{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Analysis of local base-steps parameters\n", "\n", "* This tutorial discuss the analyses that can be performed using the [dnaMD Python module](http://do-x3dna.readthedocs.io/en/latest/api_summary.html) included in the _do\\_x3dna_ package. The tutorial is prepared using [Jupyter Notebook](https://jupyter.org/) and this notebook tutorial file could be downloaded from this [link](http://rjdkmr.github.io/do_x3dna/tut_notebook/base_steps_tutorial.ipynb).\n", "\n", "\n", "* Download the input files that are used in the tutorial from this [link](http://rjdkmr.github.io/do_x3dna/tutorial_data.tar.gz).\n", "\n", "* Two following input files are required in this tutorial\n", " * ``L-BPS_cdna.dat`` (``do_x3dna`` output from the trajectory, which contains the DNA bound with the protein)\n", " * ``L-BPS_odna.dat`` (``do_x3dna`` output from the trajectory, which only contains the free DNA)\n", " \n", " These two file **should be** present inside tutorial_data of the current/present working directory.\n", " \n", " \n", "* The Python APIs **should be** only used when ``do_x3dna`` is executed with ``-ref`` option.\n", "\n", "\n", "* Detailed documentation is provided [here](http://do-x3dna.readthedocs.io/en/latest/dna_class_api.html)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Importing Python Modules\n", "\n", "* [numpy](http://www.numpy.org/): Required for the calculations involving large arrays\n", "\n", "\n", "* [matplotlib](http://matplotlib.org/): Required to plot the results\n", "\n", "\n", "* [dnaMD](http://do-x3dna.readthedocs.io/en/latest/api_summary.html): Python module to analyze DNA/RNA structures from the do_x3dna output files.\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import dnaMD\n", "%matplotlib inline\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Initializing DNA object and storing data to it\n", "\n", "* [DNA object](http://do-x3dna.readthedocs.io/en/latest/dna_class_api.html#dnaMD.dnaMD.DNA) is initialized by using the total number of base-pairs\n", "\n", "\n", "* One base-step is formed by two adjacent base-pairs. Therefore, total number of base-steps is less than one of total number of base-pairs.\n", "\n", "\n", "* Six base-pair parameters (**shift**, **slide**, **rise**, **tilt**, **roll** and **twist**) can be read and stored in DNA object from the input file using function [set_base_step_parameters(...)](http://do-x3dna.readthedocs.io/en/latest/dna_class_api.html#dnaMD.dnaMD.DNA.set_base_step_parameters).\n", "\n", "* To speed up processing and analysis, data can be stored in a HDF5 file by including HDF5 file name as a argument during initialization. Same file can be used to store and retrieve all other parameters." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Reading file : tutorial_data/L-BPS_cdna.dat\n", "Reading frame 1000\n", "Finished reading.... Total number of frame read = 1001\n", "\n", "Reading file : tutorial_data/L-BPS_odna.dat\n", "Reading frame 1000\n", "Finished reading.... Total number of frame read = 1001\n" ] } ], "source": [ "## Initialization\n", "pdna = dnaMD.DNA(60) #Initialization for 60 base-pairs DNA bound with the protein\n", "fdna = dnaMD.DNA(60) #Initialization for 60 base-pairs free DNA\n", "\n", "## If HDF5 file is used to store/save data use these:\n", "# pdna = dnaMD.DNA(60, filename='cdna.h5') #Initialization for 60 base-pairs DNA bound with the protein\n", "# fdna = dnaMD.DNA(60, filename='odna.h5') #Initialization for 60 base-pairs free DNA\n", "\n", "## Loading data from input files in respective DNA object\n", "# Number of base-steps = Number of base-pairs - one\n", "# Number of base-steps in a 60 base-pairs DNA = 59\n", "# \"bp=[1, 59]\" will load local base-pair parameters of 1 to 59 base-steps\n", "# \" parameters = 'All' \" will load all six parameters (shift, slide, rise, tilt, roll and twist)\n", "pdna.set_base_step_parameters('tutorial_data/L-BPS_cdna.dat', bp_step=[1, 59], parameters='all', step_range=True)\n", "fdna.set_base_step_parameters('tutorial_data/L-BPS_odna.dat', bp_step=[1, 59], parameters='all', step_range=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Local base-step parameter of a base-pair directly from dictionary\n", "\n", "* The ``DNA.data`` is a python dictionary which contains all the data as a Python Dictionary. For a base-step, parameter as a function of time can be directly extracted.\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Extracting \"Twist\" of 22nd bp\n", "twist_20bp = pdna.data['bps']['22']['twist']\n", "\n", "#Twist vs Time for 22nd bp\n", "plt.title('22nd bp')\n", "plt.plot(pdna.time, twist_20bp)\n", "plt.xlabel('Time (ps)')\n", "plt.ylabel('Twist ( $^o$)')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Local base-step parameters as a function of time (manually)\n", "\n", "* A specific local base-step parameters for the given base-pairs range can be extracted from the DNA obejct using function [dnaMD.DNA.get_parameters(...)](http://do-x3dna.readthedocs.io/en/latest/dna_class_api.html#dnaMD.dnaMD.DNA.get_parameters).