{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Load all dependancies" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from tkinter import*\n", "from tqdm import tqdm" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Here are all the functions" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "#Function which opens a GUI window to select file\n", "def gui_fname():\n", " %gui tk\n", " # Create Tk root\n", " root = Tk()\n", " # Hide the main window\n", " root.withdraw()\n", " root.call('wm', 'attributes', '.', '-topmost', True)\n", "\n", " from tkinter import filedialog\n", " infiles = filedialog.askopenfilename(multiple=False)\n", "\n", " return infiles\n", " \n", " \n", "def import_trajectories(file, exposure_time, pixel_size):\n", " \n", " trajectories = []\n", "\n", " for i in tqdm(range(len(lines))):\n", " temp_times = []\n", " temp_x = []\n", " temp_y = []\n", " temp_msd = []\n", "\n", " if '%% Trajectory' in lines[i]:\n", " line_counter = i+2\n", " while len(lines[line_counter])>1:\n", " temp_times.append(float(lines[line_counter].split(' ')[0])*exposure_time)\n", " temp_x.append(float(lines[line_counter].split(' ')[1])*pixel_size)\n", " temp_y.append(float(lines[line_counter].split(' ')[2])*pixel_size)\n", " line_counter+=1\n", " else:\n", " #calculate mean square displacement\n", " dx = np.diff(temp_x)\n", " dy = np.diff(temp_y)\n", " \n", " dx_sq = np.square(dx)\n", " dy_sq = np.square(dy)\n", "\n", " for i in range(len(dx)):\n", " temp_msd.append(dx_sq[i]+dy_sq[i]) \n", " cum_msd = np.cumsum(temp_msd)\n", "\n", " trajectories.append([temp_times[1::],temp_x,temp_y,dx,dy,temp_msd,cum_msd])\n", " pass\n", "\n", " print('In total ', str(len(trajectories)), 'trajectories were found')\n", " if len(trajectories) ==0:\n", " print('!!! Check file, no trajectories were found!')\n", " return trajectories\n", "\n", "def filt_traj_len(trajectories, min_trajectory_len):\n", " traj_filtered = []\n", "\n", " for i in range(len(trajectories)):\n", " if len(trajectories[i][0])>min_trajectory_len:\n", " traj_filtered.append(trajectories[i])\n", " else:\n", " continue\n", " print('Total ', str(len(traj_filtered)), ' are left after filtering by lenght')\n", " return traj_filtered\n", "\n", "def traj_start_zero (traj):\n", " traj_moved = []\n", " for i in range(len(traj)):\n", " start_x = traj[i][1][0]\n", " start_y = traj[i][2][0]\n", " start_t = traj[i][0][0]\n", " new_x = [x-start_x for x in traj[i][1]]\n", " new_y = [y-start_y for y in traj[i][2]]\n", " new_t = [t-start_t for t in traj[i][0]]\n", " traj_moved.append([new_t,new_x,new_y,traj[i][3],traj[i][4],traj[i][5], traj[i][6]])\n", " return traj_moved" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Load file and read all lines" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Water_Beads.txt\n" ] } ], "source": [ "filename = 'Water_Beads.txt'\n", "\n", "#IF GUI is used, then uncomment this line\n", "#filename = str(gui_fname())\n", "print(filename)\n", "\n", "#read all lines\n", "with open(filename) as f:\n", " lines = f.readlines()\n", "f.close()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Configure pixel size and exsposure time" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "#Requires manual input of imaging parameters\n", "exposure_time = 50e-3# in seconds\n", "pixel_size = 1e-6/(7.7/2)#in meters while 1um size bead corresponds to 7.7/2 pixels with a 20X objective for 512*512 pixel size\n", "cut_lenght = 50#in frames" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Load trajectories of 1 file into arrays" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|█████████████████████████████████████████████████████████████████████| 179865/179865 [00:00<00:00, 1005335.10it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "In total 359 trajectories were found\n", "Total 121 are left after filtering by lenght\n" ] } ], "source": [ "#import all trajectories\n", "traj_all = import_trajectories(lines, exposure_time, pixel_size)\n", "\n", "#filter trajectories by lenght\n", "traj_filt = filt_traj_len(traj_all, 50)\n", "\n", "#starting points of trajectrories are moved to zero\n", "traj_moved = traj_start_zero(traj_filt)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'Distance, um')" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(1, 2, figsize = (16, 7))\n", "fig.suptitle('Trajectories