RNA-Seq reveals MicroRNA expression signature and genetic polymorphism associated with growth and muscle quality traits in rainbow trout

Abstract The role of microRNA expression and genetic variation in microRNA-binding sites of target genes on growth and muscle quality traits is poorly characterized. We used RNA-Seq approach to investigate their importance on 5 growth and muscle quality traits: whole body weight (WBW), muscle yield,...

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Main Authors: Bam Dev Paneru, Rafet Al-Tobasei, Brett Kenney, Timothy D. Leeds, Mohamed Salem
Format: Article
Language:English
Published: Nature Publishing Group 2017-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-09515-4
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spelling doaj-9d8dc1085e9847049425aafbe6c5c3b82020-12-08T00:23:06ZengNature Publishing GroupScientific Reports2045-23222017-08-017111510.1038/s41598-017-09515-4RNA-Seq reveals MicroRNA expression signature and genetic polymorphism associated with growth and muscle quality traits in rainbow troutBam Dev Paneru0Rafet Al-Tobasei1Brett Kenney2Timothy D. Leeds3Mohamed Salem4Department of Biology and Molecular Biosciences Program, Middle Tennessee State UniversityComputational Science Program, Middle Tennessee State UniversityDivision of Animal and Nutritional Science, West Virginia UniversityThe National Center for Cool and Cold Water Aquaculture, USDA Agricultural Research ServiceDepartment of Biology and Molecular Biosciences Program, Middle Tennessee State UniversityAbstract The role of microRNA expression and genetic variation in microRNA-binding sites of target genes on growth and muscle quality traits is poorly characterized. We used RNA-Seq approach to investigate their importance on 5 growth and muscle quality traits: whole body weight (WBW), muscle yield, muscle crude-fat content, muscle shear force and whiteness. Phenotypic data were collected from 471 fish, representing 98 families (~5 fish/family) from a growth-selected line. Muscle microRNAs and mRNAs were sequenced from 22 families showing divergent phenotypes. Ninety microRNAs showed differential expression between families with divergent phenotypes, and their expression was strongly associated with variation in phenotypes. A total of 204 single nucleotide polymorphisms (SNPs) present in 3′ UTR of target genes either destroyed or created novel illegitimate microRNA target sites; of them, 78 SNPs explained significant variation in the aforementioned 5 muscle traits. Majority of the phenotype-associated SNPs were present in microRNA-binding sites of genes involved in energy metabolism and muscle structure. These findings suggest that variation in microRNA expression and/or sequence variation in microRNA binding sites in target genes play an important role in mediating differences in fish growth and muscle quality phenotypes.https://doi.org/10.1038/s41598-017-09515-4
collection DOAJ
language English
format Article
sources DOAJ
author Bam Dev Paneru
Rafet Al-Tobasei
Brett Kenney
Timothy D. Leeds
Mohamed Salem
spellingShingle Bam Dev Paneru
Rafet Al-Tobasei
Brett Kenney
Timothy D. Leeds
Mohamed Salem
RNA-Seq reveals MicroRNA expression signature and genetic polymorphism associated with growth and muscle quality traits in rainbow trout
Scientific Reports
author_facet Bam Dev Paneru
Rafet Al-Tobasei
Brett Kenney
Timothy D. Leeds
Mohamed Salem
author_sort Bam Dev Paneru
title RNA-Seq reveals MicroRNA expression signature and genetic polymorphism associated with growth and muscle quality traits in rainbow trout
title_short RNA-Seq reveals MicroRNA expression signature and genetic polymorphism associated with growth and muscle quality traits in rainbow trout
title_full RNA-Seq reveals MicroRNA expression signature and genetic polymorphism associated with growth and muscle quality traits in rainbow trout
title_fullStr RNA-Seq reveals MicroRNA expression signature and genetic polymorphism associated with growth and muscle quality traits in rainbow trout
title_full_unstemmed RNA-Seq reveals MicroRNA expression signature and genetic polymorphism associated with growth and muscle quality traits in rainbow trout
title_sort rna-seq reveals microrna expression signature and genetic polymorphism associated with growth and muscle quality traits in rainbow trout
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2017-08-01
description Abstract The role of microRNA expression and genetic variation in microRNA-binding sites of target genes on growth and muscle quality traits is poorly characterized. We used RNA-Seq approach to investigate their importance on 5 growth and muscle quality traits: whole body weight (WBW), muscle yield, muscle crude-fat content, muscle shear force and whiteness. Phenotypic data were collected from 471 fish, representing 98 families (~5 fish/family) from a growth-selected line. Muscle microRNAs and mRNAs were sequenced from 22 families showing divergent phenotypes. Ninety microRNAs showed differential expression between families with divergent phenotypes, and their expression was strongly associated with variation in phenotypes. A total of 204 single nucleotide polymorphisms (SNPs) present in 3′ UTR of target genes either destroyed or created novel illegitimate microRNA target sites; of them, 78 SNPs explained significant variation in the aforementioned 5 muscle traits. Majority of the phenotype-associated SNPs were present in microRNA-binding sites of genes involved in energy metabolism and muscle structure. These findings suggest that variation in microRNA expression and/or sequence variation in microRNA binding sites in target genes play an important role in mediating differences in fish growth and muscle quality phenotypes.
url https://doi.org/10.1038/s41598-017-09515-4
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