Back

Characterization of splice isoform switching during human kidney development

Wineberg, Y.; Kanter, I.; Ben-Haim, N.; Pode-Shakked, N.; Bucris, E.; Bar-Lev, T. H.; Oriel, S.; Yehuda, Y.; Gershon, R.; Shukrun, R.; Bar-Lev, D. D.; Urbach, A.; Dekel, B.; Kalisky, T.

2019-10-24 genomics
10.1101/816371 bioRxiv
Show abstract

Nephrons are the functional units of the kidney. During kidney development, cells from the cap mesenchyme - a transient kidney-specific progenitor state - undergo a mesenchymal to epithelial transition (MET) and subsequently differentiate into the various epithelial cell types that create the tubular structures of the nephron. Faults in this transition can lead to a pediatric malignancy of the kidney called Wilms tumor that mimics normal kidney development. While kidney development has been characterized at the gene expression level, a comprehensive characterization of alternative splicing is lacking. We therefore performed RNA sequencing on cell populations representing early, intermediate, and late developmental stages of the human fetal kidney, as well as three blastemal-predominant Wilms tumor patient-derived xenografts. We identified a set of transcripts that are alternatively spliced between the different developmental stages. Moreover, we found that cells from the earliest developmental stage have a mesenchymal splice-isoform profile that is similar to that of blastemal-predominant Wilms tumors. RNA binding motif enrichment analysis suggests that the mRNA binding proteins ESRP1, ESRP2, RBFOX2, and QKI regulate mRNA splice isoform switching during human kidney development. These findings illuminate new molecular mechanisms involved in kidney development and pediatric kidney tumors.\n\nHIGHLIGHTSO_LIDuring fetal kidney development, kidney progenitor cells undergo a mesenchymal to epithelial transition (MET) and subsequently differentiate into the various epithelial cell types that create the tubular structures of the nephron.\nC_LIO_LIRNA sequencing identifies a set of transcripts that undergo splice isoform switching during the mesenchymal to epithelial transition (MET) that occurs in the course of human fetal kidney development.\nC_LIO_LICells in the early stages of kidney development have a mesenchymal splice-isoform profile that is similar to that observed in blastemal-predominant Wilms tumor patient-derived xenografts (WT-PDX) that represent an aggressive subtype of Wilms tumors.\nC_LIO_LIRNA binding motif enrichment analysis indicates that the mRNA binding proteins ESRP1, ESRP2, RBFOX2, and QKI regulate splice isoform switching during human kidney development.\nC_LI

Matching journals

The top 7 journals account for 50% of the predicted probability mass.

50% of probability mass above

"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.