Home LiteratureArticle Details
PMID: 18714353 Published · epublish English Journal Article Research Support, Non-U.S. Gov't

The silkworm (Bombyx mori) microRNAs and their expressions in multiple developmental stages.

PloS one ·Vol. 3 ·No. 8 ·2008-08-20 ·Pages e2997

Yu X, Zhou Q, Li SC, Luo Q, Cai Y, Lin WC, Chen H, Yang Y, Hu S, Yu J

Abstract

MicroRNAs (miRNAs) play crucial roles in various physiological processes through post-transcriptional regulation of gene expressions and are involved in development, metabolism, and many other important molecular mechanisms and cellular processes. The Bombyx mori genome sequence provides opportunities for a thorough survey for miRNAs as well as comparative analyses with other sequenced insect species. We identified 114 non-redundant conserved miRNAs and 148 novel putative miRNAs from the B. mori genome with an elaborate computational protocol. We also sequenced 6,720 clones from 14 developmental stage-specific small RNA libraries in which we identified 35 unique miRNAs containing 21 conserved miRNAs (including 17 predicted miRNAs) and 14 novel miRNAs (including 11 predicted novel miRNAs). Among the 114 conserved miRNAs, we found six pairs of clusters evolutionarily conserved cross insect lineages. Our observations on length heterogeneity at 5' and/or 3' ends of nine miRNAs between cloned and predicted sequences, and three mature forms deriving from the same arm of putative pre-miRNAs suggest a mechanism by which miRNAs gain new functions. Analyzing development-related miRNAs expression at 14 developmental stages based on clone-sampling and stem-loop RT PCR, we discovered an unusual abundance of 33 sequences representing 12 different miRNAs and sharply fluctuated expression of miRNAs at larva-molting stage. The potential functions of several stage-biased miRNAs were also analyzed in combination with predicted target genes and silkworm's phenotypic traits; our results indicated that miRNAs may play key regulatory roles in specific developmental stages in the silkworm, such as ecdysis. Taking a combined approach, we identified 118 conserved miRNAs and 151 novel miRNA candidates from the B. mori genome sequence. Our expression analyses by sampling miRNAs and real-time PCR over multiple developmental stages allowed us to pinpoint molting stages as hotspots of miRNA expression both in sorts and quantities. Based on the analysis of target genes, we hypothesized that miRNAs regulate development through a particular emphasis on complex stages rather than general regulatory mechanisms.

MeSH Terms
Animals Bombyx/genetics,growth & development Cloning, Molecular Conserved Sequence DNA Primers Databases, Genetic Gene Expression Regulation Genome MicroRNAs/chemistry,genetics Nucleic Acid Conformation RNA, Messenger/genetics Thermodynamics
Chemicals
DNA Primers MicroRNAs RNA, Messenger
Authors & Affiliations
10 authors, click to expand affiliations / ORCID
Yu Xiaomin
Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, China.
Zhou Qing
Li Sung-Chou
Luo Qibin
Cai Yimei
Lin Wen-chang
Chen Huan
Yang Yue
Hu Songnian
Yu Jun
References (82)
82 references, click to expand
  1. Identification by Real-time PCR of 13 mature microRNAs differentially expressed in colorectal cancer and non-tumoral tissues.
