From 9e242ef998911352fb990b70f3f7c7eae1ae950e Mon Sep 17 00:00:00 2001 From: soldatmat Date: Tue, 27 May 2025 15:58:42 +0200 Subject: [PATCH] Update model name --- ...=> EnzymeExplorer_(input_UniProt_ID).ipynb | 406 +++++------ ...zymeExplorer_(upload_your_structure).ipynb | 404 +++++------ ...xplorer_+_ColabFold_(input_sequence).ipynb | 630 +++++++++--------- 3 files changed, 720 insertions(+), 720 deletions(-) rename TerpeneMiner_(input_UniProt_ID).ipynb => EnzymeExplorer_(input_UniProt_ID).ipynb (99%) rename TerpeneMiner_(upload_your_structure).ipynb => EnzymeExplorer_(upload_your_structure).ipynb (99%) rename TerpeneMiner_+_ColabFold_(input_sequence).ipynb => EnzymeExplorer_+_ColabFold_(input_sequence).ipynb (99%) diff --git a/TerpeneMiner_(input_UniProt_ID).ipynb b/EnzymeExplorer_(input_UniProt_ID).ipynb similarity index 99% rename from TerpeneMiner_(input_UniProt_ID).ipynb rename to EnzymeExplorer_(input_UniProt_ID).ipynb index fa3a274..10be764 100644 --- a/TerpeneMiner_(input_UniProt_ID).ipynb +++ b/EnzymeExplorer_(input_UniProt_ID).ipynb @@ -1,37 +1,13 @@ { - "nbformat": 4, - "nbformat_minor": 0, - "metadata": { - "colab": { - "provenance": [], - "include_colab_link": true - }, - "kernelspec": { - "display_name": "Python 3", - "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": "3.8.10" - } - }, "cells": [ { "cell_type": "markdown", "metadata": { - "id": "view-in-github", - "colab_type": "text" + "colab_type": "text", + "id": "view-in-github" }, "source": [ - "\"Open" + "\"Open" ] }, { @@ -40,33 +16,39 @@ "id": "G4yBrceuFbf3" }, "source": [ - "##TerpeneMiner\n", + "##EnzymeExplorer\n", "\n", "\n", - "\n", + "\n", "\n", "\n", - "[TerpeneMiner](https://github.com/pluskal-lab/TerpeneMiner/tree/main) is a state-of-the-art predictor of terpene synthase activity.\n", + "[EnzymeExplorer](https://github.com/pluskal-lab/EnzymeExplorer/tree/main) is a state-of-the-art predictor of terpene synthase activity.\n", "\n", "[Samusevich, R., Hebra, T. et al. Highly accurate discovery of terpene synthases powered by machine learning reveals functional terpene cyclization in Archaea. bioRxiv, 2024](https://doi.org/10.1101/2024.01.29.577750)" ] }, { "cell_type": "code", + "execution_count": null, "metadata": { - "id": "kOblAo-xetgx", - "cellView": "form" + "cellView": "form", + "id": "kOblAo-xetgx" }, + "outputs": [], "source": [ "#@title Specify a UniProt ID of interest, then hit `Runtime` -> `Run all`\n", "UniProt_ID = \"U5N0S4\" #@param {type:\"string\"}\n", "UniProt_ID = UniProt_ID.strip()" - ], - "execution_count": null, - "outputs": [] + ] }, { "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "id": "7qKYGAH5_1Cs" + }, + "outputs": [], "source": [ "#@title Install and load dependencies\n", "import os\n", @@ -86,16 +68,16 @@ "import sys\n", "from google.colab import output\n", "import time" - ], - "metadata": { - "cellView": "form", - "id": "7qKYGAH5_1Cs" - }, - "execution_count": null, - "outputs": [] + ] }, { "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "id": "TA-xYtQJ_tSQ" + }, + "outputs": [], "source": [ "#@title Download the structure\n", "def download_af_struct(uniprot_id, root_af=Path('.'), fails_count=0, max_fails_count=3):\n", @@ -115,17 +97,17 @@ "try:\n", " download_af_struct(uniprot_id=UniProt_ID)\n", "except ValueError:\n", - " print('Unfortunately, it was impossible to download the precomputed structure prediction. Please use https://colab.research.google.com/drive/1W3cfp408RyVO6zuJcJJrgVje_mOxRz68 TerpeneMiner notebook.')" - ], - "metadata": { - "cellView": "form", - "id": "TA-xYtQJ_tSQ" - }, - "execution_count": null, - "outputs": [] + " print('Unfortunately, it was impossible to download the precomputed structure prediction. Please use https://colab.research.google.com/drive/1W3cfp408RyVO6zuJcJJrgVje_mOxRz68 EnzymeExplorer notebook.')" + ] }, { "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "id": "na4T3hmQn0L9" + }, + "outputs": [], "source": [ "#@title Detect and analyze structural domains\n", "import requests\n", @@ -142,16 +124,16 @@ " structural_predictions = requests.post(url, files=files, data=is_bfactor_confidence_data).json()\n", " except JSONDecodeError:\n", " structural_predictions = None" - ], - "metadata": { - "id": "na4T3hmQn0L9", - "cellView": "form" - }, - "execution_count": null, - "outputs": [] + ] }, { "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "id": "LOZQimAMrQQt" + }, + "outputs": [], "source": [ "#@title Getting comparisons to the known domains\n", "url = \"http://147.231.128.68:9994/download_pdb/\"\n", @@ -165,16 +147,134 @@ " f.write(response.content)\n", "else:\n", " print(\"No TPS domains were detected!\")" - ], - "metadata": { - "id": "LOZQimAMrQQt", - "cellView": "form" - }, - "execution_count": null, - "outputs": [] + ] }, { "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 595 + }, + "id": "EWeqcnahvgng", + "outputId": "d2e47f8b-3fa5-43ca-d548-fd8b2616d807" + }, + "outputs": [ + { + "data": { + "image/png": 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", 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3Dmol.js failed to load for some reason. Please check your browser console for error messages.

