Activity-Dependent Human Brain Coding/Noncoding Gene Regulatory Networks

While most gene transcription yields RNA transcripts that code for proteins, a sizable proportion of the genome generates RNA transcripts that do not code for proteins, but may have important regulatory functions. The brain-derived neurotrophic factor (BDNF) gene, a key regulator of neuronal activity, is overlapped by a primate-specific, antisense long noncoding RNA (lncRNA) called BDNFOS. We demonstrate reciprocal patterns of BDNF and BDNFOS transcription in highly active regions of human neocortex removed as a treatment for intractable seizures. A genome-wide analysis of activity-dependent coding and noncoding human transcription using a custom lncRNA microarray identified 1288 differentially expressed lncRNAs, of which 26 had expression profiles that matched activity-dependent coding genes and an additional 8 were adjacent to or overlapping with differentially expressed protein-coding genes. The functions of most of these protein-coding partner genes, such as ARC, include long-term potentiation, synaptic activity, and memory. The nuclear lncRNAs NEAT1, MALAT1, and RPPH1, composing an RNAse P-dependent lncRNA-maturation pathway, were also upregulated. As a means to replicate human neuronal activity, repeated depolarization of SY5Y cells resulted in sustained CREB activation and produced an inverse pattern of BDNF-BDNFOS co-expression that was not achieved with a single depolarization. RNAi-mediated knockdown of BDNFOS in human SY5Y cells increased BDNF expression, suggesting that BDNFOS directly downregulates BDNF. Temporal expression patterns of other lncRNA-messenger RNA pairs validated the effect of chronic neuronal activity on the transcriptome and implied various lncRNA regulatory mechanisms. lncRNAs, some of which are unique to primates, thus appear to have potentially important regulatory roles in activity-dependent human brain plasticity.

[1]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[2]  J. Loeb,et al.  Layer-Specific CREB Target Gene Induction in Human Neocortical Epilepsy , 2012, The Journal of Neuroscience.

[3]  Jing Hua,et al.  Electrical, molecular and behavioral effects of interictal spiking in the rat , 2012, Neurobiology of Disease.

[4]  C. Wahlestedt,et al.  Inhibition of natural antisense transcripts in vivo results in gene-specific transcriptional upregulation , 2012, Nature Biotechnology.

[5]  J. Loeb Identifying targets for preventing epilepsy using systems biology , 2011, Neuroscience Letters.

[6]  S. Horvath,et al.  Transcriptomic Analysis of Autistic Brain Reveals Convergent Molecular Pathology , 2011, Nature.

[7]  D. Reinberg,et al.  The Polycomb complex PRC2 and its mark in life , 2011, Nature.

[8]  Trey Ideker,et al.  Cytoscape 2.8: new features for data integration and network visualization , 2010, Bioinform..

[9]  L. Maquat,et al.  lncRNAs transactivate Staufen1-mediated mRNA decay by duplexing with 3'UTRs via Alu elements , 2010, Nature.

[10]  Neil R Smalheiser,et al.  Endogenous siRNAs and noncoding RNA-derived small RNAs are expressed in adult mouse hippocampus and are up-regulated in olfactory discrimination training. , 2011, RNA.

[11]  J. Rinn,et al.  Large intergenic non-coding RNA-RoR modulates reprogramming of human induced pluripotent stem cells , 2010, Nature Genetics.

[12]  Jeannie T. Lee,et al.  The Long Noncoding RNA, Jpx, Is a Molecular Switch for X Chromosome Inactivation , 2010, Cell.

[13]  Chih-yuan Chiang,et al.  A Human MAP Kinase Interactome , 2010, Nature Methods.

[14]  T. Derrien,et al.  Long Noncoding RNAs with Enhancer-like Function in Human Cells , 2010, Cell.

[15]  Michael Q. Zhang,et al.  A long nuclear‐retained non‐coding RNA regulates synaptogenesis by modulating gene expression , 2010, EMBO Journal.

[16]  Howard Y. Chang,et al.  Genome-wide measurement of RNA secondary structure in yeast , 2010, Nature.

[17]  Leonard Lipovich,et al.  MacroRNA underdogs in a microRNA world: evolutionary, regulatory, and biomedical significance of mammalian long non-protein-coding RNA. , 2010, Biochimica et biophysica acta.

[18]  Leonard Lipovich,et al.  Genome-wide computational identification and manual annotation of human long noncoding RNA genes. , 2010, RNA.

[19]  C. Kanduri,et al.  Kcnq1ot1 noncoding RNA mediates transcriptional gene silencing by interacting with Dnmt1 , 2010, Development.

