Iso-Seq enables discovery of novel isoform variants in human retina at single cell resolution
Wang, L.; Urrutia-Cabrera, D.; Hung, S. S.-C.; Hewitt, A. W.; Lukowski, S. W.; Foord, C.; Wang, P.-Y.; Tilgner, H.; Wong, R.
Show abstract
Recent single cell transcriptomic profiling of the human retina provided important insights into the genetic signals in heterogeneous retinal cell populations that enable vision. However, conventional single cell RNAseq with 3 short-read sequencing is not suitable to identify isoform variants. Here we utilized Iso-Seq with full-length sequencing to profile the human retina at single cell resolution for isoform discovery. We generated a retina transcriptome dataset consisting of 25,302 nuclei from three donor retina, and detected 49,710 known transcripts and 241,949 novel transcripts across major retinal cell types. We surveyed the use of alternative promoters to drive transcript variant expression, and showed that 1-8% of genes utilized multiple promoters across major retinal cell types. Also, our results enabled gene expression profiling of novel transcript variants for inherited retinal disease (IRD) genes, and identified differential usage of exon splicing in major retinal cell types. Altogether, we generated a human retina transcriptome dataset at single cell resolution with full-length sequencing. Our study highlighted the potential of Iso-Seq to map the isoform diversity in the human retina, providing an expanded view of the complex transcriptomic landscape in the retina.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Variants in NR6A1 cause a novel oculo-vertebral-renal (OVR) syndrome 95%
- Integrating genetic regulation and single-cell expression with GWAS prioritizes causal genes and cell types for glaucoma 94%
- Autophagy disruption and mitochondrial stress precede photoreceptor necroptosis in multiple mouse models of inherited retinal disorders. 94%
Similar papers in this journal
- Heterochronic transcription factor expression drives cone-dominant retina development in 13-lined ground squirrels. 97%
- Probe-Seq enables transcriptional profiling of specific cell types from heterogeneous tissue by RNA-based isolation 97%
- Missense mutations in CRX homeodomain cause dominant retinopathies through two distinct mechanisms 96%
Similar papers in this journal
Similar papers in this journal
- Identification of genetic factors influencing metabolic dysregulation and retinal support for MacTel, a retinal disorder 95%
- Self-organization, quality control, and preclinical studies of human iPSC-derived retinal sheets for tissue-transplantation therapy 94%
- Targeted Transcriptome Analysis using Synthetic Long Read Sequencing Uncovers Isoform Reprograming in the Progression of Colon Cancer 93%
Similar papers in this journal
- Integrating short-read and long-read single-cell RNA sequencing for comprehensive transcriptome profiling in mouse retina 96%
- Whole-genome analysis of noncoding genetic variations identifies multigranular regulatory element perturbations associated with Hirschsprung disease 93%
- Measuring X inactivation skew for retinal diseases with adaptive nanopore sequencing 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.