T1 mappingは新しい心筋性状評価方法として注目されている。先日SCMRからConsensus reportが報告された[1]。これを中心にまとめる。
1.T1 mappingとは
2.T1 mappingの臨床使用
3.T1 mappingの撮像と撮影後処理
4.T1 mappingの臨床的有用性
1. T1 mappingとは
心筋の線維化を定量評価するための画像である。心筋のT1緩和時間が正常心筋と異常心筋で異なることを用いる。従来の遅延造影像(Late Gadolinium Enhancement: LGE)では評価しづらかったびまん性の心筋線維化が評価可能なため、早期の心筋障害の検出に役立つと期待されている。
画像のピクセルごとのT1緩和時間(T1値ともいう。単位: ms)を定量評価するため、LGEとは異なり、撮影された画像をそのまま目視評価することはできない。必ずT1 mapping用のワークステーションでの撮影後処理が必要となる。
非造影の心筋のT1値(native T1)と、造影後のT1値(post-contrast T1)を求めるほか、心腔内血液のT1値、およびヘマトクリット値から、extra cellular volume (ECV: 細胞外容積) を算出することも可能である。ECV(%) は以下の数式で算出される(図1) [1]。
![図1 ECVの求め方 文献[1] より引用](data:image/png;base64,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)
図1. ECVの求め方
文献[1] より引用
心筋の線維化が進行してECVが増加すると、native T1は延長し、post-contrast T1は短縮する。Native T1およびECVから心疾患の鑑別をすることが可能である(下表1, 下図2, 3) [1][2]。
![表1 各種定量評価パラメーターの変化をきたす病態 文献[1] より引用](data:image/png;base64,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)
表1. 各種定量評価パラメーターの変化をきたす病態
文献[1] より引用
![図2 各種疾患と定量評価パラメーターの変化 文献[1] より引用](data:image/png;base64,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)
図2. 各種疾患と定量評価パラメーターの変化
文献[1] より引用
![図3 各種疾患におけるnative T1とECVの特徴 文献[1] より引用](data:image/png;base64,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)
図3. 各種疾患におけるnative T1とECVの特徴
文献[1] より引用
2. T1 mappingの臨床使用
心筋炎、アミロイドーシス、鉄沈着、ファブリー病 の4疾患はT1 mapping・T2 mapping・T2* mappingといったparametric mapping techniquesの有用性が証明されており、今回のConsensus report上でも使用が推奨されている。その他心筋症、心不全、心筋梗塞や虚血、スポーツ心などにおいてもpotential clinical utilityがあると述べられている(下表2) [1]。
![表2 parametric mapping techniquesの使用が推奨される疾患一覧 文献[1] より引用](data:image/png;base64,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)
表2. parametric mapping techniquesの使用が推奨される疾患一覧
文献[1] より引用
また、それぞれの疾患においてどのパラメーターを重要視するかが、下表3 にまとめられている。線維化の評価には、Diffuse・Focalともに、ECVをnative T1よりも重要視している[1]。
![表3 各疾患における各parametric mapping techniquesの重要性 文献[1] より引用](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAASwAAADxCAYAAABxqoowAAAgAElEQVR4nNS9eXRT173o/zmSPM/zDAZjAybMMxkIU0JCRpImgRAgSdPe9ra9b72u1bfeb6332ts7tX1t02a6bZI2zQCEMCSAgRAGMxgz2Ga2scHziGfZkizJks75/aHqcHR8jiTT3vdbv72WlqS993fc3/3d37PPHgRJkiQASZIQBGHMtzrp5WslZV0tOCUtICS8WnXVdILhCiajmpYPX6D66rqB6P5XpFBk+a+ifa8pWFuNp5307EHvv5rueG1Iq54eHV+dv6ft/n+VgvWB/2reBFEUpVAaW6lMZUP48gIldX01nJ5j0DPYv8WZavEeSJ5ARhSKgYYyCChx6Tl2dQqEX895BsKjp4tAKZiMwWxJzWMwOwlWJxTeA+npXnGPtzwUJwzag+B4+5IvL5DDDIQnkH3dS5/Qk0HPDtU0/BxWoBEhlI4UilKCdahQHJM6BetwoRhjKB0pWLSoBRdId3q6CMVRB9JzKHwGiwpCGbTG43wCdZ5ADlcNr8Z9L20UqI463Uvb6ck7Hn6CDayhOGit/hiK4wzWHoHwhipjID4C8iypuNFzUqE2nFogZV6gFMiQ1XVCxTPeUVSNR6s8FIcYzMno1QvGUyj8aZWH0kH1+A8l6UVZekY5HlrBbDAQnDKFGoHdC1/3ksYbzY03stGjEyiSCaTr8QQF423jYMkPly/CCtVDjofAeEYmPQb16t2L8wqWp8VjMKcRjK+/p2EHGqXUvN4rnJp2qM4ukB6CRRl6ZVp4fPzqDUTjaUc9R6tVTwu3Hi51XTWfgexuPCmUfhTMFkPVf7CA4l5wB5JLj2+TuvHVShiv1/b9V9YLFEloCRXIW+vB6HVGLbq+3+q8UEJSLZ4C8RcMf6AIUKl/LZ6DdchAo6EWT3ryBpJVnQK1W6gjbyCdqHlV/lfqSC+i0+tEem2lxVsge1bzoczTs1ulLvT0G0x3weQK1E/0AolAzkpL/lD7eyCZgvV1QfKmgJGVllcNNurodaRgSg8kjB5/WsJpwY2nswSTJZiDHi8PeoYbSh11XqBoRg9eiedeeNRzeOPRWaB6emX3ykOgwSgYr/eSHyjSuRd9hUrnXuHvtS/da/8J5FeU9QxaI7cauV6SJAlRFBFFUf6tR9Bqs9LX14fH45EjB0mSGB0dpbe3F6fTKecrIy1lXXVS0lAagRKHjz9RFHE4HJodQK2UUAzc4XAgSqJfXS3etfSlxYdWfT0elDCSJNHQ0IDNZtMsU+JQ09DjVZkfjL6Wowgki7JMWVcrKlHnK+uredTTlZYMerxq5Wu1r5ZsPl7tdntI9bV4Veap4QPJFYinUPqxw+EY40QD9UEtXQLYbLaAvGjJrPWt16cADGrEPsMI5MgkSaLuVh2vvf4ar2x+xe9z8+bNMcQkSeI3v/4N9z9wP01NTX7lZ8rOMOO+GRw+fNiPB/VvH57m5mbefe9dfvbPP+OrfV8xOjo6xnGJokhFRQV/fP+PfPSXj/jTn/5EXV0d27dvp62tjcrKSk06AwMDnDx5cgxdtbIlSWLH5zvo6+1Tq29sSIuXJ4fDweHDh+np6WHnzp20tbVRUVEh86tOeh1Rzcc7775DS2sLg4ODfqOUXrShhlfmaQ0MWji1Bg+1HL665efKuXPnju6IrRUhaY3y6jbWG6GVdQBZz2qnoNdB1fm+QVhP/8pktVn580d/1qyj/BYEgbNnz9LT0+NHPxQHE0o7qXWgTFqOftu2bQwMDGjKpMSj1rO63ltvv+UHo2UzWn1JT59aujNoVdATUoncaDASExODxWLhyJEjmM1mYmJiMBgNiKKI1WrFZrONwekrc7vdmkKLosjIyIjs9ZV8iaLIL37xC3bt2sWpU6f4zne+wx/+8IcxNE6dOkVnZydvfPsNXnv1Nd544w1SUlIAiI6OJiUlRVakx+NBFL2RUnh4OBkZGXKZ2+3G5XLJcvt+q3nWM06A0tJSLBYLRqORnJwcOd/Hx8jICMeOHRuDR8swlTxIksTIyAgGg4GVK1bKuJUGNTo66gfvdrtlvfvyPR6PrHeXy+VH0+Px4Ha75f9K+SVJwuPx4HK55LqHDh3yw+12u0lNSSUqKsqPf4/oGSOjr8znINxut/zb104+Wj75RFH0k1FJ19emyvZW4lXWd7lcsh7U7Xf8+HFsIzY53+12y08JyjylPYuiKOtN2blHR0dlmLS0NCIjI8fIofXxyaykr2wDZZtqtZ/SfnxPG0q5leWSJPnx4uPP1xa+NvLR8fGuxKFOarvWq6M1wKoHsTGT7j7laBFUlhUWFvLO2+9w7Ngxzp8/z3e/+12eevIpnE4n//Kv/8K5c+cAWP/ser797W8DXkP6/Vu/p76+nqLCIn76s5/60XE4HHz44YccOXKEsPAw/ulH/8Ty5cvlcqPRyD//8z+TmJiIKIosXbaU48eP86Mf/UiuY7fbuXrtKt//3vcxGMYEkIyMjDBoHmT46jC9vb10dXUxMjLCunXriImJobe3l6KiIsrLy7ldfxuP28Oq1au4cf0Gg4ODhIeH8+yzz47B63Q6OXHiBGvXrvVGFuXlRERGsGPHDmpqapg/bz7Dw8Okp6fLsg4MDFBaWsrZs2dpa2sjJyfnLvy5cvIn5pOVlSXj//rI15gHzXg8Hh555BEuXrzI5UuX2bt3L+vXr0cQBG+9r7/G4/EwNDSEKIq89NJLdHR0cO78OZwOJ8uXLychIYGKigra29t55JFHKDtbxqhzlHnz5lFYWEhpaamsq6VLl3L71m2GhoeYPGkyK1eupLGxkTNnzjDqGmVG8QxGR0fZ8fkOBgcHmT59Op2dnfQP9JOTnUNKSgoWi4VDhw5ht9uJjonm6aeeJiIiAkmSOHbsGCaTiebmZsLCwpg2bRo1NTWM2Ed44VsvIAgCB0oO4Bp1UVBQwMKFCzl+/DgOpwOr1YrRYOTFF1/k1KlTmMJMtLa04nA6WLN6DdHR0fT19eFwOmhuaqa3rxenw8kjjz7CxAkTKS8vp66uDgRISEjgoQcfIjU1FUmSqK2tZfuO7dy6dYvVq1czPDzMjRs3GHWNsuLhFUyaNInS0lI6Ojpwu92sXr2awcFBvtj1BeZBMzNnzmTZsmWUlJQwOjqKxWohOjqa9c+uZ2BggPj4eOx2O0ePHcXtcpOSkkJ8fDw5OTmyXiVJ4sCBAzz++OOcOHGC9o52PG4P69atw2azUVZWhoTExg0bCQ8Plx1CZWUl1dXVeDweiouLWbJkCQcPHmTQPMjcOXOxWq3U3KzBYDDQ1Ox96um608WRI0cQPSITJk5g6RJv/+rt6+WxtY9x+cpl+nr78Igennn6GYxGI4cOH8LpdJKYkCg7P71IOtDju14kqq7r16PVz6rKimpCetFYWFgY06ZO44033iA9LZ2f/8vPqa+vB8BisRAWFsaSxUvY++Ve/vjHP4ICzZ69e/jDH//Aq6++Sm5OLj/6px/5zQlIkkR6ejoRERE0tzRjsViYMWOGHy+9vb0kJiYSFhYmy6RMQ8NDdHZ00tvbS3NLM5s2bWL9+vXs3rMbu91Oc3MzVVVVDAwMsGXzFr797W8zIW8Cjz76KJs3byY+IZ6amho/nL4I4NatWzKfra2tpCSnsGjRIjZu2Mjs2bPlcoDh4WE6Ojp49tlnWbx4MZs3b6a2rhar1YrH4+Hy5cvEx8fL9Y8cOUJGegZbtmzhiSeeYNfuXSxdupTFixfz3HPP+bXL8RPHmTVrFlu3bmXhwoXs2rWLiRMnsvmVzTz//PMcPXYUu91OeXk5W7ZsIS8vj1c2vcKmTZs4efIkLpeL8vJyHnvsMV579TXeefsdHnroIV7d+io3btygo6ODo0eP8vzzz/P6a69z6vQpFixYwPx589m0aRORkZFcvnKZDRs20NPbw8jICNu2b2Pp0qVs3bqV5597noiICFm21tZWnKNOtm7dSlJSEuXl5WzcuJGlS5Zy9NhRYmNjeXnjy2zZsoUrV65gtVo5duwYSxYv4bVXX6NoahH79++ntrYWm9XGli1bePGFF/lq31f09PTQ3tHOQP8A9Q31vLLpFdatW0dJSQm3bt+itbWVzZs3s3HDRsrKynA6nXKbTps2jcWLFvPyyy+Tnp5ORUUFmzdvZsNLGzh0+JDsaLds2cLrr79OUlISd+7c4fHHHue1117jwsULmIfMnDx1kgULFrBl8xaQoLq6mrb2NoaHh9mzZw+PPvIor776KhEREdTcrKGvr4/enl7Zrmtra7lx4wYWi4WtW7byyCOPUFJSwpkzZ1izZg2bX9lMeHi4nz6vX7/Opk2b2LJlCxUVFXR1dXHs+DEeevAh4uPjuXnzJls2b+GlF19ioN/7OLhz506ef+55tm7dSkdHB01NTZw8eZKnn3qapqYmoqOi2bJlCw89+BAHDx7kwIEDzJ83n61btlJYWIjVapXtUPnoqRVhBfIxWo+NvmTS8nxaoVkok3eS5J10vHX7FkePHsXhcOByuWhrawO8I9j3/uF75OfnU1JSwqVLl1i8aDEAoiRy/NhxrFYrH3z4AYODg3R2dtLZ2cmUKVP8eOjo6ODHP/4xqamp/OMP/tGPB4PBgMft8cvTdK4CzJ41G4PBQEJCgt/8y82bN1mzZg0GgwFBEDAYDFRUVNDW1saN6hs89NBDuvhD0ZNWMplMzJ8/n/MXzjNxwkTy8vKIiYmR8dfV1fHkk08iCALp6enEx8czaB7UpDshbwIFBQUIgsCsWbMoOViC2WymvLycoaEhmpqaEASB6cXTiYqKYnh4mNLSUqxWK03NTbhcLvIn5ZOQkABAQUEBGRkZAGRlZ3Gj+gbt7e0c/to77+jxeDCbzX66nXnfTCLC7zols9nMxIkTAcZGvgLMmTMHgPz8fNxuN0ajkUmTJlFWVobb7eb48eMMDXt5t9lsFEwpIC8vD4Ali5dQWlpKWmoaixYtwmAwkJycTEpyisyXwWBg5syZGAwGMjIysNvtXL92nfkL5mM0GjEajcyaNQsUzafU6ZUrVxgaGmLvl3sB79PCtevX+O53vivXMxgNTJs2TR5oUlNTsdlsZGVmkZWVhSAITJkyha6uLgD6+/uJiIggLS0NSZJYsmSJPLir05myM8TFxrF7z248Hg9Wm5UVD69g957dPPjAg8yZMweDweC1lVt1zJkzRx60lyxZQs3NGlJTU5k4cSJHjx1l1uxZGI1GTCYTc+fOxe12U11dzddHvpbby2azMXHiRFJTU/n444/Jys5i957djI6OeudMkSgsLARgxowZstxaEZNfcweYBw2WZ1KHXVoTnupyvU7pexR69913+Y//+A/Cw8P58Y9/7PfMbLFaGBgYwOF0kJCQcNcTIxAZGUlcbBwvv/wyCfHezpKZmenHS2NjIz/4wQ8YsY/wpw//REZ6hl/ImZGRQX9/P1ablbjYOJkvTX4NOqEqEm6PW8bb0NBAY1Mj659dz4SJE7BarH4y+759czOCIOByuzRp6iVBEJg1cxZ/+fgvWIYtLFiwYMzA4fF4ZCfqcrkwGo1+beNLoiSOabfPd37Ohpc2kJCQQO9bvYDXSQqCwGfbPuOZp58hIyOD7p5uAAzCXafio+nLNwgGCosKefyxxwF4/PHHMRqMfvowhZn85FPOpWgNiAbBMGbi2dcBv/jiC5YuXcqkSZOwj9i9I7SokFcUMRqM8gsOmabHjdH0Vx0JXhryYwgCYWFhfnOl6mhemUxh3gHl/vvvl3n785//7Def5ZNN+aiD5O+gfTKBd4rDpxdBELxzR0gYDAbc7rv253a7MZlMPPzww6SmpsqwERERTJw4kU8//ZSk5CTyJ+YjCAImo0mOFME7DRIZGYnJZJJp+fAD8our/Px8uU19NuZ7QRUeHs7q1auJjYkFvLb44Ycf+vVNJc5AU01a81Xqx0a9oEnWpN4jnhI40JsaX4qOicZkMrHri1289957dyfuJBGn08n3v/99nnzySYaHh9n08iYEw13cL7z4AnaHnffff5/tO7bzzdFv5Alb8D5G/fBHP6SisoLGxka+9a1v8dDyh/wEDgsLY82aNbz/x/fp7OxEkiT6+vrGvPYPlBYtWsSe3XuwWCzY7XY6OzsR8EZaZ06fkXlW6i4iIoKwsDAaGxvp6emR5/Di4+L93gaN0Vd0NAODA0iSRHx8PCnJKTQ1NY2ZRF+6bCnbt2/H7XZTUVFBRHgEKckpY9oIoLGhkYsXLyKKIl9+9SXLli6jv7+fuLg46urq6Ojo8OOht7eX+Ph42traaGhoCBox5ublMjg4SHt7O9HR0dhH7JhMJkZHR+WJcXXKycnh2PFjiKJIf3+/32SvUo9adH38DQ4Ocu3aNSRJ4ubNm1y5cgW3283nn3/OqlWrsNvtlBz0zhfV1NQgIPjpSJ2WLl3K4cOHaWtr4+q1q1RcrEDAX15BEBgZGWH+vPmUl5fjcDiIiIjA4XAwb9489uzZg8PhYHh4GIfdIcOEEmknJSUhiiJ1t+pwu93s3euN3rJzsqmursbpdHLy5EksFgtr165l586dXof0V1339PQQFxdHUlISbtddZzFz5kxOnTrF4OAgfX19nDt3jjmz58i8zbxvJmVlZVitVtrb26morMBoNBIXG0djYyPR0dF+S28EQWD16tXs2rULk8mEwWDAYDCQk5NDWVkZHo+H/Qf26/oEpT60AgRlPT0/5IMx/vSnP/2ZemRTVlB7PmWUJQjeqGhq0VQWL15MQkICuTm5zJw5k/j4eN544w0WLljI3Llzyc3NZeWKlaxbt470jHR+8pOfsGzZMqIioygqKmLR4kXMmT2HtWvXEhsXS3Z2NiseXkF+fr48QkmSRFJiEiseXsGqVat48MEHefCBB5kxY4Yfr5mZmRQWFnL69GnKz5XT399PYWEhaWlpZGVmkZSUREZ6BikpKfJjV3xCPFlZWSQmJjK1aCoZGRkcOnyI2rpali5dSv9AP1VVVSxfvpy83DwyMzNJT08nLCxM1sW0qdM4fvw4XV1dPPHEE6Snp1NcXMw3R78hMjKSgoICMjMzSUhIIDMzk6SkJFJSUhh1jXLjxg2mTp3K4OAgBQUF5Obm+jVeXl4ekiTx9ddfExUVxZNPPkl4eDgJCQnyJLFv5GxoaCArO4vjJ44ztWiqHJ3sP7Cf2JhYHnjgAZl+cnIy06dP58uvvsTtdrNmzRrS0tJISk4iNTUVQRCIi4sjMzMTgKioKDLSM1i4YCEXL17k9JnTgPdRLj0jnaPHjjKlYAqZWZkkJiYSHR1Neno68+fNp62tjWPHjuFwOJg4cSJGoxFBEIiJjpF1aTKZSEpKIjExEUEQiE+IZ+WKlZSUlNDf389jjz1GfHy814klxHPy1Enmzp3LnDlzuH7jOrNmzqK0tJRR1yhPP/U00dHRJCUlkZ6eTnJyMrGxsbJMkyZNonh6MRUVFYSHhxMRHsGcOXOIjIyU23TCxAkcOXKErKwsli1bxtdff82lS5dISExg7ty5REVFcejQIZqbm5k6dSppqWmkpaUBEBMdQ1paGsnJyWRkZGAwGAgLCyMpKYnMzEzS0tJYsGABFy9e5Nz5czz04EM0NTaxatUqIiIiOHz4MAUFBcyZM4cpBVPIy8vjQMkBaqpryM7OprOzkyPfHKGoqIhZs2bJfTQ6OpqCggKOHDlCa2srL774IgkJCcTHx5OZmUlMTAy5ObkcOnyIoeEhnnryKdLT01m0aBGXLl/i9KnTOBwOJk2aRGJiImlpaaSmppKclMz+A/u5desWE/ImMG/ePBobGzl9+jRz5syhuLhYfqmk9iPq/2o/onZaSv/jh0MURUmSJMn37futzvflaX3USQtWC7caJtSPFl9q2lopVNxadfX419OPXnkgflpbW6UPPvxAcrlc49KH8mO326Xf/va345I1kO7utS20fmvB3QtPQ0ND0jvvvDMG9v0P3pd6e3vHpa/u7m7JarVK3d3d0ptvvhmUR722DCZzMHlFUfSTSwufnl606oRq06HyOR4YLb4C2b6W/vTyTD5vp/xWh2eSzitGXx31f/W3GrcWjlCSmp4STolPmaf1LKzGqeYrlOdwNU9a//VoavHqdDqpqqriW89/C5PJpDmHGEoymUzc/8D9AXlU86FVTy+yVsMG0k8ouhkz54O+Hfr+R0REsGTJkjF1Fi5YSHR0tIZWtG3T4/Fw8eJFhoeHCY8IZ8uWLUH5DpSnlCGY3SmTr45PrlDpadm/lv2q206LX3WdQLavlk2LL63H4kAyBfMHMk5RvDt7qdWoeilQuZaha3XAQE4wFF6C8RgshSKjFp96sgWqEwivnk4C8ajX4fV4Hg/uQHTGoy8t/QQaREJpy0AOVU9GZX01bCj6Vedr6VZdV08XwfgKRXY1XrVMgWQJtc/o2W2obResz+rBB9PTGIcVCHkoxqD3Xw3jx0QQo9OiqcezFo3xloeaQu3AgeiMV+ZQGlaPx7/FeYZiYMEiNi38wRxssE6oxUugyCdUefRkCaY/rRRoQAsFx391uRZP6rxQHZhWcKLXJkqe9OxIXW7wZfqQKj+BhJUk7+LIUJISn5KeGq86jJQkifb2dr/tIb46yrpK3HLo+Ney5ubmMTKplaGEVfOs/vT0eBdChlJXr6Op+VE3qJ6+guHzrXdT49aSTSvpGaVe2wXDGahcEAQGBgawWCy6tPR0osalllXLvrTa31fe0tqi2WZ6sirp6vWdYLxq2aRWmR58MH0F4lmLnhqfOi+YHkHbISodmFb7hDq4+PLGrHRX/9frKOBdmS7+dY2VFqwaj1IAJbOBHErJwRJG7CMhe2l12rVrlyYPahilUj7//HP6+vo05S4vL/dbFqA1Gih/22w2PvrLR2McrvK3ckRSdwI1Db0GdrvdfPnVl2No6PGm5Mfj8fDef76nyZcSVsmjFh31YKI1uCjxXb58mfr6+jF0fTz95S9/weEYu1RAD28w+9DT8e7du/3qaznuQKN/sN9qXSo/n3zyCRaLRRd+3/59tLW3BZRTyzkr5dXSk1LGQO0UygClZb9K+kqaWvTVOLUcnC8Z1IJoCabnWNQryvWUqsah5xh95Q2NDZSeLEWSvJs7ldt3Ao0+Wor1LQBVJ63IwZe/evVqEhMTNTuAqDpCJ5jM0dHRrHt8na4utKKXQCOdUofqMmV76OlISwdGo5H1z64PCKM2fnVdPbvRai/fb1EUESX/jchlZWXU1tZiNBpZt26dvN9QK3rQ0p8WLbUc6ny13rS+fbBakYZWB9y2fZvsbJVlav4ee+wxoqOj/eh0dXXJp5c8+MCDZKRnBGxLvYFNSxYtZ6KG0ervgexImbTaQF0eaEDV8zW+PJNaCC0kSmHVDbN3714GBwcxm82sXr2ampoann/+eSIjI2lsbKSpqYmVK1ciCMLddThOB6IoYjKaeP311zl+4jhtbd69VU8//TQlB0poaWlheGgYj8fD4a8PYzabGRoaYuuWrSQmJfLFF18wMjKCzWpj2bJlTJs2jd17duN2eXfjO51O3njjDZDgq6++4k73HWw2Gxte2kDpyVJeevElDAYDFy5cQJIkeS3OypUrqaurY+nSpXR3d1NaWkpYeBgej4dXt74qy93c3MyhQ4cICw/DarXyxrffQJIkdu7c6dUXEuHh4Wx6eROHDh/ilU2vcOjQITo7O/GIHh595FEKCgoA7xvC9/7zPaKjo7EMW5g9ezbt7e0MW4aZUjCFdevWce7cOa5cvcKoc5SZs2ay4uEVHDx0kI72DiRJYunSpdhsNrZt28ageZCIiAi2bPbuvbt+4zpms5nHHnuMiPAISktLkZAYHhrmgQceYMGCBXzzzTc89dRTfLbtM4xGI2tWr6G6upq+vj7cHre88bitvQ3LsIXXXntNXislSRJXr12lqqqK4aFhli9fTkpKCsdPHEcURWxWGzNmzGDVqlWcO3eOyqpKwkxhdHR28MzTz8g21dPTw94v95KUlMTq1atpamzimWee4ZNPPsFgMDBnzhyMRiPnzp8jPi6exx57jOMnjvPiCy8iSRL79u3joeUPUX+7norKCtwuN9OLp7Nm9RqZT5fLxYEDB+jt68Xj9vDUU0/RP9DPnz/6M1arlYyMDF584UXOnDnD7frb9PX1sXHDRvr7+6moqABg1uxZ3Lhxg4GBAZ544gmmFk3lyy+/pLevF0mUSE5O5sjXR7DZbKx7fB3l58q99mse4plnn2FwYJCKygrvCSISrFu3jr179zLqGiU7y7u+6vKVy/LK92XLliEgsHPnTsIjwomOjmb27NmcPn2a8PBwNry0QV5fFsgJqKN5rXJl0nP2aseiFRAoYbToq3Go66sdvExjPOtF1OX/9m//JlVWVkqiKEo2m0365S9/Ke34fId06dIlSRRF6b3/fE8ym80yTENDg/Q//5//KTmdTkkURenQoUPSqVOnJFEUpdHRUanqUpW0e89u6fr169KBAwckURSlt95+S6ZRXV0tbd++XTp48KB07tw5SRRFyePxSP/6r/8qtba2Sv/0T/8kWawWSRRF6dKlS9LOnTuln//Lz6WGhgZJFEWpqqpK2vvlXulPf/6T1NzcLImiKP3qV7+SqqqqpH3798lyffTRR1Jzc7P0i1/8Qhp1jUqiKEpXrlyRtm3fJu3Zs0eqqamR/s+v/49ktVolUfSun3rnnXekbdu2ybT6+/uln/yPn0ijo6PSv//Hv0vnL5yXSkpKNHU6MjIi/eMP/lESRVEaHh6W/vuP/7tkNpslURSln//855LZbJZ+89vfSE6nU3I4HNJbb70llRwskQ4fPizjcjgc0k/+x0+kgYEBSRRFadv2bVJNTY0kiqLkdrulrq4u6fdv/V6qqamRfv3rX9/V3b/9q+RwOGQ9HCg5IOP8xS9/IdXW1kqiKEqfbftM2r9/vyRJknTh4gW/er6P2+2WOjs7pbfeekuqr6+XfvHLX0hutwh8L+QAACAASURBVFuSJEn63z/931JfX5/09ttvy7K/++670