in the file', fontsize = 20)\n", "for i in range(len(traj_filt)):\n", " ax1.plot(np.divide(traj_filt[i][1],pixel_size) , np.divide(traj_filt[i][2],pixel_size), lw = 1)\n", "ax1.set_title('Trajectories in the FOV', fontweight='bold')\n", "\n", "for a in range(len(traj_moved)):\n", " ax2.plot(np.divide(traj_moved[a][1],pixel_size), np.divide(traj_moved[a][2],pixel_size), lw = 1)\n", "ax2.set_title('Starting point at 0', fontweight='bold')\n", "\n", "ax1.set_ylabel('Distance, um')\n", "ax2.set_ylabel('Distance, um')\n", "ax1.set_xlabel('Distance, um')\n", "ax2.set_xlabel('Distance, um')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Calculate diffusion coeficients" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Theoretical value of D in m^2/s = 4.875205279528558e-13\n", "Calculated average value of MSD in m^2: 1.156558140321707e-13\n", "Calculated value D in m^2/s: 5.782790701608535e-13\n" ] } ], "source": [ "# Theoretical Value of D\n", "d = 0.88e-6 # diameter in meters\n", "eta = 1e-3 # viscosity of water in SI units (Pascal-seconds)\n", "kB = 1.38e-23 # Boltzmann constant\n", "T = 293 # Temperature in degrees Kelvin\n", "\n", "#Calculate theoretical D\n", "D_theoretical = kB * T / (3 * np.pi * eta * d);\n", "print('Theoretical value of D in m^2/s = ', D_theoretical)\n", "\n", "# Average all MSD values and print average MSD in filtered trajectories\n", "all_MSDs = []\n", "for i in range(len(traj_filt)):\n", " all_MSDs.append(np.mean(traj_filt[i][5]))\n", "print('Calculated average value of MSD in m^2: ', np.mean(all_MSDs))\n", "\n", "#Calculate experimental D\n", "tau = exposure_time\n", "dimensions = 2\n", "\n", "D_experimental = np.mean(all_MSDs)/(2*tau*dimensions)\n", "print('Calculated value D in m^2/s: ', D_experimental)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot MSDs" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#here cummulative MSDs are plotted together with experimental and theoretical MSD\n", "\n", "#Find the longest trajectory for interpolation\n", "max_len = np.max([len(elem[0]) for elem in traj_moved])\n", "\n", "#Make interpolated time trace\n", "time = np.linspace(0,max_len, max_len)*tau\n", "\n", "#Calculate interpolated MSD values according to a diffusion formula\n", "\n", "theoretical_curve = np.linspace(0,max_len, max_len)*D_theoretical*dimensions * tau *2\n", "experimental_curve = np.linspace(0,max_len, max_len)*D_experimental*dimensions * tau*2\n", "\n", "#Plot the results\n", "fig = plt.figure(figsize=(8, 8))\n", "\n", "for i in range(len(traj_moved)):\n", " plt.plot(traj_moved[i][0], traj_moved[i][6], lw = 1, color = 'black', alpha=0.6)\n", "\n", "D_th, = plt.plot(time, theoretical_curve, lw = 5, color = 'blue', alpha=1, label=\"Theoretical\")\n", "D_exp, = plt.plot(time, experimental_curve, lw = 5, color = 'red', alpha=1, label=\"Experimental\")\n", "\n", "# Create a legend for the first line.\n", "plt.legend(handles=[D_th,D_exp], loc='upper left')\n", "\n", "plt.ylabel('Squared displacement in m^2')\n", "plt.xlabel('Time in seconds')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Velocities of particles" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Velocities of particles are basically absolute dx and dy values divided by exposure time. Here I will average the whole trajectory for each particle to get the mean velocity value. If velocities in x and y directions are the same, means that most likely beads are moving randomly." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Mean speed in x axis in m/s 3.790158139846514e-06 STDEV in m/s: 5.172070556413048e-07\n", "Mean speed in y axis in m/s 3.746673234153819e-06 STDEV in m/s: 6.083951107781459e-07\n" ] } ], "source": [ "x_velocities = []\n", "y_velocities = []\n", "\n", "for i in range(len(traj_moved)):\n", " x_velocities.append(np.mean(abs(traj_moved[i][3]))/exposure_time)\n", " y_velocities.append(np.mean(abs(traj_moved[i][4]))/exposure_time)\n", " \n", "print('Mean speed in x axis in m/s', np.mean(x_velocities), 'STDEV in m/s: ', np.std(x_velocities))\n", "print('Mean speed in y axis in m/s', np.mean(y_velocities), 'STDEV in m/s: ', np.std(y_velocities))" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'Speed in m/s')" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(1, 2, figsize = (16, 7))\n", "fig.suptitle('Velocity histograms')\n", "ax1.hist(x_velocities)\n", "ax1.set_title('X-axis')\n", "ax2.hist(y_velocities)\n", "ax2.set_title('Y-axis')\n", "\n", "ax1.set_ylabel('Counts')\n", "ax2.set_ylabel('Counts')\n", "ax1.set_xlabel('Speed in m/s')\n", "ax2.set_xlabel('Speed in m/s')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Auto and Cross correlations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By construction, the particle displacements are independent. The change in position at one time should exhibit no relationship at all to the change at any other time. This can be verified with correlations of the signals.