Noncoding RNA in the transcriptional landscape of human neural progenitor cell differentiation

被引:9
作者
Hecht, Patrick M. [1 ]
Ballesteros-Yanez, Inmaculada [2 ]
Grepo, Nicole [1 ]
Knowles, James A. [1 ,3 ]
Campbell, Daniel B. [1 ,3 ]
机构
[1] Univ So Calif, Keck Sch Med, Zilkha Neurogenet Inst, Los Angeles, CA 90033 USA
[2] Univ Castilla La Mancha, Fac Med, CRIB, Dept Inorgan Organ Chem & Biochem, E-13071 Ciudad Real, Spain
[3] Univ So Calif, Keck Sch Med, Dept Psychiat & Behav Sci, Los Angeles, CA 90033 USA
基金
美国国家卫生研究院;
关键词
noncoding RNA; neuronal progenitor; neural differentiation; RNA-sequencing; WGCNA; EMBRYONIC STEM-CELLS; EXPRESSION CHANGES; GENE-EXPRESSION; HUMAN GENOME; LONG; MICRORNA; TISSUE; SCHIZOPHRENIA; PROFILES; ELEMENTS;
D O I
10.3389/fnins.2015.00392
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Increasing evidence suggests that noncoding RNAs play key roles in cellular processes, particularly in the brain. The present study used RNA sequencing to identify the transcriptional landscape of two human neural progenitor cell lines, SK-N-SH and ReNcell CX, as they differentiate into human cortical projection neurons. Protein coding genes were found to account for 54.8 and 57.0% of expressed genes, respectively, and alignment of RNA sequencing reads revealed that only 25.5-28.1% mapped to exonic regions of the genome. Differential expression analysis in the two cell lines identified altered gene expression in both protein coding and noncoding RNAs as they undergo neural differentiation with 222 differentially expressed genes observed in SK-N-SH cells and 19 differentially expressed genes in ReNcell CX. Interestingly, genes showing differential expression in SK-N-SH cells are enriched in genes implicated in autism spectrum disorder, but not in gene sets related to cancer or Alzheimer's disease. Weighted gene co-expression network analysis (WGCNA) was used to detect modules of co-expressed protein coding and noncoding RNAs in SK-N-SH cells and found four modules to be associated with neural differentiation. These modules contain varying levels of noncoding RNAs ranging from 10.7 to 49.7% with gene ontology suggesting roles in numerous cellular processes important for differentiation. These results indicate that noncoding RNAs are highly expressed in human neural progenitor cells and likely hold key regulatory roles in gene networks underlying neural differentiation and neurodevelopmental disorders.
引用
收藏
页数:11
相关论文
共 48 条
[1]   SFARI Gene 2.0: a community-driven knowledgebase for the autism spectrum disorders (ASDs) [J].
Abrahams, Brett S. ;
Arking, Dan E. ;
Campbell, Daniel B. ;
Mefford, Heather C. ;
Morrow, Eric M. ;
Weiss, Lauren A. ;
Menashe, Idan ;
Wadkins, Tim ;
Banerjee-Basu, Sharmila ;
Packer, Alan .
MOLECULAR AUTISM, 2013, 4
[2]   Temporal expression changes during differentiation of neural stem cells derived from mouse embryonic stem cell [J].
Ahn, JI ;
Lee, KH ;
Shin, DM ;
Shim, JW ;
Kim, CM ;
Kim, H ;
Lee, SH ;
Lee, YS .
JOURNAL OF CELLULAR BIOCHEMISTRY, 2004, 93 (03) :563-578
[3]   Defining a developmental path to neural fate by global expression profiling of mouse embryonic stem cells and adult neural stem/progenitor cells [J].
Aiba, Kazuhiro ;
Sharov, Alexei A. ;
Carter, Mark G. ;
Foroni, Chiara ;
Vescovi, Angelo L. ;
Ko, Minoru S. H. .
STEM CELLS, 2006, 24 (04) :889-895
[4]   Integrating the roles of long and small non-coding RNA in brain function and disease [J].
Barry, G. .
MOLECULAR PSYCHIATRY, 2014, 19 (04) :410-416
[5]   The long non-coding RNA Gomafu is acutely regulated in response to neuronal activation and involved in schizophrenia-associated alternative splicing [J].
Barry, G. ;
Briggs, J. A. ;
Vanichkina, D. P. ;
Poth, E. M. ;
Beveridge, N. J. ;
Ratnu, V. S. ;
Nayler, S. P. ;
Nones, K. ;
Hu, J. ;
Bredy, T. W. ;
Nakagawa, S. ;
Rigo, F. ;
Taft, R. J. ;
Cairns, M. J. ;
Blackshaw, S. ;
Wolvetang, E. J. ;
Mattick, J. S. .