\n", "\n", "\n", "* The extracted parameters of the given base-step can be plotted as a function of time\n", "\n", "\n", "* The extracted parameters (average) for the DNA segment can be plotted as a function of time\n", "\n", "\n", "Following example shows **Twist** vs **Time** plots. These example also shows that how to extract the parameters value from the DNA object. Other properties could be extracted and plotted using similar steps. \n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Extracting \"Twist\" of 20 to 30 base-steps\n", "twist, bp_idx = pdna.get_parameters('twist',[20,30], bp_range=True)\n", "\n", "# Twist vs Time for 22nd base-step\n", "plt.title('22nd bp')\n", "plt.plot(pdna.time, twist[2]) # index is 2 for 22nd base-step: (20 + 2)\n", "plt.xlabel('Time (ps)')\n", "plt.ylabel('Twist ( $^o$)')\n", "plt.show()\n", "\n", "# Average Twist vs Time for segment 20-30 base-step\n", "avg_twist = np.mean(twist, axis=0) # Calculation of mean using mean function of numpy\n", "plt.title('20-30 bp segment')\n", "plt.plot(pdna.time, avg_twist)\n", "plt.xlabel('Time (ps)')\n", "plt.ylabel('Twist ( $^o$)')\n", "plt.show()\n", "\n", "# Average Twist vs Time for segment 24-28 base-step\n", "# index of 24th base-step is 4 (20 + 4). index of 28th base-step is 8 (20 + 8)\n", "avg_twist = np.mean(twist[4:8], axis=0) \n", "plt.title('24-28 bp segment')\n", "plt.plot(pdna.time, avg_twist)\n", "plt.xlabel('Time (ps)')\n", "plt.ylabel('Twist ( $^o$)')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Local base-step parameters as a function of time (using provided functions)\n", "\n", "Above examples show the method to extract the values from the DNA object. However, [dnaMD.DNA.time_vs_parameter(...)](http://do-x3dna.readthedocs.io/en/latest/dna_class_api.html#dnaMD.dnaMD.DNA.time_vs_parameter) function could be use to get parameter values as a function of time for the given base-pairs/step or segment\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Slide vs Time for 22nd bp\n", "plt.title('Slide for 22nd bp')\n", "time, value = pdna.time_vs_parameter('slide', [22])\n", "plt.plot(time, value)\n", "plt.xlabel('Time (ps)')\n", "plt.ylabel('Slide ($\\AA$)')\n", "plt.show()\n", "\n", "# Rise vs Time for 25-40 bp segment\n", "plt.title('Rise for 25-40 bp segment')\n", "# Bound DNA\n", "# Rise is the distance between two base-pairs, so for a given segment it is sum over the base-steps\n", "time, value = pdna.time_vs_parameter('rise', [25, 40], merge=True, merge_method='sum')\n", "plt.plot(time, value, label='bound DNA', c='k') # balck color => bound DNA\n", "# Free DNA\n", "time, value = fdna.time_vs_parameter('rise', [25, 40], merge=True, merge_method='sum')\n", "plt.plot(time, value, label='free DNA', c='r') # red color => free DNA\n", "\n", "plt.xlabel('Time (ps)')\n", "plt.ylabel('Rise ( $\\AA$)')\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Distribution of local base-steps parameters during MD simulations\n", "\n", "* As shown in above plot of Time vs Rise, comparison between bound and free DNA is very difficult. Therefore, to compare the parameters of either different DNAs or same DNAs in different environment or different segment of same DNAs, the distribution of parameters over the MD trajectory are sometime useful.\n", "\n", "\n", "* The distribution could be calculated using the function [dnaMD.DNA.parameter_distribution(...)](http://do-x3dna.readthedocs.io/en/latest/dna_class_api.html#dnaMD.dnaMD.DNA.parameter_distribution) as shown in the following examples.\n", "\n", "\n", "* The normalized distribution is calculated using [numpy.histogram(...)](http://docs.scipy.org/doc/numpy/reference/generated/numpy.histogram.html).\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#### Rise distribution for 20-45 bp segment\n", "plt.title('Rise distribution for 20-45 bp segment')\n", "\n", "### Bound DNA ###\n", "\n", "## calculation of parameter distribution for the segment\n", "values, density = pdna.parameter_distribution('rise', [20, 45], bins=20, merge=True, merge_method='sum')\n", "\n", "## plot distribution\n", "plt.plot(values, density, label='bound DNA', c='k') # balck color => bound DNA\n", "\n", "### Free DNA ###\n", "\n", "## calculation of parameter distribution for the segment\n", "values, density = fdna.parameter_distribution('rise', [20, 45], bins=20, merge=True, merge_method='sum')\n", "\n", "## plot distribution\n", "plt.plot(values, density, label='free DNA', c='r') # red color => free DNA\n", "\n", "plt.xlabel('Rise ( $\\AA$)')\n", "plt.ylabel('Density')\n", "plt.legend()\n", "plt.show()\n", "\n", "\n", "#### Twist distribution for 25-40 bp segment\n", "plt.title('Twist distribution for 25-40 bp segment')\n", "\n", "### Bound DNA ###\n", "\n", "## calculation of parameter distribution for the segment\n", "# Twist is the twist angle between two base-pairs, so for overall twist of a given segment \n", "# it is considered here as sum over the base-steps\n", "values, density = pdna.parameter_distribution('twist', [25, 40], bins=20, merge=True, merge_method='sum')\n", "\n", "## plot distribution\n", "plt.plot(values, density, label='bound DNA', c='k') # balck color => bound DNA\n", "\n", "### Free DNA ###\n", "\n", "## calculation of parameter distribution for the segment\n", "values, density = fdna.parameter_distribution('twist', [25, 40], bins=20, merge=True, merge_method='sum')\n", "\n", "## plot distribution\n", "plt.plot(values, density, label='free DNA', c='r') # red color => free DNA\n", "\n", "plt.xlabel('Twist ( $^o$)')\n", "plt.ylabel('Density')\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Local base-step parameters as a function of base-steps\n", "\n", "* What is the average values of a given parameter for either each base-step or a DNA segment?\n", "\n", "\n", "* To address this question, average values of a given parameter with its error could be calculated for either each base-step or a DNA segment using a function [dnaMD.DNA.get_mean_error(...)](http://do-x3dna.readthedocs.io/en/latest/dna_class_api.html#dnaMD.dnaMD.DNA.get_mean_error).\n", "\n", "\n", "* This average values could be also use to compare two DNA.\n", "\n", "\n", "* Standard error could be calculated using block averaging method as derived in this [publication](http://scitation.aip.org/content/aip/journal/jcp/116/1/10.1063/1.1421362). To use this method, [g_analyze](http://manual.gromacs.org/programs/gmx-analyze.html) of GROMACS package should be present in ``$PATH`` environment variable.