{ "cells": [ { "cell_type": "code", "execution_count": 95, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import os.path\n", "import scipy.linalg\n", "import scipy.integrate\n", "import scipy.signal\n", "import matplotlib.cm" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Copy Code from Lecture 23\n", "Copy get_period and sensitivity." ] }, { "cell_type": "code", "execution_count": 96, "metadata": {}, "outputs": [], "source": [ "def get_period(t,x):\n", " \"\"\" Approximate the period of a 1-D x, given the time-steps t.\n", " Returns a tuple with the period and the standard deviation of the period over time.\n", " if the value of the standard deviation is not smaller than 0.1, then\n", " it means the period estimate is dodgy and you shouldn't use it. Instead,\n", " plot your simulation and figure out why it isn't periodic - maybe it just\n", " hasn't reached the limit cycle yet.\"\"\"\n", " idxs = scipy.signal.find_peaks(x)\n", " idxs = idxs[0]\n", " times = t[idxs]\n", " period = np.mean(np.diff(times));\n", " sdperiod = np.sqrt(np.var(np.diff(times)));\n", " return (period,sdperiod)\n", "\n", "def sensitivity( fcn, ref_params, frac_change ):\n", " \"\"\"\n", " fcn should be a handle to a function that takes a parameter set as input\n", " and returns a scalar as output.\n", " ref_params should be a 1D ndarray with the parameter set\n", " frac_change is the perturbation size, as a scale (i.e. the fraction by which you want to adjust the parameter by)\n", " \"\"\"\n", " ref = fcn( ref_params );\n", " Srel = np.zeros((ref_params.size,));\n", " for i in range(ref_params.size):\n", " params = ref_params.copy();\n", " params[i] = (1+frac_change)*ref_params[i];\n", " output = fcn( params );\n", " Srel[i] = (output-ref)/frac_change;\n", " return Srel " ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Becker-Weimann's Oscillator\n", "\n", "We will perform a sensitivity analysis of Becker-Weimann's mammalian clock model. We will build off of their results from Figure 6. The main point of Figure 6 is that sensitivities in teh negative feedback loop are the same with and without positive feedback. But we are going to focus on just the model with positve feedback. An additional point they make is that the negative feedback loop is less influenced by changes in parameters than the positive feedback loop. But at the same time, the strength of the negative feedback (captured in the regulation term) is highly influential.\n", "\n", "First, we need the model and functions to simulate it, compute the period, and compute the amplitude." ] }, { "cell_type": "code", "execution_count": 97, "metadata": {}, "outputs": [], "source": [ "def bw_oscillator( t, statevars, params ):\n", " y1 = statevars[0];\n", " y2 = statevars[1];\n", " y3 = statevars[2];\n", " y4 = statevars[3];\n", " y5 = statevars[4];\n", " y6 = statevars[5];\n", " y7 = statevars[6];\n", "\n", " v1b = params[0] # maximal rate of Per2/Cry transcription\n", " k1b = params[1] # activation threshold for Per2/Cry transcription\n", " k1i = params[2] # inhibition constant of Per2/Cry transcription\n", " c = params[3] # concentration of constituative activator\n", " p = params[4] # Hill coefficient of inhibition of Per2/Cry transcription\n", " k1d = params[5] # degradation rate of Per2/Cry mRNA\n", " k2b = params[6] # complex formation rate of Per2/Cry mRNA\n", " q = params[7] # Number of PER2/CRY complex forming subunits\n", " k2d = params[8] # degradation rate of cytoplasmic PER2/CRY\n", " k2t = params[9] # nuclear import rate of teh PER2/CRY complex\n", " k3t = params[10] # nuclear export rate of teh PER2/CRY complex\n", " k3d = params[11] # degradation rate of nuclear PER2/CRY\n", " v4b = params[12] # maximal rate of Bmal1 transcription\n", " k4b = params[13] # activation threshold for Bmal1 transcription\n", " r = params[14] # Hill coefficient of activation of Bmal1 transcription\n", " k4d = params[15] # degradation rate of Bmal1 mRNA\n", " k5b = params[16] # translation rate of BMAL1\n", " k5d = params[17] # degradation rate of cytoplasmic BMAL1\n", " k5t = params[18] # nuclear import rate of BMAL1\n", " k6t = params[19] # nuclear export rate of BMAL1\n", " k6d = params[20] # degradation rate of nuclear BMAL1\n", " k6a = params[21] # activation rate of nuclear BMAL1\n", " k7a = params[22] # deactivation rate of nuclear BMAL1\n", " k7d = params[23] # degradataion rate of nuclear BMAL1\n", " \n", " dydt = np.zeros( (7,) )\n", " f1 = v1b * (y7 + c) / (k1b*(1+(y3/k1i)**p) + (y7+c))\n", " f2 = v4b* y3**r/(k4b**r+y3**r)\n", "\n", " dydt[0] = f1 - k1d*y1\n", " dydt[1] = k2b*y1**q - k2d*y2 - k2t*y2 + k3t*y3\n", " dydt[2] = k2t*y2 - k3t*y3 - k3d*y3\n", " dydt[3] = f2 - k4d* y4\n", " dydt[4] = k5b*y4 - k5d*y5 - k5t*y5 + k6t*y6\n", " dydt[5] = k5t*y5 - k6t*y6 - k6d*y6 + k7a*y7 - k6a*y6\n", " dydt[6] = k6a*y6 - k7a*y7 - k7d*y7\n", "\n", " return dydt\n", "\n", "\n", "def simulate_bw( params, t0=0, tStop=240, dt=0.1 ):\n", " yinit = np.ones((7,));\n", " sol = scipy.integrate.solve_ivp(fun=bw_oscillator, t_span=(0,10*24), y0=yinit, method='RK45', \n", " t_eval=np.arange(0,10*24,0.1), args=[params] )\n", " sol = scipy.integrate.solve_ivp(fun=bw_oscillator, t_span=(0,10*24), y0=sol.y[:,-1], method='RK45', \n", " t_eval=np.arange(t0,tStop,dt), args=[params], rtol=1e-8 )\n", "\n", " return sol\n", "\n", "def bw_period( params ):\n", " sol = simulate_bw( params )\n", " (per,sdper) = get_period( sol.t, sol.y[0,:] )\n", " return per\n", "\n", "def bw_amplitude( params, which_state=-1 ):\n", " \"\"\" Return the amplitude of the given state or of the sum of all three states\n", " If which_state == -1, then return the sum of all 7.\n", " If which_state == -2, then return amplitude of total Bmal1\n", " Otherwise, which_state should be the index of the state\n", " \"\"\"\n", " sol = simulate_bw( params )\n", " if which_state == -1:\n", " return np.sum(sol.y.max(axis=1)-sol.y.min(axis=1))\n", " elif which_state == -2:\n", " bmal1 = np.sum(sol.y[[4,5,6],:],axis=0)\n", " return bmal1.max() - bmal1.min()\n", " else:\n", " return sol.y[which_state,:].max() - sol.y[which_state,:].min()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Confirm the code works\n", "\n", "Plot the simulation, period, and amplitude for a particular set of parameters." ] }, { "cell_type": "code", "execution_count": 108, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "period 23.833333333333336\n", "amplitude of P mRNA 1.2617622591284163\n", "amplitude of P cyto 1.3905962655371442\n", "amplitude of P nuc 1.0755833257945666\n", "amplitude of B mRNA 1.570353909405846\n", "amplitude of B cyto 0.6817483073758732\n", "amplitude of B nuc 0.8116001228305652\n", "amplitude of B* nuc 0.2644039095635998\n", "amplitude of total Bmal1 1.4162619808762578\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "v1b = 9 # maximal rate of Per2/Cry transcription\n", "k1b = 1 # activation threshold for Per2/Cry transcription\n", "k1i = 0.56 # inhibition constant of Per2/Cry transcription\n", "c = 0.01 # concentration of constituative activator\n", "p = 8 # Hill coefficient of inhibition of Per2/Cry transcription\n", "k1d = 0.12 # degradation rate of Per2/Cry mRNA\n", "k2b = 0.3 # complex formation rate of Per2/Cry mRNA\n", "q = 2 # Number of PER2/CRY complex forming subunits\n", "k2d = 0.05 # degradation rate of cytoplasmic PER2/CRY\n", "k2t = 0.24 # nuclear import rate of teh PER2/CRY complex\n", "k3t = 0.02 # nuclear export rate of teh PER2/CRY complex\n", "k3d = 0.12 # degradation rate of nuclear PER2/CRY\n", "v4b = 3.6 # maximal rate of Bmal1 transcription\n", "k4b = 2.16 # activation threshold for Bmal1 transcription\n", "r = 3 # Hill coefficient of activation of Bmal1 transcription\n", "k4d = 0.75 # degradation rate of Bmal1 mRNA\n", "k5b = 0.24 # translation rate of BMAL1\n", "k5d = 0.06 # degradation rate of cytoplasmic BMAL1\n", "k5t = 0.45 # nuclear import rate of BMAL1\n", "k6t = 0.06 # nuclear export rate of BMAL1\n", "k6d = 0.12 # degradation rate of nuclear BMAL1\n", "k6a = 0.09 # activation rate of nuclear BMAL1\n", "k7a = 0.003 # deactivation rate of nuclear BMAL1\n", "k7d = 0.09 # degradataion rate of nuclear BMAL1\n", "\n", "pub_params = np.array((v1b,k1b,k1i,c,p,k1d,k2b,q,k2d,k2t,k3t,k3d,v4b,k4b,r,k4d,k5b,k5d,k5t,k6t,k6d,k6a,k7a,k7d))\n", "\n", "param_names = ['v1b','k1b','k1i','c','p','k1d','k2b','q','k2d','k2t','k3t','k3d','v4b',\n", " 'k4b','r','k4d','k5b','k5d','k5t','k6t','k6d','k6a','k7a','k7d']\n", "pdict = {}\n", "for i in range(len(param_names)):\n", " pdict[param_names[i]] = i\n", " \n", "def get_indices_from_names(which_param_names):\n", " \"\"\" Given a list of names, use pdict to return a list of their indices.