{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Quickstart (API)\n", "\n", "\n", "This document is for teaching the basic usage of `coolbox` API and explaining some basic conceptions.\n", "It is a good starting point for using CoolBox.\n", "\n", "Interactive online version: [Binder](https://mybinder.org/v2/gh/GangCaoLab/CoolBox/HEAD?filepath=docs%2Fsource%2Fquick_start_API.ipynb)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, let's import all the components from `coolbox.api`, and check your CoolBox version." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# change working directory\n", "import os\n", "os.chdir(\"../../\")\n", "print(f\"Current working directory: {os.path.abspath(os.curdir)}\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import coolbox\n", "from coolbox.api import *" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'0.3.0'" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "coolbox.__version__" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Data preparation\n", "### Testing dataset\n", "\n", "Here, we use [a small testing dataset](https://github.com/GangCaoLab/CoolBox/tree/master/tests/test_data) for convenience.\n", "This dataset contains files in differnet file formats,\n", "and they are in the same genome range (chr9:4000000-6000000) of the human reference genome (hg19)." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/Users/bakezq/Desktop/workspace/CoolBox.nosync\r\n", "total 197152\r\n", "-rw-r--r-- 1 bakezq staff 787K Dec 6 04:11 bam_chr9_4000000_6000000.bam\r\n", "-rw-r--r-- 1 bakezq staff 5.8K Jan 16 09:32 bam_chr9_4000000_6000000.bam.bai\r\n", "-rw-r--r-- 1 bakezq staff 8.5K Dec 6 04:11 bed_chr9_4000000_6000000.bed\r\n", "-rw-r--r-- 1 bakezq staff 2.2K Jan 16 09:32 bed_chr9_4000000_6000000.bed.bgz\r\n", "-rw-r--r-- 1 bakezq staff 220B Jan 16 09:32 bed_chr9_4000000_6000000.bed.bgz.tbi\r\n", "-rw-r--r-- 1 bakezq staff 18K Dec 6 04:11 bedgraph_chr9_4000000_6000000.bg\r\n", "-rw-r--r-- 1 bakezq staff 264B Dec 6 04:11 bedpe_chr9_4000000_6000000.bedpe\r\n", "-rw-r--r-- 1 bakezq staff 147B Jan 16 09:14 bedpe_chr9_4000000_6000000.bedpe.bgz\r\n", "-rw-r--r-- 1 bakezq staff 160B Jan 16 09:14 bedpe_chr9_4000000_6000000.bedpe.bgz.px2\r\n", "-rw-r--r-- 1 bakezq staff 31K Dec 6 04:11 bigwig_chr9_4000000_6000000.bw\r\n", "-rw-r--r-- 1 bakezq staff 23M Jan 15 22:08 cool_chr1_89000000_90400000_for_cmp_1.mcool\r\n", "-rw-r--r-- 1 bakezq staff 23M Jan 15 22:08 cool_chr1_89000000_90400000_for_cmp_2.mcool\r\n", "-rw-r--r--@ 1 bakezq staff 26M Dec 6 23:26 cool_chr9_4000000_6000000.mcool\r\n", "-rw-r--r-- 1 bakezq staff 13M Jan 16 06:07 dothic_chr9_4000000_6000000.hic\r\n", "-rw-r--r--@ 1 bakezq staff 9.3M Dec 29 19:24 down100.ctcf.pkl\r\n", "-rw-r--r-- 1 bakezq staff 535K Dec 6 04:11 gtf_chr9_4000000_6000000.gtf\r\n", "-rw-r--r-- 1 bakezq staff 28K Jan 16 09:21 gtf_chr9_4000000_6000000.gtf.bgz\r\n", "-rw-r--r-- 1 bakezq staff 398B Jan 16 09:21 gtf_chr9_4000000_6000000.gtf.bgz.tbi\r\n", "-rw-r--r-- 1 bakezq staff 32K Dec 6 04:11 hg19_ideogram.txt\r\n", "-rw-r--r-- 1 bakezq staff 1.9K Dec 6 04:11 human.hg19.genome\r\n", "-rw-r--r-- 1 bakezq staff 2.1K Dec 6 23:26 make_test_dataset.py\r\n", "-rw-r--r-- 1 bakezq staff 777B Dec 6 04:11 pairs_chr9_4000000_6000000.pairs\r\n", "-rw-r--r-- 1 bakezq staff 298B Jan 16 09:14 pairs_chr9_4000000_6000000.pairs.bgz\r\n", "-rw-r--r-- 1 bakezq staff 258B Jan 16 09:14 pairs_chr9_4000000_6000000.pairs.bgz.px2\r\n", "-rw-r--r-- 1 bakezq staff 592B Dec 6 04:11 peak_chr9_4000000_6000000.bedpe\r\n", "-rw-r--r-- 1 bakezq staff 206B Jan 16 09:22 peak_chr9_4000000_6000000.bedpe.bgz\r\n", "-rw-r--r-- 1 bakezq staff 222B Jan 16 09:22 peak_chr9_4000000_6000000.bedpe.bgz.px2\r\n", "-rw-r--r-- 1 bakezq staff 765K Dec 6 04:11 snp_chr9_4000000_6000000.snp\r\n", "-rw-r--r-- 1 bakezq staff 299K Jan 16 09:25 snp_chr9_4000000_6000000.snp.bgz\r\n", "-rw-r--r-- 