene ,Alleles ,Allele specific expression ,Uncategorized ,Sequence Analysis, RNA ,0402 animal and dairy science ,Chromosome Mapping ,Genetic Variation ,Reproducibility of Results ,04 agricultural and veterinary sciences ,040201 dairy & animal science ,lcsh:Genetics ,030104 developmental biology ,Expression quantitative trait loci ,Trait ,Cattle ,eQTL mapping ,DNA microarray ,Research Article ,Biotechnology - Abstract
Background The mutations changing the expression level of a gene, or expression quantitative trait loci (eQTL), can be identified by testing the association between genetic variants and gene expression in multiple individuals (eQTL mapping), or by comparing the expression of the alleles in a heterozygous individual (allele specific expression or ASE analysis). The aims of the study were to find and compare ASE and local eQTL in 4 bovine RNA-sequencing (RNA-Seq) datasets, validate them in an independent ASE study and investigate if they are associated with complex trait variation. Results We present a novel method for distinguishing between ASE driven by polymorphisms in cis and parent of origin effects. We found that single nucleotide polymorphisms (SNPs) driving ASE are also often local eQTL and therefore presumably cis eQTL. These SNPs often, but not always, affect gene expression in multiple tissues and, when they do, the allele increasing expression is usually the same. However, there were systematic differences between ASE and local eQTL and between tissues and breeds. We also found that SNPs significantly associated with gene expression (p
- Published
- 2023
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