Identification and co-expression analysis of long noncoding RNAs and mRNAs involved in the deposition of intramuscular fat in Aohan fine-wool sheep
Abstract Background: Intramuscular fat (IMF) content has become one of the most important indicators for measuring meat quality, and its level is affected by various genes. Long non-coding RNAs (lncRNAs) are widely expressed non-coding RNAs that play an important regulatory role in a variety of biological processes; however, research on lncRNAs involved in sheep intramuscular fat deposition is still in its infancy. Aohan fine-wool sheep (AFWS), China's representative meat-hair, dual-purpose sheep breed, provides a great model for studying the role of lncRNAs in the regulation of intramuscular fat deposition. We identified lncRNAs by RNA sequencing in sheep longissimus dorsi muscle(LDM) samples at two ages: 2 months (Mth-2) and 12 months (Mth-12).Results: We identified a total of 26,247 genes and 6,935 predicted novel lncRNAs in LDM samples of sheep. Among these, 606 mRNAs and 408 lncRNAs were differentially expressed. We then compared the structural characteristics of lncRNAs and mRNAs. We obtained targeted genes of differentially expressed lncRNAs and performed an enrichment analysis using Gene Ontology(GO) and the Kyoto Encyclopedia of Genes and Genomes(KEGG). We found these targeted mRNAs were primarily enriched in lipid metabolism, lipid transport, regulation of primary metabolic processes and developmental pathways, such as alpha-linolenic acid metabolism, biosynthesis of unsaturated fatty acids, phosphonate and phosphinate metabolism and cell proliferation. Based on the results of this enrichment analysis, we obtained candidate lncRNAs that potentially regulate lipid deposition and constructed a lncRNA-mRNA co-expression network. We speculated that these lncRNAs have important regulatory roles in intramuscular fat deposition. We randomly selected five mRNAs and five lncRNAs to verify the accuracy of sequencing results by qRT-PCR.Conclusions: Our study provided a list of the lncRNAs and mRNAs related to intramuscular lipid deposition in sheep and lay the foundation for future research on regulatory mechanisms.