Identification and characterization of microRNAs involved in growth of blunt snout bream (Megalobrama amblycephala) by Solexa sequencing

BackgroundBlunt snout bream (Megalobrama amblycephala) is an economically important fish species in the Chinese freshwater polyculture system for its delicacy and high economic value. MicroRNAs (miRNAs) play important roles in regulation of almost all biological processes in eukaryotes. Although previous studies have identified thousands of miRNAs from many species, little information is known for miRNAs of M. amblycephala. To investigate functions of miRNAs associated with growth of M. amblycephala, we adopted the Solexa sequencing technology to sequence two small RNA libraries prepared from four growth related tissues (brain, pituitary, liver and muscle) of M. amblycephala using individuals with relatively high and low growth rates.ResultsIn this study, we have identified 347 conserved miRNAs (belonging to 123 families) and 22 novel miRNAs in M. amblycephala. Moreover, we observed sequence variants and seed edits of the miRNAs. Of the 5,166 single nucleotide substitutions observed in two libraries, the most abundant were G-to-U (15.9%), followed by U-to-C (12.1%), G-to-A (11.2%), and A to G (11.2%). Subsequently, we compared the expression patterns of miRNAs in the two libraries (big-size group with high growth rate versus small-size group with low growth rate). Results indicated that 27 miRNAs displayed significant differential expressions between the two libraries (p < 0.05). Of these, 16 were significantly up-regulated and 11 were significantly down-regulated in the big-size group compared to the small-size group. Furthermore, stem-loop RT-PCR was applied to validate and profile the expression of the differentially expressed miRNAs in ten tissues, and the result revealed that the conserved miRNAs expressed at higher levels than the novel miRNAs, especially in brain, liver and muscle. Also, targets prediction of differentially expressed miRNAs and KEGG pathway analysis suggested that differentially expressed miRNAs are involved in growth and metabolism, signal transduction, cell cycle, neural development and functions.ConclusionsThe present study provides the first large-scale characterization of miRNAs in M. amblycephala and miRNA profile related to different growth performances. The discovery of miRNA resource from this study is expected to contribute to a better understanding of the miRNAs roles playing in regulating the growth biological processes and the study of miRNA function and phenotype-associated miRNA identification in fish.

[1]  Wei-min Wang,et al.  Transcriptome Analysis and SSR/SNP Markers Information of the Blunt Snout Bream (Megalobrama amblycephala) , 2012, PloS one.

[2]  C. Cutting Fish in Nutrition , 1961, Nature.

[3]  Songnian Hu,et al.  The Silkworm (Bombyx mori) microRNAs and Their Expressions in Multiple Developmental Stages , 2008, PloS one.

[4]  Christopher M. Player,et al.  Large-Scale Sequencing Reveals 21U-RNAs and Additional MicroRNAs and Endogenous siRNAs in C. elegans , 2006, Cell.

[5]  Adam M. Gustafson,et al.  microRNA-Directed Phasing during Trans-Acting siRNA Biogenesis in Plants , 2005, Cell.

[6]  W. Luo,et al.  Characterization of 20 polymorphic microsatellites for Blunt snout bream (Megalobrama amblycephala) from EST sequences , 2013, Conservation Genetics Resources.

[7]  D. Fell,et al.  A general definition of metabolic pathways useful for systematic organization and analysis of complex metabolic networks , 2000, Nature Biotechnology.

[8]  Chun-Nan Hsu,et al.  Identification of homologous microRNAs in 56 animal genomes. , 2010, Genomics.

[9]  Jan Krüger,et al.  RNAhybrid: microRNA target prediction easy, fast and flexible , 2006, Nucleic Acids Res..

[10]  C. Sander,et al.  miR-122, a Mammalian Liver-Specific microRNA, is Processed from hcr mRNA and MayDownregulate the High Affinity Cationic Amino Acid Transporter CAT-1 , 2004, RNA biology.

[11]  Robert J. Moore,et al.  A microRNA catalog of the developing chicken embryo identified by a deep sequencing approach. , 2008, Genome research.

