{ "cells": [ { "cell_type": "markdown", "id": "b9c02deb-4d1c-42ed-8849-94cb1f6ff5d9", "metadata": {}, "source": [ "## To cluster a protein conformations using distance-matrix PCA\n", "\n", "In this tutorial, conformational clustering of a flexible protein TFAM will be performed using the distance-matrix PCA (dmPCA). TFAM is a mitochondiral protein that interact and binds with the mitochondiral DNA. When TFAM is **bound** to the DNA, its conformation is **rigid**, however, in **unbound** form TFAM is **extremely flexible**.\n", "\n", "### Final result\n", "\n", "\n", "\n", "### Instructions\n", "* **Tutorial files**: The tutorial files can be downloaded from [here](https://figshare.com/ndownloader/files/55494644).\n", "* **Extract the files**: `tar -zxvf distmat-TFAM-pca.tar.gz`\n", "* **Go to directory**: `cd distmat-TFAM-pca`\n", "* **Copy the Jupyter Notebook**: This notebook is available in the GitHub repo. [Download and copy it from the github](https://github.com/rjdkmr/gmx_clusterByFeatures/tree/master/docs/tutorials).\n", "\n", "### Required Tools\n", "* GROMACS\n", "* gmx_clusterByFeatures\n", "\n", "### Steps\n", "Since the conformations are flexible, the fitting or superimposition is not accurate with the reference structure, therefore cartesian-coordinate PCA is not enough to accurately cluster the conformation. Instead we will employ distance-matrix based PCA to cluster the conformations of the TFAM. Following steps will be performed to do clustering:\n", "\n", " 1. Calculation of distance-matrix over the trajectory\n", " 2. PCA from the distance-matrix\n", " 3. Calculation of Projections of first ten PCs on the trajectory\n", " 4. Clustering using first ten PCs as the features\n", " 5. Analysis\n", "\n", "\n", "### 1. Calculation of distance-matrix over the trajectory\n", "\n", "We will use `distmat` sub-command to calculate the distance-matrix over the trajectory. Following command will generate two files:\n", "\n", "* `pca.xtc`: This file is a `container` for distance-matrices over the entire trajectory in `xtc` file format. This is **not a real trajectory** file.\n", "\n", "* `pca_dummy.pdb`: This is a dummy pdb file containing same number of entries as obtained in above xtc file.\n", "\n", "**Notes**\n", "* `-gx 5` is used to reduce the size of distance-matrix. It means that there is a gap of 4 residues along X-axis in distance-matrix. For example, if a protein contains 100 residues, distance-matrix size is 100x100. If -gx 5 is used, new size is 20x100.\n", "* `-gx` and `-gy` options **ONLY** affect output produced with `-pca` option of `distmat`.\n", "* The distance-matrix **calculation is parallelized** using pthread, and therefore will use all the available threads of the CPU. It can be controlled using `-nt` option." ] }, { "cell_type": "code", "execution_count": 1, "id": "057917d7-2bda-4c0b-a215-9836544f27de", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " :-) GROMACS - gmx_clusterByFeatures distmat, 2025.0-dev-20250210-6949615-local (-:\n", "\n", "Executable: gmx_clusterByFeatures distmat\n", "Data prefix: /project/external/gmx_installed\n", "Working dir: /home/raj/workspace/gmx_clusterByFeatrues/tutorials/distmat-TFAM-pca\n", "Command line:\n", " 'gmx_clusterByFeatures distmat' -f inputs/woDNA.xtc -s inputs/woDNA.tpr -n inputs/index.ndx -pca -gx 5 -std stdev-matrix.dat\n", "\n", "\n", " :-) gmx_clusterByFeatures distmat (-:\n", "\n", " Author: Rajendra Kumar\n", "\n", " Copyright (C) 2018-2019 Rajendra Kumar\n", "\n", "\n", "gmx_clusterByFeatures is a free software: you can redistribute it and/or modify\n", "it under the terms of the GNU General Public License as published by\n", "the Free Software Foundation, either version 3 of the License, or\n", "(at your option) any later version.\n", "\n", "gmx_clusterByFeatures is distributed in the hope that it will be useful,\n", "but WITHOUT ANY WARRANTY; without even the implied warranty of\n", "MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n", "GNU General Public License for more details.\n", "\n", "You should have received a copy of the GNU General Public License\n", "along with gmx_clusterByFeatures. If not, see .\n", "\n", "THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS\n", "\"AS IS\" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT\n", "LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR\n", "A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT\n", "OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,\n", "SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED\n", "TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR\n", "PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF\n", "LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING\n", "NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS\n", "SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.\n", " \n", "Reading file inputs/woDNA.tpr, VERSION 4.5.5-dev-20110921-e25c350 (single precision)\n", "Reading file inputs/woDNA.tpr, VERSION 4.5.5-dev-20110921-e25c350 (single precision)\n", "Select first group:\n", "Group 0 ( System) has 3580 elements\n", "Group 1 ( Protein) has 3580 elements\n", "Group 2 ( Protein-H) has 1884 elements\n", "Group 3 ( C-alpha) has 195 elements\n", "Group 4 ( Backbone) has 585 elements\n", "Group 5 ( MainChain) has 781 elements\n", "Group 6 ( MainChain+Cb) has 973 elements\n", "Group 7 ( MainChain+H) has 969 elements\n", "Group 8 ( SideChain) has 2611 elements\n", "Group 9 ( SideChain-H) has 1103 elements\n", "Group 10 ( Prot-Masses) has 3338 elements\n", "Group 11 (r_16-25_r_35-45_r_52-75_r_82-110_r_120-130_r_136-145_r_152-180) has 2331 elements\n", "Group 12 (r_16-25_r_35-45_r_52-75_r_82-110_r_120-130_r_136-145_r_152-180_&_C-alpha) has 124 elements\n", "Group 13 (r_1-98_&_C-alpha) has 98 elements\n", "Group 14 (r_99-195_&_C-alpha) has 97 elements\n", "Select a group: Select second group:\n", "Group 0 ( System) has 3580 elements\n", "Group 1 ( Protein) has 3580 elements\n", "Group 2 ( Protein-H) has 1884 elements\n", "Group 3 ( C-alpha) has 195 elements\n", "Group 4 ( Backbone) has 585 elements\n", "Group 5 ( MainChain) has 781 elements\n", "Group 6 ( MainChain+Cb) has 973 elements\n", "Group 7 ( MainChain+H) has 969 elements\n", "Group 8 ( SideChain) has 2611 elements\n", "Group 9 ( SideChain-H) has 1103 elements\n", "Group 10 ( Prot-Masses) has 3338 elements\n", "Group 11 (r_16-25_r_35-45_r_52-75_r_82-110_r_120-130_r_136-145_r_152-180) has 2331 elements\n", "Group 12 (r_16-25_r_35-45_r_52-75_r_82-110_r_120-130_r_136-145_r_152-180_&_C-alpha) has 124 elements\n", "Group 13 (r_1-98_&_C-alpha) has 98 elements\n", "Group 14 (r_99-195_&_C-alpha) has 97 elements\n", "Select a group: There are 195 residues with 195 atoms in first group\n", "There are 195 residues with 195 atoms in second group\n", "Reading frame 32000 time 640000.000 \n", "\n", "GROMACS reminds you: \"The Feeling of Power was Intoxicating, Magic\" (Frida Hyvonen)\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Selected 3: 'C-alpha'\n", "Selected 3: 'C-alpha'\n", " Number of distance-matrix elements for PCA trajectory: 3706\n", " Number of distance-matrix coordinates in PCA trajectory: 1236\n" ] } ], "source": [ "%%bash\n", "\n", "echo 3 3 | gmx_clusterByFeatures distmat -f inputs/woDNA.xtc -s inputs/woDNA.tpr -n inputs/index.ndx -pca -gx 5 -std stdev-matrix.dat" ] }, { "cell_type": "markdown", "id": "5ec5a7df-48a3-4fbd-b770-589c226f436e", "metadata": {}, "source": [ "### 2. PCA from the distance-matrix\n", "\n", "Now, we will use `pca.xtc` and `pca_dummy.pdb` generated in the above command as input files to GROMACS tool `gmx covar` to perform PCA. This step will calculate covariance matrix, eigenvectors and eigenvalues. By default, the eigenvectors are written in `eigenvec.trr` while eigenvalues are written in `eigenval.xvg` files.\n", "\n", "`-nofit`, `-nomwa` and `-nopbc` options are used because `xtc` file does not contain cartesian-coordinates and these option has no meanings in the case of the distance-matrix trajectory." ] }, { "cell_type": "code", "execution_count": 2, "id": "0bd3b7c8-9281-4eef-af05-165f499af647", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " :-) GROMACS - gmx covar, 2025.2 (-:\n", "\n", "Executable: /opt/gromacs-2025/bin/gmx\n", "Data prefix: /opt/gromacs-2025\n", "Working dir: /home/raj/workspace/gmx_clusterByFeatrues/tutorials/distmat-TFAM-pca\n", "Command line:\n", " gmx covar -f pca.xtc -s pca_dummy.pdb -nofit -nomwa -nopbc\n", "\n", "Group 0 ( System) has 1236 elements\n", "Group 1 ( Protein) has 1236 elements\n", "Group 2 ( Protein-H) has 1236 elements\n", "Group 3 ( C-alpha) has 1236 elements\n", "Group 4 ( Backbone) has 1236 elements\n", "Group 5 ( MainChain) has 1236 elements\n", "Group 6 ( MainChain+Cb) has 1236 elements\n", "Group 7 ( MainChain+H) has 1236 elements\n", "Group 8 ( SideChain) has 0 elements\n", "Group 9 ( SideChain-H) has 0 elements\n", "Select a group: Calculating the average structure ...\n", "Reading frame 32000 time 640000.000 \n", "Constructing covariance matrix (3708x3708) ...\n", "Reading frame 32000 time 640000.000 \n", "Read 32016 frames\n", "\n", "Trace of the covariance matrix: 803.441 (nm^2)\n", "\n", "Diagonalizing ...\n", "\n", "Sum of the eigenvalues: 803.442 (nm^2)\n", "\n", "Writing eigenvalues to eigenval.xvg\n", "\n", "Writing average structure & eigenvectors 1--3708 to eigenvec.trr\n", "Wrote the log to covar.log\n", "\n", "GROMACS reminds you: \"Courage is like - it's a habitus, a habit, a virtue: you get it by courageous acts. It's like you learn to swim by swimming. You learn courage by couraging.\" (Marie Daly)\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "WARNING: Masses and atomic (Van der Waals) radii will be guessed\n", " based on residue and atom names, since they could not be\n", " definitively assigned from the information in your input\n", " files. These guessed numbers might deviate from the mass\n", " and radius of the atom type. Please check the output\n", " files if necessary. Note, that this functionality may\n", " be removed in a future GROMACS version. Please, consider\n", " using another file format for your input.\n", "\n", "\n", "Choose a group for the covariance analysis\n", "Selected 0: 'System'\n" ] } ], "source": [ "%%bash\n", "\n", "echo 0 | gmx covar -f pca.xtc -s pca_dummy.pdb -nofit -nomwa -nopbc" ] }, { "cell_type": "markdown", "id": "c7458b75-2896-4256-b463-f91b576cdb40", "metadata": {}, "source": [ "### 3. Projections of first ten PCs on the trajectory\n", "\n", "We will use eigenvectors written in `eigenvec.trr`, `pca.xtc` and `pca_dummy.pdb` as input files to GROMACS tool `gmx anaeig` to calculate projection of first 10 eigenvectors on distance-matrix trajectory. These projections will be written into `proj.xvg` file." ] }, { "cell_type": "code", "execution_count": 3, "id": "47bcc6e9-a2c7-4c1b-a436-3c41cd6ee33e", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " :-) GROMACS - gmx anaeig, 2025.2 (-:\n", "\n", "Executable: /opt/gromacs-2025/bin/gmx\n", "Data prefix: /opt/gromacs-2025\n", "Working dir: /home/raj/workspace/gmx_clusterByFeatrues/tutorials/distmat-TFAM-pca\n", "Command line:\n", " gmx anaeig -f pca.xtc -s pca_dummy.pdb -first 1 -last 10 -proj\n", "\n", "trr version: GMX_trn_file (single precision)\n", "Eigenvectors in eigenvec.trr were determined without fitting\n", "Read non mass weighted average/minimum structure with 1236 atoms from eigenvec.trr\n", "Read 3708 eigenvectors (for 1236 atoms)\n", "\n", "\n", "WARNING: If there are molecules in the input trajectory file\n", " that are broken across periodic boundaries, they\n", " cannot be made whole (or treated as whole) without\n", " you providing a run input file.\n", "\n", "Group 0 ( System) has 1236 elements\n", "Group 1 ( Protein) has 1236 elements\n", "Group 2 ( Protein-H) has 1236 elements\n", "Group 3 ( C-alpha) has 1236 elements\n", "Group 4 ( Backbone) has 1236 elements\n", "Group 5 ( MainChain) has 1236 elements\n", "Group 6 ( MainChain+Cb) has 1236 elements\n", "Group 7 ( MainChain+H) has 1236 elements\n", "Group 8 ( SideChain) has 0 elements\n", "Group 9 ( SideChain-H) has 0 elements\n", "Select a group: 10 eigenvectors selected for output: 1 2 3 4 5 6 7 8 9 10\n", "Reading frame 32000 time 640000.000 \n", "\n", "\n", "GROMACS reminds you: \"Courage is like - it's a habitus, a habit, a virtue: you get it by courageous acts. It's like you learn to swim by swimming. You learn courage by couraging.