{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "nbsphinx": "hidden" }, "outputs": [], "source": [ "# Don't mind me !\n", "# Hidden cell to setup imports and rendering\n", "%matplotlib inline\n", "import sys\n", "sys.path.insert(0, '../../../moclo')\n", "import moclo.kits\n", "import moclo.registry\n", "moclo.kits.__path__.append('../../../moclo-ytk/moclo/kits')\n", "moclo.registry.__path__.append('../../../moclo-ytk/moclo/registry')\n", "import moclo.kits.ytk\n", "import moclo.registry.ytk" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# YTK integration vector\n", "\n", "In this example, we will be using the `moclo` library as well as the `moclo-ytk` extension kit to generate the pre-assembled YTK integration vector (**pYTK096**) from the available YTK parts, as described in the [*Lee et al.* paper](https://doi.org/10.1021/sb500366v)\n", "\n", "## Structure\n", "\n", "The list of parts, as well as the vector structure, can be found in the **Supporting Table S1** from the *Lee et al.* supplementary materials:\n", "\n", "![](https://pubs.acs.org/na101/home/literatum/publisher/achs/journals/content/asbcd6/2015/asbcd6.2015.4.issue-9/sb500366v/20150914/images/medium/sb-2014-00366v_0007.gif)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading parts" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We'll be loading each of the desired parts from the `moclo-ytk` registry. \n", "It is generated from the GenBank distributed with the YTK kits. \n", "They can be found on the [AddGene YTK page](https://www.addgene.org/kits/moclo-ytk/#protocols-and-resources)." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from moclo.registry.ytk import YTKRegistry\n", "registry = YTKRegistry()\n", "\n", "vector = registry['pYTK090'].entity # Part 8a\n", "modules = [registry['pYTK008'].entity, # Part 1\n", " registry['pYTK047'].entity, # Part 234r\n", " registry['pYTK073'].entity, # Part 5\n", " registry['pYTK074'].entity, # Part 6\n", " registry['pYTK086'].entity, # Part 7\n", " registry['pYTK092'].entity] # Part 8b" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Checking parts\n", "\n", "We can use `dna_features_viewer` to visualize your records before proceeding (for readability purposes, we'll show the records as linear although they are plasmids):" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import itertools\n", "import dna_features_viewer as dfv\n", "import matplotlib.pyplot as plt\n", "\n", "translator = dfv.BiopythonTranslator([lambda f: f.type != 'source'])\n", "plt.figure(1, figsize=(24, 10))\n", "for index, entity in enumerate(itertools.chain(modules, [vector])):\n", " ax = plt.subplot(2, 4, index + 1)\n", " translator.translate_record(entity.record).plot(ax)\n", " plt.title(entity.record.id)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Creating the assembly\n", "\n", "We use the `Part 8a` as our base assembly vector, and then assemble all the other parts into that vector:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "assembly = vector.assemble(*modules)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Rendering the assembly sequence map\n", "\n", "When creating an assembly, corresponding regions of the obtained sequence will be annotated with the ID of the sequence they come from. We build a simple translator to color the different parts of the plasmid like in the original paper." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "nbsphinx": "hidden" }, "outputs": [], "source": [ "class IntegrationVectorTranslator(dfv.BiopythonTranslator):\n", " \n", " table = {\n", " \"source: pYTK008\": (\"ConLS'\", '#84c6e0'),\n", " \"source: pYTK047\": (\"GFP Dropout\", '#cfbeac'),\n", " \"source: pYTK073\": (\"ConRE'\", '#8069af'),\n", " \"source: pYTK074\": (\"URA3\", '#f7d192'),\n", " \"source: pYTK086\": (\"URA3 3' Hom\", '#8b6137'),\n", " \"source: pYTK090\": (\"KanR ColE1\", '#7f7f7f'),\n", " \"source: pYTK092\": (\"URA3 5' Hom\", '#7f7f7f'),\n", " }\n", "\n", " compute_feature_color = lambda self, f: self.table[f.qualifiers['label']][1]\n", " compute_feature_label = lambda self, f: self.table[f.qualifiers['label']][0]\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With the translator ready, we can display the pre-assembled integration vector assembled by `moclo`:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "vec_translator = IntegrationVectorTranslator([lambda f: f.type == 'source'])\n", "vec_translator.translate_record(assembly, dfv.CircularGraphicRecord).plot(figure_width=8)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Comparing the assembly to the expected vector\n", "\n", "Hopefully the obtained assembly should look like the `pYTK096` plasmid, distributed with the official YTK parts:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(3, figsize=(24, 10))\n", "\n", "ax = plt.subplot(2, 1, 1)\n", "translator.translate_record(assembly).plot(ax)\n", "plt.title('Assembly')\n", "\n", "ax = plt.subplot(2, 1, 2)\n", "translator.translate_record(registry['pYTK096'].entity.record).plot(ax)\n", "plt.title('Expected')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "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": "3.8.0" } }, "nbformat": 4, "nbformat_minor": 2 }