Identification and Expression Profiling of Novel microRNAs in Pig Fetal Skeletal Muscle
MicroRNAs (miRNAs) are a class of noncoding RNAs known to post-transcriptionally regulate gene expression through binding with target mRNAs, ultimately affecting a multitude of biological processes and phenotypes. It has been documented that miRNAs influence skeletal muscle development; however lack...
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description | MicroRNAs (miRNAs) are a class of noncoding RNAs known to post-transcriptionally regulate gene expression through binding with target mRNAs, ultimately affecting a multitude of biological processes and phenotypes. It has been documented that miRNAs influence skeletal muscle development; however lack of miRNA annotation in pigs hinders understanding of molecular mechanisms underlying this process. We sought to identify novel miRNAs in fetal longissimus dorsi (LD) muscle and compare expression of these miRNAs at 41 days gestation (dg) and 70 dg (n=3 per stage), representing primary and secondary fetal myogenesis. Total RNA was isolated from LD samples of fetuses obtained from Yorkshire x Landrace gilts. Small-RNA sequencing was performed on the Illumina HiSeq 4000 platform, generating 30-60 million 1x50 reads per sample. High-quality reads were aligned to the S. scrofa reference genome (v11.1), and mapping and prediction of novel miRNAs was performed using miRDeep2. Predicted miRNAs with significant randfold p-values, miRDeep2 scores >7, and total read counts per million ≥1 for each sample were retained. Annotated human miRNAs with ≤2 mismatches with common and stage-specific novel miRNAs were found using miRBase. Differential expression analysis was performed on novel miRNAs using DESeq2. TargetScan was used to find conserved targets of human miRNAs with sequence identity to differentially expressed (DE) pig miRNAs. At 41 dg and 70 dg, 83 and 73 novel miRNAs were predicted in at least two samples, respectively. Of these, 59 were common to both stages. We identified 10 DE miRNAs (|log2 fold change|>1 and adj.p |
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It has been documented that miRNAs influence skeletal muscle development; however lack of miRNA annotation in pigs hinders understanding of molecular mechanisms underlying this process. We sought to identify novel miRNAs in fetal longissimus dorsi (LD) muscle and compare expression of these miRNAs at 41 days gestation (dg) and 70 dg (n=3 per stage), representing primary and secondary fetal myogenesis. Total RNA was isolated from LD samples of fetuses obtained from Yorkshire x Landrace gilts. Small-RNA sequencing was performed on the Illumina HiSeq 4000 platform, generating 30-60 million 1x50 reads per sample. High-quality reads were aligned to the S. scrofa reference genome (v11.1), and mapping and prediction of novel miRNAs was performed using miRDeep2. Predicted miRNAs with significant randfold p-values, miRDeep2 scores >7, and total read counts per million ≥1 for each sample were retained. Annotated human miRNAs with ≤2 mismatches with common and stage-specific novel miRNAs were found using miRBase. Differential expression analysis was performed on novel miRNAs using DESeq2. TargetScan was used to find conserved targets of human miRNAs with sequence identity to differentially expressed (DE) pig miRNAs. At 41 dg and 70 dg, 83 and 73 novel miRNAs were predicted in at least two samples, respectively. Of these, 59 were common to both stages. We identified 10 DE miRNAs (|log2 fold change|>1 and adj.p<0.05), nine of which were downregulated and one upregulated. One novel DE miRNA had 95% identity (1 mismatch) with a known pig miRNA (ssc-miR-26a). miR-26a has been found to play a major role in repression of myogenesis through the TGF-β/BMP signaling pathway in mice. In addition, six DE miRNAs had ≤2 mismatches with the known human miRNAs: miR-188-5p, miR-200ab-5p, miR-3194-5p, miR-33a-5p, miR-34b-5p, miR-93-5p. miR-34b has been shown to play a role in muscle cell differentiation during development in C2C12 mouse myoblast cells. Targets of DE miRNAs were enriched for Gene Ontology terms and KEGG pathways related to skeletal muscle development including axon guidance, regulation of actin cytoskeleton, Wnt signaling pathway, and cadherin binding involved in cell-cell adhesion. This study identified novel pig miRNAs with putative roles in myogenesis as supported by research in model organisms. Future efforts will analyze specific gene targets and their roles in skeletal muscle development.