\" (Marie Daly)\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Select an index group of 1236 elements that corresponds to the eigenvectors\n", "Selected 0: 'System'\n", "\n" ] } ], "source": [ "%%bash\n", "\n", "echo 0 0 | gmx anaeig -f pca.xtc -s pca_dummy.pdb -first 1 -last 10 -proj" ] }, { "cell_type": "markdown", "id": "ba191903-0da3-4416-b7c7-1f94bac5e03f", "metadata": {}, "source": [ "### 4. Clustering using first ten PCs\n", "\n", "Now, we will perform clustering using [K-Means algorithm](https://en.wikipedia.org/wiki/K-means_clustering). One of the **drawback** of K-Means clustering is that the number of clusters should be known beforehand. To automate the decision about number of clusters, `gmx_clusterByFeatures` implements several [cluster metrics](https://gmx-clusterbyfeatures.readthedocs.io/en/latest/commands/cluster.html#cmetric-prior). We will use option `-cmetric ssr-sst` to use the [Elbow method](https://en.wikipedia.org/wiki/Elbow_method_(clustering).\n", "\n", "Following command will perform the clustering of conformations using firt 10 PCs projection. Explanation of options are as follows:\n", "* `-method kmeans`: Use K-Means clustering algorithm\n", "* `-ncluster 10`: K-Means clustering will be performed for 1 upto 10 clusters times each time. Finally, based on `-ssrchange` option, final number of clusters will be automatically selected.\n", "* `-cmetric ssr-sst`: Use Elbow method to decide final number of clusters.\n", "* `-nfeature 10`: Take 10 feature from `feat proj.xvg` input file. Here it is projection of first ten eigenvectors.\n", "* `-sort features`: Sort the output clustered trajectory based on the distance in feature space from its central structure.\n", "* `-fit2central`: Fit/Superimpose the conformation on central structure in output clustered trajectory.\n", "* `-ssrchange 2`: Threshold (percentage) of change in SSR/SST ratio in Elbow method to decide the number of clusters.\n", "* `-cpdb clustered-trajs/central.pdb`: Dump central conformation of each cluster as a separate pdb file.\n", "* `-fout clustered-trajs/cluster.xtc`: Dump conformations of each cluster as the separate trajectory file.\n", "* `-plot pca_cluster.png`: Plot the feature-space (here, it is first 10 PCs from PCA) coloured by the clusters.\n", "* `-rmsd clustered-trajs/rmsd.xvg`: Calculate the RMSD with reference to central conformation of each clusters and written in separate files.\n", "\n", "**index group order**\n", "\n", "1. **First index** group - Output group of atoms in the central structures and clustered trajectories\n", "\n", "2. **Second index** group - Group of atoms to calculate distance-matrix RMSD between central conformations of clusters as RMSD matrix, which is dumped in the **log file** with `-g` option. Here, it is C-alpha atoms of protein. \n", " \n", "3. **Third index** group - Used for Superimposition by least-square fitting. ONLY used in separate clustered trajectories to superimpose conformations on the central structure.\n", "\n", "\n", "**Note: This command could take a long time to execute!**\n", "\n", "This command could take a long time to execute because it is writing output trajectory file for each cluster sorted by distance in feature-space. Therefore, it needs **to read input trajectory back-and-forth** many time to extract the conformations in sorted manner. **XTC** format is fast for **back-and-forth** reading, and it still could take long time to dump the output trajectories.\n", "\n", "**Content of output `-g cluster.log` file**\n", "\n", "It contains the command summary, and for each input cluster-numbers, number of frames in each clusters. At the end, it contains the **Cluster Metrics Summary**, which is important for deciding final number of clusters." ] }, { "cell_type": "code", "execution_count": null, "id": "0d1d95b2-7dac-4515-a691-416cd9916d88", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " :-) GROMACS - gmx_clusterByFeatures cluster, 2025.0-dev-20250210-6949615-local (-:\n", "\n", "Executable: gmx_clusterByFeatures cluster\n", "Data prefix: /project/external/gmx_installed\n", "Working dir: /home/raj/workspace/gmx_clusterByFeatrues/tutorials/distmat-TFAM-pca\n", "Command line:\n", " 'gmx_clusterByFeatures cluster' -s inputs/woDNA.tpr -f inputs/woDNA.xtc -n inputs/index.ndx -feat proj.xvg -method kmeans -nfeature 10 -cmetric ssr-sst -ncluster 20 -fit2central -sort rmsdist -ssrchange 2 -cpdb clustered-trajs/central.pdb -fout clustered-trajs/cluster.xtc -plot pca_cluster.png\n", "\n", "\n", " :-) gmx_clusterByFeatures cluster (-:\n", "\n", " Author: Rajendra Kumar\n", "\n", " Copyright (C) 2018-2019 Rajendra Kumar\n", "\n", "\n", "gmx_clusterByFeatures is a free software: you can redistribute it and/or modify\n", "it under the terms of the GNU General Public License as published by\n", "the Free Software Foundation, either version 3 of the License, or\n", "(at your option) any later version.\n", "\n", "gmx_clusterByFeatures is distributed in the hope that it will be useful,\n", "but WITHOUT ANY WARRANTY; without even the implied warranty of\n", "MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n", "GNU General Public License for more details.\n", "\n", "You should have received a copy of the GNU General Public License\n", "along with gmx_clusterByFeatures. If not, see .\n", "\n", "THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS\n", "\"AS IS\" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT\n", "LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR\n", "A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT\n", "OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,\n", "SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED\n", "TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR\n", "PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF\n", "LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING\n", "NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS\n", "SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.\n", " \n", "Reading file inputs/woDNA.tpr, VERSION 4.5.5-dev-20110921-e25c350 (single precision)\n", "Reading file inputs/woDNA.tpr, VERSION 4.5.5-dev-20110921-e25c350 (single precision)\n", "Group 0 ( System) has 3580 elements\n", "Group 1 ( Protein) has 3580 elements\n", "Group 2 ( Protein-H) has 1884 elements\n", "Group 3 ( C-alpha) has 195 elements\n", "Group 4 ( Backbone) has 585 elements\n", "Group 5 ( MainChain) has 781 elements\n", "Group 6 ( MainChain+Cb) has 973 elements\n", "Group 7 ( MainChain+H) has 969 elements\n", "Group 8 ( SideChain) has 2611 elements\n", "Group 9 ( SideChain-H) has 1103 elements\n", "Group 10 ( Prot-Masses) has 3338 elements\n", "Group 11 (r_16-25_r_35-45_r_52-75_r_82-110_r_120-130_r_136-145_r_152-180) has 2331 elements\n", "Group 12 (r_16-25_r_35-45_r_52-75_r_82-110_r_120-130_r_136-145_r_152-180_&_C-alpha) has 124 elements\n", "Group 13 (r_1-98_&_C-alpha) has 98 elements\n", "Group 14 (r_99-195_&_C-alpha) has 97 elements\n", "Select a group: Group 0 ( System) has 3580 elements\n", "Group 1 ( Protein) has 3580 elements\n", "Group 2 ( Protein-H) has 1884 elements\n", "Group 3 ( C-alpha) has 195 elements\n", "Group 4 ( Backbone) has 585 elements\n", "Group 5 ( MainChain) has 781 elements\n", "Group 6 ( MainChain+Cb) has 973 elements\n", "Group 7 ( MainChain+H) has 969 elements\n", "Group 8 ( SideChain) has 2611 elements\n", "Group 9 ( SideChain-H) has 1103 elements\n", "Group 10 ( Prot-Masses) has 3338 elements\n", "Group 11 (r_16-25_r_35-45_r_52-75_r_82-110_r_120-130_r_136-145_r_152-180) has 2331 elements\n", "Group 12 (r_16-25_r_35-45_r_52-75_r_82-110_r_120-130_r_136-145_r_152-180_&_C-alpha) has 124 elements\n", "Group 13 (r_1-98_&_C-alpha) has 98 elements\n", "Group 14 (r_99-195_&_C-alpha) has 97 elements\n", "Select a group: Group 0 ( System) has 3580 elements\n", "Group 1 ( Protein) has 3580 elements\n", "Group 2 ( Protein-H) has 1884 elements\n", "Group 3 ( C-alpha) has 195 elements\n", "Group 4 ( Backbone) has 585 elements\n", "Group 5 ( MainChain) has 781 elements\n", "Group 6 ( MainChain+Cb) has 973 elements\n", "Group 7 ( MainChain+H) has 969 elements\n", "Group 8 ( SideChain) has 2611 elements\n", "Group 9 ( SideChain-H) has 1103 elements\n", "Group 10 ( Prot-Masses) has 3338 elements\n", "Group 11 (r_16-25_r_35-45_r_52-75_r_82-110_r_120-130_r_136-145_r_152-180) has 2331 elements\n", "Group 12 (r_16-25_r_35-45_r_52-75_r_82-110_r_120-130_r_136-145_r_152-180_&_C-alpha) has 124 elements\n", "Group 13 (r_1-98_&_C-alpha) has 98 elements\n", "Group 14 (r_99-195_&_C-alpha) has 97 elements\n", "Reading frame 4 time 80.000 " ] }, { "name": "stdout", "output_type": "stream", "text": [ "=======================\n", " Cluster Log output \n", "=======================\n", "\n", "Command:\n", "=======================\n", "'gmx_clusterByFeatures cluster' -s inputs/woDNA.tpr -f inputs/woDNA.xtc -n inputs/index.ndx -feat proj.xvg -method kmeans -nfeature 10 -cmetric ssr-sst -ncluster 20 -fit2central -sort rmsdist -ssrchange 2 -cpdb clustered-trajs/central.pdb -fout clustered-trajs/cluster.xtc -plot pca_cluster.png\n", "=======================\n", "\n", "Choose a group for the output:\n", "Selected 0: 'System'\n", "\n", "Choose a group for clustering/RMSD calculation:\n", "Selected 3: 'C-alpha'\n", "\n", "Choose a group for fitting or superposition:\n", "Selected 3: 'C-alpha'\n", "\n", "\n", " Input Trajectory dt = 20 ps\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 1 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t32016\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 2 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t16361\n", "2\t\t15655\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 3 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t11769\n", "2\t\t11232\n", "3\t\t9015\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 4 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t14782\n", "2\t\t6838\n", "3\t\t6711\n", "4\t\t3685\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 5 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t11103\n", "2\t\t8298\n", "3\t\t4572\n", "4\t\t4469\n", "5\t\t3574\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 6 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t10817\n", "2\t\t8501\n", "3\t\t4195\n", "4\t\t3453\n", "5\t\t3117\n", "6\t\t1933\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 7 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t7022\n", "2\t\t6867\n", "3\t\t6716\n", "4\t\t4211\n", "5\t\t3361\n", "6\t\t2132\n", "7\t\t1707\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 8 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t6783\n", "2\t\t5835\n", "3\t\t4901\n", "4\t\t4757\n", "5\t\t3120\n", "6\t\t2781\n", "7\t\t2043\n", "8\t\t1796\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 9 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t6175\n", "2\t\t5059\n", "3\t\t4361\n", "4\t\t4350\n", "5\t\t3074\n", "6\t\t2767\n", "7\t\t2476\n", "8\t\t2040\n", "9\t\t1714\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 10 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t4994\n", "2\t\t4179\n", "3\t\t3965\n", "4\t\t3882\n", "5\t\t3618\n", "6\t\t2685\n", "7\t\t2623\n", "8\t\t2473\n", "9\t\t1988\n", "10\t\t1609\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 11 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t4465\n", "2\t\t3960\n", "3\t\t3851\n", "4\t\t3330\n", "5\t\t3283\n", "6\t\t2662\n", "7\t\t2622\n", "8\t\t2506\n", "9\t\t1946\n", "10\t\t1878\n", "11\t\t1513\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 12 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t4370\n", "2\t\t4069\n", "3\t\t4000\n", "4\t\t3629\n", "5\t\t3293\n", "6\t\t2108\n", "7\t\t2038\n", "8\t\t1934\n", "9\t\t1872\n", "10\t\t1814\n", "11\t\t1478\n", "12\t\t1411\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 13 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t3456\n", "2\t\t3334\n", "3\t\t3306\n", "4\t\t3256\n", "5\t\t3109\n", "6\t\t2748\n", "7\t\t2350\n", "8\t\t2327\n", "9\t\t1940\n", "10\t\t1803\n", "11\t\t1657\n", "12\t\t1432\n", "13\t\t1298\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 14 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t3629\n", "2\t\t3217\n", "3\t\t2921\n", "4\t\t2887\n", "5\t\t2846\n", "6\t\t2839\n", "7\t\t2429\n", "8\t\t1837\n", "9\t\t1762\n", "10\t\t1744\n", "11\t\t1743\n", "12\t\t1547\n", "13\t\t1378\n", "14\t\t1237\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 15 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t3666\n", "2\t\t3233\n", "3\t\t3217\n", "4\t\t3012\n", "5\t\t2987\n", "6\t\t2790\n", "7\t\t1906\n", "8\t\t1718\n", "9\t\t1603\n", "10\t\t1479\n", "11\t\t1342\n", "12\t\t1286\n", "13\t\t1281\n", "14\t\t1255\n", "15\t\t1241\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 16 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t3524\n", "2\t\t3309\n", "3\t\t2865\n", "4\t\t2841\n", "5\t\t2744\n", "6\t\t2651\n", "7\t\t2305\n", "8\t\t1745\n", "9\t\t1568\n", "10\t\t1436\n", "11\t\t1337\n", "12\t\t1263\n", "13\t\t1236\n", "14\t\t1197\n", "15\t\t1160\n", "16\t\t835\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 17 