Abstract
Understanding the role of transcript isoforms is essential for elucidating disease mechanisms. TDP-43 regulates RNA splicing, and its dysfunction in neurons is a hallmark of some neurodegenerative diseases, including amyotrophic lateral sclerosis (ALS) and frontotemporal degeneration (FTD). While an association between TDP-43-dependent cryptic exons and disease pathogenesis has been suggested, an approach to investigate how cryptic exons disrupt transcript isoforms has yet to be established. In this study, we developed IsoRefiner, a novel method for identifying full-length transcript structures using long-read RNA-seq. Leveraging this method, we performed long-read RNA-seq, guided by prior short-read RNA-seq, to comprehensively determine the full-length structures of aberrant transcripts due to TDP-43 dysregulation in human iPSC-derived motor neurons. We identified a novel TDP-43-dependent cryptic exon in the MNAT1 gene, along with its full-length transcript structure. Furthermore, we confirmed the presence of the MNAT1 cryptic exon in patients with ALS and FTD. Our findings deepen understanding of TDP-43 proteinopathy and advance splicing research.