1 bakezq staff 1.1K Jan 16 09:25 snp_chr9_4000000_6000000.snp.bgz.tbi\r\n", "-rw-r--r-- 1 bakezq staff 432B Dec 6 04:11 tad_chr9_4000000_6000000.bed\r\n", "-rw-r--r-- 1 bakezq staff 153B Jan 16 09:25 tad_chr9_4000000_6000000.bed.bgz\r\n", "-rw-r--r-- 1 bakezq staff 133B Jan 16 09:25 tad_chr9_4000000_6000000.bed.bgz.tbi\r\n" ] } ], "source": [ "!pwd\n", "!ls -lh tests/test_data/" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Here, we define const values for reference files easily later\n", "DATA_DIR = \"tests/test_data\"\n", "TEST_RANGE = \"chr9:4000000-6000000\"\n", "RANGE_MARK = \"chr9_4000000_6000000\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Track is the basic element\n", "\n", "In CoolBox ploting system, \"Track\" is the basic element. If you have used genome browsers like [UCSC Genome Browser](https://genome.ucsc.edu/) or [WashU EpiGenome Browser](https://epigenomegateway.wustl.edu/), you must know what it is.\n", "\n", "Basically, \"Track\" is an image that is related to a piece of continuous region on the reference genome. The most common track is the `bigWig` track, If you have read some papers about epigenomics you must have seen some figures like this:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "bigwig_path = f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\"\n", "\n", "frame = XAxis() + BigWig(bigwig_path) # input a file path\n", "frame.plot(TEST_RANGE) # input a genome range" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Actually, `bigWig` is just one kind of track. There are other kinds of tracks in CoolBox used to display other kinds of genomic data like long range genome interaction from ChIA-PET and genome contact matrix from Hi-C.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Track types\n", "\n", "Now, CoolBox supports the following track types:\n", "\n", "\n", "| Track Type | Relevant file format | Description |\n", "| :---------: | :---------: | :---------: |\n", "| Track | `None` | Base class for all tracks. |\n", "| XAxis | `None` | X axis of genome. |\n", "| Spacer | `None` | For add vertical space between two tracks. |\n", "| BAM | [.bam](https://samtools.github.io/hts-specs/SAMv1.pdf) | BAM track for visualize the coverage or alignment. |\n", "| GTF | [.gtf](https://genome.ucsc.edu/FAQ/FAQformat.html#format4) | Track of GTF file, for visualize gene annotation. |\n", "| HistBase | `None` | Base class for all hist-like tracks. |\n", "| BigWig | [.bigwig](https://genome.ucsc.edu/goldenPath/help/bigWig.html#:~:text=BigWig%20files%20are%20created%20from,to%20the%20Genome%20Browser%20server.) | Track of bigWig file. |\n", "| BedGraph | [.bedgraph](https://genome.ucsc.edu/goldenPath/help/bedgraph.html) | Track of bedgraph file. |\n", "| BAMCov | [.bam](https://samtools.github.io/hts-specs/SAMv1.pdf) | BAM Coverage track for visualize reads coverage. |\n", "| SNP | .tsv, .vcf | Track for show SNPs Manhattan plot. Input file is a tab-split file, contain SNP's chrom, position, pvalue information. |\n", "| Virtual4C | .cool, .mcool, .hic | Virtual 4C track, using Hi-C data to mimic 4C. |\n", "| DiScore | .cool, .mcool, .hic | Directionality index of Hi-C matrix for detecting TAD. |\n", "| InsuScore | .cool, .mcool, .hic | Insulation score of Hi-C matrix for inferring TAD borders. |\n", "| BedBase | `None` | Base class for all bed-like(1d intervals) tracks. |\n", "| BED | [.bed](https://genome.ucsc.edu/FAQ/FAQformat.html#format1) | Track of Bed file, for visualization genome annotation,like refSeq genes and chromatin states or TAD intervals. |\n", "| TADCoverage | [.bed](https://genome.ucsc.edu/FAQ/FAQformat.html#format1) | Track Coverage for showing TAD(topologically associated domains) upon a HicMat track. |\n", "| ArcsBase | `None` | Nase class for all bedpe-like(2d contacts/regions) tracks. |\n", "| Arcs | .pairs, .bedpe | Show