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3Dmol.js failed to load for some reason. Please check your browser console for error messages.

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\n", + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "#@title Display predicted domains with comparisons to the closest known domains\n", "\n", @@ -352,134 +452,32 @@ " display(show_domains(structural_predictions, pdb_file))\n", "else:\n", " print(\"No TPS domains were detected!\")" - ], + ] + }, + { + "cell_type": "code", + "execution_count": null, "metadata": { - "id": "EWeqcnahvgng", "cellView": "form", "colab": { "base_uri": "https://localhost:8080/", - "height": 595 + "height": 585 }, - "outputId": "d2e47f8b-3fa5-43ca-d548-fd8b2616d807" + "id": "OVocUkPBkXRE", + "outputId": "1ad04122-1d37-459d-c02a-b643f74af6e9" }, - "execution_count": null, "outputs": [ { - "output_type": "display_data", - "data": { - "text/plain": [ - "
" - ], - "image/png": 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\n" 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", 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" ] }, - "metadata": {} + "metadata": {}, + "output_type": "display_data" } - ] - }, - { - "cell_type": "code", + ], "source": [ "#@title Get TPS activity predictions\n", "url = \"http://147.231.128.68:9994/predict_tps/\"\n", @@ -554,29 +552,31 @@ "\n", " ax2.set_title('TOP-4 TPS substrates predicted', fontsize=15)\n", " _ = ax2.set_xlabel('Probability [%]', fontsize=12)" - ], - "metadata": { - "id": "OVocUkPBkXRE", - "cellView": "form", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 585 - }, - "outputId": "1ad04122-1d37-459d-c02a-b643f74af6e9" - }, - "execution_count": null, - "outputs": [ - { - "output_type": "display_data", - "data": { - "text/plain": [ - "
" - ], - "image/png": 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\n" - }, - "metadata": {} - } ] } - ] -} \ No newline at end of file + ], + "metadata": { + "colab": { + "include_colab_link": true, + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3", + "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": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/TerpeneMiner_(upload_your_structure).ipynb b/EnzymeExplorer_(upload_your_structure).ipynb similarity index 99% rename from TerpeneMiner_(upload_your_structure).ipynb rename to EnzymeExplorer_(upload_your_structure).ipynb index d390a3c..a1268ac 100644 --- a/TerpeneMiner_(upload_your_structure).ipynb +++ b/EnzymeExplorer_(upload_your_structure).ipynb @@ -1,37 +1,13 @@ { - "nbformat": 4, - "nbformat_minor": 0, - "metadata": { - "colab": { - "provenance": [], - "include_colab_link": true - }, - "kernelspec": { - "display_name": "Python 3", - "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": "3.8.10" - } - }, "cells": [ { "cell_type": "markdown", "metadata": { - "id": "view-in-github", - "colab_type": "text" + "colab_type": "text", + "id": "view-in-github" }, "source": [ - "\"Open" + "\"Open" ] }, { @@ -40,62 +16,32 @@ "id": "G4yBrceuFbf3" }, "source": [ - "##TerpeneMiner\n", + "##EnzymeExplorer\n", "\n", "\n", - "\n", + "\n", "\n", "\n", - "[TerpeneMiner](https://github.com/pluskal-lab/TerpeneMiner/tree/main) is a state-of-the-art predictor of terpene synthase activity.\n", + "[EnzymeExplorer](https://github.com/pluskal-lab/EnzymeExplorer/tree/main) is a state-of-the-art predictor of terpene synthase activity.\n", "\n", "[Samusevich, R., Hebra, T. et al. Highly accurate discovery of terpene synthases powered by machine learning reveals functional terpene cyclization in Archaea. bioRxiv, 2024](https://doi.org/10.1101/2024.01.29.577750)" ] }, { "cell_type": "code", - "source": [ - "#@title Hit `Runtime` -> `Run all`, then upload a PDB file with the protein structure\n", - "\n", - "# Install and load dependencies\n", - "import os\n", - "os.system('pip install py3Dmol')\n", - "os.system('pip install rdkit-pypi')\n", - "import requests\n", - "from requests.exceptions import JSONDecodeError\n", - "from pathlib import Path\n", - "import py3Dmol\n", - "import matplotlib.pyplot