rnz5/xwlBwska5evSqJoii9+eabUt2tOukvf/mL5PF4JFEUpXfffVdea2WxWKS33npLhv3gww+k2tpa6b3/fE9yOByS0+mUfv2bX0tDQ0NynRMnTkgnSk/46f+NN96QRkdHJY/HI73z7jvSnTt3JFEUJZfLJTU2NkoffPCBdO7cOentd972l7WrU3rr7bek4yeOS6WlpX5yvPm7N6WRkRHp/Pnz0pEjRySn0ymZzWbpV7/6lXTgwAFpx44d3j7y3ntST0+Pn66ampqk7du3S6IoSp98+onU1tYm/fu//7tkt9tlnrdt2ybV19frrmMKtJYq1DqhfP5v4fEl/w1fGl41kLc0mUzMmTMHQRCIiooiKyuLKQVTuHjxItOmTQMJ4uPj/XDOmjlL3pS5bNkyPv3sU0wmE01NTZiHzH5bcQTBux2msLAQQRBITExk1DVKZ1cnCxculOvcd9993pXG06YSE+1duT5r1iy+OfoNJqOJyZMnI0neke/WrVssXbKU8+fPExMTQ0ZmBsXFxVy4cIFt27fx5BNPAtDe0U7+pHxMRq+K8vPzOVN2huysbPr7+0lKTCI6OhpB8O5fHB4ellcHAyQnJ5OWmibLcv3adZ5++ukxI4jve0rBFARBICYmhqzMLOLi4hAE73lOLS0tdHV23Z1rEbw7+F968SW/9slIz5Cjnoz0DKxWKzdv3qSqqgpA3ghcMKVAphsVGSXPQ06bNo2LFy+yY8cO1q1bR2JCorxqOzsrW26b5KRkWlpa/OyhoaGBc+fOYTAYuNN9B4DJkybLe+eiIqPo6upiYv5EGa6wsFDe36bUhTLl5uQiCAIffvghzzzzDKtXr+bjjz9m/vz5zJ07d0z9/oF+Guob2LNnDwBul/+5azdv3mTTpk3AXVsvKCiQ+cjMzMQ8ZKa9vZ3a2lokSaK/vx9B8O5k8OG4dPkSJqOJ3t5erl+7zhtvvKH5BFJzswa73U5fXx+iJBITE0NERITfivCwsDCKior4wx/+wLp1d6cPfGl0dJSIiAi/Ey6W3b+ML/d+SXFxMStXrpR3XGg9nqojKGUdvcc2LRx6EZIebCjlWlGhGl752xBsok1vvkn66xzEiH1EZt42YqOgoABRFDl48CAPPPDAGBzKPX3d3d1ERERQUVnBxo0beWztY4SH3T0mQ0tgSZIIM4Vhtd3dgNzb10tSUhIjIyMyvcHBQRITEkEY+2xfVFRER2cHh78+zJrVa4iIiOAf/uEfmDZ1GgcOHAAgNjaWwYFBGd/IyIjMW2RUJFarVZ7PGh0dxWQyERbmfTwUBO+5VL7jNnz4+vv7x8hzV7H6b3liY2O577772LhxIxs2bOAH//gDcnNzGR4eHqNfZeN6PB7279/PSy+9xPr16+VtSHq6jY6O5rvf/S4FBQXyYXxa+vf+8Mexa/cuXnzxRZ599lmSk5L9+PFWl4iMjMRischwFosl6EsbQRDYvHkza9eu5dNPP6WwsJAf/vCH3K6/TUtLi9/eRV8bzZ49mw0bNrBx40Z+8pOfEBd3dxN8dHQ0AwMDmvMovtTf309FZQUvvvgiTz/9NOER3nY3GAzYbDaOHT/Gt57/FuvXryc2NpbIqEjMZrOmTuNi41i5YiUbNmzg5Y0v873vfc9LW7Uf9Zmnn+GFF17gs88+G6MDo8nod4ggQP7EfH74wx/S3d095rgjX71QnJealvK/GofyW+9RUP14p5f0bF1JW/0bQF7prp7s1esEvv+C4N1HuG/fPubNm0d7WzupKakkJiaycOFC9u7dyxNPPIESP3iP6Th79iyJiYkcO3aM9evX8+eP/kxtbS3nL5xH9IgkJCbQ1NxEe3u7POGupH//A/ezf/9+Vq1aRX+fdyNtdnY2jY2NHDt2jJycHM6Uec8K2vnFzjGKMxgMTJ82nes3rpOens6d7jv0dPcwaB4kLi6OwcFB0tPSEQSB48ePk52dzenTp1m1ahXXr18nPi6e9PR0Dh48SFFREWVny1i1ehUmo4kdn+9g5n0zaW9v99sxv3z5cj797FNsNpt8+qgvegmkZ4CsrCyGhoc4c+aMvL9v+UPL+eyzz7DZbISHh5OYmDhG14IgYLfbuX37No2NjQwPDY+hp0xdXV309PRgHjITGxer6xDVvyVJwul0cvv2bTo6O/w2eyv5yc3N5fDhw1y8eJGwsDAqqyqZMGGCH86EhARqbnr3yoE3Kqytq8Xj9hAXF0d1dbW8tzQuPk6ehxRFkfrb9Tz7zLNcvnyZk6dOkpnh3f84depUOdJbvnw5e/fuZcWKFYA3clYnQRCwDFu4desWt27dwulw+pXZR7w6bW1rxWa1sXHDRj755BMeXfsoBsFAdnY2UZFRXL16lcWLF7N7z25G7F5n6msnZXI6nVRUeje0x8XFER0dTXd3Ny0tLUiihNFgpKiwiN17dnPfjPtwOp3y+Ve+E0h37d7F888979cmWlGOVtSkVxao7ZV1lGVaEZieM1TW14JXyyEIwt2LVEPxjGpmurq6MIWZuFV3i/j4eKZNm0Z4eDjXr1+ns7OTRx55xA++qamJsrIyZs6cycjIiLwh+fbt2/T09JCXl0dUVBSpqalewzQaSExIJCMjA5PJe2TG4OAgmZmZdHR00NDYQFxsHDNmzMBms7F9+3aWP7ycwYFB8iflk5uTS1tbm3xuktPpZHh4mLS0NEpPlhIfH8+C+QsYGhriRvUNoqOimT59OmazmeTkZCRJ4saNG9jtdgoKCsjKyqK3t5eYmBjCwsKoqalhaHiI/In5Mo3Ozk76+/tJS0vji11f8MMf/JD29nby8vLo6e3h9q3bmEwmiouL5fODPB4PXV1d8obn9vZ2cnNz5RcVOTk52O12qmuqcTqc5E3IY+KEifT19VFXV4fRaGT69OlYrVb5lAez2YzRaGR4eJiGhgZyc3OJjo4mISGBkZERUlJSvPjb2+SJ3ri4OKprqmU9DAwMkJaWRlhYGIPmQYwGI3FxcTgc3pM+fUedgDdarqurIycnh8jISFJSUuQ6giDQ2tpKXl4eFouF6upqTGEmcnNyiY2NlSeMfdHqlStXyMnNAcl7osGNGzcQBIHp06fT19dHe0c72VnZTJo0CYvFwrVr14iPj5c3OHs8HmpqvI9ieXl5TJw4cYzdNjQ2EB4ezn0z7qO/v5+8vDwEQZDbt7u7m/b2dvLz8xEEgfj4eDweD4mJiXR0dtDY2Ehubi7hYeHk5OTQ09PDrVu3CA8Pp7i4GIfDQd2tOubOmYvdbqe2rhaDYJCdp8lkIjY2lq6uLpKTk7lx4wYut4upRVNJTEykrs57gkNqairJycmYTCZqamoYGBwgPS2dmJgYWlpbyEjPIC8vj5s3bzJ37tygj1zB+rqek9Hq/+p6Wk5SywkGo60sG+NUJRUWrdBMHaJpCeBL3d3d7N27l02bNhEXF+cH19jYSEVFBS+88IIuQ1qCaz0zq/kwm8188cUXfOc73wk4skiS90yt0tJSNm++e1LjePjQSpIkMTg4SHdPN9nZ2Zw4foK0tDTuv//+gMYTSC4tPv4WHMFkUNIKRCPUUP9eHhkCyToeGcfbocYzp6M3x6LVX/R40JMnUGSkBxsKj+p6gVKoNLRkCNZnQykPJKvfvYTBPKCWEOp6Z8+eZfr06SQlJY1hwmq1Mjg4KB+VooYN1ZjVv8E7Mdne3s6kSZMCenVJkjh9+jQLFiwgNjZWE7+WIerxoOTXbrdTVlaG2WxmxowZTJs2zS/c1ZJHS9ZxN2IAeGV5KO0biLdAA0moI3IgfoN1hEDtEYqjG49NBbNzLRzBnJoWT8qyUAfIUHURLAWTMdSISCvq0rORYO0VrP389hLqpfGMJoHgQ6mrB69k/F7gA8GOl6/x1P9b6gYbkUJNwUbaUEZMPbxKmHsd0QPVC2R7enz8LfgDyfNfIUuosPdC7/8PSU/HejKNeUvoA/Llqb99SJSeUOtbnaeEDcS83igYiF6wFIxusBEtUFLCqOXWagx1fa18PRp6UYpW+ylToM6t5NGnY73ISc1nKJ1EiTPUiE6pl2AdXAtemZTtoFWmxh+Ks9KSJxS9hOqs9PAGaotA9qBFZzy/Q8Ebqi2HmvR0KO8l1HICSsNVG55WmRpeWa4URq/BAxmEFp9qIxUE7/KD4yeOU1FZMUbo4eFhWttagzpWNX0tJxSMfzUutQxaA4Fe51Z3HPGv98SpnaLD4aC+vp7BwUF5v6NWeynz9AxDTz6z2cw333zDtWvXxtTv6+uTL1jweDx0dHTQ1tYm3/mnZwfBdKjmW2lvLS0t8ttMJR61brXkU/Ki5zD17FBdX90HAsmoR0dvcBuPc9KzY3W/EQSB3r5eDh06xO3622N03NHRweDgoK6thOKg9PQQSC/BeDeoG1NpWHojuhZiJbwWrE9gNf5ABqFlFMpyLaP++sjXxMfFUzilcEx5V1cXly5d0n1s0QtFA42YWo/HgTqID85ms/ndKqznQHxw4l8vmJUkicqqSi5evDiGxtDQEGVlZbS1t3Hl6hVdp6fm3fdfr4Mr8Xz11Vfk5eWRn58/phM0NzdTXV0NeNcyXblyheMnjnPw0EE/POp21NOrlhNRt3tFZQXdPd26zk/P0anbScuWxtsPtGxSS0Y1bT0bUPPgsxstWDVvgfAIgndz+d49e5k2bRpZmVljeL527Rqtra26TkpNX9131H1By97U32p7UutPkqSxl1AE8qZ6SqyurpYVqYStulQ1xvgCJaUw4l9vlPXhs9vtCIKAzWajtbVVvoXYd5fg6OgoTqeThoYGsrOziYiI8Lu6y7cRVU9G8C481FqEp0xaRqyMcNxut7y0wZcviiJtbW3ywlG73c5n2z6js7NTlqO1rVVe0Dg6Oorb7aaj0zvKAfT09PDZZ59hNpspKiyiuLgYSZLoutPFnTt3xvIpSn43wij1CXdvgVbyLkkSVquVtrY2ma/h4WGam5txu90MDw/T2dlJVlYWYWFhfpGTUr8A6enprFu3jlc2vcKVK1c021nrv++37xIEQfAuwvV4PNjtdtxuN62trYyMjIyxy5GREZxOJy6Xizt37vhdvy5J3uUM3d3eW4GUtz2Loui3Udlut8t42tra/I4T0rJ/LYehtAt1R1c7V6fTiSiKtLS2yAuPwRultre3yzYwPDzMRx99hNls9ruFyOVy+d3+bLfb5bZrb2+X+4HZbJYj3t7eXmw2G8nJyRiNRj9Hplw/qJYzUAQXaKBWBy1a0ZaW81Lry/izn/3sZ4G8m55xKb9LS0vJzc0lJibGD/bA/gPMnTtXvmzAV18URex2Oy6X6+7H7cJoMMrMtbS0UFFRwZQpU5AkiY8++oj8/Hx27dqFw+mQG2Tf/n243W6OHDlCfEI8R7723hp9s/YmCQkJJCYmMmIfYdeuXeTm5tLX10d/Xz/9A/1kZWX5jWyDg4NUVlZSXFw8Rk7nqFM2Yt9HFEX5qizwHrdzrvwcIyMjVFRUMDAwQHZ2Nu9/8D5ul5vLly/T0dGBwWBg3/59GAQDqamp7Ph8B6Ojo5w/fx5BELh9+zaHDh9idHSUU6dOER0dLV9qGRsby8DAAMPDw1gsFmpqarh927vqOzs7m/r6erKzsxkcGORs+VlmzZqFwWCg7GwZVotVvl/w6tWrdHR0kJOTI+t30qRJfP755zicDoxGI61trZw6eQq73e7Vb3w8x44fIy42jsuXL5OWlkZ8fDxut5tPP/2UzMxMHA4Ht27dQhAEkpOTKT1ZysQJE+UtS74O5bthx/cRBEG+tszlcrFt2zZ5XdHhw4eJjY3li11f0NjYiNVq5ciRI0wumExLSwuZmZnYbDYOf30Yl8vF7j27cTqdnD9/HvBut/nTn/+EZdjC7du3uXb9Gs5RJ3fu3CEnO4eqqioOHTrEwoULZZuqqa6h6lIVo85R9h/Yz/Tp06msqsQ8aJZv49bqH+o8p1PbbpR9YteuXVRWVeIadXHkyBFycnPwuD1s27YNp9PJxYsXMZvNWK1WDh46KF/a4bss48yZMzidTtLS0rDb7ezatYuEhAQOHjrI8NAwCQkJXLlyhUuXLtE/0E/5uXLAezJGXGwcZ8vPUlRYRHh4OD09PZSWlmIymYiLi/OTVU9GZR/S04kSTv1EolWuTr76JiUBPYJaHk+PsUDEfL+7u7s5fea0391yJpOJFStWyIsRXS4XNptNdnDmITN9fX1ERUfx2NrHEASBt99+m9dff52oqChSUlJob2unuLiYJ554gpKSkrujjij5zXNMnjxZXn+lFcprRZSVFZXyAXm+lJGRwcMPP+zn8ObOmcvixYvxeDz85je/obW1lTWr1zB16lTcbjfvv/8+8+bNY0bxDNatW8eFixdYMH8BCxYswGw28+mnn5I3IY8ZxTNYsWIFo6OjvPm7N/n+975PXV0da9eupexsGQ6HgwULFjB16lRGRkZ4++23mT9/vsyb0WQkMiLSuydyYj5VlVX84Ac/uBvBOB24Rl2y/OYhM719vcTGxrLu8XWIosi7777Lt7/9bSIjI0HwbquaPn06a9euZfuO7X6j/NDwkPy7uLiYhIQE7ty5Q2NDI6+99ppf5HTs2LEx167Nnj2b4uJiWedDQ0MyjNVqxe12M2Qe4umnnyY7K5ukpCQuVV0CoPtON1evXeX1117n/Pnz5E/MZ926dTgcDt59712sNitTCqbw8MMPI0kS23dsx+nwRuMLFyzk2rVr2B12OaJKSU6hvr6eRx55hKKiIvLy8jhx4gT333+/fB283iOqMgmCwIULF+js7BxjNytXrpTrdN3p4rn1zzFx4kQKCwspPVFKZGQkDz74INOnT8ftcfNv//pv/OQnP2H6tOl+O0gAeQAAbyQ9PDxMW3sbebl5rFmzBrfbzc4vdvKjH/4Ig8HAzi92EhUZxX333ccjjzzCe//5njwn6vF4sFqt3jbX6A96cgb7HSqML+n1SVMgT6eFRJk+/exTnE4nly5doquri5jYGIoKi+jo6MA2YvNGDAbvBuYH7n/AuyEa71aTF771gqYQ6jBaSXPKlCnU1dXxy1/9klc2vUJtXS07v9iJQfBePDlv3jy/6+C1eAbIzs72C+Wrq6s5d/4cVouV+vp6zENmoqOiWb9+vTyKLVu2bAweNc+xsbHySnOTyUR8QjyNTY1s3boV8F5+OWHiBHp7e2X46upqYmJiqK6uRpIk0tPTMRqMpKd7twb5OohWunbtGhcrLhIdFU1P79i7D9esWUNJSQnr168nNTVV3uCr9TgLUDC5gOob1fzq//yKp558ioaGBr744gvAO4D4NpwHS74bnktLS1m5cqX8yAEQGRkpdzg9PSp5U9phWFgYaaneW5ITEhLkCf4dn+/wHp0TEYHJZJK3PEVGRoIEN67f4JVXXgG827KmFEyRO3lvby+CQeChBx/i3LlztLa1snbtWrq6uuSN+2lpaQwND8m3N/vSlStXqKis8OM5JjqG5557Th4QH3zwQU0dKWWNCI/wHjUDxMTE4HK7GO4ZlndPGA1GMjIz/AZdrakJZVq0cBG7du3id7/7HY899hjNTc3yPkWXyyVvZNezBa089UCul/QiqGB+Rgmj94jpd2uO+jnSl6fnKV/Z5DWCL+K+YOXKlXJ05MPjcXt4/bXX5fDXh7Ojo4Ojx46OibDWrl0r72KPiIiQR2GPx4PVYsVoNPLUU0/x4IMP8vEnH5OXm8fGDRtl4wA4fdp7T15kRKQ8H+ByueSN0T58gNyRZsyYwYwZM+jp6eH06dM8//zzY3Rx8uRJmpub/eTPysrikUcekfe2uUZd8oZnURJxOpwkJyfT3d0tO8nuO93MnjUb332dmZmZzJ41m6lTp8p4S0pK/NpAmZR53xz9hh/98EcYjUYaGxvH1M3KymLQPMiBkgM88/QzfmUR4RHy6Q0ejweLxYLJZGL9+vV0dnay98u95OblsnHjRtnROZ1OTpSeALwd3zeqm81mvwtIfTcAL1u2TD51QhkNlJSU+G0MB5i/YD6zZs6S28UjeuQbj5XRm1b6b//tv3HixIm7g5XKXHNycqivr2f+/PlIkkRHRweFhYXk5eXx1VdfsXz5ciZPnsxbb79FclKy7gW1vrkgX3vPmTOH2bNna/Lkk/n48eNjIvPs7GweffRRfYEkr+Pq7e2VFzf39fXJm7jVKTIyEovVu6nc5XJhG7ERERHBpk2bqK2tpexsGRMmTmDz5s0yzNCQv0590bLPJmRWNCbKteRU/teroxWMBBuk1El+JNRCpjV/pc6XJImw8LAxc2CCIMi73NXC5ubmyofh6U1Y5ubm0tHZwYWLF7hz5w4j9hG6u7upr69nxD5C/sR8srKy+Pjjj1m0aBF2u52ZM2cSERGBgMCiRYv45JNP8Hg8XLp0idi4WIxGI2FhYd4N0rk53DfjPj/ZfRddaj3yrlixIuhjwKjLO99ht9tpaWlhypQpLF26lPf+8z3WPb6OtvY2YuNivfN90TFcvnKZVStX8eGHH7J8+XLCwsJITU0lLCzMb44jMjKS8PBwHA4HtXW1IHkdvMlkkuclrDYrBoOB8IhwWU6AZUuXUVZWJu888Mk6depUjh07RmpqKo0NjZhMJjo7O2lpacFsNjN50mRMYSY+//xzZs2axdDQEAsXLiQywhtxzps7j8NfH2bpkqVcv3GdmJgYmacDBw4we/Zs6urqmJg/keLpxbI+o6OjeeGFsdG10g6MRiP5E/M5ePAgiYmJNDQ0ABARGSEPoMq2MhqMvLr1Vd5++21mzZ5FbMzdw+wiIiNYs2YNv//97/F4PAwPD2MeMlNcXExSUhJnys6wadMmTCYT0dHR8mbsiIgI2TH5It2jR4+Sm5vLfffdF/BJwJcEQWDNmjVjbEYdSURERMhlvjZ88IEH2bN3DyseXkFDYwOzZs6SI8ir164ytWiq/Ng2b9483n77baKiorhx/QYmk4mGhgYGBgZoaWlh+rTptHe0s/fLvRROKZQf7X10Fy9azJ49e5g7by7nz50nMytTtsG/fPwXnn3mWZKSkjT7vpZD0/MdSjj1XJbaFvTK5ZXuWp0xmLfzlQ8NDRETEyNPmvoIDQ4Oyh1FmR9KaAjet3Y3qm8wIW8C4eHhxMbGUltbS1h4GEWFRZhMJrq7u2lqaiI5OZmCggLMZjNJSUkYDAa6u7tpbm6W5wFiomNwOp3s3r2bZ555huTkZD96Ho8Hm81GQkLCGMMKpnzwPiIvWriIYcswKckp5P/11b/NZqO6pprUlFQmT54MeCONmpoaiouLMRgM8ikERUVFiKJIWFiYbJC9vb2kpaXR29tLZ2cn+fn58mT/jRs3yMnJISoqivj4eCwWC1FRUbhcLuLi4jjyzRFyc3OZUTxjTCQ9NDREXV0dU6ZMAbyPtDU1NURFRVFYWIjRaKStrY2Ojg7S09PJz89ncHCQlJQUJMm7SfvOnTvcd999jIyMEB0dzejoKDt27GDLli2YzWa/zc1KXWvZnJI/t9vNzZs3CQsLk9/6WiwWedO2bzJbkiSioqIIDw/HYrFgt9uJiYmRj9Lp6+vz3q49Osr1617HWlRUJDuj/v5+Gefw8DDh4eFERkYyOOg9ucNkMslvSLdv384bb7zhdy6VXofTk09LDwODAyQmJGI0GnG73VgsFpKSkjCbzdTV1ZGZmcmECRMA75E89fX1FBcXExkZKePp7++nvqGeqUVTkSSJ8Ihw6mrrSExMZNKkSRgMBhoaGujt6yU3J9d7AsjQkNw/m5qaGBwcpLi4GKfTKQ96XV1d5OTk+D3F6LWZWh9a/UbrEVHPDtRJEP66NSfYpJpWFHQvjk2NT8mIHsOB5tIC8aNV7kv19fVMmTJFN2LUgw3UEOA9x3v5Q8vJzc0dI08wWL3G1dNrIJ58eRWVFdTerOXll1+Wj1cJpKNgNNR56t+C4F2S0dHRwaRJk0LSZai8+Orp2UMgpxFowAkVryRJ3L59Wz5McryyBKKhxee9yDkeHgLZQig2GsgmtPDqOTitFIg3zb2EWsaoVR4spNPKC+aR9RpEL4VaP5Dn1qoXyMGqafvKBwYGiIuLG/MmSVknUAfSgtHSdah6un7jOkVFRURGRPrVC4WHQPyq4bT4C1RXj26wOnpyBuMjFHgtfvQ68Hj5V+cHgwnkvELlSw2nhL0XHYQioxaeQDathUvPzuX6kqJ2sBF9PCNgqBFYqFHEvUYEodALhb9Q5NfCFSrceHCGUu9vacu/B89aeMYTSWnVG68N6sHci3zjhQm1Lf6eNEPF9/e0p7+nzwilTsDzsED/taNWuRa8Fg6tNN6RfDywoeIKFN0oUyD5leX3Cq/GoVemxhFqJKjkTYuGFv+BYEMZucfDQ6Bo415hQ7Wf8UQvoeg7mI0FkyWQgwnUV/+e5eONVvXaWo0zFB7UdYw//elPfxbKSKDMFwTvDL7NZsNgMDA8PCxPRCrrORwO2tra6OntwSAY/N6G+GidPHmSU6dOYTKZKCkpYXR0VF5/oqSnFt73Uaf29nb5JE9l3ZqaGgwGg3xxhLK8qakJm81GfHz8XU+uQbOqqor4+Hi/SVe95IM/fPgwZWVlTJ8+XX4pEai+mu9gTkBZ52z5WY4fP05WZpbmtU/q5Ns47Ft6oGWY4x0MlLC+dP7CeY5+c5Sw8DAOHjzI0NDQmDmuQMbvW9SozAvm1LTympubsVgs8kuVUGQINcJR1tPamK7FkyiK8txiINm0aPnqNDU18eWXX2I0GsnIyBjDR3l5uTxhr8YRDHco/9U8hjow6ckZyGmC6iJVJVCw35Ik0dDQwPYd29mzZw8ej2dMvd///vfcrr9N951uDh0+xO9+9zv5KN0dn++gp6eHxsZGXnnlFU6UnmDDhg0sWbLED4daAD0lC4L3GN5Tp09pJlA0vQAAIABJREFUwtbW1sp79dSytLS00NHZoUlLWe/KlSt+F12oy9X/r1+/jiiKbN26VV6AqvfRgpckSb7KXQ/Gl/r7+6mpruG59c+xc+dOea1ZIBptbW20tbfxpz/9yXt+PtqGHIhvPd59vy0WC1WVVWzdupXTp06z/tn1rHh4ha5t+T4ulwu73Q7Am2++OeZ8+UD01cbv02Fra+sYOYPJFCpN33+LxcJvf/vboDANDQ189tlniKIorxccr2ySJLFv/z5efvllZs+eLZf5FsV6RA8XLlwIaDt/q9xa/SkQTDC86qQulyMs9fOqEkAdmkqSd6PphQsX5D1dYeFhpKakyq+LJUni/IXzbHhpA5MnT2bmzJnk53v3Aq5atYqiwiLOnj2L0WgkPDycyspKpk+f7rc/TxRFbDYbJpOJtrY2+TW5x+Ohrd27mTg2Nlam+c0337B48WJiY2Pp6Oigv79f3qR7+/ZtMjIySEpKoqenh84u73aJqKgompubEfDSGxgYIDo6GqPR6K3X2YkgeK8xu3z5MlOnTvW7fWZ4eFi+1t7lctHa2ordbicyMpIjR46Qnp7uXcOCRFur97LY2NhY+bV8R0cHUVFRtLS0MGIf8Vto2dXVxVtvvUVhYSFxcXGYzd7rp0ZHR4mJifFr4MqqSobMQ0yZMoWFCxdiMpmw2+309vbK55T7XtG3tbUxMDBAb18vYWFhrF69muTkZCwWC6Ojo7S1tSGKIlFRUQiCd8uRL8/j8RAeHk5/fz8dHR1ERET4vfK2Wq20t7djs9mIjY3lYsVFrBarvOZp1sxZ8rKB9vZ2BEGQl2/49G2327lw4QJXr14lPT2dhQsXkpCQIC9b8DkdH1x/f7+c5+PPZ7stLS388f0/UjC5gIHBAXnxp8VikW1nZGSElpYWrDbrmMWZNptNflIAMBgNtLa24nA4iImJYdQ1Skd7B319fcTExBAVFcWsWbPkdXM+u42JicFgMGCxWBgYGCA2NpaZM2fS1NTEtm3bmDBhApIkyTI5HA5cLpffNWi+jem2ERsx0TG0t7dTdamKqVOnEhsTK8N98sknuFwuYuNiuXr1qveWqL+2VVhYGKIoyhvBfe0XLLrXcibqNN5IXJ20/I8v3+d7xmx+9v0O5BkBedHexIkTcTgczJs3j23bt8n72QRBoLy8nCVLlsiPQvHx8Vy/cR23x01VVRXd3d3y9UjXrl8jOzub8nPlZKRnEB8fz+DgIF9++SUDgwM0NTXhcDhISUmhpKQEs9lMb08vFy5cYM6cOQyaB7l06RIPP/wwX331Fb19vVgtVnbt2kVEpHfVfEZGBjU1NVy+fBnwrhRPTk5maGiI4yeOExUZRUdHB+XnyplRPIPKykpGRkbYv38/s2fPprq6WnZYPj39r//9vxgZGSEpKYl9+/dhMpqorKzEYrFQV1eHR/SQkJDAgZIDSEjU1tbS0dHBnTt32Ld/H5ERkZSfK0f0iAwODsrbWgRBoLq6mvJz5WRmZuLxeDhw4IDs3AcGBvw2FJeVldHR0UFKSgqHDx8mOzubt995mzBTGH19fZw6fYq5c+eyb98+urq6sFgsfHP0GwoLCzlz5gyTJk3igw8/oLe317uZ/Jsj5OXm0T/QT8mBEsIjwqmqqqLkYAnTpk5j3/593rU6pjC/47Bra2vp7u6WNw63tLTIneXS5UvkZOfQ39/P2bNnEQzejc2FhYVUVFRw7do1JCTu3LlDR7v39p3k5GS++uorFixYwFtvvUVffx8ul4sj3xyhYHIBLS0tnCg9QVhYGGfPnqWsrEw+Rx/g6rWrVFZWkp6ejiRJnD5zmujoaKoqq7BYLGRkZPDJJ59gMpm4fuM6/X39TJ48Wbb7z3d+TtWlKsLCw9j31T7a29txu92cPnOa2JhYJFHi1q1b9Pb2crb8LFOnTuWzbZ8xbdo0tm/fjiiKdHZ2curUKWbOnMlvfvsb+nr7MBqNVFZV4hx1cvXaVVJSUvjyqy/lq/EOHTqE0WgkLS0NQRDo7+/n008/JTIykpqaGurr