Hi-C data processing was done by using Docker for 4DN Hi-C pipeline (v43, https://github.com/4dn-dcic/docker-4dn-hic). First, we aligned raw fastq files by BWA with ”mem -SP5M” to mouse genome (mm10). The aligned reads were sorted by run-pairsam-parse-sort.sh with ”COMPRESS_PROGRAM=lz4c". We removed duplicated reads and extracted UU/UR/RU pairs by pairtools with "dedup" and "select" options. We added juicer-style fragment information to pairs file by fragment_4dnpairs.pl. Finally, we filtered out read pairs with '(chrom1 == chrom2) and (frag1 == frag2)' and read pairs with map quality < 10 by pairtools with "select".
".hic" files were produced by juicer_tools.jar with "pre", then Hi-C eigen scores in each chromosome were calculated by juicer_tools.1.7.5 with "-p eigenvector KR". If the average gene density in regions with negative eigen scores were higher than those with positive eigen scores, we multiplied -1 to the eigen score.
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How to cite:
Readers should cite both the Bio-protocol preprint and the original research article where this protocol was used:
Fukuda, K and Shinkai, Y(2022). Hi-C data processing and A/B compartment calculation. Bio-protocol Preprint. bio-protocol.org/prep1980.
Fukuda, K., Shimura, C., Miura, H., Tanigawa, A., Suzuki, T., Dohmae, N., Hiratani, I. and Shinkai, Y.(2021). Regulation of mammalian 3D genome organization and histone H3K9 dimethylation by H3K9 methyltransferases. Communications Biology 0(0). DOI: 10.1038/s42003-021-02089-y
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