as plt\n", - "from dataclasses import dataclass\n", - "import re\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.gridspec as gridspec\n", - "from rdkit import Chem\n", - "from IPython.display import display, HTML\n", - "import sys\n", - "from google.colab import output\n", - "import time\n", - "from google.colab import files\n", - "uploaded = files.upload()\n", - "is_structure_predicted = True #@param {type:\"boolean\"}\n", - "is_bfactor_prediction_confidence = is_structure_predicted" - ], + "execution_count": null, "metadata": { - "id": "TA-xYtQJ_tSQ", + "cellView": "form", "colab": { "base_uri": "https://localhost:8080/", "height": 73 }, - "outputId": "8781dd3d-6455-46c6-97a7-ae49eef038a0", - "cellView": "form" + "id": "TA-xYtQJ_tSQ", + "outputId": "8781dd3d-6455-46c6-97a7-ae49eef038a0" }, - "execution_count": null, "outputs": [ { - "output_type": "display_data", "data": { - "text/plain": [ - "" - ], "text/html": [ "\n", " " + ], + "text/plain": [ + "" ] }, - "metadata": {} + "metadata": {}, + "output_type": "display_data" }, { - "output_type": "stream", "name": "stdout", + "output_type": "stream", "text": [ "Saving A0A0E3NXY0.pdb to A0A0E3NXY0.pdb\n" ] } + ], + "source": [ + "#@title Hit `Runtime` -> `Run all`, then upload a PDB file with the protein structure\n", + "\n", + "# Install and load dependencies\n", + "import os\n", + "os.system('pip install py3Dmol')\n", + "os.system('pip install rdkit-pypi')\n", + "import requests\n", + "from requests.exceptions import JSONDecodeError\n", + "from pathlib import Path\n", + "import py3Dmol\n", + "import matplotlib.pyplot as plt\n", + "from dataclasses import dataclass\n", + "import re\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.gridspec as gridspec\n", + "from rdkit import Chem\n", + "from IPython.display import display, HTML\n", + "import sys\n", + "from google.colab import output\n", + "import time\n", + "from google.colab import files\n", + "uploaded = files.upload()\n", + "is_structure_predicted = True #@param {type:\"boolean\"}\n", + "is_bfactor_prediction_confidence = is_structure_predicted" ] }, { "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "id": "na4T3hmQn0L9" + }, + "outputs": [], "source": [ "#@title Detect and analyze structural domains\n", "import requests\n", @@ -311,16 +293,16 @@ " structural_predictions = requests.post(url, files=files, data=is_bfactor_confidence_data).json()\n", " except JSONDecodeError:\n", " structural_predictions = None" - ], - "metadata": { - "id": "na4T3hmQn0L9", - "cellView": "form" - }, - "execution_count": null, - "outputs": [] + ] }, { "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "id": "LOZQimAMrQQt" + }, + "outputs": [], "source": [ "#@title Getting comparisons to the known domains\n", "url = \"http://147.231.128.68:9994/download_pdb/\"\n", @@ -334,16 +316,117 @@ " f.write(response.content)\n", "else:\n", " print(\"No TPS domains were detected!\")" - ], - "metadata": { - "id": "LOZQimAMrQQt", - "cellView": "form" - }, - "execution_count": null, - "outputs": [] + ] }, { "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 995 + }, + "id": "EWeqcnahvgng", + "outputId": "507bf668-22e3-44d2-ca64-ff559ea6e0bf" + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
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3Dmol.js failed to load for some reason. Please check your browser console for error messages.

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3Dmol.js failed to load for some reason. Please check your browser console for error messages.

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\n", + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "#@title Display predicted domains with comparisons to the closest known domains\n", "\n", @@ -521,117 +604,32 @@ " display(show_domains(structural_predictions, pdb_file))\n", "else:\n", " print(\"No TPS domains were detected!\")" - ], + ] + }, + { + "cell_type": "code", + "execution_count": null, "metadata": { - "id": "EWeqcnahvgng", "cellView": "form", "colab": { "base_uri": "https://localhost:8080/", - "height": 995 + "height": 585 }, - "outputId": "507bf668-22e3-44d2-ca64-ff559ea6e0bf" + "id": "OVocUkPBkXRE", + "outputId": "66684ed8-6bc5-48c1-959f-7eaee7a3bb67" }, - "execution_count": null, "outputs": [ { - "output_type": "display_data", - "data": { - "text/plain": [ - "
