Cargando…
MethPanel: a parallel pipeline and interactive analysis tool for multiplex bisulphite PCR sequencing to assess DNA methylation biomarker panels for disease detection
SUMMARY: DNA methylation patterns in a cell are associated with gene expression and the phenotype of a cell, including disease states. Bisulphite PCR sequencing is commonly used to assess the methylation profile of genomic regions between different cells. Here we have developed MethPanel, a computat...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8352503/ https://www.ncbi.nlm.nih.gov/pubmed/33367555 http://dx.doi.org/10.1093/bioinformatics/btaa1060 |
_version_ | 1783736193705312256 |
---|---|
author | Luu, Phuc-Loi Ong, Phuc-Thinh Loc, Tran Thai Huu Lam, Dilys Pidsley, Ruth Stirzaker, Clare Clark, Susan J |
author_facet | Luu, Phuc-Loi Ong, Phuc-Thinh Loc, Tran Thai Huu Lam, Dilys Pidsley, Ruth Stirzaker, Clare Clark, Susan J |
author_sort | Luu, Phuc-Loi |
collection | PubMed |
description | SUMMARY: DNA methylation patterns in a cell are associated with gene expression and the phenotype of a cell, including disease states. Bisulphite PCR sequencing is commonly used to assess the methylation profile of genomic regions between different cells. Here we have developed MethPanel, a computational pipeline with an interactive graphical interface to rapidly analyse multiplex bisulphite PCR sequencing data. MethPanel comprises a complete analysis workflow from genomic alignment to DNA methylation calling and supports an unlimited number of PCR amplicons and input samples. MethPanel offers important and unique features, such as calculation of an epipolymorphism score and bisulphite PCR bias correction capabilities, and is designed so that the methylation data from all samples can be processed in parallel. The outputs are automatically forwarded to a shinyApp for convenient display, visualization and remotely sharing data with collaborators and clinicians. AVAILABILITYAND IMPLEMENTATION: MethPanel is freely available at https://github.com/thinhong/MethPanel. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. |
format | Online Article Text |
id | pubmed-8352503 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-83525032021-08-10 MethPanel: a parallel pipeline and interactive analysis tool for multiplex bisulphite PCR sequencing to assess DNA methylation biomarker panels for disease detection Luu, Phuc-Loi Ong, Phuc-Thinh Loc, Tran Thai Huu Lam, Dilys Pidsley, Ruth Stirzaker, Clare Clark, Susan J Bioinformatics Applications Notes SUMMARY: DNA methylation patterns in a cell are associated with gene expression and the phenotype of a cell, including disease states. Bisulphite PCR sequencing is commonly used to assess the methylation profile of genomic regions between different cells. Here we have developed MethPanel, a computational pipeline with an interactive graphical interface to rapidly analyse multiplex bisulphite PCR sequencing data. MethPanel comprises a complete analysis workflow from genomic alignment to DNA methylation calling and supports an unlimited number of PCR amplicons and input samples. MethPanel offers important and unique features, such as calculation of an epipolymorphism score and bisulphite PCR bias correction capabilities, and is designed so that the methylation data from all samples can be processed in parallel. The outputs are automatically forwarded to a shinyApp for convenient display, visualization and remotely sharing data with collaborators and clinicians. AVAILABILITYAND IMPLEMENTATION: MethPanel is freely available at https://github.com/thinhong/MethPanel. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2020-12-26 /pmc/articles/PMC8352503/ /pubmed/33367555 http://dx.doi.org/10.1093/bioinformatics/btaa1060 Text en © The Author(s) 2020. Published by Oxford University Press. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Applications Notes Luu, Phuc-Loi Ong, Phuc-Thinh Loc, Tran Thai Huu Lam, Dilys Pidsley, Ruth Stirzaker, Clare Clark, Susan J MethPanel: a parallel pipeline and interactive analysis tool for multiplex bisulphite PCR sequencing to assess DNA methylation biomarker panels for disease detection |
title | MethPanel: a parallel pipeline and interactive analysis tool for multiplex bisulphite PCR sequencing to assess DNA methylation biomarker panels for disease detection |
title_full | MethPanel: a parallel pipeline and interactive analysis tool for multiplex bisulphite PCR sequencing to assess DNA methylation biomarker panels for disease detection |
title_fullStr | MethPanel: a parallel pipeline and interactive analysis tool for multiplex bisulphite PCR sequencing to assess DNA methylation biomarker panels for disease detection |
title_full_unstemmed | MethPanel: a parallel pipeline and interactive analysis tool for multiplex bisulphite PCR sequencing to assess DNA methylation biomarker panels for disease detection |
title_short | MethPanel: a parallel pipeline and interactive analysis tool for multiplex bisulphite PCR sequencing to assess DNA methylation biomarker panels for disease detection |
title_sort | methpanel: a parallel pipeline and interactive analysis tool for multiplex bisulphite pcr sequencing to assess dna methylation biomarker panels for disease detection |
topic | Applications Notes |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8352503/ https://www.ncbi.nlm.nih.gov/pubmed/33367555 http://dx.doi.org/10.1093/bioinformatics/btaa1060 |
work_keys_str_mv | AT luuphucloi methpanelaparallelpipelineandinteractiveanalysistoolformultiplexbisulphitepcrsequencingtoassessdnamethylationbiomarkerpanelsfordiseasedetection AT ongphucthinh methpanelaparallelpipelineandinteractiveanalysistoolformultiplexbisulphitepcrsequencingtoassessdnamethylationbiomarkerpanelsfordiseasedetection AT loctranthaihuu methpanelaparallelpipelineandinteractiveanalysistoolformultiplexbisulphitepcrsequencingtoassessdnamethylationbiomarkerpanelsfordiseasedetection AT lamdilys methpanelaparallelpipelineandinteractiveanalysistoolformultiplexbisulphitepcrsequencingtoassessdnamethylationbiomarkerpanelsfordiseasedetection AT pidsleyruth methpanelaparallelpipelineandinteractiveanalysistoolformultiplexbisulphitepcrsequencingtoassessdnamethylationbiomarkerpanelsfordiseasedetection AT stirzakerclare methpanelaparallelpipelineandinteractiveanalysistoolformultiplexbisulphitepcrsequencingtoassessdnamethylationbiomarkerpanelsfordiseasedetection AT clarksusanj methpanelaparallelpipelineandinteractiveanalysistoolformultiplexbisulphitepcrsequencingtoassessdnamethylationbiomarkerpanelsfordiseasedetection |