GSE126814
Quantitative Analysis of Wild Type and Neat1 -/- Cerebral Frontal Cortex Transcriptomes
Purpose: The goals of this study are to elucidate dowstream effects of  lnc RNA, Neat1 deletion in cerebral frontal cortex of adult mice by comparing Next-generation sequencing -derived  cortical transcriptome profiles (RNA-seq) between wild type and Neat1 knockout mice. Methods: Brain mRNA profiles of 2-4 moths-old wild-type (WT) and lnc RNA, Neat1 knockout (Neat1-/-) mice were generated by deep sequencing, using Illumina. Reads were mapped to mm10 reference genome using TopHat (version 2.0.9) and Bowtie (version 2.1.0), with the default parameters. Known iGenomes Ensembl mm10 were quantified by HTSeq (version 0.6.0) in intersection-strict mode. A sample-by-gene read count matrix was generated for all samples by the Ensembl genes. Scaling normalization to remove composition biases in sequencing data was applied to log(CPM) (read Counts Per Million total reads) using the trimmed mean of M-values (TMM) method. Results: RNA-seq showed near-complete depletion of Neat1 RNA levels. 1359 genes were differentially expressed in the frontal cortex of Neat1-/- mice. 25 of these differentially expressed genes withstood multiple testing corrections. Examination of RNA-seq data by principle component analysis showed two principle components that were mutually uncorrelated and orthogonal. Hierarchical cluster tree analysis showed that joined nodes from Neat1-/- samples were distanced from control subset cluster confirming the results of the PCA. Conclusions: Analyses of differentially expressed gene signature from NEAT1-/- mice revealed a significant impact on processes related to oligodendrocyte differentiation and RNA post-transcriptional modification with the underlying mechanisms involving Wnt signaling, cell contact interactions, and regulation of cholesterol/lipid metabolism. Overall design: Cerebral frontal cortex mRNA profiles of 2-4 months old wild type (WT) and Neat1 -/- mice (all females) were generated by deep sequencing (N=5 controls; N=4 Neat1 knockout).