\n", " \"\"\"\n", " idxs = []\n", " for pn in which_param_names:\n", " idxs.append(pdict[pn])\n", "\n", " return idxs\n", "\n", "backwards_params = ['k1d','k2d','k3t','k3d','k4d','k5d','k6t','k6d','k7a','k7d'] # degradation and moving backward in cycle (e.g. nuclear export)\n", "activation_tresholds = ['k1b','k1i']\n", "hill_coeffs = ['p','r']\n", "production_params = ['v1b','k2b','k2t','v4b','k5b','k5t','k6a']\n", "state_names = ['P mRNA','P cyto','P nuc','B mRNA','B cyto','B nuc','B* nuc']\n", "neg_loop = ['v1b','k1d','k2b','k2d','k2t','k3t','k3d']\n", "pos_loop = ['v4b','k4d','k5b','k5t','k6t','k6d','k7a','k7d']\n", "regulation_terms = ['k1b','k1i','p','r','c']\n", "\n", "per = bw_period( pub_params )\n", "print(\"period\", per)\n", "for i in range(7):\n", " amp1 = bw_amplitude( pub_params, which_state = i )\n", " print( \"amplitude of \" + state_names[i], amp1)\n", "amp4 = bw_amplitude( pub_params, which_state = -2 )\n", "print( \"amplitude of total Bmal1\", amp4)\n", "\n", "sol = simulate_bw( pub_params, tStop=4*24)\n", "plt.plot( sol.t, sol.y.T );\n", "plt.legend( state_names );" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Compute sensitivities computed in Figure 6\n", "\n", "It is always a good idea to reproduce the figures in the paper associated with the model we are studying. Let's begin by reproducing a subset of Figure 6. They double the values of parameters \n", "\n", "\n", "\n", "and determine the effects on the period, the amplitude of nuclear Per/Cry, and the amplitude of the sum of the Bmal1 protein states.\n", "\n", "Conclusion: The bar plots are mostly the same as those in Figure 6, but k1i has a much smaller effect in our code than in the figure. Stephanie spent some time trying to figure out why before lecture, but never found the exact issue. Her additional simulations show that it has a large effect in simulations for many parameter sets." ] }, { "cell_type": "code", "execution_count": 116, "metadata": {}, "outputs": [], "source": [ "# Double parameter values (100% change)\n", "pub_pRel = sensitivity( bw_period, pub_params, 1 )\n", "pub_aY3Rel = sensitivity( lambda p: bw_amplitude( p, which_state = 2 ), pub_params, 1)\n", "pub_aBRel = sensitivity( lambda p: bw_amplitude( p, which_state = -2), pub_params, 1)" ] }, { "cell_type": "code", "execution_count": 117, "metadata": {}, "outputs": [ { "data": { "image/png": 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df4/JviIbwliR0+EshDElij6MO1H0YdyJog/jThR9GHei6MO4E0Ufxp0o+jDu/D9HJYxZM5DlVgAAAABJRU5ErkJggg==\n", 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1wKWkQU57Zmw/HTi7+n1fi229AxwK3F4lxNXDbPcr4PtVxYrXSDPBPNxiW620167lPjvbFw6ukDST9J1hMOlXIf2RXAscDfyixbaa38seDW3NJn03u0jSTsAcSWeRcnYacHEb7+0DdUf8fyR9+ToV+FbDfz0ifbkds0MWqrm2JgDP234BQNJ/AtsA60h6DpjVMNhufUmPkN7vjDbaWyrpIOCO6hTfhcBE0tHxi8A+1X/ls0l/WK8CvxnF+8tqr819r/DZ1VgK7CzpVNKXzpZnpW9+L9XcaM3bPFh1DR+u2hn195pi032GMJblXMAKYdyJxA99KRI/9KVI/NCXIvFDX4rED30pEj/0pUj80Jf+H3nQOOuT7x3UAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "def plot_bars(sens,which_param_names,ylab):\n", " \"\"\"\n", " Make a bar plot with a 1D vector of sensitivities\n", " But use only the parameter specified in the list of parameter names.\n", " \"\"\"\n", " plt.figure( figsize=(min(12,len(which_param_names)/2),2) )\n", " idxs = get_indices_from_names(which_param_names)\n", " plt.bar( np.arange(len(idxs)), sens[idxs] );\n", " plt.axhline(color='gray')\n", " plt.xticks( ticks=np.arange(len(which_param_names)), labels=which_param_names);\n", " plt.ylabel( ylab )\n", "\n", "plot_bars( pub_pRel, ['v1b','k1d','k1i','v4b','k4d'], 'Relative Period Sensitivity')\n", "plot_bars( pub_aY3Rel,['v1b','k1d','k1i','v4b','k4d'], 'Nuclear Per Amp Sensitivity' )\n", "plot_bars( pub_aBRel, ['v1b','k1d','k1i','v4b','k4d'], 'Bmal1 Amp Sensitivity')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Load in the parameter sets\n", "\n", "OK, \"load in\" is not the correct phrase to use here. But in your project, you will be reading it in from files generated by your GA. I did that (commented out code), but then hard-coded the results here, so I can send this to you easily.\n", "\n", "The good parameter sets are placed into an ND-array called good_params that is num_runs x num_params in size." ] }, { "cell_type": "code", "execution_count": 104, "metadata": {}, "outputs": [], "source": [ "good_params = np.array([[1.078430e+01, 8.766497e-01, 1.080096e+00, 7.568730e-02, \n", " 1.200000e+01, 1.616935e-01, 1.460183e+00, 2.000000e+00, \n", " 9.283799e-02, 1.299121e-01, 5.998953e-02, 1.535481e-01, \n", " 3.879198e+00, 7.173526e-01, 2.222806e+00, 9.921052e-01, \n", " 4.644679e-01, 3.425502e-01, 8.802416e-01, 3.806002e-01, \n", " 8.190066e-01, 1.691442e-01, 2.017845e-01, 6.049184e-02],\n", " [1.105305e+01, 8.869825e-01, 1.186796e+00, 9.249658e-02, \n", " 1.167389e+01, 9.527771e-02, 1.596353e+00, 2.000000e+00, \n", " 2.053693e-01, 2.421063e-01, 9.319930e-02, 4.245378e-02, \n", " 1.749306e+00, 2.097235e+00, 2.327159e+00, 5.458188e-02, \n", " 6.066717e-01, 2.408465e-01, 9.779471e-01, 6.058098e-01, \n", " 7.003232e-01, 2.082604e-01, 2.139649e-01, 1.422219e-01],\n", " [7.694979e+00, 9.725064e-01, 1.627668e+00, 3.869009e-02, \n", " 1.200000e+01, 1.616368e-01, 1.674707e+00, 2.000000e+00, \n", " 4.444607e-02, 2.697890e-01, 3.133686e-02, 4.178307e-02, \n", " 2.767062e+00, 1.457110e+00, 4.497883e+00, 4.451871e-01, \n", " 8.925844e-01, 3.079141e-01, 4.004329e-01, 7.317836e-01, \n", " 6.546734e-02, 1.000000e+00, 6.266421e-02, 2.714157e-01],\n", " [1.072000e+01, 8.521561e-01, 5.899309e-01, 2.895122e-02, \n", " 1.059883e+01, 1.928074e-01, 9.696923e-01, 2.000000e+00, \n", " 1.567634e-01, 1.136026e-01, 6.398787e-02, 7.860559e-02, \n", " 2.974245e+00, 5.251202e-01, 3.119112e+00, 4.906301e-01, \n", " 3.604674e-01, 4.385489e-02, 7.883187e-02, 6.425336e-01, \n", " 8.284397e-01, 2.927542e-01, 1.433195e-01, 5.617510e-02],\n", " [1.232326e+01, 9.103176e-01, 4.834688e-01, 8.352094e-02, \n", " 9.455983e+00, 1.579788e-01, 8.363802e-01, 2.000000e+00, \n", " 3.577802e-02, 1.218272e-01, 2.635282e-02, 2.118825e-01, \n", " 4.456207e+00, 9.481368e-01, 3.792744e+00, 1.462117e-01, \n", " 4.249968e-01, 9.708511e-01, 5.208935e-01, 4.322338e-02, \n", " 2.991346e-01, 9.093128e-01, 3.592767e-01, 7.756379e-01],\n", " [1.349096e+01, 1.127871e+00, 2.702570e-01, 6.120856e-02, \n", " 9.067083e+00, 8.052872e-02, 1.713320e+00, 2.000000e+00, \n", " 2.694864e-01, 1.338259e-01, 1.049769e-02, 7.475697e-02, \n", " 3.540344e+00, 5.978256e-01, 4.123043e+00, 8.920540e-02, \n", " 1.158880e-01, 3.026264e-01, 1.012244e-01, 5.871539e-01, \n", " 6.075644e-01, 6.275891e-01, 3.815530e-01, 2.613496e-01],\n", " [1.323489e+01, 6.258026e-01, 1.078310e+00, 8.150330e-02, \n", " 1.110932e+01, 7.757724e-02, 1.122008e+00, 2.000000e+00, \n", " 1.163093e-01, 1.805502e-01, 7.637243e-02, 7.839790e-02, \n", " 4.293422e+00, 2.744814e+00, 3.700187e+00, 7.566274e-01, \n", " 9.983528e-01, 8.929401e-01, 1.771505e-01, 5.285087e-01, \n", " 1.000000e+00, 8.648079e-01, 3.210598e-01, 1.528852e-01],\n", " [1.048237e+01, 5.422042e-01, 3.817022e-01, 6.161087e-02, \n", " 8.385059e+00, 1.864153e-01, 5.876520e-02, 2.000000e+00, \n", " 8.642844e-02, 1.688047e-01, 2.832069e-02, 5.396891e-02, \n", " 2.825848e+00, 5.717247e-01, 2.807118e+00, 2.442573e-01, \n", " 1.315198e-01, 4.824171e-01, 5.342195e-01, 5.181199e-01, \n", " 1.312228e-01, 9.580619e-01, 3.752851e-01, 1.316351e-01],\n", " [1.151471e+01, 1.931490e+00, 1.275262e+00, 2.951683e-02, \n", " 1.085430e+01, 1.783071e-01, 4.459811e-01, 2.000000e+00, \n", " 8.417466e-02, 1.995254e-01, 1.928558e-02, 1.056796e-01, \n", " 4.180298e+00, 5.000000e-01, 2.496343e+00, 7.750371e-01, \n", " 8.921799e-01, 5.951246e-01, 5.185538e-01, 2.880820e-01, \n", " 7.065108e-01, 6.719107e-01, 4.805219e-01, 3.172662e-01],\n", " [7.396488e+00, 1.253746e+00, 1.280066e+00, 2.797474e-02, \n", " 1.013265e+01, 1.598121e-01, 1.333844e+00, 2.000000e+00, \n", " 8.155630e-02, 1.638651e-01, 3.032052e-02, 1.636961e-01, \n", " 3.824177e+00, 5.647208e-01, 3.252333e+00, 3.944877e-01, \n", " 5.376554e-01, 3.143310e-01, 9.333084e-01, 7.893691e-01, \n", " 5.304268e-01, 5.238169e-01, 4.597239e-01, 2.754746e-01]])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Confirm that all 10 oscillators are \"good\"\n", "\n", "For each set of parameters (each row in good_params), print the period and the amplitude of each state. The period should be close to 23.6 and no state should have an amplitude smaller than 0.1." ] }, { "cell_type": "code", "execution_count": 105, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "period = 24.22, amps y1 = 1.79, y2 = 9.45, y3 = 3.45, y4 = 0.73, y5 = 0.31, y6 = 0.19, y7 = 0.08\n", "period = 23.63, amps y1 = 0.65, y2 = 1.88, y3 = 1.44, y4 = 1.85, y5 = 1.23, y6 = 0.82, y7 = 0.38\n", "period = 24.62, amps y1 = 0.51, y2 = 1.22, y3 = 1.18, y4 = 0.27, y5 = 0.39, y6 = 0.09, y7 = 0.21\n", "period = 22.95, amps y1 = 1.41, y2 = 3.76, y3 = 1.28, y4 = 0.96, y5 = 1.02, y6 = 0.05, y7 = 0.04\n", "period = 23.94, amps y1 = 1.47, y2 = 4.59, y3 = 1.52, y4 = 9.71, y5 = 2.72, y6 = 1.34, y7 = 1.04\n", "period = 24.47, amps y1 = 0.26, y2 = 0.51, y3 = 0.24, y4 = 5.55, y5 = 1.45, y6 = 0.10, y7 = 0.09\n", "period = 23.96, amps y1 = 0.54, y2 = 1.54, y3 = 0.89, y4 = 1.47, y5 = 1.38, y6 = 0.12, y7 = 0.19\n", "period = 23.00, amps y1 = 1.53, y2 = 0.50, y3 = 0.29, y4 = 1.75, y5 = 0.25, y6 = 0.11, y7 = 0.19\n", "period = 23.57, amps y1 = 2.17, y2 = 4.15, y3 = 2.61, y4 = 0.26, y5 = 0.21, y6 = 0.08, y7 = 0.06\n", "period = 23.17, amps y1 = 1.82, y2 = 9.12, y3 = 4.25, y4 = 0.19, y5 = 0.10, y6 = 0.06, y7 = 0.04\n" ] } ], "source": [ "for i in range(good_params.shape[0]):\n", " print( \"period = %0.2f, amps y1 = %0.2f, y2 = %0.2f, y3 = %0.2f, y4 = %0.2f, y5 = %0.2f, y6 = %0.2f, y7 = %0.2f\" % \n", " (bw_period( good_params[i,:]),\n", " bw_amplitude( good_params[i,:], which_state=0 ),\n", " bw_amplitude( good_params[i,:], which_state=1 ),\n", " bw_amplitude( good_params[i,:], which_state=2 ),\n", " bw_amplitude( good_params[i,:], which_state=3 ),\n", " bw_amplitude( good_params[i,:], which_state=4 ),\n", " bw_amplitude( good_params[i,:], which_state=5 ),\n", " bw_amplitude( good_params[i,:], which_state=6 )) )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Compute the sensitivities.\n", "\n", "Now we will use small perturbations on multiple parameter sets.\n", "\n", "For each of the good parameter sets, compute the sensitivity of the period, the sensitivity of the amplitude of X, the sensitivity of the amplitude of Y, the sensitivity of the amplitude of Z, and the sensitivity of the sum of all three amplitudes. Each result should be in an ND-array of size num_runs x num_params.\n", "\n", "Save the results in a file named goodwin_sensitivity.npz. If that file already exists, just read it in." ] }, { "cell_type": "code", "execution_count": 106, "metadata": {}, "outputs": [], "source": [ "num_params = good_params.shape[1]\n", "num_runs = good_params.shape[0]\n", "\n", "fn = 'bw_sensitivity.npz'\n", "\n", "if not os.path.isfile( fn ):\n", " pRel = np.zeros((num_runs,num_params))\n", " aY1Rel = np.zeros((num_runs,num_params))\n", " aY2Rel = np.zeros((num_runs,num_params))\n", " aY3Rel = np.zeros((num_runs,num_params))\n", " aY4Rel = np.zeros((num_runs,num_params))\n", " aY5Rel = np.zeros((num_runs,num_params))\n", " aY6Rel = np.zeros((num_runs,num_params))\n", " aY7Rel = np.zeros((num_runs,num_params))\n", " aBRel = np.zeros((num_runs,num_params))\n", "\n", "\n", " for run_num in range(num_runs):\n", " pRel[run_num,:] = sensitivity( bw_period, np.array(good_params[run_num,:]), 0.05 )\n", " aY1Rel[run_num,:] = sensitivity( lambda p: bw_amplitude( p, which_state = 0), good_params[run_num,:], 0.05 )\n", " aY2Rel[run_num,:] = sensitivity( lambda p: bw_amplitude( p, which_state = 1), good_params[run_num,:], 0.05 )\n", " aY3Rel[run_num,:] = sensitivity( lambda p: bw_amplitude( p, which_state = 2), good_params[run_num,:], 0.05 )\n", " aY4Rel[run_num,:] = sensitivity( lambda p: bw_amplitude( p, which_state = 3), good_params[run_num,:], 0.05 )\n", " aY5Rel[run_num,:] = sensitivity( lambda p: bw_amplitude( p, which_state = 4), good_params[run_num,:], 0.05 )\n", " aY6Rel[run_num,:] = sensitivity( lambda p: bw_amplitude( p, which_state = 5), good_params[run_num,:], 0.05 )\n", " aY7Rel[run_num,:] = sensitivity( lambda p: bw_amplitude( p, which_state = 6), good_params[run_num,:], 0.05 )\n", " aBRel[run_num,:] = sensitivity( lambda p: bw_amplitude( p, which_state = -2), good_params[run_num,:], 0.05 )\n", "\n", "\n", " np.savez( fn, pRel=pRel, aY1Rel=aY1Rel, aY2Rel=aY2Rel, aY3Rel=aY3Rel, aY4Rel=aY4Rel, \n", " aY5Rel=aY5Rel, aY6Rel=aY6Rel, aY7Rel=aY7Rel, aBRel=aBRel )\n", "\n", "else:\n", " f = np.load( fn )\n", " pRel = f['pRel']\n", " aY1Rel = f['aY1Rel']\n", " aY2Rel = f['aY2Rel']\n", " aY3Rel = f['aY3Rel']\n", " aY4Rel = f['aY4Rel']\n", " aY5Rel = f['aY5Rel']\n", " aY6Rel = f['aY6Rel']\n", " aY7Rel = f['aY7Rel']\n", " aBRel = f['aBRel']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot the sensitivities\n", "\n", "For each type of sensitivity, make a boxplot. The x-axis should be labeled with the parameter names.\n", "\n", "Plot the sensitivities for the parameters in Figure 6, then repeat the process for all parameters (except regulation terms) in the positive and negative feedback loops.\n", "\n", "Conclusion: It is not clear that the negative loop is less sensitive, but it is clear that the Hill coefficients are highly influential." ] }, { "cell_type": "code", "execution_count": 115, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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graTlklZI8kHRXc1JcmrVx2JwdSFJ2yRJOk3SReH5QEnD0w/NucpKUk36GTACODU8Xwn8NLWInMtIkuYYB5nZ/pLmAZjZUkl+D7SrOUn2DOsk9eC9YawGkH7Hw+dI+rOkBZKmpFmWc+2S7BmuAu4GdpA0GRgNfDutgCQdBhwHfMTM1kjaoaN1nCuHJGeTbpY0l6hbegHHm9miFGM6E7jUzNaE8t9KsSznNolrqHeQpGclrSTqdXummU1NOREgGjfuUEl/kDRL0oEdruFcGcTtGX4KnA88QTQO9BXAUeUotINeuHsCjURd3x9INNro7pbXfbWk8UQNCRk0aFA5wnJ1Li4ZtsoZ1fN2SReWq9BivXDDpk7L7gpf/qckbQT6A5sNwmBm1wDXQNQlfblic/UrLhn6STqx2HMzuyulmO4BDgNmStqLqCtL74XbpS4uGWYBo4o8NyCtZPgV8CtJ84G1wOfzq0jOpSHufobTKxlITrlrgdOyKNvVNx+focwaGxuRVHACir7W2NiYceSuqkbuqQVLly4tadw2v10ke75ncC5I0oR7W0kXSbo2PN9T0jHph+ZcZSXZM/waWEPUjBvgNeB7qUXkXEaSJMOHzGwKsA7AzFYRtVFyrqYkSYa1kt7Pe024P0S0p3CupiQ5mzQJeBgYKOlm4GBgbIoxOZeJJE24Hw1NuD9KVD36ig9S7mpRh8kg6X5gGnCfmb2bfkjOZSPJMcNlRENYLZR0h6TRkrZJOS7nKi5JNWkWMCvcB304cAZRY7o+sSs6180kao4RziaNAk4G9gduSDMo57KQ5JjhNqLRPh8m6oR4Vvv4bs7VkiR7huuAMWa2Ie1gnMtS0WSQdLiZtQLbAcflt6pM8U435zIRt2cYCbSy+d1u7dK80825TMTd6TYxPLzEzF7KfU1SU6pROZeBJNcZ7iww745yB+Jc1uKOGYYAzUDfvF4y+gB+0c3VnLhjhr2BY4B+bH7csILowptzNSXumOFe4F5JI8xsTgVjci4TSa4zzJN0NlGVaVP1yMy+kEZAkvYDfhHKWg+cZWZPpVGWc7mSHEDfSNQv6lFEHYntSlRVSssU4GIz2w/4TnjuXOqSJMMeZnYR8K6Z3QD8B3BQijEZ7zUC7Au8nmJZzm2SpJq0Lvx9R9Iw4E0gzQFEzgUekXQZUbJ+rNBC3gu3K7ckyXCNpAbgIuA+oDdR9aVkHXRJfwTwVTO7U9JJRG2jtui123vhduWmauvTV9IyoJ+ZmaIGUcvMLPbeiZaWFmtra6tMgB2QVHKPetX2v6hVkuaaWUv+/LiLbl+L26CZ/bgcgRXwOlG7qN8S3Uz0fErlOLeZuGrS9hWLYnNnAFdK6gmsJhwXOJe2uItuF1cykJxyZwMHZFG2q29J7nTbC/g58EEzGybpw8CxZuZdTBZgE/vApL6lrecyleRs0rXA14GrAczsOUnT8P5WC9LFy0s/gJ5U/nhcckkuum1boDnE+jSCcS5LSZLhH6F/1fa+VkcDb6QalXMZSFJNOpvo4tYQSa8BLwGfTTUq5zKQpBOxF4FPSNqOaE+yCjgFeCXl2JyrqKLVJEl9JF0oaaqkI4mS4PPAC8BJlQrQuUqJ2zPcCCwF5hBdCJtA1Av3CWb2x/RDc66y4pJhdzPbF0DSL4kOmgeZ2eqKROZchcWdTWpvuk3oTW+xJ4KrZXF7ho9IWh4eC3h/eC7AOmpJ6lx3E9c2qUclA3Euaz4ounOBJ4NzgSeDc4Eng3NBomGsXOfkj2WRRENDQwqRuM7wZCizuHsZ/Kb/6ubVJOcCTwbnAk8G54JMkkHSZyQtkLRRUkveaxdKekHSXyQdlUV8rj5ldQA9HziR0MlAO0n7EN041AzsDDwmaS8fdtdVQiZ7BjNbZGZ/KfDSccAtZrYmDKr4AtGA7M6lrtqOGXYBXs15vjjM24Kk8ZLaJLUtWbKkIsG52pZaNSmup+0wRFaXeC/crtxSSwYz26Ib+QReAwbmPN81zHMuddVWTboPOEXS1mHg9T0BH8/NVURWp1ZPkLQYGAH8RtIjAGa2ALgNWAg8DJztZ5JcpWRyatXM7gbuLvLaZGByZSNyrvqqSc5lxpPBucCTwbnAk8G5wJPBucCTwbnAk8G5wJPBucCTwbnAk8G5wJPBucCTwbnAk8G5wJPBucC7l0xZfr+r+c+9u8nq4cmQMv+ydx9eTXIu8GRwLvBkcC7wZHAu8GRwLvBkcC7wZHAu8GRwLlAtXBSStAR4pYRV+wP/KHM4Xl71l7ebmQ3In1kTyVAqSW1m1tLxkl5ePZTn1STnAk8G54J6T4ZrvDwvr11dHzM4l6ve9wzObeLJ4FxQd8kg6WFJ70h6IG/+y5L6d3HbgyXNz5v3AUkzJa2UNDVm3bFxr5erTEkPSurX2XI6iKGPpMW5ZUla2cVtbvG+cl4bFN7b+UVen1TstTj1eKfbj4BtgS9WqLzVwEXAsDBlWqaZHZ1Ced8Fnkhhu8X8GHio3But2T2DpEslnZ3zfJKk883scWBFkdUukPQnSU9J2qOL5e8uaR6wj5nNJvqC5i9zuqS/SnoKOLgr5XWizJL2gMU+T0kHAB8EHi2wzhWSFkh6XNIWV3w7UfbukuZJOlDS8cBLwIK8ZSaEz3I2sHcp5dRsMgC3AiflPD8pzIuzzMz2BaYC/11qwZL2Bu4ExprZ00WW2Qm4mCgJDgH2KbW8pGV2UaHP83bgcqBQlWQ7oM3MmoFZwMRSCs19X8Ai4BtEn1vuMgcApwD7AUcDB5ZSVs1Wk8xsnqQdJO0MDACWmtmrHaw2PefvFSUWPQC4FzjRzBbGLHcQ8FszWwIg6VZgr5TLLFmhzxMYBTxoZovze/0ANvLej89NwF0lFLvZ+5J0GXCFma3MK+9Q4G4zWwUg6b4SyqrdZAhuB0YDO9LxXgHAijzujGXA34l+7VP5YmZYZv7nOQI4VNJZQG/gfZJWmtk3C6xbyueZ/74OAkZLmgL0AzZK2qIqWKpaT4ZbgWuJWjeOTLD8ycCl4e+cEstcC5wAPBK+GNOKLPcH4EpJHwCWA58Bnk25zK7a7PM0s6vaX5A0FmjJSYStiBLnFuBUYHYJ5eW/r0NzypsErDSzqZL2B66X9AOi7/Qo4OrOFlbTyWBmCyRtD7xmZm8ASHoSGAL0DgOzjzOzR8IqDZKeA9YAY7pQ7ruSjgFmhFOMVwF9iH45jwc+GXb7k4iS7h3gj6WW15kyu1jGFp9njHeB4ZK+DbxF9ANTSpmbvS8z26IKZGbPhGrms6Gsko6ZvDmGc0Etn01yrlM8GZwLPBmcCzwZnAs8GZwLPBmcCzwZnAv+HwPKTra3jXfwAAAAAElFTkSuQmCC\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "def plot_boxes(sens,which_param_names,ylab,title):\n", " \"\"\" \n", " Make a box plot of the sensitivities for just the given parameters.