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Proteotranscriptomics – A facilitator in omics research

Applications in omics research, such as comparative transcriptomics and proteomics, require the knowledge of the species-specific gene sequence and benefit from a comprehensive high-quality annotation of the coding genes to achieve high coverage. While protein-coding genes can in simple cases be det...

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Autores principales: Levin, Michal, Butter, Falk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9293588/
https://www.ncbi.nlm.nih.gov/pubmed/35891789
http://dx.doi.org/10.1016/j.csbj.2022.07.007
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author Levin, Michal
Butter, Falk
author_facet Levin, Michal
Butter, Falk
author_sort Levin, Michal
collection PubMed
description Applications in omics research, such as comparative transcriptomics and proteomics, require the knowledge of the species-specific gene sequence and benefit from a comprehensive high-quality annotation of the coding genes to achieve high coverage. While protein-coding genes can in simple cases be detected by scanning the genome for open reading frames, in more complex genomes exonic sequences are separated by introns. Despite advances in sequencing technologies that allow for ever-growing numbers of genomes, the quality of many of the provided genome assemblies do not reach reference quality. These non-contiguous assemblies with gaps and the necessity to predict splice sites limit accurate gene annotation from solely genomic data. In contrast, the transcriptome only contains transcribed gene regions, is devoid of introns and thus provides the optimal basis for the identification of open reading frames. The additional integration of proteomics data to validate predicted protein-coding genes further enriches for accurate gene models. This review outlines the principles of the proteotranscriptomics approach, discusses common challenges and suggests methods for improvement.
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spelling pubmed-92935882022-07-25 Proteotranscriptomics – A facilitator in omics research Levin, Michal Butter, Falk Comput Struct Biotechnol J Mini Review Applications in omics research, such as comparative transcriptomics and proteomics, require the knowledge of the species-specific gene sequence and benefit from a comprehensive high-quality annotation of the coding genes to achieve high coverage. While protein-coding genes can in simple cases be detected by scanning the genome for open reading frames, in more complex genomes exonic sequences are separated by introns. Despite advances in sequencing technologies that allow for ever-growing numbers of genomes, the quality of many of the provided genome assemblies do not reach reference quality. These non-contiguous assemblies with gaps and the necessity to predict splice sites limit accurate gene annotation from solely genomic data. In contrast, the transcriptome only contains transcribed gene regions, is devoid of introns and thus provides the optimal basis for the identification of open reading frames. The additional integration of proteomics data to validate predicted protein-coding genes further enriches for accurate gene models. This review outlines the principles of the proteotranscriptomics approach, discusses common challenges and suggests methods for improvement. Research Network of Computational and Structural Biotechnology 2022-07-09 /pmc/articles/PMC9293588/ /pubmed/35891789 http://dx.doi.org/10.1016/j.csbj.2022.07.007 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Mini Review
Levin, Michal
Butter, Falk
Proteotranscriptomics – A facilitator in omics research
title Proteotranscriptomics – A facilitator in omics research
title_full Proteotranscriptomics – A facilitator in omics research
title_fullStr Proteotranscriptomics – A facilitator in omics research
title_full_unstemmed Proteotranscriptomics – A facilitator in omics research
title_short Proteotranscriptomics – A facilitator in omics research
title_sort proteotranscriptomics – a facilitator in omics research
topic Mini Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9293588/
https://www.ncbi.nlm.nih.gov/pubmed/35891789
http://dx.doi.org/10.1016/j.csbj.2022.07.007
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