title: Prediction of altered 3'- UTR miRNA-binding sites from RNA-Seq data: the swine leukocyte antigen complex (SLA) as a model region.
abstract: THE SLA (swine leukocyte antigen, MHC: SLA) genes are the most important determinants of immune, infectious disease and vaccine response in pigs; several genetic associations with immunity and swine production traits have been reported. However, most of the current knowledge on SLA is limited to gene coding regions. MicroRNAs (miRNAs) are small molecules that post-transcriptionally regulate the expression of a large number of protein-coding genes in metazoans, and are suggested to play important roles in fine-tuning immune mechanisms and disease responses. Polymorphisms in either miRNAs or their gene targets may have a significant impact on gene expression by abolishing, weakening or creating miRNA target sites, possibly leading to phenotypic variation. We explored the impact of variants in the 3'-UTR miRNA target sites of genes within the whole SLA region. The combined predictions by TargetScan, PACMIT and TargetSpy, based on different biological parameters, empowered the identification of miRNA target sites and the discovery of polymorphic miRNA target sites (poly-miRTSs). Predictions for three SLA genes characterized by a different range of sequence variation provided proof of principle for the analysis of poly-miRTSs from a total of 144 M RNA-Seq reads collected from different porcine tissues. Twenty-four novel SNPs were predicted to affect miRNA-binding sites in 19 genes of the SLA region. Seven of these genes (SLA-1, SLA-6, SLA-DQA, SLA-DQB1, SLA-DOA, SLA-DOB and TAP1) are linked to antigen processing and presentation functions, which is reminiscent of associations with disease traits reported for altered miRNA binding to MHC genes in humans. An inverse correlation in expression levels was demonstrated between miRNAs and co-expressed SLA targets by exploiting a published dataset (RNA-Seq and small RNA-Seq) of three porcine tissues. Our results support the resource value of RNA-Seq collections to identify SNPs that may lead to altered miRNA regulation patterns.
authors.affiliation: INRA, UMR 1313 de Génétique Animale et Biologie Intégrative, Domaine de Vilvert, Jouy-en-Josas, France.
authors.forename: Marie-Laure
authors.initials: ML
authors.lastname: Endale Ahanda
authors.forename: Eric R
authors.initials: ER
authors.lastname: Fritz
authors.forename: Jordi
authors.initials: J
authors.lastname: Estellé
authors.forename: Zhi-Liang
authors.initials: ZL
authors.lastname: Hu
authors.forename: Ole
authors.initials: O
authors.lastname: Madsen
authors.forename: Martien A M
authors.initials: MA
authors.lastname: Groenen
authors.forename: Dario
authors.initials: D
authors.lastname: Beraldi
authors.forename: Ronan
authors.initials: R
authors.lastname: Kapetanovic
authors.forename: David A
authors.initials: DA
authors.lastname: Hume
authors.forename: Robert R R
authors.initials: RR
authors.lastname: Rowland
authors.forename: Joan K
authors.initials: JK
authors.lastname: Lunney
authors.forename: Claire
authors.initials: C
authors.lastname: Rogel-Gaillard
authors.forename: James M
authors.initials: JM
authors.lastname: Reecy
authors.forename: Elisabetta
authors.initials: E
authors.lastname: Giuffra
mesh_terms: D020413:3' Untranslated Regions / Q000235:genetics*; D000483:Alleles; D000818:Animals; D001483:Base Sequence; D001665:Binding Sites / Q000235:genetics; D017124:Conserved Sequence / Q000235:genetics; D005786:Gene Expression Regulation; D015395:Histocompatibility Antigens Class I; D000949:Histocompatibility Antigens Class II / Q000235:genetics*; D006801:Humans; D035683:MicroRNAs / Q000235:genetics* / Q000378:metabolism; D008957:Models, Genetic; D009928:Organ Specificity / Q000235:genetics; D011110:Polymorphism, Genetic; D017423:Sequence Analysis, RNA
chemical_list: D020413:3' Untranslated Regions; D015395:Histocompatibility Antigens Class I; D000949:Histocompatibility Antigens Class II; D035683:MicroRNAs; C438668:swine leukocyte antigen