MOLECULAR PSYCHIATRY, 2014, 19 (04) :486-494
[6]   A long nuclear-retained non-coding RNA regulates synaptogenesis by modulating gene expression [J].
Bernard, Delphine ;
Prasanth, Kannanganattu V. ;
Tripathi, Vidisha ;
Colasse, Sabrina ;
Nakamura, Tetsuya ;
Xuan, Zhenyu ;
Zhang, Michael Q. ;
Sedel, Frederic ;
Jourdren, Laurent ;
Coulpier, Fanny ;
Triller, Antoine ;
Spector, David L. ;
Bessis, Alain .
EMBO JOURNAL, 2010, 29 (18) :3082-3093
[7]   Systematic meta-analyses of Alzheimer disease genetic association studies: the AlzGene database [J].
Bertram, Lars ;
McQueen, Matthew B. ;
Mullin, Kristina ;
Blacker, Deborah ;
Tanzi, Rudolph E. .
NATURE GENETICS, 2007, 39 (01) :17-23
[8]   Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project [J].
Birney, Ewan ;
Stamatoyannopoulos, John A. ;
Dutta, Anindya ;
Guigo, Roderic ;
Gingeras, Thomas R. ;
Margulies, Elliott H. ;
Weng, Zhiping ;
Snyder, Michael ;
Dermitzakis, Emmanouil T. ;
Stamatoyannopoulos, John A. ;
Thurman, Robert E. ;
Kuehn, Michael S. ;
Taylor, Christopher M. ;
Neph, Shane ;
Koch, Christoph M. ;
Asthana, Saurabh ;
Malhotra, Ankit ;
Adzhubei, Ivan ;
Greenbaum, Jason A. ;
Andrews, Robert M. ;
Flicek, Paul ;
Boyle, Patrick J. ;
Cao, Hua ;
Carter, Nigel P. ;
Clelland, Gayle K. ;
Davis, Sean ;
Day, Nathan ;
Dhami, Pawandeep ;
Dillon, Shane C. ;
Dorschner, Michael O. ;
Fiegler, Heike ;
Giresi, Paul G. ;
Goldy, Jeff ;
Hawrylycz, Michael ;
Haydock, Andrew ;
Humbert, Richard ;
James, Keith D. ;
Johnson, Brett E. ;
Johnson, Ericka M. ;
Frum, Tristan T. ;
Rosenzweig, Elizabeth R. ;
Karnani, Neerja ;
Lee, Kirsten ;
Lefebvre, Gregory C. ;
Navas, Patrick A. ;
Neri, Fidencio ;
Parker, Stephen C. J. ;
Sabo, Peter J. ;
Sandstrom, Richard ;
Shafer, Anthony .
NATURE, 2007, 447 (7146) :799-816
[9]   The imprinted H19 noncoding RNA is a primary microRNA precursor [J].
Cai, Xuezhong ;
Cullen, Bryan R. .
RNA, 2007, 13 (03) :313-316
[10]   The transcriptional landscape of the mammalian genome [J].
Carninci, P ;
Kasukawa, T ;
Katayama, S ;
Gough, J ;
Frith, MC ;
Maeda, N ;
Oyama, R ;
Ravasi, T ;
Lenhard, B ;
Wells, C ;
Kodzius, R ;
Shimokawa, K ;
Bajic, VB ;
Brenner, SE ;
Batalov, S ;
Forrest, ARR ;
Zavolan, M ;
Davis, MJ ;
Wilming, LG ;
Aidinis, V ;
Allen, JE ;
Ambesi-Impiombato, X ;
Apweiler, R ;
Aturaliya, RN ;
Bailey, TL ;
Bansal, M ;
Baxter, L ;
Beisel, KW ;
Bersano, T ;
Bono, H ;
Chalk, AM ;
Chiu, KP ;
Choudhary, V ;
Christoffels, A ;
Clutterbuck, DR ;
Crowe, ML ;
Dalla, E ;
Dalrymple, BP ;
de Bono, B ;
Della Gatta, G ;
di Bernardo, D ;
Down, T ;
Engstrom, P ;
Fagiolini, M ;
Faulkner, G ;
Fletcher, CF ;
Fukushima, T ;
Furuno, M ;
Futaki, S ;
Gariboldi, M .
SCIENCE, 2005, 309 (5740) :1559-1563