    Mol Cancer. 2006 Jul 19;5:29 PMID: 16854228
  2. Cloning and analysis of microRNAs encoded by the primate gamma-herpesvirus rhesus monkey rhadinovirus.
    Virology. 2007 Jul 20;364(1):21-7 PMID: 17451774
  3. Ecdysteroid control of cell proliferation during optic lobe neurogenesis in the moth Manduca sexta.
    Development. 1998 Jan;125(2):269-77 PMID: 9486800
  4. The role of microRNA-1 and microRNA-133 in skeletal muscle proliferation and differentiation.
    Nat Genet. 2006 Feb;38(2):228-33 PMID: 16380711
  5. MicroRNA targets in Drosophila.
    Genome Biol. 2003;5(1):R1 PMID: 14709173
  6. MicroRNA1 influences cardiac differentiation in Drosophila and regulates Notch signaling.
    Proc Natl Acad Sci U S A. 2005 Dec 27;102(52):18986-91 PMID: 16357195
  7. Tumour invasion and metastasis initiated by microRNA-10b in breast cancer.
    Nature. 2007 Oct 11;449(7163):682-8 PMID: 17898713
  8. High-throughput sequencing of Arabidopsis microRNAs: evidence for frequent birth and death of MIRNA genes.
    PLoS One. 2007 Feb 14;2(2):e219 PMID: 17299599
  9. MicroRNA expression in zebrafish embryonic development.
    Science. 2005 Jul 8;309(5732):310-1 PMID: 15919954
  10. Microarray analysis shows that some microRNAs downregulate large numbers of target mRNAs.
    Nature. 2005 Feb 17;433(7027):769-73 PMID: 15685193
  11. Expression profiling of mammalian microRNAs uncovers a subset of brain-expressed microRNAs with possible roles in murine and human neuronal differentiation.
    Genome Biol. 2004;5(3):R13 PMID: 15003116
  12. Temporal regulation of microRNA expression in Drosophila melanogaster mediated by hormonal signals and broad-Complex gene activity.
    Dev Biol. 2003 Jul 1;259(1):9-18 PMID: 12812784
  13. The microRNAs of Caenorhabditis elegans.
    Genes Dev. 2003 Apr 15;17(8):991-1008 PMID: 12672692
  14. Intronic microRNA: discovery and biological implications.
    DNA Cell Biol. 2007 Apr;26(4):195-207 PMID: 17465886
  15. microRNAs as oncogenes and tumor suppressors.
    Dev Biol. 2007 Feb 1;302(1):1-12 PMID: 16989803
  16. An extensive class of small RNAs in Caenorhabditis elegans.
    Science. 2001 Oct 26;294(5543):862-4 PMID: 11679672
  17. Identification of tissue-specific microRNAs from mouse.
    Curr Biol. 2002 Apr 30;12(9):735-9 PMID: 12007417
  18. The 21-nucleotide let-7 RNA regulates developmental timing in Caenorhabditis elegans.
    Nature. 2000 Feb 24;403(6772):901-6 PMID: 10706289
  19. Identification of virus-encoded microRNAs.
    Science. 2004 Apr 30;304(5671):734-6 PMID: 15118162
  20. MicroRNAS and their regulatory roles in plants.
    Annu Rev Plant Biol. 2006;57:19-53 PMID: 16669754
  21. A role for microRNAs in maintenance of mouse mammary epithelial progenitor cells.
    Genes Dev. 2007 Dec 15;21(24):3238-43 PMID: 18079172
  22. Identification of microRNAs of the herpesvirus family.
    Nat Methods. 2005 Apr;2(4):269-76 PMID: 15782219
  23. HIV-1 encoded candidate micro-RNAs and their cellular targets.
    Retrovirology. 2004 Dec 15;1:43 PMID: 15601472
  24. Computational and experimental identification of C. elegans microRNAs.
    Mol Cell. 2003 May;11(5):1253-63 PMID: 12769849
  25. miRBase: the microRNA sequence database.
    Methods Mol Biol. 2006;342:129-38 PMID: 16957372
  26. Many novel mammalian microRNA candidates identified by extensive cloning and RAKE analysis.
    Genome Res. 2006 Oct;16(10):1289-98 PMID: 16954537
  27. Large-scale sequencing reveals 21U-RNAs and additional microRNAs and endogenous siRNAs in C. elegans.
    Cell. 2006 Dec 15;127(6):1193-207 PMID: 17174894
  28. miRNA profiling of naïve, effector and memory CD8 T cells.
    PLoS One. 2007 Oct 10;2(10):e1020 PMID: 17925868
  29. Computational identification of Drosophila microRNA genes.
    Genome Biol. 2003;4(7):R42 PMID: 12844358
  30. Novel and stress-regulated microRNAs and other small RNAs from Arabidopsis.
    Plant Cell. 2004 Aug;16(8):2001-19 PMID: 15258262
  31. The role of site accessibility in microRNA target recognition.
    Nat Genet. 2007 Oct;39(10):1278-84 PMID: 17893677
  32. Identification of novel genes coding for small expressed RNAs.
    Science. 2001 Oct 26;294(5543):853-8 PMID: 11679670
  33. Identification and characteristics of microRNAs from Bombyx mori.
    BMC Genomics. 2008 May 28;9:248 PMID: 18507836
  34. microRNA miR-14 acts to modulate a positive autoregulatory loop controlling steroid hormone signaling in Drosophila.