\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "######## Average Rise values as a function of base-steps ########\n", "\n", "plt.title('Average Rise for each base-pairs')\n", "\n", "### Calculating Average Rise values for 5 to 56 base-steps DNA bound with protein\n", "bp, rise, error = pdna.get_mean_error([5, 56], 'rise', err_type='block', bp_range=True)\n", "\n", "# plot these values\n", "plt.errorbar(bp, rise, yerr=error, ecolor='k', elinewidth=1, color='k', lw=0, marker='o', mfc='k', mew=1, ms=4, label='bound DNA' )\n", "\n", "### Calculating Average Rise values for 5 to 56 base-steps DNA\n", "bp, rise, error = fdna.get_mean_error([5, 56], 'rise', err_type='block', bp_range=True)\n", "\n", "# plot these values\n", "plt.errorbar(bp, rise, yerr=error, ecolor='r', elinewidth=1, color='r', lw=0, marker='x', mfc='r', mew=1, ms=4, label='free DNA' )\n", "\n", "plt.ylabel('Rise ($\\AA$)')\n", "plt.xlabel('base-step number')\n", "plt.xlim(0,61)\n", "plt.legend()\n", "plt.show()\n", "\n", "######## Average Rise values as a function of DNA segments ########\n", "\n", "plt.title('Average Rise for DNA segments')\n", "\n", "### Calculating Average Rise values for 5 to 56 base-steps DNA bound with protein\n", "### DNA segments are assumed to made up of 4 base-steps (merge_bp=4)\n", "bp, rise, error = pdna.get_mean_error([5,56], 'rise', err_type='block', bp_range=True, merge_bp=4, merge_method='sum')\n", "\n", "# plot these values\n", "plt.errorbar(bp, rise,yerr=error, ecolor='k', elinewidth=1, color='k', lw=1, marker='o', mfc='k', mew=1, ms=4, label='bound DNA' )\n", "\n", "### Calculating Average Rise values for 5 to 56 base-steps DNA\n", "### DNA segments are assumed to made up of 5 base-steps (merge_bp=4)\n", "bp, rise, error = fdna.get_mean_error([5,56], 'rise', err_type='block', bp_range=True, merge_bp=4, merge_method='sum')\n", "\n", "# plot these values\n", "plt.errorbar(bp, rise, yerr=error, ecolor='r', elinewidth=1, color='r', lw=1, marker='x', mfc='r', mew=1, ms=4, label='free DNA' )\n", "\n", "plt.ylabel('Rise ( $\\AA$)')\n", "plt.xlabel('base-step number')\n", "plt.xlim(0,61)\n", "plt.ylim(13.0, 14.0)\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Deviation in parameters of bound DNA with respect to free DNA\n", "\n", "As discussed in the above section, average parameters with standard error can be calculated for both bound and free DNA. Additionally, deviation in bound DNA with respect to the free DNA could be calculated using function [dnaMD.localDeformationVsBPS(...)](http://do-x3dna.readthedocs.io/en/latest/dnaMD_api.html#dnaMD.dnaMD.localDeformationVsBPS) as shown in the following example.\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", 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", 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a2NjA2tpa47YlJSV49OhRlW2tra1hY2OjcdvS0lL1KixBELBs2TL07t0bLVq0QH5+fpVtK2NlZaUe7hAEAQ8ePNBK2yf/v+/cuTOsra1x4MAB+Pj4VNsW4O+IMobwO2LVqlUoKirC+PHjK73Wdf0d0aNHD5w4cQJbtmzBxx9/jOjoaISFheH999+Hk5NTlefNzs7GV199hXHjxqFFixZ6/x3x448/4sMPPwQAvPbaa1i8eDFee+21Stv+m75/RzytbY0JJqxLly7C5MmTyx1r06aN8O6771ba/tGjR0Jubq76kZmZKQCo8vHyyy+Xe729vX2Vbbt3716urYuLS5VtAwICyrX18vKqsq2vr2+5tr6+vlW29fLyKtc2ICCgyrYuLi7l2nbv3r3Ktvb29uXavvzyy9VetycNGzas2rb3799Xtx0zZky1bXNyctRtp06dWm3b9PR0ddt58+ZV2zYxMVHdNjw8vNq2p06dUrddtmxZtW0PHTqkbhsVFVVt2z179qjbbtq0qdq23333nbrtd999V23bTZs2qdvu2bOn2rZRUVHqtocOHaq27bJly9RtT506VW3b8PBwddvExMRq286bN0/dNj09vdq2U6dOVbfNycmptu2YMWPUbe/fv19t22HDhpX7Ga6uLX9HPH4Y2u+IBw8eCHZ2dtW21dXvCCcnJ2HNmjVCYWGhUfyOACDExMQIgmBcvyNyc3MFAEJubq7wNCY7NFZYWIizZ88iODi43PHg4GAcP3680tcsWbIEjo6O6kfz5s31EZWIiPRo06ZN1fZA6FJgYCCmTZuG9u3bIzk5WZQMmpBIJFi4cKHYMXRKIgimOa09KysLTZs2xR9//IHAwED18cWLF2PLli1ISUmp8JqCgoJy3X55eXlo3rw5srKyKh1DZrd35W016fZOT0/Hxo0bMW7cuEonw3Jo7DFTHxq7desW1q9fjwkTJqBhw4ZITk5Gly5dsHHjRowYMaLS8xrC0BgAREdH47XXXkNiYiJatGhRbVv+jnhMzKGxkpIS+Pj4oHPnzti0aVOVbXX5O+L8+fOYN28eDh48iKCgICxevBidOnUCACQkJEChUCAuLg7PP/+8Vn5H5OXlQaVSISsrC9nZ2cjJyUF2djauXbumfmRnZ1d57WxtbfHw4UOjGhrLy8uDo6MjcnNznzoHzOQLoePHj6Nr167q44sWLcI333yDv//++6nn0ORCUu2cO3cO/v7+OHv2LJ599lmx45BI/v1zMG7cOOzbtw/p6emaj/fr2e3bt9GoUSNs3boVo0aNEjsOPcW3336LkSNHIj4+Hh07dhQthyAI+PXXX/H2228jOTkZb775JhQKBSIjI3Hx4kX4+Phg6dKlGDJkSJXnKCwsVBc4165dq/Kf9+/fL/e6hg0bomnTpvDw8Cj3z2XLliEjI6NcoSyRSNC+fXuj205Ek89vk50s7eLiAktLS2RnZ5c7npOTA1dXV5FSEdHTZGdnY9u2bfjoo48MvggCAGdnZzzzzDM4duwYCyEDJwgCPvnkE/Tt21fUIgh4XGC8/PLLCA4Oxtdff4133nkH27ZtUz+flpaGoUOH4v3330eLFi0qLXBu3LhR7pxSqRRNmzZVFzcdO3asUPB4eHiU6/V7kpubG4YOHQqJRAJBENT/DA8P1+m1EJvJFkI2Njbw9/fHb7/9Vm7/mN9++80gNm0kosp98cUXsLGxwcSJE8WOUmMKhQJHjx4VOwY9xb59+3D+/HmsWrVK7ChqVlZWmDhxIlavXo3c3Fz18bJemcWLF8PCwgKurq7qYqZr164VenM8PDzg5OSkHiasjSFDhiAmJgbvvfceUlNT1b1ST9uDzdiZbCEEAHPmzMGoUaMQEBCArl27YsOGDcjIyMDkyZPFjmYwVCoV1q9fj0mTJj31lvJEuvbw4UOsWbMG48aNQ8OGDcWOU2MKhQLr16/HzZs34eLiInYcqsLSpUvx3HPP4YUXXhA7SgVpaWmVHpdKpbh//756/o+uDRkyBC1atIC/vz927NhhFlMWTHbVGAC8/vrr+Oyzz7Bw4UJ07NgRR48exS+//AIvLy+xoxkMMW+cFRsbi+HDhwMAhg8fjtjYWL1nIMPy888/4+7du5g5c6bYUTQSFBQEAPjjjz9ETkJVOX78OI4ePYp33323Tr0muiKTySrkkkgkaNOmjd6KIHNl0oUQAEydOhWXL19GQUEBzp49a5B/CZij2NhYDB06VP1XUNl4OIsh8/btt99i2LBhaNmypdhRNOLp6YlmzZpx3zED9sknn6BNmzYYOHCg2FEqFR4erp6XA0DU+Tnu7u4IDw83m1EClplmLDY2Fu+++y6Axz0yT1uhUJWy5ca3b9/GrVu3cOvWrUq/fvJYWQFUNg5e9gtg4cKFtcpAxuvJn8PMzExMmzZN5ESak0gk6iXPZHiSk5Px008/YdOmTepl7obGkObnuLu7IyIiQu/vKxaTXT6vDaa8fL6sR+bfqwN27dqFoKCgSouX6r6u7N4SFhYWcHZ2RqNGjdT/LPt69erVld6zwsbGptr7VJBp+ffPYZmYmBijK4jXrFmDWbNm4e7du1WuyiFxhIaG4sCBA7h06ZLBr0TkLUW0g8vn6akWLFhQ7sOn7J+vv/56pe0dHR3LFTRNmzZFu3btyhU3//7awcGhyr++Dhw4AKVSWeHGboWFhXj99dfx6aefarQfHBmnf/8cAjDankGFQoGioiKcOnUKPXr0EDsO/Z+MjAxs374dy5YtM/giiMTBQshMpaamVnp3WWtra8TExJQraJycnLQ+WS88PLzSHqnp06cjOjoabdq0wfz58/H222/zr2sTVtnPoSAIld753dA988wzcHR0RFxcHAshA7JixQo0aNAAEyZMEDtKjZjb/BxDYJiDpaRzVa1Q8PX1xYABAxAYGIg2bdqgcePGOlmxUDYeXrZjt4+PD2JjY7Fq1SqkpqZixowZWLx4Mdq0aYNdu3ZVuSUAGTeZTFbhmEQigVwuFyFN3VhaWiIwMJDzhAzIrVu3sHHjRkyfPh3169cXO06NlM3PYSGkPyyEzJQhrFAYMmQIduzYAQDYsWOHelJggwYNsHTpUiQlJaFTp04YPnw4unfvjvj4eL1lI/149dVXy31v7HeyDQoKwvHjx6vdG4v0JyoqSt3TTFQVFkJmqqoeGUO6g2jr1q3x448/4n//+x9u3rwJf39/TJo0qcJt5ck43b17Fxs2bICvr69B/xxqQqFQ4N69ezh//rzYUcxefn4+Vq1ahfHjx/Mml1QtFkJmrKoeGUMTHByMv/76C5999hm+++47+Pj44LPPPqt2h2cybIIgYMqUKcjLy8Mvv/yCnTt3AjDsn8Oa6Ny5M2xsbDg8ZgC+/PJL5ObmYu7cuWJHIQPHQoiMgrW1NWbMmIHU1FSMGDECc+fORfv27bFv3z6xo1EtbN++HTt37sTatWtN6k7vtra26Ny5MwshkRUVFSEyMhJvvPGGSf18kW6wEDJzYq9Q0PT9GzdujLVr1+Ls2bNwdXVFv379MGDAAFy8eFHHSUlb0tPTMXXqVLz55psYMWKE2HG0TqFQ4NixY5zgL6IdO3YgMzMT77zzjthRyAjwhorVMOUbKpoCQRAQExODefPmISsrC7NmzcJ///tf/rcyYMXFxejRoweuXbuGhIQEODo6AjCtm8jt2bMHAwYMwKVLl9CqVSux45id0tJStGvXDq1atcLPP/8sdhwSiSaf3+wRIqMlkUgwbNgwXLhwAR988AGioqIgk8mwadMmlJaW1vg8KpUKERERomw8a26WLFmCEydOYNu2beoiyNQEBgYCAIfHRLJnzx4kJyert20hehoWQmT07Ozs8MEHHyAlJQUvvvgi3nrrLXTp0gXHjx+v0etVKhUWLFjAQkjHTp48iQULFuA///kPunXrJnYcnXF2doafnx+OHTsmdhSzIwgCli5dCoVCYdI/Y6RdLITIZDRv3hzffvuten5Gt27d8Oabb+Lq1atiRzN79+7dw5tvvomAgAB88MEHFZ4Xe66atnEDVnHExcXhxIkT7A0ijbAQIpOjUChw6tQpfPnll/jtt98gl8uxaNEiPHr0SOxoZmvmzJnIzs7Gtm3bYG1tXeF5U7ubrkKhwN9//817XunZ0qVL4efnh5dfflnsKGREWAiRSbK0tMS4ceOQmpqKKVOmICIiAm3btkVsbCxX8+jZ7t27sWnTJqxevRqtW7cWO45eBAUFAUCNh2ep7s6fP49ffvkF8+fPr7B9EFF16lQIFRUVITMzEykpKbh9+7a2MhFpjaOjI5YvX47ExET4+vpi6NCh6NWrF5RKJQAgNjYWw4cPBwAMHz4csbGxYsY1OVevXsXEiRMxbNgwhIaGih1Hbzw9PdG8eXPOE9KjZcuWwcvLC6+//rrYUcjIaFwI3b9/H+vXr0ePHj3g6OiIFi1awNfXF40bN4aXlxcmTJiA06dP6yIrUa3J5XLs3bsXe/fuxbVr19CxY0f07dsXQ4cORVpaGgAgLS0NQ4cOZTGkJaWlpRg9ejTs7e2xfv16s/srnfOE9Cc9PR07d+7EvHnzKh16JaqORoXQypUr0aJFC2zcuBEvvvgiYmNjkZCQgJSUFJw4cQLh4eEoLi5G79690bdvX97kjgzOyy+/DKVSiU8//RS//fYbAKiHyso2oV24cKGYEU1GZGQkDh8+jK1bt8LZ2VnsOHqnUChw9uxZPHjwQOwoJi8yMhJOTk546623xI5CRkijGyq++uqr+PDDD9GuXbtq2xUUFOCrr76CjY0Nxo8fX+eQYuENFU2bra0tCgoKKj3+8OFDERKZjvj4eDz33HOYNWsWli1bJnYcUSiVSrRv3x4HDx5Ez549xY5jsnJycuDl5YX333+/0hWJZJ40+fzmnaWrwULItHXo0AFKpbLc5GmJRIL27dsjISFBvGBG7sGDB/D394etrS1OnjwJqVQqdiRRlJaWwtnZGXPnzuUHtA598MEHWLlyJTIyMsyy55Eqp8nnt5UmJy4uLsbOnTtx48YN+Pr6Ijg42OzG/cl0hIeHY+jQoervJRIJBEFAeHi4iKmM37x583D58mWcO3fObIsgALCwsEC3bt04T0iH7t27h6ioKEyaNIlFENWaRnOERowYgbi4OEgkEuzevRudOnVCamqqrrIR6dSQIUMQExODBg0aAAB8fHwQGxuLwYMHi5zMeO3Zswdr165FZGQk2rZtK3Yc0QUFBeH48eMoLi4WO4pJ2rBhA/Lz8zF79myxo5AR02horH379jh//rz6+3PnzmHOnDk4fPiwLrKJjkNj5iEsLAxffPEFzpw5A39/f7HjGK3s7Gy0b98eXbp0wc8//8zeYjy+03FQUJBJbCZraAoKCtCqVSv06dMHX3/9tdhxyMDobNPV+vXr49KlS+rvn332Wd4/iIyel5cXAODu3bviBjFigiBg7NixkEgk+Prrr1kE/Z+AgADY2NhweEwHtm/fDpVKhbffflvsKGTkNJojtH79eoSEhKBfv35o27YtLly4AE9PT11lI9KLsp/hK1euiJzEeH3xxRfYt28f9u7diyZNmogdx2DY2tqic+fOiIuLw4wZM8SOYzJKSkqwbNkyhISEcAiW6kyjHqF27dqphw+uXLkCb29vfPfdd7rKRqQXzZs3B8BCqLaSkpIwb948hIWFcY+nSgQFBak3AqbqqVQqREREQKVSVdvuxx9/REpKCubPn6+nZGTKuHy+GpwjZB7OnTsHf39/jBkzBps3bxY7jlEpKChAly5dUFxcjDNnzsDOzk7sSAZn7969eOWVV5CWlgZvb2+x4xi0sv8Xq5tTJQgCnnvuOdSrVw+HDh3Sc0IyFjpbPk9kitzd3eHt7Y3r16+LHcXovP/++/j7779x6tQpFkFVCAwMhEQiQVxcHAshLTh8+DBOnz6Nffv2iR2FTAR3nyez5+7ujn79+iEjI0PsKEblt99+w4oVK7BkyRJ06NBB7DgGy8nJCX5+fpwwrSVLly5Fx44dERwcLHYUMhEshIjweFPWtLQ0lJSUiB3FKNy6dQtjxozBSy+9hFmzZokdx+ApFAruRK8F586dw/79+zF//nyuTCStYSFEBEAmk6GwsJATpmtAEARMmDABBQUF2LJlCyws+GvkaRQKBVJSUnDjxg2xoxi1Tz75BK1atcKwYcPEjkImRKPfYJoOHVy7dk2j9kRikclkAICUlBSRkxi+r776Ct9//z2+/PJLeHh4iB3HKCgUCgDAH3/8IXIS45WWlobdu3fj7bffhpUVp7eS9mhUCHXu3BkTJkzAqVOnqmyTm5uLjRs3ws/PD7GxsXUOSKQPnp6ekEql3DLmKVJTUzFz5kyMHz+eW5FowNPTE56enpwnVAfLly9H48aNERoaKnYUMjEaldUXLlzA4sWL0bdvX1hbWyMgIAAeHh6wtbXFnTt3kJycjKSkJAQEBODTTz9Fv379dJWbSKssLCzg4+PDQqgaRUVFGDlyJDw8PLBy5Uqx4xgdzhOqPZVKhU2bNiEiIgK2trZixyETo1GPkLOzM5YvX46srCysXbsWMpkMN2/exMWLFwEAI0eOxNmzZ/HHH3+wCCKjI5fLOTRWjYiICCQkJODbb79F/fr1xY5jdBQKBc6dO4f8/Hyxoxidzz//HFKpFFOmTBE7CpmgWg202traYsiQIRgyZIi28xCJRiaTYdu2bWLHMEhHjx7FkiVL8NFHH6Fz585ixzFKQUFBKC4uxqlTp9CzZ0+x4xiN3NxcrF27FlOmTEHDhg3FjkMmiMs9iP6PXC5HZmYm/2L/l7t372LUqFHo1q0b3n33XbHjGC1fX180bNiQw2MaWrduHR49esTbNJDOsBAi+j9lK8fS0tJETmJYpk6dirt372Lbtm2wtLQUO47RsrCwQLdu3ThhWgOPHj3CypUrERoaCnd3d7HjkIliIUT0f+RyOQAuoX/S9u3bsWPHDqxduxZeXl5ixzF6CoUCJ06cQHFxsdhRjMKWLVuQk5ODefPmiR2FTBgLIaL/4+zsjEaNGnHl2P9JT0/H1KlTMXLkSLzxxhtixzEJQUFBuH//Ps6fPy92FINXUlKCTz/9FMOGDYOPj4/YcciEsRAieoK5rhxTqVSIiIiASqUCABQXF2PUqFFwcnLCF198IXI60xEQEACpVMp5QjUQExODS5cuYf78+WJHIRPHQojoCTKZzCx7hFQqFRYsWKAuhJYuXYoTJ05g27ZtcHR0FDmd6ZBKpejcuTPnCT2FIAhYunQpevfuDX9/f7HjkInTaPn8nDlzatx2xYoVGochEptcLsf3338PQRDMdlPHP//8ExEREXj//ffVW0OQ9igUCmzevNmsf8ae5uTJk4iPj8fvv/8udhQyAxoVQvHx8brKQWQQZDIZcnNzcePGDTRp0kTsOHqXn5+PsWPHwt/fHx9++KHYcUxSUFAQli5dikuXLqF169ZixzFIW7ZsQUBAAF588UWxo5AZ0KgQOnTokK5yEBmEJ1eOmWMhFBkZiezsbOzbtw/W1tZixzFJXbt2hUQiQVxcHAuhJ8TGxqrvU3X69GnMmzePPWakFzoZGpNIJIiMjKxVICIxeXt7QyKRIDU1FUFBQWLH0YsnP4B+/PFHTJ06lR/QOuTk5AQ/Pz/ExcVxA9H/Exsbi6FDh5YrfJYvX46uXbtyBwPSOZ0MjbGKJ2Nla2sLLy8vs1k5VtkH0Jo1a9CrVy9+AOlQUFAQDhw4IHYMg7FgwQJIJBIIgqA+JpFIsHDhQv4cks5JhCd/8qicvLw8ODo6Ijc3Fw4ODmLHIT3p27cvbG1t8cMPP4gdRec6dOgApVJZ4QOoffv2SEhIEC+YiduxYwfeeOMNXL9+3SyHYP/Nzs4Ojx49qnDc1tYWDx8+FCERGTtNPr+5fJ7oX8xpCX1qair+/beQIAhm0yMmlrLVeH/88YfISQyDTCarMJIgkUjUc/aIdKlOhdDdu3cRGRmJ8ePHY8KECVixYgVyc3O1lY1IFHK5HGlpaWaxDQI/gMTRvHlzeHp68n5C/yc8PLxCr6QgCAgPDxcxFZmLWhdCZ86cgbe3N1auXInbt2/j5s2bWLlyJby9vXHu3DltZiTSK5lMhqKiIly5ckXsKDrHDyDxBAUF8Q7T/2fIkCEICQmBhcXjjyQfHx/ExsZi8ODBIicjc1DrQmj27NkYOHAgLl++jNjYWHz//fdIT0/HK6+8glmzZmkxIpF+mdPmq0OGDEGPHj0glUoB8ANInxQKBc6dO4f8/Hyxo4hOEAScP38egwYNAvB4DhV/Bklf6tQjNH/+fFhZ/f+FZ1ZWVnjnnXdw5swZrYQjEkOzZs1gZ2dnNvOE8vLy0LdvXwD8ANInhUKBkpIS/Pnnn2JHEV18fDz++ecfvPTSS2JHITNU60LIwcEBGRkZFY5nZmaiQYMGdQr1NIsWLUJgYCDs7e3RsGHDSttkZGRgwIABqFevHlxcXDBjxgwUFhbqNBeZBgsLC/j4+JhFj1BJSQmSk5N53yAR+Pr6wsnJifOEAERHR6NRo0YICAgQOwqZoVoXQq+//jrGjRuHXbt2ITMzE1evXsXOnTsxfvx4jBgxQpsZKygsLMSrr76KKVOmVPp8SUkJ+vfvj/z8fMTFxWHnzp2IiYnB3LlzdZqLTIe5rBy7dOkSHj16BG9vb7GjmB0LCwt069bN7OcJCYKA6OhoDB48uNwIA5G+1Pqnbvny5ZBIJBg9erR6dY21tTWmTJmCpUuXai1gZRYsWAAA2Lx5c6XP79+/H8nJycjMzISHhweAx1sHhIaGYtGiRVXeU6CgoAAFBQXq7/Py8rQbnIyGXC6v8ufLlCiVSgBgj5BIFAoFPvroIxQXF5ttEZCQkIBLly5hzZo1YkchM1XrHiEbGxt8/vnnuHPnDhISEhAfH4/bt29j5cqV6omXYjlx4gT8/PzURRAA9OnTBwUFBTh79myVr1uyZAkcHR3Vj+bNm+sjLhkgmUyGa9eu4f79+2JH0anExES4uLjA2dlZ7ChmSaFQID8/H3/99RdUKhUiIiKgUqnEjqVX0dHRcHZ2Rs+ePcWOQmaqzjdUtLe3R7t27dC+fXvY29sDAK5du1bnYHWRnZ0NV1fXcsecnJxgY2OD7OzsKl/33nvvITc3V/3IzMzUdVQyUGUrxy5evChyEt1SKpVo164dPDw8EB4eDnd3d7EjmZWAgABIpVIcO3YMKpUKCxYsMKtC6MlhMW7yS2LR6p2ls7OzMX369Fp1s0dEREAikVT70GQ1WmX7nQmCUO0+aFKpFA4ODuUeZJ58fHwAwOTnCZUVQu7u7oiIiGAhpGdSqRRdunQx2wnT58+fR1paGoYNGyZ2FDJjGhdCd+/exciRI9G4cWN4eHhg1apVKC0txYcffohWrVrh5MmT+PrrrzUOEhYWhgsXLlT78PPzq9G53NzcKvT83LlzB0VFRRV6iogq4+zsDBcXF5NeOfbw4UOkpaXV+P8r0g2FQoG4uLgKW52Yg+joaDg5OaFXr15iRyEzpvHsvPfffx9Hjx7FmDFjsG/fPsyePRv79u3Do0eP8Ouvv6J79+61CuLi4gIXF5davfbfunbtikWLFkGlUqn/wt2/fz+kUin8/f218h5k+uRyuUn3CF24cAGlpaVo166d2FHMWlBQEJYsWYKrV6+KHUWvyobFQkJCOCxGotK4R2jv3r3YtGkTli9fjp9++gmCIEAmk+HgwYO1LoI0lZGRgYSEBGRkZKCkpAQJCQlISEhQT2wNDg6Gr68vRo0ahfj4eBw4cADz5s3DhAkTONxFNSaTyUy6RygxMREA8Mwzz4icxLx17doVEokE8fHxYkfRK6VSidTUVLz66qtiRyEzp3EhlJWVBV9fXwBAq1atYGtri/Hjx2s9WHU+/PBDdOrUCeHh4bh//z46deqETp06qecQWVpaYu/evbC1tUW3bt3w2muvISQkBMuXL9drTjJuZT1CpjpkoVQq0aJFC53fAJWq17BhQ7Rr1w4JCQliR9Gr6OhoNGzYkMNiJDqNh8ZKS0vLdWNaWlqiXr16Wg31NJs3b37qPV48PT2xZ88e/QQikySTyZCXl4ecnByTnFuWmJjI+UEGQqFQYO/evWLH0Jsnh8VsbGzEjkNmTuNCSBAEhIaGqu8V9OjRI0yePLlCMRQbG6udhEQieXLzVVMshJRKJUaPHi12DMLjeULmdEPBxMREpKSkYMWKFWJHIdJ8aGzMmDFo0qSJ+qaDb775Jjw8PMrdiNDR0VEXWYn0ytvbGxYWFiY5YfrOnTu4du0aJ0obiHv37qm/Hj58uMn/Ibl79244Ojpyk1UyCBr3CG3atEkXOYgMjlQqRYsWLUxywnTZRGkOjYkvNjYWEydOVH+flpaGoUOHIiYmBkOGDBExme5ER0dj0KBBHBYjg6DVGyoSmRpT3XxVqVTCyspKPfxH4lmwYEG5G72W3fh14cKFIqbSnaSkJFy4cIGrxchgsBAiqoZcLjfZHiG5XM6/yA1AZSsTBUEwyZ874HFvkIODA3r37i12FCIALISIqiWTyXDp0iUUFxeLHUWryrbWIPHJZLIKW/9IJBKT7a0rGxarbHNud3d37nlHesdCiKgacrkcxcXFSE9PFzuK1giCgMTERBZCBiI8PLzCPoiCICA8PFzEVLqRnJyM5OTkKofFuOcdiYGFEFE1ZDIZANPafPXatWu4e/cuJ0obiCFDhiAmJka90S8ATJ06FYMHDxYxlW6UDYsFBweLHYVITeNVY086cOAADhw4gJycHJSWlpZ7rjYbrxIZmqZNm8Le3h4pKSno37+/2HG0QqlUAgB7hAzIkCFD0KJFC/j7+yMoKAjHjx+v0EtkCqKjozFw4MBKh8WIxFLrHqEFCxYgODgYBw4cwM2bN3Hnzp1yDyJTYGFhAR8fH5PqEUpMTES9evXg5eUldhSqxGuvvYaEhAQcP35c7ChadeHCBSQlJXG1GBmcWvcIrVu3Dps3b8aoUaO0mYfI4Jja5qtKpRJ+fn6wsODIuCF6/vnn4ePjg6ioKHTr1k3sOFqze/duNGjQgMNiZHBq/ZuwsLAQgYGB2sxCZJDKNl81FdxjzLBZWFhg2rRp2L17N1QqldhxtCY6OhoDBgyAra2t2FGIyql1ITR+/Hh8++232sxCZJBkMhmysrJw//59saPUWXFxMZKTkzk/yMCNGTMGUqkUGzZsEDuKVqSkpECpVHJYjAxSrYfGHj16hA0bNuD3339H+/bty+1ID4Cb6ZHJKLufS2pqKp599lmR09RNWloaCgoKWAgZuIYNG2LUqFFYt24d3nvvPaO/8WV0dDTq16+PPn36iB2FqIJa9widP38eHTt2hIWFBRITExEfH69+JCQkaDEikbhMaQk99xgzHtOmTUN2dja+//57saPUWdmwmJ2dndhRiCqodY/QoUOHtJmDyGA1bNgQTZo0MYkJ00qlEk2aNEGTJk3EjkJP4efnhx49eiAqKgqvv/662HFqLTU1FefPn0dERITYUYgqxWUjRDVgKpuvcqK0cQkLC0NcXJxR97KXDYv17dtX7ChEldKoR2jOnDn46KOPUK9ePcyZM6fatpwjRKZELpcb9YdRGaVSiZdfflnsGFSJyvbZGjRoEJo1a4YvvvgCGzduFDFd7UVHR+OVV17hsBgZLI0Kofj4eBQVFam/roqp3Q2VSCaT4bvvvjPqu/0+fPgQaWlpnChtoMr22XqSlZUVJk+ejEWLFuGTTz6Bs7OzOOFq6eLFi/jrr7/w4Ycfih2FqEoaFUJPzgviHCEyJ3K5HPfu3UN2drbRbgiZnJwMQRA4NGZkJkyYgIULF2LTpk2YO3eu2HE0snv3btjb23NYjAwa5wgR1YAprBwr22PsmWeeETkJaaJJkyZ47bXXsGbNGpSUlIgdRyNlw2L29vZiRyGqEgshohrw9vaGhYWFUa8cS0xMRMuWLVG/fn2xo5CGwsLC8M8//2Dfvn1iR6mxS5cuIT4+njdRJIPHQoioBmxsbNCyZUuj7xHi/CDj1KVLFwQEBCAqKkrsKDUWHR0Ne3t7Ts4ng8dCiKiG5HK50fcIcX6QcZJIJAgLC8O+fftw8eJFsePUSHR0NPr3789hMTJ4LISIasiY7yV0+/ZtZGVlsUfIiL3++uto1KgR1qxZI3aUp/rnn39w7tw5DouRUaj1naUB4MCBAzhw4ABycnJQWlpa7rmvv/66TsGIDI1MJkNUVBSKiooq7K1n6Mq21mAhZLxsbW0xYcIErF27Fh999JFBz/WKjo6GnZ0dh8XIKNS6R2jBggUIDg7GgQMHcPPmTdy5c6fcg8jUyOVyFBcXIz09XewoGlMqlbC2tlavfiPjNHnyZNy7dw/bt28XO0q1du/ejf79+6NevXpiRyF6qlr3CK1btw6bN2/GqFGjtJmHyGA9uYTe2AoKpVKJNm3aGF1PFpXn5eWFgQMHIioqChMnTjTIm3ump6fjzJkzmDdvnthRiGqk1j1ChYWFCAwM1GYWIoPWtGlT2NvbG+WEaU6UNh1hYWFITEzE0aNHxY5Sqd27d8PW1hb9+/cXOwpRjdS6EBo/fjy+/fZbbWYhMmgSicQoJ0wLgoDExETODzIRL774Itq0aWOwS+mjo6Px8ssvG/QcJqIn1Xpo7NGjR9iwYQN+//13tG/fvkKXOzddJVNkjEvor169itzcXBZCJqJsKf3MmTNx9epVNGvWTOxIapcvX8bp06efuik3kSGpdY/Q+fPn0bFjR1hYWCAxMRHx8fHqhyns0k1UGWPsESrbWoNDY6Zj9OjRsLe3x/r168WOUk7ZsNgrr7widhSiGqt1jxA3XSVzJJfLoVKpkJeXBwcHB7Hj1EhiYiLq168PLy8vsaOQljRo0ABjxozBhg0b8N///hdSqVTsSAAeD4v169ePw2JkVOp0Q8W7d+8iMjIS48ePx4QJE7By5Urk5uZqKxuRwSlbLWYsd/cFHvcI+fn5GeQKI6q9adOmIScnB7t37xY7CgDgypUrOHXqFG+iSEan1oXQmTNn4O3tjZUrV+L27du4efMmVqxYAW9vb5w7d06bGYkMRlkhZEzzhLjHmGlq06YNXnrpJYOZNB0TEwOpVMphMTI6tS6EZs+ejYEDB+Ly5cuIjY3F999/j/T0dLzyyiuYNWuWFiMSGQ5HR0e4uroazTyh4uJiXLhwgfODTFRYWBhOnjyJM2fOiB1FPSzWoEEDsaMQaaROPULz58+HldX/n2ZkZWWFd955xyD+pyTSFWNaOXbx4kUUFhayR8hEvfLKK/D09MQXX3whao7MzEycPHkSw4YNEzUHUW3UuhBycHBARkZGheOZmZn8i4BMmjGtHCvbY4w9QqbJ0tISU6dOxY4dO3Dz5k3RcuzevRtSqRQDBgwQLQNRbdW6EHr99dcxbtw47Nq1C5mZmbh69Sp27tyJ8ePHY8SIEdrMSGRQ5HI5UlNTIQiC2FGeSqlUwtXVFY0bNxY7CunIuHHjAABfffWVaBmio6PRp08fo1lJSfSkWi+fX758OSQSCUaPHo3i4mIAgLW1NaZMmYKlS5dqLSCRoZHJZLh//z5UKhU8PDzEjlMtTpQ2fS4uLhgxYgTWrFmDefPmwdLSUq/vn5mZiRMnTuCbb77R6/sSaUute4RsbGzw+eef486dO0hISEB8fDxu376NlStXGsw9LYh0wZhWjnGPMfMQFhaGjIwM7NmzR+/vHRMTAxsbGw6LkdGq032EAMDe3h7t2rVD+/btYW9vr41MRAatVatWsLS0NPh5Qvn5+bh06RJ7hMyAv78/nn/+eVGW0pcNizk6Our9vYm0QaOhsTlz5uCjjz5CvXr1nrqXDPcaI1NlY2ODli1bGnwhdOHCBQiCwELITISFheHNN9/EhQsX0LZtW72857Vr13D8+HFs3bpVL+9HpAsaFULx8fEoKipSf10V3sGWTJ0xLKFXKpWQSCTw9fUVOwrpwbBhwzBnzhysWbMGq1ev1st7xsTEwNraGgMHDtTL+xHpgkaF0JP7i3GvMTJnMplMlPkYmkhMTESrVq1Qr149saOQHkilUkycOBGfffYZFi1apJcVXNHR0QgODuawGBm1Ws8RysjIqHL5cGX3FyIyJXK5HP/88w8KCwvFjlKlsj3GyHxMmjQJDx8+1MsKrqysLPzxxx/cW4yMXq0LoZYtW+LGjRsVjt+6dQstW7asUygiQyeTyVBSUoL09HSxo1SJS+fNT7NmzTB48GBERUXp/D5XMTExsLKywqBBg3T6PkS6VutCSBCESucC3b9/H7a2tnUKRWTo5HI5AMNdQn/z5k1kZ2ezR8gMhYWF4e+//8bBgwd1+j7R0dHo3bs3GjZsqNP3IdI1jW+oWLZaTCKR4IMPPii3ZL6kpAR//vknOnbsqLWARIbI3d0d9evXN9iVY2Vba7BHyPy88MIL8PPzQ1RUFHr16qWT91CpVIiLi8PXX3+tk/MT6ZPGhVDZajFBEKBUKmFjY6N+zsbGBh06dMC8efO0l5DIAEkkEshkMoPtEUpMTISNjQ18fHzEjkJ6JpFIEBYWhqlTp+LKlSvw8vLS+ntwWIxMicaFUNlqsbFjx+Lzzz/n3jJktgx581WlUok2bdrA2tpa7CgkgpEjR2L+/PlYt24dlixZovXz7969Gy+99BKcnJy0fm4ifav1XmObNm0CACQnJyMjI6PC6hneV4JMnVwuN9jbSCQmJnJYzIzVr18fY8eOxcaNGxEeHq7VeZvZ2dk4evSoqJu8EmlTrQuh9PR0hISEqG/aVrZCoWwCdUlJiXYSEhkomUyG69evIzc316DuoyIIAhITE7n3k5mbOnUqPvvsM+zatQtjxozR2nljY2NhaWnJYTEyGbVeNTZjxgy0bNkS169fh729PZKSknD06FEEBATg8OHDWoxIZJjKVo4Z2vBYRkYG8vLy2CNk5nx8fNC3b1+sXr1aq0vpo6Oj0atXLzg7O2vtnERiqnUhdOLECSxcuBCNGzeGhYUFLCwsoFAosGTJEsyYMUObGcu5fPkyxo0bh5YtW8LOzg7e3t4IDw+vMDSXkZGBAQMGoF69enBxccGMGTMM+uZ3ZHzKJiIbWiHEFWNUJiwsDGfPnsWpU6e0cr7r16/j6NGjvIkimZRaD42VlJSgfv36AAAXFxdkZWVBLpfDy8tLpytp/v77b5SWlmL9+vVo3bo1EhMTMWHCBOTn52P58uXqbP3790fjxo0RFxeHW7duYcyYMRAEQW978JDpc3BwgJubm8GtHFMqlXBwcEDz5s3FjkIi69u3L1q1aoWoqCg899xzdT5fbGwsJBIJQkJC6h6OyEDUuhDy8/PD+fPn0apVKzz33HNYtmwZbGxssGHDBrRq1UqbGcvp27cv+vbtq/6+VatWSElJwdq1a9WF0P79+5GcnIzMzEx4eHgAACIjIxEaGqq3PXjIPMjlcoPsEfLz8+PmxwRLS0tMnToV77//PpYvXw5XV9c6na9sWKxRo0ZaSkgkvloPjf33v/9FaWkpAODjjz/GlStXEBQUhF9++QWrVq3SWsCayM3NLTdefeLECfj5+amLIADo06cPCgoKcPbs2SrPU1BQgLy8vHIPouoY4hJ67jFGTxo7diwsLS3x5Zdf1uk8OTk5OHLkCIfFyOTUuhDq06cPhgwZAuBxr0xycjJu3ryJnJwcvPjii1oL+DSXLl3C6tWrMXnyZPWx7OzsCn/5ODk5wcbGBtnZ2VWea8mSJXB0dFQ/OLRAT1PWI6TrfZ1qqqioCBcuXOD8IFJzdnbGyJEjsW7dOhQXF9f6PN9//z2Hxcgk1boQqoyzs3Otu+MjIiIgkUiqfZw5c6bca7KystC3b1+8+uqrGD9+fLnnKstR1f5oZd577z3k5uaqH5mZmbX6dyHzIZPJkJ+fj6ysLLGjAAAuXryIoqIi9ghROdOmTcPVq1fx008/1foc0dHRePHFF+Hi4qLFZETi02iO0Jw5c/DRRx+hXr166j3HqrJixQqNgoSFhWH48OHVtmnRooX666ysLPTs2RNdu3bFhg0byrVzc3PDn3/+We7YnTt3UFRUVO0YuVQqhVQq1Sg3mbcnN19t2rSpyGkeD4sBXDFG5XXs2BEKhQJRUVHqnnxN3LhxA4cOHcK6det0kI5IXBoVQvHx8SgqKlJ/XZXa9Aq5uLjU+C+Na9euoWfPnvD398emTZtgYVG+Y6tr165YtGgRVCoV3N3dATyeQC2VSuHv769xNqKqtGzZElZWVkhNTdXrkHBVEhMT4e7uzsmsVEHZH5tJSUl45plnNHoth8XIlEkEQ5ncUENZWVno3r07PD09sXXrVlhaWqqfc3NzA/B4+XzHjh3h6uqKTz/9FLdv30ZoaChCQkI0Wj6fl5cHR0dH5ObmcqUZVUkul+Pll1/GypUrxY6CkJAQPHjwAPv37xc7ChmYwsJCtGjRAiEhIVizZo1Gr+3duzcEQcDvv/+uo3RE2qXJ53et5wiNHTsWBw4c0Psk0f379yMtLQ0HDx5Es2bN4O7urn6UsbS0xN69e2Fra4tu3brhtddeQ0hIiHp5PZE2GdLKMe4xRlWxsbHBpEmTsHXrVuTm5tb4dTdv3sShQ4e4WoxMVq0LoVu3bqF///5o1qwZ5s6di4SEBC3GqlpoaCgEQaj08SRPT0/s2bMHDx48wK1bt7B69WrO/yGdkMvlBnFTxfz8fPzzzz+cKE1VmjhxIgoKCrBly5Yav+b777+HIAgYPHiwDpMRiafWhdBPP/2E7OxshIeH4+zZs/D394evry8WL16My5cvazEikWGTyWRIT08XfQuXpKQkCILAHiGqkru7O4YNG4YvvvhCfR+4p4mOjkaPHj3QpEkTHacjEkedls83bNgQEydOxOHDh3HlyhWMHTsW33zzDVq3bq2tfEQGTy6Xo7S0FJcuXRI1R2JiIiQSCXx9fUXNQYYtLCwMqampNZrvc+vWLRw8eJDDYmTStHIfoaKiIpw5cwZ//vknLl++XOfbuBMZE5lMBkD8zVeVSiW8vb1hb28vag4ybIGBgejYsSOioqKe2vaHH36AIAi1WnJPZCzqVAgdOnQIEyZMgKurK8aMGYMGDRrg559/5o0Iyay4ubmhQYMGos8T4kRpqgmJRIKwsDDs2bMH6enp1baNjo5G9+7dOSxGJq3WhVCzZs3w8ssv48aNG1i/fj2uX7+OTZs24aWXXqpwXx8iUyaRSAxi5Rj3GKOaGjFiBBo2bIi1a9eWO65SqRAREQGVSoXbt2/jwIEDGDZsmEgpifSj1hXLhx9+iKysLPzwww949dVXYWtrq81cREZFJpOJ2iN048YNXL9+nT1CVCP29vYYN24cvvzySzx48EB9XKVSYcGCBVCpVPjhhx9QUlLCYTEyebUuhCZOnAgnJydtZiEyWmWbr4olMTERANgjRDU2ZcoU3L17Fzt37qz0+ejoaLzwwgvqG9USmao6jWEdO3YMb775Jrp27Ypr164BAL755hvExcVpJRyRsZDJZMjJycHdu3dFeX+lUgmpVAofHx9R3p+MT6tWrdC/f3+sXr26wn3YcnNz8fvvv3O1GJmFWhdCMTEx6NOnD+zs7BAfH4+CggIAwL1797B48WKtBSQyBmWbr4rVK5SYmIi2bdvCykqj7QPJzIWFhSEhIQEnTpwod/zIkSMoKSnB0KFDRUpGpD+1LoQ+/vhjrFu3Dhs3boS1tbX6eGBgIM6dO6eVcETGoqwnRqxCiBOlqTZ69+4NHx+fCkvpf//9dwQFBXFYjMxCrQuhlJQUvPDCCxWOOzg4iDY8QCSWBg0awMPDQ5QJ04IgcOk81YqFhQWmTZuG6OhoqFQq9fE///yTw2JkNmpdCLm7uyMtLa3C8bi4OLRq1apOoYiMkVhL6K9cuYL79++zR4hqZcyYMZBKpdi4caP6GIfFyJzUuhCaNGkSZs6ciT///BMSiQRZWVnYvn075s2bh6lTp2ozI5FREGvzVaVSCQDsEaJaadiwIUaNGoV169ahqKgIANCxY0e4u7uLnIxIP2pdCL3zzjsICQlBz549cf/+fbzwwgsYP348Jk2ahLCwMG1mJDIKMpkMFy9erPFmltqSmJgIR0dHNGvWTK/vS6Zj2rRpUKlUGDhwIADg6tWriI2NFTkVkX7Uafn8okWLcPPmTZw6dQonT57EjRs38NFHH2krG5FRkcvlePDggfpWEvpSNlFaIpHo9X3JdJQN6ebk5AAAbt68iaFDh7IYIrNQq0KotLQUX3/9NV555RV06dIFY8eOxccff4zY2NgK96MgMhdibb7KidJUVwsWLChXSAuCAIlEgoULF4qYikg/NC6EBEHAwIEDMX78eFy7dg3t2rXDM888gytXriA0NBSDBw/WRU4ig9eyZUtYWVnpdZ5QUVER/v77b06UpjpJTU2t8EesIAiibyRMpA8a331t8+bNOHr0KA4cOICePXuWe+7gwYMICQnB1q1bMXr0aK2FJDIGVlZW8Pb21muPUGpqKoqKitgjRHUik8mgVCrLFUMSiUR9o1AiU6Zxj9COHTvw/vvvVyiCAODFF1/Eu+++i+3bt2slHJGx0ffmq2UrxtgjRHURHh6uHg4DHhdBgiAgPDxc5GREuqdxIXT+/Hn07du3yuf79euHv/76q06hiIyVvjdfVSqV8PDwgLOzs97ek0zPkCFDEBMTo75Duo+PD2JjYznVgcyCxkNjt2/fhqura5XPu7q64s6dO3UKRWSsZDIZLl++jIKCAkilUp2/HydKk7YMGTIELVq0gL+/P3bs2IFnn31W7EhEeqFxj1BJSUm1GztaWlqiuLi4TqGIjJVcLkdpaSkuXbqkl/fjHmNERHWjcY+QIAgIDQ2t8q/dsl3oiczRk0vofX19dfpe9+/fR3p6OnuEiIjqQONCaMyYMU9twxVjZK5cXV3h4OCglwnTSUlJADhRmoioLjQuhDZt2qSLHEQmQSKR6G3z1cTERFhYWOi854mIyJTVaYsNIqpIX5uvKpVKtG7dGnZ2djp/LyIiU8VCiEjL9NUjxInSRER1x0KISMvkcjlu3Lih89tIcOk8EVHdsRAi0jJ9bL6ak5ODnJwc9ggREdURCyEiLSu7O68u5wklJiYCAHuESKvc3d0RHh4Od3d3saMQ6Y3Gq8aIqHr169dH06ZNddojpFQqIZVK4e3trbP3IPPj7u6OiIgIsWMQ6RV7hIh0QNcrx5RKJXx9fau9yzsRET0dCyEiHdD1yjFOlCYi0g4WQkQ6IJPJcPHiRZSWlmr93KWlpUhMTOREaSIiLWAhRKQDcrkcDx8+xNWrV7V+7itXriA/P589QkREWsBCiEgHypbQ62KekFKpBMA9xoiItIGFEJEOtGjRAtbW1jqZJ5SYmIiGDRuiadOmWj83EZG5YSFEpANWVlbw9vbWSSGkVCrRrl07SCQSrZ+biMjcsBAi0hFdLaHnHmNERNrDQohIR3SxhL6wsBApKSmcKE1EpCUshIh0RC6X4/Lly3j06JHWzpmSkoLi4mL2CBERaQkLISIdkclkEAQBly5d0to5y/YYYyFERKQdLISIdEQulwPQ7hJ6pVKJpk2bwsnJSWvnJCIyZyyEiHSkcePGcHR01Oo8IW6tQUSkXSyEiHREIpFofeVY2dJ5IiLSDhZCRDqkzZVj9+7dw+XLlzk/iIhIi1gIEemQNnuEkpKSAIA9QkREWsRCiEiHZDIZbt26hVu3btX5XEqlEhYWFmjTpo0WkhEREcBCiEinyjZf1cbwWGJiInx8fGBnZ1fncxER0WMshIh0yMfHB4B2CiFOlCYi0j4WQkQ6VK9ePTRr1qzO84QEQeAeY0REOsBCiEjH5HJ5nXuEcnJycPPmTfYIERFpGQshIh3TxhJ6pVIJgFtrEBFpGwshIh2Ty+W4ePEiSktLa32OxMRE2NrawtvbW4vJiIjIKAuhgQMHwtPTE7a2tnB3d8eoUaOQlZVVrk1GRgYGDBiAevXqwcXFBTNmzEBhYaFIicmcyWQyPHr0CJmZmbU+h1KphK+vLywtLbWYjIiIjLIQ6tmzJ7777jukpKQgJiYGly5dwrBhw9TPl5SUoH///sjPz0dcXBx27tyJmJgYzJ07V8TUZK60sfkq9xgjItINK7ED1Mbs2bPVX3t5eeHdd99FSEgIioqKYG1tjf379yM5ORmZmZnw8PAAAERGRiI0NBSLFi2Cg4ODWNHJDHl5ecHGxgapqakIDg7W+PWlpaVISkrCa6+9poN0RETmzSh7hJ50+/ZtbN++HYGBgbC2tgYAnDhxAn5+fuoiCAD69OmDgoICnD17tspzFRQUIC8vr9yDqK4sLS3RunXrWvcIpaenIz8/nxOliYh0wGgLofnz56NevXpo1KgRMjIy8OOPP6qfy87Ohqura7n2Tk5OsLGxQXZ2dpXnXLJkCRwdHdWP5s2b6yw/mZe6rBxLTEwEwD3GiIh0wWAKoYiICEgkkmofZ86cUbd/++23ER8fj/3798PS0hKjR4+GIAjq5yUSSYX3EASh0uNl3nvvPeTm5qofdZncSvSkumy+qlQq4eTkBHd3dy2nIiIig5kjFBYWhuHDh1fbpkWLFuqvXVxc4OLiAplMhrZt26J58+Y4efIkunbtCjc3N/z555/lXnvnzh0UFRVV6Cl6klQqhVQqrdO/B1FlZDIZMjIy8PDhQ433CiubKF1dEU9ERLVjMIVQWWFTG2U9QQUFBQCArl27YtGiRVCpVOq/ovfv3w+pVAp/f3/tBCbSgFwuhyAISEtL03iIS6lUomfPnjpKRkRk3gxmaKymTp06haioKCQkJODKlSs4dOgQ3njjDXh7e6Nr164AgODgYPj6+mLUqFGIj4/HgQMHMG/ePEyYMIErxkgUtd2FvqCgAKmpqZwoTUSkI0ZXCNnZ2SE2Nha9evWCXC7HW2+9BT8/Pxw5ckQ9rGVpaYm9e/fC1tYW3bp1w2uvvYaQkBAsX75c5PRkrlxcXNCwYUON5wmlpKSguLiYE6WJiHTEYIbGaqpdu3Y4ePDgU9t5enpiz549ekhE9HQSiaRWm6+W7TH2zDPP6CIWEZHZM7oeISJjJZPJNO4RSkxMRPPmzdGwYUPdhCIiMnMshIj0pLY9QpwfRESkOyyEiPREJpPh9u3buHXrVo1fwz3GiIh0i4UQkZ5ouvlqXl4erly5wkKIiEiHWAgR6Unr1q0B1HwJfVJSEgBwaIyISIdYCBHpib29PTw9PWvcI6RUKmFpaYk2bdroOBkRkfliIUSkR5psvqpUKuHj4wNbW1sdpyIiMl8shIj0SJPNVzlRmohI91gIEemRTCZDWloaSkpKqm0nCAKUSiULISIiHWMhRKRHcrkcBQUFyMjIqLbd9evXcevWLU6UJiLSMRZCRHpU081Xy7bWYI8QEZFusRAi0iNPT09IpdKnzhNSKpWws7NDy5Yt9ZSMiMg8sRAi0iNLS0u0bt36qT1CiYmJeOaZZ2BpaamnZERE5omFEJGe1WTzVe4xRkSkHyyEiPTsaZuvlpaWIikpifODiIj0gIUQkZ7JZDJkZGTgwYMHlT7/zz//4OHDhyyEiIj0gIUQkZ6Vbb6alpZW6fOJiYkAuMcYEZE+sBAi0rOnLaFXKpVo1KgR3Nzc9BmLiMgssRAi0jMXFxc4OztXOWG6bKK0RCLRczIiIvPDQohIBNVtvso9xoiI9IeFEJEIqtp8taCgAKmpqSyEiIj0hIUQkQjK7iUkCEK543///TdKSko4UZqISE9YCBGJQC6X4+7du7h582a542V7jLEQIiLSDxZCRCKoauVYYmIiPD094eDgIEYsIiKzw0KISAStW7eGRCKpME9IqVRyfhARkR6xECISgZ2dHTw9PZGamgqVSoWIiAioVCruMUZEpGcshIhEUrZyTKVSYcGCBUhNTUVmZiZ7hIiI9IiFEJFI/n0voUuXLgEACyEiIj1iIUQkEplMhrS0NJSUlAB4XAhZWlqq9yIjIiLdYyFEJBK5XI7CwkKoVCoAjzdhlcvlkEqlIicjIjIfLISIRFK2hP7KlSsAHhdCnChNRKRfLISIROLp6QmpVKouhC5dusT5QUREesZCiEgkFhYW8PHxQUZGBgAgNzeXhRARkZ6xECISkVwuV/cIAdxag4hI31gIEYlIJpOpCyFbW1u0bNlS5EREROaFhRCRiORyOa5fvw4A8Pb2hoUF/5ckItIn/tYlElHZyjHg8f5jRESkXyyEiET05M0Tvb29RUxCRGSeWAgRiejw4cPq4bBdu3YhNjZW5EREROaFhRCRSGJjYzF06FCUlpYCALKysjB06FAWQ0REesRCiEgkCxYsgEQiUX8vCAIkEgkWLlwoYioiIvPCQohIJKmpqRAEodwxQRCQkpIiUiIiIvPDQohIJDKZrFyPEABIJBLuPk9EpEcshIhEEh4erh4OAx4XQYIgIDw8XORkRETmg4UQkUiGDBmCmJgY+Pj4AAB8fHwQGxuLwYMHi5yMiMh8WIkdgMicDRkyBC1atIC/vz927NiBZ599VuxIRERmhT1CREREZLZYCBEREZHZYiFEREREZouFEBEREZktFkJERERktlgIERERkdliIURERERmi4UQERERmS2jLoQKCgrQsWNHSCQSJCQklHsuIyMDAwYMQL169eDi4oIZM2agsLBQnKBERERkkIz6ztLvvPMOPDw88Ndff5U7XlJSgv79+6Nx48aIi4vDrVu3MGbMGAiCgNWrV4uUloiIiAyN0fYI/frrr9i/fz+WL19e4bn9+/cjOTkZ27ZtQ6dOnfDSSy8hMjISGzduRF5enghpiYiIyBAZZSF0/fp1TJgwAd988w3s7e0rPH/ixAn4+fnBw8NDfaxPnz4oKCjA2bNnqzxvQUEB8vLyyj2IdM3d3R3h4eFwd3cXOwoRkdkxukJIEASEhoZi8uTJCAgIqLRNdnY2XF1dyx1zcnKCjY0NsrOzqzz3kiVL4OjoqH40b95cq9mJKuPu7o6IiAgWQkREIjCYQigiIgISiaTax5kzZ7B69Wrk5eXhvffeq/Z8EomkwjFBECo9Xua9995Dbm6u+pGZmVnnfy8iIiIyXAYzWTosLAzDhw+vtk2LFi3w8ccf4+TJk5BKpeWeCwgIwMiRI7Flyxa4ubnhzz//LPf8nTt3UFRUVKGn6ElSqbTCeYmIiMh0SQRBEMQOoYmMjIxyc3eysrLQp08f7N69G8899xyaNWuGX3/9Fa+88gquXr2qHm7YtWsXxowZg5ycHDg4ONTovfLy8uDo6Ijc3Nwav4aIiIjEpcnnt8H0CNWUp6dnue/r168PAPD29kazZs0AAMHBwfD19cWoUaPw6aef4vbt25g3bx4mTJjAgoaIiIjUDGaOkDZZWlpi7969sLW1Rbdu3fDaa68hJCSk0qX2REREZL6MbmhMnzg0RkREZHw0+fw2yR4hIiIioppgIURERERmi4UQERERmS0WQkRERGS2WAgRERGR2WIhRERERGaLhRARERGZLRZCREREZLaMbosNfSq71+STe5sRERGRYSv73K7JPaNZCFXj1q1bAIDmzZuLnISIiIg0de/ePTg6OlbbhoVQNZydnQE83vH+aReSKpeXl4fmzZsjMzOT25TUEq+hdvA61h2vYd3xGmrH066jIAi4d+8ePDw8nnouFkLVsLB4PIXK0dGRP7B15ODgwGtYR7yG2sHrWHe8hnXHa6gd1V3HmnZgcLI0ERERmS0WQkRERGS2WAhVQyqVIjw8HFKpVOwoRovXsO54DbWD17HueA3rjtdQO7R5HSVCTdaWEREREZkg9ggRERGR2WIhRERERGaLhRARERGZLRZCREREZLZYCFVhzZo1aNmyJWxtbeHv749jx46JHcmgHT16FAMGDICHhwckEgl++OGHcs8LgoCIiAh4eHjAzs4OPXr0QFJSkjhhDdCSJUvQuXNnNGjQAE2aNEFISAhSUlLKteE1fLq1a9eiffv26pusde3aFb/++qv6eV5DzS1ZsgQSiQSzZs1SH+N1rF5ERAQkEkm5h5ubm/p5Xr+au3btGt588000atQI9vb26NixI86ePat+XhvXkoVQJXbt2oVZs2bhP//5D+Lj4xEUFIR+/fohIyND7GgGKz8/Hx06dEBUVFSlzy9btgwrVqxAVFQUTp8+DTc3N/Tu3Rv37t3Tc1LDdOTIEUybNg0nT57Eb7/9huLiYgQHByM/P1/dhtfw6Zo1a4alS5fizJkzOHPmDF588UUMGjRI/YuR11Azp0+fxoYNG9C+fftyx3kdn+6ZZ56BSqVSP5RKpfo5Xr+auXPnDrp16wZra2v8+uuvSE5ORmRkJBo2bKhuo5VrKVAFXbp0ESZPnlzuWJs2bYR3331XpETGBYDw/fffq78vLS0V3NzchKVLl6qPPXr0SHB0dBTWrVsnQkLDl5OTIwAQjhw5IggCr2FdODk5CV9++SWvoYbu3bsn+Pj4CL/99pvQvXt3YebMmYIg8GexJsLDw4UOHTpU+hyvX83Nnz9fUCgUVT6vrWvJHqF/KSwsxNmzZxEcHFzueHBwMI4fPy5SKuOWnp6O7OzsctdUKpWie/fuvKZVyM3NBfD/N/7lNdRcSUkJdu7cifz8fHTt2pXXUEPTpk1D//798dJLL5U7zutYMxcvXoSHhwdatmyJ4cOH459//gHA66eJn376CQEBAXj11VfRpEkTdOrUCRs3blQ/r61ryULoX27evImSkhK4urqWO+7q6ors7GyRUhm3suvGa1ozgiBgzpw5UCgU8PPzA8BrqAmlUon69etDKpVi8uTJ+P777+Hr68trqIGdO3fi3LlzWLJkSYXneB2f7rnnnsPWrVvxv//9Dxs3bkR2djYCAwNx69YtXj8N/PPPP1i7di18fHzwv//9D5MnT8aMGTOwdetWANr7WeTu81WQSCTlvhcEocIx0gyvac2EhYXh/PnziIuLq/Acr+HTyeVyJCQk4O7du4iJicGYMWNw5MgR9fO8htXLzMzEzJkzsX//ftja2lbZjtexav369VN/3a5dO3Tt2hXe3t7YsmULnn/+eQC8fjVRWlqKgIAALF68GADQqVMnJCUlYe3atRg9erS6XV2vJXuE/sXFxQWWlpYVqsmcnJwKVSfVTNlqCV7Tp5s+fTp++uknHDp0CM2aNVMf5zWsORsbG7Ru3RoBAQFYsmQJOnTogM8//5zXsIbOnj2LnJwc+Pv7w8rKClZWVjhy5AhWrVoFKysr9bXiday5evXqoV27drh48SJ/DjXg7u4OX1/fcsfatm2rXrikrWvJQuhfbGxs4O/vj99++63c8d9++w2BgYEipTJuLVu2hJubW7lrWlhYiCNHjvCa/h9BEBAWFobY2FgcPHgQLVu2LPc8r2HtCYKAgoICXsMa6tWrF5RKJRISEtSPgIAAjBw5EgkJCWjVqhWvo4YKCgpw4cIFuLu78+dQA926datwG5HU1FR4eXkB0OLvxVpM5DZ5O3fuFKytrYWvvvpKSE5OFmbNmiXUq1dPuHz5stjRDNa9e/eE+Ph4IT4+XgAgrFixQoiPjxeuXLkiCIIgLF26VHB0dBRiY2MFpVIpjBgxQnB3dxfy8vJETm4YpkyZIjg6OgqHDx8WVCqV+vHgwQN1G17Dp3vvvfeEo0ePCunp6cL58+eF999/X7CwsBD2798vCAKvYW09uWpMEHgdn2bu3LnC4cOHhX/++Uc4efKk8MorrwgNGjRQf4bw+tXMqVOnBCsrK2HRokXCxYsXhe3btwv29vbCtm3b1G20cS1ZCFXhiy++ELy8vAQbGxvh2WefVS9jpsodOnRIAFDhMWbMGEEQHi9zDA8PF9zc3ASpVCq88MILglKpFDe0Aans2gEQNm3apG7Da/h0b731lvr/28aNGwu9evVSF0GCwGtYW/8uhHgdq/f6668L7u7ugrW1teDh4SEMGTJESEpKUj/P61dzP//8s+Dn5ydIpVKhTZs2woYNG8o9r41rKREEQah1vxURERGREeMcISIiIjJbLISIiIjIbLEQIiIiIrPFQoiIiIjMFgshIiIiMlsshIiIiMhssRAiIiIis8VCiIiIiMwWCyEiAgD06NEDs2bNEjuGThw+fBgSiQR3794VO0qNGWNmImPEQoiITF5gYCBUKhUcHR3FjkJEBoaFEBGZPBsbG7i5uUEikVT6fElJCUpLS/WcShyFhYViRyAyKCyEiEituLgYYWFhaNiwIRo1aoT//ve/eHI7wm3btiEgIAANGjSAm5sb3njjDeTk5Kifv3PnDkaOHInGjRvDzs4OPj4+2LRpk/r5a9eu4fXXX4eTkxMaNWqEQYMG4fLly9Vm6tGjB8LCwuqU69/DTJs3b0bDhg2xZ88e+Pr6QiqV4sqVKxXeu+x1Bw4cQEBAAOzt7REYGIiUlBR1m