</description><identifier>ISSN: 0021-8812</identifier><identifier>EISSN: 1525-3163</identifier><language>eng</language><publisher>Champaign: Oxford University Press</publisher><subject>Actin ; Annotations ; Axon guidance ; Axonogenesis ; Binding ; Biological activity ; Bone morphogenetic proteins ; Cadherins ; Cell adhesion ; Cell differentiation ; Conserved sequence ; Cytoskeleton ; Differentiation (biology) ; Fetuses ; Gene expression ; Gene mapping ; Gene sequencing ; Gestation ; Hogs ; MicroRNAs ; miRNA ; Molecular chains ; Molecular modelling ; Muscles ; Myogenesis ; Phenotypes ; Post-transcription ; Predictions ; Ribonucleic acid ; RNA ; Signal transduction ; Signaling ; Skeletal muscle ; Wnt protein</subject><ispartof>Journal of animal science, 2018-04, Vol.96, p.269-269</ispartof><rights>Copyright Oxford University Press, UK Apr 2018</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780</link.rule.ids></links><search><creatorcontrib>d, L M</creatorcontrib><creatorcontrib>Corbett, R J</creatorcontrib><creatorcontrib>Daza, K R</creatorcontrib><creatorcontrib>Raney, N E</creatorcontrib><creatorcontrib>Ernst, C W</creatorcontrib><title>Identification and Expression Profiling of Novel microRNAs in Pig Fetal Skeletal Muscle</title><title>Journal of animal science</title><description>MicroRNAs (miRNAs) are a class of noncoding RNAs known to post-transcriptionally regulate gene expression through binding with target mRNAs, ultimately affecting a multitude of biological processes and phenotypes. It has been documented that miRNAs influence skeletal muscle development; however lack of miRNA annotation in pigs hinders understanding of molecular mechanisms underlying this process. We sought to identify novel miRNAs in fetal longissimus dorsi (LD) muscle and compare expression of these miRNAs at 41 days gestation (dg) and 70 dg (n=3 per stage), representing primary and secondary fetal myogenesis. Total RNA was isolated from LD samples of fetuses obtained from Yorkshire x Landrace gilts. Small-RNA sequencing was performed on the Illumina HiSeq 4000 platform, generating 30-60 million 1x50 reads per sample. High-quality reads were aligned to the S. scrofa reference genome (v11.1), and mapping and prediction of novel miRNAs was performed using miRDeep2. Predicted miRNAs with significant randfold p-values, miRDeep2 scores >7, and total read counts per million ≥1 for each sample were retained. Annotated human miRNAs with ≤2 mismatches with common and stage-specific novel miRNAs were found using miRBase. Differential expression analysis was performed on novel miRNAs using DESeq2. TargetScan was used to find conserved targets of human miRNAs with sequence identity to differentially expressed (DE) pig miRNAs. At 41 dg and 70 dg, 83 and 73 novel miRNAs were predicted in at least two samples, respectively. Of these, 59 were common to both stages. We identified 10 DE miRNAs (|log2 fold change|>1 and adj.p<0.05), nine of which were downregulated and one upregulated. One novel DE miRNA had 95% identity (1 mismatch) with a known pig miRNA (ssc-miR-26a). miR-26a has been found to play a major role in repression of myogenesis through the TGF-β/BMP signaling pathway in mice. In addition, six DE miRNAs had ≤2 mismatches with the known human miRNAs: miR-188-5p, miR-200ab-5p, miR-3194-5p, miR-33a-5p, miR-34b-5p, miR-93-5p. miR-34b has been shown to play a role in muscle cell differentiation during development in C2C12 mouse myoblast cells. Targets of DE miRNAs were enriched for Gene Ontology terms and KEGG pathways related to skeletal muscle development including axon guidance, regulation of actin cytoskeleton, Wnt signaling pathway, and cadherin binding involved in cell-cell adhesion. This study identified novel pig miRNAs with putative roles in myogenesis as supported by research in model organisms. Future efforts will analyze specific gene targets and their roles in skeletal muscle development.</description><subject>Actin</subject><subject>Annotations</subject><subject>Axon guidance</subject><subject>Axonogenesis</subject><subject>Binding</subject><subject>Biological activity</subject><subject>Bone morphogenetic proteins</subject><subject>Cadherins</subject><subject>Cell adhesion</subject><subject>Cell differentiation</subject><subject>Conserved sequence</subject><subject>Cytoskeleton</subject><subject>Differentiation (biology)</subject><subject>Fetuses</subject><subject>Gene expression</subject><subject>Gene mapping</subject><subject>Gene sequencing</subject><subject>Gestation</subject><subject>Hogs</subject><subject>MicroRNAs</subject><subject>miRNA</subject><subject>Molecular chains</subject><subject>Molecular modelling</subject><subject>Muscles</subject><subject>Myogenesis</subject><subject>Phenotypes</subject><subject>Post-transcription</subject><subject>Predictions</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>Signal transduction</subject><subject>Signaling</subject><subject>Skeletal muscle</subject><subject>Wnt