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t3192\n", "2\t\t2864\n", "3\t\t2849\n", "4\t\t2579\n", "5\t\t2405\n", "6\t\t2366\n", "7\t\t2259\n", "8\t\t1904\n", "9\t\t1602\n", "10\t\t1528\n", "11\t\t1468\n", "12\t\t1373\n", "13\t\t1349\n", "14\t\t1169\n", "15\t\t1168\n", "16\t\t1012\n", "17\t\t929\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 18 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t3326\n", "2\t\t2848\n", "3\t\t2777\n", "4\t\t2575\n", "5\t\t2479\n", "6\t\t2444\n", "7\t\t2109\n", "8\t\t1532\n", "9\t\t1483\n", "10\t\t1455\n", "11\t\t1356\n", "12\t\t1334\n", "13\t\t1202\n", "14\t\t1172\n", "15\t\t1160\n", "16\t\t1018\n", "17\t\t928\n", "18\t\t818\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 19 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t3158\n", "2\t\t2785\n", "3\t\t2657\n", "4\t\t2474\n", "5\t\t2447\n", "6\t\t2361\n", "7\t\t2211\n", "8\t\t1531\n", "9\t\t1444\n", "10\t\t1393\n", "11\t\t1362\n", "12\t\t1349\n", "13\t\t1255\n", "14\t\t1234\n", "15\t\t1159\n", "16\t\t1011\n", "17\t\t921\n", "18\t\t803\n", "19\t\t461\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 20 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t2566\n", "2\t\t2549\n", "3\t\t2314\n", "4\t\t2285\n", "5\t\t2260\n", "6\t\t2216\n", "7\t\t2025\n", "8\t\t1777\n", "9\t\t1489\n", "10\t\t1469\n", "11\t\t1443\n", "12\t\t1324\n", "13\t\t1158\n", "14\t\t1157\n", "15\t\t1119\n", "16\t\t1115\n", "17\t\t1102\n", "18\t\t988\n", "19\t\t909\n", "20\t\t751\n", "===========================\n", "\n", "\n", "\n", "===========================================================================================================\n", " Cluster Metrics Summary \n", "-----------------------------------------------------------------------------------------------------------\n", "Clusters SSR/SST D(SSR/SST) (Psuedo)F-stat. Silhouette-score Davies-bouldin-score\n", "2 31.27 31.268 14563.710 0.262 1.381 \n", "3 44.44 13.173 12803.176 0.228 1.406 \n", "4 52.77 8.332 11923.432 0.234 1.306 \n", "5 57.66 4.885 10897.036 0.203 1.391 \n", "6 61.47 3.816 10214.958 0.211 1.345 \n", "7 64.70 3.222 9775.873 0.206 1.339 \n", "8 66.75 2.057 9180.444 0.191 1.398 \n", "9 68.29 1.540 8616.962 0.188 1.428 \n", "10 69.71 1.420 8185.188 0.182 1.403 \n", "11 70.90 1.193 7799.618 0.183 1.396 \n", "12 72.00 1.095 7481.315 0.181 1.486 \n", "13 72.84 0.841 7152.562 0.179 1.432 \n", "14 73.87 1.033 6960.579 0.179 1.424 \n", "15 74.69 0.816 6745.368 0.178 1.446 \n", "16 75.54 0.849 6588.000 0.181 1.416 \n", "17 76.10 0.559 6367.346 0.182 1.404 \n", "18 76.89 0.793 6262.695 0.180 1.407 \n", "19 77.40 0.508 6087.359 0.181 1.387 \n", "20 77.92 0.521 5942.556 0.182 1.411 \n", "===========================================================================================================\n", "\n", "\n", "#####################################\n", "Final number of cluster selected: 8\n", "#####################################\n", "\n", "Calculating central structure for cluster-8 ..." ] }, { "name": "stderr", "output_type": "stream", "text": [ "Reading frame 7 time 274760.000 :127: MatplotlibDeprecationWarning: The non_interactive_bk attribute was deprecated in Matplotlib 3.9 and will be removed in 3.11. Use ``matplotlib.backends.backend_registry.list_builtin(matplotlib.backends.BackendFilter.NON_INTERACTIVE)`` instead.\n", "Reading frame 2000 time 220340.000 " ] } ], "source": [ "%%bash\n", "\n", "# create a new folder to contain clustered trajectory and pdb files\n", "mkdir clustered-trajs\n", "\n", "echo 0 3 3 | gmx_clusterByFeatures cluster -s inputs/woDNA.tpr -f inputs/woDNA.xtc -n inputs/index.ndx -feat proj.xvg -method kmeans \\\n", " -nfeature 10 -cmetric ssr-sst -ncluster 20 -fit2central -sort rmsdist \\\n", " -ssrchange 2 -cpdb clustered-trajs/central.pdb -fout clustered-trajs/cluster.xtc \\\n", " -plot pca_cluster.png" ] }, { "cell_type": "markdown", "id": "1bb0549f-ab22-45f4-aad3-bbe3ef99661c", "metadata": {}, "source": [ "### 5. Analysis\n", "Now, we will perform following analysis on obtained clusters:\n", "\n", "1. **Comparison of Distance-Matrix-RMSDs within and between the clusters**: It will highlight the quality of clustering by measuring the difference in the clusters using distance-matrix RMSD\n", "2. **Plotting PC vs PC cluster-wise**. In fact, this is already plotted in the above obtained `pca_cluster.png` file. However, we will focus on first three PCs to demonstrate the distribution of conformation in PC space.\n", "3. **Plotting distance-matrix-RMSF**: Because, we are calculating distance-matrix over the trajectory, it gives us another way to compute RMSF by using distance-matrix. To gain insight of the flexible and rigid regions of the protein, this analysis is useful. It is similar to RMSF but **avoids structure fitting** and therefore, suitable for highly flexible proteins.\n", "4. **Cluster-ID with time**: We will plot cluster-id as a function of time to analyze, how conformation is changing between clusters as a function of time.\n", "\n", "At first, we will load Python modules and define some functions as follows:" ] }, { "cell_type": "code", "execution_count": 13, "id": "60b10e6f-11e3-4f53-90de-77639f34dc39", "metadata": {}, "outputs": [], "source": [ "import re\n", "import sys\n", "import numpy as np\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 14, "id": "43e3fd73-bf8d-4ecf-8271-bb71df8a8f02", "metadata": {}, "outputs": [], "source": [ "def read_mat_file(filename):\n", " ''' Read the matrix file generated from distmat sub-command\n", " '''\n", " fin = open(filename, 'r')\n", "\n", " data = []\n", " for line in fin:\n", " line = line.rstrip().lstrip()\n", " if not line:\n", " continue\n", "\n", " temp = re.split('\\s+', line)\n", " data.append(list(map(float, temp)))\n", "\n", " data = np.asarray(data)\n", "\n", " return data.T\n", "\n", "def read_xvg(filename):\n", " ''' Read any XVG file and return the data as 2D array where data is row-wise with respect to time.\n", " '''\n", " fin = open(filename, 'r')\n", "\n", " data = []\n", " for line in fin:\n", " line = line.rstrip().lstrip()\n", " if not line:\n", " continue\n", "\n", " if re.search('^#|^@', line) is not None:\n", " continue\n", "\n", " temp = re.split('\\s+', line)\n", " data.append(list(map(float, temp)))\n", "\n", " data = np.asarray(data)\n", "\n", " return data.T" ] }, { "cell_type": "markdown", "id": "6d3b3d52-9672-4616-80ac-9f0fd6b41cf1", "metadata": {}, "source": [ "#### 1a. Calculation of Distance-Matrix-RMSDs within and between the clusters\n", "\n", "At first, we need to calculate distance-matrix RMSD within and between the clusters using `gmx rmsdist` command as follows.\n", "\n", "**Note:** Remove `%%capture --no-stdout` and `%%capture --no-stderr` to populate all the output generated from `gmx rmsdist` commands. " ] }, { "cell_type": "code", "execution_count": 15, "id": "846e3686-7b7e-43e0-9c4e-943102969ec5", "metadata": {}, "outputs": [], "source": [ "%%capture --no-stdout\n", "%%capture --no-stderr\n", "%%script bash\n", "\n", "mkdir rmsdist\n", "\n", "# Nested For loop to calculate rmsdist of clustered-trajectory with reference to central structure with all possible combinations.\n", "for i in `seq 1 8`\n", "do\n", " for j in `seq 1 8`\n", " do\n", " echo 3 | gmx rmsdist -f clustered-trajs/cluster_c${j}.xtc -s clustered-trajs/central_c${i}.pdb -o rmsdist/c${i}_c${j} -nopbc\n", " done\n", "done" ] }, { "cell_type": "markdown", "id": "cf48c610-9f2b-4c22-b639-3e22f5096aab", "metadata": {}, "source": [ "#### 1b. Comparison of Distance-Matrix-RMSDs within and between the clusters\n", "\n", "We will use Python to plot all the obtained Distance-Matrix-RMSDs above. " ] }, { "cell_type": "code", "execution_count": 16, "id": "51d2452f-7c35-498e-8cdd-3e1d53bc4969", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mpl.rcParams['font.size']=12\n", "fig = plt.figure(figsize=(12,12))\n", "fig.subplots_adjust(top=0.98, bottom=0.05, hspace=0.25)\n", "\n", "for i in range(1,9):\n", " \n", " ax = fig.add_subplot(4, 2, i)\n", " \n", " for j in range(1,9):\n", " filename = 'rmsdist/c{0}_c{1}.xvg'.format(i, j)\n", " label = \"{0} vs {1}\".format(i, j)\n", " data = read_xvg(filename) # read file\n", " if i==j:\n", " ax.scatter(data[0]/1000, data[1], label=label, lw=0, s=2)\n", " else:\n", " ax.scatter(data[0]/1000, data[1], label=label, lw=0, s=0.5)\n", " \n", " ax.set_ylim(0, 1.8)\n", " ax.set_xlabel('Time (ns)')\n", " ax.set_ylabel('dmRMSD (nm)')\n", " plt.legend(loc='upper center', ncol=4, markerscale=10, borderaxespad=0.1, columnspacing=1, handlelength=1, handletextpad=0.4)\n", " \n", "\n", "plt.savefig('rmsdist/rmsdist.png', dpi=300)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "8679cc57-e2c5-4753-b66f-a3cd5ed90729", "metadata": {}, "source": [ "#### 2. Plotting PC vs PC cluster-wise\n", "\n", "It will be done in two steps:\n", "\n", "1. An input file will be prepared containing information about feature searial and their labels.\n", "2. `gmx_clusterByFeatures featuresplot` will be used to generate the plot." ] }, { "cell_type": "code", "execution_count": 21, "id": "b3b311be-6e4e-4c58-a615-695e5241f07a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1,2,PC-1,PC-2\n", "2,3,PC-2,PC-3\n", "1,3,PC-1,PC-3\n", "1,4,PC-1,PC-4\n" ] } ], "source": [ "%%bash\n", "\n", "# First step - preparation of input file\n", "echo \"1,2,PC-1,PC-2\" > features-label.txt\n", "echo \"2,3,PC-2,PC-3\" >> features-label.txt\n", "echo \"1,3,PC-1,PC-3\" >> features-label.txt\n", "echo \"1,4,PC-1,PC-4\" >> features-label.txt\n", "cat features-label.txt\n", "\n", "# Second step - plotting\n", "gmx_clusterByFeatures featuresplot -i features-label.txt -feat proj.xvg -clid clid.xvg -o distmat-pca-TFAM-PCs-vs-PCs.png" ] }, { "cell_type": "markdown", "id": "0c142cd0-888a-4c69-905f-f5b685a2af96", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "id": "fd2ee014-a77a-4f15-aebc-4273ce496e42", "metadata": {}, "source": [ "#### 3a. Plotting distance-matrix-RMSF\n", "\n", "Here we compare dmRMSF and conventional RMSF\n", "1. We plot the standard deviation in distances in distance matrix. We use `stdev-matrix.dat` file obtained from `distmat` sub-command as the input file.\n", "2. We calculate RMSF of the protein using `gmx rmsf`" ] }, { "cell_type": "code", "execution_count": 18, "id": "feb4f169-56c8-4c26-9d89-a3ca9000acf5", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " :-) GROMACS - gmx rmsf, 2025.2 (-:\n", "\n", "Executable: /opt/gromacs-2025/bin/gmx\n", "Data prefix: /opt/gromacs-2025\n", "Working dir: /home/raj/workspace/gmx_clusterByFeatrues/tutorials/distmat-TFAM-pca\n", "Command line:\n", " gmx rmsf -f inputs/woDNA.xtc -s inputs/woDNA.tpr -n inputs/index.ndx -res -o rmsf.xvg\n", "\n", "Reading file inputs/woDNA.tpr, VERSION 4.5.5-dev-20110921-e25c350 (single precision)\n", "Reading file inputs/woDNA.tpr, VERSION 4.5.5-dev-20110921-e25c350 (single precision)\n", "Select group(s) for root mean square calculation\n", "Group 0 ( System) has 3580 elements\n", "Group 1 ( Protein) has 3580 elements\n", "Group 2 ( Protein-H) has 1884 elements\n", "Group 3 ( C-alpha) has 195 elements\n", "Group 4 ( Backbone) has 585 elements\n", "Group 5 ( MainChain) has 781 elements\n", "Group 6 ( MainChain+Cb) has 973 elements\n", "Group 7 ( MainChain+H) has 969 elements\n", "Group 8 ( SideChain) has 2611 elements\n", "Group 9 ( SideChain-H) has 1103 elements\n", "Group 10 ( Prot-Masses) has 3338 elements\n", "Group 11 (r_16-25_r_35-45_r_52-75_r_82-110_r_120-130_r_136-145_r_152-180) has 2331 elements\n", "Group 12 (r_16-25_r_35-45_r_52-75_r_82-110_r_120-130_r_136-145_r_152-180_&_C-alpha) has 124 elements\n", "Group 13 (r_1-98_&_C-alpha) has 98 elements\n", "Group 14 (r_99-195_&_C-alpha) has 97 elements\n", "Reading frame 32000 time 640000.000 \n", "\n", "Back Off! I just backed up rmsf.xvg to ./#rmsf.xvg.1#\n", "\n", "GROMACS reminds you: \"Being Great is Not So Good\" (Red Hot Chili Peppers)\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Selected 3: 'C-alpha'\n" ] } ], "source": [ "%%bash\n", "\n", "# Generate the dmRMSF plot \n", "gmx_clusterByFeatures matplot -i stdev-matrix.dat -o dmRMSF-matrix.png\n", "\n", "# Calculate the conventional RMSF \n", "echo 3 | gmx rmsf -f inputs/woDNA.xtc -s inputs/woDNA.tpr -n inputs/index.ndx -res -o rmsf.xvg" ] }, { "cell_type": "markdown", "id": "b80ba36b-ee94-4679-b753-3f62b345fc1b", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "id": "47ac56ab-5200-4f19-8c9d-1d2b6e44cfc6", "metadata": {}, "source": [ "#### 3b. Deriving residue-wise fluctuation from dmRMSF\n", "Above standard-deviation is a matrix. Therefore, to calculate fluctuations of residues, we will calculate mean of each rows.