6xEMAhUXK8jKyiInJwej0SjbskEwkJSUxLHjxzAYDVitVr7a9xXLli7j1OlT1NXVYXfYOVl6khkzZsj9We2Y/l/23jS6quPKF//dUVfzhGaBhASIeZ6EmQ15QDziduLYK4mddK8k3e313uu1+kMPeatfVt5/reTF7sQ2NjieaGYwFjbGgMGYGTNoQBJoHhCa5+FKuld3OP8Px6d8bmlXnSNMut8HF4ule0/t2nPtvc+5p6r0wYuPEfxnUeUku8bHGKpPf23cm+5UhBMxOGXKFOTl5WF4eBjh4eH4/rbvkzj0Y8LCwjDmVY/gnj9/PoLBIJYsWYK6ujqsXr0a95ruhcD7/X50dXVhavZULFu2DI2Njejr70N+fj4A4K233kIgEEDhrUIsXbqUjX/i8ScAqC+fastGhoeHUXK7BL/65a9gt9uxfPlyvP7661i6dCkWLVyErVu3QlEU7N23F83NzVi3bh2am5tRU1ODiooKUM3r9eKF51/A6dOnkZmRiWnTpiEzM1N9q3j6dMybNw/Dw8NwuVzIm5GHabnTsP/AfixetBjTp03Ho48+ildeeQUb1m8Yd+TV0qVLcfnyZaxfvx6vv/46fvaznyEqKgp+vx+vv/E6VqxYwSqyRYsWIS42DnPnzsXVq1dhsViQlJSErVu3AgB+//vfo6WlBf39/fjZz37GeAcAf0DdZsZqsWL9+vVITk5GXFwcSstK0dDQgJ/8+CeIjo7G0NAQ/vjHP6rPLi1WrFyxctxZh/PmzUNXVxdsNhuKioqwbt06xMbGYuPGjSgrL8OaNWvw2uuvYfOmzYiOjkbAH8D58+dRU1ODf/qnf2Ly37x5EwODA1i8eDFbDuTxevDkE0+yN/8rKipQWlaKn730M0RGRmL+/Pl46623Qvxn2dJlKCkuwcaNG3Huy3NYtnQZNm/ajJGREezatQujo6PIys5S7TY5E4cPHQ5ZmDw8PIzvbf6eumDe4UR7ezs2bdqEnJwcXL12FS88/wKio6PR3NyMCxcuAIrqs9evX8ecOXOQn58Pi8WC3bt3o76+HiMjI3jhhRfQ3NyMhoYGLFm8BI0NjdiwYQPa2ttQU1ODzMxMtLW1Ydu2bWweHTlyBM8//zwSExMRDAbx9ttvY+7cuZg+fXrIQSeJiYmYM2cOlixegslTJiM+Ph7f3/Z9OJ1OdHR2oLKyEjdu3MDzP3oeFot6MExTUxNmzpwprJCo2CCa3/rvsgfsfMzRj6P6tH5yx1HZvaX+s1ZSx8TEwG63s7PkeDitBQIBDPQPmHroqW+PP/Y47jffx85dO9HQ0ACv14vaulrU1tVi1SOr2JFK8+fPR29PLxISEhj9hMRvDvV0u92Iiopit5yRkZFsq4/0jHTGd2pKKpqamrB79240NzezI8b0TcOflqouiL1//z7GxsZQW1eL5pZmlikB9RkZFKC2rhYNjQ1YtWoVrFYrW0z7k5/8BF+c+wJ79u4J2QFBa8FgEF6vlwUnu92OmOgY9oxH1OLj4pkdw8PD1ROrE765Fh8fH/JDgMPhYLdE2lvrXo+XPX/T+nNycjBnzhzs2rWLbdin8fnJJ5/g5s2bbP8tvvl8PvT09KCjswO1dbWARU18sXGxwmcYWosIj2C8REREYMw3hjHvGPsxR88/1WxWGzsXMDxcPfG6pbVF3am1rhbN95vZ5NcmjcPhQHSMqveoqChERqkB2uVyIeAPqFXnp59iyP3NobCA+k6etoAdAKZPn47m5mYkTUpiy6Z4OTdv2owzZ8+gobEBObk5zE8tFgsGBgeYX9tsNiSnJKN/oD9ER1SlEhMdw26R42Lj1G1qhtyoq69DbV0tsrKy2MJr0byn7rioOCGCpfp42+q/83d5+rF2fRSkIhtfDuoRUv2yn8G/uv4VkpOTQ37F45vdbmcPttva29jx3n/1zF/hwoUL6jKc+AT24BYAikuKMXPmTPZLSVl5Gfulprq6Gnkz1IXFMTEx6O3thdfrRVhYGHp7exEeHq6eC9jaxnhva2uD2+3GyvyVWLRwEXtoq5f/G+HUP1OypiAmJgar8lex/oKCAgDqYZ337t0L4fnL818yvSQnJ+PFn76Iffv24f79+5j69S9oWr/VaoXT6UR3dzcmTZoEr9eLgcEBREVFSX/Z5XmNjo5GZ0cnG9Pc0kzuNvnNYHUt3sDAAJKSkuB2u9Ha1gqr1YqVK1di/vz52LlzJ2bNmgWLxYL+/n60trbiV7/6FTo6OlBcUjwOpcPhQHJyMhbMX8CW+ASDQXx64tOJvc5gUfmzO+xwu9VnZIODg2jvaGdyM5+GeAPJjIwMxMfFY+XKlSE0qewfyoj659LlS/jrn/81oqKi8PGxj1n3pEmT2HpSRVFQUlKCbdu2oaysbLycX/OnLSG6cf0GnnrqqRC6cXFx7HxLv9+PluYWLF60OARG8wOrJfSXR/4OJz4hHuvWrmPJSlHG64ea13oavE6oOa+nLXseJqqmKLx2PQAVhGTPt/TfOzs78fbbb+Nf//VfGXKrxYo9e/fAbrNj1DOK1JRUPPnkk2hra4PToS7StVgtgAXsVYGVK1Zi7969mJKl/hRrs9lw7stzaGttQ09PD7Zv344bN25gx5s7EB8Xrz6XqriLX/7ilwDURdNpqWl46623EBERge6ubsyaNQsOhwNRUVFYs3oNduzYgdS0VLS3tePHP/4x7ty9g6b7Tdi/fz9GRkaQnJyM5cuX4+hHR1FVWYWWlhasWLECTqdznI60t8jXrF6jnmBdUQmHw4Hly5ezBaRz587FrVu38M477yA8PBwzZ82E3W5nDnPw0EEEAgF2SKymV6vVilHPKAqOFeDZZ5/F239+Wz1Atacbjz76KHsorijq6cBa5tYW7jqcDsarM8yJ1NRUJCUlYdeuXeyw0OysbDidTlit1nGLcB0OB5774XPY/R+7kZiQiDHfGJs4Z86egd/nD/l1KjIyEu5hN/bt2wef38eCrd1hZ3xZLBZ8f9v38f777yMlJQWBYADP/tWz2LxpM373+98hMyMTMbExWLJkCU5/fhoR4RGsQggLC/vm4evXa92eeeYZvP/++0hITIDH48GkxEkhE8LlcqG/rx8ff/wxkpKSQh5ih4WFYeOGjXjn3Xdw5+4dhIWFYeHChZg3d17IBLdarMwXHXYHu312Op1ISU7BgQMHEOYKw5jvm4oyPz8f773/HpqamuAP+JGcnIz09HT2UN1qU/UbGxuL9rZ2HD9+HI8//jjy8/Px1VdfIS4uLmT+Pf+j5/Ha668hOysbA4MDWLBwARISEtgGA/o5OXnyZBQUFOD7j32f6ZxVi9HRWJW/Cn/605+QnJKMqKgobN2yNeSHCq1RxYooVvBN9ohJhoOPPeN4UdRmKkvLYILBIHw+X8g7SoFAgP28brVaQ7aZ4ZnRbs0URWE7M4aHhzM4j8cDp9PJHE7bRtjpdKKmpgazZs0KEUy7tfqo4COsyl+FjIwMxr/P58PY2BjCw8ND3oPRbvs0pxobG0MgEGDftQmo5zsQCMBqtTIZtK199e+laX3aYl0+MGj8uFyukFs0RVEQCAQYr4FAAB6Ph63a542q2VF7vyeoBGGz2pgtNN617YA1HjW5tHEUPm1juGPHjuGll16C1+tlcur5CAQC8Hg9bFcH/RpGPX5tK1673c4mi2b3sLAw2Gw2tqWzzWYL4U/DpfedYDCI/v5+fHri03E7gQQCgRDf1HSvfw9Kbzf9L90imtp4i0U9j1JLToODgzh46CB++YtfQlHU3VVtNhujrfdzTe/aFsculwsFBQVYsmQJsrKyxgULbZtop9PJkpOGT980edhuFl/3699n03StzSlR1UPdWcmeTYnGyHCLxlM8GJ5LSCGlIqIRDr5io6LoRJpMcadPn0ZEZARGR9RtXv7mb/5GOHYitERRX/bZzHez9P7SjaLX3NyMoqIipKSk4Pbt21i/fj1mzJjxX8qTvtXW1qK6uhoJCQkoLCrEE48/Me7F4welZdZu2vWhoSEUFBRg5syZWL58eUi/1mSynP78NLweL5544gnTPE6ETyM8E2nfhsa3GqtwV0WBhe/TkPKNgtf3UcxQE1QUkIzuhwGwgykiIyMxefJk6T2zrGqkxojKZBFuo+p1ok1mHxHst6EFqBsu9g+oe2RFRERMiAblAyJ7T1QGbWxTUxPbBll/22ikI7M8yPjS4x4ZGcHw8DDb8dTMGH1rbGxEdna2FP5h+ZMZ/9Hg9M2oejKiMVG/5eHYLSHVZJlB5AAyPLLSTySQLJBRuM1GdSP+RZmMgjOSjaIpwiErh2VB3oytZKW4mcxNXTNbPRjJYQQjuy6aGBTfsmrZiD/RNaMKXHY3IMInkoGS16y/m612zNAxOw9l+jPyXQrnuGdYRpOGb98mS02kmcksoorsL92+TYb+r+SBwmFUzTwM3T6siuFhVxsPq4mqygfBA3x7m35bHH9J3BPFYRVlJVnFoij0OWX6cXoY0VjRGBEdqu/UqVMIBoMhrx5QmYSix9PQ88H3a59r62pRU1MjpcHjlMkravox5y+cx549e9DS0kLqSiaPpiP999raWnbuoJksrOHV9g3X20Nkb4q//v5+dvSWbKz+WllZGXb/x252SIe+j+dBZANKr3xfIBDA559/TsLxuCk8fr8fZ8+eDVkDqcGJ5hdvk9ra2nH8jo2NsTMjjf4HAgGcOXNmHA6evt6Ph4eH2fmUIp8W6YyHMZKRgtf4k8HoP49b/Kx95z9TCqDG6ss8/XcKTmOGoinCyfcVlxRjcHAQhw4fkvItyuh6GjI62ueO9g60t7eTOqFk5+WldEA1rX90dBQlxSX44Q9/iNTUVKl9RHSLS4rZ556eHnx5/kv2i63Itnzzer3Yu2ev1EeM/Gd4eBjVNdWG+tGPOXP2DJ7Z/gzy8vKkdPlx2vXOzs6Ql3FFOBRFwe3bt6U2kvlNIBBAWVkZKioqcPnK5XFjjPyurb2NnQKkh6moqFCXMQn0pf8eDAZxu/S2lGetdbR3oK29DSdPnURLS4vQH0V0KT/nacj0yOveCEb7bOWjmKw64L93d3fD7Xbj0qVL6OnpgdfrxfXr19npst3d3YwZj8eDgYEB+Hw+FBYWoqSkhL3yoCiKutPChQtoa2uDx+PB9RvXUV5eDkVR4PV60d/fjzt37sDj8aCnpwcXL11kx2VFR0fj8ccfh9frxeDgIOOxq7sLwWAQ3d3dqKquQlFRkfp2c0sLrl27xl5j0Ms0NjaGgYEBdq2zs5N97u/vx5hvDMFgEKWlpbh79y77qXtsbAzXr19HRUUFFEU9B3F4eBglJSVQFPUY98tXLsPtdkNRFHR0duDCxQvo6OhgGfrmzZuorKwM0XNhYSECwQDa2ttgsagvwl65eoWdtK0o6t7sFy9eRGVlJQKBACorK3H16tWQk5+1dqvwFpYsWcJe8tRsdf3GdXUt39c4h9xDuHz5Mpqbm9HT04OwsDBs374diqK+dlJUVITi4mKWnbt7utHV1YXLly8z/Xk8Hty4cWPcy5J6fff19cHtdjOYqqoqfPXVV/B4PGhoaEBPdw9aW1ths9nQ0NiAy5dVHWrvrdXU1KC3txf19fXjbNrX14e3//w2ioqL0NfXh0AgwA4U1SpMDVbf/H710NuioqKQ6qO5uRnnL5xHS0sLxsbGxvkxoL7RvnTJUjTea8Tdiru4W3EXNbVqRX7//n1cunSJ+WgwGER5eTlu3bqFYOCbVyb09p8+fTqWLl2KgYEBeDwe3Lx5E1VVVYznQCCA26W3cfnyZfbCtd/vZ6dFK4qCnp4edsp1WXkZkwsANqzfgNTUVPT09LC5rJ0krvn8xUsX0dHREXKaORUPzFRfoqpVNJYfZ9V3iKIkj1CLeHv37cX+/fuRkJCAN3a8gffeew8ulwtHjx5FTU0Ndu7aiWAwCEVRcOr0Kdy5ewdv7HiDvdPz+//7e/j9fhw8dBBFRUVITklGW1sbamtr2WnHBccK0NbWhn/+539GX18fKioqcOjQISRNSsInxz9BR0cHhoeHcfToUdTX1+P8+fOMzz3/sQdjY2P4n//wP9HS3IKOjg789re/xfUb12G32/GnP/2JHUmlyTg6OooDBw8AUG9hXn75ZXZa7759+xAMBPHZZ59hZGQEZWVlKCgogNfrxWuvv4awsDBUVlbik08+waXLl/DKq68AAE6eOomioiLERMfgrbfeYocLpKWmsQXHH3zwASwWC9zDbnYSMqDuKuDxeDA0OIQ9e/egrq4O0VHR+OMf/4j29nbcuHEDBw4eQEpKCvr6+tDZ2Yme3h6Eh4djx44d8Pl8TB8jIyOoq63DgvkL8Prrr+PUqVOw2Wx49dVXEeYMQ3NzMw4cPICmpiZ88P4HSEhIwNWrV/Hr//VreL1eHDp8CG63Gzt27IDf74d72I0/vPIH+Hw+/OH//gHnzp1DXFwc3nzzTfT29qK2thbh4eG4f