{
  "_id": "6a1acc371d7bb097a09de604",
  "Package": "HiCcompare",
  "Title": "HiCcompare: Joint normalization and comparative analysis of\nmultiple Hi-C datasets",
  "Version": "1.35.0",
  "Authors@R": "c(\nperson(given = \"Mikhail\",\nfamily = \"Dozmorov\",\nrole = c(\"aut\", \"cre\"),\nemail = \"mikhail.dozmorov@gmail.com\",\ncomment = c(ORCID = \"0000-0002-0086-8358\")),\nperson(given = \"Kellen\",\nfamily = \"Cresswell\",\nrole = c(\"aut\"),\nemail = \"cresswellkg@vcu.edu\"),\nperson(given = \"John\",\nfamily = \"Stansfield\",\nrole = c(\"aut\"),\nemail = \"stansfieldjc@vcu.edu\"))",
  "Description": "HiCcompare provides functions for joint normalization and\ndifference detection in multiple Hi-C datasets. HiCcompare\noperates on processed Hi-C data in the form of\nchromosome-specific chromatin interaction matrices. It accepts\nthree-column tab-separated text files storing chromatin\ninteraction matrices in a sparse matrix format which are\navailable from several sources. HiCcompare is designed to give\nthe user the ability to perform a comparative analysis on the\n3-Dimensional structure of the genomes of cells in different\nbiological states.`HiCcompare` differs from other packages that\nattempt to compare Hi-C data in that it works on processed data\nin chromatin interaction matrix format instead of pre-processed\nsequencing data. In addition, `HiCcompare` provides a\nnon-parametric method for the joint normalization and removal\nof biases between two Hi-C datasets for the purpose of\ncomparative analysis. `HiCcompare` also provides a simple yet\nrobust method for detecting differences between Hi-C datasets.",
  "biocViews": "Software, HiC, Sequencing, Normalization",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "LazyData": "true",
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  "RoxygenNote": "7.2.3",
  "VignetteBuilder": "knitr",
  "BugReports": "https://github.com/dozmorovlab/HiCcompare/issues",
  "URL": "https://github.com/dozmorovlab/HiCcompare",
  "Config/pak/sysreqs": "libssl-dev zlib1g-dev",
  "Repository": "https://bioc.r-universe.dev",
  "Date/Publication": "2026-04-28 12:46:03 UTC",
  "RemoteUrl": "https://github.com/bioc/HiCcompare",
  "RemoteRef": "HEAD",
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  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-30 08:02:56 UTC",
    "User": "root"
  },
  "Author": "Mikhail Dozmorov [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-0086-8358>),\nKellen Cresswell [aut],\nJohn Stansfield [aut]",
  "Maintainer": "Mikhail Dozmorov <mikhail.dozmorov@gmail.com>",
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  "_user": "bioc",
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  "_created": "2026-05-30T08:02:56.000Z",
  "_published": "2026-05-30T11:38:31.025Z",
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    "login": "mdozmorov",
    "twitter": "@mikhaildozmorov",
    "description": "Bioinformatician, interested in 3D genomics, cancer, statistics, programming, machine and deep learning",
    "uuid": 864945,
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      "package": "GenomicRanges",
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    {
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      "package": "multiHiCcompare",
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  "_owner": "bioc",
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  "_usedby": 6,
  "_updates": [
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  "_topics": [
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    "hic",
    "sequencing",
    "normalization",
    "difference-detection",
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  ],
  "_stars": 23,
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    "source": "https://www.bioconductor.org/packages/stats/bioc/HiCcompare"
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  "_devurl": "https://github.com/dozmorovlab/hiccompare",
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  "_rbuild": "4.6.0",
  "_assets": [
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    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
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    "extra/NEWS.html",
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    "manual.pdf"
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  "_homeurl": "https://github.com/dozmorovlab/hiccompare",
  "_realowner": "bioc",
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  "_exports": [
    "cooler2bedpe",
    "cooler2sparse",
    "create.hic.table",
    "filter_params",
    "full2sparse",
    "hic_compare",
    "hic_diff",
    "hic_loess",
    "hic_simulate",
    "hicpro2bedpe",
    "KRnorm",
    "MA_norm",
    "make_InteractionSet",
    "manhattan_plot",
    "MD.plot1",
    "MD.plot2",
    "remove_centromere",
    "SCN",
    "sim_matrix",
    "sim.other.methods",
    "sparse2full",
    "split_centromere",
    "total_sum",
    "visualize_pvals"
  ],
  "_datasets": [
    {
      "name": "brain_table",
      "title": "Hi-C data from two regions of the brain at 100KB resolution",
      "object": "brain_table",
      "class": [
        "list"
      ],
      "fields": [],