9DQUISEhJR73axZs9CjR49y/w7Tp0/HrFmz4OTkBFdXV2zYsAH5+fkYO3YsGjRoAG9vb/z6668VMvzxxx/o0KEDbG1t8dxzz0GpVJZ7/vjx43jhhRdgZ2eH5s2bY8aMGcjPz1c/36JFC3z88ccIDQ2Fo6MjJkyYUO31JjI3LISISG3Lli2wsrLCn3/+iVWrVmHlypX48ssv1c8XFhbio48+wl9//YUffvgB6enpCA0NVT//wQcfIDk5Gb/++isuXLiAtWvXwsXFBQDw4MED9OzZE/Xr18fRo0cRFxeH+vXro2/fvk/tpahrrso8ePAAS5YswZdffomkpCQ0adKkyrb/+c9/EBkZiTNnzsDKygpvvfVWteeu6t/BxcUFp06dwvTp0zFlyhS8+uqrCAwMxLlz59CnTx+MGjUKDx48KPe6t99+G8uXL8fp06fRpEkTDBw4EEVFRQAApVKJPn36YMiQITh//jx27dqFuLg4hIWFlTvHp59+Cj8/P5w9exYffPCBxtmJTJpGe9UTkcnq3r270LZtW6G0tFR9bP78+ULbtm2rfM2pU6cEAMK9e/cEQRCEAQMGCGPHjq207VdffSXI5fJy5y8oKBDs7OyE//3vfzrNdejQIQGAcOfOHUEQBGHTpk0CACEhIaHKczz5ut9//119bO/evQIA4eHDh4IgCMKYMWOEQYMGlXvdzJkzhe7du5f7d1AoFOrvi4uLhXr16gmjRo1SH1OpVAIA4cSJE+Xee+fOneo2t27dEuzs7IRdu3YJgiAIo0aNEiZOnFjuvY8dOyZYWFio83l5eQkhISHV/nsSmTP2CBGR2vPPP19uHk3Xrl1x8eJFlJSUAADi4+MxaNAgeHl5oUGDBurhn4yMDADAlClTsHPnTnTs2BHvvPMOjh8/rj7X2bNnkZaWhgYNGqB+/fqoX78+nJ2d8ejRI1y6dAnHjh1TH69fvz62b9+utVyVsbGxQfv27Wt0XZ5s5+7uDgDlht40PYelpSUaNWqEdu3aqY+5urpWet6uXbuqv3Z2doZcLseFCxcAPL6mmzdvLnfd+vTpg9LSUqSnp6tfFxAQoFFWInNiJXYAIjIO+fn5CA4ORnBwMLZt24bGjRsjIyMDffr0UQ9t9evXD1euXMHevXvx+++/o1evXpg2bRqWL1+O0tJS+Pv7lytwyjRu3Bg2NjZISEhQHysrDLSRqzJ2dnZVTp7+N2tra/XXZa8pm1xtYWFRbr4SAPXQVVXnKDtPdeetzpNtJ02ahBkzZlRo4+npqf66Xr16Tz0nkbliIUREaidPnqzwvY+PDywtLfH333/j5s2bWLp0KZo3bw4AOHPmTIVzNG7cGKGhoQgNDUVQUJB6jsuzzz6LXbt2oUmTJnBwcKj0/Vu3bq2zXLrSuHFjJCYmljuWkJBQofCprZMnT6qLmjt37iA1NRVt2rQBADz77LNISkqq8roR0dNxaIyI1DIzMzFnzhykpKRgx44dWL16NWbOnAngcQ+DjY0NVq9ejX/++Qc//fQTPvroo3Kv//DDD/Hjjz8iLS0NSUlJ2LNnD9q2bQsAGDlyJFxcXDBo0CAcO3YM6enpOHLkCGbOnImrV6/qNJcuvfjiizhz5gy2bt2KixcvIjw8vEJhVBcLFy7EgQMHkJiYiNDQULi4uKhXqc2fPx8nTpzAtGnTkJCQgIsXL+Knn37C9OnTtfb+RKaOhRARqY0ePRoPHz5Ely5dMG3aNEyfPh0TJ04E8LjnY/PmzYiOjoavry+WLl2K5cuXl3u9jY0N3nvvPbRv3x4vvPACLC0tsXPnTgCAvb09jh49Ck9PTwwZMgRt27bFW2+9hYcPH1bZQ6StXLrUp08ffPDBB3jnnXfQuXNn3Lt3D6NHj9ba+ZcuXYqZM2fC398fKpUKP/30E2xsbAA8nnd05MgRXLx4EUFBQejUqRM++OAD9TwmIno6ifDvwW0iIgPSo0cPdOzYEZ999pnYUYjIBLFHiIiIiMwWCyEiIiIyWxwaIyIiIrPFHiEiIiIyWyyEiIiIyGyxECIiIiKzxUKIiIiIzBYLISIiIjJbLISIiIjIbLEQIiIiIrPFQoiIiIjM1v8DW03Qdzv7iWwAAAAASUVORK5CYII=", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#### Deviation in shift, slide, rise, tilt, roll and twist\n", "#### Deviation = Bound DNA(parameter) - Free DNA(parameter) \n", "\n", "### Deviation in Shift\n", "fdna_bp, pdna_bp, deviation, error = dnaMD.localDeformationVsBPS(fdna, [5,56], pdna, [5,56], \n", " 'shift', err_type='block', bp_range=True, \n", " merge_bp=4, merge_method='sum')\n", "\n", "# plot these values\n", "plt.errorbar(pdna_bp, deviation, yerr=error, ecolor='k', elinewidth=1, color='k', lw=1, marker='o', mfc='k', mew=1, ms=4)\n", "\n", "# plot line at zero\n", "plt.plot([0,61], [0.0, 0.0], '--k')\n", "\n", "plt.ylabel('Deviation in Shift ($\\AA$)')\n", "plt.xlabel('base-step number')\n", "plt.xlim(0,61)\n", "plt.show()\n", "\n", "### Deviation in Slide\n", "fdna_bp, pdna_bp, deviation, error = dnaMD.localDeformationVsBPS(fdna, [5,56], pdna, [5,56], \n", " 'slide', err_type='block', bp_range=True, \n", " merge_bp=4, merge_method='sum')\n", "\n", "# plot these values\n", "plt.errorbar(pdna_bp, deviation, yerr=error, ecolor='k', elinewidth=1, color='k', lw=1, marker='o', mfc='k', mew=1, ms=4)\n", "\n", "# plot line at zero\n", "plt.plot([0,61], [0.0, 0.0], '--k')\n", "\n", "plt.ylabel('Deviation in Slide ($\\AA$)')\n", "plt.xlabel('base-step number')\n", "plt.xlim(0,61)\n", "plt.show()\n", "\n", "### Deviation in Rise\n", "fdna_bp, pdna_bp, deviation, error = dnaMD.localDeformationVsBPS(fdna, [5,56], pdna, [5,56], \n", " 'rise', err_type='block', bp_range=True, \n", " merge_bp=4, merge_method='sum')\n", "\n", "# plot these values\n", "plt.errorbar(pdna_bp, deviation, yerr=error, ecolor='k', elinewidth=1, color='k', lw=1, marker='o', mfc='k', mew=1, ms=4)\n", "\n", "# plot line at zero\n", "plt.plot([0,61], [0.0, 0.0], '--k')\n", "\n", "plt.ylabel('Deviation in Rise ($\\AA$)')\n", "plt.xlabel('base-step number')\n", "plt.xlim(0,61)\n", "plt.show()\n", "\n", "### Deviation in Tilt\n", "fdna_bp, pdna_bp, deviation, error = dnaMD.localDeformationVsBPS(fdna, [5,56], pdna, [5,56], \n", " 'tilt', err_type='block', bp_range=True, \n", " merge_bp=4, merge_method='sum')\n", "\n", "# plot these values\n", "plt.errorbar(pdna_bp, deviation, yerr=error, ecolor='k', elinewidth=1, color='k', lw=1, marker='o', mfc='k', mew=1, ms=4)\n", "\n", "# plot line at zero\n", "plt.plot([0,61], [0.0, 0.0], '--k')\n", "\n", "plt.ylabel('Deviation in Tilt ( $^o$)')\n", "plt.xlabel('base-step number')\n", "plt.xlim(0,61)\n", "plt.show()\n", "\n", "### Deviation in Roll\n", "fdna_bp, pdna_bp, deviation, error = dnaMD.localDeformationVsBPS(fdna, [5,56], pdna, [5,56], \n", " 'roll', err_type='block', bp_range=True, \n", " merge_bp=4, merge_method='sum')\n", "\n", "# plot these values\n", "plt.errorbar(pdna_bp, deviation, yerr=error, ecolor='k', elinewidth=1, color='k', lw=1, marker='o', mfc='k', mew=1, ms=4)\n", "\n", "# plot line at zero\n", "plt.plot([0,61], [0.0, 0.0], '--k')\n", "\n", "plt.ylabel('Deviation in Roll ( $^o$)')\n", "plt.xlabel('base-pair number')\n", "plt.xlim(0,61)\n", "plt.show()\n", "\n", "### Deviation in Twist\n", "fdna_bp, pdna_bp, deviation, error = dnaMD.localDeformationVsBPS(fdna, [5,56], pdna, [5,56], \n", " 'twist', err_type='block', bp_range=True, \n", " merge_bp=4, merge_method='sum')\n", "\n", "# plot these values\n", "plt.errorbar(pdna_bp, deviation, yerr=error, ecolor='k', elinewidth=1, color='k', lw=1, marker='o', mfc='k', mew=1, ms=4)\n", "\n", "# plot line at zero\n", "plt.plot([0,61], [0.0, 0.0], '--k')\n", "\n", "plt.ylabel('Deviation in Twist ( $^o$)')\n", "plt.xlabel('base-step number')\n", "plt.xlim(0,61)\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": "3.11.11" } }, "nbformat": 4, "nbformat_minor": 4 }