the chromosome interactions get from ChIA-PET or Hi-C loop data. |\n", "| BEDPE | [.bedpe](https://bedtools.readthedocs.io/en/latest/content/general-usage.html#bedpe-format) | Same to Arcs, specific to BEDPE file |\n", "| Pairs | [.pairs](https://github.com/4dn-dcic/pairix/blob/master/pairs_format_specification.md) | Same to Arcs, specific to Pairs file |\n", "| HiCPeaksCoverage | .bedpe, .pairs | HiCPeaks Coverage track for displaying peaks upon a HicMat track. |\n", "| HiCMatBase | `None` | Base class for all matrix-like(2d ndarray) tracks. |\n", "| HiCMat | .cool, .mcool, .hic | Show the chromosome contact matrix from Hi-C data. |\n", "| Cool | [.cool, .mcool](https://github.com/mirnylab/cooler) | Same to HiCMat, specific to cooler's `.cool` or `.mcool` format. |\n", "| DotHiC | [.hic](https://github.com/aidenlab/juicer/wiki/Data#hic-files) | Same to HiCMat, specific to juicer `.hic` file format. |\n", "| HiCDiff | .cool, .mcool, .hic | Show the difference between two contact matrix. |\n", "| Selfish | .cool, .mcool, .hic | Show the difference computed by Selfish algorithm between two contact matrix. |\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Other kinds of tracks:\n", "\n", "#### BED track :\n", "BED track is used to show the genome annotation information like RefSeq or chromatin states.\n", "Here, we have the RefSeq data which can be visualized with `coolbox.api.BED`:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Visualizing RefSeq with CoolBox:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "[WARNING:plot.py:56 - plot_genes()] *WARNING* Color set to 'bed_rgb', but bed file does not have the rgb field. The color has been set to #1f78b4\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frame = XAxis() + BED(f\"{DATA_DIR}/bed_{RANGE_MARK}.bed\") + TrackHeight(8)\n", "\n", "frame.plot(\"chr9:4700000-4900000\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### GTFtrack :\n", "GTF track is also used to visualize gene annotations:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frame = XAxis() + GTF(f\"{DATA_DIR}/gtf_{RANGE_MARK}.gtf\") + TrackHeight(5)\n", "\n", "frame.plot(TEST_RANGE)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Hi-C (.cool) Track\n", "\n", "CoolBox also supports Hi-C data visualization.\n", "\n", "CoolBox supports two types of input format for Hi-C matrix data, \n", "[.cool](https://github.com/GangCaoLab/CoolBox/wiki/Hi-C#cool) \n", "and [.hic](https://github.com/GangCaoLab/CoolBox/wiki/Hi-C#dothic) file.\n", "\n", "Their API is very similar, \n", "You can use `CoolBox.api.HiCMat` to visualize both.\n", "\n", "Here, we use a `.cool` file as an example." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### `multi-cool(.mcool)` for multiple resolution Hi-C matrix\n", "\n", "Cooler file supports multi-resolution interaction matrix storage (normally file name ends with `.mcool`), this feature allows us take appropriate resolution matrix data depending on the corresponding genome region size, it lets program respond fast when plotting the Hi-C matrix.\n", "\n", "The multi-resolution cooler file is recommended. You can use `cooler zoomify` command to create multi-resolution cooler file from a single resolution cooler file." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frame = XAxis() + HiCMat(f\"{DATA_DIR}/cool_{RANGE_MARK}.mcool\")\n", "frame.plot(TEST_RANGE)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Default Hi-C Track will be plotted in `triangular` style. It also can be plotted in `matrix` or `window` style.