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High-throughput RNA sequencing (RNA-seq)  is becoming a technology of choice for transcriptome analyses. It  allows us to reduce the sequencing cost and significantly increase data throughput, but it is computationally challenging to use such data for reconstructing full-length transcripts and accurately estimating their abundances across all cell types. The common applications of RNA-seq are gene and transcript expression levels estimation, transcriptome discovery, and reconstruction.