Individual mRNA expression profiles reveal the effects of specific microRNAs

被引:41
作者
Arora, Amit [1 ]
Simpson, David A. C. [1 ]
机构
[1] Queens Univ Belfast, Royal Victoria Hosp, Inst Clin Sci, Ctr Vis Sci, Belfast BT12 6BA, Antrim, North Ireland
关键词
D O I
10.1186/gb-2008-9-5-r82
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: MicroRNAs (miRNAs) are oligoribonucleotides with an important role in regulation of gene expression at the level of translation. Despite imperfect target complementarity, they can also significantly reduce mRNA levels. The validity of miRNA target gene predictions is difficult to assess at the protein level. We sought, therefore, to determine whether a general lowering of predicted target gene mRNA expression by endogenous miRNAs was detectable within microarray gene expression profiles. Results: The target gene sets predicted for each miRNA were mapped onto known gene expression data from a range of tissues. Whether considering mean absolute target gene expression, rank sum tests or 'ranked ratios', many miRNAs with significantly reduced target gene expression corresponded to those known to be expressed in the cognate tissue. Expression levels of miRNAs with reduced target mRNA levels were higher than those of miRNAs with no detectable effect on mRNA expression. Analysis of microarray data gathered after artificial perturbation of expression of a specific miRNA confirmed the predicted increase or decrease in influence of the altered miRNA upon mRNA levels. Strongest associations were observed with targets predicted by TargetScan. Conclusion: We have demonstrated that the effect of a miRNA on its target mRNAs' levels can be measured within a single gene expression profile. This emphasizes the extent of this mode of regulation in vivo and confirms that many of the predicted miRNA-mRNA interactions are correct. The success of this approach has revealed the vast potential for extracting information about miRNA function from gene expression profiles.
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页数:16
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共 46 条
[11]   MicroRNA targeting specificity in mammals: Determinants beyond seed pairing [J].
Grimson, Andrew ;
Farh, Kyle Kai-How ;
Johnston, Wendy K. ;
Garrett-Engele, Philip ;
Lim, Lee P. ;
Bartel, David P. .
MOLECULAR CELL, 2007, 27 (01) :91-105
[12]   Primary transcripts and expressions of mammal intergenic microRNAs detected by mapping ESTs to their flanking sequences [J].
Gu, Jin ;
He, Tao ;
Pei, Yunfei ;
Li, Fei ;
Wang, Xiaowo ;
Zhang, Jing ;
Zhang, Xuegong ;
Li, Yanda .
MAMMALIAN GENOME, 2006, 17 (10) :1033-1041
[13]   A polycistronic microRNA cluster, miR-17-92, is overexpressed in human lung cancers and enhances cell proliferation [J].
Hayashita, Y ;
Osada, H ;
Tatematsu, Y ;
Yamada, H ;
Yanagisawa, K ;
Tomida, S ;
Yatabe, Y ;
Kawahara, K ;
Sekido, Y ;
Takahashi, T .
CANCER RESEARCH, 2005, 65 (21) :9628-9632
[14]   The roles of binding site arrangement and combinatorial targeting in microRNA repression of gene expression [J].
Hon, Lawrence S. ;
Zhang, Zemin .
GENOME BIOLOGY, 2007, 8 (08)
[15]   Involvement of MicroRNA in AU-rich element-mediated mRNA instability [J].
Jing, Q ;
Huang, S ;
Guth, S ;
Zarubin, T ;
Motoyama, A ;
Chen, JM ;
Di Padova, F ;
Lin, SC ;
Gram, H ;
Han, JH .
CELL, 2005, 120 (05) :623-634
[16]   Human MicroRNA targets [J].
John, B ;
Enright, AJ ;
Aravin, A ;
Tuschl, T ;
Sander, C ;
Marks, DS .
PLOS BIOLOGY, 2004, 2 (11) :1862-1879
[17]   Silencing of microRNAs in vivo with 'antagomirs' [J].
Krützfeldt, J ;
Rajewsky, N ;
Braich, R ;
Rajeev, KG ;
Tuschl, T ;
Manoharan, M ;
Stoffel, M .
NATURE, 2005, 438 (7068) :685-689
[18]   A sequence-oriented comparison of gene expression measurements across different hybridization-based technologies [J].
Kuo, Winston Patrick ;
Liu, Fang ;
Trimarchi, Jeff ;
Punzo, Claudio ;
Lombardi, Michael ;
Sarang, Jasjit ;
Whipple, Mark E. ;
Maysuria, Malini ;
Serikawa, Kyle ;
Young Lee, Sun ;
McCrann, Donald ;
Kang, Jason ;
Shearstone, Jeffrey R. ;
Burke, Jocelyn ;
Park, Daniel J. ;
Wang, Xiaowei ;
Rector, Trent L. ;
Ricciardi-Castagnoli, Paola ;
Perrin, Steven ;
Choi, Sangdun ;
Bumgarner, Roger ;
Kim, Ju Han ;
Short, Glenn F., III ;
Freeman, Mason W. ;
Seed, Brian ;
Jensen, Roderick ;
Church, George M. ;
Hovig, Eivind ;
Cepko, Connie L. ;
Park, Peter ;
Ohno-Machado, Lucila ;
Jenssen, Tor-Kristian .
NATURE BIOTECHNOLOGY, 2006, 24 (07) :832-840
[19]   New microRNAs from mouse and human [J].
Lagos-Quintana, M ;
Rauhut, R ;
Meyer, J ;
Borkhardt, A ;
Tuschl, T .
RNA, 2003, 9 (02) :175-179
[20]   Identification of tissue-specific microRNAs from mouse [J].
Lagos-Quintana, M ;
Rauhut, R ;
Yalcin, A ;
Meyer, J ;
Lendeckel, W ;
Tuschl, T .
CURRENT BIOLOGY, 2002, 12 (09) :735-739