    Genes Dev. 2007 Sep 15;21(18):2277-82 PMID: 17761811
  35. The C. elegans heterochronic gene lin-4 encodes small RNAs with antisense complementarity to lin-14.
    Cell. 1993 Dec 3;75(5):843-54 PMID: 8252621
  36. Pervasive regulation of Drosophila Notch target genes by GY-box-, Brd-box-, and K-box-class microRNAs.
    Genes Dev. 2005 May 1;19(9):1067-80 PMID: 15833912
  37. Drosophila microRNAs exhibit diverse spatial expression patterns during embryonic development.
    Proc Natl Acad Sci U S A. 2005 Dec 13;102(50):18017-22 PMID: 16330759
  38. Detection of 91 potential conserved plant microRNAs in Arabidopsis thaliana and Oryza sativa identifies important target genes.
    Proc Natl Acad Sci U S A. 2004 Aug 3;101(31):11511-6 PMID: 15272084
  39. Mind bomb 1 is essential for generating functional Notch ligands to activate Notch.
    Development. 2005 Aug;132(15):3459-70 PMID: 16000382
  40. Mfold web server for nucleic acid folding and hybridization prediction.
    Nucleic Acids Res. 2003 Jul 1;31(13):3406-15 PMID: 12824337
  41. Drosophila lacking microRNA miR-278 are defective in energy homeostasis.
    Genes Dev. 2006 Feb 15;20(4):417-22 PMID: 16481470
  42. Micro RNAs in animal development.
    Cell. 2006 Mar 10;124(5):877-81 PMID: 16530032
  43. Microarray profiling of microRNAs reveals frequent coexpression with neighboring miRNAs and host genes.
    RNA. 2005 Mar;11(3):241-7 PMID: 15701730
  44. Sequence of a cDNA and expression of the gene encoding epidermal and gut chitinases of Manduca sexta.
    Insect Biochem Mol Biol. 1993 Sep;23(6):691-701 PMID: 8353525
  45. A microRNA array reveals extensive regulation of microRNAs during brain development.
    RNA. 2003 Oct;9(10):1274-81 PMID: 13130141
  46. A complex system of small RNAs in the unicellular green alga Chlamydomonas reinhardtii.
    Genes Dev. 2007 May 15;21(10):1190-203 PMID: 17470535
  47. An abundant class of tiny RNAs with probable regulatory roles in Caenorhabditis elegans.
    Science. 2001 Oct 26;294(5543):858-62 PMID: 11679671
  48. Characterization and expression patterns of let-7 microRNA in the silkworm (Bombyx mori).
    BMC Dev Biol. 2007 Jul 25;7:88 PMID: 17651473
  49. Base-calling of automated sequencer traces using phred. II. Error probabilities.
    Genome Res. 1998 Mar;8(3):186-94 PMID: 9521922
  50. Vir-Mir db: prediction of viral microRNA candidate hairpins.
    Nucleic Acids Res. 2008 Jan;36(Database issue):D184-9 PMID: 17702763
  51. Evolution, biogenesis, expression, and target predictions of a substantially expanded set of Drosophila microRNAs.
    Genome Res. 2007 Dec;17(12):1850-64 PMID: 17989254
  52. Bioinformatic discovery of microRNA precursors from human ESTs and introns.
    BMC Genomics. 2006 Jul 03;7:164 PMID: 16813663
  53. Dynamic regulation of miRNA expression in ordered stages of cellular development.
    Genes Dev. 2007 Mar 1;21(5):578-89 PMID: 17344418
  54. MicroRNA genes are transcribed by RNA polymerase II.
    EMBO J. 2004 Oct 13;23(20):4051-60 PMID: 15372072
  55. Cell cycles in embryos of the silkworm, Bombyx mori: G2-arrest at diapause stage.
    Rouxs Arch Dev Biol. 1991 Sep;200(4):223-229 PMID: 28305970
  56. Role of microRNAs in plant and animal development.
    Science. 2003 Jul 18;301(5631):336-8 PMID: 12869753
  57. Functional siRNAs and miRNAs exhibit strand bias.
    Cell. 2003 Oct 17;115(2):209-16 PMID: 14567918
  58. Serum response factor regulates a muscle-specific microRNA that targets Hand2 during cardiogenesis.