\n", " Use the given ylabel and title.\n", " sens is M x NP where NP is the number of parameters.\n", " which_param_names is a list of parameter names. \n", " \"\"\"\n", " plt.figure( figsize=(min(12,len(which_param_names)/2),4) )\n", " idxs = get_indices_from_names(which_param_names)\n", " plt.boxplot( sens[:,idxs] );\n", " plt.axhline(color='gray')\n", " plt.xticks( ticks=np.arange(1,len(which_param_names)+1), labels=which_param_names);\n", " plt.ylabel( ylab )\n", " plt.title( title )\n", "\n", "plot_boxes( pRel, param_names, 'Relative Period Sensitivity', 'All Params')\n", "plot_boxes( pRel, ['v1b','k1d','k1i','v4b','k4d'], 'Relative Period Sensitivity', 'Fig 6 Params')\n", "plot_boxes( aY3Rel,['v1b','k1d','k1i','v4b','k4d'], 'Nuclear Per Amp Sensitivity', 'Fig 6 Params' )\n", "plot_boxes( aBRel, ['v1b','k1d','k1i','v4b','k4d'], 'Bmal1 Amp Sensitivity', 'Fig 6 Params')\n", "\n", "plot_boxes( pRel, neg_loop, 'Period Sensitivity', 'Negative Loop' )\n", "plot_boxes( pRel, pos_loop, 'Period Sensitivity', 'Positive Loop' )\n", "plot_boxes( pRel, regulation_terms, 'Period Sensitivity', 'Regulation Terms' )\n", "\n", "plot_boxes( aY3Rel, neg_loop, 'Nuclear Per Amp Sensitivity', 'Negative Loop' )\n", "plot_boxes( aY3Rel, pos_loop, 'Nuclear Per Amp Sensitivity', 'Positive Loop' )\n", "plot_boxes( aY3Rel, regulation_terms, 'Nuclear Per Amp Sensitivity', 'Regulation Terms' )\n", "\n", "plot_boxes( aBRel, neg_loop, 'Bmal1 Amp Sensitivity', 'Negative Loop' )\n", "plot_boxes( aBRel, pos_loop, 'Bmal1 Amp Sensitivity', 'Positive Loop' )\n", "plot_boxes( aBRel, regulation_terms, 'Bmal1 Amp Sensitivity', 'Regulation Terms' )\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Investigate the effects of the inhibition constant\n", "\n", "This one seems to be a bit different between the paper and our code. Also, it has a large effect. We had been look at the simulations just to make sure everything is OK." ] }, { "cell_type": "code", "execution_count": 111, "metadata": {}, "outputs": [ { "data": { "image/png": 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pSSnhp8d/eu54NYUn4Zl1vEBpujIYk8esZqCG/V37uXvt3bjsqhjxhbM9XPkvz/GBn+zlwz8/wO5/foafvNzA7atuJ8WVcv712FcHI53nairMwBGnMolaY08Y/PbMb/GH/LxvzfsAGByb5D0/3MPHfnmQX77etOjrWRHCAJRv99rCa/npyZ+eK+hoCmcZlFxuzocU7QRkTGohGj87+TNcdhd3Vd819dzZrmE++NN9VP3d42z9p6f40sMnmQzYuHf9vRzqPsTB7nDbiIYXVb572hxpgZGSvwk6Dpu3PxOpGahhX+c+7qq+C4dNZbZ877la7v7xXmq7R9hclM7hFi/v/M/X+OmrTbx/7fs53necA13h37/lddWCwmNiULAwdt0ef6j9Aw6bg1srbgXg6ZNd/K//2ktGoouf3LOd3350N5eVefjSIyf5j+daeOfqd/JM8zO0DreqHbS8rh4XMhsjEgq2K1dkDPXCCskQv6/9PVcUXEFpaikT/iDv+/HrHG4e5Gt3bOQPH5tjamCUuGSFQad3gu89V8s//Ok4Dx1pZzIQ4r4N9+H1eflDbbiPUOMrytef4DHnQ/M2qccY1NoAJgIT/Lnhz9xUehMZ8RkAvFrby9u+9wr7mwa4a2cxu1dl8MCrDdz63Ze5MucWkp3J/ObMb5QJ3/yaeYJTI3+LyuaKQWvqkfpHsAv71M3tN/tb+NcnznD75nye+T/X8O93buHFz1zLG9fm8I8Pn8Q2up1kVzIP1jyodtC8RwXJzawJSMyE1CLoPGbePk3AH/TzSN0jXFd0HR63h+a+MT75q0Osy0/ld39xOddX57Cj1MOPP7CDO3cW8b3n6vAEr0VKyZ/qwl1/W15XtSuZswy910veJjUgqL/B3P0a4EDXATpHO7m1XJ1bX3n0FMfbhvjee7fyrh1F2GyLX0dySQqDh4+0c82/PsfXnzzDgwda+cT/HOJt//EKGY7VbM7azM9P/pygf0IVPM01tzdS4tMhvSxmNd3nWp5j1D/KbatUc72G3lE+8osDFKYn8MRfX80Xb13H9+7ayi8/uItO7wQf/fkxbi57M081PcVA+wF1wy7aZe6i8jarx44j5u7XICEZ4tH6R7mi4Ao8bg8t/WN88aETXL4qg3995ybcTtVjKMHl4N/v3MrOMg9//8ezXJX3Bp5ueprhgXrVNdNo4dRM5G6IOWHwSvsrDPgGuL3idqSUfO4PxxBC8J93byMx7ly9gM0m+Kfb1rOtJJ1/+3M3W7N38nDdw4RkSF2PhTvNCbZPJzecydUVO8fs0fpHiXfEc23RtRxuGeTne5q494oy3rA2Z8nWdMkJg9ruET7xq0NsLEzlhU9fx7Ev3sT37tpKS/8Y7/3R69xa9m7aRtrYc/J/lLZQYrI5lr8Z2mPrxqbxp7o/kZeYx/bc7YRCks88eASbEPzoA9vJSTlXcLd7VQbfvWsLJzuGGOjchj/k56Hj4aHsZt/c8reoxxizpg50HaBrrIu3lL8FgC8/ehIBfO0dG3Haz79sXA4b33r3ZmxCUFNXjS/o44mj/6VeLDZZeIJKU+09C/5x8/etk6ebnibZmczuvN28cLaHl2t7+ZubqshPi79oW4fdxtffuYnxySBB7zbaRto40PyCmo8dDeGZVa3ap8SIAPUH/TzV9BQ3FN9AvCOerzx6ksykOD71xtVLuq5LThhUZCfxw7u384sPXkZxRgI2m+DNG/P42X2X0TPs4w+vpJHqSuWPmqsoGm4Pb3PMNa3z+rzsad/DLWW3YBM2/ni4jX2NA3z+ljUUeRIu2v766hzev7uEP+wNUp5SzeM9+5Xlk1Fh7sISPGpIUIyllz7d9DRuu5tri67leJuXJ0508aGryylMv/hYAeSnxfPXN1ZysCaZ3PgSHml7Cexx51yHZpK7QfXC6j5p/r514A/5eb71ea4pugaHzcG3n6mhIC2eO3cWz/qessxE3rerhFeO5uK2J/Doqf9WLxTtNH+Bjjjleuo8bv6+dXCw+yBDk0O8oeQN7G8aYF/jAH91fQVJcUvbHeiSEwYAN67NIc5xfqvgzUVpfOEta3i11ktl4tU8O9KIN7MSkuboKaMHze0RYze3l9teJiiDXF98PcGQ5DvP1LAuP4V3bCuc9T3/5w1VpLidTAys53hwmNaCzeab8KAEaAwdLyklz7c8z668XcQ74vnW0zWkuB3ce+XctSjv21VCfmo8E4PrODjZR2/BJnUjMhutz06M3NwOdB3A6/NyY/GNvFrXx6HmQT523SpcjrnPlb+8voIEZwLJofU813OIoLCpNiXRIHd9zFgGz7c8j8vmYlfeLv7zhXrSE5y8a7uJSRk6uSSFwWzctbOYHaXpHD1ZwSSSp3JKzf+QqSBy7NzcQJ2AGe4M1meu55Gj7TT2jfFX11fMGahKTXDyiRsq6WjIBeCJFAON6eYidyMMNqnWxTFAzWAN7aPtXFt0Lc19Yzxzuot7rigjxT1znYGG22nnEzdU0tNWihTwvCc3OgtMK1GNEWPo5hZnj+Pygsv5xZ4m0hOccyoZGp5EF3fuLKK1rYL+kI8jedWRjVCNhJz1MNwOo33R2f8CkVLyQusL7MzbSc+Q5OlTXdy9u5R4l845FyayooSBEILP3bKGVK+fQr+fp22T5n9IfJpKJYyhILI/6OeVtle4pugabMLGj15qoCI7iTeunf9m9d7LirnOOcDGCR9P+Huis8Ccdeqx+1R09h8hz7c8D8DVhVfzP/uaEcCdOxemud2+pYDddj9Ffj9PE6We9DabOmYxIgxea3+NbTnbGBm38dTJLt6xrfAiy3w2PnB5KaGRCpxS8kxqRvQWqVlTSxxEbhhqoGW4hWsKr+F3B9sQYuHnVrRZUcIAYEtxOu8v7OMNo+O8PtrM0GQUtNG8TTFzoQIc6D7AsH+Yawqv4Xibl2NtXu7eVbKg9DW308578zu5cXScUyMt53LCzURrPRAjPvBX2l5hbcZaUl0Z/HZ/CzesySEv9eJA6Ey4nXbeXzLAjaPj7Bmqi875Berm1nV8yQe3dI52Uu+tZ3febh480EogJHnPHLGCCylMT+ADqwS7xid4Ojg4e0NJo8SIa02r6L887wp+d6CVKysyF3xuRZsVJwwA3pzRxuWjQQIyyAstL5j/AdlrVffFGGkZ8FLrS1M+yt/sbyHOYeP2zQULfv8WWx2Fo6oW46W2KEzaSi1WI0djQBiM+cc42nOUXXm7eKmmh96RSd6zIzLNbbe7mc2jdoIyyMutUWqfnLMeJkeUe20J2dOh2q/szt/Nnw63sbU4jVVZkbl63pnfzw2jY7T7vdQMRqk9d2ImJOUs+Tm2t2MvBUkFtPcl0DY4zh1b53enLRYrUhhkeY8RTxkimMpTjVEYmJ29BpDQc9r8fetgb+deNmdvxi7i+OOhNm5en0tqwtz+7ymkxNl1hPikDeDP5PnmKAhPm02l/8WAm+hQ9yECMsBluZfx6NEOUuOdXFWZFdE+3N1HSLVXQiiBV9peic5Cs8LdU3vPRmf/C+S19tfwuD3YA3mc7hzmzRvzI97H6lANW8eVRTBjM0mzyKqCnjPR2/88BENB9nXtY2fuTv58rAO308Yb1y1dXcGFrDxh4B+HrhPEl+7C513Ly+2v4gv6zP2M7LXqMQZuboMTg5zpP8PO3J28XNPL0ESA27cs3Cqgvx58XrKrLmNyuIq9nfsYD0Qhvz1nLXSdUJXOS8jrna/jsDlY49nIkye7uGldzrxZMecxMQR9NSSW7sA/XMHzLS9Hx/WRFc5JX0KFIyRD7OnYw668XTx+vAuAWzZEHjS3tR/GkVBJyJfN8y1RHESTVa2EwRKdY2cGzjA8OcyO3B08dbKLqyqzSHDFzrBJU4SBEOJNQogzQohaIcRnZ3j9HiFEjxDicPjfB834XF10HIVQgNKNV+OaXIs/5DvXS8Ys0kvVGM0YEAb7u/YjkezM28ljxzpJcTu4fFXmwncQDoSv2nQVKXIDATnJvs595i80e52aQz3Sbf6+I2Bvx142Zm5kX/0II74Ab4lU0w1XUpdvugrnZDVD/n7ODkRBe49PV26PnqWzDOoH6+mf6GdX3i4eO9bJtpL0yP3fwQB0HiOpbAeBkdUc7jkYHWUDIHM1TA6rTrJLgHbdpLKGdu/EklYbz4RhYSCEsAPfA24G1gJ3CiHWzrDpr6WUm8P/fmT0c3UTbvDlKtnJW1ZfiQw5eLbJZD+4za5M0q6lH8S9t3Mv8Y54Vqeu5amTnbxhbW5kmm77IbDHYc9ZyzvWXo0MOXmi/lnzFxoDQWSvz8up/lNclncZz57uJtntYPeqCDNcwinFrqJt3FCiupW+0BKFOAuE3R5LZxkc6lHftShhHSc7hvTd3HrPQGCc9FU7yXNtJCj95itnGlnhnkdL5Cp6veN1SlNK2V8fwibghmqTa5wMYoZlsBOolVLWSykngV8Bt5mw3+jQul81+krO4c4dFQTHynimcYYJVUbJXhsTlsG+zn1syd7CweYhhiYC3Lw+QjO+/bBKY3S4uH1zKcHRVbzUGoWZDVPppUsnDA51HyIkQ2zP2c7zZ3q4qjLzotYT89J+SAXEEzN526a1BCdyebwuCnEWWHK3x+Huw3jcHmrbVGHdtVWRxVaAc21I8rfw5kqlnD0djesRzsVZlkAYhGSIQ92H2J67nSdPdLK9xENGUhQKEg1ghjAoAKZPYmgNP3chdwghjgohHhRCzJieIYT4sBBivxBif09PlHLa2w9N9cPZUJBKGuvpnWymY8Rk0zF7jerNvoRtKfon+qkdrGVH7g5eONODy2HjiooIXEShkHJ7hI/X6pwkUkU1A/42uka7zF1sYqZq97yEmu7RnqM4hANXsJTOoQmuXa1Dc2s/pPpTAbvLM7D7VlM3fML8uBQsudvjYNdBtmRv4cWaXnJT3FTlzDzZbE7aD6lMsowK3rKxhOB4KS+1RGlAVGIWuNOUNbLINHgbGPGPUJ60jtOdw1y/JrasAli8APLDQKmUciPwFPDTmTaSUt4vpdwupdyelaVDy5iPCa/qJBmuEhZCcGOpMuWfbDBZe8vRgshLp+ke7TkKwNbsrbxwtofLyjyRVTr214NvaEoYCCG4tlj1cnquKQrjPTMroXeGucuLxJGeI6z2rOa12mEArolU0x0fUOdX+Hi5HDY2ZmwjhJ9DXVFoXjil6S6+AO0Z66F1pJWNmZt4qaaXa1ZnXTTveEG0H1LXo81GdW4yybKK7olGvD6v+YsW4pw1tcho1+LEiEolvTISpWyRMEMYtAHTNf3C8HNTSCn7pJSaavQjIEoNSOZBKziZ1jzs3Zu3E/Kn8FityVkMWZoPfOlcRZqmm2Yvo6Z7hGtWR3hz06qotc6iwF1bdiGD8TxSEwVTPqMC+qKUZz4PwVCQY73H2Ji5kefOdLM2L+W8Tq4LQosR5W2ceuqOtVchpeChM1GIGyyh2+NQt4oXJMgKhicCkQtOUMNmuk6cp5xdUbgThOTlaI1CzVq9JMfrSM8RUlwpnGqOIz3Bydq8lEVfw3yYIQz2AZVCiDIhhAt4D/DQ9A2EEHnT/rwVWJo7ZKeSzlPViMC6/FTcwUrOeg+bmwKYkg/OROhbOk33aM9RVntWs7deabpXRyoM2g+Bw33upgNsKEjD6a/g9EAUei9lVsJoz5IMuqkdrGU8ME51+gYONg3ou7lpykbO+qmn3rSuDOnLY097FDKwEjMh3rMklsGh7kPE2eNo6fRgE0TmftTor1djZ6cdrzvW7UaGHDx6Nkr1GZlVao73IvcoOtp7lA2ZG3itvp/dqzKWZHjNfBgWBlLKAPCXwBOom/xvpJQnhBBfEkLcGt7sE0KIE0KII8AngHuMfq4uOo5CYjYknwuiCiHYnLWNgPByvLvOvM8SAjJWqaHoS8B0TfeFsz3kpbqpzI6wCVjXcRX7sJ/LhRZCsDZ9Kz7RS/1As7mLzqhUj0vgKjrSo9w40ldMICS5PNIsIlB9bxLCla5hElwOclxr6fGfZTJoci