\n", "\n", "Just specify the `style` parameter, when creating Cool instance, like this: " ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frame = XAxis() + \\\n", " HiCMat(f\"{DATA_DIR}/cool_{RANGE_MARK}.mcool\", style='matrix', color_bar='horizontal')\n", "frame.plot(TEST_RANGE)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frame = XAxis() + HiCMat(f\"{DATA_DIR}/cool_{RANGE_MARK}.mcool\", style='window', depth_ratio=0.3)\n", "frame.plot(\"chr9:4500000-5500000\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`Cool` shows balanced matrix as default, if you want to show the unbalanced matrix, you can set as:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frame = XAxis() + HiCMat(f\"{DATA_DIR}/cool_{RANGE_MARK}.mcool\", style='window', depth_ratio=0.3, balance=False) + MinValue(1)\n", "frame.plot(\"chr9:4500000-5500000\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Arcs Track\n", "\n", "Technologies like ChIA-PET or HiChIP can produce many long-range genome-wide chromatin interactions.\n", "\n", "And, sometimes, the Hi-C contact matrix contains too much information than needed. \n", "When we only need some of the most important interactions from it, \n", "we can use some tools like [HICCUPS](https://github.com/theaidenlab/juicer/wiki/HiCCUPS) to call the most significant interactions, or \"peaks\" from the contact matrix.\n", "\n", "In either case, Arcs Track can be used to visulize the data.\n", "Arcs track accepts `.pairs` or `.bedpe` format:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# BEDPE\n", "frame = XAxis() + Arcs(f\"{DATA_DIR}/bedpe_{RANGE_MARK}.bedpe\", line_width=2)\n", "frame.plot(TEST_RANGE)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Pairs\n", "frame = XAxis() + Arcs(f\"{DATA_DIR}/pairs_{RANGE_MARK}.pairs\", line_width=1.5)\n", "frame.plot(\"chr9:4500000-5000000\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Compose Tracks to Frame\n", "\n", "In CoolBox you can compose tracks with \"+\" operator, as shown above, compose `XAxis` track and a `bigwig` track to a frame object:\n", "\n", "```\n", "frame = XAxis() + BigWig(\"data/K562_RNASeq.bigWig\")\n", "```\n", "\n", "Frame is a higher level object and it denotes a set of related tracks. We can use a long \"+\" expression to compose a complex Frame." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "cool1 = Cool(f\"{DATA_DIR}/cool_{RANGE_MARK}.mcool\")\n", "\n", "frame = XAxis() + \\\n", " cool1 + Title(\"Hi-C(.cool)\") + \\\n", " Spacer(0.5) + \\\n", " Virtual4C(cool1, \"chr9:4986000-4986000\") + Title(\"Virtual4C\") + \\\n", " Spacer(0.5) + \\\n", " BAMCov(f\"{DATA_DIR}/bam_{RANGE_MARK}.bam\") + Title(\"BAM Coverage\") +\\\n", " Spacer(0.5) + \\\n", " Arcs(f\"{DATA_DIR}/bedpe_{RANGE_MARK}.bedpe\") + Inverted() + Title(\"Arcs(BEDPE)\") + \\\n", " Spacer(0.1) + \\\n", " Arcs(f\"{DATA_DIR}/pairs_{RANGE_MARK}.pairs\") + Inverted() + Title(\"Arcs(Pairs)\") + \\\n", " GTF(f\"{DATA_DIR}/gtf_{RANGE_MARK}.gtf\", length_ratio_thresh=0.005) + TrackHeight(6) + Title(\"GTF Annotation\") + \\\n", " Spacer(0.1) + \\\n", " BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\") + Title(\"BigWig\")" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frame.plot(TEST_RANGE)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Adjust Tracks and Frame with Feature\n", "\n", "Maybe you have noticed that, in the complex expression above, there are some elements which added with \n", "Tracks is not a Track, for example, the `TrackHeight`, `Title` and `Title`.\n", "\n", "These elements are `Feature` and they represent the features of the Track.\n", "\n", "For example, we set the color and track height feature of a `bigWig` track." