BioinformaticsBioinformaticsPeer-reviewed journal article
hipFG: High-throughput harmonization and integration pipeline for functional genomics data
Jeffrey CifelloiD, Pavel P. KuksaiD, Naveensri Saravanan, Otto ValladaresiD, Li‐San WangiD, Yuk Yee LeungiD
Abstract
SummaryPreparing 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, 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 ImplementationhipFG is freely available at https://bitbucket.org/wanglab-upenn/hipFG. Docker container is available at https://hub.docker.com/r/wanglab/hipfg. Contactlswang@pennmedicine.upenn.edu Supplementary informationSupplementary data are available as BioRxiv supplemental files.
- assay: ChIP-seq
- assay: Hi-C
- assay: DNA methylation
- assay: whole-genome sequencing
- research focus: batch correction / integration
- research focus: benchmarking
- research focus: database / resource
- research focus: software / tool
- approach: statistical model
- approach: experimental assay
- Citations
- 3
- FWCI
- 0.27
- Field percentile
- 45th percentile
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