      "table": true,
      "tojson": true
    },
    {
      "name": "centromere_locations",
      "title": "Locations of the centromeres for hg19",
      "object": "centromere_locations",
      "class": [
        "data.frame"
      ],
      "fields": [
        "V1",
        "V2",
        "V3"
      ],
      "rows": 24,
      "table": true,
      "tojson": true
    },
    {
      "name": "cooler",
      "title": "Hi-C data in the cooler format",
      "object": "cooler",
      "class": [
        "data.frame"
      ],
      "fields": [
        "V1",
        "V2",
        "V3",
        "V4",
        "V5",
        "V6",
        "V7"
      ],
      "rows": 217230,
      "table": true,
      "tojson": true
    },
    {
      "name": "hg19_blacklist",
      "title": "BED file for hg19 blacklisted regions",
      "object": "hg19_blacklist",
      "class": [
        "data.frame"
      ],
      "fields": [
        "chr",
        "start",
        "end"
      ],
      "rows": 1649,
      "table": true,
      "tojson": true
    },
    {
      "name": "hg38_blacklist",
      "title": "BED file for hg38 blacklisted regions",
      "object": "hg38_blacklist",
      "class": [
        "data.frame"
      ],
      "fields": [
        "chr",
        "start",
        "end"
      ],
      "rows": 38,
      "table": true,
      "tojson": true
    },
    {
      "name": "HMEC.chr10",
      "title": "Hi-C data from HMEC cell line - chromosome 10 at 500kb resolution",
      "object": "HMEC.chr10",
      "class": [
        "data.frame"
      ],
      "fields": [
        "V1",
        "V2",
        "V3"
      ],
      "rows": 35386,
      "table": true,
      "tojson": true
    },
    {
      "name": "HMEC.chr22",
      "title": "Hi-C data from HMEC cell line - chromosome 22 at 500kb resolution",
      "object": "HMEC.chr22",
      "class": [
        "data.frame"
      ],
      "fields": [
        "region1",
        "region2",
        "IF"
      ],
      "rows": 2490,
      "table": true,
      "tojson": true
    },
    {
      "name": "hmec.IS",
      "title": "Hi-C data from HMEC cell line - chromosome 22 at 500kb resolution",
      "object": "hmec.IS",
      "class": [
        "GInteractions"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "NHEK.chr10",
      "title": "Hi-C data from NHEK cell line - chromosome 10 at 500kb resolution",
      "object": "NHEK.chr10",
      "class": [
        "data.frame"
      ],
      "fields": [
        "V1",
        "V2",
        "V3"
      ],
      "rows": 35510,
      "table": true,
      "tojson": true
    },
    {
      "name": "NHEK.chr22",
      "title": "Hi-C data from NHEK cell line - chromosome 22 at 500kb resolution",
      "object": "NHEK.chr22",
      "class": [
        "data.frame"
      ],
      "fields": [
        "region1",
        "region2",
        "IF"
      ],
      "rows": 2508,
      "table": true,
      "tojson": true
    },
    {
      "name": "nhek.IS",
      "title": "Hi-C data from NHEK cell line - chromosome 22 at 500kb resolution",
      "object": "nhek.IS",
      "class": [
        "GInteractions"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    }
  ],
  "_help": [
    {
      "page": "HiCcompare-package",
      "title": "HiCcompare",
      "topics": [
        "HiCcompare-package",
        "HiCcompare"
      ]
    },
    {
      "page": "brain_table",
      "title": "Hi-C data from two regions of the brain at 100KB resolution",
      "topics": [
        "brain_table"
      ]
    },
    {
      "page": "centromere_locations",
      "title": "Locations of the centromeres for hg19",
      "topics": [
        "centromere_locations"
      ]
    },
    {
      "page": "cooler",
      "title": "Hi-C data in the cooler format",
      "topics": [
        "cooler"
      ]
    },
    {
      "page": "cooler2bedpe",
      "title": "Read a .cool file into R and output the data in BEDPE format",
      "topics": [
        "cooler2bedpe"
      ]
    },
    {
      "page": "cooler2sparse",
      "title": "Transform a .cool file to a sparse upper triangular matrix for input into hic_loess",
      "topics": [
        "cooler2sparse"
      ]
    },
    {
      "page": "create.hic.table",
      "title": "Create hic.table object from a sparse upper triangular Hi-C matrix",
      "topics": [
        "create.hic.table"
      ]
    },
    {
      "page": "filter_params",
      "title": "Determine the A quantile cutoff to be used",
      "topics": [
        "filter_params"
      ]
    },
    {
      "page": "full2sparse",
      "title": "Transfrom a full Hi-C contact matrix to a sparse upper triangular matrix",
      "topics": [
        "full2sparse"
      ]
    },
    {
      "page": "hg19_blacklist",
      "title": "BED file for hg19 blacklisted regions",
      "topics": [
        "hg19_blacklist"
      ]
    },
    {
      "page": "hg38_blacklist",
      "title": "BED file for hg38 blacklisted regions",
      "topics": [
        "hg38_blacklist"
      ]
    },
    {
      "page": "hic_compare",
      "title": "Detect differences between two jointly normalized Hi-C datasets.",
      "topics": [
        "hic_compare"
      ]
    },
    {
      "page": "hic_diff",