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "frame = XAxis() + \\\n", " BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\") + \\\n", " Color(\"#ce00ce\") + TrackHeight(8)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frame.plot(TEST_RANGE)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And we can adjust the min value and max value of the track:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "frame = XAxis() + \\\n", " BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\") + \\\n", " Color(\"#ce00ce\") + TrackHeight(5) + \\\n", " MinValue(0) + MaxValue(50)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frame.plot(TEST_RANGE)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### `with` statement\n", "\n", "By the way, there are one useful trick, you can use Feature with \"`with statement`\", like:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "with Color(\"#fd9c6b\"):\n", " frame1 = XAxis() +\\\n", " BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\") +\\\n", " BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\") +\\\n", " BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\")\n", "\n", "with Color(\"#66ccff\"):\n", " frame2 = BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\") +\\\n", " BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\")\n", " \n", "frame = frame1 + frame2" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frame.plot(TEST_RANGE)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As shown above, any tracks created inside the \"`with statement`\" will have the specified feature.\n", "\n", "Using this trick, we can simplify the complex expression:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Coverage\n", "\n", "Sometimes we need to draw some graphics above the original figure, for example, \n", "the vertical lines and highlight regions. CoolBox has another kinds of element, the `Coverage`.\n", "We can add coverage with track, after added to track, coverage will be plotted above the track when the track is plotted." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Vertical lines" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "locus = [(\"chr9\", 4500000), (\"chr9\", 5000000)]\n", "frame = XAxis() + BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\") + Vlines(locus, line_width=2)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frame.plot(TEST_RANGE)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Like the `Feature` if you want a set of tracks with same coverge, you can use the \"`with statement`\":" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "with Vlines(locus, line_width=2):\n", " frame = BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\") +\\\n", " BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\") +\\\n", " BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\")\n", "frame = XAxis() + frame + XAxis()" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frame.plot(TEST_RANGE)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Or, you can also use `*` operator do this: " ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "frame = BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\") +\\\n", " BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\") +\\\n", " BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\")\n", "frame = frame * Vlines(locus, line_width=2)\n", "frame = XAxis() + frame + XAxis()" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frame.plot(TEST_RANGE)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### HighLights" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "regions= [\"chr9:4600000-5000000\", \"chr9:5750000-5950000\"]\n", "\n", "highlights = HighLights(regions, color=\"green\", alpha=0.05)\n", "\n", "with highlights, Color(\"#aa5cff\"):\n", " frame = BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\") +\\\n", " BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\") +\\\n", " BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\")\n", "\n", "frame = XAxis() + frame + XAxis()" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frame.plot(TEST_RANGE)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Explore Genomic Data with `coolbox.api.Browser`\n", "\n", "When you want to explore the data, you will change the genome region window very frequently.