" - ], - "image/png": 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", "text/plain": [ - "" + "
" ] }, - "metadata": {} + "metadata": {}, + "output_type": "display_data" } - ] - }, - { - "cell_type": "code", + ], "source": [ "#@title Get TPS activity predictions\n", "url = \"http://147.231.128.68:9994/predict_tps/\"\n", @@ -706,29 +704,31 @@ "\n", " ax2.set_title('TOP-4 TPS substrates predicted', fontsize=15)\n", " _ = ax2.set_xlabel('Probability [%]', fontsize=12)" - ], - "metadata": { - "id": "OVocUkPBkXRE", - "cellView": "form", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 585 - }, - "outputId": "66684ed8-6bc5-48c1-959f-7eaee7a3bb67" - }, - "execution_count": null, - "outputs": [ - { - "output_type": "display_data", - "data": { - "text/plain": [ - "
" - ], - "image/png": 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\n" - }, - "metadata": {} - } ] } - ] -} \ No newline at end of file + ], + "metadata": { + "colab": { + "include_colab_link": true, + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3", + "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": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/TerpeneMiner_+_ColabFold_(input_sequence).ipynb b/EnzymeExplorer_+_ColabFold_(input_sequence).ipynb similarity index 99% rename from TerpeneMiner_+_ColabFold_(input_sequence).ipynb rename to EnzymeExplorer_+_ColabFold_(input_sequence).ipynb index ec03259..ebb8277 100644 --- a/TerpeneMiner_+_ColabFold_(input_sequence).ipynb +++ b/EnzymeExplorer_+_ColabFold_(input_sequence).ipynb @@ -1,40 +1,13 @@ { - "nbformat": 4, - "nbformat_minor": 0, - "metadata": { - "colab": { - "provenance": [], - "gpuType": "A100", - "machine_shape": "hm", - "include_colab_link": true - }, - "kernelspec": { - "display_name": "Python 3", - "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": "3.8.10" - }, - "accelerator": "GPU" - }, "cells": [ { "cell_type": "markdown", "metadata": { - "id": "view-in-github", - "colab_type": "text" + "colab_type": "text", + "id": "view-in-github" }, "source": [ - "\"Open" + "\"Open" ] }, { @@ -43,14 +16,14 @@ "id": "G4yBrceuFbf3" }, "source": [ - "##TerpeneMiner\n", + "##EnzymeExplorer\n", "### with ColabFold v1.5.5 (AlphaFold2 using MMseqs2) for structure prediction\n", "\n", "\n", - "\n", + "\n", "\n", "\n", - "[TerpeneMiner](https://github.com/pluskal-lab/TerpeneMiner/tree/main) is a state-of-the-art predictor of terpene synthase activity. This notebook leverages [ColabFold](https://colab.research.google.com/github/sokrypton/ColabFold/blob/main/AlphaFold2.ipynb) for the prediction of the protein structure for consequent structural analysis by TerpeneMiner.\n", + "[EnzymeExplorer](https://github.com/pluskal-lab/EnzymeExplorer/tree/main) is a state-of-the-art predictor of terpene synthase activity. This notebook leverages [ColabFold](https://colab.research.google.com/github/sokrypton/ColabFold/blob/main/AlphaFold2.ipynb) for the prediction of the protein structure for consequent structural analysis by EnzymeExplorer.\n", "\n", "[Samusevich, R., Hebra, T. et al. Highly accurate discovery of terpene synthases powered by machine learning reveals functional terpene cyclization in Archaea. bioRxiv, 2024](https://doi.org/10.1101/2024.01.29.577750)\n", "\n", @@ -60,8 +33,14 @@ }, { "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "id": "7qKYGAH5_1Cs" + }, + "outputs": [], "source": [ - "#@title Install and load TerpeneMiner dependencies\n", + "#@title Install and load EnzymeExplorer dependencies\n", "import os\n", "os.system('pip install py3Dmol')\n", "os.system('pip install rdkit')\n", @@ -79,24 +58,30 @@ "import sys\n", "from google.colab import output\n", "import