In-depth characterisation of isoforms in control and Exp+ long-read RNA-seq data utilising SQANTI3 pipeline following stringent quality control. SQANTI3 subdivides splice junctions into known (present in reference transcriptome) and novel (not in reference transcriptome). Canonical splice junctions refer to the most common type of splice junction (GTAG, GCAG, ATAC)), while non-canonical refers to other rarer and tissue specific splice junctions with different donor and acceptor sites. SQANTI3 defines novel as genes or splice junctions that are absent from the reference transcriptome.