[20]  J. Loeb A human systems biology approach to discover new drug targets in epilepsy , 2010, Epilepsia.

[21]  T. Kingsbury,et al.  Caffeine modulates CREB-dependent gene expression in developing cortical neurons. , 2010, Biochemical and biophysical research communications.

[22]  J. Laterra,et al.  Cyr61 mediates hepatocyte growth factor-dependent tumor cell growth, migration, and Akt activation. , 2010, Cancer research.

[23]  P. Robson,et al.  Conserved long noncoding RNAs transcriptionally regulated by Oct4 and Nanog modulate pluripotency in mouse embryonic stem cells. , 2010, RNA.

[24]  L. Lipovich,et al.  Global discovery of primate-specific genes in the human genome , 2009, Proceedings of the National Academy of Sciences.

[25]  J. Rinn,et al.  Many human large intergenic noncoding RNAs associate with chromatin-modifying complexes and affect gene expression , 2009, Proceedings of the National Academy of Sciences.

[26]  D. Geschwind,et al.  Functional and Evolutionary Insights into Human Brain Development through Global Transcriptome Analysis , 2009, Neuron.

[27]  Paulo P. Amaral,et al.  MEN epsilon/beta nuclear-retained non-coding RNAs are up-regulated upon muscle differentiation and are essential components of paraspeckles. , 2009, Genome research.

[28]  Jeffrey A. Loeb,et al.  What Goes in is What Comes Out: How to Design and Implement a Successful Microarray Experiment , 2009 .

[29]  David L. Spector,et al.  3′ End Processing of a Long Nuclear-Retained Noncoding RNA Yields a tRNA-like Cytoplasmic RNA , 2008, Cell.

[30]  Tim R. Mercer,et al.  Differentiating Protein-Coding and Noncoding RNA: Challenges and Ambiguities , 2008, PLoS Comput. Biol..

[31]  K. Morris,et al.  Bidirectional Transcription Directs Both Transcriptional Gene Activation and Suppression in Human Cells , 2008, PLoS genetics.

[32]  Nikolaos Mellios,et al.  A set of differentially expressed miRNAs, including miR-30a-5p, act as post-transcriptional inhibitors of BDNF in prefrontal cortex. , 2008, Human molecular genetics.

[33]  D. Corey,et al.  Antisense transcripts are targets for activating small RNAs , 2008, Nature Structural &Molecular Biology.

[34]  Károly Mirnics,et al.  Immune transcriptome alterations in the temporal cortex of subjects with autism , 2008, Neurobiology of Disease.

[35]  W. Mellado,et al.  BDNF activates CaMKIV and PKA in parallel to block MAG-mediated inhibition of neurite outgrowth , 2008, Molecular and Cellular Neuroscience.

[36]  D. Waxman,et al.  Liver-specific hepatocyte nuclear factor-4alpha deficiency: greater impact on gene expression in male than in female mouse liver. , 2008, Molecular endocrinology.

[37]  Yinghui Hu,et al.  BDNF and the diseased nervous system: a delicate balance between adaptive and pathological processes of gene regulation , 2008, Journal of neurochemistry.

[38]  A. Feinberg,et al.  Epigenetic silencing of tumour suppressor gene p15 by its antisense RNA , 2008, Nature.

[39]  Rajeev Agarwal,et al.  Activity‐dependent Gene Expression Correlates with Interictal Spiking in Human Neocortical Epilepsy , 2007, Epilepsia.

[40]  Tamara Aid,et al.  Dissecting the human BDNF locus: Bidirectional transcription, complex splicing, and multiple promoters☆ , 2007, Genomics.

[41]  M. Takeichi,et al.  The mRNA-like noncoding RNA Gomafu constitutes a novel nuclear domain in a subset of neurons , 2007, Journal of Cell Science.

[42]  N. Jarrous,et al.  Human RNase P: a tRNA-processing enzyme and transcription factor , 2007, Nucleic acids research.

[43]  Piero Carninci,et al.  Noncoding RNA transcription beyond annotated genes. , 2007, Current opinion in genetics & development.

[44]  Kaia Palm,et al.  Mouse and rat BDNF gene structure and expression revisited , 2006, Journal of neuroscience research.

[45]  G. Churchill,et al.  Statistical design and the analysis of gene expression microarray data. , 2007, Genetical research.

[46]  Vladimir A. Kuznetsov,et al.  Quality Assessment of the Affymetrix U133A&B Probesets by Target Sequence Mapping and Expression Data Analysis , 2007, Silico Biol..

[47]  J. Mattick,et al.  Non-coding RNA. , 2006, Human molecular genetics.

[48]  Sin Lam Tan,et al.  Complex Loci in Human and Mouse Genomes , 2006, PLoS genetics.

