bioRxivGenomicsPreprint
What can Ribo-seq and proteomics tell us about the non-canonical proteome?
John R. PrensneriD, Jennifer G. AbeliniD, Leron W. KokiD, Karl R. ClauseriD, Jonathan M. MudgeiD, Jorge Ruiz‐OreraiD, Michal Bassani‐SternbergiD, Eric W. DeutschiD, Sebastiaan van HeeschiD
Abstract
Ribosome profiling (Ribo-seq) has proven transformative for our understanding of the human genome and proteome by illuminating thousands of non-canonical sites of ribosome translation outside of the currently annotated coding sequences (CDSs). A conservative estimate suggests that at least 7,000 non-canonical open reading frames (ORFs) are translated, which, at first glance, has the potential to expand the number of human protein-coding sequences by 30%, from [~]19,500 annotated CDSs to over 26,000. Yet, additional scrutiny of these ORFs has raised numerous questions about what fraction of them truly produce a protein product and what fraction of those can be understood as proteins according to conventional understanding of the term. Adding further complication is the fact that published estimates of non-canonical ORFs vary widely by around 30-fold, from several thousand to several hundred thousand. The summation of this research has left the genomics and proteomics communities both excited by the prospect of new coding regions in the human genome, but searching for guidance on how to proceed. Here, we discuss the current state of non-canonical ORF research, databases, and interpretation, focusing on how to assess whether a given ORF can be said to be "protein-coding". In briefThe human genome encodes thousands of non-canonical open reading frames (ORFs) in addition to protein-coding genes. As a nascent field, many questions remain regarding non-canonical ORFs. How many exist? Do they encode proteins? What level of evidence is needed for their verification? Central to these debates has been the advent of ribosome profiling (Ribo-seq) as a method to discern genome-wide ribosome occupancy, and immunopeptidomics as a method to detect peptides that are processed and presented by MHC molecules and not observed in traditional proteomics experiments. This article provides a synthesis of the current state of non-canonical ORF research and proposes standards for their future investigation and reporting. HighlightsO_LICombined use of Ribo-seq and proteomics-based methods enables optimal confidence in detecting non-canonical ORFs and their protein products. C_LIO_LIRibo-seq can provide more sensitive detection of non-canonical ORFs, but data quality and analytical pipelines will impact results. C_LIO_LINon-canonical ORF catalogs are diverse and span both high-stringency and low-stringency ORF nominations. C_LIO_LIA framework for standardized non-canonical ORF evidence will advance the research field. C_LI Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=107 SRC="FIGDIR/small/541049v1_ufig1.gif" ALT="Figure 1"> View larger version (28K): org.highwire.dtl.DTLVardef@4878d0org.highwire.dtl.DTLVardef@1f3c9e4org.highwire.dtl.DTLVardef@4ba1f7org.highwire.dtl.DTLVardef@17695a6_HPS_FORMAT_FIGEXP M_FIG C_FIG
- organism: human
- assay: Ribo-seq
- assay: proteomics
- research focus: benchmarking
- research focus: database / resource
- approach: statistical model
- approach: experimental assay
- Citations
- 10
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A community-driven roadmap to advance research on translated open reading frames detected by Ribo-seq
Jonathan M. Mudge, Jorge Ruiz‐Orera, … Sebastiaan van Heesch·Nature BiotechnologyPeer-reviewed·Jul 1, 2022
- A systematic evaluation revealed that detecting translated non-canonical ORFs from ribosome profiling data remains challenging
Tianyu Lei, Yue Chang, … Hong Zhang·Journal of genetics and genomics/Journal of Genetics and GenomicsPeer-reviewed·Sep 4, 2023
- High-quality peptide evidence for annotating non-canonical open reading frames as human proteins
Eric W. Deutsch, Leron W. Kok, … Sebastiaan van Heesch·NaturePeer-reviewed·May 6, 2026
- The Integration of Proteogenomics and Ribosome Profiling Circumvents Key Limitations to Increase the Coverage and Confidence of Novel Microproteins
Eduardo Vieira de Souza, Angie L. Bookout, … Alan Saghatelian·Nature CommunicationsPeer-reviewed·Aug 9, 2024
- Use of short-read RNA-Seq data to identify transcripts that can translate novel ORFs
Chaitanya Erady, Shraddha S. Puntambekar, Sudhakaran Prabakaran·bioRxiv·Mar 21, 2020
- Discovery of non-canonical proteins through modification-aware proteogenomics
Valeriia Vasylieva, Enrico Massignani, … Marie A. Brunet·bioRxiv·Aug 20, 2026