AUTHOR=Wang Bo , Kumar Vivek , Olson Andrew , Ware Doreen TITLE=Reviving the Transcriptome Studies: An Insight Into the Emergence of Single-Molecule Transcriptome Sequencing JOURNAL=Frontiers in Genetics VOLUME=Volume 10 - 2019 YEAR=2019 URL=https://www.frontiersin.org/journals/genetics/articles/10.3389/fgene.2019.00384 DOI=10.3389/fgene.2019.00384 ISSN=1664-8021 ABSTRACT=Advances in transcriptomics have provided an exceptional opportunity to study functional implications of the genetic variability. Technologies such as RNA-Seq have emerged as state-of-the-art techniques for transcriptome analysis that take advantage of high-throughput next-generation sequencing. However, similar to their predecessors, these approaches continue to impose major challenges on full-length transcript structure identification, primarily due to inherent limitations of read length. With the development of single-molecule sequencing from PacBio, a growing number of studies on the transcriptome of different organisms have been reported. Single-molecule sequencing has emerged as advantageous for comprehensive genome annotation including identification of novel genes/isoforms, long non-coding RNAs and fusion transcripts. This approach can be used across a broad spectrum of species to better interpret the coding information of the genome, and facilitate the biological function study. We provide an overview of single-molecule sequencing platform and its diverse applications in various biological studies, and our perspective on the challenges associated with the transcriptome studies.