MicroRNA Expression Profiling Reveals MiRNA Families Regulating Specific Biological Pathways in Mouse Frontal Cortex and Hippocampus

被引:63
作者
Juhila, Juuso [1 ,2 ,3 ]
Sipila, Tessa [2 ,3 ,4 ]
Icay, Katherine [2 ,3 ]
Nicorici, Daniel [1 ]
Ellonen, Pekka [1 ]
Kallio, Aleksi [5 ]
Korpelainen, Eija [5 ]
Greco, Dario [6 ]
Hovatta, Iiris [1 ,2 ,3 ,4 ]
机构
[1] Univ Helsinki, Inst Mol Med Finland FIMM, Helsinki, Finland
[2] Univ Helsinki, Res Programs Unit, Biomedicum Helsinki, Helsinki, Finland
[3] Univ Helsinki, Dept Med Genet, Haartman Inst, Helsinki, Finland
[4] Natl Inst Hlth & Welf, Dept Mental Hlth & Subst Abuse Serv, Helsinki, Finland
[5] IT Ctr Sci, CSC, Espoo, Finland
[6] Karolinska Inst, Dept Biosci & Nutr, Stockholm, Sweden
基金
芬兰科学院;
关键词
DIGITAL GENE-EXPRESSION; CENTRAL-NERVOUS-SYSTEM; DIFFERENTIAL EXPRESSION; ALZHEIMERS-DISEASE; PROBE LEVEL; ADULT; BRAIN; RNA; PATTERNS; MIRBASE;
D O I
10.1371/journal.pone.0021495
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
MicroRNAs (miRNAs) are small regulatory molecules that cause post-transcriptional gene silencing. Although some miRNAs are known to have region-specific expression patterns in the adult brain, the functional consequences of the region-specificity to the gene regulatory networks of the brain nuclei are not clear. Therefore, we studied miRNA expression patterns by miRNA-Seq and microarrays in two brain regions, frontal cortex (FCx) and hippocampus (HP), which have separate biological functions. We identified 354 miRNAs from FCx and 408 from HP using miRNA-Seq, and 245 from FCx and 238 from HP with microarrays. Several miRNA families and clusters were differentially expressed between FCx and HP, including the miR-8 family, miR-182 vertical bar miR-96 vertical bar miR-183 cluster, and miR-212 vertical bar miR-312 cluster overexpressed in FCx and miR-34 family overexpressed in HP. To visualize the clusters, we developed support for viewing genomic alignments of miRNA-Seq reads in the Chipster genome browser. We carried out pathway analysis of the predicted target genes of differentially expressed miRNA families and clusters to assess their putative biological functions. Interestingly, several miRNAs from the same family/cluster were predicted to regulate specific biological pathways. We have developed a miRNA-Seq approach with a bioinformatic analysis workflow that is suitable for studying miRNA expression patterns from specific brain nuclei. FCx and HP were shown to have distinct miRNA expression patterns which were reflected in the predicted gene regulatory pathways. This methodology can be applied for the identification of brain region-specific and phenotype-specific miRNA-mRNA-regulatory networks from the adult and developing rodent brain.
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页数:13
相关论文
共 64 条
[1]   Clustering and conservation patterns of human microRNAs [J].
Altuvia, Y ;
Landgraf, P ;
Lithwick, G ;
Elefant, N ;
Pfeffer, S ;
Aravin, A ;
Brownstein, MJ ;
Tuschl, T ;
Margalit, H .
NUCLEIC ACIDS RESEARCH, 2005, 33 (08) :2697-2706
[2]   Differences in vertebrate microRNA expression [J].
Ason, Brandon ;
Darnell, Diana K. ;
Wittbrodt, Beate ;
Berezikov, Eugene ;
Kloosterman, Wigard P. ;
Wittbrodt, Jochen ;
Antin, Parker B. ;
Plasterk, Ronald H. A. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (39) :14385-14389
[3]   MicroRNA expression in the adult mouse central nervous system [J].
Bak, Mads ;
Silahtaroglu, Asli ;
Moller, Morten ;
Christensen, Mette ;
Rath, Martin F. ;
Skryabin, Boris ;
Tommerup, Niels ;
Kauppinen, Sakari .
RNA, 2008, 14 (03) :432-444
[4]   Dopamine receptor signaling molecules are altered in elderly schizophrenic cortex [J].
Baracskay, Karen L. ;
Haroutunian, Vahram ;
Meador-Woodruff, James H. .
SYNAPSE, 2006, 60 (04) :271-279
[5]   MicroRNAs: Target Recognition and Regulatory Functions [J].
Bartel, David P. .
CELL, 2009, 136 (02) :215-233
[6]   Microarray profiling of microRNAs reveals frequent coexpression with neighboring miRNAs and host genes [J].
Baskerville, S ;
Bartel, DP .
RNA, 2005, 11 (03) :241-247
[7]  
Benjamini Y, 2001, ANN STAT, V29, P1165
[8]  
Brugg B, 1996, J NEUROCHEM, V66, P733
[9]   MicroRNAs modulate hematopoietic lineage differentiation [J].
Chen, CZ ;
Li, L ;
Lodish, HF ;
Bartel, DP .
SCIENCE, 2004, 303 (5654) :83-86
[10]   Dopaminergic abnormalities in select thalamic nuclei in schizophrenia: Involvement of the intracellular signal integrating proteins calcyon and spinophilin [J].
Clinton, SM ;
Ibrahim, HM ;
Frey, KA ;
Davis, KL ;
Haroutunian, V ;
Meador-Woodruff, JH .
AMERICAN JOURNAL OF PSYCHIATRY, 2005, 162 (10) :1859-1871