time" - ], - "metadata": { - "cellView": "form", - "id": "7qKYGAH5_1Cs" - }, - "execution_count": null, - "outputs": [] + ] }, { "cell_type": "code", + "execution_count": null, "metadata": { - "id": "kOblAo-xetgx", "cellView": "form", "colab": { "base_uri": "https://localhost:8080/" }, + "id": "kOblAo-xetgx", "outputId": "7b5a7261-f564-4319-d5fa-7dd9fcd543f7" }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "jobname viral_2e0ed\n", + "sequence MTRDWFNQICEEIKYQEKPIEISKNGHEPVSLRRLFKESFSCLVEERWIWDLYYRPLRMREFWDESRAEKYFYATTFSVFILKYSYGSDISTTSTRHLHRHTVLTCYLDSIVDMGWLSWAKQFGMAVFGLIPDIPPFDPNQPVGFRSSIEEDFPRLRLLAEGPHKMEIMKSLLEAAAVEKTRDSATSFQDIARYRMESNLVCIRPFIPAMGDLLQPLAMMYSFFDDAMDVIEDVDAGQPSYLTNNEDIRRGGNIARAAMSELNSLSKVDWSWLAQAAILLSEVNAMLQISLSINEYNNIENIGKHLFVRIAVLFFIILQ\n", + "length 319\n" + ] + } + ], "source": [ "#@title Input protein sequence, then hit `Runtime` -> `Run all`\n", "from google.colab import files\n", @@ -166,22 +151,32 @@ "print(\"sequence\",query_sequence)\n", "print(\"length\",len(query_sequence.replace(\":\",\"\")))\n", "\n" - ], + ] + }, + { + "cell_type": "code", "execution_count": null, + "metadata": { + "cellView": "form", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "TA-xYtQJ_tSQ", + "outputId": "3081e3ac-726b-488c-dfa2-edde4a02d2e8" + }, "outputs": [ { - "output_type": "stream", "name": "stdout", + "output_type": "stream", "text": [ - "jobname viral_2e0ed\n", - "sequence MTRDWFNQICEEIKYQEKPIEISKNGHEPVSLRRLFKESFSCLVEERWIWDLYYRPLRMREFWDESRAEKYFYATTFSVFILKYSYGSDISTTSTRHLHRHTVLTCYLDSIVDMGWLSWAKQFGMAVFGLIPDIPPFDPNQPVGFRSSIEEDFPRLRLLAEGPHKMEIMKSLLEAAAVEKTRDSATSFQDIARYRMESNLVCIRPFIPAMGDLLQPLAMMYSFFDDAMDVIEDVDAGQPSYLTNNEDIRRGGNIARAAMSELNSLSKVDWSWLAQAAILLSEVNAMLQISLSINEYNNIENIGKHLFVRIAVLFFIILQ\n", - "length 319\n" + "installing colabfold...\n", + "installing conda...\n", + "installing amber...\n", + "CPU times: user 478 ms, sys: 72 ms, total: 550 ms\n", + "Wall time: 2min 22s\n" ] } - ] - }, - { - "cell_type": "code", + ], "source": [ "#@title Install ColabFold dependencies\n", "%%time\n", @@ -222,32 +217,16 @@ " print(\"installing amber...\")\n", " os.system(f\"mamba install -y -c conda-forge openmm=7.7.0 python='{PYTHON_VERSION}' pdbfixer\")\n", " os.system(\"touch AMBER_READY\")" - ], - "metadata": { - "cellView": "form", - "id": "TA-xYtQJ_tSQ", - "colab": { - "base_uri": "https://localhost:8080/" - }, - "outputId": "3081e3ac-726b-488c-dfa2-edde4a02d2e8" - }, - "execution_count": null, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "installing colabfold...\n", - "installing conda...\n", - "installing amber...\n", - "CPU times: user 478 ms, sys: 72 ms, total: 550 ms\n", - "Wall time: 2min 22s\n" - ] - } ] }, { "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "id": "CDpMvVPA6dv3" + }, + "outputs": [], "source": [ "#@markdown ### ColabFold's MSA options (custom MSA upload, single sequence, pairing mode)\n", "msa_mode = \"mmseqs2_uniref_env\" #@param [\"mmseqs2_uniref_env\", \"mmseqs2_uniref\",\"single_sequence\",\"custom\"]\n", @@ -282,16 +261,16 @@ " a3m_file = os.path.join(jobname,f\"{jobname}.single_sequence.a3m\")\n", " with open(a3m_file, \"w\") as text_file:\n", " text_file.write(\">1\\n%s\" % query_sequence)" - ], - "metadata": { - "cellView": "form", - "id": "CDpMvVPA6dv3" - }, - "execution_count": null, - "outputs": [] + ] }, { "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "id": "Fa3e-QOI6mJ_" + }, + "outputs": [], "source": [ "#@title ### Advanced Alphafold2 settings\n", "model_type = \"alphafold2_ptm\"\n", @@ -332,16 +311,85 @@ " print(\"You are logged into Google Drive and are good to go!\")\n", "\n", "#@markdown Don't forget to hit `Runtime` -> `Run all` after updating the form." - ], - "metadata": { - "cellView": "form", - "id": "Fa3e-QOI6mJ_" - }, - "execution_count": null, - "outputs": [] + ] }, { "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "zkVjDuIB6uu6", + "outputId": "22226394-f572-451e-e768-9a240eede382" + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Downloading alphafold2_ptm weights to .: 100%|██████████| 3.47G/3.47G [02:45<00:00, 22.5MB/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2024-11-04 17:20:14,264 Running on GPU\n", + "2024-11-04 17:20:14,655 Found 6 citations for tools or databases\n", + "2024-11-04 