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hipFG: high-throughput harmonization and integration pipeline for functional genomics data
SUMMARY: Preparing functional genomic (FG) data with diverse assay types and file formats for integration into analysis workflows that interpret genome-wide association and other studies is a significant and time-consuming challenge. Here we introduce hipFG (Harmonization and Integration Pipeline fo...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10660288/ https://www.ncbi.nlm.nih.gov/pubmed/37947320 http://dx.doi.org/10.1093/bioinformatics/btad673 |
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author | Cifello, Jeffrey Kuksa, Pavel P Saravanan, Naveensri Valladares, Otto Wang, Li-San Leung, Yuk Yee |
author_facet | Cifello, Jeffrey Kuksa, Pavel P Saravanan, Naveensri Valladares, Otto Wang, Li-San Leung, Yuk Yee |
author_sort | Cifello, Jeffrey |
collection | PubMed |
description | SUMMARY: Preparing functional genomic (FG) data with diverse assay types and file formats for integration into analysis workflows that interpret genome-wide association and other studies is a significant and time-consuming challenge. Here we introduce hipFG (Harmonization and Integration Pipeline for Functional Genomics), an automatically customized pipeline for efficient and scalable normalization of heterogenous FG data collections into standardized, indexed, rapidly searchable analysis-ready datasets while accounting for FG datatypes (e.g. chromatin interactions, genomic intervals, quantitative trait loci). AVAILABILITY AND IMPLEMENTATION: hipFG is freely available at https://bitbucket.org/wanglab-upenn/hipFG. A Docker container is available at https://hub.docker.com/r/wanglab/hipfg. |
format | Online Article Text |
id | pubmed-10660288 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-106602882023-11-08 hipFG: high-throughput harmonization and integration pipeline for functional genomics data Cifello, Jeffrey Kuksa, Pavel P Saravanan, Naveensri Valladares, Otto Wang, Li-San Leung, Yuk Yee Bioinformatics Applications Note SUMMARY: Preparing functional genomic (FG) data with diverse assay types and file formats for integration into analysis workflows that interpret genome-wide association and other studies is a significant and time-consuming challenge. Here we introduce hipFG (Harmonization and Integration Pipeline for Functional Genomics), an automatically customized pipeline for efficient and scalable normalization of heterogenous FG data collections into standardized, indexed, rapidly searchable analysis-ready datasets while accounting for FG datatypes (e.g. chromatin interactions, genomic intervals, quantitative trait loci). AVAILABILITY AND IMPLEMENTATION: hipFG is freely available at https://bitbucket.org/wanglab-upenn/hipFG. A Docker container is available at https://hub.docker.com/r/wanglab/hipfg. Oxford University Press 2023-11-08 /pmc/articles/PMC10660288/ /pubmed/37947320 http://dx.doi.org/10.1093/bioinformatics/btad673 Text en © The Author(s) 2023. 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 | Applications Note Cifello, Jeffrey Kuksa, Pavel P Saravanan, Naveensri Valladares, Otto Wang, Li-San Leung, Yuk Yee hipFG: high-throughput harmonization and integration pipeline for functional genomics data |
title | hipFG: high-throughput harmonization and integration pipeline for functional genomics data |
title_full | hipFG: high-throughput harmonization and integration pipeline for functional genomics data |
title_fullStr | hipFG: high-throughput harmonization and integration pipeline for functional genomics data |
title_full_unstemmed | hipFG: high-throughput harmonization and integration pipeline for functional genomics data |
title_short | hipFG: high-throughput harmonization and integration pipeline for functional genomics data |
title_sort | hipfg: high-throughput harmonization and integration pipeline for functional genomics data |
topic | Applications Note |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10660288/ https://www.ncbi.nlm.nih.gov/pubmed/37947320 http://dx.doi.org/10.1093/bioinformatics/btad673 |
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