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ORFLine: a bioinformatic pipeline to prioritize small open reading frames identifies candidate secreted small proteins from lymphocytes
MOTIVATION: The annotation of small open reading frames (smORFs) of <100 codons (<300 nucleotides) is challenging due to the large number of such sequences in the genome. RESULTS: In this study, we developed a computational pipeline, which we have named ORFLine, that stringently identifies smO...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8504629/ https://www.ncbi.nlm.nih.gov/pubmed/33970232 http://dx.doi.org/10.1093/bioinformatics/btab339 |
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author | Hu, Fengyuan Lu, Jia Matheson, Louise S Díaz-Muñoz, Manuel D Saveliev, Alexander Xu, Jinbo Turner, Martin |
author_facet | Hu, Fengyuan Lu, Jia Matheson, Louise S Díaz-Muñoz, Manuel D Saveliev, Alexander Xu, Jinbo Turner, Martin |
author_sort | Hu, Fengyuan |
collection | PubMed |
description | MOTIVATION: The annotation of small open reading frames (smORFs) of <100 codons (<300 nucleotides) is challenging due to the large number of such sequences in the genome. RESULTS: In this study, we developed a computational pipeline, which we have named ORFLine, that stringently identifies smORFs and classifies them according to their position within transcripts. We identified a total of 5744 unique smORFs in datasets from mouse B and T lymphocytes and systematically characterized them using ORFLine. We further searched smORFs for the presence of a signal peptide, which predicted known secreted chemokines as well as novel micropeptides. Four novel micropeptides show evidence of secretion and are therefore candidate mediators of immunoregulatory functions. AVAILABILITY AND IMPLEMENTATION: Freely available on the web at https://github.com/boboppie/ORFLine. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. |
format | Online Article Text |
id | pubmed-8504629 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-85046292021-10-13 ORFLine: a bioinformatic pipeline to prioritize small open reading frames identifies candidate secreted small proteins from lymphocytes Hu, Fengyuan Lu, Jia Matheson, Louise S Díaz-Muñoz, Manuel D Saveliev, Alexander Xu, Jinbo Turner, Martin Bioinformatics Original Papers MOTIVATION: The annotation of small open reading frames (smORFs) of <100 codons (<300 nucleotides) is challenging due to the large number of such sequences in the genome. RESULTS: In this study, we developed a computational pipeline, which we have named ORFLine, that stringently identifies smORFs and classifies them according to their position within transcripts. We identified a total of 5744 unique smORFs in datasets from mouse B and T lymphocytes and systematically characterized them using ORFLine. We further searched smORFs for the presence of a signal peptide, which predicted known secreted chemokines as well as novel micropeptides. Four novel micropeptides show evidence of secretion and are therefore candidate mediators of immunoregulatory functions. AVAILABILITY AND IMPLEMENTATION: Freely available on the web at https://github.com/boboppie/ORFLine. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2021-05-10 /pmc/articles/PMC8504629/ /pubmed/33970232 http://dx.doi.org/10.1093/bioinformatics/btab339 Text en © The Author(s) 2021. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Papers Hu, Fengyuan Lu, Jia Matheson, Louise S Díaz-Muñoz, Manuel D Saveliev, Alexander Xu, Jinbo Turner, Martin ORFLine: a bioinformatic pipeline to prioritize small open reading frames identifies candidate secreted small proteins from lymphocytes |
title | ORFLine: a bioinformatic pipeline to prioritize small open reading frames identifies candidate secreted small proteins from lymphocytes |
title_full | ORFLine: a bioinformatic pipeline to prioritize small open reading frames identifies candidate secreted small proteins from lymphocytes |
title_fullStr | ORFLine: a bioinformatic pipeline to prioritize small open reading frames identifies candidate secreted small proteins from lymphocytes |
title_full_unstemmed | ORFLine: a bioinformatic pipeline to prioritize small open reading frames identifies candidate secreted small proteins from lymphocytes |
title_short | ORFLine: a bioinformatic pipeline to prioritize small open reading frames identifies candidate secreted small proteins from lymphocytes |
title_sort | orfline: a bioinformatic pipeline to prioritize small open reading frames identifies candidate secreted small proteins from lymphocytes |
topic | Original Papers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8504629/ https://www.ncbi.nlm.nih.gov/pubmed/33970232 http://dx.doi.org/10.1093/bioinformatics/btab339 |
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