8sIZQA7TPxvF0gx3qPsS5jHQcah1ibn0Jq/AKLGKejtWzRkgeAy8pyEL4SjvZGKaMoM1yfsYhK2qh/lNqBWooT19DhnYgstXsRMSVmIKV8TEq5Wkq5Skr5lfBzfy+lfCj8//8rpVwnpdwkpbxOSrk0UcLOo+eZ8BpvX6PiBr85/ry5n5dZuWRujzpvHWOBMTZkbuS1+j6urMiMzKcrpdJ0p12oGjdXqIHlvz3xvEmrDZMZFgZLcMyO9BzB4/ZQ1xaHwybYVpIe+U46j6tWyRcc58vydoDw82xDFKwDz6pFFwaBUIDT/aep9qzlUPMgO0t1NpjrOgHCfp7l6bTbKIpfjzfYxJAvCn2dMlapx/568/c9C8d7jyORBMaVN12XFbUIrJwK5IBPmdO5FwuDm1ZvgEAyezpMvlgzKmGwZUkmUmkBq2SxisExP7vKI7xgR7qVOZ2z4aKX3r5uOzKQyEstJvt100vVRKolsKaO9hxlY9ZG9jYOsKEwNfLK0GBAxYemuTw03rleKRsPn4mC68NTrlozT0apQ+oM1A3W4Qv6SKIUXyDEzjKdM8S7TigFwHl+bOaq4stASB49G4XWFGnFSgD1L54A1a7Fts4sclPclGbMPCBpqVk5wqD7JIQCM1oGDruNbNc6On3HCQZN7AKZWQnIRdVCNI72HCUtLo3mLlURGvEF23WxCa+REOcgzb6a1nGTM6XsTjVDepEtA6/PS+NQI2vS13OkZZDLynRouv11EPTNKAy2FBRg8+dzJBquj4xy9TiweMPeT/ap333Iq9ytO0p1WFGg3JAznF/v2nAlUtp5oi4KwsDuVAJhEa/Joz1HKUst41jzJNtL0/VlXS0CK0cYdGjB44uFAcDO3B3gGOKZOhNvcNqIyCXWdPNT3RSmR9gmQMuMmeFiBdiYsYmgvYej7Sa3tF6C9NITfeq7ugKlBEKSy8p1aLqa/zv3YmEghKAoYS2DoTom/H4jS70YT9jtsYiuohN9J0hyJnGmNY7K7CR9xVPjg+BtmVF4rspMxxUo5vRglNrAe8oX/XiVJ1fT7p3Q535cJFaOMOg8Cq5kpXnOwDvXXQPAH0+bmDKpCYNF1nRH/aPUe+tZn7GevQ39XFaeEbk20nUCUgrUjOIZePNqNej9tydMTsnNqFBaWyho7n7n4FSfSm7r7svAJmC7ngu26zjYnCpbZQZ2F2xF2Hw8ctrkLCxP2DJYRE33RO8J1njWcLDJq99FpNXfzCAMAMqS1zIiGxmemNC5yjnwlEN/w6JUbveO99Iz3oM7pGY8WMIgFug4qlJKZ5nhuyVvNbZQIke6TSwOiktSN9RF1nRP959GIslwrqJn2Kfvgp0leKxxw6ptIO3sbT9oYKUzkFmp3C2DJmcqzcHp/tMUJBVwojVAdW4KyfOMt5yRzuOq943DNePLb1+rivWerH3dyFIvxp2iKmsXyQfuD/o5M3CGHHclI76AfmEwlYY78zl2eeFWhC3Aw6f361zpHGSsAp93UboDaIrG8FAO8U47a2KwvkBjZQiDUEhpurkXB0M1hBDkx1czGKrBO2aiKb8EhVSn+1Wy1pBX5crvKI3wgg1MqpL9WbQ2ALfDTZq9nPaJUwRDJmpYmuW2iD7wU/2nqEqv5kiLl60lafp20nVizuNVnVmOTSZxsj8Krg/PKuhbHMugZrAGf8gPE6qSdnuk55ZG13HVeTVl5q6wt61RwjM6GViaNRV9Aapdi43taWwqSo2819UiErsrM5PBRvCPzujPnc6O3C3Y4np4rsbEG5HmA1/EZmKn+k7hcXuoabeRluBkVVZiZDvoPauC7XNYBgDrPBuRrlaOtvUaWO0FeMLCoH9xhMHI5AhNQ03kuMsZ8QXYXKTDjB/rVxk9cxwvIQR5cVUMhGoZnzTZBeYpXzQ3kRZf6R/IITs5jvzUCKu0NTThOYv7ssJTiD2Uxqn+KIyp9Cxeeump/lMUJBVyusMf0y4iWCnCQGsJkT1TZ+1z3FRxGQCP15qYMukpVybpIlbVnu4/zZqMNRxp9bKpME1HvCB8Ac5hSQHcWL5TmfKnTDTlk/PBHgcDjebtcw7ODKjWBKEJpaFuKU6LfCdTx2tuZWNrzmZsrh5erDV5VGXG4qWXnuw7SbIrmbNtTjYV6Ti3QFnq3SfnVTby3dUMRkN4phWDsC1KEPlU3yly4lYRDEm2l+i0ohaJFSIMwsGqrJmDexpbcjaCFFN5waaQvria7mRwkrrBOipSqjjbNczmorTId9J1XN2QNQ1qFq4t3QnAa20mCgObDdJLFs1NpJnxff1ZpMY7KcuI0IqCacrG3De3N1WooPufzY4bLKKme3bgLBWpVTT0juk7t0D9tv6xeYXBttxN2Fz9PFdj8k3b4VJt7KN8vIYnh2kdacURUC41XYrGIrJChMEppQ3Ezd1iN8GZQIarlIFgDX0jJrUcTi9Vj4t0c6sdrCUgA8TJYkISNuvSdE9AdvV5bShmIjM+kwSRTcv4KQJm1mekl0F/o3n7m4OTfSfJcGdwshU2FaXp6xnTc1q1Rk6auy3x9jylbBzqPqxrrbOySBlFIRmiZqCGVIfKjNlUmKZvR1qjOK2Z4yzcHM5Ye9xs4QkqiBzlmIGmaIwM5VCSkUBawszJBbHCyhEG87iINDZnb8Ie38yrdSbNU1hkYaCdgKNDqj+Orgs2guO1Om090tXEsTYTWw57ytTxWoQ4y+n+01SmV1HTNcIWvZpuzxnVUmEel0mCM4F0Zwk9k2cZmwzo+6yZmGqxEN2bW9twG+OBceSEKjbbWJSqb0daYz1tjvMsbMvdANLO4Z4otP/2lKugexTPMS2TqLkznQ0FOo/VInLpC4PApAqIZs+thWhcV7IDYZ/kiRqTTkBXAiTlLqqmm+hMpKEjjpKMBDyJEWojE141LGVav5i5uKJoCzbnEE+dMTFjKr0MJkdg1MTA9Az4gj7qButIt5cRkgbM+J7T87ogNdZnbMTmbmZvg4nfLS45nF4aXctAm+XcO5DBqqxEUvSk4IISnsn54J77BhlnjyPDWUav/yyjPhOFJyxKLO90/2ky3Jl09DstYRAT9NepzJgFarpbc1Tv/gNdJhYHpZcuqmVQ7anmSOuQPp+uNmB9gcJgV8FmAF5uMbHeQMsoinIQuX6wnqAMEghrurqO10gPjPUtWNm4tnQbwj7JkzUmZ8mklUS9NuPswFkEgprWJDbptaIgMuGZuQFbXBsHmkxuOZ1Woh4HTQ7mT6NmsIYct3LhbSi0hMHSowWPF3ixFiYXEm9LZSBQS6fXpOpHT9miZMeEZIizA2cpSqygc2hCpzBYmAmvUeWpQmCjfui0eXGDRao1qB1UxYD9AxkUe3T6dKeO18JubltzVDuU/R0mJilAOOgevRsbKGFQkFhE37DUHzwOhZSlvkBl46riLQj7JM+a2SYG1PGCqB2zQChA/WA9jqAa5bLesgxigO5Tqkth5sJubkIIqtPXYXO3srfRpArF9DIYagd/FErrp9E+0s54YBxHUKVJ6tLeek6rgTaa5jQP8Y54ctylBJ3NnO4cjvzzZiKtGBBRz8CqGajBaXPS0BHPunydlaFTwmBhN7ey1DLsxNEyehZfwMSUybRi8LZGtY3H2YGzeJzqvNDt9hhqVZlECxSe28ONJfd1mBw3SFNB8GhZU83DzUyGJhkbyaI0I0G/S20RWRnCIKMCHAtvprUzfyO2uG72NLSbswZPGSCjapLCOU13bCQLu03oG63Xc0YVytkWPit5c84G7O429jWYZMo73aoyNcqWQc1gDSXJpTT1+fRrbj2nIS4FkvPm3xaw2+wUJ1Ui4lo53mZiv/60Egj5VbwnCoz5x2gZbsEeyMduE/rbKkxlEi1MeJamlGInjqaRM+ZWurtTVQZYlK7J2gF1LXZ0p7FBb9bVIrMChMHJBbuINDZkrUcIyZ5Wk1oHaBlFUdZ0NWHQ2ZvKqqxE3M6F39Cn0DJjImBn/iaEY4yXm0ycLZtetiiWQYZLabprdVsGC8skms7W3A3Y3O3sbzQxiKxpulFye9QO1iKRjAxn6z+3IGK3mt1mpyChgpCzhTNmWZ4aacVRswxqB2uxYaOzL5UNBbHbj2g6l7YwmBxTN5QFBo811mWqYpjWsTMMTZjQpyh9cQKiNQM15Cfmc7p9knX5OjRd3wh4mxd8oWqsz1CVt0e6j5s3R9pTGlXLYGhyiK6xLhzBAgDW6zleEFEwVGN73kaEzc9LTSYGkTWFI0o3Ny2TqK07zdgw957TavTsLN1wZ2JrjhKe+xpNSvfWiGKcpWaghkx3PkjnsogXwKUuDHrPAFIVUEVAZnwm6a4sbO42DjUPGl9HYia4khYlIFqcXE7XkE+fD7w3skwijYr0CuzCybCsp23QpKlu6WUw0hW1FguaGT86nEl2chxZyTp68o/2wWhPxMdrXYZSNk70nTBPeKYWAiJqbo+zA2dJcCTS1Z+gT9HQ6DkTsfC8rGATwubnxUaTg8haBlYUag1qB2tJFKry2BIGsUCEaZLT2ZC1Hnt8K/vNCCILoTS3KLo9/CE/Dd4Gkm3qBNR1wUboz9Vw2pyUpVRii29lf6NJedua28Nr8vCcMJpLrb0nzVi8ACJWNkpSSoizJTAmmmjqM0nYOeJU3CJKmu7ZgbPkxpcCQr9LTUpdbkjNUj/aE4V03MC4EugmMhGYoHm4Gf949rIJHsOlLgx6z6pMolkG2szFpuz12Fy9vN7YZs5aolxr0DLUgj/kJ+RTlce6Ltie02pAi47jtT13E3Z3O/vM8oNPCYPouT0SnUk0dDoWLZNIwyZsVKZVY3e3sr/JxKKn9OjVGtQP1hMvlUtNt5touAN8QxFbBiUpJbhEPEOhBvPSvSFqGUX13npCMoTXmxnT8wsu5NIXBp6yWQeOzIXmBz/WewK/GfnzaSUw2BK18veaQVUBPDCYQZEnntR4HdqIlkk0T0+imdiQtR5hm2RPy6nIP3cmUovUYxQDfPnxpYSk0O/26Dmj3H8pBRG/dXvuRuzuDvY1duv77JlIK4mKm2hgYoAB3wC+8UzyU92kR1rVrmFAeJanVilLvcnEgTRTQfdG8/bJtESOvjRW58zdDy2WuMSFQc2sYwjnY22GCjoHHS2caDchBTCtSJmkYyZXUoapGajBJmw0diSyLm/xgqEamvBsHjuDd9yEoHtyLtgcSoCajJSSmoEaEoTmUtNrGZxSx0tHG+d1WetABNnbZqIfPK0YhtogaO6c5Qavsmh7B1JZayheoN9tuyNvI7a4DvY2mOjSiZJlUDtQi0M4CfkyqM61hMHSEwyoVhSZlbrenuZOIzchP+wHN0EbWQRNtzCpmKY+v76bm39caUg6LlQIm/I2N7a4dg41m+D6sNmVxu01Xxj0jPcwNDlEYCKH1Hgnhenx+nZkQNnQgsitY2fNm6yXXgIyZHqcRRMG7T3J+gUnKGUj3qMSKiJEWZ4Bc4VnXBIkZJhuTZ0dPEtGXBFgZ7UlDGKAwSYITi648ngmNmVvIC6xjX1mCIO0sDCIws0NlDDIilM58+v05DX31gBS9/Gy2+ysTl+N3d1uTgYWhPPAzT9eWibRwKCHNXnJ+ga0+IaVDzyzQtcaCpMKSXAkY3O3cbh1UNc+LmJK0zX35tbgbcBpcxGcTNMfPIaw8KzUZUlplnrj8Bkm/GZWbpsfZ6kdqMUt83E5bJR4EkzddzS5dIWBliZpQBisy1hHyN7PwdZW4ymAU5aB+Te3icAEzUPNOMN9UIxlEunTdAHWZa7BEd/JoRaT/LqpRVERnvVe1d2ztSuF6lydN7c+JVDI0Gd5CiGo9lRhd3dw2DThGZ1+Ow1DDaQ7CwCbMcugr0b38SpKLiLOloB0tXOqw8zK7WJTj9eof5SusS7849lUZCXhiOGZxxeyfFYaKVPCQJ/mBue0kf5AIx1Gsxji01WwMQpuonpvPRLJxFg2GYkusvXkzPfVAmLe6WZzscazBikmONxRb07+fFqR0r6j4ANPcqYwOu7WH+DTRibqdEOCEp52dyeHWkzKwEopUOMczc6OGazHGcoh2e2gIE2nS21iSNWN6LwebcJGZfpqbO52DrcM6lvDTKSXKIUjZE6TxUZvIwB9A2lULSMXEVzqwiAxW92EdVLtUf5ze5wJrg8hoqbpatkLvf0eqnJ1uj36atXN16lzwDlQnaGO1xhNNPSO6t7PFKlFygc+ZFJ6b5iGoQYy41SRVlVukr6d9NYAQlcarsYazxoQfo501pojPO0ONSfAxOPlC/poG2nDN55JVY7OcwumWVL6lbMNWWtwuDs51GxiRlFKoXInj5kjkDWrs3/QEgaxQ2+NIRcRQGpcKrkJeTgS2jncYkJQNEo+8LrBOhw2B02dRjRd/Sa8RmVaJXZhN097S4uOa63B24BbqhkGlUaOV1qxIeFZ5VEuuWHZREu/SZXbqQWmBpCbhpqQSPoG0vQfKzhnSRk4x6o91WDzcbCjVv86LiRVZZSZpaTVe+uxCzuhyQyqllFaKVyqwmCq0tGYMABYk1GNO7HTnKBoWlFUiqgavA3kJxQxNok+bURKdbEa0NoAXHYXq9JW4UowSRikmh90H5ocone8l8BEFvmpbv3VoX21ho9XWWoZTpsLu7uDQ2YoG6BubiYKA03THRn2UJWj04qCaW5I/ZaUZql3jtfTPzqpfy3TSQ3XiHjNsaYavA2kOvNYbplEcKkKg7E+mBg0bBmAMuX9tm6OtXcbLz5LLVJjJSdMDIChTsA0pzqpdVkGw51qzKTBmxuoC9YRb9LNTdPaTLQMNJ/ugDdd/8WqCU8D8QJQbTwq0ipwxJvoB08pULMzTPKBN3gbEAhCk5nGbm6aJRVBK/kLWZW2CpuwY3N3cMSs4zWlcJgjQOu99cSFckmOc5Cfqt9qXAouTWEwFTw2drGCpo1I/I524y10o5Be6g/5aR1uxRFUbo/VerQ3zZ9rINiusTZjLUExzKmuNuMpgI44NT/aRGtKy5nv6EnWb8abKDzXZqzBGd9hjhsS1M0t6DPNB97gbSDZkQXSZczt0Vdr+HqMs8dRllKu0pfNEgbx6eCINyXO4g/5aRlqYXIii9V6Y3dLyCUuDIxbBlNBZLcJxVSpWh64ecKgZbiFgAwwMZZBQVo8yXrcHiYE9zS04yXj2jjR7jW8P9KKTD1eDd4GHMKBb8JAq4A+1frDjONV5akiKEY50d3CZMAEbd5kH3ijt5E4mUdGoouMJJ1avUluSFAZWK6ETvMsKSHCcRbjx0u7FvsHl1cbCo1LUxj0nFXSPqXQ8K5yE3NJdaWSkNRlXBuJgmWgabo9/an6rAJQwsDhNuV4VaWroKg9zqT236lFpqZKNngb8MTlA3b92R69YWFgguW5xqMGLwUdrZzuNMF9aKIPPCRDNHgbmBzPNHZzM9GSqkqvImTzcritxdz23yYcL+1aNBxfWSIuTWHQe1a5PGzGv54QguqMauKTOo0XByVmg91l+s0NoLUrSb9Pt69W1ReYcLySXEkUJxeTmNxlXkbRUJt5PvChBuLJQwioyNYrPOvAmaDSOA1SmV6JQGB3t5vjBzfRB9452slEcIIBo2mSJlpSmuU5SjONZrX/Tik0xU2kXYuhyaxlFzyGS1oYGHcRaazxrGGCNup7hxgcM5DFYLOFtRBzLYOMuCwmAwZ8ur01kKG/2OxCqj3V2ONNakuRWqTywEe6DO9K8+kGfVmUZhgY3dhXY5rwTHQmUpxcTHyiCZYnmOoD125uE2MZxiwDE92QWjqu3W1Sujeoa3K4EwLGMpQavA0k2TMg5F52aaVwKQoD/7jSvHU2EJuJak81QfzY4nqMa7up5vvA053KvaPrgg36VYM6E1weGmsy1uCjl7ahPnqGfcZ2prVYMEGAtg63EpABvENp+l1qEK5hMX5j06jOqMaZ0GGOJSWEaQrHOU03W39xHihLyhGvq9X3haTGpZKXmI8z3gRLfWqnBYBU1e4GqB+sJ07mkZkUpz++soRcesLANwJrb4XCbabt8lwQuc34BZtmXhWylFIFREM52PS6PQaaQAZN0do0zh0vE25wUz5w424P7ebW3ZeqX3MLTKpGcCYfLx+91Pf1mtP+O7XAFB94vbeeOFsyMphIRbYBTVezPE2wpACqPVW4E00SnjAt6K7/HJNS0jDUgH8i05jgXEJM+XWEEG8SQpwRQtQKIT47w+txQohfh19/XQhRasbnzkhSFrzrZ1Bxo2m7LE0pxW13k+HpNeHmVqxcHn7jE5t6x3sZ8Y8wOZ6p3+0x5c81zzLQhIHKnzdoymva5FC7wVWdEwYBnwGf7kCDapERheNld7dz1IwOpiYVnmmV2nmpOoclaZhQoDedak81k7ZuTnb24guY0MFUS5ww4FrrHutm1D/KwGD6sswkAhOEgRDCDnwPuBlYC9wphFh7wWb3AQNSygrgm8C/GP3cxURrzxwXTmkzlMWQavzE09Bubn0DqQbSJDV/rnkxg8z4TLLis0hL6+