[12]  B. Reinhart,et al.  The 21-nucleotide let-7 RNA regulates developmental timing in Caenorhabditis elegans , 2000, Nature.

[13]  Y. Smith,et al.  Estrogen regulation of microRNAs, target genes, and microRNA expression associated with vitellogenesis in the zebrafish. , 2014, Zebrafish.

[14]  Li Guo,et al.  The Fate of miRNA* Strand through Evolutionary Analysis: Implication for Degradation As Merely Carrier Strand or Potential Regulatory Molecule? , 2010, PloS one.

[15]  H. Bern,et al.  Insulin-like growth factor signaling in fish. , 2005, International review of cytology.

[16]  Y. Hayashizaki,et al.  A comprehensive survey of 3' animal miRNA modification events and a possible role for 3' adenylation in modulating miRNA targeting effectiveness. , 2010, Genome research.

[17]  A. Klip,et al.  The Insulin Signaling Pathway , 1999, The Journal of Membrane Biology.

[18]  D. Bartel MicroRNAs Genomics, Biogenesis, Mechanism, and Function , 2004, Cell.

[19]  P. Walsh,et al.  Fish Hepatocytes: A Model Metabolic System , 1985 .

[20]  Gongshe Yang,et al.  MicroRNA identity and abundance in developing swine adipose tissue as determined by solexa sequencing , 2011, Journal of cellular biochemistry.

[21]  J. Hedegaard,et al.  MicroRNA identity and abundance in porcine skeletal muscles determined by deep sequencing. , 2010, Animal genetics.

[22]  Ruiqiang Li,et al.  SOAP: short oligonucleotide alignment program , 2008, Bioinform..

[23]  B. Björnsson,et al.  IGF-I/PI3K/Akt and IGF-I/MAPK/ERK pathways in vivo in skeletal muscle are regulated by nutrition and contribute to somatic growth in the fine flounder. , 2011, American journal of physiology. Regulatory, integrative and comparative physiology.

[24]  G. Ruvkun,et al.  Posttranscriptional regulation of the heterochronic gene lin-14 by lin-4 mediates temporal pattern formation in C. elegans , 1993, Cell.

[25]  Herbert H. Tsang,et al.  Meta-analysis of small RNA-sequencing errors reveals ubiquitous post-transcriptional RNA modifications , 2009, Nucleic acids research.

[26]  A. Sacchi,et al.  The microRNA miR‐92 increases proliferation of myeloid cells and by targeting p63 modulates the abundance of its isoforms , 2009, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[27]  Yong Zhao,et al.  Serum response factor regulates a muscle-specific microRNA that targets Hand2 during cardiogenesis , 2005, Nature.

[28]  Z-X Gao,et al.  An AFLP-based approach for the identification of sex-linked markers in blunt snout bream, Megalobrama amblycephala (Cyprinidae). , 2012, Genetics and molecular research : GMR.

[29]  S. Cohen,et al.  microRNA functions. , 2007, Annual review of cell and developmental biology.

[30]  Xiaowu Chen,et al.  Identification and Differential Expression of MicroRNAs during Metamorphosis of the Japanese Flounder (Paralichthys olivaceus) , 2011, PloS one.

[31]  Xuguang Li,et al.  Identification and Characterization of MicroRNAs in Channel Catfish (Ictalurus punctatus) by Using Solexa Sequencing Technology , 2013, PloS one.

[32]  Mark Graham,et al.  miR-122 regulation of lipid metabolism revealed by in vivo antisense targeting. , 2006, Cell metabolism.

[33]  David L. A. Wood,et al.  MicroRNAs and their isomiRs function cooperatively to target common biological pathways , 2011, Genome Biology.

[34]  Yang Liang,et al.  Identification and Profiling of MicroRNAs from Skeletal Muscle of the Common Carp , 2012, PloS one.

[35]  C. Burge,et al.  Conserved Seed Pairing, Often Flanked by Adenosines, Indicates that Thousands of Human Genes are MicroRNA Targets , 2005, Cell.

