Cell Reports · 2016 · 152 citations · 59 references
Life SciencesDevelopmental BiologyMolecular BiologyCell DifferentiationGene ExpressionGene Regulatory NetworksDevelopmental EpigeneticsDevelopmental TranscriptomicsEpigenetic Regulation In DevelopmentNeural DevelopmentPhotoreceptor DifferentiationRetinal DevelopmentExpression ProfilingGene Regulation In PhotoreceptorsNrl-mediated Rod SpecificationPhotoreceptor Cell Fate SpecificationRod Photoreceptor DifferentiationTemporal Gene Expression PatternsTranscription Factors In PhotoreceptorsTranscriptome Dynamics
Gene regulatory networks (GRNs) guiding differentiation of cell types and cell assemblies in the nervous system are poorly understood because of inherent complexities and interdependence of signaling pathways. Here, we report transcriptome dynamics of differentiating rod photoreceptors in the mammalian retina. Given that the transcription factor NRL determines rod cell fate, we performed expression profiling of developing NRL-positive (rods) and NRL-negative (S-cone-like) mouse photoreceptors. We identified a large-scale, sharp transition in the transcriptome landscape between postnatal days 6 and 10 concordant with rod morphogenesis. Rod-specific temporal DNA methylation corroborated gene expression patterns. De novo assembly and alternative splicing analyses revealed previously unannotated rod-enriched transcripts and the role of NRL in transcript maturation. Furthermore, we defined the relationship of NRL with other transcriptional regulators and downstream cognate effectors. Our studies provide the framework for comprehensive system-level analysis of the GRN underlying the development of a single sensory neuron, the rod photoreceptor.
59
WGCNA: an R package for weighted correlation network analysis
Peter Langfelder, Steve Horvath · BMC Bioinformatics · 2008 · 29.1K citations · Full text
A global reference for human genetic variation
Richard Durbin, Peter Donnelly, Paul Flicek et al. · Nature · 2015 · 20K citations · Full text
The Pfam Protein Families Database
Alex Bateman · Nucleic Acids Research · 2002 · 14.2K citations · Full text
Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets
Evan Z. Macosko, Anindita Basu, Rahul Satija et al. · Cell · 2015 · 7.8K citations · Full text