diff --git a/analysis/calculate_distancemap_ppcomplex.ipynb b/analysis/calculate_distancemap_ppcomplex.ipynb new file mode 100644 index 0000000..414d5ed --- /dev/null +++ b/analysis/calculate_distancemap_ppcomplex.ipynb @@ -0,0 +1,177 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "primary-diamond", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Biopython v1.79\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "import Bio\n", + "from Bio.PDB import *\n", + "print(\"Biopython v\" + Bio.__version__)\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "pregnant-philosophy", + "metadata": {}, + "outputs": [], + "source": [ + "def compute_distance_matrix(structure):\n", + " \"\"\"\n", + " Compute the distance matrix for a given protein structure.\n", + " \n", + " Parameters:\n", + " - structure: Bio.PDB structure object\n", + " \n", + " Returns:\n", + " - distance_matrix: 2D numpy array representing the distance matrix\n", + " \"\"\"\n", + " atoms = list(structure.get_atoms())\n", + " num_atoms = len(atoms)\n", + " distance_matrix = np.zeros((num_atoms, num_atoms))\n", + "\n", + " for i in range(num_atoms):\n", + " for j in range(i+1, num_atoms):\n", + " distance_matrix[i, j] = distance_matrix[j, i] = atoms[i] - atoms[j]\n", + "\n", + " return distance_matrix" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "cellular-carter", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the PDB file containing the protein complex structure\n", + "parser = PDBParser()\n", + "structure = parser.get_structure(\"1brs_ref.pdb\", \"1brs_ref.pdb\")" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "naked-translation", + "metadata": {}, + "outputs": [], + "source": [ + "# Compute the distance matrix\n", + "distance_matrix = compute_distance_matrix(structure)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "twenty-introduction", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0. 1.46663916 2.49037409 ... 50.47344208 51.40073776\n", + " 50.14730072]\n", + " [ 1.46663916 0. 1.55313933 ... 49.12960815 50.0659523\n", + " 48.79221344]\n", + " [ 2.49037409 1.55313933 0. ... 48.05876923 48.97675705\n", + " 47.73880005]\n", + " ...\n", + " [50.47344208 49.12960815 48.05876923 ... 0. 1.22924817\n", + " 1.25705552]\n", + " [51.40073776 50.0659523 48.97675705 ... 1.22924817 0.\n", + " 2.20714068]\n", + " [50.14730072 48.79221344 47.73880005 ... 1.25705552 2.20714068\n", + " 0. ]]\n" + ] + } + ], + "source": [ + "print(distance_matrix)\n", + "#np.save(\"distance_matrix.npy\", distance_matrix)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "olive-wrong", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt \n", + "import pandas as pd\n", + "\n", + "fig = plt.figure(figsize=(6, 5))\n", + "im = plt.imshow(distance_matrix, cmap='viridis_r', interpolation='none', vmin='0.0', vmax='22.0') # cutofff=22 Å \n", + "# 设置坐标轴的lable\n", + "plt.xlabel('Residue Index')\n", + "plt.ylabel('Residue Index')\n", + "cb = plt.colorbar(im)\n", + "# COLORBAR\n", + "# set colorbar label plus label color\n", + "plt.title('Distance Map')\n", + "cb.set_label('Distance (Å)')\n", + "fig.savefig('distmap_ppcomplex.png',dpi=300)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "musical-cooper", + "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": "3.7.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}