    Nature. 2005 Jul 14;436(7048):214-20 PMID: 15951802
  59. New microRNAs from mouse and human.
    RNA. 2003 Feb;9(2):175-9 PMID: 12554859
  60. Cloning and characterization of microRNAs from rice.
    Plant Cell. 2005 May;17(5):1397-411 PMID: 15805478
  61. Prediction of mammalian microRNA targets.
    Cell. 2003 Dec 26;115(7):787-98 PMID: 14697198
  62. Differences in vertebrate microRNA expression.
    Proc Natl Acad Sci U S A. 2006 Sep 26;103(39):14385-9 PMID: 16983084
  63. Cloning of cDNAs encoding Bombyx homologues of Cdc2 and Cdc2-related kinase from eggs.
    Insect Mol Biol. 1997 May;6(2):131-41 PMID: 9099577
  64. Computational prediction of miRNAs in Arabidopsis thaliana.
    Genome Res. 2005 Jan;15(1):78-91 PMID: 15632092
  65. Vertebrate microRNA genes.
    Science. 2003 Mar 7;299(5612):1540 PMID: 12624257
  66. SV40-encoded microRNAs regulate viral gene expression and reduce susceptibility to cytotoxic T cells.
    Nature. 2005 Jun 2;435(7042):682-6 PMID: 15931223
  67. Gapped BLAST and PSI-BLAST: a new generation of protein database search programs.
    Nucleic Acids Res. 1997 Sep 1;25(17):3389-402 PMID: 9254694
  68. A diverse and evolutionarily fluid set of microRNAs in Arabidopsis thaliana.
    Genes Dev. 2006 Dec 15;20(24):3407-25 PMID: 17182867
  69. Computational prediction of microRNA genes in silkworm genome.
    J Zhejiang Univ Sci B. 2006 Oct;7(10):806-16 PMID: 16972323
  70. Molecular cloning of Bombyx cerebral opsin (Boceropsin) and cellular localization of its expression in the silkworm brain.
    Biochem Biophys Res Commun. 2001 Sep 14;287(1):27-34 PMID: 11549248
  71. Asymmetry in the assembly of the RNAi enzyme complex.
    Cell. 2003 Oct 17;115(2):199-208 PMID: 14567917
  72. Sequence variation of MicroRNAs and their binding sites in Arabidopsis.
    Plant Physiol. 2008 Apr;146(4):1974-82 PMID: 18305205
  73. miRBase: microRNA sequences, targets and gene nomenclature.
    Nucleic Acids Res. 2006 Jan 1;34(Database issue):D140-4 PMID: 16381832
  74. MicroRNAs: genomics, biogenesis, mechanism, and function.
    Cell. 2004 Jan 23;116(2):281-97 PMID: 14744438
  75. Regulation by let-7 and lin-4 miRNAs results in target mRNA degradation.
    Cell. 2005 Aug 26;122(4):553-63 PMID: 16122423
  76. miRNAs control gene expression in the single-cell alga Chlamydomonas reinhardtii.
    Nature. 2007 Jun 28;447(7148):1126-9 PMID: 17538623
  77. Identification of microRNAs and other tiny noncoding RNAs by cDNA cloning.
    Methods Mol Biol. 2004;265:131-58 PMID: 15103073
  78. Rfam: annotating non-coding RNAs in complete genomes.
    Nucleic Acids Res. 2005 Jan 1;33(Database issue):D121-4 PMID: 15608160
  79. Identification of Drosophila MicroRNA targets.
    PLoS Biol. 2003 Dec;1(3):E60 PMID: 14691535
  80. The developmental miRNA profiles of zebrafish as determined by small RNA cloning.
    Genes Dev. 2005 Jun 1;19(11):1288-93 PMID: 15937218
  81. A novel microarray approach reveals new tissue-specific signatures of known and predicted mammalian microRNAs.
    Nucleic Acids Res. 2007;35(7):e52 PMID: 17355992
  82. Mechanisms of gene silencing by double-stranded RNA.
    Nature. 2004 Sep 16;431(7006):343-9 PMID: 15372041
Article Info
Journal
PloS one
Abbr.
PLoS One
ISSN
1932-6203
Published
2008-08-20
Epub
2008-00-20
Pages
e2997
Language
English
Region
United States
NLM ID
101285081
PMCID
PMC2500172
Subset
IM
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: product@genelibs.com