\n", "It will give the idea about fluctuations of each residue as simular to that of conventional RMSF. Subsequently, `rmsf.xvg` is \n", "read and plotted." ] }, { "cell_type": "code", "execution_count": 19, "id": "11aa25f0-d8c4-4d8e-bc0c-8ddc92546da8", "metadata": {}, "outputs": [ { "data": { "image/png": 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PP/881q9fjwULFuDAgQPo378/jh075p4Bt1A++OADDB8+HBkZGfi///s//Pnnn3jzzTeRmZmJyy+/HB9++KHdx7rrrruaLJw4/fv3x86dO9G/f3+H9ncH7du3x86dO7Fz506sXLkSnTp1wosvvoiHHnrI6vYhISFYunQpDAaD2fKKigqsXLnSam+b22+/HQ8//DBGjx6Nb775Br/99hteeOEF+Pj44I8//qi3/cMPP2waE/9ZunSpSz4vQRCES1FwYDRED2MwGESDwSCKoijm5+eLAMSXXnrJrn1zc3PrLcvMzBQ1Go04e/bsJo2jtLRUBCCWlpZaXV9dXS0eP35crK6ubtJxvYF//vlHVKlU4tVXXy1qtVqzdVqtVrz66qtFlUol/vPPPw0ep7Ky0p3DdCkjR44UR44cadd2PXr0MFum1WrFTp06ib6+vmb/DxcuXBABiHfddZcIQNywYYPZfl988YUYEBAgzpgxQ5RfeufPnxcBiPPmzbM6Br1eX+8c//vf/+z5mM1OS75OCIJwkOW3iOJLoaL475duOXxjz++G8LglyJprwF5iYmLqLUtISEBSUhIuXbrk7NBaDQsXLoQgCPjkk0/g4+Njts7Hxwcff/wxBEHA66+/blrOXV779+/HjTfeiIiICHTo0MFsnZza2lo88cQTiIuLQ2BgIEaMGIF9+/YhJSUFM2fONG1nzR02c+ZMBAcH4+zZs5g8eTKCg4ORnJyMJ554ArW1tWbnmT9/PoYMGYLIyEiEhoaif//+WLx4MURRdNG3xb6Tvn37oq6uDiUlJfXWd+nSBcOGDcOXX35ptvzLL7/E1KlTERYWZra8sLAQABAfH2/1fCqVxy9TgiAIx1GwJcin8U28i/Pnz+PixYuNutZqa2vNHqBlZWWOnVAUAW2VY/u6A00g0ARRqdfrsXnzZgwcOBBJSUlWt0lOTsaAAQOwadMm6PV6qNVq07qpU6filltuwX333YfKykqb55k1axa+//57PP300xgzZgyOHz+O66+/3u7vXavV4tprr8Xs2bPxxBNPYNu2bXj11VcRFhaGefPmmbZLS0vDvffei7Zt2wJgcU4PP/wwMjMzzbZzlgsXLiA8PBxt2rSxun727Nl48MEHUVxcjIiICJw6dQo7duzAggUL8NNPP5lt261bN4SHh2P+/PlQqVQYP348UlJSGjy/wWCATqczW6ZWqx1+oSAIgnAbCi6W2KJEkE6nw+zZsxEcHIzHHnuswW0XLlyI+fPnO39SbRXw3wTnj+MqnssCfIPs3rygoABVVVVITU1tcLvU1FTs2bMHhYWFZha4O+64o9Hv8fjx41ixYgWeeeYZLFy4EAAwbtw4xMbGYvr06XaNs66uDvPnz8e0adMAAFdeeSX27t2L5cuXm4mbJUuWmOYNBgNGjRoFURTx3nvv4cUXX3RYJHDBUVBQgE8++QR79+7Fp59+aiYI5dx000149NFHsXz5cjz44INYvHgxUlNTMWrUqHoiKCgoCN9++y3uuOMO3HvvvQCAqKgojBkzBrfffjuuueaaesd/5pln8Mwzz5gt27hxI8aOHevQ5yMIgnAbJktQoGfHYYUWY2cXRRGzZ8/G33//ja+++grJyckNbj937lyUlpaafsh91jDcnWQpIm644YZG9926dSsAJgzk3HjjjfXcb7YQBKGeGOjduzcuXrxotmzTpk0YO3YswsLCoFarodFoMG/ePBQWFiIvL8+uc1ly7NgxaDQaaDQaxMfH45VXXsHcuXNNgsUawcHBmDZtGr788kvodDp89dVXmDVrlk0RNnnyZKSnp2P16tV48skn0aNHD/z888+49tprrQZgP/roo/j333/NfoYMGeLQ5yMIgnArphR5sgS5BVEUcdddd+Gbb77BsmXLcN111zW6j5+fH/z8/Jw/uSaQWV+UQhOVdnR0NAIDA3HhwoUGt0tLS0NgYCAiIyPNltuKY5HDY15iY2PNlvv4+CAqKsqucQYGBsLf3/wC8vPzQ01Njen3PXv2YPz48Rg1ahQWLVqEpKQk+Pr64ueff8Zrr72G6upqu85lSYcOHfDdd99BFEVcvHgRCxYswMKFC9G7d2/ccsstNvebPXs2Lr/8crz22mvIz883i32yRkBAAKZMmWJy5aanp2PSpEn46KOPcP/996NHjx6mbZOSkiglniAI78CUIk8xQS6HC6AlS5Zg8eLFmDFjRvMOQBCa5H5SGmq1GqNHj8b69euRkZFhNS4oIyMD+/btw6RJk+q5f+xxL3Ghk5ubi8TERNNynU5nEkiu4LvvvoNGo8GaNWvMBNPPP//s1HH9/f1NgmPQoEEYPXo0evTogTlz5uDqq69GcHCw1f2GDx+OLl264JVXXsG4ceMatU5a0rZtW9xzzz2YM2cOjh07ZiaCCIIgvAYFW4K82h0miiLuvvtuLFmyBJ999hlmzZrl6SF5JXPnzoUoinjggQeg1+vN1un1etx///0QRRFz58516PgjRowAAHz//fdmy3/88cd6wb3OIAgCfHx8zIRadXU1vv76a5edA2Ci7vXXX0dubi4++OCDBrd94YUXcM011+CJJ56wuU15eTkqKiqsrjtx4gQAlvVIEAThlZAlqGHWrVuHyspKlJeXA2CBtD/++CMAFisRGBiI2bNnY9myZTh37hzatWsHAHjkkUewePFi3HnnnejVqxd27dplOqafnx/69evX/B/GCxk+fDjeffddzJkzB5dffjkeeughtG3bFunp6fjoo4+we/duvPvuuxg2bJhDx+/RowemT5+Ot956C2q1GmPGjMGxY8fw1ltvISwszGUp4FdddRXefvtt3HrrrbjnnntQWFiIN9980zVuTwv+85//4O2338abb76JBx980GoBRACYMWNGo9bJU6dOYcKECbjlllswcuRIxMfHo7i4GL///js+//xzjBo1yuHvniAIwuOYAqOVZwlShAi6//77zQJcV65ciZUrVwJgqcgpKSnQ6/XQ6/Vm9V5+++03AKz+imVNlnbt2iEtLc39g28hPPzwwxg0aBDeeustPPHEEygsLERkZCQuv/xy/PPPPxg6dKhTx1+yZAni4+OxePFivPPOO+jbty9++OEHTJw4EeHh4S75DGPGjMGXX36JN954A9dccw0SExNx9913IyYmBrNnz3bJOTgqlQqvv/46rrrqKrz77rtOpd937NgRjz/+ODZt2oRffvkF+fn50Gg06NSpExYsWIDHH3+cagURBOGdGPSAQcvmFWgJEkRXVpHzYsrKyhAWFobS0lKrb/U1NTW4cOECUlNT6wXoEo6xY8cODB8+HN9++y1uvfVWTw+HcAF0nRAEYUZtBbDQGAvaxBIu9tLY87shFGEJIlo+GzduxM6dOzFgwAAEBATg0KFDeP3119GpUydMnTrV08MjCIIg3IFOyuBVoiWIRBDRLISGhmLDhg149913UV5ejujoaEyaNAkLFy4kiwFBEERLhccDqf0ABbr1SQQRzcKQIUPwzz//eHoYBEEQRHOi4PR4wMtT5AmCIAiCUDAKTo8HSAQRBEEQBOEuFJweD5AIajKUTEcQtqHrgyAIM3RkCWoRaDQaAEBVVZWHR0IQyoVfH/x6IQiilaNVdkwQBUbbiVqtRnh4uKkTeWBgoF19swiiNSCKIqqqqpCXl4fw8PB6PeYIgmilKNwSRCKoCcTFxQGASQgRBGFOeHi46TohCIIgS1ALQhAExMfHIyYmBlqt1tPDIQhFodFoyAJEEIQ5ZAlqeajVarrZEwRBEERjmCxByhRBFBhNEARBEIR70FGKPEEQBEEQrRFuCVKoO4xEEEEQBEEQ7kFrLCtDliCCIAiCIFoVOrIEEQRBEATRGlF4ijyJIIIgCIIg3IPCU+RJBBEEQRAE4R7IEkQQBEEQRKuELEEEQRAEQbRKqFgiQRAEQRCtElOxRBJBBEEQBEG0JkzFEikmiCDqc34LsGI6UJrp6ZEQBEEQrsZULJEsQQRRn12fAKfWAifXeHokBEEQhKvRkSWIIGzDLUDVJR4dBkEQBOEGKDCaIBqgLINNa0o9Ow6CIAjC9ZhS5MkSRBDm1FUB1cVsnkQQQRBEy8KgB/R1bJ4sQQRhQVmWNF9LIoggCKJFweOBALIEEUQ9ymQZYWQJIgiCaFloZSKILEEEYYHcEkQiiCAIomXB44HUvoBK7dmx2IBEEOE5eFA0QCKIIAiipaFVdt8wgEQQ4UnMLEFlnhsHQRAE4Xq4CFJoB3mARBDhSUotYoJE0XNjIQiCIFyLwgslAiSCCE8itwSJeqCu0nNjIQjCPjL2sVY3BWc8PRJC6WiV3TwVIBFEeBJ5TBAA1JJLjCAUz/6lrNXNweWeHgmhdMgSRBA2kBdKVPuxKQVHE4TyqSpi0zJqekw0AlmCCMIG5dlsqgkCQhPYPIkgglA+vM+f3J1NENbwAkuQj6cHQLRSSo2usNAEwDeIzZMIIgjlwy24pRkNb0cQJktQoGfH0QAkggjPwN8iwxKlrDBKkycI5cNFUFkWu3YFwbPjIZQLtwRRijxBWMCDokMTAf8wNl9T4rHhEARhJ1wE6Wul+CCCsIa2ik2pWCJBWMAtQWYiiNxhBKFotNVSKwSgfoYnQcjRkiWIIKxjEkEJJIIIwlvgQdEcCo4mGoILZgUHRpMIIjwDrxYttwRRnSCCUDbcFcahNHmiIUyWIHKHEYQ5/OYZRu4wgvAaLEVQKYkgogHIEkQQVqgqAqqNAZVhyYBfKJsnEUQQysYyeYHcYURDkCWIIKyQc4RNI1IA/1CZJYjcYQShaMgdRjQFHYkggqhPzmE2jevFpuQOIwjvgIugsGQ2JRFENAQvlkgp8gQhg1uC4vqwKYkggvAOuAiK7cGmvGAiQViDiiUShBWyLS1BFBNEEF4BF0Ex3dhUV1PfRUYQHCqWSBAWaKuBgtNsPr43m3JLkL5WCqQjCEJ5cMETHAcEtWHz1EOMsAUVSyQIC/KOA6IeCIwCQuLZMt8QAMb+Q1QriCCUCxdBARGsxhdAGWKEbXQUE9Qo5eXlePrppzF+/Hi0adMGgiDg5Zdftnv/vLw8zJw5E9HR0QgMDMTQoUPx119/uW/AhHOY4oF6S40XVSpKkycIb8CqCKLgaMIGZAlqnMLCQnz++eeora3FlClTmrRvbW0trrzySvz1119477338MsvvyA2NhYTJ07E1q1b3TNgwjks44E4lCZPEMrHTAQlsHkSQYQtvMAS5OPpAbRr1w7FxcUQBAEFBQX44osv7N538eLFOHr0KHbs2IGhQ4cCAEaPHo0+ffrg6aefxu7du901bMJRuCUovo/5cv8woBTUSZ4glAzvHRYQwaq9A+QOI2xDlqDGEQQBAneLNJHVq1ejS5cuJgEEAD4+PpgxYwb27NmDzEx6Q1EUBj2Qe5TN17MEkTuMIBSNXifF7JE7jGgMg4EluwCAJtCzY2kAj4sgZzh69Ch69+5dbzlfduzYMZv71tbWoqyszOyHcDNF51nKpCYQiOpovo5qBRGEspFfm/5hQHAsm6/I88x4CGWjk2X6Uu8w91BYWIjIyMh6y/mywsJCm/suXLgQYWFhpp/k5GS3jZMwkrmfTWN7ACq1+TrqJE8QyobHA/mFAWofmfWWrlnCCnIRRG0z3EdDrrSG1s2dOxelpaWmn0uXLrljeISci/+waduh9deRJYgglI0pKDqcTXlGZ225R4ZDKBxeKFGlqf/SqyA8HhjtDFFRUVatPUVFrEO5NSsRx8/PD35+fm4bG2GFNKMISrm8/jpKkScIZWMpgviLS105i/dT8IOO8ABe0EEe8HJLUK9evXDkyJF6y/mynj17NveQCFuUZrKYIEEFtL2s/nqyBBGEspGnxwOAX4i0jqxBhCWm9HjlxgMBXi6Crr/+epw8edIsFV6n0+Gbb77BkCFDkJCQ4MHREWZc3M6m8X0kwSOH6gQRhLKxFEE+foDaaE2nWD7CEi9IjwcUIoLWrVuHH3/8Eb/99hsA4Pjx4/jxxx/x448/oqqK+RVnz54NHx8fXLx40bTfnXfeiR49emDatGlYvnw5/vzzT9x00004deoU3njjDY98FsIGaX+zqTVXGAAERbNpeXbzjIcgiKZhKYIAKTiaLEGEJV5QKBFQSEzQ/fffbyZuVq5ciZUrVwIALly4gJSUFOj1euj1eoiiaNrOz88Pf/31F55++mk8/PDDqKqqQt++fbFu3TqMHDmy2T8H0QA8HqidDREU2Z5Niy4Aoii11CAIQhlYE0F+oUBlPllwifp4iSVIESIoLS2t0W2WLl2KpUuX1lseGxuLZcuWuX5QhOsoy2o4HggAwtsBEFiQZWUBENymWYdIEEQjWBVBxrggcocRlnBLkIILJQIKcYcRLZw0YzxQXG8ps8QSjT8QlsTmi843y7AIgmgC5A4jmgK3BFFgNNHqudhAarwck0vsnHvHQxBE07HlDgMoq5OoD68TRCnyRKsn+xCbJg1seDuTCCJLEEEojoZEELnDCEt03mEJcigmqLKyElu2bMH27duRmZmJ6upqREdHo3v37hg9ejR69Ojh6nES3opeB+QeZ/Nx9fu8mUEiiCCUS5WxMK01dxgFRhOWaHlMkLItQU0SQWfOnMFbb72F5cuXo6KiAoIgIDw8HP7+/iguLkZNTQ0EQUCvXr3wyCOPYObMmVCpyNjUqik8wzoJa4KAiNSGt43qwKYkgghCWdSWAzUlbJ53jweodQZhGy+xBNmtUB577DH07NkTO3bswIsvvojdu3ejtrYWhYWFyMzMRFVVFTIzM7Fy5Ur07t0bjz76KHr37o29e/e6c/yE0sk5yqZxPYHGBDG3BBWeZ2nyBEEogxJjb0X/cMn6A1B2GGGblmYJ2r9/PzZu3IgRI0bY3CY+Ph5Tp07F1KlTUVZWhnfffRfbt2/HwIGNxIIQLZecw2wa16vxbSNS2LS2FKgqAoKi3DYsgiCaQKlRBIUnmy8ndxhhCy+xBNktgrZu3dqkA4eGhmLevHlNHhDRwsgx9nazRwRpAoDQJKAsg7nESAQRhDIoSWfTsLbmy8kdRtjCZAlStgiigB3CfYiiJIJi7RBBABBpjBuiNHmCUA62LEEmEUQp8oQF3BKk8GKJTlWMrqioQHp6Ompqauqt69+/vzOHJloCFblAVQGrFB3Tzb59ItuzPmMUHE0QyoHHBIVbWILIHUbYQusdXeQdEkH5+fm4++67TQ1P5YiiCEEQoNfrnR4c4eVwK1BUJ8DXzrcBSpMnCOVhcofZsgSRO4ywoKUFRsu59957sWnTJjz66KPo1q0bfH19XT0uoiXQlKBoDqXJE4TysOkOk2WHUeNjQk5LC4yWs2nTJrz11lu4++67XT0eoiXRlKBojilNnmKCCEIRaGuYaxuoHxjN3WEGHXvzt9fiS7R8vMQS5FBgdFBQENq1a+fqsRAtDXmNIHvhBRVrSqgfEUEogbJMNtUEAYGR5ut8gwEYrT9UK4iQ4yWWIIdE0O23346VK1e6eixES8JgkFxabbrav59voHTRULAlQXiekotsGp5c390lCBQXRFjHSyxBDrnDFixYgNmzZ+P666/HVVddhcjIyHrbTJ061enBEV5MTQkgGoPjg9o0bV+/EPYWQW+WBOF5eGaYZVA0xz+UpcjTSwshx0ssQQ6JoAsXLmD37t04ffo0fvnll3rrKTuMQGUBm/qFAj5+TdvXLwSozKc3S4JQAraCojlUK4iwRku2BN1zzz0oLS3Fu+++S9lhhHWqjCIo0IGqz6aMExJBBOFxGrME0fVKWMNULLEFiqDdu3dj8eLFmD59uqvHQ7QUuCUoKLrp+5reLMm8ThAep9RGoUQOFUwkLDEYZO4wZYsghwKjY2NjER4e7uKhEC2KqkI2DXREBNGbJUEoBl4o0ZYIopcWwhKdrItES+wddv/99+Ozzz5z9ViIlgR3hznSBJVEEEEoA70OKMti8425w8gSRHDkIkjhliCH3GEqlQqHDx9G//79MXny5HrZYYIg4LHHHnPJAAkvpZIsQQTh9ZRnsSxPtS8QHGt9G38rKfIGA7BvCdB2KBDb3f3jJJQFD4pW+QBqp1qUuh2HRvf000+b5g8ePFhvPYkgQrIEkQgiCK+l1FgoMTQBUNlwHFjLDjuzAfj9caDdcGDWWveOkVAeXhIPBDiRIk8QDcIDo52yBJF5nSA8SnUxmzaU5ekfxqZyd1j6DjblQdVE68KUHq/seCDAQRFELTOIRnHKEkQVaAlCEfDWNVzoWMOa5TZjL5tWFblnXISy8SJLkEOB0QTRKKaYIAqMJgivxSSCwm1vY5kdptcBWQfYfF0Fa8BKtC68yBLkkAjSarVYsGABunfvjqCgIKjVarMfHx9lB0IRbkYUZSnyJIIIwmuxxxJkWSco7zigrZLW83sB0XrwkkKJgIPusLlz5+Kdd97BpEmTMGXKFPj5NbEtAtGyqasA9LVsngKjCcJ7qSlhU7vcYUYRlPGv+fqqAiAs0eVDIxQMF8Fe4A5zSAT98MMPmDdvHl566SVXj4doCfCgaJ8AwDeo6fuTCCIIZWBXTJBFDB+PB+KQJaj1wV2gLdUdVlxcjBEjRrh6LERLgd/0HLECARQYTRBKgYuggHDb23CBpK0C9FrJEqTSsGkliaBWh84YE+QFliCHRNCIESOs1gciCACy9HgH4oEAc0uQweCaMREE0XSakh0GsBYbhWfYfLthbEqWoNZHS7cEvf/++1i8eDFWrVqFuro6V4+J8HacSY8HZDdVEdBWumRIBEE4QHUJmzYkgtQaQGN0e6+6h00jOwDRndg8vx8QrQceE6QJ9Ow47MChmKC+fftCq9Vi2rRpEAQBgYHmH1QQBJSWltrYm2jxOFMoEQB8/Jkp3aBl1iD5myZBEM2HPSnyADDsYWDrG0CmMR4oaZB0/VeSCGp12GNBVAgOiaAbbrgBgiC4eixES8FZS5AgMOFTXURxQQThSewVQaPnAp3GA2seBXKOAJ3GSYUSyR3W+mjpImjp0qUuHgbRouA3P0djggASQQThaQwGKe3dnodZ0gDgnq1AaQYQ0Q44+hNbTiKo9eFFIogqRhOup9JJSxBQvwotRxTZD0EQ7qW2DIDxWuMFERtDpWYCCJDcYSSCWh8tUQT98MMPTT54VlYWtm/f3uT9CC+nysmYIMB6rSCDHvhyIrBkMgkhgnA3vFCiTwDg40BBXG4Jppig1kdLFEEPPvgg+vbtiy+++AJlZQ139963bx8efPBBdOrUCYcOHXJ6kISX4WyKPCCJIHln6sKzwKVdrEM1725NEIR7cPZBxi3B1UVU6qK1YW8smQKwOybo7NmzePnll/Hoo4/ioYceQr9+/dC/f3/ExMTA398fRUVFOHfuHHbt2oXs7Gz07NkTq1atwoQJE9w5fkKJOFssEbBuCco+LDtHERAY6fjxCYJoGHsKJTZEgPH6FA3MqkTXa+vBnnYrCsFuERQWFoZ33nkH8+bNw5IlS7B27VosW7YMVVVSo7z27dtj4sSJuO222zB69Gi3DJhQONoa1jsMcI0lSC6CcmRWRbIEEYR7cdYS5OML+IUBtaXsxYhEUOtAFL3KHdbk7LCIiAg8/vjjePzxxwEApaWlqK6uRlRUFDQajcsHSHgZPB5IpXHuArBsygiYW4Kqixw/NkEQjWNPocTGCIxkIqiyQCqeSHgWg55NVWr3HF9XA+iNRZS9QAQ5nR0WFhaGuLg4EkAEg7vCAqNYvR9HsewfJopAjlwEkSWIINyKK97mgyhDTFEYDMCi0cAnwwG9zj3n4P83ggrwDXbPOVwIpcgTrqUyn02diQcC6rvDyjLNhU8VWYIIwq24IriVu8SpdYYyqC4Gsg8B+SeAgtPuOQf/v/ELBVTKlxjKHyHhXZRmsGloonPHsRRBclcYQJYggnA3rrAEUesMZVGZJ83nHXfPObwoHgggEUS4mpJ0Ng1v69xxLEVQjqUIIksQQbgVV2T48GBostwqgwqZCMo95p5z8FgyR7MKmxkSQYRrcZcI4pYgflyyBBGEe3FpTBBZghQBD1cAyBJkhEQQ4VpcJoIsAqO5JSh1JJvSmyVBuBeXuMN4TBAFRisCM0uQu0RQCZuSCCJaJS63BJUxwVN6if3ORRBZggjCvThbLBGgmCClIbcElaZLf2NX4mWWIIe6yAPAN998g+XLl+PixYuorq42WycIAs6dO+f04AgvQ1cLlGez+fB2zh1L7g7jVqCIFPYDUEwQQbgbV9QJMrnD6HpVBPLAaADIOwG0vcy15/CilhmAgyLojTfewNy5c9G9e3f06dMHfn4ONNcjWh48M0wT5Hx1WC6CRD1w/Fc2nzgQCIhg8/wGTRCEe3CJO4wHRpMlSBFU5Jv/nnvMjSKoBVuCPv/8czz44IP44IMPXD0ewpspucim4W2dK5QIAL5BrNiWaAAO/8CW9Zgi3VRrywC9FlBTkU6CcDl6LaCtZPNO1QkyWoK0VUBdFeAb6PTQCCfglqDoLkDBKfcER7eGmKCcnBxcf/31LhtERUUF5syZg4SEBPj7+6Nv37747rvv7Np38+bNGDduHGJiYhAcHIzevXvj/fffh16vd9n4CDtxVTwQwEQUtwbVlbNA6Y7jjBeWUWCRNYgg3EONrF0NT1JwBL8Q1kIHoOBoJcAtQe1Hsak7gqO9zB3mkAgaMGCAS2N+pk6dimXLluGll17CunXrMGjQIEyfPh3Lly9vcL8///wTY8eOhU6nw6JFi/Dzzz9j1KhRePTRR029zYhmpFhmCXIF8ptvt2sBjT/rd8PfMCguiCDcA3+b9w0B1A6HjrKXGWqdoQxEUQqMNomgY2y5K2kN7rC3334bM2bMQP/+/TFgwACnBrB27Vps3LgRy5cvx/Tp0wEAo0ePxsWLF/HUU0/h5ptvhlptvdHb0qVLodFosGbNGgQFBQEAxo4di1OnTmHp0qV47733nBob0URcaQkCJEsQAPS6QZoPiGA3aQq2JAj34EqXRmAUS5iguCDPUlsG6GvZfMpwQOXDmtuWZQJhSa47j5eJIIcsQbNmzUJhYSEGDx6MxMRE9O7d2+ynT58+dh9r9erVCA4OxrRp0+qdIysrC7t377a5r0ajga+vLwICAsyWh4eHw9/fv2kfinAed4mgoDZAyghpOY8LojR5gnAPrnyQ8VpBlWQJ8ijcFeYbwv6uUZ3Y75sXAgVnXXee1iCCoqKi0LNnT4wYMQKdO3dGVFSU2U9kpP2ZQUePHkW3bt3g42NulOrdu7dpvS3uu+8+1NXV4ZFHHkFWVhZKSkrw9ddfY/Xq1Xj66acbPG9tbS3KysrMfggncZcI6nG9uUnelCFGliCCcAvuEEHkDvMsPCiauyc7jGbTg98AHw4Adnzo/DlE0etEkEPusC1btrhsAIWFhWjfvn295VxIFRbavnCGDBmCTZs2Ydq0afjoo48AAGq1GgsXLsQTTzzR4HkXLlyI+fPnOzFywgxtDVCRw+adrRHEGTCTZZQMfdB8eQBZggjCrbiiUCKHWmcoA14tOjiGTccvAFJHADs+AC5uB878AQx7yLlzaKsAg47Nt2QR5GqEBtKpG1q3b98+XH/99RgyZAg+++wzBAUFYdOmTXjhhRdQU1ODF1980ea+c+fONQueLisrQ3JysmMfgHBtjSBOt2vYjyXcEkQxQQThHlxRKJFDliBlwIOig9qwqUoNdJnEsvcubndNti0/hqBmZU68AIdFUFFREd555x389ddfKCwsRHR0NMaOHYs5c+YgIiLC7uNERUVZtfYUFbEHXEOutQcffBCxsbFYvXq1KXh69OjRUKlUePnll3HbbbdZtTIBgJ+fHxV5dCWurBHUGBQTRBDuIfsQcGQlcHoD+92lMUFkCfIoXARxSxCHW/tcIYLkFkR3PwdchEMxQZmZmejfvz9ee+01lJaWom3btigpKcGrr76K/v37Iysry+5j9erVCydOnIBOpzNbfuTIEQBAz549be578OBBDBgwoF722KBBg2AwGHDixIkmfCrCKXg8UISLXGEN4e6YoJJ0YNU97IFAEK0FUQS+m8HcIwWn2LKYbs4f12QJIsutR+HusCALEcTr+fCMQGfwsnggwEER9Nxzz6G6uhq7d+/GsWPHsHHjRhw7dgy7d+9GdXU1nnvuObuPdf3116OiogI//fST2fJly5YhISEBQ4YMsblvQkIC9u7dW68w4s6dOwEASUkuTPsjbFOeA5zZyOZdFRTdEO6OCTrwDXD4e2DXp+45PkEokbJM1lRTUANXvQ3c9RfQ/w7nj0sxQcrA5A6LNl/OXyprywCDk0WGvVAEOeQOW79+PRYsWIBBgwaZLR80aBBeeeWVBmNxLJk0aRLGjRuH+++/H2VlZejYsSNWrFiB9evX45tvvjFZeWbPno1ly5bh3LlzaNeOWRsee+wxPPLII7jmmmtw7733IjAwEH/99RfeeustjB07tkmp+oSDbHwJ2PmhFAwX09395zTFBLlJBPGij2UZ7jk+QSiRjL1sGtsDGDTbdce1jAkSReD0egACO1dYkte4Trway8Bojlyw1JQ6F9PZWkRQaWkpUlJSrK5LTU1FaWlpk463atUqPP/885g3bx6KiorQtWtXrFixArfccotpG71eD71eD1FW3fLhhx9GYmIi3nnnHdx1112orq5GSkoKXnrpJTz22GOOfDSiKRj0wM6PmABKGsxunL1ucv95A7k7zE0iqPQSm5Zlu+f4BKFEMv5l06SBrj1uoKyTvEEPpP0NrJDu7YjvC9y9iQXqEu6j0oY7TO3DagfVlbN7KomgxklNTcXvv/+OcePG1Vu3bt06pKamNul4wcHBeO+99xqs8Lx06VIsXbq03vKpU6di6tSpTTof4SLKsgCDlmUX3Lm++W5ijcUEbXkD2LsYuOtPx9xzJUYRVC4TQbo6doMIiW368QjCG8jcx6ZJgxrerqmYHqoiC77NMdZ+8w0G6iqA7IPsXhJO2bluhQemW1qCABbIXFfufHC0lzVPBZyoGP3+++/jkUcewb59+5CVlYV9+/bhsccew/vvv4/Zs11oSiWUizwjrDnf4nhMkLaK1SeSU1cF7HgfqMgF0rY3/dh6HYuNANgNmjeS/OE/wNvdgELX9cwjCMWg1wJZB9l8oostQWqN9FCsKgCK09j84Lslq0RN07wHRBOpq2L3M0BKkZfDM8RqnLSutxZL0FNPPYVz587hww8/NBUpBABRFHHPPffgySefdNkACQXDb2bNkREmxy8UEFSAaGDWGU28tO70eulid+TGWp4NiHrz3/1DgfSdbHn6TiCqg3PjJwilkXcc0FUDfmFAVEfXHz8wml2PVYWyl6d27GFZmUciyN1wV5jaz7wnI4dniLnMEhTu3HGaEYdEkCAI+Oyzz/D4449j8+bNKCwsRFRUFMaMGYPOnTu7eoyEUjGJoJTmPa9KxVxiVYVMBIXKRNBRWZZhrQOtUHg8EKcsi5mP+cWdZyy7oNcBvz/G4hlcGURKEJ6AB0Un9mfXl6sJjAKKzjGXDE88iEiRLAYkgtxLhaxGkLUgdFOtILIENYkuXbqgS5curhoL4W3Ib2bNTUCkUQTJ4oKqi4EzG6TfHbmxlliIoPJsoFhW/DPfWD8lfSew/ysgYA2JIML74SLI1UHRHJ6WXZkvWYIi2pEIai5MQdFWXGGA62oFmURQuHPHaUYU0TaD8FK4JchVvcKaQoCVDLETvwH6Oul3R26spenmv5dlmZd/zz/JplkHjOcvYkHTPr5NPxdBKIVMbglykwjiwdF5JwBdDXNnhyWTCGoueFC0ZY0gjul+WuLceVzZbqWZsNvuqVarsWfPHraTSgW1Wm3zx7IjPNFC8ZQ7DJBuqvJ+REd+ZNPQRDZ1xB3GLUEq4/9webb0OQHmLqstZxktHF6EjCC8keoSoOA0m3eXJYinyWftZ9PQJGPAdCj7nUSQe+EWc16zyRJXtc7g+wdENLiZkrBbrcybN89UgXnevHkNNjYlWgF1VZKJ1SMiyKIAW205qz8CsCq3W/4rZXbJqSoCCs4AbW1UIucxQXG92Q27LJsFYMvJPyVZggCWiRaW6PhnIQhPwgVQaJJtS4Gz8Os1h7VDMiVTkCWoeeAtSwJs1ABymTvMuD8XVV6A3SLopZdeMs2//PLL7hgL4U1wv75/mGf+4U2WIOPFXZ7LxIpfKBDXiy2zdmP95UHg1Fpg1nqg3dD663kPtOQhTASVZ7GsGTnpu4Ci89LvZAkivBnuKnFnDSwurri7OpxEULNisgTZsNC4whKk10nWdy+yBDmUBvDKK6/YbJKanZ2NV155xalBEV6AJ11hQH1LEO9LFBglmditucN4nZ9Lu+qvE0Wg1NgqI3kwm5bJ3GGxRnF1+Dvz/Spymzx8glAM1Y1YCVyBpRuG3zdMIqjEfecmpBZDtv7G1mIsm4pcyHpRYLRDImj+/PnIyLDeVykrKwvz5893alCEF+DJzDBAVorfKILkgX9+PM7AigjiF3nu8frrKvNZ0CYEKTaiMk+yDnWZyKbcpM/hPXkIwhvh15CteBFXEGjhZjO5w8LZ1JH4PcJ+TJYgN7rD+L3VN4S14vASHBJB8v5dllRUVECj0Tg8IMJL8GRmGFDfEsRdUoHR0tul5Y1VFKULNc+KCOJB0SHxLLhaUDMXm0EHqH2B9qPNt9cEsimJIMKbqWrkAekKLI9N7rDmpbGYIFe4w/i91YtcYUATYoIOHz6MgwcPmn5fu3YtTp48abZNdXU1vv32W3ToQBV1WzxKdYcFydxhuhpAVwv4+LHf6ypZrzOABTfrtSxDhcPT48OTWRuQkDiphUZ4WyC2u/kY2o9i8UWVJIIIL8ZkCXKjCLIMuKbA6ObFXkuQttLxkh9eGBQNNEEErV692uTmEgTBZtxPQEAAlixZ4prREcqlxNPuMC6CjBd3Jb+Ry9xhAHOJBRsLhMn93QYtUHgWiOkmLeOWoDBjI8eQeEkERaSwN5zgOKAihy3rNI6JILIEEd5MdSPxIq7AN5i1bNDXAj7+QLAxCJtEkPuRW8BtZoeFARAAiEzMWGuy2himc4Q3fV8PYrcIuueee3D11VdDFEUMHjwYS5YsQc+ePc228fPzQ4cOHRAQEODygRIKQhQVYAkyXsy1ZezNxWQJasOsOL4hrCtyrQ0RBAC5x8xFEE+P592sQ+MBowYyfc42XZgIiuwARHViyygwmvBmmiMmSBDY8cuzmCuMl1iRiyBRNG/pUF0CQPQ694riqC1jLn3AtiVIpWYW9JpS9r07JYK86+9ltwiKj49HfDzr0bR582YMGDAAwcHBbhsYoWAq81kHdwiS1aS58Q+XNVEtql8R1T+UiSB5oJ+lCLKMC6pnCUqQ1nERFNMNuLAVSOgrvc1WUIo84cU0R0wQwFzV5VnmDZe5CBINrPExb+5p0AOfDGcp9XOOABp/946tJcP/vppAQNOAgcI/3CiCHMwQ88JCiYCDgdEjR44kAdSa4ZlhoYmeaxehUkmm3apCSQTxLBRrGWL1LEEWIoi7vsJkliAOF0FD7gW6TAYuf1x6W6otBbQ1Dn8UgvAozWEJkh9fbj328WdJB4C5S6yqCCjLYPF2vJijNWrKgEv/MisSYR17SyBw8eJohhi/v3pRejzgRO+wM2fO4LPPPsOJEydQXW1eTE4QBPz1119OD45QKDwmJjSh4e3cTWAUc4NVFZoHRgPWawWZLtIwdsPNO2Z+PP7GxI9hzRIU2R6YvoLNiyK7gevr2M06vK1LPhZBNBsGQ/PEBAFAGOs4gOjO0jJBYNdjZT67Jvk2/HoGWL+++N7Wj/n7E8CRH4DbfwY6jLa+TWunqpFCiRxnM8RMgdHeZQlySAQdPXoUl112GRITE3H27Fn07t0bBQUFyMzMRHJyMmWHtXQaa8bXXPA3y8qC+pYgU6yBFRHUdhhweh2r/1NbLpngTW9MxotYbgmyVgpAEJhLrPQSC44mEUR4G7WlgKhn8+52h418FojpAfSZbr5cLoI4lTIRlHfC9jF5+5q8EySCbNFYejzH2VpBXhoT5JA77LnnnsOECRNw7NgxiKKIxYsX49KlS/jtt99QU1ODBQsWuHqchJKQV2f2JPymXXxBSn0PsnSHyW6s/CKN6sAyvwDpBqutMcY5QbpZRHVktYLC20mWJUuCjEHXlCFGeCP8AekbLJWScBfhycDQBwA/i1AKaxlilpYgaxgMUpZqebbrxtnSaCw9nmOyBDkaE+Sd2WEOiaD9+/fjjjvugErFdjcYWIPJq666Ck8++STmzp3ruhESyqOymWIIGoOfP98YM+AbLAX+WXOHyetYxBhr/uQaXWL8AhZUkoAKTQBmrQVuX217DKbgaMoQI7yQ5gqKbghrIsgeS1B5ltSLjK4/29hrCTK1zihx7DytKTC6uLgYkZGRUKlU0Gg0KC6WlOPAgQOxf/9+lw2QUCBVCnGH8fPzN0W5KGvIHRYQIRU+5Bli8nUq2WXR9jJmObIFT7+nJqqEN9IcfcMaw6olqFCaL04DtBZNjAGg6II0X57jlqG1COy1BLnKHeZlgdEOiaDExEQUFLAHYceOHbFt2zbTusOHD1PmWEvHMv7GU3DRU3CGTeWizKo7rIRNAyKAiFQ2X2rMCHP0YUCWIMKbaa7MsIZozBIE0XqGGK9VBpAIsuTAN8C/X7B5uy1B4WzqiDtMFFtXYPTll1+OHTt2YMqUKbjtttvw0ksvITs7G76+vli6dClmzJjh6nESSkIpliB+49ZWGn+Xjaeh7LCACCktl1twHA3qM4kgigkivBClusPkMUEAkHcSiO9jvqxYZgmqIBFk4uTvwC8PsvlOE5puCXLEHaatklyTNu6h5/Mr4KNSISbUD/4addPP4SYcEkHPP/88srKyAADPPPMMcnJy8O2330IQBNx000148803XTpIQmEoLSaIIxdlJtOulcDogAip+Snv++Xow4ACowlvRgmWIJPVtkRaxi1B/uFseb6VuCC5JaimlLnMGioG2BoozwV+fVj6Pfeo7N7WyN/YmTpB/N6q8gF8g6xu8tgPh3DoUgkW/WcgxnWPbfo53IRDIqhDhw6mNHi1Wo33338f77//vksHRigUUVSQJchCsMgv8oayw/zDWYVaQLrZOusOoyaqhDfCRZDSYoL4ddluOHDqd2YJskQeEwQwl1hkqnvG6A2IIrMAyeOpco7aXwfKGXeYPNRA3vpERnElsxRFBmmsrvcUDsUEEa2Y2nLJ7KmUmCAOt8oA9d1hZinwEdK2dRVAXZUT7jBj1WiyBBHeiL2uEndizWrLX7RSr2BTq5YgLoKMD93WHpeX9jdwdiNrVNvnVrbMzBLUyL3NGXeYHfdPLoLCAz3UZcAGDlmCbHWQ5wiCgBdffNGhAREKh9+cNIGAb6Bnx9KgO8wiO4ybeHkKvCBIXa0r8+2/UVjCRVBdBVBXadMUTBCKRIkxQQaDNK6Uy9m0+CJ7WeH3nOoS6cEb24M97Ft7cDRvZ5Q6Auh1A3BoOZC1X4qZbMwSFBTN3Fn6WuDwSqD3NPvPze+vNjLD6nQGlNeyJq6RLUEEvfzyyw2uJxHUgjHFA3nYCgSwukC8bQVgPiY/mSVIFM1dYTwFPjiGVXuuzHfcEuQbDPgEALpqZg1qzeZ4wvuwN17EnViKoJoSqYp1dBdje5xCliGW0Jct5/FAQW1YCQsSQdI9LDASiO3F5kvS2VRQS9+zLXyDgOGPAn+/Bfz6EBDdSfq+7T23jftnSTW7R6sEIDSgBbjDDAZDvZ+CggJ88cUX6NmzJ9LS0lw8TEIxWPbo8iSCYH7zlo+Ju8MMOuYGs3aRcsuRmQhq4huxIFCtIMJ7UWJMEI8H8gtjDZrbdGW/y9PkuSssIhUIjmPzPEPs0PfA8V/dO2YlIr/HBceYvxQ2EKtjxujngY7jAF0N8N1t9scHNSKCiitZRf/wQF+oVXaMoxlxWUxQZGQk7rzzTtx666145JFHXHVYQmkopUYQRy6C5GPyDWauL4C5xKyKIKMry8wd5sDDgI+BH4MgvAFRlMUEKcESVGaReGEcU2gim8pjfrglKCIFCDEmJ5TnAiWXgNX3AD/OklzhdZXA5oVA4Tl3fgrPI7/HCQIQ11NaZ+99TaUGbviC9UEsywBOrbPz3CXGc4dbXV1kjAeKCFSWFQhwQ2D04MGDqYN8S0YpmWEc+cUtH5MgmLvErIogWXq7M83/+Ft0NYkgwouoLWOWUkAZMUGingkWyxct00uGLOuJZ4ZFpkp9AMuzgYx/2bxBB2TuY/O7PwW2vg5sfs19n0EJWN7DYmUiqCmWvoBwIHUkmy+55Ni5LSiu4plhyooHAtwggg4dOkQVo1syphuUAtxhgHSj1ATWD0r2l6XJW7tI5W4sZ9oH8AeIo40HCcITcMulT4Bn6+toAgCV0UJQU1r/RcuaCDJZglLNq7Zz4QMAGXvZNO0fNm1NliDAXAQ1VeSGJbFpWUbTzm0jMFqyBClPBDkUGP3VV1/VW1ZbW4vDhw/jyy+/pIrRLRl+I1KMJch4g7TmnvOTmdkbsgQVX2y02mmD8H3IHUZ4E0oIigaY1dY/jImfmtL6xVj5A1x+fZliglKkl53yHEn4AMwqpNcBl/aw33mQcEulngjqIa1r6ssdd0HytkKN0UjLDKlGUAsRQTNnzrS63N/fHzNmzKCK0S0ZpcYEWQvU5mb2WhuWIC6CCk6xqdrXsRR3cocR3ki1g2Uh3IFcBDVmCdJrgVKjhSIyVWqBU10EZB+UjpnxL5BziJWv4OtrKwC/FuqpsOzi3qYLS3k36JywBNkpghpxhxUZ3WERLUUEXbhwod4yf39/xMYqpxQ24SaUFhPExyEvlMgxucMaswSlGddF2pdBYQm5wwhvRAktMzjyDLHGYoIqclnFd5UPS24QBKlUhq6GWYB1NUz0HPjW/Dyll4CYbu7/PJ7A8h7n4wdEdwbyjjsugkozWLB6Y/fFRgKjixUcGO2QCBIEAfHx8dBo6n8gnU6HrKwstG3b1unBEQpEKX3DON2uAc5vAQbNrr9O3jrD8i0JkEQQb6HhaPdjcocR3oi93cWbA7kIaswSxLPEgmNlNb9imcABgKQBzOKTsQc4aCGCStJbpgjSa4G6cjYvv4+lXM5EUJsmfmbuDqurYH8TG+LGhLX7q4ziKpYir8SYIIcCo1NTU3HgwAGr6w4dOoTUVCoY12KpUlhgdEgccMu3QIcx9deZ3GE2LEG82jPH0QwZcocR3ojJEqQAEcSvxfwT9Quy8ntNdTFg0LNUeEAKiLacTxwIJA1i87oaNg1JYNOWGhckb3UhL4o4fgHwwC6g84SmHc83ULpXNuYSM+hZyAHQerLDRFG0uU6v10NwxKVAKJ+6Kqn/llLcYQ3RmDssIBKmvkOW65oCj6lwpOcOQXgKLgj4W78n6TyRTY+ukoqOBlkERosGZpWosCKCQuKk+aSB7IejCQS6TmbzLVYE8eysMFbrh+PjxyxfjjyTQ7lLrBERJO/5ZqMqtSk7rKWIIABWhU5tbS3WrVuH6GgveEASTYe/Oao0kqtJyfALMmOPrDKuTOiofczfgskdRrQmis6zaVQHz44DYCJIEwSUXJQqP3NLkFojXcuVBTIRJLPkykVQ4gDJEgQAyYOBSONnbOkiyNF7mDXCjOK4sTR5ft/zDWF/KyuYssO82R02f/58qNVqqNVqCIKAyy67zPQ7/wkMDMQrr7yC6667zp1j9i4KzrI6FS2hy7jcV+8N1r5O41kNlGxZhoilbztIdiN11h2mrQR0tY4dgyCaGy6CItt7dhwAc79waw1Hbm2WxwVxESQXPrx1RkQK2y8sSVrWbjgQnszmS+0s/udtuEUE2WkJMvUss37uGq0elXWsF5wSLUF2B0YPHjwYDzzwAERRxMcff4wbb7yxXjaYn58fevXqhVtvvdXlA/Va1swB0v4GblgM9LrR06NxDiU1T7WHNl2AWWuBFbdIN05Lc21QNMBbfjl6A/EPYw0KRT27IchvzgShRKqLpRi2CIXEcPa8ETiyks1rgswLOAZGMdFWVSiLCZK9wMQZG4Z2uJJNBQHoeyvw72Kgx/WSG58sQfbD3aSNxQQ1Umi2xBgUrVYJCPV3KBfLrdg9okmTJmHSpEkAgMrKSsybN48CoO3BsjmgN6Ok5qn2ktgfuHsT8PMD7C3R0lwrv5E6miUjCMzCVFXITMMkggilw61AwbHKqZvTYQyrOFxTUv8eY80SFCy7zjpPAO7fIbm9AGDsS+wHkERCZT6LbfQNdMcn8BxutQTZ6Q6zVSNIVi1aifHCDsmyJUuWuHocLRd5hpK3o7RCifYSlgTcYaOrtLy+kDNZMgGR7AZNGWKEN2DqvaUAVxjHxxfofi2w/6v69xirIkjmiRAE8wrJlviHszjG2jL2UG/T2aVD9zjutAQ1JoJMRTet3z+lzDDl1QgCHAyMfuONN/Dwww9bXffwww9TxWg58lo13o7SCiW6ArkIcuYGQgUTCW/CFA+kgKBoOYPuBnyDgU7jzJebWmfIY4KaUJxXEIAwY1xQS3SJuTUwOosVTGz03A2LoHAFBkUDDoqgZcuWoWfPnlbX9enTB8uWLXNqUC0KeZq2t1Nwhk1DEzw7DldiJoKcsQRRhlir5/BK4LORUgVyJWMSQQoLaYjvDTybDox+znw5twQVnZf6/AVZ1PlqjHBjAd+Si86NUYm4QwSFJAAQAH2t5AWwRlUjliAFZ4YBDoqgixcvonNn6+bEjh07Ii0tzZkxtSy4Jcjb3WEGA3BxO5tvO8yzY3ElrrIEUcFEYt8S1rtqnxe8BCopM8wSeZ0bDhdBucfY1D8M0Pg37bhcBLXEDDF3iCAfXylmsqE0+erGYoKM1aIVmBkGOCiCNBoN8vKsp3zn5uYqMvjJY5gCo71cBOUeZReabzCQ0NfTo3EdwS5IkZfvS+6w1gt/uJ7f4tFh2EXhOTZVogiyBo8R4lacYAeSD0yWIHKH2Y09afKNtF9pkTFBAwcOxKJFi6yuW7RoEQYOHGh1XavEv4XEBKX9zaZth9osiOWVhCUBEJhFyMfP8eOQO6x1Y9Cz2AmAWYOUXD1c3p/La0SQRbaYZcsbewhvwTFBNSVs6moRZE9wtKlOkHURJM8OUyIOZYc9+eSTuOqqqzBq1Cg88MADSExMREZGBj799FNs27YNa9eudfU4vZeW4g67sI1NU0d4dhyuJiQOuGW588He/OZDlqDWSUUuYNCxedHACqR2u9qzY7IFzwwLaiO9pCkdSxHkSBkKkyWI3GF2wy1BDbrD7AuMVmLfMMBBETRx4kR8/vnneOKJJ3DLLbdAEASIooiwsDAsWrQIEyY0sVlbS6YlBEbrdcDFHWw+9QrPjsUdWFaqdQRyh7VuLN+Uz29RsAhScDyQLSytDMFNyAzj8F5YFTnsnqZWXuE+hzAYGu3i7jAmS5A97rBwq6uV3DcMcFAEAcDs2bNxyy23YMeOHcjPz0ebNm0wbNgwBAUFuXJ83o9fC6gTlHOIjd8/DIjr7enRKBP+FkTusNYJjwfilcMvbPXseBrCG0WQfzggqJiVDXDMHRbIGyaLLJjXkWMokdpSAMYUdv9w1x47rJGq0bpa1i4IaF3ZYZygoCCMGzcOt956K8aNG+ewAKqoqMCcOXOQkJAAf39/9O3bF999953d+//yyy8YOXIkQkNDERQUhB49euDzzz93aCwux1QssZwpdm+Eu8LaDbeeuUHI3GEkglol/E2545XsYV1wWooRUhpKrRHUECqVubvFkcBolVpyq/FO9S0Bbn32DWYZXa6ksU7y/NyCSnrht6DY2DajRcUEbdu2rdFtRoywP3Zk6tSp+Pfff/H666+jc+fOWL58OaZPnw6DwdBoH7LXX38dzz//PO677z7MnTsXGo0GJ0+eRF1dnd3ndysmn7vIrCk2TIaK5oIxKLqlxQO5Erk7TBS9o8Es4Tq4Oyy2B6upkrUfOL8V6Dvds+OyhlJrBDVGYJQU0O2oFSeoDTuGt4qgygLg2xuBXjcBQx9gy9wVDwRIMUHl2dZdiPKWGar6NpXqOj2qtbx5qjITahwSQaNGjWo0DV6v19t1rLVr12Ljxo0m4QMAo0ePxsWLF/HUU0/h5ptvhlpt3fqwb98+PP/881i4cCGefvpp0/Irr7zSzk/SDPj4AWo/VnDKG0WQKAIZe9l8u+GeHYuS4W+p+jqgrpKl8gZGN62qbUtAr2OZhEkDAb8QT4+m+eAiKCwJaD/KKIK2KFwEeZE7DDAPjna0Px9vmNxQ8T8lc2YjkHWAxQDVE0Hhrj9fcAyg8mFB/xU5kijiNFIjiAdFa9QCgv2UGYPl0Kg2b95cb1lBQQF++eUXbN++HR999JHdx1q9ejWCg4Mxbdo0s+WzZs3Crbfeit27d2PYMOvF+T788EP4+fnZbOGhGPxD2ZuHNwZHV+Qxn7OgYl3ZCetoAiSxe34z8MMdQGx34L5/PD2y5sNgAFbdBRxbDQx9CJjwmqdH1HzwmKCwZNao95+3gUu7PTokq9RWSG0nvM4SJHeHOfhywbNAvVUEFRqr9henAdpqdt9xV1A0wFyIIQlAaTpziVmKoEZqBCm9eSrgYEzQyJEj6/3ccMMN+OqrrzBu3DisX7/e7mMdPXoU3bp1g4+PuR7r3bu3ab0ttm3bhm7duuGnn35Cly5doFarkZSUhGeffVY57jDAu9PkC06zaXg75+rotHQEQbpJb32DBcfmHJHSkVs6ogisf4YJIADIO+HZ8TQ3cktQ4gA2X3wBqCz03Jiswa1AAZHueWi6Ey5gVBrHx84rxHurO4y3LoIozbvTHQbIgqOtpMk3UiNI6enxgJOB0da4/vrrmxTUXFhYiMjI+l8gX1ZYaPsmkpmZiTNnzuCRRx7BI488gj///BMzZ87Em2++iVmzZjV43traWpSVlZn9uA1T1WgvLJjIRVB0C+u67A7421DOEWnZ+fpW0xbJzo+APbJkhPIcz42luamrlNwCYUnsYcSvl8y9nhuXNbgIivKioGgOd4cFxzoec9diRBCA/FNs6m4R1FCafLX9liCl4nIRVFxcjNra2ibt05CZrKF1BoMB5eXl+Pjjj/Hggw9i9OjRWLBgAR5++GEsX74cZ8+etbnvwoULERYWZvpJTk5u0pibhDfXCuIXXXQnz47DG7B2Ezq3qfnH0dzUVQJb/4/N97udTcuzPTee5oY/HPxCpReepEFsmvGvZ8ZkC2+NBwJkIsiJ1HZ+jCqFWejswaCX/n4AkH+STZvNEmRFBFU1EhNU2UItQenp6fV+zpw5g59++glz587FZZddZvexoqKirFp7iorYl2vNSiTfF0C94oyTJk0CAOzfv9/mvnPnzkVpaanp59IlN1YRbQnuMDdZggwGEaXGFEqvJ1B2I+hjzGo8v40FC7dkjqxkcWMRqcDY+WxZdRGrIdIaMMUDyeIluEssQ6GWIG8UQfweFNPN8WN4syWoJJ3FHHK4COKfxdU1gjimNHlr7jDeQd5G81SeHq/QzDDAwcDolJQUqxYaURTRpUsXfPjhh3Yfq1evXlixYgV0Op1ZXNCRI8yl0LNnT5v79u7dGzk59c3uosgKR6mspOxx/Pz84OfXTDEu3tw/jAfiuUkEvffXGby/6QyWzRqMEZ3bNL6DkuEmYU0QMPG/wKm1rKdP1n4gebBHh+Y2RBHY8wWbH3QXiw3gAeLlOUBEO8+OrzmQxwNxuCUocx8LGG/gXtSs8Bg1bxRBHccCd/4BxHR3/BjeLIIKuWfDWPAx/xS7/tKNAfixPdxz3rCGRFAJm9pwh5VUKbtQIuCgCPryyy/riSB/f3+kpKRg0KBBDYoPS66//nosWrQIP/30E26++WbT8mXLliEhIQFDhgyxue8NN9yADRs2YN26dWb1hNauXQuVSoVBgwY14VO5EW+tGl1XJfXZcZMIWnskG6IIfPdvuveLIJ5t0+cWZh5uPwo4/jNzibVUEZS+C8g9AvgEAP1uY7EaIXGsREB5dusVQTHdAU0gu+YLTgMxXT0zNkuKePd4L4wJEgSgrf1eBquYssO80B3GrfLJg1nmYdF5IO84y9xS+wLtrGdRO4097rBGmqeGtzQRNHPmTJcNYNKkSRg3bhzuv/9+lJWVoWPHjlixYgXWr1+Pb775xlQjaPbs2Vi2bBnOnTuHdu3YjXXWrFn47LPP8MADD6CgoADdu3fHn3/+iY8++ggPPPCAaTuP462B0UXnAIjsgR4U1ejmTaW0WoszeRUAgM0n81Gj1cNf48UVqQfdzVKkuxp7RnUYI4mgUc96dGhu499FbNrrRikuICReEkGtAWsiSO0DJPQDLm5nwdFKEEF1ldLfxNvS410FF0G1pcxd600Zrzw+M+UKIO8k+wx7jNdf28sAXze1rOLusMr8+t+ZnXWCWlxMkKtZtWoVbr/9dsybNw8TJ07E7t27sWLFCtx2222mbfR6PfR6vcnVBQAajQYbN27ELbfcgv/+97+YPHkyVq9ejddffx3vvfeeJz6Kdbw1MNrN8UCHM0pM89VaPbad9kITtRy/YCYGNP7s9w6j2TRjr2Q2bknUlAHHf2Xzg++WlofGs2lryRCT1wiSkzSQTZUSHF2cxqb+4Tbf3Fs8/uGs+B/gfbWCuDssupNUs+2QMRO7wxj3nTcwEvAx3tMsrUGN1gniMUHKFUF2W4LuvPNOuw8qCAIWL15s9/bBwcF47733GhQuS5cuxdKlS+stj4yMxKeffopPP/3U7vM1O94aGO3mzLAD6SVmv68/loPxPRysBKtEwtuy9NKyTCYoW5pLrDgNMGhZZez4PtLyEC6CWrElCJBliCkkONqbg6JdhSCw/9eKHNY+g7t6vAHTS6lRBGXsAXTVbJk7RZAgsPtY0TmWCXlqPXBoOXDzt43XCVJ481SgCSJo06ZNdld8VGplSI/htZYg9wZFH0hnF9BVvePx++Fs/Hk8F1q9ARq1IgyUriEomomglmgJ4g1CLR8kvKVBa7AEGQzS27GlCEo0WoLyjivD9VJojAfyxhpBriSoDRNB3hQcXVMmVfqO6mRevT8wGojt5d7zhxlFUMFpYPN/gbpyVhTWYMzstWIJEkURRUZ3WIvIDktLS3PjMFo4fl6aHeZGd5goijhwqQQAcNflqdh9vhAFFXXYdb4QV3Ty8gBpOTxtlb8xtSTKjSIo1FIEtSJLUOEZ1i9OE8jaC8gJjmXtZkQD+/s72u/KVZAliOGNrTN4lm5wLHupbiOLMesw2v3Zh9zVu/szJoAAyRWn9mPtOyyoqtOjTmcAQDFBhL8XZocZDDIftOtF0IWCSpRUaeHno0KPhDCM684eED/szTCL+/J6eFPDmhJPjsI9cEtQqMXDvzVZgrirK75v/Q7bKpVMBJc046BsQCKI4Y0iyNIqL7cEudMVxuEvOgWnpGWisUl6YKTVCt48M8zPR4UABSe82C2Cnn76aWRkmNcJMBgMLh9Qi8Qb3WFlmYC2ivXpCXd9lh2PB+qVGAZfHxWm9mcX2W+HsvDWhtMuP5/HUNJD0NXYFEGtKDCat8VIGmB9Pc+aUYIl0JtrBLkSb6wVxEVQVEc2DU1i1hlNENDhSvef38zlLQCXPSD9arNGEHOVRQYpt3kq0AQR9NZbbyErK8v0u16vh0ajabAqM2GE1wnSVnpP9WD+1hiRUv8N1wUcuMQeCv3ahgMABqVEYv61rNjXh5vP4sNNZ2zt6l0o6SHoangsTD13mNESVFvGupa3ZLglKNGWCApnU0///bXVUgPMVi+CZJagsizgp7tYUUslU5LOpry0gUoFzFoL3LMFCIl1//lDZfFuHa8ERjzF3GCA7RpBVcqvEQQ0QQRZc1G0KLeFO+GWIMB7XGI84yXcPT3VuCWoX1upvsQdw1LwwlWsJP7bG0+jsKIFtF1oje4wvxDAN4TNt2RrkLYayD3G5nkQtCVcBHv67198kU39QqX+Wa2VQC6C8oF/3mFtX35+kIUAKBVTFla0tCy8LdCmmRpbyy1B/WYw4dPjevZ7o33DlBsUDVBMUPOg1rCKuoD3BEfbest3Ab8fzsaxLCYG+7c1v4DuuqI92kcHwSACRzK95LtqiJbqDhNFqXGotf8RU1xQCw6Ozj7E4iKCY+tnhnGUYgnkloTwdo53YG8pmNxhecCJNWw+/wRwZoPnxtQYjRQldDsRqSzwP7I90GUyWzb6OaDzRGDwPVZ38YYO8gCJoObD24KjbdU+cZKjmaV4YuVBACwrLC7Mv942PRPZd8WFklejlIegq6ktY+5dQIoBktMagqNNrrCBtoWFUrIDeUFHN1l2vQougrIPSxmOALMKKRV3d4pvDI0/8NAe4J6tUqmHiHbArd8DqVdY3cUbqkUDTWybcerUKVOTU72eRYafPHnS6rb9+/d3cmgtDP9QVpvCW4Kj3WAJKqmqwz1f7UWN1oARndvg2UnWWwn0SgzDr4eycCSjBViCWqo7jLvC/MMB38D661tqmnxJOisW1+cWKSg6sYF7nUkEl7h9aA1irdN9a4W3AOLZTe0uZ4UHL+0CLu4E2g313Nhs0UiPrmbBL6RJm3uLJahJIshaz7Dbb7/d7HdRFCEIgkkkEUa8rWo0d3W4sKLq8j3pyCqtQUpUID6Y3g8+Nooi9khk39XRrBYgglqqO6wxkdwSLUHVJcDSq1lftMPfSwIvyUY8EKAcS6DJskuWIJMliDNwFhDVHtj/FbD9XeWJIINeCqPwlCXIAVqcJWjJkiXuHEfLx9/LCiaaHnKueXMURREr97Ib8QOjOiIswHawXI8E5g7LKK5GcWWdovvONIpSHoKuxlZQNIcvl1uCdHXA+S3MfG6luJqiEUXg14eZAAIkKxAE1ijVFkrJDishS5AJ32DWC0tXw7qvdxrPig/u/4o1OxZFZcVN1ZQCMCYheZEIMlmCFH7/tlsE3XHHHe4cR8vHz4tqBdWUSRYrF1mC9l0sxoWCSgT6qjG5t5UYEhlhARq0iwrExcIqHMsqw+WdohvcXtHwh6C+lmUTedvD3xaNiSBrlqD9y4C1TwIdxwK3/aisB01j7FkEnPiV1c26+m1gw4vMxRndWYr3s4ZSRLAp27OtZ8ehBHj/sLIMoP0o9oLKywbo64DacvOMXk/D/3d8Q1iSjZdgqhOkcHcYBUY3F94UGM2tQP7hgG+QSw75w172JnpVr3gE+zWuvXlwtNe7xHxDWOsEoGW5xBp1h1mJCco6wKZn/wT2eZFlWVsN/Pkymx//KtD/P8B/fmENUoc93PC+SkiR12ulAGCyBDG4eO96NZv6BkoZvFWFnhmTLTwdFO0gkiVI2cKNRFBz4U3usFIbDSEdpLJWhzWH2cPwpkH2xST0NLrE5GnyoijizT9O4f2/vKiQorx1QksKjm7UEhQvbWcwxgfyNiwA8McLUkFOpZO+k2XChSQAQ+5jyxL6Anf9CfS/vcFdFZEdVp7N+pepfYGgGM+NQ0mMfxUY+SzQ91ZpGS+iqFQRFOg9IkgURVNMkNIDo0kENRe8arQ3iCBeWdZFmWG/H8lGVZ0eqdFBGNjOvgu5F0+Tl4mgtUdy8OHms3h742lklVS7ZGzNglLiQlxJYyIoLJm9WetrgeI0toyLoPB2TFT8/oTbh+kSzm9h0w6jm+7Ck2eHeaoYH48HCk10SaPNnecKMfXj7TjqzXW82l4GjJ5r7l7iRSSV1lOsysM1ghygolYHrZ7FMZEIIhj+XpQd5sLMsFqdHp9sOQcAmDYwye4eMj0S2PeVVliFshotarR6/HftCdP6/eleJChaYoZYY+4wlUpq8ph3nN3I+Rv2jV+yadp2FoSqdM5tZtP2o5q+LxfAED137bu4+vuiv89jf3oJXvv9ROMbexNcBCnVEmSjR5cSKa5k8UABGjUCfJXbPBUgEdR8cFNrRZ5nx2EPLqwRtGR7Gi4UVKJNiB9uv8z+RqwRQb5IimA++h/3ZuCzreeRKbP+8LYbXoGtuJDKAqDgbL3NFU9thWTRtGUJAoAY1gIFeSeBQiaEEZIAxPZk8/pa65bRsmzl9ByrLARyDrN5R0SQjx+gMdZR8pQlsNRYLdoF6fEGg4i9acwysfN8oXdbgywxucMUZgnydLVoByjykvR4gERQ88FTzbmVRcm4qFp0XlkNPjDG7zwzsStC/JsWIMddZ6+sOY53/mSd5cd0ZTENXmUJsuUO++o64OPLvKeWzvktwJrHWGE5gAV9N5RF08ZYDDPvuOQKi+7Iqs9y97DlS0F5LvBeH/bdKIELW9g0pgcQ7GA8jaczxFxYI+hUbjnKaqQm0F/87SVxXfageEuQ94igYi8JigZIBDUf3LVULgsUVSousgS9vv4kKuv06JMcjqn9mn6s+df1xCNXdjK9TQxoF4F5V3cHABzLLEOtTuHfI8eaO6y2Asg9Chi0QJ4XuBVEEfjtUWDvl8C309iyhqxAABDD/lbIPwkUGoPZozqyKRcUlRYiKPsgsxBl7gPqKm0fe88iVrdHV9ekj9Fk5PFAjuLpDDEX1gj612gFSgxnVto1h7ORXepF8XkNYYoJUqgI8mS16CbiLdWiARJBzUdwHEuVNuiU7RKTN8Z0IiboaGYpVu1nx5l/bQ+oVE2vCRMWoMHj4zpjx7Nj8OXMgfjyjkFoFxWIyCBf1OkN3tNbzFrrDHmmVJkXWAcz90kBzgajJaBREWS0BBWcYS4xoL4Iqsg138eUMSYC+aesH7c0E1j3DCtud2qtvZ+g6YgicG4Lm3fEFcbxdIaYC2OC9lxgIujmQckYkhoJnUHE0u1pTh9XESjVHeaFgdHekhkGkAhqPtQ+TAgBUmaNEqkuBnTGNzsnLEFvrGcPvWv7JKBvcrhTQ/LXqDGmayzCAjUQBAH927Lj7b/oJS4xa+4QuQjiDyklc+RHNu12LXDZAwAEIGV4w/uEJbPqvAYtcGErWxbViU1NIijffB952ny+9b6E+PcLqe/T8Z/t/QRNp/Aci6dRaYB2wxw/jiezA0VR1jfMOREkiqLJEjQoJRJ3Xp4KAPj1UBZEbwhwbwzFu8O8xxKUX1ELAIgO9vPwSBqHRFBzwi0rZQp+6PEbZlAbqVtwE/n7TD7+PlMAjVrAUxO6uHBwjH5tmag4cKnE5cd2C9bcYQWyWkf8O1cqBj1wbBWb73sbMHEhMPcSMOKphvcTBCkuqM4Y6BzVgU2DbFiCeAA1wGKJLNFWA/uWSr+f3gDUVdn1MZqEro652wAm9pwpGurJmKDqYkBr/H6cdG9fKqpGblktNGoB/dqG44pO0fBRCcgurcGlohbgEgs0WoI8lSJfdB5YP7f++b0wMLqgnFmC2oSQCCLk8JuQkoOjS52LBzIYRLy+jr3Bz7isHZIjrXQYd5J+RkvQARuWIINBRJ3OQzVZrGHVHSYXQQr+fwCAtL+ZWAmIADqMYcvs7SjNXWIAoPJhNYIAmSXIwjUstwRZi5U6/AN7KIS1ZT/aSlaB2tWsfwZI38Ha3Uz6n3PHMlmCSpwdVdMpMWaGBcWwgHQn2GO0AvVKDIO/Ro1AXx/0TmIB7rsuKMx64ggmS1CRZ86//X1g18fA1jfMl3thYDS3BJEIIszhgYlKjgEpc65a9KaTeTiWVYYQPx88PKaTCwcm0ScpHCoByCqtQU5pjWl5jVaPb3dfxKg3t6DnS3/gTG65W87fZKxZAswsQQq2DALAkZVs2v06wKeJPv423aT5iFTmFgaA4Fg2lQdG67XSQxuQ4og4ogjs/pTND74b6H4tmz/+S9PGZA1tDfDH88BnI4D3+7MAcAjADV8AbTo7d2x5wcTmIv8UsHcJE7CAS+KB/jXGAw1KldwyQ9oz4bD7vIeEgyvhMUG1pe4PuLcG/98/vV6qnyXvIO9FgdH55dwdRjFBhBxuXVGyCMrcx6YOWoJW7mOunVsGJ7utRkSQnw+6xrHUbJ4qr9UbMO3TnXh+9VGkF1WhTm/A32cUEuBo6Q4zGOrHBCk1pkKvBY7/xuZ7TWv6/jEyERQtE8XWAqNL0lmsj8qYVluWYV5HKPcoc5FpAlm7ih7Xs+Wn1zMRI8egBy7tYa6zxtxlJenAlxOAnR8C2YeAIqNLbtx8oPMEuz+qTTzhDlt1N7BmDrDhBfa7k5lhoiiarD2DU2QiyCiI9qS1AEuQf7jU588TcUG8z15JupQUIBfO/D7iBXARRJYgwhyeTaNU98eJ34BDK9h818lN3r2wohZ/nWBv9jcOcE11WlsMMNYQ4oGahzNKcSSzFIG+alPg9IWC+inWu84XYuG6E83rLpO7w0SRlUnQVgGCsZKqrlq5LTVKL7E3Y58AoK0DwcFyEcTjgQDrgdHcFRbdmRVVBMytQcUXpWMGRACJA1j9rboK4Nxf0na7PwPe6gIsHsfS+tfMsT42UQSO/gR8NpKl5gdEAtd/Bsz8HXh4PzD80aZ/Xms0d+84g15yJaqMlrekwU4dctf5IlwsrEKgrxqDZZaggSmRUKsEXCqq9q5WNtZQqaTgY0+KIIAJe0C6L/iFSVZUhaM3iCiqJBFEWEPJ7rDiNODnB9n8sIcdSgn+9VAWdAYRvZPC0CXOzpgRB+Em+b1p7CbBU3ev6BSN6YPbArAugl7+9Rg+23oeq/Y3owuKWwIMOvbA5q6wyFQpQFipwdFlxhtzaLxjfadC4qXCiDw9HpA+d2We1FOLi6DIVEk85cvigvhDgr9MCALQYwqb3/4+EzU5R1j6fGW+8bwCcPh74Nym+p/ru1uBH+9kMUbxfYF7twJ9bgFSLjcXbM7S3JagskxAX8csak9fAO7fITV+dZCvd6UBAKb0SzQrehrs54OexhY3u1tCXJCn0uS1Fi9Cp/9gU1NQdHjzjscJiirrYBDZ5RlJKfKEGdzFVJ4N6HUNb9vc/PIQe+NPGgRc+ZJDh/hxHxMWNw5wTff5hhiUwh4sx7JKUVGrwx5uqk+NQvs2LJPHUgRV1+lx2hgntOmk7VpNtTo9fj6QiZIqF8UFaAIlF091ieQKi+okZQwqNS7I1CjVwcwiQQBSrwAgAMlDpOVBbdjUoJMsJDwzLKqDrOWGTATxl4cQWX2ioQ8xK9WlXcDJ34E/XwYgslT+p88Bg+9h2615nD1oALbdJ8NYjSGVBhj1HDB7IxDe1rHP2BjNLYK4mIxIYRW9Y3s4ZUXIKa3BH8eY2/I/Q+u3vmlRcUGeSpPnAp9bhy/tYgHa3hgUbXSFRQX5wketfImh/BG2JIJjmHlaNAAVCmqVUHiOBVAKahYIKu+sbCfHs8pwLKsMvmoVrundSBE9FxAfFoCkiAAYRGBvWpHJIjQkNRKp0cEAgMySalTXSVWlT+aUwWAMvdl+tsBmxelXfjuOOd8fxP/9YaNYX1MRBHOXGLcERXeSrINKFUHljXSLt4cbvwQeO2ruGvPxlW7sPC7IZAlqb0MEyaxSnNB4YOgDbP63R1mmmMoHGPsy+z8e8wITTcUXWNDzZyOZBai6CIjrDdy7DRj1TNMDvptCc2eHyb9HF7B8Tzr0BhGDUyJNsXhyeFzQ7gstSAQ1d9Vo3jonvC2rtC4amPXSC6tFe1ONIIBEUPOiUktvsUoqmHj0JzZtP5K9PTrAImMPobHdYxDRTE3zBhkDNL/ZdRHltToE+/mgW3woIgI1CAtgQi6tULIGHZVVmK6s0+PfC/XfzE9kl2HFHpalse10fr31DiPPECqUiyBj7JRSRRD/Pw2Jb3i7hvDxsx6YyzPE7BZBNso3DH+UPby4C2PgnZI7yz8UuOpNNl9wmsX+AMyCdNefQGx3hz+W3fC/va5aska5ExeKoDqdwXQ9/GeY9QbIA1MiIQjM8rrjnORG0uoN0PO3Dm/BU+6wMtnLRqfxbP7UOq+sFl3gRUHRAImg5scUHK2Qh54oStWAe97o0CF+2peB1QcyoRKA2cYqss0BF0F/GoOxB6ZEQK0SIAgCUqPru8SOGTte8w4em0+Zu8REUcSC34+brEUZxdW4VOSiQnzy1gkFcneYwi1BLuojZxXuEqvIZ+7hEmPgc2QHqchiZZ70Vs5dBpaCzD8MGPE0m/cNluY5Xa8C7toE3LKc/dy/E5jwmsPFQJuMX6jk5mgOa1DRBTZ1gQj6+0w+8str0SbEDxN6xFndJixAgyl92f/HvV/tw76LxXh93Ul0e3E9nlt1xOkxNCuedoeFxANdjEkpp9dL158XVotuQ5YgwiphCkuTzz0KFJwC1H5At6ubvPvZvHK88PNRAMCcsZ0xoF3zXaw8Logjz1ppb0UEHc1iIuiaPkyIbraIC9p4PBfbzxbC10eFlChW5HHXeRfdDLlLpDxHCoKO7iQroKlUEWQRjOxK5Jag0nQWH+Tjzx4EvkFSYcX8E0ysNzSWQbOBMS8CN30FBLepvz5pABNDXa9qHuuPHEFgQg1onrggF1qC/jJeIxN7xEHTQHzHwqm9MDg1EuW1OtzwyQ58uvUcdAYRK/ddQm5Zjc39FIenqkZzd1hoPIvLDG/Lkih4jS4vsgR5U3o8QCKo+VFa1WhuBeo0TrpR20lJVR3u+2Y/qrV6DO8YhQdHd2x8JxfSMSYYEYFS/NIQuQgyBkefz2ciqE5nwKkcFhR974gO8FEJOF9QiTSZSPpkKwvMvevyVEzuxawNO10lgrglaOvrAET2e2CU5A5Tiii2xGSmd8IdZgt5J3lTMG+qlIXWxthypeAMqxekNf6trIkgtQYY8STQ8UrXj9MVNFcneYNBZglyzioriiI2Ga2sY7rFNLitv0aNRf8ZiK7GrNCEMH+0jw6CQYSpkbJX4ClLkNztrFIBvW9mv3NXMYkgt0EiqLkxpckr4M1fFIGjxp5QTSyEV1Wnw6yl/+JsXgViQ/3wzs19oXagU7wzCIJgsjz5+ajQKzHctI4HR18oYD2rTueWQ6sXERagQbf4EJMrjbvEarR6HMlglqLpg9tiaAd2M9x1rtA1zSFDjK4EfnPtdSOzEPD/h/JsVphQSeh1UgC/O9xh8tYZhVasF9HGSs0FZyR3gX84oAlw/VjcTXNliFXksNgjQe10ttvx7DLklNUgQKPGUGMGWEOEBWjw/T1D8cH0ftjw+EjcO5L9LVfuu+Q9DVaDrIggUQQ2vgQc+NZ957V09fa+xXy9FwVGF3hRywyARFDzY6oarYDA6NxjzA3hG9ykyrg6vQH3f7MfB9JLEBagwdezhyAmxLm+RI7CrT/920bA10f6d7aMCTpmdIX1TAyFIAgY1YW5THjw87GsMugMIqKDfZEUEYAB7SKgUQvIKq1Buivigi57ALjiSeC6j4HHjgFXvcWWB7VhadqiwbxYGqe6GDj2c/2KyM1BZR4bl8pHit9xJfImqryOj9xVxStMF5x2PlXf0/CA23I3Z4Vyi1p4W4eyPOVwK9DlnaLhr1HbtU9YoAbX9ElAsJ8PruqdgACNGufzK02V3RWPNXdY5j5g+7us/pS7xJxlDazojkDiQGm9F1qCKDuMsI6SqkbLY1Oa8Ha98Xgutp7OR4BGjSWzBqFzrHsLIzbEbZe1xb0j2+PFq83jPFKiWUxPcZUWxZV1OJrJMsN6JjCX3/CO7Gb3b1oxdHoDDho70vdNDocgCAj09UGfpHAAwM5zhaiu06Oo0om6QaHxwJUvAv1uM8+UUqlktYKs/E/89Sqw8g7goBvfQm3BhUdwHMtsdDU8JijvJHBmA5vvdZO03mQJOu1et1xzEGF0TckbxLoDN8QDXdm1YVeYLYL9fDCpF7OArtyrAMu3PcjdYVzwZOxl07py9zRXlce7hciCz/vIrEHeJILIEkQ0CH8AVuR6pkmfHP5WGmw968MWa46wC/Y/Q9uhf1vPXpyBvj6YO6kbuieE1lseH8asU+cLKk1B0T0SmQjqFh+KUH8fVNTqcCyrDIeMIogLHwAml9iHm89i0Gt/YujCv0xxRS6loTR5biEpvuD68zaGKTPMTXWfuDusPIv1DEsabN6slIugknTp4e6usbgbnrLPC0K6CydEkE5vQFpBJc7kliOntAaHMkoAAKMdFEEAMM3YPmfN4Wyzml2KhYsgUS/Fb/F+ioCUwehKqosBPRMOZpmPPaZKRVaDHf8bNCd1OgNKqphb31uyw7yjGUlLIqgNy4DR1bC4IBcVNHMILoJC7BdBVXU6k5n8qt7KfitPjQ5CdmkN/jqRixPZ3BLExJJaJWBwahT+PJGLnecLJUuQse8YAAxtH4UPNp1FRrFU2+XrXWlYMKWXawdqCpa3aJ1RniOJn+Yu3ga4NzMMqH9j73eb+e+BUewNuLoYuLCNLQvxchFUpDwRVFmrw8wle3AgvQQ6Y30ItUqAKAK9EsMQG+q4q3tIaiQSwvyRVVqDXecLnRJUzYLGn4UH1FWway4gwkIEpQOJ/V17Tu4KC4wyL9sQFAXcuJjdBxys39bcFBp7hvmoBFOtNqVDlqDmRhCkgMWSdM+OhQe9NqEQ3uaT+ajW6pEcGYBeiU3LJmtueIbYx1vOoUZrQHJkAFKigkzruaVn7ZFsU9xPb5klaHBqJKYPTsbUfomYO4nVrfnlQBaq6lzc8oSL0EqL4owXd0jznmjo6G5LUGA0AGMwvU8Ae/OVIwiSNShrv3EsyhbeNok0iqDiNNbg1F04IIK2ns5nbmGDCD8fFYJ81aYih86+6KhUAkYZhY9lXS7FYnKJFTD3l1y4uuOeXWYRFC2n+3XAkHtdf043IY8HUjVzooyjkCXIE4S3ZXEOnhZBJktQrN27rDW6wib3iocgKPufXB6rNLFHHOZO7mp2YfKMl8PGrLD2bYLM3l581CosnNobAGAwiPh2dzrSi6qw9kiOa/uj8aBjSxGUvlOab+4KtoB5FVt3oPaRKj33mMKqO1sS3Qm4tJsFaAPeGxgdlgSofVlj09JL7nmzF0WHCiXy5sPTByfjNaOV80JhJXJLa8xqbznK6C4xWL47HVtO5UMURcXfNxDZnrm90v4B6iyaMLvjnl0uS4/3crwtPR4gS5BnUIolqLxplqCqOh3+OsnqVlzdS/luian9k/DUhC748b6h+PT2AWgnswIBQNe4EITL6gz1TQ63eSyVSsDNg1h8w3d7XPx3syWCLspEUHMXbwPqZ6y4g7iegKACBsyyvj66s/nv3vqgUKml4Gh3xQVVFjA3DgQgwnqLC2twETSsQzRUKgEqlYAObYIxrGO0SxpgDusQBV+1CulFVThv0dRYkfByIQeXS64wldFe4BYRJCuU6OWQCCLsQ2kiKNg+S9Cmk3mo0RrQNjIQPROtvLUrjGA/Hzw4uiMGplh/m1WpBLMCiw2JIAC4cUAS1CoBey8W42yeCwOkg6yk5VaXsGreHHe7w7IOAtmHzZdZ69ruam5YzJqYth1ifb2lCPLWwGhAFhfkpgwxfj8JTbC7JUhZjRYncli8nCusPtYI8vMxHZtXaa+o1UGnN7jlfE7T/TpAE8TcYPuWsmXtR7OpW9xhLccSVGBqnto8/SNdAYkgT6AEEWTQszowgF0XnyiK+Hony4zwBleYvciLwDUmgmJD/TG6C4tv+GizC9/mrVmCLu0GIErr6ircVyuopgxYehWwZBKrzAw03qbCVQRFA3ENBJrLRZCPv1elCteDu6jcZQlyIIZrX1oxRBFoFxXoVAB0Y/C6XFtP52PV/gz0e2UDerz0B6778B98vOWs287rEH7BTAgB0nfa43o2LUl3fa0gWz3xvBCyBBH2wXsieVIEVeazOAtBJVkiGmDnuULsvlAEX7UK/xlqv6ld6fB6QYG+anSNa9y6df+oDlAJwOoDmfj9sJXiho5gEkEFrO0BIAVFd5ogmeLdZQ3KPsREVl0FkL7beK4i62m7zU14OylNOCSeBUt7K+7OEHMghmtPGnOFDbZhLXUVo4wvDzvOFeLxHw5BqxdRqzPgUEYp/m/9KddaVl1B31uleZUP0NXY1FRb6fpaQc3hdm4mvK15KkAiyDNwS1BZludqBfELLzi20UJ4oiji7Y2nAbDgyYRwL2xbYINOsSF45+Y++HTGALOK07YY0C4CD4xiPdKeW30E2aXVjexhB/LaJLytAg+KbjfMPFvFHWQdkOYv/sOm/A04qA3g40HTttpHEg/eGhTNiXRzrSAeYNuE74nHAw1ykyuM06FNEJIjA0xZZzOHpWDzk6MwoB2z7G097YGYt4ZoN1y6T8f2YBZIHjbgSK2g478Cm/9rPTOwoewwL8OUHUaWIKJBeK0giKxWkCiyTAR3lNSvKQM+GAj8dLf58nJjYz474oH+PlOAvReL4eejwgPN3CS1Obi+XxJGdLa/LcSjYzuhT1IYSqu1mPPdQedjG3x8pQarlfns/4HH5yQPtt3ZuiIfOPQd6/HlDDz9HADStrOpuzPDmgJvn+HtgaNczJVcdP5vZo0m/s1qtHocNhZEHOJmESQIAqb2YxmVj17ZCS9d0x2p0UGY2IOVh+DtaxSDSgUMmMnmU0eyqTNhDOueBra+AZxcY75cr5Xc4C1ABOWUMZd9nBtdq66GRJAnsKwVdPh7FpPxTg/ghztYkKqruLQbKDwDHP0J0NVKy+30Q4uiiHf+ZFagGZe1c2vcgLegUavw7i39EOSrxu4LRXht7QnnDyqPC6osYE0wITB3kLWmjgCwZSGw+l7g77ecO7fcEpR1AKitAHKMIizUhaUAHCXBWJyuTVfPjsNZQhLYy49B557Kw00UQQfSS6DVi4gJ8UPbyEDXj8eCOWM74dC88XhsXGdTTCF/+dh9oRA1WoVVlB7+GDDjJ2DUs+x3fs+2LGraGAa99IJ7cIX5uopcACJz+QZG1dvVmzAYROSUGkVQmPc8J0gEeQreKqEkHTjxG5s36IDjPwNfXee64Ls84wNa1AP5p6TlFUZLUCM1gjadzMOB9BIEaNS4b2QH14ypBZAaHYS3b+4LAFiyPQ0r9zbxxmiJXATxm2xIHLMScUuQpQjiWUb7ljhuWagqYgX8AHYeUc/ikXhWTPdrHTuuK7nsfuC2H4GhD3p6JM6hUknB0e7IEGtiNt/Oc8yyODg1slkSHQRBQFigeRXhzrHBiAv1R43WgH/T3NCXyxlUKqDjWMDXWFqjMUtQVZF1V2dVIQDj/fzMBqBCVjRS7gpTeffjuLCyDlq9CEGAV70se/e37s3wC6rovNQS4LqP2bSmxHVBsPknpfm849K8HZYgg0HEWxuYFeiOYSleFfHfHEzoEYdHr2SumudXH0VGsRPd5uVp8lwE8T5z/A3R0h3Gfy/PBk6vs37cknTgw0HA7s+sr+dWoMgOQKdxbP6v+eyBGhgFdJ/S5I/icjQBbGxNaPKrWNyVIdbEbD6d3oCV+1ivurHd7C+W6moEQcAVndj/vuJcYpY0JIJEEfhmKvDREKDYwsonFz2iHjj8g/S7qVBi0/o3KhEeHxkT4geNC+pLNRfeM9KWBr+gjv0M1JYBAZGsazC3CHDTtrPkyVw1ucekeR4T1MDFt/5YDo5nlyHYzwf3jvBgjzMF8+iVnTCgXQTq9AasO+JETJfcElTCRZDRWsgFkmVgdKXs5rr3S+vHPf0Hq07OLTuWcBGU0I8FgwJSfaL+d7BeSoTriDLG1Lk6Q6yJ2XybT+Uju7QGEYEaTOzp2Qcwd4lttRBBOaU1yCpxQeKBq2hIBGXtZ9eSQWv+sgmYX6cAK8LILf0tqFBitskV5l0vKySCPAW/oHiDzPajWJYWv4GVuyD92mAwd4FZswTZ6CCvN0gZYbMvT0VEkPcUv2pOVCoB1/Zhb94bT+Q6fiAzd5ixm3xDliCDwfz3c5usu1i4q6vgDAvCtISLoMT+QMpwabmgAgbe2eSPQTSCuwommrL5YuzK5vt2N7NW3DQwGf6ahrND3c3lHaMhCMDp3AqTNaG0WotJ723D2Le3Kid9Xl7axDJc4dD30rxlgkuFUdzF9WatU/KOSTF3pkKJCkhAcJJso2BN8KJ4IIBEkOcIt6i102EMm3JTtissQaWXWF0LTq5MBFU0bAn65WAmzuZVICxAg9lXpDo/lhbMld1YDZS9aUUoqnSw5IHJHSaLCeJCOchKTFBNCTOtA0DqCDa1Zu3hIsigtf7glVuCIlKlm3GXyUB4sgMfhGgQ3jOM9/hyFaag6MYtCpeKqkxWl1uHtHXtOBwgIsgXfYyNi3ntrW93X0RxlRZVdXo8tPyAMoKm+UtJXYVUygJgLxdHf5J+txRBPPsrujO7rgApDtQUltAC3GFl3hcUDShEBFVUVGDOnDlISEiAv78/+vbti++++67Jx3nhhRcgCAJ69uzphlG6mHCLm08HY1l2V1qCeDxQmPFc5Vns4jXoGxRBWr0B7/55BgBw38gOCPXX1NuGkEiKCET3+FAYRBZI7hDygomlFu6wQCvZYfzG6h/O3FYAcOHv+seVP2zzLLLYynOZBUFQsbdUQQD6zWAtA6543LHPQTQM7x9Wku54N/maMqDOIv7MVC268RpBy/ekQxSBKzpF1+un5yluGsj+1z/cfBZ55TVYsj0NAOCjEnAypxyvrzvZwN7NhCZAKinCXy4AZoWVu6orLEWQ8Z4QHAMkG9vDcAu9kkpROEl2CRNBCeQOazpTp07FsmXL8NJLL2HdunUYNGgQpk+fjuXLl9t9jIMHD+LNN99EbKzngvyaRHCMsVYQgOgu0luGyRKU6fw5+EMvaaAkhHKPswetqVp0/fo4P+7LQHpRFaKDfXHHsJZTHdqdjO3O/u/+PO6gS8xqTBB3h1mpE