\n", "\n", "In autocorrelation case the middle value always stands out because x correlates perfectly with itself when there is no offset (at 0 lag).\n", "\n", "In cross correlation case, correlation function returns a cross correlation matrix. The cross correlation can be used to test the relationship (or lack thereof) between one particle's trajectory and another's. If two particles move independently, the cross correlations should be very small. \n", "\n", "The code below computes auto and cross correlations between dx and dy (displacement of particles over time) for all particles in x and y axes." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "from itertools import combinations\n", "\n", "def rSubset(arr, r): \n", " # return list of all subsets of length r \n", " # to deal with duplicate subsets use \n", " # set(list(combinations(arr, r))) \n", " return list(combinations(arr, r))\n", "def auto_corr(array1, array2):\n", " xcorr = np.correlate(array1, array2, mode='full')\n", " return xcorr" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "#autocorrelations (correlating signal with itself for all signals)\n", "x_auto_corr_array = []\n", "y_auto_corr_array = []\n", "for i in range(len(traj_moved)): \n", " x_auto_corr_array.append(auto_corr(traj_moved[i][3][0:cut_lenght], traj_moved[i][3][0:cut_lenght]))\n", " y_auto_corr_array.append(auto_corr(traj_moved[i][4][0:cut_lenght], traj_moved[i][4][0:cut_lenght]))\n", "x_axis = np.linspace(-cut_lenght+1, cut_lenght-1, cut_lenght*2-1)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████████████████████████████████████████████| 121/121 [00:00<00:00, 359.23it/s]\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(1, 2, figsize = (16, 5))\n", "fig.suptitle('All possible auto correlations')\n", "for i in tqdm(range(len(x_auto_corr_array))):\n", " ax1.plot(x_axis, x_auto_corr_array[i], alpha = 0.9)\n", " ax1.set_title('X-axis')\n", " ax2.plot(x_axis, y_auto_corr_array[i], alpha = 0.9)\n", " ax2.set_title('Y-axis')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Cross correlations\n", "Here all the posible combinations of 2 signals are cross-correlated. It is done for x and then for y axes. This runs slowly, because of the amount of computation needed." ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "code_folding": [ 0 ] }, "outputs": [], "source": [ "dx_array = []\n", "dy_array = []\n", "for i in range(len(traj_moved)):\n", " dx_array.append(traj_moved[i][3][0:cut_lenght])\n", " dy_array.append(traj_moved[i][4][0:cut_lenght])\n", " \n", "all_dx_combinations = rSubset(dx_array,2)\n", "all_dy_combinations = rSubset(dy_array,2)\n", "\n", "x_corr_array = []\n", "y_corr_array = []\n", "for a in range(len(all_dx_combinations)): \n", " x_corr_array.append(auto_corr(all_dx_combinations[a][0], all_dx_combinations[a][1]))\n", " y_corr_array.append(auto_corr(all_dy_combinations[a][0], all_dy_combinations[a][1]))\n", " \n", "x_axis = np.linspace(-cut_lenght+1, cut_lenght-1, cut_lenght*2-1)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████████████████████████████████████████████████████████████████████████| 7260/7260 [01:12<00:00, 55.46it/s]\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#HERE there are a lot of curves to plot, so the code is obviuosly slow\n", "\n", "fig, (ax1, ax2) = plt.subplots(1, 2, figsize = (16, 5))\n", "fig.suptitle('All possible auto and cross correlations')\n", "for i in tqdm(range(len(x_corr_array))):\n", " ax1.plot(x_axis, x_corr_array[i], alpha = 0.9)\n", " ax1.set_title('X-axis')\n", " ax2.plot(x_axis, y_corr_array[i], alpha = 0.9)\n", " ax2.set_title('Y-axis')" ] }, { "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": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 2 }