17:20:14,656 Query 1/1: viral_2e0ed (length 319)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "COMPLETE: 100%|██████████| 150/150 [elapsed: 00:03 remaining: 00:00]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2024-11-04 17:20:19,399 Setting max_seq=3, max_extra_seq=1\n", + "2024-11-04 17:20:54,995 alphafold2_ptm_model_1_seed_000 recycle=0 pLDDT=33.1 pTM=0.225\n", + "2024-11-04 17:21:02,717 alphafold2_ptm_model_1_seed_000 recycle=1 pLDDT=33.4 pTM=0.229 tol=9.97\n", + "2024-11-04 17:21:10,327 alphafold2_ptm_model_1_seed_000 recycle=2 pLDDT=40.4 pTM=0.362 tol=5.19\n", + "2024-11-04 17:21:18,001 alphafold2_ptm_model_1_seed_000 recycle=3 pLDDT=46.4 pTM=0.449 tol=2.88\n", + "2024-11-04 17:21:18,002 alphafold2_ptm_model_1_seed_000 took 46.5s (3 recycles)\n", + "2024-11-04 17:21:25,878 alphafold2_ptm_model_2_seed_000 recycle=0 pLDDT=33 pTM=0.191\n", + "2024-11-04 17:21:33,691 alphafold2_ptm_model_2_seed_000 recycle=1 pLDDT=33.4 pTM=0.211 tol=7.62\n", + "2024-11-04 17:21:41,606 alphafold2_ptm_model_2_seed_000 recycle=2 pLDDT=34.9 pTM=0.22 tol=6.6\n", + "2024-11-04 17:21:49,485 alphafold2_ptm_model_2_seed_000 recycle=3 pLDDT=35.5 pTM=0.258 tol=4.8\n", + "2024-11-04 17:21:49,486 alphafold2_ptm_model_2_seed_000 took 31.3s (3 recycles)\n", + "2024-11-04 17:21:57,600 alphafold2_ptm_model_3_seed_000 recycle=0 pLDDT=31.1 pTM=0.2\n", + "2024-11-04 17:22:05,714 alphafold2_ptm_model_3_seed_000 recycle=1 pLDDT=30.8 pTM=0.196 tol=6.62\n", + "2024-11-04 17:22:13,774 alphafold2_ptm_model_3_seed_000 recycle=2 pLDDT=30.4 pTM=0.179 tol=5.86\n", + "2024-11-04 17:22:21,877 alphafold2_ptm_model_3_seed_000 recycle=3 pLDDT=30.8 pTM=0.197 tol=3.19\n", + "2024-11-04 17:22:21,878 alphafold2_ptm_model_3_seed_000 took 32.2s (3 recycles)\n", + "2024-11-04 17:22:30,096 alphafold2_ptm_model_4_seed_000 recycle=0 pLDDT=34 pTM=0.188\n", + "2024-11-04 17:22:38,154 alphafold2_ptm_model_4_seed_000 recycle=1 pLDDT=32.8 pTM=0.198 tol=4.96\n", + "2024-11-04 17:22:46,234 alphafold2_ptm_model_4_seed_000 recycle=2 pLDDT=33.5 pTM=0.195 tol=6.97\n", + "2024-11-04 17:22:54,228 alphafold2_ptm_model_4_seed_000 recycle=3 pLDDT=33.7 pTM=0.213 tol=9.45\n", + "2024-11-04 17:22:54,230 alphafold2_ptm_model_4_seed_000 took 32.2s (3 recycles)\n", + "2024-11-04 17:23:02,348 alphafold2_ptm_model_5_seed_000 recycle=0 pLDDT=31.2 pTM=0.19\n", + "2024-11-04 17:23:10,423 alphafold2_ptm_model_5_seed_000 recycle=1 pLDDT=32 pTM=0.203 tol=10.3\n", + "2024-11-04 17:23:18,432 alphafold2_ptm_model_5_seed_000 recycle=2 pLDDT=32.4 pTM=0.211 tol=11.6\n", + "2024-11-04 17:23:26,434 alphafold2_ptm_model_5_seed_000 recycle=3 pLDDT=33.2 pTM=0.204 tol=4.6\n", + "2024-11-04 17:23:26,435 alphafold2_ptm_model_5_seed_000 took 32.1s (3 recycles)\n", + "2024-11-04 17:23:26,586 reranking models by 'plddt' metric\n", + "2024-11-04 17:23:27,805 Warning: importing 'simtk.openmm' is deprecated. Import 'openmm' instead.\n", + "2024-11-04 17:26:34,569 Relaxation took 188.0s\n", + "2024-11-04 17:26:34,570 rank_001_alphafold2_ptm_model_1_seed_000 pLDDT=46.4 pTM=0.449\n", + "2024-11-04 17:26:34,570 rank_002_alphafold2_ptm_model_2_seed_000 pLDDT=35.5 pTM=0.258\n", + "2024-11-04 17:26:34,572 rank_003_alphafold2_ptm_model_4_seed_000 pLDDT=33.7 pTM=0.213\n", + "2024-11-04 17:26:34,573 rank_004_alphafold2_ptm_model_5_seed_000 pLDDT=33.2 pTM=0.204\n", + "2024-11-04 17:26:34,574 rank_005_alphafold2_ptm_model_3_seed_000 pLDDT=30.8 pTM=0.197\n", + "2024-11-04 17:26:36,264 Done\n" + ] + } + ], "source": [ "#@title Run Alphafold2 Prediction\n", "display_images = False #@param {type:\"boolean\"}\n", @@ -439,112 +487,43 @@ " save_recycles=save_recycles,\n", " user_agent=\"colabfold/google-colab-main\",\n", ")" - ], + ] + }, + { + "cell_type": "code", + "execution_count": null, "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, "cellView": "form", - "id": "zkVjDuIB6uu6", - "outputId": "22226394-f572-451e-e768-9a240eede382" + "id": "na4T3hmQn0L9" }, + "outputs": [], + "source": [ + "#@title EnzymeExplorer: Detect and analyze structural domains\n", + "import requests\n", + "import json\n", + "# The