TY - JOUR
T1 - Long-read Ribo-STAMP simultaneously measures transcription and translation with isoform resolution
AU - Jagannatha, Pratibha
AU - Tankka, Alexandra T.
AU - Lorenz, Daniel A.
AU - Yu, Tao
AU - Yee, Brian A.
AU - Brannan, Kristopher W.
AU - Zhou, Cathy J.
AU - Underwood, Jason G.
AU - Yeo, Gene W.
N1 - Publisher Copyright:
© 2024 Jagannatha et al.
PY - 2024/11
Y1 - 2024/11
N2 - Transcription and translation are intertwined processes in which mRNA isoforms are crucial intermediaries. However, methodological limitations in analyzing translation at the mRNA isoform level have left gaps in our understanding of critical biological processes. To address these gaps, we developed an integrated computational and experimental framework called long-read Ribo-STAMP (LR-Ribo-STAMP) that capitalizes on advancements in long-read sequencing and RNA-base editing–mediated technologies to simultaneously profile translation and transcription at both the gene and mRNA isoform levels. We also developed the EditsC metric to quantify editing and leverage the single-molecule, full-length transcript information provided by long-read sequencing. Here, we report concordance between gene-level translation profiles obtained with long-read and short-read Ribo-STAMP. We show that LR-Ribo-STAMP successfully profiles translation of mRNA isoforms and links regulatory features, such as upstream open reading frames (uORFs), to translation measurements. We apply LR-Ribo-STAMP to discovering translational differences at both the gene and isoform levels in a triple-negative breast cancer cell line under normoxia and hypoxia and find that LR-Ribo-STAMP effectively delineates orthogonal transcriptional and translation shifts between conditions. We also discover regulatory elements that distinguish translational differences at the isoform level. We highlight GRK6, in which hypoxia is observed to increase expression and translation of a shorter mRNA isoform, giving rise to a truncated protein without the AGC Kinase domain. Overall, LR-Ribo-STAMP is an important advance in our repertoire of methods that measures mRNA translation with isoform sensitivity.
AB - Transcription and translation are intertwined processes in which mRNA isoforms are crucial intermediaries. However, methodological limitations in analyzing translation at the mRNA isoform level have left gaps in our understanding of critical biological processes. To address these gaps, we developed an integrated computational and experimental framework called long-read Ribo-STAMP (LR-Ribo-STAMP) that capitalizes on advancements in long-read sequencing and RNA-base editing–mediated technologies to simultaneously profile translation and transcription at both the gene and mRNA isoform levels. We also developed the EditsC metric to quantify editing and leverage the single-molecule, full-length transcript information provided by long-read sequencing. Here, we report concordance between gene-level translation profiles obtained with long-read and short-read Ribo-STAMP. We show that LR-Ribo-STAMP successfully profiles translation of mRNA isoforms and links regulatory features, such as upstream open reading frames (uORFs), to translation measurements. We apply LR-Ribo-STAMP to discovering translational differences at both the gene and isoform levels in a triple-negative breast cancer cell line under normoxia and hypoxia and find that LR-Ribo-STAMP effectively delineates orthogonal transcriptional and translation shifts between conditions. We also discover regulatory elements that distinguish translational differences at the isoform level. We highlight GRK6, in which hypoxia is observed to increase expression and translation of a shorter mRNA isoform, giving rise to a truncated protein without the AGC Kinase domain. Overall, LR-Ribo-STAMP is an important advance in our repertoire of methods that measures mRNA translation with isoform sensitivity.
KW - Protein Biosynthesis
KW - Humans
KW - Open Reading Frames
KW - Cell Line, Tumor
KW - Transcription, Genetic
KW - Protein Isoforms/genetics
KW - RNA Isoforms/genetics
KW - RNA, Messenger/genetics
KW - Sequence Analysis, RNA/methods
UR - http://www.scopus.com/inward/record.url?scp=85209712177&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85209712177&partnerID=8YFLogxK
U2 - 10.1101/gr.279176.124
DO - 10.1101/gr.279176.124
M3 - Article
C2 - 38906680
AN - SCOPUS:85209712177
SN - 1088-9051
VL - 34
SP - 2012
EP - 2024
JO - Genome Research
JF - Genome Research
IS - 11
ER -