Expanding the human proteome with microproteins and peptideins

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Authors: Eric W. Deutsch, Leron W. Kok, Jonathan M. Mudge, Cristian F. Valls, Irwin Jungreis, Jorge Ruiz‐Orera, Zhi Sun, Ulrike Kusebauch, Ivo Fierro-Monti, Jennifer G. Abelin, M. Mar Albà, Julie L. Aspden
+52 more Sreejan Bandyopadhyay, Kaushik Banerjee, Pavel V. Baranov, Ariel A. Bazzini, Francis Bourassa, Elspeth A. Bruford, Lorenzo Calviello, Steven A. Carr, Anne‐Ruxandra Carvunis, Sonia Chothani, Jim Clauwaert, Kellie Dean, Pouya Faridi, Adam Frankish, Amy Goodale, Thomas Green, Norbert Hubner, Nicholas T. Ingolia, Manolis Kellis, Michele Magrane, Maria Jesus Martin, Thomas F. Martinez, Gerben Menschaert, Uwe Ohler, Sandra Orchard, Alisa Potter, Owen J. L. Rackham, Matthew G. Rees, David E. Root, Jennifer A. Roth, Xavier Roucou, Fernando J. Sialana, Sarah A. Slavoff, Michał Świrski, Jack A. S. Tierney, Félix-Antoine Trifiro, Eivind Valen, Valeriia Vasylieva, Aaron Wacholder, Shengbo Wang, Li Wang, Jonathan S. Weissman, Wei Wu, Zhi Xie, Jyoti S. Choudhary, Michal Bassani-Sternberg, Juan Antonio Vizcaíno, Nicola Ternette, Marie A. Brunet, Robert L. Moritz, John R. Prensner, Sebastiaan van Heesch
Cited by: 29
References: 91

Abstract

A major scientific drive is to characterize the protein-coding genome, which is a primary basis for studying human health. But the fundamental question remains of what has been missed in previous analyses. Over the past decade, the translation of non-canonical open reading frames (ncORFs) has been observed across human cell types and disease states1–3, with major implications for biomedical science. However, a key gap in knowledge has been which ncORFs produce small microproteins or alternative protein molecules that contribute to the human proteome. Here we report the collaborative efforts of the TransCODE Consortium4 to produce a consensus landscape of protein-level evidence for ncORFs. We show that about 25% of a set of 7,264 ncORFs gives rise to detectable peptides in a large-scale analysis of 95,520 proteomics experiments. We develop an annotation framework for ncORF-encoded microproteins as human proteins and codify the new conceptual model of ‘peptideins’ as microproteins that have indeterminate potential as functional proteins. To probe the biological implications of peptideins, we create an evolutionary analysis approach, termed ORF relative branch length (ORBL), and determine that evolutionary constraint is common and associates with observation of ncORF-derived peptides. We then characterize a pan-essential cellular phenotype for one peptidein from the OLMALINC long non-coding RNA. Overall, we generate public research tools supported by GENCODE and PeptideAtlas and advance biomedical discovery for understudied components of the human proteome. A large-scale proteomics analysis of the dark proteome by the TransCODE Consortium reveals many translated non-canonical open reading frames to encode microproteins and peptideins.

Fields of Study & Subjects

RNA and protein synthesis mechanisms Biomedical Text Mining and Ontologies Machine Learning in Bioinformatics

Publication details

Journal / source
Nature
Publisher
Springer Science and Business Media LLC
Volume
654
Issue
8119
Pages
813–825
Publication date
6 May 2026
Language
EN