URL of the FastAPI endpoint\n", + "url = \"http://147.231.128.68:9994/detect_domains/\"\n", + "\n", + "pdb_file_root = Path(f'{jobname}')\n", + "pdb_file = list(pdb_file_root.glob('*rank_001*.pdb'))[0]\n", + "is_bfactor_confidence_data = {'is_bfactor_confidence': 'true'}\n", + "if pdb_file.exists():\n", + " with open(pdb_file, 'rb') as file_to_send:\n", + " files = {'file': file_to_send}\n", + " try:\n", + " structural_predictions = requests.post(url, files=files, data=is_bfactor_confidence_data).json()\n", + " except JSONDecodeError:\n", + " structural_predictions = None" + ] + }, + { + "cell_type": "code", "execution_count": null, - "outputs": [ - { - "output_type": "stream", - "name": "stderr", - "text": [ - "Downloading alphafold2_ptm weights to .: 100%|██████████| 3.47G/3.47G [02:45<00:00, 22.5MB/s]\n" - ] - }, - { - "output_type": "stream", - "name": "stdout", - "text": [ - "2024-11-04 17:20:14,264 Running on GPU\n", - "2024-11-04 17:20:14,655 Found 6 citations for tools or databases\n", - "2024-11-04 17:20:14,656 Query 1/1: viral_2e0ed (length 319)\n" - ] - }, - { - "output_type": "stream", - "name": "stderr", - "text": [ - "COMPLETE: 100%|██████████| 150/150 [elapsed: 00:03 remaining: 00:00]\n" - ] - }, - { - "output_type": "stream", - "name": "stdout", - "text": [ - "2024-11-04 17:20:19,399 Setting max_seq=3, max_extra_seq=1\n", - "2024-11-04 17:20:54,995 alphafold2_ptm_model_1_seed_000 recycle=0 pLDDT=33.1 pTM=0.225\n", - "2024-11-04 17:21:02,717 alphafold2_ptm_model_1_seed_000 recycle=1 pLDDT=33.4 pTM=0.229 tol=9.97\n", - "2024-11-04 17:21:10,327 alphafold2_ptm_model_1_seed_000 recycle=2 pLDDT=40.4 pTM=0.362 tol=5.19\n", - "2024-11-04 17:21:18,001 alphafold2_ptm_model_1_seed_000 recycle=3 pLDDT=46.4 pTM=0.449 tol=2.88\n", - "2024-11-04 17:21:18,002 alphafold2_ptm_model_1_seed_000 took 46.5s (3 recycles)\n", - "2024-11-04 17:21:25,878 alphafold2_ptm_model_2_seed_000 recycle=0 pLDDT=33 pTM=0.191\n", - "2024-11-04 17:21:33,691 alphafold2_ptm_model_2_seed_000 recycle=1 pLDDT=33.4 pTM=0.211 tol=7.62\n", - "2024-11-04 17:21:41,606 alphafold2_ptm_model_2_seed_000 recycle=2 pLDDT=34.9 pTM=0.22 tol=6.6\n", - "2024-11-04 17:21:49,485 alphafold2_ptm_model_2_seed_000 recycle=3 pLDDT=35.5 pTM=0.258 tol=4.8\n", - "2024-11-04 17:21:49,486 alphafold2_ptm_model_2_seed_000 took 31.3s (3 recycles)\n", - "2024-11-04 17:21:57,600 alphafold2_ptm_model_3_seed_000 recycle=0 pLDDT=31.1 pTM=0.2\n", - "2024-11-04 17:22:05,714 alphafold2_ptm_model_3_seed_000 recycle=1 pLDDT=30.8 pTM=0.196 tol=6.62\n", - "2024-11-04 17:22:13,774 alphafold2_ptm_model_3_seed_000 recycle=2 pLDDT=30.4 pTM=0.179 tol=5.86\n", - "2024-11-04 17:22:21,877 alphafold2_ptm_model_3_seed_000 recycle=3 pLDDT=30.8 pTM=0.197 tol=3.19\n", - "2024-11-04 17:22:21,878 alphafold2_ptm_model_3_seed_000 took 32.2s (3 recycles)\n", - "2024-11-04 17:22:30,096 alphafold2_ptm_model_4_seed_000 recycle=0 pLDDT=34 pTM=0.188\n", - "2024-11-04 17:22:38,154 alphafold2_ptm_model_4_seed_000 recycle=1 pLDDT=32.8 pTM=0.198 tol=4.96\n", - "2024-11-04 17:22:46,234 alphafold2_ptm_model_4_seed_000 recycle=2 pLDDT=33.5 pTM=0.195 tol=6.97\n", - "2024-11-04 17:22:54,228 alphafold2_ptm_model_4_seed_000 recycle=3 pLDDT=33.7 pTM=0.213 tol=9.45\n", - "2024-11-04 17:22:54,230 alphafold2_ptm_model_4_seed_000 took 32.2s (3 recycles)\n", - "2024-11-04 17:23:02,348 alphafold2_ptm_model_5_seed_000 recycle=0 pLDDT=31.2 pTM=0.19\n", - "2024-11-04 17:23:10,423 alphafold2_ptm_model_5_seed_000 recycle=1 pLDDT=32 pTM=0.203 tol=10.3\n", - "2024-11-04 17:23:18,432 alphafold2_ptm_model_5_seed_000 recycle=2 pLDDT=32.4 pTM=0.211 tol=11.6\n", - "2024-11-04 17:23:26,434 alphafold2_ptm_model_5_seed_000 recycle=3 pLDDT=33.2 pTM=0.204 tol=4.6\n", - "2024-11-04 17:23:26,435 alphafold2_ptm_model_5_seed_000 took 32.1s (3 recycles)\n", - "2024-11-04 17:23:26,586 reranking models by 'plddt' metric\n", - "2024-11-04 17:23:27,805 Warning: importing 'simtk.openmm' is deprecated. Import 'openmm' instead.