{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# *SNURF* differentially methylated region\n", "\n", "This example demonstrates the paternally imprinted differentially methylated region (DMR) in the [*SNURF* gene](https://www.ncbi.nlm.nih.gov/gene/8926). Usually this DMR is only methylated in the paternal haplotype but not in the maternal haplotype. We use PacBio HiFi long-read sequencing data generated from the HG002 individual from the [Genome in a Bottle](https://www.nist.gov/programs-projects/genome-bottle) cohort. The BAM file used here has been haplotype-tagged using the `HP` tag.\n", "\n", "\n", "Data sources:\n", "- PacBio HiFi sequencing: [URL](https://downloads.pacbcloud.com/public/dataset/HG002-CpG-methylation-202202/HG002.GRCh38.haplotagged.bam)\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "tags": [] }, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import lakeview as lv" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "tags": [ "hide-output" ] }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "CHROMOSOME = \"chr15\"\n", "PACBIO_BAM_PATH = \"../../tests/data/HG002_GRCh38_SNURF_haplotagged.bam\"\n", "\n", "painter = lv.SequenceAlignment.from_file(PACBIO_BAM_PATH, CHROMOSOME)\n", "fig, ax = plt.subplots(figsize=(8, 5))\n", "painter.draw_alignment(\n", " ax,\n", " group_by=lambda segment: segment.get_tag(\"HP\") if segment.has_tag(\"HP\") else 3,\n", " group_labels={1: \"Haplotype 1\", 2: \"Haplotype 2\", 3: \"Haplotype unknown\"},\n", " show_modified_bases=True,\n", " modified_bases_kw=dict(\n", " linewidth=1.5,\n", " colormaps={(\"C\", \"m\", \"+\"): \"cividis\", (\"C\", \"m\", \"-\"): \"cividis\"},\n", " ),\n", ")\n", "ax.set_title(r\"$\\it{SNURF}$ differentially methylated region\")\n", "ax.set_xlim(24.953e6, 24.958e6)\n", "ax.set_xlabel(\"chr15\")\n", "ax.xaxis.set_major_formatter(lv.plot.BasePairFormatter(\"Mb\", show_suffix=True))" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", 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