FIi8H0UncqOBNNEwbJDo8xn66JNRka51lSZrg+UgqVwmGCDzwwYTCTKDCp3JCmW56SoKODUx0Ga39gmvWp32JvGFLXom/chDYUr/47vPCvxvahAzMsg51ArZSyXko5CfwKuO2CbW4Dfhr+/4PADWKZVWRUe6oZpZnBsUljQ8xTwhkoJmq6Hb0pxjKJEjIgwWN4PdOp9lRjd3dwpHWQUMiA8BRCHTMzhOdQAwkiD6ddUJqZqG8nveZlxmhkxmeSGZ9Jamq3SW08ClE+cP3nmNfnpW+iD++Qx1gm0WA03ZAmWVKuRBV4N+Baqx9UbTtUfMWgMDjxR2h80dg+dGCGMCgApovU1vBzM24jpQwAXiDjwh0JIT4shNgvhNjf02PieDsTqM6oxhcaRTgHjF2wU5aBCcJgqAG3PZ6gP8VAJpG5JrxGtaea0VA7w75xGvoMdjA1QRho8RU5mc2qrCScevvM99WoFGG3gfGPM1DlqcIR38GRVq8JszOM+8A1RWPSqGUwZUmZ51bLS8wjxZVCglnpy6CsKYPHyyUSkIFkYw39QLkiPeXG9qGDmAogSynvl1Jul1Juz8rKWurlnEd1utJG4hMNVj8mqwE0ZrmJPC6DrZhN9udqVHmqCBHEFtdtPH8+tdCw8Oyb6GN4cpihYYM+3b56U11qGms8axiT7fSOjhqfnTElDPSfY1OZRL4s45lXYOoxU4OBVO2PeT2KjNUaNHgbiCOPwvQEkuIc+tcx4VW91Qy0RteLGcKgDSia9ndh+LkZtxFCOIBUIDqT4aNEZbpqz5yd1WdMGMQlKa3SBMug3luPK5SLy26jJEOH22NiCEY6o2YZgAnCE5RlMNyp5lrrRLu5Ge4zHyWtbUp4urqM3+BSzPGB23BAIF1/cR6oOeTxHkNzRWaiylPFBG3U9QwxNGFWBpaB4xWOrxiOF/Sr83S5Wgb7gEohRJkQwgW8B3jogm0eAj4Q/v87gGelabXki4Pb4aYstYy4hA5Otg8Z6yNjQsXjmH+MztFOJsczKc9K1Of26Fd+zmhoukXJRcQ74sn09Jlwc8tXfmcDhWfnNN1s/ZbB5KjKRTfQhnk2NMvTldBhfCayK0HdgI1ouoMNuMml2JNMgsuAptsfJeGZXkWQSWyuPo61mtADK7VQaeW+kYjfOjw5TPd4N0NG4ytw7pqMwjk2H4aFQTgG8JfAE8Ap4DdSyhNCiC8JIW4Nb/ZjIEMIUQt8Crgo/XQ5UOWpYlQ2MxkMGesjY4IPvHGoEYABrwFNd+rEM18Y2ISNqvQq7PEdnOwYMpYCmGI8ztLgbcAp3MiAgfjKQKN6jMLNTROeGZ4+jhrNwALD6aUNQw0EfVnG0ySjJAw0y9PmbueIGUHkFP1xFq0tun8iyzxhsEzdREgpH5NSrpZSrpJSfiX83N9LKR8K/39CSvlOKWWFlHKnlLLejM9dbKrTq/H6exH2UWOuj5R8w24iTdPt7TfQITHKWkiVp4qhYBP+YNBYCuBUBpYBTXeogURbHvFOJ4XpOuf4aiZ8FC5Uu81OZXolzvgOjrV5CRrJwILwOaavonYyOEnrcCsjw+nG4gUBn3K9REEYlKeW47A58KT3mhM30M4xHRlY2gCg0KQJwnOgQSUoxC1+4VpMBZBjHa0vSnq6weKz1EIY7VEXi07U0BEbIb+BvOaBBkjKUal1UaDaU40vNIZwDhi7YE0QBo3eRvBnszonCZtNZ1ZzlIVndXo1I7KFEZ+f+p7I3RXnkZyn+3i1DLcQlEFVnGfk5jbYDMioHC+n3cmq1FXEJ3YZr2UBSNESOyIXoA1eFV+xBTIozzJ4LUXJkloIljCIAE0Y5GUZTC81odZATTfLBekw4CaK7omnmfLp6T3GhMFU8zV9x2s8ME77SDsjwx5jN7eBBrUWk4OhGlWeqqn05SNG/eApBTDer6vS/ZymazBnfkp4Ruccq/JUMWFrpXNogk6jGVhTWX6Rn2ONQ424yKI8M4U4h87mhxr9DUsSLwBLGESEx+0hOyEbd0In9T2j+vvImCEMhhpwk0eCy05Bml63R31UfZMVaRXYhI2sDIMZWNoAEp2abvNQMxLJ8HC68ZtbFIWnpmwkJpmQjqtpujqar2kuSJs/i/JMI5lE0XOrgVI2xoIDCPuw8biBM14F3XW4iRq8DQQnTGhb7R9Xn29ZBssDrRIZ0F/9aLDfTjAUpMnbhH8ik8qcZH1uj8mxcGZM9E48t8NNWUoZTncH9b2jeMcMpACm5OvOm5/efdOQZRBlYVCZpmYbZGf2Gb+5JRsTBi48lGV4cDkM3CL668GVDImZ+vcxB9ogJWe8STORdcRZAqEAzcPNjIykG08rjWKCwkKwhEGEVKVX0TneDMKv/wScsgz0ZXu0j7YzGZpk0Juuf6LS1IkXXZO0ylPFUKgJgKNtg/p3pA1614ESBoLQZIZ+yyAwqTJNomhJJTgTKEkpIS6hk1OGM7D0W5/13vpwsZkJmTGeMmXZRQHNksrJ6ueoGemlyXkRWwZtI20EQgFzgsdLmEkEljCImGpPNUEZoDhnWL/rIy4Z4vQXnmmarnfIQDXtgFbcEt0Tr9pTzcBkD8I+ajCIXKC03FDkN8gGbwMJIotUdwLZyTr7zA82q26lUdbaNMvTH5QmZWBFdo5pbTvGRg0OtIFwgV70zi812yBPudWM9sAC5VqL0DLQ0kpDk2aklS7ONTkbljCIEC0ompfdz+EWA31kDKSXnnN7ZJpQYxD9mxtAQc4Ah41kfRgoPGsYakAEsqnKSUZ3f8RFEp5VnioGJrvANm5MeMalqG6vEbqJusa6GA+ME/IZHGgTDKhZGVE+v6rSq/DZWhieCBjvgZWcH87yW3i3V+1adIVyKPYkGPv8/nrVncDkppELxRIGEVKYXEiCIwF3Yie9Iz7aBsf17Si1QHdRUIO3gXh7CgQT9fsp++vBnRa1zBgNzZTPDgeR9QtPfXGWkAzR6G1kdMRDpZGc+UUSnpofPCO911jcQIiwphvZ8Tpvjq8Ry2CoFUL+qLs8qjxV9E+2GXPbaqTkA1K1aFkgjUONOGQylZk52PWmLGssUYM6DUsYRIhN2FQlcrhRq+4cZ4OWQTz5pCU4ydLr9likfGYtA8sZ30HviE9/EzadtQbaUPeJMQNWFISDoUmQGN0GiucsT4O1GaDrHNPSSu3BHH39rjQWqcdOtaeaECESkgymL8O0c2zh1lSDt8GceAFEPbtvPixhoIPV6atpHanF5UD/JK+UAhjt1jWApHGokaBPtRbW7faIcmbMdKo91QyFVAaW7jiLztbf53ffNCIMGtSFGuUxHJnxmXjcHuISOqnrGTXWhC05P2I3UYO3AbuMZ5Unz5imu8iWVGGOCbUZUxlYCz/H6r0NTIxlGB91GfSr2eiWZbC8qPZUMxoYZXWB35hlABFfrIMTg/RP9OP1GkhlC0yG2wQsjhZSlV5Fx1gTLkdQv/YWnw4Od8SuNdNaBWiZMVFGa888LpTwNNSELSUvHHRfeFPFRm8j0p9NdW6K/s8FdbzscedusFGiILmARGciScndJjSQjMwy8Pq8DPoGwsFjg8drsFnFxJYoeAyWMNCFZsrnZw9wrM1LIKjjBJzygUfm9tAa1I2NZegvcvG2LEpmjIbKwApSXjCi3zKYmngWuWXgJImMBA+eRJe+zw4F1cSuRTpeKn25CQgaixsk50MooIKiC6TOW49vzIxMokZ1Y7NF9xajNUT021uNN5DUFI4FWgbT4yvGawyWrnW1hiUMdKBV1sYldjLuD3K2S0cfGZ0B0eluD0PBY1g0/6QmPHMy+ow1YUuJvAq5wduALZhNdY4BzW2oDYKTi2dJearwh/wUZg+b09NpgTe34clhesd7wsV5Bt0ei+j/Xp2+mi5fAxAydryECPd0WphloClmCeSRk6IzdqcR5WrthWAJAx1olbVjGPCD6wyIak2xpN9AR8lFHqChZWA5EjoYmwxS262zCZuOCtEGbwPjRnPmF8n/rTFleeYMGGvCFmHztamceZ/BnHkpF7XhWrWnmvHAGBmpI8bSlyEi67PB2wDSTlVmsf7YnUZ/g+q/lZxrbD8GsISBTqo8VTQP15Ke4NSnjbhTVC54hC0W1FD3XLKT40lL0On26K9XOehJ2freHyFaBtZIOIhsqHJ7uH3BPnBtqPvkeKaxAN8ia20lKSXE2eOIT+ykc2iCriGdGVjJkVkGDUPqe7rJ09/vCtRUusD4ollSmvAszhvU3yJGI4IqZNUJN5Pq3DRjnwlRr9ZeCJYw0Em1p5rOsU7WFTn0+8F1DLlp9DYSNFrtuAQnXlV6FU0jtSS7bRzSfbwKlA98rHdBm2tmvCnBY3vcOddelHHYHFSmVTIutPTlQX07SsoGYV+wpls/WA/SRqWnxJimu8jTulalrcImbCSn9FDbM8KwkQwsrQp5AfUwNQP1+M0YdQmLmt03G5Yw0IlWTJWfNcDZ7mFGfDrm8ybnRZRN5A/6aRluYXg4nWrDc3wX1zdZ7alm1D/KmqKA/pvbVJvhhQnQ6aMuK422rk4vjXowdDpVnirax+ux29AfRLbZldthgW6iBm8DBEzQdBc5GKq5bf2OVqSEY21GXGsFEPTB+Nwp4/6Qn/bRVnNqDEKhcwH3JcQSBjrR8pvdSV1ICcf1nIARNl/Tho74xw2ksoWC6sRb5EDVVBA5s58zXcOMT+powhZhv516bz0CBwXJ+STFGZ3ju7jHq8pThdc3SEVe0FgTtgjcHrVmabr99coiSS0ytp8IqPJU0T2hLBJDcZYFzjVoG24jKE1qUDfcrgTQEgaPwRIGusmIzyA7Ptt4EHmkS/VxWQCmpLINtYczYxbXJF2Vtgq7sOOM7yAYkpxo1yk8IaIAnz2QRXWOgZYbixwM1Zje0+lIi4EmbAtsvuYP+WkdbSHkyzbel7+/HtKKwe40tp8IqPJU0T3eRVGmNGmq3tznmOaCTHMUkK43ZVljkRM6ZsMSBgao8lTRMFRDSUaCvhMwJU/l+y+w+ZoW4JP+LP19dhY5M0bD7XBTllrGsFTtrHUJz8QssDki8oFPjGcac6mNdIN/dNG1ttXpqwFISOpiaCJAo94mbAu0PluGWwjJoDk580shPNOV8CzN8xqszVhYFbKmmK3OWKX/szQWOcYyG5YwMEC1p5r6wXo2FCTqtAwi13RdpFOa7sHt1DlebwlPvGpPNQ1DNRSkxetrHWCzhfPA5z9ek8FJWkfaCPoMTqBaIuGZ6EykKLkIn01VXOt2FSXnweQw+OZuh63d3FLsBWQkGciZn7KkFll4epTwTEntocM7QbfuDKxcQMxrTdUPNiADSazPzdH3OdMZaACbE1IKje/LAJYwMECVp4qADFCQM0SHV0cKYIRFQY3eRqRRzW2gAeyuRcuMmU61p5qusS7WFtqMp5fOQ/NQs9J0fdnGg+2wZMKzbayOeKfdWMYazHtzm9J0jX7P8QHweRddeGbGZ5IZn0nQoZILdPcpsjtVFtY859jp/jqCvixj55bGlFvNQFzLBCxhYADNrxufqNw8EV+wyQsPiEopqffWMzrqMZ5WmlaiMk0WmanJVJn9NPeP0Tfii3wnC7QMNJeaLZBNWaaR7pvhYGhasf596KQqvYqW4WbWFsTpd30ssLixbrAOGUhlbY7BoqclnNZV5ami21eP3SaMxQ0WUIXcPNRkzkAbWBK32kxYwsAARclFxDviGZFNOPScgAkelb++gFTJvok+RvwjxqtD+xuX7MSbmlmboC40Xa4PzQc+Tx54/aC6KZWmlOK0G5zjm1a0qMFQDU3ZKMod4ET7EH49PbAWOAv5TF8dwYks4903l8itBipu0DBUz+qceGNxg5S5u70OTgwyFvSCP4uKbIPHa4ncajNhCQMD2ISN1emrqfWeZU1eSuSWwVTztfmzPaYPddctDKRc0uKWdHc6OQk5DIeasQkDGVj+MZiYW5DUe+sRgXTW5Bocxq61rl4CNEsqMbmHyUCIM506xmAuIDsmJEM0DTeEexKZMbpRqLqMRabKU0UgFKA8X41Y1T1IKTlvTgVNyyTKdhcR5zBoYY/1qZiOZRksf6o91ZzpP8PGwhSOtnojTwFcYC8UTRjYgzmU6h06omXGLKEWUu2pps57lsrsZH3aW8rC8sBrB+vxT5gxl3bphGdOQg6pcalM2lQlsi7h6YxXE+3m0HS7RruYDE2otFIzagxS8sHpNrYfHWjCMzWtO5yBNaZvRyn5Kvbhn3mK4bn4ignnxRK61S7EEgYGqfJUMeIfoTR3khFfgLqeCJuwLbAlRYO3AZuMo8KTr3/oSAy0ya3yVNHgbWBDYYI+7W0BGVjaqMvQpMEA31g/TAwu2fESQlCdXk3raB2eRJf+vjvzpJdqMx8y44pINFKcB0sqPEuSS3Db3YSc6rsaSlKAWQXomf5aZMjO5jwzhMHSX5MaljAwiJbfHJ+o5qZGrL1p/sl5booNQw1IfybVual6lqmIAS1Em22Ql+VlYMxPS3+EM6QXkIE1XdM1NHRkCTOJNKo8VdQM1rChMMnAIKW5g+6aMFjtMSFnXmvdsQTYbXYq0yvpnqgnwWUgAyt57m6vx7trCE1mscasBnUISC8xvi+DWMLAIBXparaBN9hEcpyOpnXJ+aoieKxvzs3qBxqYNFpA1V8PwrYkmTEamvB0hYPIhyIdG5oUznZZwM3NLXPJTzXgrogBra3aU40v6KM0Z9xYD6w5jlfNQB0ykMC6nHwDK0XVMoz2LLnleXbwLOsKUkzIwJr5mDUO1xPy5VCdZ0Im0UCDGunqMDgPwQQsYWCQeEc8pSmlnBk4w8ai1MhPwAWk/k0EJugc6zCh+2aD6hfjMFg+bwBtTOFgsBG30xa5tutwQWL2nDc3zadbnlZusPum1rq6VP8+DKJVIiendBvrgTXao+bszsCp3hqCk9msyTNgdUJMCM+q9Cq8Pi+VeQFO6B2DOUcV8ph/DK+/G2cw11ibb41FGqe6ECxhYAJVnirO9J9hc1EapzuGmfBH0IRtygc+e4CvwduARIbdHrE/x3cutDGFNYNnWZ+vQ3jCwtwewQTWGtV0++uV5eY04aLXSXlqOU6bk0m7CiLrihuk5AFSzRmYgabhRkK+bNblmzD3GJY8QQEgPb2XyUCIs106MrDcKeBKnvGaVPUrkvzEUuMDbWBJs9UuxBIGJlDtqaZ9tJ3KXDuBSJuwpczflrl2sBaAJFsBuSkG3B4DsVHcognPjYUpHG/zRp4/P09A9FRvLUFfFusLjGq6S99j3ml3UpFWQdNILYXp8friBsmzB0T7J/oZDw7hCOZSojdLbWpnSx+TqkyvRCCQ4SCy/srtmbu91g3UAVDlqdC7xHNMDKnZHDFwTYIlDExB84MnJHUDcKh5cOFvTsqZdwBJ3WAdSDvrslbp10bG+lW6XAxoIdWeasYCYxTnjOPTkz8/T0uKxqEGgpNZrMs3KAwGGsBTamwfJqAJz01FaaaPWK0bVDe3wqQS/VlqGgMNkJCpNOslQuvp1DFeR0aiy9jsjBksgyPdZ5HSztZ8E4RBDCQoTMcSBiagNcnq8tWTn+qOrC+KNoBkjjzwmoFaQpOZrM/36F9kDKSVamj54HEJym0RsasoOU8JtsmL88i9Pi8jgUGYNNiTyDeiusnGwPGq9lTTN9FHRW6ItsFxeiNt4zFHfyKtUnt91mqjy4yZtgpVnirODCjhaSiIPIOCdqLnLCFfJhsKMowtEpa0WnsmLGFgApnxmWTFZ3G6/zSbi9Mi10bmqXg8019D0JfDWiM+3f7Y0UIq0ipwCAc9kw149GhvWpxlBgGqZRLlxBfr7+wKagAQxIQlpQWRU1KU5Rlx3CA+HRzuGa2po11nkUEX2wpM+J4x0lah2lNNy3ALa/LjqOke0ZeBlZIPI50XzdtuHm5ATmazNs8E62fKrVZqfF8mYAkDk5gy5QvTIm/CNkcV8nhgnK7xjnCAz0iNwdJnxmjE2eMoSytT2lthqr7aDJjxmNUM1ACwLrPK2CJjSGvTLKlJe2u4jUeEcQMhZk0vPdVXS2gy23h8xT+hFJoYEJ5aDyyPp1eNwdTTAys5T83bHu2ZemoiMMFwoIs0RxHxLhMaPfY3qMy4OBNSVE3AEgYmodos1LGuQAXhImrCllIwazaR0nQljkCese6bAw0qR99lMEhoEtXp1ZzuP82morTItbc5hMGx7tPIYBxb8w3elGLIn5viSqEgqYCGoVoqs5N1ZhTN3AOrbbQRaUZPosEmQMaU8CQcRNZ9vOA8a6pxqBGEpDzNpO8YI5aUhiUMTEJrkpWY1IdNwKFItN2U8ACSiaGLXtICfOWpq4wF+GIgM2Y6VZ4quse6WZVL5Npb8uwZWMd7zxLy5bLOjEyihAxwG9yPSVSlV3F64DSbi9I41KxjDOYMQfehySHGQv2kO4uMudQgptyQOQk5pMWl0TJaS7EnQWf68sUKx8GO0wBszqk2YZXETHafhiUMTELLKGoaqWF