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Updated: Jul 13, 2026

Mass Spectrometry-Based Proteomics Analyses Using the OpenProt Database to Unveil Novel Proteins Translated from Non-Canonical Open Reading Frames
Published on: April 11, 2019
Large-scale, multi-genome analysis of alternate open reading frames in bacteria and archaea
Felipe Veloso1, Gonzalo Riadi, Daniela Aliaga
1Laboratory and Bioinformatics and Genome Biology, Andrés Bello University and Millennium Institute of Fundamental and Applied Biology, Santiago, Chile.
Abstract:
Analysis of over 300,000 annotated genes in 105 bacterial and archaeal genomes reveals an unexpectedly high frequency of large (>300 nucleotides) alternate open reading frames (ORFs). Especially notable is the very high frequency of alternate ORFs in frames +3 and -1 (where the annotated gene is defined as frame +1). The occurrence of alternate ORFs is correlated with genomic G+C content and is strongly influenced by synonymous codon usage bias. The frequency of alternate ORFs in frame -1 is also influenced by the occurrence of codons encoding leucine and serine in frame +1. Although some alternate ORFs have been shown to encode proteins, many others are probably not expressed because they lack appropriate signals for transcription and translation. These latter can be mis-annotated by automatic gene finding programs leading to errors in public databases. Especially prone to mis-annotation is frame -1, because it exhibits a potential codon usage and theoretical capacity to encode proteins with an amino acid composition most similar to real genes. Some alternate ORFs are conserved across bacterial or archaeal species, and can give rise to misannotated "conserved hypothetical" genes, while others are unique to a genome and are misidentified as "hypothetical orphan" genes, contributing significantly to the orphan gene paradox.
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