\n", "Under these circumstances, when you want to do the operations like \"move right\", \"move left\", \"zoom in\", \"zoom out\",\n", "if you use above `Frame.plot` API to plot the figure, you must change parameters and run again.\n", "It is tiresome and boring.\n", "In order to solve this problem, CoolBox impletmented a simple GUI with [ipywidgets](https://ipywidgets.readthedocs.io/).\n", "\n", "You can create a `Browser` instance with a composed frame, and call `.show()` method to show the browser.\n" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "cool1 = Cool(f\"{DATA_DIR}/cool_{RANGE_MARK}.mcool\")\n", "\n", "frame = XAxis() + \\\n", " cool1 + Title(\"Hi-C(.cool)\") + \\\n", " Spacer(0.5) + \\\n", " Virtual4C(cool1, \"chr9:4986000-4986000\") + Title(\"Virtual4C\") + \\\n", " Spacer(0.5) + \\\n", " BAM(f\"{DATA_DIR}/bam_{RANGE_MARK}.bam\") + Title(\"BAM Coverage\") +\\\n", " Spacer(0.5) + \\\n", " Arcs(f\"{DATA_DIR}/bedpe_{RANGE_MARK}.bedpe\") + Inverted() + Title(\"Arcs(BEDPE)\") + \\\n", " Spacer(0.1) + \\\n", " Arcs(f\"{DATA_DIR}/pairs_{RANGE_MARK}.pairs\") + Inverted() + Title(\"Arcs(Pairs)\") + \\\n", " GTF(f\"{DATA_DIR}/gtf_{RANGE_MARK}.gtf\", length_ratio_thresh=0.005) + TrackHeight(6) + Title(\"GTF Annotation\") + \\\n", " Spacer(0.1) + \\\n", " BigWig(f\"{DATA_DIR}/bigwig_{RANGE_MARK}.bw\") + Title(\"BigWig\")\n", "\n", "bsr = Browser(frame)\n", "bsr.goto(TEST_RANGE)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Note: browser is valid only when the jupyter kernel is active**" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "scrolled": false }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "5e0b46d1dfe74b049802251254d432c6", "version_major": 2, "version_minor": 0 }, "text/plain": [ "VBox(children=(VBox(children=(HBox(children=(Dropdown(index=8, options=('chr1', 'chr2', 'chr3', 'chr4', 'chr5'…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bsr.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fetch precise data use `.fetch_data` API\n", "\n", "In CoolBox, data and figure are bound together with a single Python object. So, you can fetch precise data of what you see in the figure.\n", "\n", "Call the `.fetch_data` method of `Browser` or `Frame`, will return an `collection.OrderDict` which stores many `pandas.Dataframe` objects corresponding to each track in the browser or frame, and the data is only about the current genome region." ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "OrderedDict([('XAxis.21', ),\n", " ('Cool.6',\n", " ),\n", " ('Spacer.6',\n", " ),\n", " ('Virtual4C.2',\n", " ),\n", " ('Spacer.7',\n", " ),\n", " ('BAM.1', ),\n", " ('Spacer.8',\n", " ),\n", " ('BEDPE.3',\n", " ),\n", " ('Spacer.9',\n", " ),\n", " ('Pairs.3',\n", " ),\n", " ('GTF.3', ),\n", " ('Spacer.10',\n", " ),\n", " ('BigWig.20',\n", " )])" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "bsr.tracks" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "current_data = bsr.fetch_data()" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "['XAxis.21',\n", " 'Cool.6',\n", " 'Spacer.6',\n", " 'Virtual4C.2',\n", " 'Spacer.7',\n", " 'BAM.1',\n", " 'Spacer.8',\n", " 'BEDPE.3',\n", " 'Spacer.9',\n", " 'Pairs.3',\n", " 'GTF.3',\n", " 'Spacer.10',\n", " 'BigWig.20']" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "list(current_data.keys())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Data of each track related to the current genome range are stored in this dict:" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "scrolled": true }, "outputs": [], "source": [ "current_cool = current_data['Cool.6']" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n" ] }, { "data": { "text/plain": [ "(401, 401)" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "print(type(current_cool))\n", "current_cool.shape" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
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seqnamesourcefeaturestartendscorestrandframeattributegene_name