1TnJkfvA5+u3UDNQipZ1NuQazF2JMC9Hywd0JahZERBdsXJK6SV8QM5BS0jJSR9CXwzozCqhiwOWhUeWpotHbyKaSBLzjfmq6I+yBpWXHTGt7ornUVqVWGl9gDCUoCCGoSj+XgWUoHXfaNbm/7RRS2riy1ARh4B9XykwMHC8NQ8JACOERQjwlhKgJP844eVwIERRCHA7/e8jIZ8Yq2mwDrfjsSGsETdjm6LdzvOcsIV8W6wsMDHWfHFXBsBgSBppft22sTt8M6eSL4yy94734QiOk2ItITTA4fyBGMmM0qjxVSCSZ6f0A7G2Yu33JRaQUQNCnUozDHOg4AcDWvDXGF9hfrwq1EkzIsjEBrafTxsJk2gbH6fRGOIVQm7c9TeE4O1CLnMxkoxmZRANqFngsKRxGLYPPAs9IKSuBZ8J/z8S4lHJz+N+tBj8zJtGaZGl+8MExP00LbaGbPHtb5rrBWkK+HGPVoTGUGaOR5k4jNzGX0wOn2VSoI39+hm6vNYOapmvQigr4YKg1poSnZkl5g03kpMSxtzHCnk4zFDfubz+FDMZzVZkZQ93DlqcZVbkmoPV0KsoeBWBvY/8877gAm03F2KZdk50TDcRTYLyzK8RUgoKGUWFwG/DT8P9/CtxucH/Lmur06nBGkXJRLPgGN4swGPOPMTDZhfDnUm2k+2YM9IyZCe14bStJp8M7QUt/BP3nZwiIHulSPt2dBeuMLWywGWQopo5XfmI+yc5kzgycYUeph30N/ZG1/56hCrl28CwhXx7rC9KMLzAGWp1MR0vHDThaSYpz8Hp9hJYUnJflNzI5go8eChJMEJwQUwkKGkaFQY6UUju7OoGcWbZzCyH2CyH2CCFun21nQogPh7fb39PTM9tmMUuVp4ph/zBJScMkxzkWro043apy8wJhoOXMFyaV4nIYHN0IMXXiwbnZBptLVIbT6w0RaG8p+aoobFrztQMdpwgFktldarArawy0VbgQIQRVnipO95/msjIPnUMTtA5E0P77goBoSIbom2wm1W5C8DgUVAI0hoRneVo5cfY4TvefYntpOnsjObc0UvKmhOfeduVSW5dpUvC4v17FveINuH9NZt47jBDiaSHE8Rn+3TZ9O6nUlNlUlRIp5XbgLuBbQogZxauU8n4p5XYp5fasrKxIv8uSsy5DaaSn+0+ys8zDnki0kRmar53qOwPAJqPZCwMN6qSLoRMPzs02EM5O0hOcER6vfEAqgRCmbrAW6cthY+Hy7745E9Weas4OnGVribISIxKeSTmqfXn4HGsdaiMkJswJHntbIeSPKeHptDmp9lRzrPcYl5VlUNM9ElntD4TjUkoYPF9/BIDryjeZs0AtQSFG3GqwAGEgpbxRSrl+hn9/ArqEEHkA4cfuWfbRFn6sB54Htpj2DWKI1emrcdqcHO89zq7yDOp7RukeWmDgaobma6+3HUcGXVxRYkIBVQxdqBpaPvjZwTPsLPPweiRB0QsysEIyRP9kMyl2k6Z1uZIg0eD8ZJNZn7me8cA4wtVFaryTfZEIA7tDFTiFkxReaj4GwNa8tcYXFqOW54bMDZzqP8W2sPDcF2ncYFrK99EeLb5iQk8iiLlUbzDuJnoI+ED4/x8A/nThBkKIdCFEXPj/mcAVwEmDnxuTOO1O1njWcLT3KLvKVcbBawvVdmfIAz/Re4qQL49txQazF2IsM0ajIKmAJGcSp/tPs6s8g5b+cdoGF+j6uKDWoMnbTEhMsirNpAZiMRQM1diYuRGA433H2FGaruPmdk7Tfb1VuT1uWLXR+MJiKK10OprwTEjqxe20RWZJwXltT9pGa0mgCLfThOBx0A/elpgTnkaFwVeBNwghaoAbw38jhNguhPhReJs1wH4hxBHgOeCrUspLUhgAbMjawMm+k6zOTSA5zsGe+gWegMn5atqZX1kSIRmiY7wOZ7CQIo+BfvqByZg88UDNNqj2VHOy7ySXlSmBt+BA3wXN115sOgzAZfkm3Nxi1JIqTC4kPS6dY73H2FHqob43AssTzguInuk/g/RnsD4v2/jC+uvBHncuSB0jaMLz9MAJtpWk8/pCr0WNsMIx3t/MuGijOMkkq8DbolpdxJjwNCQMpJR9UsobpJSVYXdSf/j5/VLKD4b//6qUcoOUclP48cdmLDxW0bSRxqF65fqI9OYWtg7aRtoIMkFxUoWxIRrelpjLjJnOxqyNnOo/RVmWi9T4COIG8engiJ+yDF5tPYIM2bmhwqAwCAVVDngMHi8hBOsz13Os5xhXVCgX1su1vQvfwTTrs8vXSJqj2Hjbagj7v0tVOmYMUZhcSGpcKsd6j7GrLINTnUMR9gxTwmB//SGEzc/mHBNcajCtT1hsKRyx9etdAmjayLHeYypu0DtK10K0tws03amCoFyDaZIxmBkznU1ZmwiEApwZUFkyr9X3LSxlUojzgu5n+k8j/HmsyTEYJNeCoTFoSYGyPOu99RRn2MhIdPFSTQTCIDkPJry09rQRsHWzOs2szJjYqm7XmBKevce4enUWUkYoPMOWwdFu5ci4vnyzOQuLwRoDsISB6RQlF5EalzoVRAZ4tW4BJ+AFqX8vNB5GSsFNlZuNLShGM2M0NmYp4Xmk5whXVWbS0j9OQ+/owt6cUgDDHUgp6Q80kB1Xjs2MAS0Qu8crcyMSycmBE1xRkclLNb0L71MUPseePPY0QkiuLNpsfEFSqqLGGD1eGzI3UDdYR3m2k7QEJy+ejUAYOOMh3kP9WCtIG9vzTajUBnW8HPFqjkkMYQkDk9G0kaO9R1mXn0JGoosXziygZuKCaVQnek/DZDbbS2Yr3Vgg/fXgTIQkE3zDUSAzPpOCpAKO9hzlmtVqjS+cXWCNSXgOxJGORqRtlHWZJmbGxKgltT5zPQDHeo5xVWUmvSM+Ti90Ulz4HDvUdgCAm6t2GF/QSDf4R2P2eG3I3EBIhjg9cJIrKzJ5qaYnomI9mZxHCwMk2wtw2V3mLKqvLiYTFCxhEAU0bWQiOM7Vq7N44WwPwfm0t7hkiEuZKnLp9tWR5igxVmwGMZsZM52NmRs52nuU4owEyjMTeX4hwhOmsmMeO7MXgOvLNhtfTH+DCoZqmSQxRmpcKqUppRztPcpVlaoW5+XahQpPJQyaxmpxynTykkyo5YlRl4eGJjyP9x7n6tVZdA9HIDwBryuTlrhJqtINumun018Xk8fLEgZRQNNGTvSd4NqqLAbG/AvrqR7WdOv62gnaBlnjMeEE1IJ7Mcym7E10jnbSNdrFNVVZ7KnvY8IfnP+NKQUQ8nOk7QBIwY0VJpSv9NdDeknMBUOnsyFzA8d6jpGTEsfqnCSePT1jec/FhAOivbYeChNMGHMJMdlWYToet2fK8rw6LDwXbHkCB4IJjNjh2pJt5iwoFFRuogyT2lqYSOye8cuYDZkbAOUHv7oyC5uA5xbqKhpq53cnXwHgurLtxhYSCsW0P1djetD92qpsfIHQwuozwje31pGTJIh8klwJxhcz0BizLg+NDVkb6Jvoo320nTeszWFf4wADo5Pzv9GVSJ8rlWHXBDvzzaqkrVeVzalF5uwvCmzN3srB7oPkpMSxLj+FJ050Lvi9L/jV0KVdeRvMWYy3BYKT4LGEwYog3Z1OeWo5B7sOkp7oYlNRGs+fWYD2Fp549nLzQZB2bltj0Kc73K7aFseo1qZR7anGZXNxuPswl5V5SHDZeepk1/xvTMlHAmOuDlanmWBFSRmzBXrT2Zq9FYADXQe4aV0uwZDk6VMLOF7A6640AK4t3WrOYvoblCBwmORPjwLbcrbRP9FPw1ADN6/P5VDz4IJaWnvH/RwOjBMfCrHKZtKEwD41rMqyDFYQ23K2caj7EMFQkBvX5HC01Tt/dW1KHnKkk6aRUyTbikl0GSg2g5j352o47U42ZG3gQNcB3E4711dn88TxTgLB0NxvTCmgyeEgYJ/khrKdxheiBUNjXHhWpleS4kphf+d+NhSkkpfq5skFCM9gSPKa3Q3A+kyTfOADsZlWOp1tOcrFc6DrAG9arzJ4FmIdPHu6i273KGt9kzhGFiZs52XqmrSEwYphW842RvwjnB04y1s2KnfGo0dnHno/RUo+IRki5GxmTfp644uI0eKWmdiRu4OT/ScZnhzmLRvz6BudnL99QGIWh9zq5nZlkQk+3WUiPG3Cxracbezv2o8QgpvW5fLC2R684/453/d6fR8nXIKSQIg0d5o5i4nBHjsXUpJSQoY7gwNdB6jITqYiO4lHj808c3w6jx5tZcw9yAbf5IyDp3TRV6ey+2IsrRQsYRA1pmsjJRmJbChI5dGj85yAKQXUOZ1g93NjucF4AagL1eaE1ELj+4oyO3N3EpIhDnYd5NqqbBJcdh6ZR3i2DU2yJy6ZBGkzZ0j5wPIRnttzttMy3ELnaCd3bC1kMhDi4SNzH6+HjrTSHO9j2/gYBAPGFzE+COMDMX+8hBBKeHbuR0rJ27YUsLehf856lrHJAC83H0GKIBt8votmZ+hGyySKwew+SxhEidzEXAqSCjjQpXK637IxjyOt3jlPQJmcy7E45XvdXWiCT3egIZwZY7Bf/SKwMWsjLpuLfZ37cDvtvGl9Lg8f6WDEN/tN60+H2zgW52KjdGETJpzKWjA0zeA8hEVge65SFvZ37Wd9QQrVucn8dn/LrNv7AkH+fPYIPnuQrRO+81p/62bK/21Sz54osi1nG11jXbSNtPGObYXYbYJf7WuedfvHjnUSjFPfb2tAXDRVTzd9dZARm5aUJQyiyLacbRzoOkBIhrh9SwEOm+C/X2+adftjw0kccLtJJo6SlBLjC+iLfRNeI84ex6bsTeztVDUDd+8qYcQX4I+HZr4IpZQ8eOgsrS7J1sm53SMLpq8u5oOhGlXpVSQ7k9nfqVxF79xexJFWLyfaZx7+/udjnYyJWgC2TkzMOGI1YvrU/paDMNiZq2JKr3e8Tk6Km+uqsvndgVZ8gZlTmH/5ehMp6U2UpZaRmZhz3oQ43QQDMNgUk/ECsIRBVNmZu5MB3wBnB86Sk+LmTetz+fW+FsYnZz4Bf3ZoiL3xbi6LyzDWnA5UWml/HWSYMLxkkdiRs4PT/afx+rxsLkpjfUEKP3+tacaK0Zdre2keO4YUcNlQv8oEMkpfLWQuj+Nlt9nZnrud19pfQ0rJO7YWkhTn4PvP1120rZSSB15tJDW9hSxXGoWBoDk+8L5aZUnFeB0LwKq0VeQk5PBKu0rbvufyUnpHJvnNvoutqYPNAxxq7kPG1SshEs7yM8xgk+pWGoOZRGAJg6hyef7lALzc9jIAH7i8lKGJAA8euPgE7Bn28fCpY3Q57OyWJmimwx3gH4vZE28mLsu7DIlkT8cehBDce0UZZ7qGLwr2SSn5zxfqSUprIF442DDqBd+QsQ+XMmzCx76Wq3FV4VW0j7ZT760nNcHJ3btLePRYx0XWwbOnuznc0o89sZYdOdsRYM7Nra8W0kqWhSUlhODKgit5rf01/CE/V1RksL0kne8+V8vwxDnLUkrJvz5+Bo+nC7+cYEfujnD9jwluohjOJAIwYVKDxWxkJWRR7anm5baX+eCGD7K9JJ0dpel8+5la3hbW5DS+91wt0q3M7h3jEcy2nY1lZMJrbMzaSGpcKi+2vshNpTdx2+YC7n+xnn95/DTXrM4i2e0E4MmTXbxc20vxxkbWxZfipF65PdwGxl0Od6i00mV0vK4quAqAl1pfYlXaKj5ydTm/3d/CZ393jN/9xeW4HDZGfQG+/OgpivIGGAx6ubLkerD/0pybW1+tacfL7/fT2trKxEQE8xki5NbkW7mq8ipOnjyJy+7i765MpWfYzbHjJ0lPVAJt1Bfg3vUu4uM24At9i5yxHE6V3wv574STJ40Ffn2pcNNvYCQZTp0y/H3cbjeFhYU4nU7D+wJLGESdKwuu5IHjDzA8OUyyK5nP3bKGt/3Hq3z5kZN89Y5w5W2rl5/vaaJyfSf+gJPS4QW2F5iLZSgMHDYHVxVcxUutLxEMBbHb7HzptvW85/7X+D+/OcK/37WF1oFxPv+HY1TmBej0t7Gr+B3As0oYZBvoKrkMj1duYi6V6ZW82PYi96y/h7QEF/9023r+4pcH+dgvD3DvFWV87/lamvpGufONvTzcLLii4IoZ521HjGZJlVxhyndpbW0lOTmZ0tJS4y7SWQiGgpzuP01mfCY5iaoBZKd3gu7hCRITXLjsgsDwJOVxdoSrGyklq9JWwWivqhzOrjBmBXlbYCwOctcZziaSUtLX10draytlZeZkc1luoihzRf4VBGRgyle5pTidj1+3il/ta+GLD53gT4fbuPen+8hOduDlOLvcuYihTuM+8L5acCacGw+5TLim8BoGfAMc61UzeneWefjCm9fy5Mkudv2/Z7j5Wy8RDEluu0K5Qi4vula90ejNbRkKA4CrC67mYNdBBiYGALh5Qx7/eOs6nj/Tw10/ep19jQN87R2baB4/xLqMdXjcHkgpNG4ZTFlS5rg8JiYmyMgwIVY2B3abnSRXEt5J71QcKicljuxkN95xP93DPpLdDgrT4xj3j5PsSg6/MSwAggto+TEXAR844kxJKxVCkJGRYaolZQmDKLMlewsZ7gyebHxy6rlPvaGKu3eV8MCrjXzyV4dJdNn5m9tcjPiHuT59vWohMRbhiL4L6atVF2oMN1ybicsLLsdhc/Bk07njde+VZfzs3p1cW5XNe3cV8+gnruLYwCuUpJRQkb9LbWRUGPTWqh7zMdqtdDZuLruZoAzyROMTU8994PJSXvrb6/jJPdt5+W+v49q1bo72HuXKwivVBmlFMDh7GuqC0ISniQH3aAoCjRRXCv6gn4nAxNRn5qa6WZeXwtq8FEozExkLjABERxjY44ztYxpmH6/ldadYhthtdt5Y+kZebH2RUf9o+DnBP92+npc+cx2//9jlPPWpa6gZeZ04exy7wylwhjU3E/25i0mKK4VrC6/l0fpH8YfOBfauXp3FN9+9mX946zqSEvzs7djL9cXXI5xxkJhlPDtmmQrP1emrqUir4NH6R897Pi81nuurc8hOdvNE4xOEZIibS29WL6YVh/tWGUjJXaaWVIorBSEE3snzg+w2m8BhV7+91+fFZXfhDrfuwB72yRsRBjKk3u8wTxiYzfI685cpbyp9E76gj+dbnj/v+SJPAluL0xEixOONj3NF/hUkaGl6RjTdwKSa47vMLlSNW1fdSv9EP6+2vTrj64/VP0ZABrip9Cb1xLRB77rRhMEyQwjBm8vfzOGew7QMzaztP1r/KNWe6nNV2qlF6uZkROHoqwtP68rXv48lwG6zk+RMYtA3SEie3/uqsbGRdevXMeofJTUuFSEEfX19XHfDjSRVXsFffupvz9v+lltuYXBwcGEfHAgLEksYrGw2Z28mPzGf39X8bsbXX21/ld7xXm6ruO3cxDMjmu5gE8jgshUGVxZeicft4fc1v7/oNSklv6v5HdWeatZ6wpPNkg0Kg8BkuMf88qgxuJC3lr8Vh3Dw36f/+6LXjvUc41jvMW5ddeu5J9PC7aaNuIqWqSUFasZBMBRkaIZ05GBI1QClxaUBKmPnn/7pn/j6Fz+jBOg0HnvsMdLS0hb2oWG3FA633mVHHSubaBGwCRvvqX4P3zjwDc70n6HKU3Xe67858xs8bg9XFV4F2EDYjd3clqkJr+G0OXnH6ndw/9H7qRmooTL93E16f9d+Tvef5vOXff6czzQlH1pe1/+By1x45iTmcEv5Lfyu5nd8aOOHVJA4zAMnHiDZmczbK99+7g3a7AGvQWGQY+L0r2n848MnONlusG7kAtbmp/APb1XrTXQmEueIo2e8h5S4lKlWJsFQkKAMkhKXQmtTK3fccQf3338/V155JbWHX71IGJSWlrJ//34yMzPnX8CUMLAsgxXP2yvfTrwjnu8f+f55z5/sO8kLrS9wV/VdOG1O1UcoKQe8Bkz43hr1uAzdHhp3r7mbBEcC3z747anMDykl3zr4LbITsrm94vZzG6fkwXg/+HXWZ0QhGLrY3LfhPvxBP1/f9/Wp5w53H+bJpid5T/V7SHRO68efWggIGJy9N8+cBP1hS2p5Ck8hBDkJOUwGJ+kbPzdESft/f3M/d9xxBw888AA7doRnitgcakqZ3iy/gE81jbTFrv4duyu7xEiNS+VDGz7Edw59h5fbXubKgisJyRBf2/c1kl3J3LXmrnMbpxUZ19oSMiE+3fjCl4g0dxof2/wxvr7/6/z36f/mvWveyw+P/ZCjPUf50uVfwj3d3NYygIba9QlATXgukz5OM1GeWs59G+7jP4/+J+Vp5WzP2c6nX/g0eYl53LfhvvM3dsSpFsp63UQDWluF6AgDTYOPJsmuZFJcKXSPdSOEICRDDPoGGewb5N13vJvf//73rF279twbbA5AKoFg13HbDEzEtFUAljBYVN6/7v08Uv8If/vi3/I3O/6GPR17ONB1gC9d/qVzaWygSvyb9+j/oGXWVmE27l57N3s79