[36]  Stijn van Dongen,et al.  miRBase: tools for microRNA genomics , 2007, Nucleic Acids Res..

[37]  N. Lorenzen,et al.  Evaluation of the potential anti-viral activity of microRNAs in rainbow trout (Oncorhynchus mykiss) , 2013 .

[38]  Cunming Duan,et al.  Insulin-like growth factors (IGFs), IGF receptors, and IGF-binding proteins: roles in skeletal muscle growth and differentiation. , 2010, General and comparative endocrinology.

[39]  L. Matukumalli,et al.  MicroRNA transcriptome profiles during swine skeletal muscle development , 2009, BMC Genomics.

[40]  Selene L. Fernandez-Valverde,et al.  Dynamic isomiR regulation in Drosophila development. , 2010, RNA.

[41]  K. Livak,et al.  Real-time quantification of microRNAs by stem–loop RT–PCR , 2005, Nucleic acids research.

[42]  Thomas Tuschl,et al.  Identification of microRNAs and other small regulatory RNAs using cDNA library sequencing. , 2008, Methods.

[43]  R. Giegerich,et al.  Fast and effective prediction of microRNA/target duplexes. , 2004, RNA.

[44]  V. Ambros,et al.  The C. elegans heterochronic gene lin-4 encodes small RNAs with antisense complementarity to lin-14 , 1993, Cell.

[45]  A. Munnich,et al.  miR-122, a paradigm for the role of microRNAs in the liver. , 2008, Journal of hepatology.

[46]  N. Sonenberg,et al.  Structural basis for 5′-nucleotide base-specific recognition of guide RNA by human AGO2 , 2010, Nature.

[47]  Vladimir Vacic,et al.  A probabilistic method for small RNA flowgram matching. , 2007, Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing.

[48]  M. Schmid,et al.  Specific effects of microRNAs on the plant transcriptome. , 2005, Developmental cell.

[49]  Biyun Zhou,et al.  Variation in morphology and biochemical genetic markers among populations of blunt snout bream (Megalobrama amblycephala) , 1993 .

[50]  J. Harley,et al.  The microRNA miR-23b suppresses IL-17-associated autoimmune inflammation by targeting TAB2, TAB3 and IKK-α , 2012, Nature Medicine.

[51]  Anastasia Khvorova,et al.  3′ UTR seed matches, but not overall identity, are associated with RNAi off-targets , 2006, Nature Methods.

[52]  J. Yao,et al.  Cloning and characterization of microRNAs from rainbow trout (Oncorhynchus mykiss): Their expression during early embryonic development , 2008, BMC Developmental Biology.

[53]  Jian-Fu Chen,et al.  The role of microRNA-1 and microRNA-133 in skeletal muscle proliferation and differentiation , 2006, Nature Genetics.

[54]  Jiongtang Li,et al.  Identification of common carp (Cyprinus carpio) microRNAs and microRNA-related SNPs , 2012, BMC Genomics.

[55]  Eugene Berezikov,et al.  Cloning and expression of new microRNAs from zebrafish , 2006, Nucleic acids research.

[56]  Li Guo,et al.  A Comprehensive Survey of miRNA Repertoire and 3′ Addition Events in the Placentas of Patients with Pre-Eclampsia from High-Throughput Sequencing , 2011, PloS one.

[57]  Shunping He,et al.  Characterization and Comparative Profiling of MiRNA Transcriptomes in Bighead Carp and Silver Carp , 2011, PloS one.

[58]  Chaoqian Xu,et al.  The muscle-specific microRNA miR-1 regulates cardiac arrhythmogenic potential by targeting GJA1 and KCNJ2 , 2011, Nature Medicine.

[59]  J. Florini,et al.  The Mitogenic and Myogenic Actions of Insulin-like Growth Factors Utilize Distinct Signaling Pathways* , 1997, The Journal of Biological Chemistry.

[60]  A. Silahtaroglu,et al.  Antagonism of microRNA-122 in mice by systemically administered LNA-antimiR leads to up-regulation of a large set of predicted target mRNAs in the liver , 2007, Nucleic acids research.