0chr9protein_codinggene38241274348392.-.gene_id \"ENSG00000107249\"; gene_name \"GLIS3\"; ...GLIS3
1chr9protein_codingtranscript38241274152183.-.gene_id \"ENSG00000107249\"; transcript_id \"ENST...GLIS3
2chr9protein_codingtranscript38276984299916.-.gene_id \"ENSG00000107249\"; transcript_id \"ENST...GLIS3
3chr9retained_introntranscript38554374118017.-.gene_id \"ENSG00000107249\"; transcript_id \"ENST...GLIS3
4chr9processed_transcripttranscript39323604081361.-.gene_id \"ENSG00000107249\"; transcript_id \"ENST...GLIS3
\n", "
" ], "text/plain": [ " seqname source feature start end score strand \\\n", "0 chr9 protein_coding gene 3824127 4348392 . - \n", "1 chr9 protein_coding transcript 3824127 4152183 . - \n", "2 chr9 protein_coding transcript 3827698 4299916 . - \n", "3 chr9 retained_intron transcript 3855437 4118017 . - \n", "4 chr9 processed_transcript transcript 3932360 4081361 . - \n", "\n", " frame attribute gene_name \n", "0 . gene_id \"ENSG00000107249\"; gene_name \"GLIS3\"; ... GLIS3 \n", "1 . gene_id \"ENSG00000107249\"; transcript_id \"ENST... GLIS3 \n", "2 . gene_id \"ENSG00000107249\"; transcript_id \"ENST... GLIS3 \n", "3 . gene_id \"ENSG00000107249\"; transcript_id \"ENST... GLIS3 \n", "4 . gene_id \"ENSG00000107249\"; transcript_id \"ENST... GLIS3 " ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "current_data['GTF.3'].head(5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can perform some statistics analysis on it. For example, count the distribution of interaction count, etc...\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Taken together" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "[WARNING:plot.py:56 - plot_genes()] *WARNING* Color set to 'bed_rgb', but bed file does not have the rgb field. The color has been set to #1f78b4\n", "[WARNING:plot.py:56 - plot_genes()] *WARNING* Color set to 'bed_rgb', but bed file does not have the rgb field. The color has been set to #1f78b4\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ "DATA_DIR = f\"tests/test_data\"\n", "test_interval = \"chr9:4000000-6000000\"\n", "test_itv = test_interval.replace(':', '_').replace('-', '_')\n", "\n", "cool1 = Cool(f\"{DATA_DIR}/cool_{test_itv}.mcool\", cmap=\"JuiceBoxLike\", style='window', color_bar='vertical')\n", "with TrackHeight(2):\n", " frame = XAxis() + \\\n", " cool1 + Title(\"Hi-C(.cool)\") + \\\n", " TADCoverage(f\"{DATA_DIR}/tad_{test_itv}.bed\", border_only=True, alpha=1) + Title(\"HIC with TADs\") + \\\n", " Spacer(0.1) + \\\n", " BED(f\"{DATA_DIR}/tad_{test_itv}.bed\", border_only=True, alpha=1) + Title(\"TADs\") + \\\n", " DiScore(cool1, window_size=30) + Feature(title=\"Directionality index\") + \\\n", " InsuScore(cool1, window_size=30) + Title(\"Insulation score\") + \\\n", " Virtual4C(cool1, \"chr9:4986000-4986000\") + Title(\"Virtual4C\") + \\\n", " BAMCov(f\"{DATA_DIR}/bam_{test_itv}.bam\") + Title(\"BAM Coverage\") +\\\n", " Spacer(0.1) + \\\n", " Arcs(f\"{DATA_DIR}/bedpe_{test_itv}.bedpe\", line_width=1.5) + Title(\"Arcs(BEDPE)\") + \\\n", " Arcs(f\"{DATA_DIR}/pairs_{test_itv}.pairs\", line_width=1.5) + Inverted() + Title(\"Arcs(Pairs)\") + \\\n", " GTF(f\"{DATA_DIR}/gtf_{test_itv}.gtf\", length_ratio_thresh=0.005) + TrackHeight(6) + Title(\"GTF Annotation\") + \\\n", " Spacer(0.1) + \\\n", " BigWig(f\"{DATA_DIR}/bigwig_{test_itv}.bw\") + Title(\"BigWig\") + \\\n", " BedGraph(f\"{DATA_DIR}/bedgraph_{test_itv}.bg\") + Title(\"BedGraph\") + \\\n", " Spacer(0.1) + \\\n", " BED(f\"{DATA_DIR}/bed_{test_itv}.bed\") + Feature(height=10, title=\"BED Annotation\")\n", "frame.properties['width'] = 45\n", "frame.goto(test_interval)\n", "frame.show()\n" ] } ], "metadata": { "@webio": { "lastCommId": null, "lastKernelId": null }, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.8" } }, "nbformat": 4, "nbformat_minor": 2 }