#39 · Transcriptomics
Transcriptome-wide resources and pipelines refine human RNA annotation and regulation
The dominant thread is computational infrastructure and reanalysis for transcriptome-scale data. A pan-transcriptome assembly yields a transcript-resolved human enhancer RNA catalogue of 36,536 transcripts, distributed as GTF and junction BED resources via eRNAkit. ORFannotate is a GTF-native Python tool that predicts ORFs from transcript models, reinserts exon-aware CDS and UTR features, and annotates Kozak sequences and uORFs. PARANOiD automates iCLIP and iCLIP2 read processing, including cross-link site calling and motif detection. On the biological side, a uniform reanalysis of 1,515 matched ribosome profiling and RNA-seq datasets from human and mouse examines translational buffering, and a model using RBP binding and sequence predicts neuron versus glia exon inclusion, with neuronal splicing reported as less sequence-dependent. Together these items connect expression, translation, and splicing regulation through reproducible, transcript-resolved analyses.
Published papers
Inferring gene-regulatory networks using epigenomic priors.
Proposes a GRN inference method using epigenomic priors from DNA methylation and chromatin accessibility, improving in-silico network accuracy across 12…
Decoding exon inclusion in the human brain reveals more divergent splicing mechanisms in neurons than glia.
Models using RBP binding and sequence predict neuron vs glia exon inclusion in human brain; neuronal splicing is less sequence-dependent.
Deep learning linking mechanistic models to single-cell transcriptomics data reveals transcriptional bursting in response to DNA damage.
DeepTX, a deep learning framework linking mechanistic transcription models to scRNA-seq, infers genome-wide burst kinetics and links DNA-damage-induced…
Preprints
Reconstructing the human enhancer RNA transcriptome
Pan-transcriptome assembly yields a transcript-resolved human eRNA catalogue (36,536 transcripts) with GTF and junction BED resources, released via eRNAkit.
Topic history
| Date | Rank |
|---|---|
| #39 |