      "title": "Detect differences between two jointly normalized Hi-C datasets. OLD METHOD; USE hic_compare() instead",
      "topics": [
        "hic_diff"
      ]
    },
    {
      "page": "hic_loess",
      "title": "Perform joint loess normalization on two Hi-C datasets",
      "topics": [
        "hic_loess"
      ]
    },
    {
      "page": "hic_simulate",
      "title": "Simulate a Hi-C matrix and perform HiCcompare analysis on it",
      "topics": [
        "hic_simulate"
      ]
    },
    {
      "page": "hicpro2bedpe",
      "title": "Convert HiC-Pro results to BEDPE format",
      "topics": [
        "hicpro2bedpe"
      ]
    },
    {
      "page": "HMEC.chr10",
      "title": "Hi-C data from HMEC cell line - chromosome 10 at 500kb resolution",
      "topics": [
        "HMEC.chr10"
      ]
    },
    {
      "page": "HMEC.chr22",
      "title": "Hi-C data from HMEC cell line - chromosome 22 at 500kb resolution",
      "topics": [
        "HMEC.chr22"
      ]
    },
    {
      "page": "hmec.IS",
      "title": "Hi-C data from HMEC cell line - chromosome 22 at 500kb resolution",
      "topics": [
        "hmec.IS"
      ]
    },
    {
      "page": "KRnorm",
      "title": "Performs KR (Knight-Ruiz) normalization on a Hi-C matrix",
      "topics": [
        "KRnorm"
      ]
    },
    {
      "page": "MA_norm",
      "title": "Perform MA normalization on a hic.table object",
      "topics": [
        "MA_norm"
      ]
    },
    {
      "page": "make_InteractionSet",
      "title": "Convert HiCdiff results to InteractionSet object",
      "topics": [
        "make_InteractionSet"
      ]
    },
    {
      "page": "manhattan_plot",
      "title": "Create a Manhattan plot for the results of HiCcompare",
      "topics": [
        "manhattan_plot"
      ]
    },
    {
      "page": "MD.plot1",
      "title": "Visualize the MD plot before and after loess normalization",
      "topics": [
        "MD.plot1"
      ]
    },
    {
      "page": "MD.plot2",
      "title": "Visualize the MD plot.",
      "topics": [
        "MD.plot2"
      ]
    },
    {
      "page": "NHEK.chr10",
      "title": "Hi-C data from NHEK cell line - chromosome 10 at 500kb resolution",
      "topics": [
        "NHEK.chr10"
      ]
    },
    {
      "page": "NHEK.chr22",
      "title": "Hi-C data from NHEK cell line - chromosome 22 at 500kb resolution",
      "topics": [
        "NHEK.chr22"
      ]
    },
    {
      "page": "nhek.IS",
      "title": "Hi-C data from NHEK cell line - chromosome 22 at 500kb resolution",
      "topics": [
        "nhek.IS"
      ]
    },
    {
      "page": "remove_centromere",
      "title": "Function to remove centromere columns and rows from a full Hi-C contact matrix",
      "topics": [
        "remove_centromere"
      ]
    },
    {
      "page": "SCN",
      "title": "SCN normalization from Cournac 2012",
      "topics": [
        "SCN"
      ]
    },
    {
      "page": "sim_matrix",
      "title": "Simulate 2 Hi-C matrices with differences",
      "topics": [
        "sim_matrix"
      ]
    },
    {
      "page": "sim.other.methods",
      "title": "Compare other normalization methods on simulated data",
      "topics": [
        "sim.other.methods"
      ]
    },
    {
      "page": "sparse2full",
      "title": "Transform a sparse upper triangular matrix to a full Hi-C contact matrix",
      "topics": [
        "sparse2full"
      ]
    },
    {
      "page": "split_centromere",
      "title": "Function to split hic.table into 2 subsets at the centromere",
      "topics": [
        "split_centromere"
      ]
    },
    {
      "page": "total_sum",
      "title": "Total sum normalization for a list of hic.table objects",
      "topics": [
        "total_sum"
      ]
    },
    {
      "page": "visualize_pvals",
      "title": "Function to visualize p-values from HiCcompare results",
      "topics": [
        "visualize_pvals"
      ]
    }
  ],
  "_readme": "https://github.com/bioc/HiCcompare/raw/HEAD/README.md",
  "_rundeps": [
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      "source": "HiCcompare-vignette.Rmd",
      "filename": "HiCcompare-vignette.html",
      "title": "HiCcompare Vignette",
      "author": "John Stansfield, Mikhail Dozmorov",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "How to use HiCcompare",
        "Installation",
        "Getting Hi-C Data",
        "Extracting data from .hic files",
        "Extracting data from .cool files",
        "Using data from HiC-Pro",
        "Detecting Copy Number Variations and Excluding regions",
        "Creating the hic.table object",
        "Sparse upper triangular format",
        "BEDPE format",
        "HiC-Pro format",
        "InteractionSet/GRanges format",
        "Total Sum Scaling",
        "Joint Normalization",
        "Difference Detection",
        "Converting HiCcompare results to InteractionSet objects",
        "Simulating Hi-C Data",
        "Additional Functions",
        "Using HiCcompare on a cluster",
        "Session Info"
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      "created": "2017-07-11 20:14:53",
      "modified": "2023-06-04 11:32:32",
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