HIPPIE2: a method for fine-scale identification of physically interacting chromatin regions. Issue 2 (31st March 2020)

• Record Type: Journal Article
• Authors: Kuksa, Pavel P; Amlie-Wolf, Alexandre; Hwang, Yih-Chii; Valladares, Otto; Gregory, Brian D; Wang, Li-San
• Is Part Of: NAR genomics and bioinformatics. Volume 2:Issue 2(2020)
• Publication Date: 2020-03-31
• Subjects: Genomics -- Periodicals; Bioinformatics -- Periodicals; 572.8
• DOI: 10.1093/nargab/lqaa022
• Languages: English
• ISSNs: 2631-9268

Abstract

Abstract: Most regulatory chromatin interactions are mediated by various transcription factors (TFs) and involve physically interacting elements such as enhancers, insulators or promoters. To map these elements and interactions at a fine scale, we developed HIPPIE2 that analyzes raw reads from high-throughput chromosome conformation (Hi-C) experiments to identify precise loci of DNA physically interacting regions (PIRs). Unlike standard genome binning approaches (e.g. 10-kb to 1-Mb bins), HIPPIE2 dynamically infers the physical locations of PIRs using the distribution of restriction sites to increase analysis precision and resolution. We applied HIPPIE2 to in situ Hi-C datasets across six human cell lines (GM12878, IMR90, K562, HMEC, HUVEC, NHEK) with matched ENCODE/Roadmap functional genomic data. HIPPIE2 detected 1042 738 distinct PIRs, with high resolution (average PIR length of 1006 bp) and high reproducibility (92.3% in GM12878). PIRs are enriched for epigenetic marks (H3K27ac, H3K4me1) and open chromatin, suggesting active regulatory roles. HIPPIE2 identified 2.8 million significant PIR–PIR interactions, 27.2% of which were enriched for TF binding sites. 50 608 interactions were enhancer–promoter interactions and were enriched for 33 TFs, including known DNA looping/long-range mediators. These findings demonstrate that the novel dynamic approach of HIPPIE2 (https://bitbucket.com/wanglab-upenn/HIPPIE2 ) enables the characterization of chromatin and regulatory interactions with high resolution and reproducibility.