[49]  E. Nestler,et al.  Sustained hippocampal chromatin regulation in a mouse model of depression and antidepressant action , 2006, Nature Neuroscience.

[50]  Lin Lu,et al.  Rodent BDNF genes, novel promoters, novel splice variants, and regulation by cocaine , 2006, Brain Research.

[51]  Sorin Draghici,et al.  A common pattern of persistent gene activation in human neocortical epileptic foci , 2005, Annals of neurology.

[52]  S. Batalov,et al.  Antisense Transcription in the Mammalian Transcriptome , 2005, Science.

[53]  F. Dudek,et al.  Do Interictal Spikes Drive Epileptogenesis? , 2005, The Neuroscientist : a review journal bringing neurobiology, neurology and psychiatry.

[54]  H. Scharfman,et al.  Brain-derived neurotrophic factor. , 2004, Growth factors.

[55]  Bin Yao,et al.  Accuracy of cDNA microarray methods to detect small gene expression changes induced by neuregulin on breast epithelial cells , 2004, BMC Bioinformatics.

[56]  Terry Speed,et al.  Normalization of cDNA microarray data. , 2003, Methods.

[57]  Michael Thomas,et al.  MALAT-1, a novel noncoding RNA, and thymosin β4 predict metastasis and survival in early-stage non-small cell lung cancer , 2003, Oncogene.

[58]  Eric C. Griffith,et al.  Regulation of transcription factors by neuronal activity , 2002, Nature Reviews Neuroscience.

[59]  W. J. Kent,et al.  BLAT--the BLAST-like alignment tool. , 2002, Genome research.

[60]  Alcino J. Silva,et al.  Genetic approaches to molecular and cellular cognition: a focus on LTP and learning and memory. , 2002, Annual review of genetics.

[61]  John M. Greally,et al.  Short interspersed transposable elements (SINEs) are excluded from imprinted regions in the human genome , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[62]  Russell D. Wolfinger,et al.  The contributions of sex, genotype and age to transcriptional variance in Drosophila melanogaster , 2001, Nature Genetics.

[63]  E. Kandel The Molecular Biology of Memory Storage: A Dialogue Between Genes and Synapses , 2001, Science.

[64]  G. Churchill,et al.  Experimental design for gene expression microarrays. , 2001, Biostatistics.

[65]  H. Scharfman,et al.  BDNF and epilepsy: too much of a good thing? , 2001, Trends in Neurosciences.

[66]  Pierre R. Bushel,et al.  Assessing Gene Significance from cDNA Microarray Expression Data via Mixed Models , 2001, J. Comput. Biol..

[67]  Y. Barde,et al.  Neurotrophins: key regulators of cell fate and cell shape in the vertebrate nervous system. , 2000, Genes & development.

[68]  M. Ko,et al.  Genome-wide expression profiling of mid-gestation placenta and embryo using a 15,000 mouse developmental cDNA microarray. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[69]  K. Inokuchi,et al.  Identification and Cataloging of Genes Induced by Long‐Lasting Long‐Term Potentiation in Awake Rats , 2000, Journal of neurochemistry.

[70]  Gary A. Churchill,et al.  Analysis of Variance for Gene Expression Microarray Data , 2000, J. Comput. Biol..

[71]  T. Herdegen,et al.  Inducible and constitutive transcription factors in the mammalian nervous system: control of gene expression by Jun, Fos and Krox, and CREB/ATF proteins , 1998, Brain Research Reviews.

[72]  Steven Finkbeiner,et al.  Ca2+ Influx Regulates BDNF Transcription by a CREB Family Transcription Factor-Dependent Mechanism , 1998, Neuron.

[73]  C. Shatz,et al.  Synaptic Activity and the Construction of Cortical Circuits , 1996, Science.

[74]  R. Littell SAS System for Mixed Models , 1996 .

[75]  R. Duman,et al.  Regulation of BDNF and trkB mRNA in rat brain by chronic electroconvulsive seizure and antidepressant drug treatments , 1995, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[76]  O. Lindvall,et al.  Neurotrophins and brain insults , 1994, Trends in Neurosciences.

[77]  O. Lindvall,et al.  Increased levels of messenger RNAs for neurotrophic factors in the brain during kindling epileptogenesis , 1991, Neuron.

[78]  M. Huntsman,et al.  BDNF mRNA expression is increased in adult rat forebrain after limbic seizures: Temporal patterns of induction distinct from NGF , 1991, Neuron.

[79]  M. Greenberg,et al.  Membrane depolarization and calcium induce c-fos transcription via phosphorylation of transcription factor CREB , 1990, Neuron.