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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...

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Detalles Bibliográficos
Autores principales: Cifello, Jeffrey, Kuksa, Pavel P, Saravanan, Naveensri, Valladares, Otto, Wang, Li-San, Leung, Yuk Yee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
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.
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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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