8RFUFAbybpg2YBVFM1v1vkWDxJuBYruwloFAMCY54G5GUDiAMc+B9EwoQksHdqgdewarykFPujPWpzIXTJ2Vh3OKa3BN8b2NzMuU861fdPAJHSJDUFJlRbTP9+F/PJaxIX645MZ7P9w6Y407D7v5v559sBfTLjLGmC1ugAW1wnYdocFtZFqXhWeNd+2JdQI8sL0eEABImjt2rXYuHEjPv74Y9x7770YPXo0Fi1ahHHjxuGpp56CXt/425JOp8OsWbNw7733omtXL6klIgjSBcVdYYB0MZS50BIU0w2I7c7m845LN8ygmHrVomu0erz/F7MCPTCqIwJ9fZwfRytgvFEEbTuT75jp3hQQnwlUG1OFwy0Co7kVDzAXQXIBJX8wVuabu0MtLUHcPRZjcc14eaquolGppQ7vcoFqL1kH2N81+6C5e9NOi8JLvx5Fea0OfZLDPZoVZomPWoUXru4GADiXz/5nZw1PwbjusZjan1m31riqTY0zhBktbVzA1pQBp9ay+SH3smk9d5jREhTURooJKzzH4vpaUN+wLGM8V0I4iaAmsXr1agQHB2PatGlmy2fNmoWsrCzs3r270WO8/vrrKCoqwmuvveauYbqHlOGAoAZ6TpWWhbrQHcYfem26AjFGEZR7TPb2Ye4KK6qsw9M/HkZ2aQ3iQv0VES/gLfRICEV8mD+q6vTYec6BN1YudHTGJql+oYB/GJvnb5gQpb5F3CoUFC2JIF0NUCsLIrWMO7G0BDXBhUK4EO4ScyQuSC5keWsVwK6/5fqjOfjjWC58VAJen9oLapWy+rBd0akNxnRl8XXBfj6Ybrz/TO7J7ombT+VBtAhI3nQyF6+vO4mqOjdU4LYGLx7KLUE5R9h1F5oEdJ7AltmKCQqOkXrh6WuB/BMsvgjw+uwwg0FErjEmKJ7cYU3j6NGj6NatG3x8zC0OvXv3Nq1viOPHj2PBggX45JNPEBwcbPd5a2trUVZWZvbT7Ez6P+CxY6w1AoffxJwNjDYYWGo0wARQjMwSVFFfBK07ko0r39qCXw+x886d3NXjWSPehCAIpjfr3w458LfzD5capQKSlRBg/bN4Ww0eF1Qhe7v0DQR8jf/7cpcYtzTwh27hWfNedZZZaETzwN2XjliC5GUuLspFEM8ysv4wrazV4aVf2b30nhHt0S2+8WbBnuDla3qgX9twPDe5mykWcVjHKPiqVcgorjZZiXR6AxauPYE7l+7Fp1vPYfHfLg40t0WYxf2Zp8tHdZC++8o883gvuTtMpZZqRfEYPr8wqSCjl1JQWQutXoRKYHWCvAmPi6DCwkJERtbvW8OXFRbafqs2GAy48847MXXqVEyePLlJ5124cCHCwsJMP8nJHsiE8fGr/wbAL6SaEkDrRI2MkouAtgpQ+wGRqZI7LPcYcOAb47mYCLpQUIlHvz+I4iotusaF4Mf7huK6vmQdaCrcbP/7kWyUVllJR28IlUqK/QHqZ2ZZ1gqSv13K15uJIOODIWU44BvCKpLzWASALEGeItIoSoudtARd3C7Nm9xh1v+WvxzMQm5ZLZIiAvCIscCnEmkbFYjVDww3s0IH+vpgsLG32ZZTedAbRNy5bC8+2ya5A7/fewkGg4uq7DdEqIU7jLc/CW/LRI6gYvGW/DoUxfrXKo8LSjOKIC+3AgFSUHRMiD98vKhQIqAAEQSgwZLtDa17++23cebMGbz77rtNPufcuXNRWlpq+rl0ycm2B67CPwzQGPv4OGMN4q6P6M7s7SOqE7M01FUAGf8yk2zniRBFEc+vPoI6nQFXdIrGbw9fjoEp7m2m2FLpmxyOrnEhqNUZsOpARuM7WCIPUre0zlgGR5tigozLg2LMlwOSuyWyvRT3ky97iJYab+RhJIKaFUfT5A0GcxFUfIG5XmrKGnWrLN/DHtZ3DE3xSgvvqC7s2thyKh/Ld1/EttP5CPRV4+2b+iDE3wcZxdXYfq4ZOtHz65JfO9wSFNGO3Wf5dchdYtXFLAgekK5vXjCTiyAPp8eX1Wjxxd/ncT6/wuFjZHtpUDSgABEUFRVl1dpTVMRiH6xZiQAgPT0d8+bNw0svvQRfX1+UlJSgpKQEOp0OBoMBJSUlqK62bUnx8/NDaGio2Y8iEATXpMnzmyV/+Pn4AsmXsfnuU4CH9gBdJmH1gUzsOFcIPx8VFkzp6VXlzpWGIAi4zfgGu3x3er34hUYJklmCwhqzBPGYoDbmU3mJfpM7LEVqPppnFMd6neQWJUtQ88Ldk011h5VcZIHual/JvX1xh/Sy5B9u1a1yJKMURzPL4KtW4YYB3un6HNWFiYs9F4rwvz9YevncSV0xtX8Sru/H/n+/+7cZXmR54Hl5NnN58RYZvO4bFzRcBPGXEr8wZvkHJBFUU2rcp/nS40VRxMu/HsO9X+/F7vOFOJ1bjikfbseC30/gxV8aDj1piGwvDYoGFCCCevXqhRMnTkCnMw9sO3LkCADYrPlz/vx5VFdX49FHH0VERITpZ/v27Thx4gQiIiIwd+5ct4/fLZjS5J0QQbwsf3Rnadmt3wOPHABuWgZEtkdZjRYLfmdi6dGxnRRTM8Sbua5fIvw1KpzJq8C+i8WN7yCnQUuQ8WWg0vjCIM8OA4BgWZ0hDne3RKSyDEFAsgRV5DCzvUojvb0SzQPPDqspMS+61xj8xSa6C5ByBZtP3ylza1p/mHIr0MSecYj00srvHdoEITkyAHV6A8pqdOiREIpbh7Dv8ZZB7MVjw7EcFFbUuncgwbHMoi4aO8NzS5ClCKqwEEHBsms72sId2YzusKOZZVi6Iw1/HMvFzZ/vwqT3/sb5AhZntedCkcMB5qb0+FDvCooGFCCCrr/+elRUVOCnn34yW75s2TIkJCRgyJAhVvfr27cvNm/eXO+nT58+SElJwebNm/HQQw81x0dwPaY0eSdqBcldIRy/YLPfNxzLRVFlHVKjg3D3FdQbzBWE+mtwTW/2MPpm18VGtrZALoIsi2ladpK3ZQni6bh1lVJBzMjU+pYgbs4P9f7u1V6Hb5D1onuNkWcMio7pBrQbyuYv7pQSIKyIoPIaLX45yCxF3pztKQgCRnWWxPor1/U0Zbd1TwhF76QwaPWiqSms25C3Niq5CJQZz8evV0tLkCmBQfaiwS1BnGZMj//lILvuE8MD4KtWQW8QMbxjFBLC/KHVi9h9vsih42YZRZA3WoI8XgRm0qRJGDduHO6//36UlZWhY8eOWLFiBdavX49vvvkGajXzX8+ePRvLli3DuXPn0K5dO4SHh2PUqFH1jhceHg6dTmd1ndfgijR53qWaB2FaYcMxdqFe2yeB3GAu5LbL2mHlvgz8fDALU/snmRpENoq97jBdLVBbar7cMiaIm+n9w4CACMkSVHQe0NZIN+9Q73SPeD0RqUykFl1gLUvsgVuCYrsDbYex+dwjwPpnjcdMMdv8aGYp/vfHKVTV6dGhTRCGpHp3rN+NA5Lw3b/pmHFZOwxoF2G27tbBbXE44wje2XgawzpEobexDYdbCE1kVd0v7WbWVLWfJGp5L0Z+77ZmCQqMYq7LmhL2ezOJIL1BxG+HmSB++doe6JUYhhPZZbiiUzRe/OUYVuxJx9bT+RjdtemW4RyjO4xighxk1apVuP322zFv3jxMnDgRu3fvxooVK3DbbbeZttHr9dDr9U2Ps/BGnE2Tr6uUzLGR1i081XV6bDvDLtAJPby/b42S6JscbooNevyHg8grr7FvR27NUWmkmypHHhjNb6wqjZQ6z8UQT8eVu8IAdqMNiGRm/LzjFBTtaRxJk+e9/2K6AyGxLNkBYBlJPW8ArnjCtOnbG0/j6g/+wdbT+RAEYM7Yzg0mmXgDfZLDcWz+RMy7unu9ddMGJmN0lzao1Rlw91d7TTVr3AK/ZniJgvBkyZpqsgQZrbDyUhYcQTB3iTWTO2z3+ULkltUiLECDkZ3bIC7MH6O7xsBHrcLIzuz+8feZ/EaOYp2sEu+sEQQoRAQFBwfjvffeQ3Z2Nmpra3Ho0CHccsstZtssXboUoigiJSWlwWNt2bKl0dpCisfZwGjuCguIAAIi8MvBTOy7aG7m3Ho6HzVaA5IiAtAtPsSJwRLWePHq7ugSG4KCijo88cMh+9J3eQptWGJ9FxW/URaeM7+x8gcb35e7w/j/AH/YCgIQ34fNZx9sNI6EcDNNTZPX1QGFrJK7KSj6+k+B0S8AD+8DbvzS9LcsrKjFJ1tYKYRr+yRg42MjcE2flvF39vVRWRVzapWA96f3Q6eYYOSW1eLer/dBpze4ZxD8JTV9F5vKm2GHWFqCrLjDAHOXWDNZgrhbdHKvOPj6mN9fhnaIhkpg1bozS5pWmkVeKNEb3WGKEEGEBc4GRvNy+pEdsO9iER797iBmfLEHGcVS00XuCpvQI87r3xCViL9GjQ9v7Qd/jQp/nynAj/bEKrQbDrQfBQy1EsuWOIAFZJZlAJn72DK5+6yeOyyNTeXu0IS+bJp1UCqUSO4wz9BUS1DhGVbnyS9UCppPGgiMfKqetXf1gUxo9SJ6J4Xh/en90DGmdbzkhPhr8MUdAxHq74ODl0rwdVNj8uyFf//cJS2P3zMFRhstQTx2L9jCJc5FkKBqlsSEWp0ea4+y54m1GnBhARr0TQ4HAPx9Oh96g4iyGvtqneWV10JnYIUS2wR7V6FEgESQMuFvBhU5rDZIUzGJoPb47RD7x6/W6vHKb8ycrtUb8OcJdpGSK8x9dIoNwRPjugAAXl9/EiVVdQ3v4BcM/OcXYPDd9df5BgGJA9n8UWMSgdzEzgVRTSmLGeLBspEdpG3i+7Jp9iHJ1UruMM9gap2RZt/2ppIX3STrnxVEUcT3xlRx3pm9NdEuKghPT2RJAG9tOO0et5hlSQm5CAqWiSCD3npgNCCJoOBYVhHezfx9ugDlNTrEhfpjsI06cDx2ccn2NIz832YMeHUjdpxtvPbSsSwmBjvGBHtdoUSARJAyCY5lbwgGXf3O4PZgTI8XI1Kx9ohkTdpwPBcbj+fi5wOZKKvRISrIt16AIeFaZg5PQefYYBRV1uHNDaecO1iqLC0aMBdBARFS243KfNbTCADiZCUmuDss77hkgaAaQZ6BW4LKMgC9HW/cvPgpz/KzwYFLJTiTVwF/jQrX9m0ZLrCmcuvgtuiTHI6KWh1eXXPctLyyVoe3N5zCij3pzp3A8sUhQuYOM6saXSC5w4ItRFDKFUw89ZiK5mBPGguHGN01BiobPeOu6MTuJ6dyy5FRXA2tXsSC30806so/lMFEUK/EcNcNuBkhEaRE1D6yyqMOBEcb40HOG2KRV16LEH8f3DmcvXne/dVePPXjYQDA+B5ximui2NLQqFV45TomRL7dnY4D6U2sHSSH14bhyN1hgiCJouxDrBO9oAbadJO2iUhhgdT6OqlTPYkgzxDUhgW2iwbJddIQ3LInr/tlhe/3MCvQ5F7xpt5brQ2VSsBrU3pCJbDO84+sOICtp/Nx3Ufb8f6ms5i76gguGGvjOISlC1keE2R2786W9Q2LNt8nKAp49DAw8b+Oj6MJ8JplAxt46e2TFIbhHaPQMSYYL1zVDSF+PjieXYbfjzQclnEkowQA0DspzGXjbU5IBCkV/rZRdL7h7axh3GdTHit+OL57HJ4Y3xmJ4SxyP8TfBzcPTMbcyQ2/VRKu4bL2UZjSNwGiCNz3zT5kNTHw0ETyYJaOy7F8u+Qi6NwmNm3TBdDIAhXlwdEAO5blzZloHlSq+jVlGqLAGBTdgAiqrNVhjTEF+uZW6AqT0zMxDI+NZd/Vr4eycMeXe3A2T2oL8dXONMcPHhRtfh3KRRDAMvcAY8Ni47VuLe6nmWIxa7R6HDFaaxqy/PuoVfj2rsvw5+MjcdcV7XH3CBZr9taGU9DaCDIXRRFHMo2WIBJBhEtJMnaWv7Ctaftpq02ZPz+cZxfq1b3jEeTng5/uH4Zv7xqCvS+MxRs39m61b4qeYP51PU2ZK7OW/Gt30KEZmgAmhDhBFsGWliIorlf9Y8hFUGhCs92ICSuYiqI2Yu016KW6X5bVhmX8fjgblXV6pEYHmRqOtmYevrIT1jx8uanv2LAOUXhrGvv//3FvBiprHauODEGQklc0gfVfJPjf9cRv0jZ+wY6dywUcyypFnd6AqCBftIsKtHu/Oy9PRVSQL9IKq7Byr/XEjuzSGhRU1EGtEtA9XiGtp5oIiSCl0mEMm57dxDoR24sx1kPnG4ozFRqE+vtgeEd2kcaF+WN4x2j4+XhfA0VvJyxAg6V3DkZMiB9O5ZbjkRUHHKt5JXeJWYogbhni1kNrIohniAH1W3MQzYtlOrUtStIBfS2zPlhWEpfx3b8s1uWmgcmU8WmkZ2IYls4ajH+fH4tv7xqC6/slIjU6COW1Oqw64ERFfn7thLet/yLBa3wd/1naxoNwV9iAdhFN+r8I9vPBfSNZYsVqGw2hDxstTJ1jQ7yyMS9AIki5pAxnMQOl6U1ziRnfGHN9EgAIGN+jfk0IwjMkhgfgy5mD4OejwpZT+Y41fEwdIc3XizOw+D3WSt89niEGUI0gTyNvxtkQhazmD6I6sLYNVjibV4796SVQqwTcMIDivCxpE+IHQRCgUgm4/TLmvvpqR5rZi0iTXkp4LJ01gdNhDACBrRswC5i6yImRO8/eNEkENZWx3ZmgO3SpFDVafb31RzJLAAC9E73TFQaQCFIuvkFAW2PXd+7esAejYDpaHQUAuKp38/WlIRqnZ2IYnprA0uYXrDluVrvJLhIHsFYYgspKaw2LuANrlqCIVFZrBqCgaE/DLUGN1QMzBUXbdoXxtPjRXWIQE+J9BeuakxsHJiHQV40zeRX4aT+zBl0qqsL4d7Zh+ue7UFTZSCkLQEpxtxaj1WMK8EIeC3y+5l0gvrfLxm4vJ3PKcDSzFKIoYn+64yIoJSoQ0cF+qNMbTFYfOXyZt8YDASSClA13iTkggk5p2zBXWAcKfFUas4anYlBKBCrr9Hj6x8M2gw6t4uML3P4zcNuPVixBMvdYSIL1oGeVSnKJedhM3+oJ4ZagRmKCuAiKsi6C6nQGrDI+zG8Z1LoDou0h1F+De4xBv8+tOoINx3Lwny/34ExeBXaeL8TNn+00dUW3yeC7gEn/BwyfY329j69H4u2q6/SY/9sxTHrvb1zz4T94768zKKiog69ahZ4OWGsEQcDgVCae/k0z7zogD4r21swwgESQsul4JZte2MbK5tuDUQRdNMRhArnCFIlaJeB/N/aBv0aFHecKcfvi3fa9fXIS+0v/G3LkVWmtWYE4V74EDL4H6HG9/eckXI+pUXIj2WEFRneY0eqQW1aDwopa0+pvdl1EYWUdYkL8TEHARMM8MqYTxnePRZ3egHu+3ocLBZVIDA9AXKg/zuRVYNpnOxoubhoQAQy5t34laA9SWFGLq97/G0u2p0EUWSjpu3+yrMKeiaEOx+wMMhZX3H3BXARlFFejpEoLX7UKXeK8tyo5PSGVTGwv1jizrgLI+NeuXURjUbULYhy5whRMSnQQPrltAIJ81dh1vgjXfvgPLhY6UbsEMLcENSSCkgYCk/8HBIQ7dz7COUzZYfa6wzoiu7QaY9/aiqELN+HVNcfx6prjeMVYEPA/Q9t5ZcVeT6BSCXjn5r6mjKaIQA2+mj0YK+8bisTwAFwqqrav1Y2CWLkvA+cLKhET4oclMwfh1iGSpdeZorhcBO2/WAy9sXBijVaPJdvTAABd40O8OtmGrhg3U1xZh0OXShpvmWANlQroMJrNn93Y+PZl2RAqcqEXBWT6dTRlhRHKZHTXGKx+cDjaRQUio7gaL/16zLkDymOCGhJBhDLgIqiuHKgtt75NdYlUdTiqE1bsuYTyWh3q9AYs/ucCFv/DCqM+MqYjHhjV0foxCKsE+flg6axBeGh0R3x3z1B0aBOM5MhA3DuSucp+PeRAoVoPsvE4K7r58JiOGN01Bguu64k7h6cixN/HqQa63eJDEeLng4paHU5kl2H72QJc+dZWfLmd/e9N7OndrZdIBLmZO5f9i+s+2o6d5wodO0CXyWy6bxlQW9HwttmHAABnxUSM7NkWGnorVDydY0OwbNZg+KgEbDmV7/j/CcBigATjGxmJIOXjFywFqdtyifHMsJB46DTB+N6YBn/3FanomRiKYD8ffHhrPzw+vovNdgiEbWJC/fHkhC5m7pzJveKhVgk4nFGK8/mN3HMVQn55rSkAmmd0qVQC5l3THYdfGo/eSeEOH1utEjAghVmSPt92Hncu/ReZJdWIC/XHOzf3wX0jOjRyBGVDT0k3kxTBilNdamoWEKfbtawJZnUR8O8XDW5ae4l1Fz8qpuKq3pT+7C2kRAdh+mBmun59/UnH6gcBgFoDTPgvMGouS6cmlI8pQ8yG1YFXio7qiL9O5iG3rBZRQb54akJXrHn4ChycNw5X07XuUqKD/XC50YruLdagzSfzIIpAr8QwxIcFmK1zRc0o7hL79VAWanUGjOkag01PjsT1/ZK8XnyTCHIzyRHsH/JSkYOtEtQ+wIgn2fyOD4A623Ej2Sd2sWlgF1xBrjCv4uErOyJAo8ahSyVYf9SONgq2uOw+YNSzrhsY4V64S8xWrSBZz7Dlu5kVaNrAZFPCA8UAuYfrjM1nfz2U5fhLSTOywegKG9st1i3Hl1cg79c2HB/d2h+Bvj5uOVdzQ1eQm0mOdNISBAC9prHml1UFwN4lVjep0eoRWHgUANBjwAivV+etjZgQf9x9BWty+9SPh/HjvgyvuPkSTmKnCCoOTMG2M6wZ5/TBlAbvbsb3iIOfjwrn8ytxLKvMtDyzpBpHM+vXy2kuCitqcd/X+7Byr1RotbpOj3/Osv+Ncd3dI4L6JIWjW3woeiWGYfEdgxDg672B0JaQCHIzydwdVuSECFJrgCueYPM7P7LaRuO37QcQgyIYIODyK0Y7fi7CY9w7sgMGp0SiolaHJ1cewoPL96PC0f5GhHcQ2kCGmCia4vx+zgyFKAJXdIpGu6igZhxg6yTYz8cUW3Pv1/uw+J8LeH71EYz8v824+oN/sONsgUfGteD3E1h/LAcv/HwU2aXMu/DP2QLUaA1IDA9At3j3pKr7+qiw9pHL8etDwxEZ5OuWc3gKEkFuJjmSucMyiqude7PvNY1VCS7PAirzzVbp9Abs3rEZAFAWlApNgHc2smvtBPn5YMU9l+GpCV3goxKw9kgOpn260/Gu84TyaahgYnEaUHoJokqDt0+wa5oywJqPR8Z0QpsQP2SWVOPVNcfx7e506Iwp4u/8ebrZLbU7zhVgtbHfWa3OgHc2noZOb8CXxgzBcd1j3dozThCEFtmTjkSQm4kPC4BKYP+0+bICZ01GE8BcYgCQd8Js1bYz+YivZPWBQlIHOH4OwuOoVQIeHN0RK+8biuhgP5zILsN1H23H6VwbKdSEd2NqomolDiztbwDAed8uKDf4YXSXNhjaIaoZB9e66RIXgr+fHo0FU3qiZ2IoLu8YjY9v6w9fHxX+TSvGrvNFjR/ERdTpDHjxZxbuMMz4P/Djvgw8uHw/dp4vRIBGjduGUAV4RyAR5GZ8fVSIC2W9fBwOjua06cqm+afMFq8+kIVeKvY2oE7s59w5CEXQr20Efn5wGLrGhSC/vBZ3f7UXpdVaTw+LcDW8iao1d1jaPwCA3ys6QhCAZyZ1bcaBEQDgr1FjxmXtsObhK/DNXUMwuVe8qTXJ+3+dabZxLN1xAefyKxEd7IdPZgzAxB5xMIjAH8dyIQjAu7f0RadY763a7ElIBDUDScbg6CY3y7TEJIIkS1B5jRYbjuWghyqNLZB3CSe8mqSIQKy4+zIkRQTgYmEVHvv+IAwGCpZWKnqDiLzymqa5SXhgdEUOYJD1kBNFiBeYJWiXoTum9ktC1zhycyuB+0Z2gEYtYOf5Qqw/ysRrRa0Ob284hce/P4i88kb6jtmgtFqL7/akI7fMfH9RFPHNLpYZ+NSEzggL0OCpiV2gNia/PDOxKyb08O6ChZ6kZeS4KZzkiEDsuVDkXHA0YNUStP5oDoJ1xUj0MRbZ80DHYsJ9RAT54tMZA3DDJzuw6WQePtp8Fg9fabubOOE5XvntGJbtvIi2kYEY1z0WNw9KRufG3s6DYwAIgEHHsj+DjVW/i85DKM9CreiDM5pueHO8lW7lhEdICA/AtIHJWL47Hfd9sx9D20fhXH4F8spZuMOu84VYdMdA9Eio31T0WFYptpzKx4wh7RAWqDFb9+h3B7DlVD78fFSYcVk7PDS6IyKCfLH3YjHSi6oQ5Ks2VX7u0CYYn84YgMKKWtxMTXOdgixBzQAPjnbaHRZjFEF5J0wZYj8fzMRwlbHdQkx3wI9Moi2NnolhWDClJwDgg81nkUmB0oojt6wGy/ewt/X0oios/ucCxr+zDfd/sw9nGornUmsk4SMrmHh2zzoAwEGxI166YSASwgOs7U14iOcnd8OMy9rCR8UsQnnltWgXFYj20UHIKq3BjZ/sxI5zUgZZXlkNnlp5CFd/8A/+98cpzPv1qNnxtpzKw5ZTLOGlVsdaokxftAu1Oj1W7Wc9zCb3ijerzTOueyxuGdy2RQYrNyckgpqBZGerRnOiOgEQWPXoynxkl1Zjx7lCjFQfZOs7jnXu+IRiuXFAEi5rH4k6nQFvbTjV+A5Es/LVzjRo9SIGtIvApzP6Y0IPll697mgOpn22E+U1DcRz8eDoovMAmGvlnFEEVcRdRhWhFUiQnw8WTOmFzU+OwsxhKXjhqm7Y8NgIrH5wOK7oFI1qrR6PrDiIgopaZJdW47qPtmPlvgxTdZM1h7NNngGd3oDXfmchDnddnopldw5GVJAvTuaU4+2Np7HmEHO5Te2f5JHP2tIhEdQMuKRgIgD4BkoZYvkn8cvBLEA04EqN8a2i0zjnjk8oFkEQ8NzkbgCA1QcycSyrFKIoUh0hBVBdp8e3u3lPr/aY2DMen90+EBseG4GkiACUVGlNzS2t0u5yNjW2xfl6Rxr6Gtg1ffm4qW4dO+EcyZGBePnaHrjrivbw81EjLECDRf8ZiC6xISioqMVj3x/ErCX/Iru0Bu2jg7DqgWG4olM09AYRX/zNRO+KPek4k1eBiEANHr6yE0Z2boOXr+0BAPhs63mU1+qQGB6AIbKqzYTrIBHUDCQZW2dkldRApzc0snUjxLAHoZh3Aiv3XkIPIQ3hhhLANxhIvszJkRJKpndSOK7tkwBRBO5athf9X92I3i//gY82n1VMdemc0hqsPpCB0qrWk8n20/4MlFRpTbFAnM6xIZg2gMVr/HKwgR5Uwx4C1L7Axe2oPrMN+dsWIVYogU7tD7+UIe4ePuFi/DVqvD+9H/x8VPj7TAFO5pQjOtgPy+4cjP5tI3D/SNbX77t/L+HTrefw6hpmBXpsHAt6BoCre8eb/S9N7Z9IXQDcBImgZiA21B8atQC9QUROmWOZAybadAEAFFw4jHP5lRirOcyWtx8F+LSsSp5EfZ6a0AW+ahWyS2tQXKWFQQT+98cpvPDzUecFthOcyinHPV/txfA3NuGx7w9h/m/HPDaW5qRGq8diY7G6WcNTTBk7nGuNPaj+OVuAQlt1wkITgH4zAACVvzyFJw2sNY4wai6g8XfPwAm30iUuBC9c3R0AEKBRY8nMQSaPwNAOUeiTFIZanQGvrzuJOr0B47vH4tbBUp0fQRCwYEpPhAVo4KMScAO5wtwGZYc1A2qVgMTwAKQVVuFSUbWps7xDtGGWoPJLRwFMxnVBx4FqUDxQKyE5MhBLZw3CyZxy9GsbjkOXSjDfWM1WBPDf63s1+5hKq7W4ffFuU3YMAPxxLAc1Wj38NS2nxxAAHMkoxS8HM3H70HZoGxmIuauO4EJBJSKDfDFtYP0sndToIPROCsPhjFKsPZKNq3snYMmONOSW1qCyToc+SeG464pUCMPnQNy3DNEVJwEByIkeirjhj3jgExKuYsaQtogP9UdKdCA6xkgJK4Ig4P5RHXHfN/ugVgl4dmJX9j9gEeAcG+qP3x66HGU1WqREU6sUd0EiqJlIjgxkIqi4CkPhRNVXoyUovOIcwlCBlJrjbDnFA7UahnWMxrCO0QBYUcXYUH/c/+1+rNiTjpnDUhpPy3Yx//39BPLKa9E+Ogif3j4A/1m8BzllNdh+tgBXuqmrtSc4m1eB277YhbIaHZbvSceYrjFYczgbapWAD2/th2A/67fTa/sk4HBGKb7edRGf/33eLEt0zeFs+GlUuP2ydtgXPh4Di9ehBKGImvEloCJDvTcjCIKp/5glE3vGYdF/BiIpIgDd4m3Xf2ob5cQLM2EXdJU1E9z6k+FgrSCDQcT7f53Bgt06iBAQKZRjceCHEEQDsw6Fkbm0tTKpVzwm9YyDKKLZM8f+OVOA7/degiAAb9zYG51jQzCxJ8t2WnfUSisIL6Wwohazlu5BWY0OQb5qVNXpseYwy9p54apuGNYh2ua+V/dOgCAAp3MrcKmoGsmRAXhyfGfcamxzMP+343jg2/24L/tafK8fhdNXfgFNOGWEtXTGdY9tUAARzQOJoGaC1wq66KAI+uNYDt7eeBpf7M5FuqENAGCgwRgP1OsGl4yR8F4eH9cZgsDK6B/OKGmWc9Zo9Xh2FfsfvGNoCgalsOwVXr32zxO50FrEKdVo9c0yNldiMIi4/5v9uFRUjbaRgdjy1GjMu7o7wgI0mDksBTOHpTS4f1yYPy43Wu6GdYjCrw9ejofGdMJrU3ri+n6J0BtErDua8//t3XlcE9faB/BfSCBhEZBNNgUVFVARVBQt1BVRwQpYrShVVLxdtLi05dXrAti69KqtVntbW7lCcd/XilrR2va6QLV1AVsQFFRkX8JO4Lx/IHMbEyQgEEKe7+eTP3LmzOQ5ORnmYebMGeTCAHhjG4Z4eLVBqwghACVBbaa/Vd3soVf+ypE5MDSmppbhix