/LVvV/lpyd+SsdoBzeX3Xy+VQDqeIFy9+gRBn21kJABCZ75t41hPrLpI9QN1vHtg98GlG/8P9/wn+dbBRqpReDVaRn0aZbn8j7H8pPyCQ4H6RpVHVyTXcmkp6VTXFzMyy+/PIMwQGUERSoMpFTCID62zy9LGCwicfY4vnvDd/mrZ/6Kv3vl77AJGx/b/LGLb27ppXD8QWWO23WUmvfVQsWNZix5SbEJG9+69lv8/NTPOdJ9hLvX3s1d1XddnF+tZWANNOr7oL7l1dBvNpw2J9+49hvs6dhD73gvVxZcSbp7FuswrQjaDur7oJ4z6jFztb73xwh2m52SlBImghMIBJ0jnbhcLv7whz9w0003kZSUxF13hS12rQ18cBKIcNZ2yK/iDc7YDR6DJQwWnaLkIh689UFO9p0kKz6LvKQZKoTTS9TJ422J3HUxPggjnZC5vLU2Dafdyb3r7517o+Q8VRikVxj0nIaqm/W9N8YQQrA7f/f8G6YVw8mHVHfbSDOCes6oYx6fpmuNsYQQgnjH+eNlExMTeeSRR3jDG95AUlISn/jEJxgaGmLSN8Efn3yJJ596+nyrYT78sZ9JBJYwWBIcNgcbszbOvsGUptsUuTDoPaseswz06Vlu2GzKVaRHGIz2wlivsb5Gy5HUIqWxjnSeS2deKD2nIKs6OutaQkpLSzl+/DgAaWlp7Nu3D4Bbb71VuXo6jyp3YnhyYGNj48J2HPCpxxgXBlY2USyi+cD13Ny6w90Qs6rm3u5SI71U3/HqOa0eL8Gb25xo09wiDSKHQtBzduUdLyGU9amnCjkwodLFYziTCCxhEJuk5Ks0tMHZp6LNSs8ZVRmaZsKktOWEXmEwJTxX2M1tyvpsiOx93hbVoG6lKRughEFApzAwqUFdNLGEQSxis6sA34AeYXAKslYvy8pQQ6SXwoRXDWiPhJ7TEJcSuatkuZNWoqaUaQNXFooWPF5pbjVQN/SgL/Jag8BEzLuIwBIGsYteH3jPmZUVL9DQm1HUc0ZZBTGutZmOw6XiBn0Xj8mck54V6oYEJQxkSMVaFkoooP7FeCYRWMIgdkkvidxNNOFVzcdW4oWqVxh0n1qZxwtUcoIeyyApd1kXNOpGaz8diatIq4q/IGMpFrGEQaySXgpjfeAbXvh7esKZRCvRhE/XEXRfqZlEGp5y6K+LzO2xkoWnVkEciGCgjCYMLMvAQjdTGUURWAcr2YSPS1YtOCIRBis1k0gjY1VkcZZQUFkGl6jwbGlp4brrrmPt2rWsW7eOb3/721OvPfDAAzS2tCu5GfRx7bXXsn///ov28fnPf56ioiKSkpLUE4FxsDn4wf0/5mc/+9kifRN9WMIgVtHqC/oj8Ol2n16ZmUQa6aWRuT26TqrHS/TmNi9T59gCj1l/g8okyp2jRmYZ43A4+Ld/+zdOnjzJnj17+N73vscrr7zCBz/4QVpaWnj5lVf46P/953N1AzPw1re+lb179557wj8Ojng++hd/wfvf//5F+Bb6ie3E15WM1vdFKyJbCJ1HIWftudL5lUZmJdQ/v/DttSKiZTYn2jQ0YdBXB4Xb59++86h6zN0QvTUB/Pmz0HnM3H3mboCbvzrnJnl5eeTlqXMhOTmZNWvWMDY2xle+8hUuu+wy1q9fz0P/9c3zYgahUIh7772XwsJCvvzlL7Nr165zO5RSVR8nZvHFL36RpKQkPv3pT5v7vUzEsgxilbgkNbhc66g5H1KqCyjaF2osk1WlBrVPeOffFtTNLXfjyssk0kgrAcTCrc/Oo6r+ZQW41RobGzl06BBVVVV84Qtf4N577+Xd7343H//sl1R6KRAIBHjve99LZWUlX/7yly/eSWACkOCM/eAxGLQMhBDvBL4IrAF2SikvdqKp7d4EfBuwAz+SUs4toi0UmZULtwy8rTAxuLKFQWY4VtJzFop2zL1t0K+CoZd9NPrrilWcbuVa02In89F5TAkChyuqy5pPg482IyMj3HHHHXzrW9+iuLiYH/7whzzwwANcddVVvO9tb4KhVpAhPvKRj/Cud72Lz3/+8zPvaCp4vDyEgVHL4DjwduDF2TYQQtiB7wE3A2uBO4UQEXR5WsFkVSnLYCHZHppZnbspumuKZbTAee+Z+bftOa1aC+St4OMFalqZVoU9HyvA8vT7/dxxxx28973v5e1vPzcd7p577qG0tBSh3dhliMsvv5znnnuOiYlZsosC44CI+TkGGoaEgZTylJRyvitvJ1ArpayXUk4CvwJuM/K5K4bMSpgcUa6P+eg8CggVM1ippJWoXPCeBQiDDs3/fWkGQxdM9hoVM/DPky450g0jXZB36R4vKSX33Xcfa9as4VOf+tTMG00TBvfddx+33HIL73rXuwgEAhdvOzmuKo/F8vDGL8YqC4Dp3bBaw89dhBDiw0KI/UKI/T09PYuwtBhH6xe/EFdR5zEVdHbNMMhkpWB3qGOwEGHQeQycCct6NKgpZK9V85/nO8faDqjHS9iSeuWVV/j5z3/Os88+y+bNm9m8eTOPPfbY+RvZ7KpHUXge8qc+9Sm2bNnC3XffTSgU4jOf+QyFhYWMjY1RuPEKvviN/1yCb6KPeWMGQoingdwZXvq8lPJPZi5GSnk/cD/A9u3bdQ4bvYTQhEHPWSi/du5t2w9D8WXRXlHsk7Ua2g/Nv13bAWUVrNTMKw1tqH33ybm1/pa9qutm/pbFWdcScOWVV07N254Th5vnf/9fUynJ//iP/zj10te+9jW+9rWvqXhBz+mp7rBf/OIXo7FkU5lXGEgpjY7MagOKpv1dGH7OYj6ScsCdBt0n5t5uqF0FtQr/clGWFdNkVcOJP4JvRGVkzYR/AjoOr+zgsYanXGm63Sfn3q51n4oXLJNgaFRxxqvOADI0uwtociy87fKx1BfDTbQPqBRClAkhXMB7gIcW4XOXP0KoC1Dzb89GS7jIpXBn9NcU6+RtAuTceeodR1TwuMiypLA7VRZW1xzCIBhQlpR1fikcbkDOWXyGf1TNMFgmwWMwKAyEEG8TQrQCu4FHhRBPhJ/PF0I8BiClDAB/CTwBnAJ+I6WcR9W1mCJvk9LagjMEqDRa96kT9BLP9FgQeZvVY8fh2bdpeV09Flk3NyCscByePWut+wT4x6BwnnTdlYIzPAPZPzb7NpOj4EpYVjUsRrOJ/iClLJRSxkkpc6SUN4Wfb5dS3jJtu8eklKullKuklF8xuugVRd4mVbwyV4CvZa+6CUY7/3s5kJKnumrOFTdoeR3SyyApe/HWFcsUbofRntn7OmmW53y1GysFR5zS+idHZ349GFDXrGsWN2WMsjxynlYyWupjx5GZXw/41GvWhXqO/M2zC4NQSAkDyyo4h3YsWvfN/Hr985BavHJ7Xl2IECprbzZhMBnuNByXvHhrMgFLGMQ6mZXgSobWvTO/3rpPlccXX76464plCrYrS2qs/+LXuo4rLXi+7KyVRPZapcVq7rPpBP3Q8CJUXL+sXB5Rx5WotP/QDO5b37CyHDR30jLBEgaxjs0Oxbug8ZWZX699RqX8lV65uOuKZcquVo8NMxTG1z6tHlddv3jriXVsduUqanz54tfaDoBvaEUcr3vvvZfs7GzWr18/4+tSSj7xiU9QUVHBxstv5OCxUyprDbDb7VO1Cbe++wMQl4QWgdHSSrW01dLSUnp7exf8+X//93/P008/bc6XnANLGCwHSq9QLRZGZijEq3tWZXm4UxZ/XbFKwVal6Ta8cPFrtc9AzgZInql0ZgVT+UaVF39h3ODUw6o5nSZgL2HuueceHn/88Vlf//Of/0xNTQ01NTXcf//9/MX//eeppojx8fEcPnyYw3tf4aH/+ga4Uzl8+DCf+MQn6O/v549//OPsPYzm+fwvfelL3Hij0Qz/+bFaWC8HSsJaf9PLsO5t554f7lTxguvmPslWHHYnlFwBdc+pDBnNvTHUAc2vwlX/Z2nXF4usfhM88Tk48zjsCtdfhIJw/HdQ+YZFHXP5L3v/hdP9C2yet0CqPdX87c6/nXObq6++msbGxllf/9Of/sT73/9+hBDs2n05g8OjdDTXkRcuLAPCg4IEuNPYsiWD+Ph4du/ejd/v5/vf//55+xsfH+ftb387b3/72/nQhz406+ffc889vOUtb+Ed73hHBN84cizLYDmQvxniPXDqkfOfP/47QMK625dgUTFO1c0w0HB+vcGx36pCoY3vWbp1xSoZq1S9wck/nnuu4UXVF2vDO5dsWbFEW1sbRUXn6mcLC4toa+8A3zATExNs376dXdffwh+feR1sdg4fPsz3v/997r77bm666Sa+8IUvTL13ZGSEt771rdx555186EMfWoqvcxGWZbAcsDth7W1w9Nfh/OVwVePR36iU0szKJV1eTLL2Nnjsb+DQLyDva0rLPfgzlSufWbHUq4tNtt4NT35BZWLlbYaXvwmJ2UqwLiLzafAxg80BwgEjXTQ1NlKQ6qT++F6uf89fsuHyG9m0aRPf/va3+eIXv8jtt9/Obbed689522238ZnPfIb3vve9S/gFzseyDJYL6+9QRS4nw8XbzXtUodDmu5Z0WTFLgkdptAd/BoMtcOjn0FcDuz++1CuLXbbcrSa/PfxJeP6rKuZy1aesFhRhCgoKaGk513OztbWVgsp1MDlCQcIkDHdQvnot1153HYcOHUKE3ZNaAFlMy8a64oorePzxxxfWC2mRsITBcqHkCshZDy/8i0qZfOLz6sLd8r6lXlnscs1nlPb2oxuVlVByJayxuqfPSnwa3PpdNd/gha9C1S2w88NLvaqY4dZbb+VnP/sZUkr27NlDamoqeeXrGJh04PP2gCuB3kACr7zyCmvXzt1K/ktf+hLp6el8/OOxo5xYwmC5YLPBm74Kg83wtXJo2w+3fH1lt6yeD08Z3PVrNc1r7W3wrp+q42gxO9W3wMdfhw88DO/+5Yrq6nrnnXeye/duzpw5Q2FhIT/+8Y/5wQ9+wA9+8AMAbrnlFsrLy6moqOBDH/oQ//Ef/wFCcKp9mO23fpBNN7yT6258I5/97GfnFQYA3/72txkfH+czn/nMrJ+/mIhYMlOms337drl//4xTNFc29c/D0d+qi7b6zUu9GgsLUzh16hRr1qxZ6mUsO2Y6bkKIA1LK7ZHuywogLzfKr7WqZy0sLEzHspktLCwsLCxhYGFhERvEqss6VjH7eFnCwMLCYslxu9309fVZAmGBSCnp6+vD7Xabtk8rZmBhYbHkFBYW0traSk/PDP23LGbE7XZTWFho2v4sYWBhYbHkOJ1OysrKlnoZKxrLTWRhYWFhYQkDCwsLCwtLGFhYWFhYEMMVyEKIHqDJwC4ygYvHCa0MVvJ3h5X9/Vfyd4eV/f21714ipcyK9M0xKwyMIoTYr6ck+1JgJX93WNnffyV/d1jZ39/od7fcRBYWFhYWljCwsLCwsLi0hcH9S72AJWQlf3dY2d9/JX93WNnf39B3v2RjBhYWFhYWC+dStgwsLCwsLBaIJQwsLCwsLC49YSCEeJMQ4owQolYI8dmlXk+0EUIUCSGeE0KcFEKcEEJ8Mvy8RwjxlBCiJvyYvtRrjRZCCLsQ4pAQ4pHw32VCiNfD58CvhRCupV5jtBBCpAkhHhRCnBZCnBJC7F4pv70Q4n+Hz/njQoj/EUK4L+XfXgjxEyFEtxDi+LTnZvytheI74eNwVAixdb79X1LCQAhhB74H3AysBe4UQsw/jHR5EwD+j5RyLbAL+Hj4O38WeEZKWQk8E/77UuWTwKlpf/8L8E0pZQUwANy3JKtaHL4NPC6lrAY2oY7DJf/bCyEKgE8A26WU6wE78B4u7d/+AeBNFzw32299M1AZ/vdh4Pvz7fySEgbATqBWSlkvpZwEfgXctsRriipSyg4p5cHw/4dRN4MC1Pf+aXiznwK3L8kCo4wQohB4M/Cj8N8CuB54MLzJpfzdU4GrgR8DSCknpZSDrJDfHtV1OV4I4QASgA4u4d9eSvki0H/B07P91rcBP5OKPUCaECJvrv1fasKgAGiZ9ndr+LkVgRCiFNgCvA7kSCk7wi91AjlLta4o8y3gM0Ao/HcGMCilDIT/vpTPgTKgB/ivsJvsR0KIRFbAby+lbAO+DjSjhIAXOMDK+e01ZvutI74XXmrCYMUihEgCfgf8tZRyaPprUuUPX3I5xEKItwDdUsoDS72WJcIBbAW+L6XcAoxygUvoEv7t01HabxmQDyRysQtlRWH0t77UhEEbUDTt78Lwc5c0QggnShD8Ukr5+/DTXZpZGH7sXqr1RZErgFuFEI0ol+D1KB96Wth1AJf2OdAKtEopXw///SBKOKyE3/5GoEFK2SOl9AO/R50PK+W315jtt474XnipCYN9QGU4o8CFCig9tMRriiphH/mPgVNSym9Me+kh4APh/38A+NNiry3aSCn/r5SyUEpZivqtn5VSvhd4DnhHeLNL8rsDSCk7gRYhRFX4qRuAk6yA3x7lHtolhEgIXwPad18Rv/00ZvutHwLeH84q2gV4p7mTZkZKeUn9A24BzgJ1wOeXej2L8H2vRJmGR4HD4X+3oHznzwA1wNOAZ6nXGuXjcC3wSPj/5cBeoBb4LRC31OuL4vfeDOwP//5/BNJXym8P/CNwGjgO/ByIu5R/e+B/UPERP8oqvG+23xoQqMzKOuAYKutqzv1b7SgsLCwsLC45N5GFhYWFhQ4sYWBhYWFhYQkDCwsLCwtLGFhYWFhYYAkDCwsLCwssYWBhYWFhgSUMLCwsLCyA/w/vkGtkH2tbCAAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "params = pub_params.copy()\n", "k1i = 0.56; # inhibition constant of Per2/Cry transcription\n", "idx = pdict['k1i']\n", "params[idx] = k1i;\n", "\n", "sol = simulate_bw( params, tStop=4*24)\n", "bmal = np.sum(sol.y[[4,5,6],:], axis=0) # total bmal1\n", "plt.plot( sol.t, bmal-bmal.mean() );# plot centered at 0\n", "\n", "params[idx] = k1i*2;\n", "sol = simulate_bw( params, tStop=4*24)\n", "bmal = np.sum(sol.y[[4,5,6],:], axis=0)\n", "plt.plot( sol.t, bmal-bmal.mean() );\n", "\n", "params[idx] = k1i*1.05;\n", "sol = simulate_bw( params, tStop=4*24)\n", "bmal = np.sum(sol.y[[4,5,6],:], axis=0)\n", "plt.plot( sol.t, bmal-bmal.mean() );\n", "\n", "\n", "plt.legend( ['k1i','2*k1i','1.05*k1i']);" ] }, { "cell_type": "code", "execution_count": 118, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "for run_num in range(good_params.shape[0]):\n", " plt.figure()\n", " params = good_params[run_num,:].copy()\n", " k1i = good_params[run_num,idx]; # inhibition constant of Per2/Cry transcription\n", " idx = pdict['k1i']\n", " params[idx] = k1i;\n", "\n", " sol = simulate_bw( params, tStop=4*24)\n", " bmal = np.sum(sol.y[[4,5,6],:], axis=0) # total bmal1\n", " plt.plot( sol.t, bmal-bmal.mean() );# plot centered at 0\n", "\n", " params[idx] = k1i*2;\n", " sol = simulate_bw( params, tStop=4*24)\n", " bmal = np.sum(sol.y[[4,5,6],:], axis=0)\n", " plt.plot( sol.t, bmal-bmal.mean() );\n", "\n", " params[idx] = k1i*1.05;\n", " sol = simulate_bw( params, tStop=4*24)\n", " bmal = np.sum(sol.y[[4,5,6],:], axis=0)\n", " plt.plot( sol.t, bmal-bmal.mean() );\n", "\n", "\n", " plt.legend( ['k1i','2*k1i','1.05*k1i']);" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 4 }