Cargando…

Remus: A Web Application for Prioritization of Regulatory Regions and Variants in Monogenic Diseases

BACKGROUND: Analysis of variants in distant regulatory elements could improve the current 25–50% yield of genetic testing for monogenic diseases. However, the vast size of the regulome, great number of variants, and the difficulty in predicting their phenotypic impact make searching for pathogenic v...

Descripción completa

Detalles Bibliográficos
Autores principales: Sztromwasser, Paweł, Skrzypczak, Damian, Michalak, Arkadiusz, Fendler, Wojciech
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7978111/
https://www.ncbi.nlm.nih.gov/pubmed/33747049
http://dx.doi.org/10.3389/fgene.2021.638960
_version_ 1783667156004634624
author Sztromwasser, Paweł
Skrzypczak, Damian
Michalak, Arkadiusz
Fendler, Wojciech
author_facet Sztromwasser, Paweł
Skrzypczak, Damian
Michalak, Arkadiusz
Fendler, Wojciech
author_sort Sztromwasser, Paweł
collection PubMed
description BACKGROUND: Analysis of variants in distant regulatory elements could improve the current 25–50% yield of genetic testing for monogenic diseases. However, the vast size of the regulome, great number of variants, and the difficulty in predicting their phenotypic impact make searching for pathogenic variants in the regulatory genome challenging. New tools for the identification of regulatory variants based on their relevance to the phenotype are needed. METHODS: We used tissue-specific regulatory loci mapped by ENCODE and FANTOM, together with miRNA–gene interactions from miRTarBase and miRWalk, to develop Remus, a web application for the identification of tissue-specific regulatory regions. Remus searches for regulatory features linked to the known disease-associated genes and filters them using activity status in the target tissues relevant for the studied disorder. For user convenience, Remus provides a web interface and facilitates in-browser filtering of variant files suitable for sensitive patient data. RESULTS: To evaluate our approach, we used a set of 146 regulatory mutations reported causative for 68 distinct monogenic disorders and a manually curated a list of tissues affected by these disorders. In 89.7% of cases, Remus identified the regulator containing the pathogenic mutation. The tissue-specific search limited the number of considered variants by 82.5% as compared to a tissue-agnostic search. CONCLUSION: Remus facilitates the identification of regulatory regions potentially associated with a monogenic disease and can supplement classical analysis of coding variations with the aim of improving the diagnostic yield in whole-genome sequencing experiments.
format Online
Article
Text
id pubmed-7978111
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-79781112021-03-20 Remus: A Web Application for Prioritization of Regulatory Regions and Variants in Monogenic Diseases Sztromwasser, Paweł Skrzypczak, Damian Michalak, Arkadiusz Fendler, Wojciech Front Genet Genetics BACKGROUND: Analysis of variants in distant regulatory elements could improve the current 25–50% yield of genetic testing for monogenic diseases. However, the vast size of the regulome, great number of variants, and the difficulty in predicting their phenotypic impact make searching for pathogenic variants in the regulatory genome challenging. New tools for the identification of regulatory variants based on their relevance to the phenotype are needed. METHODS: We used tissue-specific regulatory loci mapped by ENCODE and FANTOM, together with miRNA–gene interactions from miRTarBase and miRWalk, to develop Remus, a web application for the identification of tissue-specific regulatory regions. Remus searches for regulatory features linked to the known disease-associated genes and filters them using activity status in the target tissues relevant for the studied disorder. For user convenience, Remus provides a web interface and facilitates in-browser filtering of variant files suitable for sensitive patient data. RESULTS: To evaluate our approach, we used a set of 146 regulatory mutations reported causative for 68 distinct monogenic disorders and a manually curated a list of tissues affected by these disorders. In 89.7% of cases, Remus identified the regulator containing the pathogenic mutation. The tissue-specific search limited the number of considered variants by 82.5% as compared to a tissue-agnostic search. CONCLUSION: Remus facilitates the identification of regulatory regions potentially associated with a monogenic disease and can supplement classical analysis of coding variations with the aim of improving the diagnostic yield in whole-genome sequencing experiments. Frontiers Media S.A. 2021-03-05 /pmc/articles/PMC7978111/ /pubmed/33747049 http://dx.doi.org/10.3389/fgene.2021.638960 Text en Copyright © 2021 Sztromwasser, Skrzypczak, Michalak and Fendler. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Sztromwasser, Paweł
Skrzypczak, Damian
Michalak, Arkadiusz
Fendler, Wojciech
Remus: A Web Application for Prioritization of Regulatory Regions and Variants in Monogenic Diseases
title Remus: A Web Application for Prioritization of Regulatory Regions and Variants in Monogenic Diseases
title_full Remus: A Web Application for Prioritization of Regulatory Regions and Variants in Monogenic Diseases
title_fullStr Remus: A Web Application for Prioritization of Regulatory Regions and Variants in Monogenic Diseases
title_full_unstemmed Remus: A Web Application for Prioritization of Regulatory Regions and Variants in Monogenic Diseases
title_short Remus: A Web Application for Prioritization of Regulatory Regions and Variants in Monogenic Diseases
title_sort remus: a web application for prioritization of regulatory regions and variants in monogenic diseases
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7978111/
https://www.ncbi.nlm.nih.gov/pubmed/33747049
http://dx.doi.org/10.3389/fgene.2021.638960
work_keys_str_mv AT sztromwasserpaweł remusawebapplicationforprioritizationofregulatoryregionsandvariantsinmonogenicdiseases
AT skrzypczakdamian remusawebapplicationforprioritizationofregulatoryregionsandvariantsinmonogenicdiseases
AT michalakarkadiusz remusawebapplicationforprioritizationofregulatoryregionsandvariantsinmonogenicdiseases
AT fendlerwojciech remusawebapplicationforprioritizationofregulatoryregionsandvariantsinmonogenicdiseases