//AgC49TDCMcPZuKU5EKVuHwJzzwMeH7V4vES19OrSCX7OVgCA8JP3EHc/C7mv8sBeBRxMyMDjgnJYGIjwsVcfrnxIdyMY62qhsKwa1//2kMkf7mTCflUs1v+QJG9z7VbsvWe48TAfulp8/CfIFaadhJjr3h2/r/ZE+Bt9FZqsbvPUAfgmcCCi5w5BZ926Gxh4PB7W+/eHc1dDAMA/J9rjLVd6CCYhbYnGBLWRYT2MYaInRG5JJa78lSM1VqK8qgb/+bXuDhNTPSFcuxuh+98Gwp2+/RR/ZZVAXyTAjrcHw0B7GICVbd0E0s4tGtsLJ/94ipvphZgblQAAGGJrhDecLTHZ2RKdRJqNbEFxVZJafHP5AQDg/ZE9ofu38TB8DR48Hbtgf3wGYu9lwv35vCgbz9VdqttxJRVm+iLMc+/eYvG0lppaxl1iDPboATszPW5ZU2bqNdMXYXw/C5lykSYfh94dhszCChr/QYgS0JmgNiLga+CN5899OXbridSy//yaho3n/sTGc38i9Mht+H71KzfDrKSmFlt+rHta8TsjenLzSBDyIhtjXewOHgr/gVbcwfrGw3ysPH4X47f8jN8e5TeyhZerrWUoLKsCABy9+RhPiypg1kko966o+nFBZ25nIltcgdi7z5CWWwrB81vIPz2TiLN35Dw5XYkkNbX4K0uMS39m48ztTBSVVePYrSd4kFMKQx1NBHu0TtKmydegBIgQJaEzQW3Iz8UK//k1DRcSsyCuqOb+M68fYDm8pzGSs0uQI67EgfgMBHv0wOHfHnO34DY29oAQtx7GcOtRd/dhZlE5Tv+RieirD/G4oBzTdlzDx1598O7zydqaoqK6BvO/T8DPybnw6GWC1JxSAMA/Xu8h9zb41+xM0LuLHv7KKkHIvlsoLq+b2fr9UXYoKK1CzLVHWH7sDkY7mEEoUP5t9JlF5Xg78gZSsku4MqFAg2vbuyN6tuiZNEJI+0BngtpQPyt99DTVRaWkFrHP75xJzSlBUmYxBBo8/HvmQCwZW/e06F2/PkRBaRU2PT8V/+IlB0IaY2Ggjfmv98DZRR7wdbZETS3DhrP3pR7sqIhKSQ3eifkNPyfXrfdzci6eFJbDSFeLu8PpRZp8Dfx75iDoaPFxLTUfiZnF0NHiY85wW4RNcoRZJyEKy6px5a+mxdIaMovKMf3ba0jJLoGOFh8OFv/bT4vKq2HaSYjZw2yVHSYhpBVQEtSGeDwe/FzqBq/WXxL74fklgeF2JjDU0YL/QCsY62rhSWE5Zu68jtySKvQw1cUs+iNMmqmTSBNbprtwCcuaU4moqa17zAZjDA9ySnAoIQP/TZFNSGpqGUL23cJPf+VAW5OPr2YMxLsjeqJ3Fz2ETXKUeqr1i+zM9LBhihP3PmBIN3TW1YKAr4FJzy8Nn/xD+nESGfllCI6Ox5bnNwK0tv+m5OKtHdfwKK8MXY20cWHpCJxd5IEfl47A0feH450RPfBN4EBoayn/bBUhpOXRqYU2NtnZCpsv/IX/PshD7N1MnLlTd0bIu3/dGAqRJh+BbjbYejEZiZnFAIDVPo7QElC+Sl7Nx+P64MztTNx/Jsbe648AHg/bLiZLzfTs72KFiMl9uUs/n8Xex7l7WdASaGDn7MF4zc4E3k4WWDbBXqHPfGOAJR7lluJKco7UZbg3Blgi8pc0XEh8htJKCXSFAtx9UoQ5UfHIEVfix6RsePU1b/F5VHJLKnHzUQEeF5Tj0p/Z3Nmtrkba2P+PYbAyrJvKgsfjYWC3zhjYrXOLfj4hpH3hsfby5EUlKy4uhoGBAYqKiqCv37oTWK37IQnfXkmFzvNJ1/gaPCSsGMvdOptbUonhG+JQJanFGHszRAa5tmo8RH1E/ZqG8FOJUmVCgQYcLPRx+3EhalndA3+D3btDQ4OH1SfqngG2LcCFO3vTEhhjGLnpMh7llWHrdGfoa2tiwZ6b3P5QU8vg42SB7TMGtsjnlVVJsOOnVOy48gAV1f+bokKTz8PMoTb4YLQdjPWELfJZhJC29SrHbzoTpAQfe/XBrfQCxD8sAFA3ILo+AQIAEz0hlnr2xsnfnyJsUl9lhUk6oJluNth9PR0p2XVTLnw4rg+mD+kKoYCP+If5WLz/dzwuKJdKlD4YbdeiCRBQd6Zl8gBLfBmXgk3n/8TTwgrU1DK425lg0dhemPrNVZy5k4mlOSXoYarX+AZf4mJSFlYcu8s9vNjOTA+9u+ihu4ku3hrcje7MIkSN0Zmg59ryTBAAZBVXwPvLn5FbUoV/TXHCNFfZ24wJaQ0Z+WW4kJiFyc6WMmc/xBXVOPLbYxxIeIykzGJM7G+O7QEDoaGh+Jw4ikrJFmPs51e49/4DrbDB3wlaAg0ER8fjx6RsTB1kjY1TBwAAnhaWY9O5P6GvrYk3nC3h0tVQZq6epMxibI9LwcO8Ujha6KO8+n+Pt7DurI3lExwwsb95k+b4IYS0b69y/KYk6Lm2ToKAuoPAryl5CHSzAb8VDjKEvIpnz+cBao0EqJ7fv3/FrfRChIy2wxLP3lxyciu9AH7//i/4GjxMG2wNe3N9bDr/J8QVEm5dK0NtuNuZYEBXQ2SLK3DncREu3s+W+QwNXt1Eh0s9e3e4p9oTQigJahHKSIIIUXeFZVV4VlwBe3PZfW7R/ls48bv03WMDuhqiu7EOzidmoaxK/nPIfJwsML6fOe5nipEjrsQ0164YZEMDnAnpqCgJagGUBBHSvjDGcD0tH/tvpOOXlDzMHNoNH4y2g4CvgbIqCa6n5ePqgzwkZRbDwkCEHqZ6GNnHVG5CRQjpuCgJagGUBBFCCCGq51WO3zT5DCGEEELUEiVBhBBCCFFLlAQRQgghRC1REkQIIYQQtURJECGEEELUUrtIgkpKSrB48WJYWlpCJBLB2dkZ+/fvb3S9o0ePIiAgAHZ2dtDW1oatrS1mzpyJ5OTkNoiaEEIIIaqsXTw7zN/fH/Hx8diwYQN69+6NvXv3IiAgALW1tZgxY0aD63322WcwNzfHihUr0KNHD2RkZGDdunUYOHAgrl27hr596blbhBBCCJFP6fME/fDDD/D29uYSn3rjxo3DvXv3kJ6eDj5f/lT32dnZMDMzkyp7+vQpbG1tMWvWLOzcuVPhOGieIEIIIUT1qPQ8QceOHYOenh6mTp0qVT5nzhw8ffoU169fb3DdFxMgALC0tIS1tTUyMjJaPFZCCCGEdBxKT4Lu3r0LBwcHCATSV+acnJy45U2RmpqKR48eNXoprLKyEsXFxVIvQgghhKgPpSdBeXl5MDIykimvL8vLy1N4WxKJBPPmzYOenh6WLFny0rrr16+HgYEB9+ratWvTAieEEEKISlN6EgQAPB6vWcv+jjGGefPm4eeff8b333/faFKzfPlyFBUVcS+6fEYIIYSoF6XfHWZsbCz3bE9+fj4AyD1L9CLGGIKDg7F7925ER0dj8uTJja4jFAohFAqbHjAhhBBCOgSlnwnq378/kpKSIJFIpMrv3LkDAOjXr99L169PgHbt2oWdO3ciMDCw1WIlhBBCSMeh9DNBfn5++O6773DkyBG89dZbXHl0dDQsLS0xdOjQBtdljGH+/PnYtWsXduzYgTlz5jQ7jvqZAmiANCGEEKI66o/bzZnxR+lJ0IQJE+Dp6Yn33nsPxcXFsLOzw759+xAbG4vdu3dzcwTNmzcP0dHRePDgAWxsbAAAISEhiIyMxNy5c9G/f39cu3aN265QKISLi4vCcYjFYgCgAdKEEEKIChKLxTAwMGjSOkqfLBGoe2zGihUrcPDgQeTn58Pe3h7Lly/H9OnTuTpBQUGIjo5GWloabG1tAQC2trZ49OiR3G3a2Njg4cOHCsdQW1uLp0+folOnTgoPxn6Z4uJidO3aFRkZGR168kVqZ8dC7ex41KWt1M6OpSntZIxBLBbD0tISGhpNG+XTLpKgjkhdZqCmdnYs1M6OR13aSu3sWNqqnUofGE0IIYQQogyUBBFCCCFELVES1EqEQiHCwsI6/FxE1M6OhdrZ8ahLW6mdHUtbtZPGBBFCCCFELdGZIEIIIYSoJUqCCCGEEKKWKAkihBBCiFqiJKiFlZSUYPHixbC0tIRIJIKzszP279+v7LCaLS4uDnPnzoW9vT10dXVhZWWFyZMn47fffpOqFxQUBB6PJ/Oyt7dXUuRNc/nyZbnx83g8qZnIAeDmzZsYO3Ys9PT0YGhoCH9/f6Smpiop8qZpqJ9ebKsq9adYLEZoaCjGjRsHU1NT8Hg8hIeHy63blL7btm0b7O3tIRQK0b17d0RERKC6uroVW/JyirSzpqYGn3/+OcaPHw9ra2vo6OjAwcEBy5YtQ2Fhocw2G/odbNiwoW0a1QBF+7Spv1NV7FOg4X6S19b21qeKHkMA5eyfSn9sRkfj7++P+Ph4bNiwAb1798bevXsREBCA2tpazJgxQ9nhNdnXX3+NvLw8LFq0CI6OjsjJycHmzZvh5uaGc+fOYfTo0VxdbW1txMXFSa2vra3d1iG/knXr1mHUqFFSZX9/iO/9+/cxcuRIODs74+DBg6ioqMDq1avh4eGB33//Haampm0dcpOsWrUK7777rkz5pEmTIBQK4erqypWpSn/m5eXh22+/xYABA+Dr64udO3fKrdeUvlu7di1WrVqFZcuWYdy4cYiPj8fKlSvx5MkTfPvtt23VNCmKtLO8vBzh4eEICAhAcHAwTExMcPPmTXz66ac4deoUEhISZPrwzTffxIcffihV1q1bt1ZtS2MU7VNA8d+pqvYpAFy9elWm7Pr161i8eDH8/PxklrWnPlX0GKK0/ZORFnPmzBkGgO3du1eq3NPTk1laWjKJRKKkyJovKytLpkwsFrMuXbqwMWPGcGWzZ89murq6bRlai7p06RIDwA4dOvTSelOnTmUmJiasqKiIK3v48CHT1NRkoaGhrR1mq7h8+TIDwFauXMmVqVJ/1tbWstraWsYYYzk5OQwACwsLk6mnaN/l5uYykUjE/vGPf0itv3btWsbj8di9e/dapyGNUKSdEomE5ebmyqx76NAhBoDFxMRIlQNgCxYsaLWYm0vRPlX0d6rKfdqQoKAgxuPxWHJyslR5e+tTRY8hyto/6XJYCzp27Bj09PQwdepUqfI5c+bg6dOnuH79upIiaz4zMzOZMj09PTg6OiIjI0MJESmPRCLB6dOnMWXKFKlp3G1sbDBq1CgcO3ZMidE1X2RkJHg8HubOnavsUJql/nT/yzSl72JjY1FRUYE5c+ZIbWPOnDlgjOH48eMtGr+iFGknn8+HsbGxTPmQIUMAQGX2WUXa2hSq3KfyiMViHDp0CCNGjICdnV0rRNZyFDmGKHP/pCSoBd29excODg4QCKSvMjo5OXHLO4KioiLcvHkTffv2lSovLy+Hubk5+Hw+rK2tsXDhQuTn5yspyuZZsGABBAIB9PX14eXlhV9++YVb9uDBA5SXl3P9+XdOTk5ISUlBRUVFW4b7yoqKinD48GGMGTMG3bt3l1rWEfqzXlP6rn4/7d+/v1Q9CwsLmJiYqOR+XH+56MV9FgD27t0LbW1tCIVCDBo0CLt27Wrr8F6JIr/Tjtan+/fvR2lpKYKDg+Uub+99+uIxRJn7J40JakF5eXno0aOHTLmRkRG3vCNYsGABSktLsWLFCq5swIABGDBgADd+5qeffsIXX3yBixcvIj4+Hnp6esoKVyEGBgZYtGgRRo4cCWNjY6SkpGDjxo0YOXIkzpw5Ay8vL67/6vvz74yMjMAYQ0FBASwsLNo6/Gbbt28fysvLMW/ePKlyVe/PFzWl7/Ly8iAUCqGrqyu3rqrtx0+ePMGyZcswePBg+Pj4SC2bMWMGvL290bVrV2RnZyMyMhJz585FamoqPvnkEyVFrDhFf6cdrU8jIyNhaGiIKVOmyCxThT598RiizP2TkqAW9rJTmy15eldZVq1ahT179mDbtm0YNGgQV75kyRKpep6ennBxccGbb76J7777TmZ5e+Pi4gIXFxfuvYeHB/z8/NC/f3+EhobCy8uLW9aR+jgyMhLGxsYygytVvT8bomjfdZQ+zs/Px8SJE8EYw4EDB6ChIX3yf8+ePVLvp0yZgkmTJmHDhg0ICQlp9wP9m/I77Sh9eu/ePVy/fh0LFiyASCSSWd7e+7ShYwignP2TLoe1IGNjY7lZaP2pWXlZriqJiIjAp59+irVr12LhwoWN1vfz84Ourq7MLeaqwtDQED4+Prh9+zbKy8u5sRYN9TGPx4OhoWEbR9l8t2/fRkJCAgIDAxV6Po8q92dT+s7Y2BgVFRUoKyuTW1dV9uOCggJ4enriyZMnuHDhgtyz1PIEBgZCIpEgISGhlSNsHfJ+px2lT4G6f1wANHgpTJ720qcNHUOUuX9SEtSC+vfvj6SkJEgkEqnyO3fuAJC+1VrVREREIDw8HOHh4fjnP/+p8HqMMZn/PlUJe/5oPR6Ph549e0JbW5vrz7+7c+cO7Ozs5P5n1l4154+pqvZnU/qufqzBi3WfPXuG3NxcldiPCwoKMHbsWKSlpeHChQtyx1o0pP43r4r9XO/F32lH6FMAqKqqQkxMDAYNGgRnZ2eF12sPffqyY4gy90/V/ZW3Q35+figpKcGRI0ekyqOjo2FpaYmhQ4cqKbJX88knnyA8PBwrV65EWFiYwusdPnwYZWVlcHNza8XoWk9BQQFOnz4NZ2dniEQiCAQCTJo0CUePHoVYLObqpaen49KlS/D391ditE1TWVmJ3bt3Y8iQIQr/0VDl/mxK340fPx4ikQhRUVFS24iKigKPx4Ovr28bRd089QlQamoqzp8/L3WZVxExMTHQ1NSUuVShKuT9TlW9T+udPHkSubm5MmP4GqPsPm3sGKLM/ZPGBLWgCRMmwNPTE++99x6Ki4thZ2eHffv2ITY2Frt37wafz1d2iE22efNmrF69GuPHj4e3t7fMpRA3Nzc8evQIM2bMwPTp02FnZwcej4effvoJW7ZsQd++fZt0pkFZZsyYgW7dumHw4MEwMTFBcnIyNm/ejKysLKmdLSIiAq6urvDx8cGyZcu4Cb1MTExkJidrz44fP478/Hy5faOK/Xn27FmUlpZyf0ATExNx+PBhAMDEiROho6OjcN8ZGRlh5cqVWLVqFYyMjLjJ2MLDwxEcHAxHR0eltBFovJ08Hg9eXl64desWtmzZAolEIrXPmpqaomfPngCAjRs3IjExEWPGjIG1tTU3iPb8+fMIDw+HiYlJ2zfwbxpra05OjsK/U1XuUx0dHa5uZGQktLW1G5x4tz32qSLHEEDxv60t3pdNmlWINEosFrOQkBBmbm7OtLS0mJOTE9u3b5+yw2q2ESNGMAANvhhjLD8/n/n5+TFbW1umra3NtLS0WK9evVhoaCgrLCxUcgsUs379eubs7MwMDAwYn89npqamzM/Pj924cUOmbkJCAhszZgzT0dFh+vr6zNfXl6WkpCgh6ubz9PRkurq6rLi4WGaZKvanjY1Ng7/RtLQ0rl5T+m7r1q2sd+/eTEtLi3Xr1o2FhYWxqqqqNmqRfI21My0t7aX76+zZs7ltnTx5krm7uzNTU1MmEAhYp06dmIeHR7v5e9VYW5vzO1XFPq2Xnp7ONDQ02KxZsxrcVnvsU0WOIfWUsX/yGHt+sZAQQgghRI3QmCBCCCGEqCVKggghhBCiligJIoQQQohaoiSIEEIIIWqJkiBCCCGEqCVKggghhBCiligJIoQQQohaoiSIEEIIIWqJkiBCOqj6Z+nUvwQCASwsLDB9+nQkJye32ueGh4eDx+MpVNfW1hZBQUGtFktDLl++zH0vV69elVkeFBQEPT29No8LAB4+fAgej4dNmzYp5fMJUSeUBBHSwe3atQtXr17Fjz/+iIULF+LkyZNwd3dHQUFBq3xecHCw3MSivQoNDVV2CIQQJaEkiJAOrl+/fnBzc8PIkSOxYsUKLFu2DNnZ2Th+/HirfJ61tbXKPGl+/Pjx+OWXX3Dq1Cllh9LmqqurIZFIlB0GIUpFSRAhambw4MEAgKysLKnyhIQEvPHGGzAyMoJIJIKLiwsOHjwoVaesrAwfffQRunfvDpFIBCMjIwwePBj79u3j6si7HFZdXY3Q0FCYm5tDR0cH7u7uuHHjhkxsDV1Kq7+09/DhQ6nyAwcOYNiwYdDV1YWenh73BHVFBQUFwdHREcuXL0dNTc1L6/J4PISHh8uUv3hJrz7WuLg4zJ8/H8bGxtDX18esWbNQWlqKZ8+eYdq0aTA0NISFhQU++ugjVFdXy2y3trYWa9euRbdu3SASiTB48GBcvHhRpl5ycjJmzJgBMzMzCIVCODg44KuvvpKqU3/5LyYmBh9++CGsrKwgFAqRkpKi2BdFSAdFSRAhaiYtLQ0A0Lt3b67s0qVLeO2111BYWIhvvvkGJ06cgLOzM9566y1ERUVx9ZYuXYqvv/4aISEhiI2NRUxMDKZOnYq8vLyXfub8+fOxadMmzJo1CydOnMCUKVPg7+//Spfk1q1bh4CAADg6OuLgwYOIiYmBWCyGh4cHEhMTFdoGn8/H+vXrce/ePURHRzc7FnmCg4NhYGCA/fv3Y+XKldi7dy/mz58Pb29vDBgwAIcPH8bs2bOxefNmbNu2TWb97du3IzY2Flu2bMHu3buhoaGBCRMmSF1qTExMhKurK+7evYvNmzfj9OnT8Pb2RkhICCIiImS2uXz5cqSnp+Obb77BqVOnYGZm1qJtJkTlNPm584QQlbBr1y4GgF27do1VV1czsVjMYmNjmbm5OXv99ddZdXU1V9fe3p65uLhIlTHGmI+PD7OwsGA1NTWMMcb69evHfH19X/q5YWFh7O9/WpKSkhgAtmTJEql6e/bsYQDY7NmzG1z3xbakpaUxxhhLT09nAoGAffDBB1L1xGIxMzc3Z9OmTXtpjJcuXWIA2KFDhxhjjLm7uzNra2tWXl7OGGNs9uzZTFdXV2odACwsLExmWzY2NlJtqI/1xdh8fX0ZAPb5559LlTs7O7OBAwdy79PS0hgAZmlpycXDGGPFxcXMyMiIjR07livz8vJi1tbWrKioSGqbCxcuZCKRiOXn50u19/XXX3/p90KIuqEzQYR0cG5ubtDU1ESnTp0wfvx4dO7cGSdOnIBAIAAApKSk4P79+5g5cyYAQCKRcK+JEyciMzMTf/75JwBgyJAhOHv2LJYtW4bLly+jvLy80c+/dOkSAHDbrzdt2jQuhqY6d+4cJBIJZs2aJRWvSCTCiBEjcPny5SZt77PPPsPjx4+xdevWZsUjj4+Pj9R7BwcHAIC3t7dM+aNHj2TW9/f3h0gk4t536tQJkyZNwpUrV1BTU4OKigpcvHgRfn5+0NHRkem3iooKXLt2TWqbU6ZMaanmEdIhUBJESAf3/fffIz4+HnFxcXjnnXeQlJSEgIAAbnn92KCPPvoImpqaUq/3338fAJCbmwsA+PLLL/F///d/OH78OEaNGgUjIyP4+vq+9Jb7+ktl5ubmUuUCgQDGxsbNalN9zK6urjIxHzhwgItXUcOHD4evry82bNjQYnfNGRkZSb3X0tJqsLyiokJm/Re/r/qyqqoqlJSUIC8vDxKJBNu2bZP5DiZOnAgAMt+DhYXFK7WJkI6mef+GEUJUhoODAzcYetSoUaipqcHOnTtx+PBhvPnmmzAxMQFQN17E399f7jb69OkDANDV1UVERAQiIiKQlZXFnRWaNGkS7t+/L3fd+kTn2bNnsLKy4solEonMWKL6Mx+VlZUQCoVc+YsH8/qYDx8+DBsbG8W+iEasX78e/fr1w7p16+QuFwqFqKyslClvbDxUcz179kxumZaWFvT09KCpqQk+n4+3334bCxYskLuN7t27S71XdP4mQtQFJUGEqJl//etfOHLkCFavXg1/f3/06dMHvXr1wh9//NFgAiBPly5dEBQUhD/++ANbtmxBWVkZdHR0ZOqNHDkSALBnzx4MGjSIKz948KDMLdq2trYAgNu3b8PV1ZUrf/EWdi8vLwgEAjx48KDFLvHY29tj7ty52LZtG4YPHy6z3NbWFrdv35Yqi4uLQ0lJSYt8/ouOHj2KjRs3comhWCzGqVOn4OHhAT6fDx0dHYwaNQq3bt2Ck5MTd6aJEKI4SoIIUTOdO3fG8uXLERoair179yIwMBA7duzAhAkT4OXlhaCgIFhZWSE/Px9JSUm4efMmDh06BAAYOnQofHx84OTkhM6dOyMpKQkxMTEYNmyY3AQIqDsTFRgYiC1btkBTUxNjx47F3bt3sWnTJujr60vVnThxIoyMjDBv3jysWbMGAoEAUVFRyMjIkKpna2uLNWvWYMWKFUhNTeXGOmVlZeHGjRvcGaumCg8Px549e3Dp0iXo6upKLXv77bexatUqrF69GiNGjEBiYiK2b98OAwODJn+OIvh8Pjw9PbF06VLU1tbis88+Q3FxsVS7tm7dCnd3d3h4eOC9996Dra0txGIxUlJScOrUKcTFxbVKbIR0FJQEEaKGPvjgA2zfvh1r1qxBQEAARo0ahRs3bmDt2rVYvHgxCgoKYGxsDEdHR0ybNo1bb/To0Th58iS++OILlJWVwcrKCrNmzcKKFSte+nmRkZHo0qULoqKi8OWXX8LZ2RlHjhzB9OnTperp6+sjNjYWixcvRmBgIAwNDREcHIwJEyYgODhYqu7y5cvh6OiIrVu3Yt++faisrIS5uTlcXV3x7rvvNut7sbS0xOLFi+WeEfv4449RXFyMqKgobNq0CUOGDMHBgwcxefLkZn1WYxYuXIiKigqEhIQgOzsbffv2xZkzZ/Daa69xdRwdHXHz5k188sknWLlyJbKzs2FoaIhevXpx44IIIQ3jMcaYsoMghBBCCGlrdHcYIYQQQtQSJUGEEEIIUUuUBBFCCCFELVESRAghhBC1REkQIYQQQtQSJUGEEEIIUUuUBBFCCCFELVESRAghhBC1REkQIYQQQtQSJUGEEEIIUUuUBBFCCCFELf0/70VHPNFL3o8AAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dmRMSF = read_mat_file('stdev-matrix.dat') # read the stdev-matrix.dat file containing standard-deviation of distance matrix\n", "derived_dmRMSF = np.mean(dmRMSF, axis=1) # Derive the fluctuation by averaging over rows\n", "rmsfData = read_xvg('rmsf.xvg') # Read the conventional RMSF data\n", "\n", "mpl.rcParams['font.size']=12\n", "plt.plot(rmsfData[0], derived_dmRMSF, label='dmRMSF-derived')\n", "plt.plot(rmsfData[0], rmsfData[1], label='Original RMSF')\n", "plt.xlabel('Residue Number')\n", "plt.ylabel('Fluctuation (nm)')\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "bed439c5-370c-4d25-b591-0a9053b19669", "metadata": {}, "source": [ "#### 4. Cluster-ID with time\n", "We will use `clid.xvg` obtained from the `cluster` subcommand to plot both cluster-id and also highlight the occurance of the given cluster. " ] }, { "cell_type": "code", "execution_count": 20, "id": "a0eeea32-eb0d-4907-867e-fc17be60b278", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Occurance has been calculated manually from the data obtained in cluster.log file\n", "occur=[ 21.0, 18.1, 15.5, 14.7, 9.8, 8.7, 6.5, 5.6]\n", "\n", "mpl.rcParams['font.size']=12\n", "\n", "data=read_xvg('clid.xvg')\n", "fig = plt.figure(figsize=(6,4))\n", "fig.subplots_adjust(right=0.85)\n", "\n", "ax = fig.add_subplot(111)\n", "ax.scatter(data[0]/1000, data[1], marker='x', color='k')\n", "ax.tick_params(axis='y', right=True)\n", "\n", "ax.set_ylabel('Cluster')\n", "ax.set_xlabel('Time (ns)')\n", "ax.set_xlim(-5, 650)\n", "for i in range(8):\n", " ax.text(665, i+1, '{0:3.1f}'.format(occur[i]), verticalalignment='center')\n", "ax.text(760, 4.5, 'Occurence (%)', verticalalignment='center', rotation='vertical', horizontalalignment='center')\n", "\n", "plt.savefig('clid.png', dpi=300)\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.18" } }, "nbformat": 4, "nbformat_minor": 5 }