\n", - "2024-11-04 17:26:34,569 Relaxation took 188.0s\n", - "2024-11-04 17:26:34,570 rank_001_alphafold2_ptm_model_1_seed_000 pLDDT=46.4 pTM=0.449\n", - "2024-11-04 17:26:34,570 rank_002_alphafold2_ptm_model_2_seed_000 pLDDT=35.5 pTM=0.258\n", - "2024-11-04 17:26:34,572 rank_003_alphafold2_ptm_model_4_seed_000 pLDDT=33.7 pTM=0.213\n", - "2024-11-04 17:26:34,573 rank_004_alphafold2_ptm_model_5_seed_000 pLDDT=33.2 pTM=0.204\n", - "2024-11-04 17:26:34,574 rank_005_alphafold2_ptm_model_3_seed_000 pLDDT=30.8 pTM=0.197\n", - "2024-11-04 17:26:36,264 Done\n" - ] - } - ] - }, - { - "cell_type": "code", - "source": [ - "#@title TerpeneMiner: Detect and analyze structural domains\n", - "import requests\n", - "import json\n", - "# The URL of the FastAPI endpoint\n", - "url = \"http://147.231.128.68:9994/detect_domains/\"\n", - "\n", - "pdb_file_root = Path(f'{jobname}')\n", - "pdb_file = list(pdb_file_root.glob('*rank_001*.pdb'))[0]\n", - "is_bfactor_confidence_data = {'is_bfactor_confidence': 'true'}\n", - "if pdb_file.exists():\n", - " with open(pdb_file, 'rb') as file_to_send:\n", - " files = {'file': file_to_send}\n", - " try:\n", - " structural_predictions = requests.post(url, files=files, data=is_bfactor_confidence_data).json()\n", - " except JSONDecodeError:\n", - " structural_predictions = None" - ], "metadata": { - "id": "na4T3hmQn0L9", - "cellView": "form" + "cellView": "form", + "id": "LOZQimAMrQQt" }, - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", + "outputs": [], "source": [ "#@title Getting comparisons to the known domains\n", "url = \"http://147.231.128.68:9994/download_pdb/\"\n", @@ -558,16 +537,116 @@ " f.write(response.content)\n", "else:\n", " print(\"No TPS domains were detected!\")" - ], - "metadata": { - "id": "LOZQimAMrQQt", - "cellView": "form" - }, - "execution_count": null, - "outputs": [] + ] }, { "cell_type": "code", + "execution_count": null, + "metadata": { + "cellView": "form", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 996 + }, + "id": "EWeqcnahvgng", + "outputId": "d63981c9-6054-4c89-ac97-d0172d73ee72" + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/3dmoljs_load.v0": "
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3Dmol.js failed to load for some reason. Please check your browser console for error messages.

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3Dmol.js failed to load for some reason. Please check your browser console for error messages.

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\n", + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "#@title Display predicted domains with comparisons to the closest known domains\n", "\n", @@ -744,116 +823,32 @@ " display(show_domains(structural_predictions, pdb_file))\n", "else:\n", " print(\"No TPS domains were detected!\")" - ], + ] + }, + { + "cell_type": "code", + "execution_count": null, "metadata": { - "id": "EWeqcnahvgng", "cellView": "form", "colab": { "base_uri": "https://localhost:8080/", - "height": 996 + "height": 585 }, - "outputId": "d63981c9-6054-4c89-ac97-d0172d73ee72" + "id": "OVocUkPBkXRE", + "outputId": "d65d7822-3d94-4cb7-f83f-a955ab034535" }, - "execution_count": null, "outputs": [ { - "output_type": "display_data", - "data": { - "text/plain": [ - "
" - ], - "image/png": 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\n" 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", "text/plain": [ - "" + "
" ] }, - "metadata": {} + "metadata": {}, + "output_type": "display_data" } - ] - }, - { - "cell_type": "code", + ], "source": [ "#@title Get TPS activity predictions\n", "url = \"http://147.231.128.68:9994/predict_tps/\"\n", @@ -928,29 +923,34 @@ "\n", " ax2.set_title('TOP-4 TPS substrates predicted', fontsize=15)\n", " _ = ax2.set_xlabel('Probability [%]', fontsize=12)" - ], - "metadata": { - "id": "OVocUkPBkXRE", - "cellView": "form", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 585 - }, - "outputId": "d65d7822-3d94-4cb7-f83f-a955ab034535" - }, - "execution_count": null, - "outputs": [ - { - "output_type": "display_data", - "data": { - "text/plain": [ - "
" - ], - "image/png": 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\n" 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