Comprehensive analysis of lncRNAs and mRNAs with associated co-expression and ceRNA networks in C2C12 myoblasts and myotubes

被引:27
作者
Chen, Rui [1 ]
Jiang, Ting [2 ]
She, Yanling [1 ]
Xie, Sidong [2 ]
Zhou, Shanyao [1 ]
Li, Cheng [1 ]
Ou, Jun [3 ]
Liu, Yulin [3 ]
机构
[1] Guangdong Second Prov Gen Hosp, Guangdong Tradit Med & Sports Injury Rehabil Res, 466 Xin Gang Zhong Rd, Guangzhou 510317, Guangdong, Peoples R China
[2] Sun Yat Sen Univ, Affiliated Hosp 3, Dept Radiol, 600 Tian He Rd, Guangzhou 510630, Guangdong, Peoples R China
[3] Guangzhou FitGene Biotechnol CO LTD, Bldg D,3 Ju Quan Rd, Guangzhou 510663, Guangdong, Peoples R China
关键词
Long non-coding RNA; Microarray analysis; Muscle differentiation; Bioinformatics analysis; SKELETAL-MUSCLE DIFFERENTIATION; LONG NONCODING RNA; TRANSCRIPTIONAL MECHANISMS; MYOGENIC DIFFERENTIATION; GENE-EXPRESSION; DOWN-REGULATION; PHASES; GROWTH;
D O I
10.1016/j.gene.2018.01.039
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Long non-coding RNAs (IncRNAs) are emerging as important regulators in the modulation of muscle development and muscle-related diseases. To explore potential regulators of muscle differentiation, we determined the expression profiles of IncrtNAs and mRNAs in C2C12 mouse myoblast cell line using microarray analysis. Gene ontology and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses were performed to explore their function. We also constructed co-expression, cis/trans-regulation, and competing endogenous RNA (ceRNA) networks with bioinformatics methods. We found that 3067 lncRNAs and 3235 mRNAs were differentially regulated (fold change >= 2.0). Bioinformatics analysis indicated that the principal functions of the transcripts were related to muscle structure development and morphogenesis. Co-expression analysis showed 261 co-expression relationships between 233 lncRNAs and 10 mRNAs, and nine lncRNAs interacted with myog and MEF2C collectively. Cis/trans-regulation prediction revealed that lncRNA Myh6 could be a valuable gene via cis-regulation, and lncRNAs such as 2310043L19Ris, V00821, and AK139352 may participate in particular pathways regulated by transcription factors, including myog, myodl, and foxol. The myog-specific ceRNA network covered 10 lncRNAs, 378 miRNAs, and 1960 edges. The upregulated lncRNAs Filipl, Myll, and 2310043L19Rik may promote myog expression by acting as ceRNAs. Our results offer a new perspective on the modulation of lncRNAs in muscle differentiation.
引用
收藏
页码:164 / 173
页数:10
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