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Transcript annotation tool (TransAT): an R package for retrieving annotations for transcript-specific genetic variants

BACKGROUND: An individual’s genetics play a role in how RNA transcripts are generated from DNA and consequently in their translation into protein. Transcriptional and translational profiling of patients furnishes the information that a specific marker is present; however, it fails to provide evidenc...

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Autores principales: Shih, Ching-Yu, Chattopadhyay, Amrita, Wu, Chien-Hui, Tien, Yu-Wen, Lu, Tzu-Pin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8240296/
https://www.ncbi.nlm.nih.gov/pubmed/34182919
http://dx.doi.org/10.1186/s12859-021-04243-z
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author Shih, Ching-Yu
Chattopadhyay, Amrita
Wu, Chien-Hui
Tien, Yu-Wen
Lu, Tzu-Pin
author_facet Shih, Ching-Yu
Chattopadhyay, Amrita
Wu, Chien-Hui
Tien, Yu-Wen
Lu, Tzu-Pin
author_sort Shih, Ching-Yu
collection PubMed
description BACKGROUND: An individual’s genetics play a role in how RNA transcripts are generated from DNA and consequently in their translation into protein. Transcriptional and translational profiling of patients furnishes the information that a specific marker is present; however, it fails to provide evidence whether the marker correlates with response to a therapeutic agent. A comparative analysis of the frequency of genetic variants, such as single nucleotide polymorphisms (SNPs), in diseased and general populations can identify pathogenic variants in individual patients. This is in part because SNPs have considerable effects on protein function and gene expression when they occur in coding regions and regulatory sequences, respectively. Therefore, a tool that can help users to obtain the allele frequency for a corresponding transcript is the need of the day. Several annotation tools such as SNPnexus and VariED are publicly available; however, none of them can use transcript IDs as input and provide the corresponding genomic positions of variants. RESULTS: In this study, we developed an R package, called transcript annotation tool (TransAT), that provides (i) SNP ID and genomic position for a user-provided transcript ID from patients, and (ii) allele frequencies for the SNPs from publicly available global populations. All data elements are extracted, collected, and displayed in an easily downloadable format in two simple command lines. TransAT is available on Windows/Linux/MacOS and is operative for R version 4.0.4 or later. It is available at https://github.com/ShihChingYu/TransAT and can be downloaded and installed using devtools::install_github("ShihChingYu/TransAT", force=T) on the R execution page. Thereafter, all functions can be executed by loading the package into R with library(TransAT). CONCLUSIONS: TransAT is a novel tool that seamlessly provides genetic annotations for queried transcripts. Such easily obtainable information would be greatly advantageous for physicians, assisting them to make individualized decisions about specific drug treatments. Moreover, allele frequencies from user-chosen global ethnic populations will highlight the importance of ethnicity and its effect on patient pathogenicity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12859-021-04243-z.
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spelling pubmed-82402962021-06-30 Transcript annotation tool (TransAT): an R package for retrieving annotations for transcript-specific genetic variants Shih, Ching-Yu Chattopadhyay, Amrita Wu, Chien-Hui Tien, Yu-Wen Lu, Tzu-Pin BMC Bioinformatics Software BACKGROUND: An individual’s genetics play a role in how RNA transcripts are generated from DNA and consequently in their translation into protein. Transcriptional and translational profiling of patients furnishes the information that a specific marker is present; however, it fails to provide evidence whether the marker correlates with response to a therapeutic agent. A comparative analysis of the frequency of genetic variants, such as single nucleotide polymorphisms (SNPs), in diseased and general populations can identify pathogenic variants in individual patients. This is in part because SNPs have considerable effects on protein function and gene expression when they occur in coding regions and regulatory sequences, respectively. Therefore, a tool that can help users to obtain the allele frequency for a corresponding transcript is the need of the day. Several annotation tools such as SNPnexus and VariED are publicly available; however, none of them can use transcript IDs as input and provide the corresponding genomic positions of variants. RESULTS: In this study, we developed an R package, called transcript annotation tool (TransAT), that provides (i) SNP ID and genomic position for a user-provided transcript ID from patients, and (ii) allele frequencies for the SNPs from publicly available global populations. All data elements are extracted, collected, and displayed in an easily downloadable format in two simple command lines. TransAT is available on Windows/Linux/MacOS and is operative for R version 4.0.4 or later. It is available at https://github.com/ShihChingYu/TransAT and can be downloaded and installed using devtools::install_github("ShihChingYu/TransAT", force=T) on the R execution page. Thereafter, all functions can be executed by loading the package into R with library(TransAT). CONCLUSIONS: TransAT is a novel tool that seamlessly provides genetic annotations for queried transcripts. Such easily obtainable information would be greatly advantageous for physicians, assisting them to make individualized decisions about specific drug treatments. Moreover, allele frequencies from user-chosen global ethnic populations will highlight the importance of ethnicity and its effect on patient pathogenicity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12859-021-04243-z. BioMed Central 2021-06-28 /pmc/articles/PMC8240296/ /pubmed/34182919 http://dx.doi.org/10.1186/s12859-021-04243-z Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://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 Software
Shih, Ching-Yu
Chattopadhyay, Amrita
Wu, Chien-Hui
Tien, Yu-Wen
Lu, Tzu-Pin
Transcript annotation tool (TransAT): an R package for retrieving annotations for transcript-specific genetic variants
title Transcript annotation tool (TransAT): an R package for retrieving annotations for transcript-specific genetic variants
title_full Transcript annotation tool (TransAT): an R package for retrieving annotations for transcript-specific genetic variants
title_fullStr Transcript annotation tool (TransAT): an R package for retrieving annotations for transcript-specific genetic variants
title_full_unstemmed Transcript annotation tool (TransAT): an R package for retrieving annotations for transcript-specific genetic variants
title_short Transcript annotation tool (TransAT): an R package for retrieving annotations for transcript-specific genetic variants
title_sort transcript annotation tool (transat): an r package for retrieving annotations for transcript-specific genetic variants
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8240296/
https://www.ncbi.nlm.nih.gov/pubmed/34182919
http://dx.doi.org/10.1186/s12859-021-04243-z
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