protein</subject><issn>0021-8812</issn><issn>1525-3163</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>8G5</sourceid><sourceid>BENPR</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNqNit0KgjAARkcUZD_vMOha2E_KvIxQ6iKJCrqUoZvM1mabRo-fRQ_Q1XcO5xuBAEckCimO6RgECBEcMobJFMy8bxDCJEqiAFz3lTCdkqrknbIGclPB9NU64f1Hj85KpZWpoZUwt0-h4V2Vzp7yjYdq6KqGmei4hueb0F849L7UYgEmkmsvlr-dg1WWXra7sHX20QvfFY3tnRlSQdCaoZgmhNH_Xm8rkEJF</recordid><startdate>20180401</startdate><enddate>20180401</enddate><creator>d, L M</creator><creator>Corbett, R J</creator><creator>Daza, K 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and Expression Profiling of Novel microRNAs in Pig Fetal Skeletal Muscle</title><author>d, L M ; Corbett, R J ; Daza, K R ; Raney, N E ; Ernst, C W</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-proquest_journals_20480639283</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Actin</topic><topic>Annotations</topic><topic>Axon guidance</topic><topic>Axonogenesis</topic><topic>Binding</topic><topic>Biological activity</topic><topic>Bone morphogenetic proteins</topic><topic>Cadherins</topic><topic>Cell adhesion</topic><topic>Cell differentiation</topic><topic>Conserved sequence</topic><topic>Cytoskeleton</topic><topic>Differentiation (biology)</topic><topic>Fetuses</topic><topic>Gene expression</topic><topic>Gene mapping</topic><topic>Gene sequencing</topic><topic>Gestation</topic><topic>Hogs</topic><topic>MicroRNAs</topic><topic>miRNA</topic><topic>Molecular 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science</jtitle><date>2018-04-01</date><risdate>2018</risdate><volume>96</volume><spage>269</spage><epage>269</epage><pages>269-269</pages><issn>0021-8812</issn><eissn>1525-3163</eissn><abstract>MicroRNAs (miRNAs) are a class of noncoding RNAs known to post-transcriptionally regulate gene expression through binding with target mRNAs, ultimately affecting a multitude of biological processes and phenotypes. It has been documented that miRNAs influence skeletal muscle development; however lack of miRNA annotation in pigs hinders understanding of molecular mechanisms underlying this process. We sought to identify novel miRNAs in fetal longissimus dorsi (LD) muscle and compare expression of these miRNAs at 41 days gestation (dg) and 70 dg (n=3 per stage), representing primary and secondary fetal myogenesis. Total RNA was isolated from LD samples of fetuses obtained from Yorkshire x Landrace gilts. Small-RNA sequencing was performed on the Illumina HiSeq 4000 platform, generating 30-60 million 1x50 reads per sample. High-quality reads were aligned to the S. scrofa reference genome (v11.1), and mapping and prediction of novel miRNAs was performed using miRDeep2. Predicted miRNAs with significant randfold p-values, miRDeep2 scores >7, and total read counts per million ≥1 for each sample were retained. Annotated human miRNAs with ≤2 mismatches with common and stage-specific novel miRNAs were found using miRBase. Differential expression analysis was performed on novel miRNAs using DESeq2. TargetScan was used to find conserved targets of human miRNAs with sequence identity to differentially expressed (DE) pig miRNAs. At 41 dg and 70 dg, 83 and 73 novel miRNAs were predicted in at least two samples, respectively. Of these, 59 were common to both stages. We identified 10 DE miRNAs (|log2 fold change|>1 and adj.p<0.05), nine of which were downregulated and one upregulated. One novel DE miRNA had 95% identity (1 mismatch) with a known pig miRNA (ssc-miR-26a). miR-26a has been found to play a major role in repression of myogenesis through the TGF-β/BMP signaling pathway in mice. In addition, six DE miRNAs had ≤2 mismatches with the known human miRNAs: miR-188-5p, miR-200ab-5p, miR-3194-5p, miR-33a-5p, miR-34b-5p, miR-93-5p. miR-34b has been shown to play a role in muscle cell differentiation during development in C2C12 mouse myoblast cells. Targets of DE miRNAs were enriched for Gene Ontology terms and KEGG pathways related to skeletal muscle development including axon guidance, regulation of actin cytoskeleton, Wnt signaling pathway, and cadherin binding involved in cell-cell adhesion. This study identified novel pig miRNAs with putative roles in myogenesis as supported by research in model organisms. Future efforts will analyze specific gene targets and their roles in skeletal muscle development.</abstract><cop>Champaign</cop><pub>Oxford University Press</pub></addata></record> |
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subjects | Actin Annotations Axon guidance Axonogenesis Binding Biological activity Bone morphogenetic proteins Cadherins Cell adhesion Cell differentiation Conserved sequence Cytoskeleton Differentiation (biology) Fetuses Gene expression Gene mapping Gene sequencing Gestation Hogs MicroRNAs miRNA Molecular chains Molecular modelling Muscles Myogenesis Phenotypes Post-transcription Predictions Ribonucleic acid RNA Signal transduction Signaling Skeletal muscle Wnt protein |
title | Identification and Expression Profiling of Novel microRNAs in Pig Fetal Skeletal Muscle |
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