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Proteotranscriptomics assisted gene annotation and spatial proteomics of Bombyx mori BmN4 cell line

BACKGROUND: The process of identifying all coding regions in a genome is crucial for any study at the level of molecular biology, ranging from single-gene cloning to genome-wide measurements using RNA-seq or mass spectrometry. While satisfactory annotation has been made feasible for well-studied mod...

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Autores principales: Levin, Michal, Scheibe, Marion, Butter, Falk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7541253/
https://www.ncbi.nlm.nih.gov/pubmed/33023468
http://dx.doi.org/10.1186/s12864-020-07088-7
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author Levin, Michal
Scheibe, Marion
Butter, Falk
author_facet Levin, Michal
Scheibe, Marion
Butter, Falk
author_sort Levin, Michal
collection PubMed
description BACKGROUND: The process of identifying all coding regions in a genome is crucial for any study at the level of molecular biology, ranging from single-gene cloning to genome-wide measurements using RNA-seq or mass spectrometry. While satisfactory annotation has been made feasible for well-studied model organisms through great efforts of big consortia, for most systems this kind of data is either absent or not adequately precise. RESULTS: Combining in-depth transcriptome sequencing and high resolution mass spectrometry, we here use proteotranscriptomics to improve gene annotation of protein-coding genes in the Bombyx mori cell line BmN4 which is an increasingly used tool for the analysis of piRNA biogenesis and function. Using this approach we provide the exact coding sequence and evidence for more than 6200 genes on the protein level. Furthermore using spatial proteomics, we establish the subcellular localization of thousands of these proteins. We show that our approach outperforms current Bombyx mori annotation attempts in terms of accuracy and coverage. CONCLUSIONS: We show that proteotranscriptomics is an efficient, cost-effective and accurate approach to improve previous annotations or generate new gene models. As this technique is based on de-novo transcriptome assembly, it provides the possibility to study any species also in the absence of genome sequence information for which proteogenomics would be impossible.
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spelling pubmed-75412532020-10-08 Proteotranscriptomics assisted gene annotation and spatial proteomics of Bombyx mori BmN4 cell line Levin, Michal Scheibe, Marion Butter, Falk BMC Genomics Research Article BACKGROUND: The process of identifying all coding regions in a genome is crucial for any study at the level of molecular biology, ranging from single-gene cloning to genome-wide measurements using RNA-seq or mass spectrometry. While satisfactory annotation has been made feasible for well-studied model organisms through great efforts of big consortia, for most systems this kind of data is either absent or not adequately precise. RESULTS: Combining in-depth transcriptome sequencing and high resolution mass spectrometry, we here use proteotranscriptomics to improve gene annotation of protein-coding genes in the Bombyx mori cell line BmN4 which is an increasingly used tool for the analysis of piRNA biogenesis and function. Using this approach we provide the exact coding sequence and evidence for more than 6200 genes on the protein level. Furthermore using spatial proteomics, we establish the subcellular localization of thousands of these proteins. We show that our approach outperforms current Bombyx mori annotation attempts in terms of accuracy and coverage. CONCLUSIONS: We show that proteotranscriptomics is an efficient, cost-effective and accurate approach to improve previous annotations or generate new gene models. As this technique is based on de-novo transcriptome assembly, it provides the possibility to study any species also in the absence of genome sequence information for which proteogenomics would be impossible. BioMed Central 2020-10-06 /pmc/articles/PMC7541253/ /pubmed/33023468 http://dx.doi.org/10.1186/s12864-020-07088-7 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research Article
Levin, Michal
Scheibe, Marion
Butter, Falk
Proteotranscriptomics assisted gene annotation and spatial proteomics of Bombyx mori BmN4 cell line
title Proteotranscriptomics assisted gene annotation and spatial proteomics of Bombyx mori BmN4 cell line
title_full Proteotranscriptomics assisted gene annotation and spatial proteomics of Bombyx mori BmN4 cell line
title_fullStr Proteotranscriptomics assisted gene annotation and spatial proteomics of Bombyx mori BmN4 cell line
title_full_unstemmed Proteotranscriptomics assisted gene annotation and spatial proteomics of Bombyx mori BmN4 cell line
title_short Proteotranscriptomics assisted gene annotation and spatial proteomics of Bombyx mori BmN4 cell line
title_sort proteotranscriptomics assisted gene annotation and spatial proteomics of bombyx mori bmn4 cell line
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7541253/
https://www.ncbi.nlm.nih.gov/pubmed/33023468
http://dx.doi.org/10.1186/s12864-020-07088-7
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