/8+jnx4hPSpEydOYMebO+B0OnHkyBE0NjbCZrNh586d6O3rhcfrweDQID777DMUFxcjJkbVYXd3N37zm9+gtLQUd+7ewZWrVxAVFYW+vr6Q5DPsHsbg4CBGRkbw7//+72zrlX//47+zoK9vw8PDeGPHG/COeTEyOoJXXn0FHo8HR44cwfXr15Gamoq2tjbcu3cPVpsVXd1d2L9/Pxvf2NiICxcvYNg9jIGBATTUN+DAgQM4e/Ysrl69ivj4eOzcuRPdPd1477330NHRAUB9eZiauNrav0uXLuHVV1+F0+lEcXExPjv5GdxuN97Y8QbcQ252cC2g7l5x7NgxViwcPnIYbrcbO3ftRFdXFwKBAA4fUc+b/Pzzz9HR0YEPdn+AAwcOYNKkSdi/fz+qq6vVbaAOHEByUjJOnz6N3/3ud4xHPkbor2nBRQ9D3XVReHgd8NUXe+1XQ6IfoC/XKISeUQ9+/rOfIyoqCo+0qWuwFixYoG7FUlKMvBl5qKysRG5uLprvNyMyIhIrV65kB3K2t7fj+vXr6Ovrw49+9SOGX8uedpsdRz48giWLl2D2nNl45JFHsHPnTjz33HNISEjAzJkz8a+//le2tEH7x/OZMzUHGzZsUBdJFxayxaDaEd/6F1pjY2Nht9nR29uLS5cv4aWXXsLFixexcOFCREVFweVyYf2G9VixYgVWrFiB//P//R8kJSVh1sxZSEtPQ2pqKj744APMmj0Lq1atwoIFC/Dxxx/jl79S38TPyclBdXU1li1dhr6+PkyfNh23b9+G1+tFVFQUpk2bxl4stFgsmDlzJgYHB5GUlIQx7xi2bNkCi0V9wfHLL79EU1MT/vEf/zFkmUVEZAR6unswOjoach5j+Z1yzJo1iy31efLJJ1FdXY0ZeTOQlp6GlJQUvP/++/B4PHj66aeRmZmJ2bNno7S0lOEuKirCkiVLmA07OzpRUVkBm93Gju9qa29DTW0Nk9HhcODw4cN4ZNUjIX5ksVjgD/ixbes2ZGZmouBYAV566SUA6i4LTocTUyZPwZLFS/Cb3/yG6XBqzlRUVVUhNi4WTzzxBG7euglXmAu5ubnstQtFUZc8ZWVlYdnSZaiqUteaaktw3MNuFBcXh6z5BIDbt2+rcCvUfdl6untw/fp1dHR04OWXX2a4teojMiIS165eC6myLBYLZs+ejbGxMbz73rv4u7/9O+x4cwd+8YtfAADmzZuHgo8KEBunLgq3WCwhh+vyEx9QXzBet24d5s+fj6lTp+KD3R/AarFizeo1WLRoEQCE3Pry86CzsxMOuwMb1m9QHw309oTOZY8Hv/rlrxARoa4suHHjBobcQ/jBD36AhIQE5OXl4de//nVIsNHzKwtSvCz8GD087x/66xaLRa2wRJUVxYAeTr+DZ3h4OFsK4nK54Pf5sW3bNpz47ASampqQm5uLoaEhJMR/sxg5MzMTFRUVbOsPrUz+5PgnuHTpEvr7+1VHsIAdbqntDKrxph00CSDkME89v9qCVavVCpfLxd7s1d4W5uWemjMVTU1N6OzsxIaNG1BeXo7a2lr2Nr127p3FYoHdZkdLaws6uzpRVKjeJq1ZswY2qw2TEtWDZdva2lBUWISiwiKEh4cjISEB+/bvw507d+D3++H3+/GTn/wEt27dwvvvv8/eItcbcGhoCLFx3xw/lpSUxDa1097WVhQF5eXlKPioAM3NzWx5DKC+2Xzr1i12gnVUdBTCwsLQ1taG7u5uFBUWoaSkBI888giG3cMheo2I/Obdq/7+fnYsFqCuxevp7gmFD4+Ab8yH48eP4+Kli+x2TN/08mnrI9vb25meMjIykJKSwmBb21pZX0R4BHJyctii+/yV+UiclIg333oTDQ0NbIzerm3tbcjIzGD6mzRp0rjDXAGgp7eHnS6tKApS01JRVV3FeNHambNncPaLs+ju7ma7Xeiboig4fvw4Vj+yGomJiejs6GT8K1CQnpGO+LhvjsDT9MdPUn3TdpG12WyAAvQP9IccoxfKQOjntrY2pKenM/zRUaGLxF1hLraKxOFwIKgEmR9outT8gH92JQo0mhzU3Zmo8RUYP8bK3zMbIZXda/ItIiICTocT5y+cx+rVq5GWlsbuvxVFQWFRIdatW4eamhrm0MPDw7h37x6efPJJLFiwYNwD05iYGLapXn9/Pzo7vzmi3eVysRNttc3rKCXyvGvPkTS4uXPm4ty5c8hIz4DToZ6HWFhUGHLKr15fM6bPQFxcHLZu3YotW7Zg1apVIWvWMjIzsHHjRmzZsgVbt25FR0cHcqbmYNOmTWqwhoLo6Gi88MILiI2NReO9xnE6TUhIYM+bAPWY+qlTpyIQDIQcYX716lVs27YNq1evDtkVoOl+E1JSUsZt7zx9+nR1PdnWrdi6dSvWrl2LjMwM1NfXQ1HUZ3H6E6/T09NRUVnHNLe1AAAgAElEQVTB+CsuKWbnGurb6Ogo6uvr8dSTT2HRokUh6+yoFh4RjrTUNGzevBlbtmzBlv+2JWTnhcyMTKbDbdu2sZczNbtuWL8BP/zBD3H+wnny2UrejDzcvHGTfa+srGTHsenb5MzJITtQlJeV45FVj6C6upr5otfrRXlZOZ7Z/ox6mjSxWOTmzZtwuVzs0NW0tDRs2LBB1fOWrZg3bx7uN99nj0xqamsAqCcyj46OSie11tLT0tWDdRHq32FhYexZqd/vR3NLM6ZMmYLKqm+ej9bU1IxL8HyblDQJjY2qL3Z3d6O1tZV8JqU12a2eKBDx/RpevjLT/ofcEuqbiKi+JSV/80ZvRGQEewDtdDrZNh7r16/H+QvnER0djUWLFuHw4cM4fPgw/H4/cnNy2Q6Z77z7DlJTUhEdE43IiEgUHCuA1+NFVlYWnA4n4uJVfFu2bMGJz04gIz0D/QP9mDt3LqtmMjMz4fP5VPwBP7Kzs2GxWFgFZ7FYmKNrWdZiseCdd97Bv/zLv7DrycnJCAQDWLp0KSwWC1avXo3LVy7D6XSyLWk0XSQnJ2P+/Pm4W3EXBw4cgCvchdycXERHR8MVrq6ne/KJJ/Hee+8hPSMddpsds2bNwvFPj8PtdqOzqxM5OTn49MSnCAbU7XIzMzIZfqfTidi4WMTFxWHB/AX4jz3/gbjYOAy5h/DsXz2LnJwcvPf+e5iaPRWAest5/PhxxMbGwhXmgtVqRXJSMr489yWeffZZhnfSJHV32Dlz5qCsrAz79u9TVwZkTsamRzfh6NGjbANCbZuUpElJmD9/PiqrKnHo8CEEA0FMzpyMzMxMJCcnMx+JiIxAmCsM0THRzI5Ts6fC4XCEnEBtsViQEJ8Au8MOV5gLq1evZouiXS4XVq1ahUlJapX65JOhOlyzZg2SJqm2LC0tRV19HQYHB7F82fIQZ58+YzpOnDiBjRs3wuFw4ODBg+odgSuc7TKh8Z2cnIzZs2fjzp07OHToEIJKEMnJyZg1axZ6enrw5z//Genp6YiIiEBqaiqOHj2KYDCItLQ0WK1WTEqahDBXGGxWGz7/XN0c8dixYwgPD8dTTz2Fd999F5mZmbBardiwYQOSk5Jx4OABhLvUNbOucBcOHTqEJ598ki1sj4iIgM/nQyAQYGtrrVYrJk2ahJUrV+LAwQPYt38fIsIjkDczD0lJSYiJiUFmZib27t0Lh8OBpElJSExMRG5OLvbv3w+Xy6XuSBoVhbj4OBXm640CNZ+Lj4vH8uXLcezjYyguLlbnRVLyuPjABxc+COmDjii+UHGGx8+eZSlfYxI9AKOIaH+1hbgA2K8Q2has2sLkgwcPYs2aNawcDQQC6O3thd1uD1mRPjg4CI/Hg9jYWFitVnYarqZADR+gZm/9qbVOpxPeMS/CnGHw+/3o7e1FTEwMe1bj9XrZKbna1jKAmim7urpw4+YNbH96e4hsXq8XDoeDLbrVForq5QTAdKAoCnp71S149Ttw2u12KIq6pfTQ0BAiIyMRFRUFt9uN0dFRJCQkMH0NDQ0hLi6OXECu0dN+aU1ISGDPrTR9aCce9/b2spOjHQ4HvF4v2tra2KnTer611tPTw3i32+0IBoMYGRmB0+nEm2+9if/x3/8H0522lbRmQ0DdXC/cFQ4AIb+s9fb2Mhin08kWIfN61v/IMDIygpiYGISHh4fYi9ehZle/36/+0OAKH7d1UTAYRHdPN2JjYuFwONDb2wur1Yq4uLiQRc6aP7hcLtVH+3pht4X66NDQEEZGRxAXGwe73Y6enh5ER0ezbb41WXw+H1voDqi37NHR0RgdHcXg4CAiIiIQHR0NRVF/yYQFiI2JhdfrxZ49e/CLX/yC0dT8TfMnzeaaXjQdK4qChIQE+Hy+b2To7WWbHWo67untgcViQWxM7DdVi92OsbGxkMXwfr+fbS8+MjICu92Od999F3//938vfKat8Wj0LEuDo2KKDAbA+HMJzRCm/lLt6NGjiIyMZLteUnCyaCqDp65TclBNj0Mzht5YZmQT0dWP4cdTzydEhqMMKJNfJJ/oOv9Z37q6unDy1Em4XC709vRi/fr1yMvLk8pPPccwI7tZWWT+IZpAIhgZD5Q9ZHxNtMn0oCVuLcAbTWb+MyWvkQ0o3rTW0tqCs2fOIiIiAp1dnXj8scfZwnKR3vTtQWytl5vEox1VTxnIbCQVTdSBAXV3UZmiZIFGNsEoY8loiJRgZmKJZBaNF8lhZgI8KA0zfRQtrelpBYNBjHpGEfCrBzrwz72+rcwT0bkRDZ5/EX0jvRhNlokGDIoPMzLqeTAKQkZVjIhPqo/Cryjqaz6BQGDcYSMy/ik5zSQCU/FGH7BETEyk2jByThGTZoOVEc4HyXwPmi0nSgOQV2ETmWTfRgdm9flt6APyTP4gQd0s/QflXZa4H4Z+HtSnZbwZ4TVqE9HFw8L9ILjYOEU3ShRtRdlH36gsYAZHIBAIeYeIyv4i3rTr/MZzwnJSwLtIBqPrGv8abRl+me7MwBvpnuLZDD1RpSqDM0PfTL/Mpg9CZyJ8T0Rn30Y+qsIy619GviurtGTyiXzLaIyeFiXTRH2UktHILlbZQKOMpy8dRf1UqapdB9TnXCJa2nWtjxIkGAzi2LFj4wygp6GnT/3X86bnwUguRVHYL0X6n3wVRYHb7UZvX68QL09DxIcelpLByB5GMouciKIhkoEfx+MwGkclGJlsItvx/ZRcMlxm5KPGi/yLl09EQ3YrJWqUzPrG+w8fVESyUTgpHqkYIZqDZnRL8cLLCGD8qTl6hnhnllUuPLz+c3V19bjtZTUB6urrQr7zMHzjaSiKgvqGerJP9FfPK3+dmqAyPTQ0NKjn5J0+jWAwqJ4XZ1EP8CwvKx8XrPW0eLkpI1J6NcrmPF4zuhHZ0wiW0iH/meJND2PkSzI9UE5N8c03M/2yCc7joXDK5ouIhpHPU7qn/Ek/h3ndiXDo+2Rj9bwaFQrUfKX0ZuQTWvvm7UbIjUc5W11dHcLCwlBaVgpXmAv5+fkIBoMoLCqEe8iNBQsWQFEUvPbaa3h6+9OYM3uOeohlUSFGhkfYm+N1dXWoqq7ClMlTkJOTg57eHkyZrB5C0d7ejoiICHY0WF9fH4pLiuH1erF8+XLExsQiGAzi5s2b6OzsRFZWFubMmYN79+7B6/Wirr4OSZOS2AGvVVVVqG+oR2RkJFt+0dTUhMbGRuROy0UwEERtXS1iY2Ixe/Zs3Lp1C4FgAOvWrkMwGMStwlsYHBjE7NmzkZ2dDUB9M3jturUoLS3F7t27sX37dkybNo2981VaVorm+81ITU3FokWL0NbehtLSUkxKnITFixeH/LzOT3LKBpR9RJ+pSSBzWKNGZWLZWCqIyiosoybCIcMjCyCUno3GUklGFqyo70bB1Sh4iWQ1qtDM6NpM4DQjnyg4GfEj87GQxc98GScrqwH1GKszZ89g7py5cDqd2Lt3L4LBIDIzMjFnzhzs3buXBZvJkydDURQcOKguppw/fz4iIyPR39+P2rpazJk9B5cuX0JdXR0+OvoRe4/l8OHDbG2dJmB2Vrb6Etw+9WTd27dvY2xsDPPmzcPVa1dRWlqKD49+iNultzFv7jzcuXMHJSUlKC4uRmFhIebOmQsLLNi3bx9GR0fxv3/zv5Geno7KykocPnIYeTPyUF1djZ27dmJK1hSEhYXho48+AgCkpqRizpw5+PiTj9keXD6fD8c/OY6EhATExqmy3r9/H8XFxbhx4wbq6+oxf/58VFdX4+bNmygoKEDejDy23IO6NaAMTxnf6DaHb2Ycnr8doPig+KHoy4ITlU0pWjIezNCX3YKIEgE1ThTk9H0i/kV8UHbT8yXCZYRXRluGk6+2jGiJYDRcIt2I7GOkn5DtZWTRji8PFUXdZmT709sxZcoUrFq1CoGgeqqLK9yF8vJyVFRWIDo6GvHx8ciZmoOGxgZMnz4ds2fPRmZmJlJSUhAZGYnvbf4esrKysGLFCrS2tiI5JRmNjY3weDyw2WyIjIxkdLVKq6KiAjW1NeyN+VWrVmHy5MnYtnUbCgsL4XQ6sWHDBmRkZGDLli24VXgLV65cwWOPP4bMzEysXr0aXd1d8Pl8yMvLw+zZs+F0OPHIqkeQlZWF/FX5SE1NRW5OLpYtXYaW1ha4XC7ExMSgoqIC9fX1oWvRLEBSUhISEhKQnZ3N1lWePHUScXFxaGhsgMPhQHFJMXw+H7q6uthJPlRZTRlaZBvKhrJbACPcvKPxAVPGryybUnRlfMgcmcJrBoa6JpNXNk52TVZNyvDLAqjWL2v8raHRXZMs0Mn40WCooGSmX+QboopWa8KlOTyzFEN2uz3kMM+IiAhcvHQRXo8XmzdvRmlZaQj80NAQEhMSQ2hpb5NrnwOBANauWYuTp04iLS0NW7ZuCaF/8uRJBIIBrF27FlVVVQCAmNgYhlM7EdjhcLAjrpxOJ3xjPng8HkRGRDLZwpxhCCpBtphaezPeYlEXNevParNarCgrK8PNWzfx/W3fx/3m+9KsrTWrxYrMTHWpTXpaOmJjYxEZGYmzZ8/itddfw9/97d+xdYdGE04GQ0060bMA0TMJEYwInwYnCjr8ZyMf4/mU8WeEQ4RLNrFEePjJb0YPMjlE8phNUDL6VEKRycHjp/gSVUrU7b6s6ceI/ElPj6IbslsDP4BiRF9pjY2Noby8HAAwODiIvt4+tLe3Y926dYiPj0dnh7ow2Wa3wefzIWdqDoqLizE2NgZFUUK3w9DRyMzMhGfUg/q6ekzNnhrCW3l5OTZu2IiIiAi2uLmqsgqjo6NQFAV3K+4iNzd3nCxWmxo4SkpKAIBtiBbmDH0pUtaKiouwbu06JCYmoquza1y/xWKBElRCjixPSlYP78zJyUF2djbi4+PhcDjw2GOPwWF3sIWuvKPpeeevmYXTN1kpr8crK/FFtDRYEY9mPvN49E6thzUrh1ETVYoi3kW3aBQMJYf2WXQryf/V86H/a6awMAruMvq8PvTfjWxnxo9FvBkFWq3ZqYFG5ZvGvNPpRFVVFW7cuIFgMIjHHnsMQ0NDOHLkCOLi49hhkPkr8/Hnd/6M7U9vx9SpU/HWzrcQHh6OpUuWIjsrm9GIioxC4iR1G5ncabmwWCwhe0MBwLLly/Duu+8iNi4WeTPzYLVa8cgjj+DIkSPwer2Ijo7GU089BY/Hw9bx2e12ZKRnYMOGDThw4IC6i2cggOdfeB5hYWGYnKkeBRYfH89O0nWFu5CSnKJWV1YrJk+ZjHlz5+HYsWNITExEYmIiHA4HpmRNUfsnT4bL5UJGRgb27N2D+fPmIyEhAWvXrsXu3bsBqDsSbNywEZevXMawexipaamIjIwUGlLm4Hy25Ceb0WQ3kxEpOvxYigczty8i/mXBUeSHItq8vJRuqaqHklM0XiabiHezNuCrMhEdIzgZXj0/PJ96WKoqE+GZiK70MHqZhAFRO0iVMhzlDPprf/jDH/AP//AP4x6K80zwypAZyWJRF1Xv3bsXzz33HJvQsiajORE4IweSObXMQLKyXN8oOJEMRsFGNBFldCncIvkm2szyrafJf6bwUTwZ6ZaCE403E8z4a5TOZTqm+HrQuSPimR8v4tGM3xrNHZEfyfiX6Ux/bVyFJRKOgklLSxs3RhtHlYYy4bRxY2Nj+Oijj7By5cqQh+16vCK+zAQCM7zJmkxfIh6MvhvBUfKKKhRqvGhyi3BQeKiKTdREGV80IcxUD3p4mQw8nChBmK1MzFQ4ehkoGxn5hMi+In5kjap8ZXAimjLbyfAayWBmrEhnAELPJTRyMP11QN1GRNu900x1QDFGMToyMkJWVjIjm604ZDyayYRms6VMRgrGKPgaZSYz+GXZ36jakFUaMv54GiJeZPzzfBn5l4wvs5UGxbeML6MKxKjJxon83mzVJ+PRrE1ltqPGyPzSqMn4G/dagxY0+O88MwBYsNKuma0s9Dh5vBaLhVVWepwig/JjKXrUWH6S8nLwPIqqDjOOzPNpBKPvo2jIkgjFHxWUeJq8H4hsRemJp8vbTpb4RPrR4xZVA7wuRLqh6FI8iCaKKKCJdM77LcUb/9nIj8wmZJ4O7wM8DSMfp/zETPLX0+fx8395erI5YecNYKQ8rVVWVuLy5cshm91/175r37Xv2kRaZkYmtmzZws4l0Jqw2qS2lzFbbj5I6ftd+659175r+iarNsfBagHLqInuTXkYWakpuj0RjafG8QKaHSfrF9Gg6FG8U89hZPwawcieoYhus6h+6rtINpm9KNmlTvUAPJrRvxl7/CVpmLGFWT1OhEcKh2zcRMZMRDeUPqh+SmdUM7oNpmiM2w9L5JAPYjB+rKiJJjolCMUr9Z0SXMSHkXMaBVwzleZEgqRRwKBsQzWZQ8lghOW4ZIKZlU3UHsTOskkx0YAqwiELRNR1mf+bSZpGTeR/E/ETI/tSslH9RrAyfxA1IxohAUsIJDGqCPZh9JuFN5PBzOI1oilrZrKzkSwULqPJ9G2aLACYoWs2wMoyPcWT1vcgcgYCAdTU1GB0dBRerxdOpxMxMTHsbEyn0wmXyzWOXmVlJbKysthhrJRM/PWxsTH1vM2EBMOApx1CSzVKdyMjI6iqqmLXtWPmmpub0dLSAkVRT3hKSkpCbKx6qITf70dXVxfS09NJHvRBo7a2Fm63m+koIiIC2dnZaGxsRFRUFFvrarYpinp8mNvtZodaREZGIjMzE01NTeqpTJMnY2xsDN3d3QgEAkhPT2cbeOrxAPQ8Yrs16P/rm1FU1Pr0f2X4+OtGmUuERwbP9+llkPHLjzPil4eRfed5EOET8cKPofBR+GVyUFmPsod+rAav/y7SqxEeqsmyulkZAfWkGqvVig8//BAWi/rrU2trK958802UlJSM48Xr9eLatWvsKC2KTz3+2tpaBAIBDAwMoLCwUKpnrbW2tqKhoUE6N/StsbERN27cYLIoioLLly/jxo0biI1Vj37r7e3FyZMn2diqqioUFhaS/kjdvVitVhQUFLCj665fv47Ozk6cPXsWRUVFUp+l5NDWBR89epTx/dVXX4Xg7OjowPvvv4/jx4+zE3+M/EVrdh7AKKLKAhpVBvJjKKXplUkFGqNbEQqnnl/NYUVBTxRczNwiaLhFOtJPcIquUeVHBSdeZ7zcotsYXmc8TVkVxNMze3thZHsRD5RNREmI59VqtWL69OmwWCz44osvMH/+fNhsNni9XmzcuBEej2ccD1evXkV+fj6Gh4dx9+5ddHZ2wu/3Y9OmTXC5XDh79izcbjeWLFkCm82GV199FY899hjy8/ORkZGBwsJCVj21t7erB3mMjqKsrAxWqxXbtm3DmjVr8Mknn2Dq1Knj7En5FQBMmTKFVVbDw8MoLi7Gyy+/HOLT165dw9jYGJxOJ65cuYLnnntO6MN6vWlrbi9cuIB58+YhLCwMM2bMAKCeb3n+/HksXrw4ZJxoDml/p02bBr/fjwsXLmD+/PmMjsViwcqVK7Fjxw5s27YNiqKuuR0eHkZS0jcnbct8BPj6PSwK2Ig5qskytSjoGAUGnjaV8US889+18XpjiwIaPzkoufS4ZX16mpSMVDYUTUaKFzNlu0jPvAw8PBXoKNvxMspk52ka8SXyS9lkpHCGhYWF7L+vh7979y7y8vIwNDSEgoICLF++HBkZGTh16hSsViuWLFmCNWvW4NNPP0VycjKmTJmCxYsXIxAI4Pr16+jp6cHt27cBAF988QUGBgZw+fJlrF27FmlpaTh58iQiIiIwMjISQp+Xl9fVrVu3cPToUZw8eRJNTU3IysqC1WoNgUlOTkZnZyc8Hg98Pl/I2Yx6f6KSJq8jjX5vby9SUlKEiYnilafBJ6GGBnV7qczMTGzduhWLFy9mt65GhYBmq5AdRykhzDRZtqWciv/OT14zFQv/XVQZ8QGSapQxKLnMZHijRvFDBTIKzki/oiBI8Svqo6oq3jYiuScSQKnxFI+iapK3t8xnzPCqP8179uzZSEpKQnR0NK5fvw4AuHz5MkZGRlBTU4OwsDBERUUhMTGRbeK4YcMG7Nq1C9nZ2QDUrZTu3buH06dPA1APPtUO5aX4o2QDgLlz52LTpk2wWq1obm5GIBAYB79u3Tp8+eWXmDJlCpYvX07KZ0bXGozb7cbNmzfxox/9SFqliRI8Dwuoh/2ePn0af/u3fwubzcYqN0oXMluauiUUBR0jQhQe0eTnrxllX4oWNbFlQceoUQYWBS1ZttfjkwU9mRxmeKfsIrItz7fM7jI++CpLFriNeBDRkSU92UQxSnR6mg6Hg213pAVA7bnR8ePHkZeXh+nTp6OlpYXk1+FwqNt/FxZi7ty5UBQFK1aswObNmxlOn883bvcRSm79NW3TSADIyspCQUEBO2lKg0lLS0N3dzd6enrY7aJIJ/xfXicjIyP48MMP8dRTTyE8PJzxIrI5zy8l1+joKPbu3YsXX3yR7f3Gy03NL4qWVeYsosxv5GjUeOq6Hp8Rff46X0br+/T/+bGiJpPBaFKL6PB9ZpOB6L8Rr3w5LaNtxj4UT0ZBVCQ7Bctfk9lOlEwpGD0P+l8DLRYL7HY723ZIf33lypW4du0arFZryMGxLpcLcXFxuH37Ns6fP4+Ojg4oioKoqCgUFhbC7/cjLCwMFosFjz76KI4fP4758+dj9uzZaGhowPnz53Ht2jUWUKhfEyk/s1jUrZVqa2tx7tw5nDt3Dn6/H48++ijeeOMNXLlyBVeuXEF1dTUsFgvS09ORmBi6OabZqt/lcsFisSAQCOCVV15BZGQkbt++jfLy8gnZUX9d07uGMz4+Hrdu3UJZWdk4PDKex9FWOAiZY5iJtBQ8FeBEEfVh8mLGySdC82E1s5MPeLBbdBkO/rZxIvY0Gj8RGg/Kx0TGK4qCoaEhREdHs37trAAtyGgtEAjg/fffx49//GP4/X5ERkay26Po6Gh24EpsbCyio6MxOjqKpqYmZGdnw+fzISoqij1Ejo6OBqBuDlBfr57olJubiwMHDuCJJ54IecYkaz6fjz3AB9RKyul0YmRkBA0N6pbb2dnZcDqdTC59gDZqmp6GhoYQFRUFQH1lQqMXHh6O5ORkcgyldz3M0NAQYmJiEAgE0N7ezqpXI5xGNELedJ/IpBc5DiAv8c3c5ohKRaPbwW/Lj5EeeH4oWArO6C8vgxm8Ihko+UR4zOiP0p0oCcn4EdnRCI+RDozsQcks0ldPTw+io6MRFhZmmGxl/IhotLW1IT093ZQuzfiB0XdZhSWaK3pcepoTSVKicZSMZvQcMl5Rm9TRqCZTjIhJmSAiOCM+ZPAyuSg4ikczDmCkeBE8hVfmSBNtsiBAOaHMiSbKh1GFJOszG2DM0hAlCH0/T89MghHRNMInGs/LZia5i2gbjTHC87CaWZxGMmj9Vn2nxSLeCpVHziPkP+thFGX8y5nad42m/poeTs+THi8PS/FC8crLSfEsUxiP38xEkNHkP/N6k/GtH0vZTq9j7btIP/o+kYOJ/MOIPkWD8ileJzz/Il8Q4ZEFWYonWT/vG5Tv8T4tsyWPj9Kr0Vyk5phIhzwcJY8Ip+w6j1MWeCnd8fLrx1F2GfcrIU+EV44GW19fj7LyMnzXvmv/zzXl60BjfbjVwn9mE03kh0oj+PB1NNEqLSkpCfkr89kvsnywH1cp88+w9I28h/z62tjYGLxe74NJ9V37rn3XvmsAbDYbwsPDTd2qAwjdD8soMhrdXsjgvw2MCM7Ms4H/jDZRvfxXtG/D18Ow47fVy8P0pYfRJkrrP6Niepjt/1U/Hvemu1nH0P+lKjTqPl4Ex+M1guOviXDIaFMPZUVyGvEkClayZ0Zmr5vhib9O9YvkF1XVRrrX06Xkl+GdiO4pHRvJxF/jn0Px10V8yXDy1/jrfKOeyU2EDtUeli+J7CGy54MUGLJnW6JChBpr5RFQD8n4pgUj6pZQ6/N4PCguLkZHRwcAdamC2+0OuU+lFGUkiOhBIN+MeNfj4R8S87CUs1PP+XgcoiBLPZA1evDLOzvP89jYmFAXPD6eLmUPPb/8WD1fIn70+ER21Pp43DK76vFStMwkUf13mT+ZCUAUXj1vvO1kwYHnMxAIoLOzE4ODg1J8vAxmApUssYtwm8Gn5000l/TXqCaaWxaL5ZuAxSOQZWyt78MPPyQnEwB8+umnGBkZwe3bt1FWVoaSkhLcvXsXPp+PveRGTSCNzsjICAKBAILBIPbt2zdOcFH1Yjb6U59FQYPiU8S7iJ4ouPF0zWQyPlv7fD4UFBQIx8kmoog3HofIefkkYkb/ejjeuflAR01UHpbyQSpA6HUh4lnkGzzP1DVRYpHZg+dZ/7+1tRVXrlzBrl270N3dPY5XijdqssuCjsj2fFCUzQ2ZzflkQOlUFvD44GmVETNSdGdnJxRFwcDAADo6OlBaWgqv1wu3243y8nLExMRg6dKlyMzMBKC+TXzu3DmcOHECXV1dGBwcRHt7O7q7u9HZ2Yni4mIMDAxgdHQUu3fvRlFREUZGRpCfnw9FUTcnu3v3Lqqrq9nbuH19fWhoaEBFRQWCwaDh5JMZgVKqqMqidCJzGh6/rFKgJo2IB21sV1cX/H4/+vv7UVdXx+xTWFjIFugODw9jYGAAJSUl6O3tNXRy6rtswoj6+AlDVTmULihbTcQeANDS0oL79++TtKkxPF2RDCJcItn5oKyXhdIJAEyePBlPP/00Zs+ejfv37wsTNcUfj48ao13r6+tDZWXlOF3ocYtkFvHf1dWF2tracf1fffUVmfxEePjvbAM/iglqAvMKCwaD2LVrF27evImBgQHs27cPXq8Xw8PDbPLU1dUx2N7eXnR1dWF0dBSHDx/GZ599Br/fzwyyf/9+DA0NoaOjA729vfB6vTh79ix8Ph8OHDiA3t5e1NfX48iRIwgGg/jtb3+LxsZGNDY24vjx49x7ZPMAACAASURBVKQclAFkFREvuygIiqoErV82VlQViMaa4bm9vR2/+93v0Nvbi9LSUnz++eew2Wx4++230dXVhQsXLmDfvn0IBoPYu3cv+vr6Qvjn6Yj4EgUTXm96HNTk5zOrvvFZVmQPUbWjje3s7ERbW5upYCMKnrL5YTR39MGVqhh5OXhYr9eL2tpazJgxY1zCk/mDKLFRc3lwcBCNjY3j8FN4ePwiG/b396OpqWlcv7YFD88D73eUbhVFgV0kvJnSU2uBQADbtm2D1WrF3bt3YbPZkJWVhaVLl6K4uJjBORwO5ObmYmxsDFlZWeju7sbLL7+MyMhIREZG4saNG2hubobH40F2djaWLFmC+Ph4jI6OorW1FWFhYVi9ejUURcFbb72FgYEBxMbGYv369fB6vdi1a9c4g1NKl1WO+n5RoDZSLlWNUBNZlBDMNMo+gUAAubm5WLZsGXbu3Ikf/ehHiImJQXp6OgoKCpCWlob8/HwsWrQIra2taGtrQ3x8fIh8ZmTkk5aRU1PBnIKj9CLyTaOs39rairKyMtTV1bHKc8aMGcjOzh4nA28HfZ9s4spsL5NTZHtK9jNnzmDjxo3srE6KV4oGLwfPNwB0d3ejsLAQHR0drGDIzs5GXl6ekE+judTd3Y2ioiK0trayTRCzs7PhdrvR3d2Nu3fv4vTp03A4HFi2bBlbwyibr/rvdt4wlLD8rQPvMC6Xi20q5nQ62Z49Ri0yMhJOpxODg4PYvXs3nn32WXR2drLbPX3zeDwhCztdLhcCgQA7IVq/LzRVCYgmmVGVpIenJjUPy2cMES/6JirxZbccon4tAGl7alssFsTGxmJ0dBQ2m42tzNdvp0LxIKtARDzI+JXxT1UlFG0j/vQ44+LiMG/ePFgs6jO+efPmISYmxhRu/XXe5rKxRj7H+4WMf+271WpFVlbWA+uZp61v0dHRmDdvHuLj42G32zFv3jwWQCh+tGsiPiwWC8MZFRWFyMhI9tnn8yEtLQ0lJSWYN28erFbruH31RbFI/90uy15GmVOEVNacTid6e3tDftXq7e1FdHQ0IiMjUVdXh5UrV8LhcGBwcJCtbE9NTcWJEyfQ29sLj8fDVoPLeJNFahH/EwkeRsGHCvj6cSKdmXFoI32np6ejsLAQCxcuxLFjx7BhwwY0NzcL6fE4RbcFfGA2i89oLE+Pqn4mopOIiAhERESgo6MDY2NjbGdL2XiRHBScrMqk+HkQm1ss6pbD2mJsHifF60T6w8LCkJ6ejrGxMfT29iItLU1oA1lho7+u4RweHobH4xmHMzY2NsQWosJBpBfbv/3bv/2bPoPo/+r/U8xGREQgLS0NERERSElJYQynpKQgKioKqampcDqdiI+PR3x8PBISEpCZmYmqqirYbDZkZmYiNTUVMTExaGtrQ01NDRYvXozMzExkZ2fjypUryMjIQEJCArKzs5Geno7z58+jra0N27dvR2RkJMLDw5GamgqLxcL44DMiL4f+uqjxRpJNQt4ZZVlIj1uWiWVjKPqaLaKjoxEfH48ZM2bg7t27KC8vx/Tp07Fo0SI4HA4kJiYiPDwcTqcTCQkJiIiIGKcb/taF6qf0K9IZLxNVbYomtN52skpVZEu73Y6YmBhWOUxE5xTf/GdRMDfCpTXRLaH2+caNG8jMzBy3HQ41XkZLVCUqigKbzYaoqCjExcWN40UkP+8XvF1sNhuio6PZaT4arMvlQnJycsg1o6otxK8UtZFERYzrGdZ/lkVLHh//WdZnBh+lTBEdkTImIpOIvoy2yKGNcFCw/DgZP2b0yfNlpE8zfPIw30a3D6ILEawRjgfh34zPyWzybfmR6ZFqMl/UmhEtI/lF+CeiY54m+eIoz7woWBkJyxPTjxVlK6M+ih7Fi/47hZeXWw9r5GiyfooGRZOSgbrG/+d55RvVz9OgYCg7yeTUj9PrVsSnbDLxtChdUHoROTjPD9/P4xXpi/IpmY0pXYj0xvMi8m2KP70OzQRICh8vCyWzaP5TfIv4FfmvKODx8o2TIxgMKiKBZcwaZeeJZDmqTxTZzfJqFHSM+DIKQnxWMMpmMscSySCSRcSnEX2jzEzhMYtfg5moT5htMj+UjZkoTSN5ZboyokkFjQehIaJjFj8Pb+T7lJ9Q/Q8ig77fDP5xawm1gaKIZxR1RXiojG1GCFEUpoSlsgNVFU3EIEZwsqzB09Xj4mnox5p1NB6HCE7Gg5kKRCYfDyOqlPjxRjTMJkozAZWiTY2ldMF/1sPy/Ivsr/d/I5p6OGre8XyI5JD1m9EN7yPUfJQlQBGc0VwxCoBkwDITWESTlydsVDlReCln4GnpYSnBzDSzhpoIXZETm8lm1DUzQYKSS9RkgVc01mzwFcHLYCjeZHJOVDZRQNZf4yekKCFRPMiCG+/HMluKJjNFj4ehaFE0ZM3Ibyn+qKDF88jj1wdlGY+iwGXVC0oJLRpMwepheIWLjKqHn0ig0n+mJhJlcLMTRxY8eN6pv3yWpPBS32VBUJTl9P0iPfHjKdrUOL0ejaoQin/tGuWgPA0Zf3r59Prlx/N6o4IQf40az8vO61cUuEVBx6ja4enwjfcpXib9NRF93n9FfIiCDyWjSDb+swiO9w09HarIARD6DIsiQGV72TUzbSLw1GQQGU6E20wGMMub0VitT4RnovgpB5TJ+231NRG+efsb6d4oq8roG+GaiB74SUHpVuTnRvzztGX6NML1IL5idh6L6DxMez0Ij0b+G1JhyZigoiJ/TRtLZRYqK4myPJVRRDhEfOrxiLIdj1cEKxpDZQZZZjFzncrUesenspIeHz+eckAZD1Qlol0X0aWCAIWf148su5rJvHocRn6gv0YFK2o8NU7k67y8lE4om8jwiOxGyWkUsEV2pOws0oPRXzPNKNZQVVwIf1qFRTGo/24mKhoxKstUlHPzfIhoy7K8zPiiDGoGXgYjChIyeF52Si8TwSm6xvOvl93n88HhcJB9FG4N3qxeKPo8HN9E/sh/N+MvovHfli+RDc341cPQlWhuGfmETDYN9i/hxyJ6ejjRNVZh8UzyUY8iwmd+6r9eGD5TUfh4emZhKQFFWUPPE4+Dkl10jdKPKGPIrlE6k42nZLJYLKiqqsKdO3fGZWwz+vN6vfj4449JXQWDQRQWFo6T4dChQ4Z6oXjX+viqkBrP+5dIfxR9AOR4vp/ng+Jf5NciWMrfv42u+O8iH5Tpib/mdrvx0Ucf4YMPPkBfXx8ZB4xoUvS0z3xFKeKN91WZv1qpqCgqUUXRXevjS02qBObh+GuUw/H/qWYmc8hkpeSl5BCV0yKHo3g30pWILkVT+xwMBnHq1ClcunRpnIxGfABqUOrq6iLHAupiah5HZ2enVFbKJvpKgHdqs/4lsxl/bWRkhO0Hph/T1dUlrCCMdCXj18iWovEymfr7++HxeEJ0pigK2tvbhbyL5NBfDwsLw+bNm7FgwQKcPXs2BJcoDpjViShmyHQo833tv3BPd/6vJgSPnMoIeoH1n/mISuHWCyDKlhQcH6mpCSHijcLP4xApnv9LZQyeF0omngaf6Sicen4HBwcRFRUFu92Ojo4OpKam4tSpU+jq6oLb7ca0adPQ1taGoaEhbNq0CW1tbZgzZw6SkpJQXFzMbgUVRcGFCxdQX18Pr9eLTZs2ITc3F11dXQgGg/j888/ZVj9DQ0OGeuV1KrKFTD8UHOUHFA+1tbXw+XxYsmRJSN+ZM2ewffv2cUe7i2wg40kUhHn7yfjnA7PepwsLC5GTk4OpU6eG4D5x4gR+/vOfh/iOyF+p5nA44HA40NnZiaysLJI/vQyUjUTz3Mz8o2TmG68nK8WEUXQUOaVeKF5IWTnMM833U8GFh+PHmgmuIuNSZS1Fly9xRbzxuuPHy7IQFeD1OLRWXFyMJUuWYOHChSgpKYGiqJulrV27Fn/913+N48eP45lnnsGzzz6L8+fPIz4+HtevXwcAXLx4EVlZWQCAhoYGtLa24qc//SlefPFFfPTRR/D5fKirq0NjYyMGBwfx0ksvYePGjaRj6z9TTsnLaYSDSnI8Pt4P9P3BYBCBQGCc7fVb64iaKInIeBXh0Y8XVS96WfT9gUCAlNfn85H8UfOL51eDaW9vR0tLC5YsWSKUU68L3ueNdCCaczIasmbnHYFqooxgVuGi7GOk1In0TaSfkpkKxrKML8MtkpOip6clCk4yGbTPFy9exJQpU+D3+9HS0oLNmzcjISEBcXFxbEPFiIgI2Gw2tj/UF198gc7OTsTHx7P9xDo7OzFlyhS2X5G2lxGgBrO8vDxYLBa2M4SZTG7GLqLJbnY83+rr63Hp0iXcu3cPgUAAFRUVWLhwIdtY7sqVK/B6vYiMjMQzzzyDsLAwEjdlkwfl0wiG7ysvL0dhYSHKy8tx+/ZtJCUlYfny5aiqqsLAwACuXbsGl8uFyMhIPPXUU7Db7eN4lskCAIWFhdiwYUPIfnL6ftE8F+Gtra3F1atXWV96ejo2btwoDfZGPOpbyMnPPEJRlSKqWHjCsu8Uk2aqKp43ES9mAyNV+sp4E32m8MocXMS/bJxIjv7+fmRlZeGnP/0pLBYLPvzwQzQ2No4bqx9vtVqRm5uLDz74AC+++CK7HhcXxyo0v9+PkZERNhGSkpLQ2NiIBQsWoLu7G8PDw1K7Unwb6c9I3zI96Mfn5uYiJycHJSUlGBsbw4oVK6AoChYuXMjgfvCDHyA8PFyYPMxeM6quRDKKcGtt3rx5mDt3Ls6cOYNp06YhJycHADB79mwoigKPx8NsTumB54Gis3LlSrabqVEzKlosFnX/rmnTpo3jg9KfiF9+jB6GPcOiykURQtl1ET6jayKF8lFWX8Hxk1BW/YiyDj/OCAfPC99H3Zro+ebxUXqgHFrEs8Viwe3bt7Fp0ybWt3DhQnR0dCApKYllzpSUFCiKuoOlth/R2rVrUVhYiMTERPh8PiQnJ2PatGkoKyvDBx98gLGxMWzbtg1OpxOpqamYNWsWSktLsWfPHthsNmRnZwsTjV5HlPNSuhUFbZGuqMbrPSIiAg6HY5wPTJo0CVarldQx5YPUhOLpyZIMJaOIHo87JiYmZBM/rSUnJ4/jkdI3pU/t+qVLlzBnzhxMnz5dypNIRyIalK1k84yKA6SulK8hRU7FZxKKOdF4UZSnmiiqUkqjlEdlEdmkl/FC6YEaI6MjmwQyGDPVBS+rTHYZX6dPn8bkyZMxe/bscfL7/X7YbDZYrdZxOvf7/bDb7VJ9m+WB17lMTr1OZP4psg2lUzO88NeM/NhID0a0RTLwPIj6JjI+GAyOCzrU2InwbTSeomU0r7Wx7NQcPjprjUcgygYUw4oifxNY9FmUrfSwoshO0aLoUH2U4WTwMl1Rfbw+eJ746kA/Tg8rClYUXZGD3717FwAwc+bMcfIDCHkhVD/OYrGE/KIo0pVsIokytShYU+PN+CHv13odyYIc74/UZKUqADNy6q/zeESwIruL8OthRT7K+5RsLBX4eLrU/JP5sSzmUPGAjVW+/iQTnmqiTEUZRoaXypgierwQRhHZDA+irC/DwcOIJpqRDFQ/5ayUbmTXKHl4vvnMKuOVwierHoxkouCN7Ejh4sea4VHE60RwiOwu41+UYMzohufTzHgRnzI6Zmypl88sfRn/elgzdmIBS4RQNoH0/bLJYiSULFMbVU5U0KSaUQAyyyPfLwqaMh7MONZEceqbzHFEeGR0ZIlAVA1QMvA8mtGd0TWZbozgv02SomCMfHWiMBO1FT/OqBAwOw9kCUQ01kz/g8CEvOnOl4t84zPyRIIVdU0PyytWlGG0MpLHzZeZVFmph9XjkvXz1/h+Pd8UDxQNIzl5HGbGKQp9i2Ckf15XE6WhXePtSOlR38/bh58UlA0p24t45m1E4ZLJ+qA21OtDJr8Zm4p4EMHo8cqSjBk/0fsgxRs/VjT+QeUX4WHPsEQM8k7KOxz1nReAJ04FGJ5xSjBKCAo3rwgzmU52XT8xRRNB38/TozIeJQNlMBFfvF74CanvM6pmRHJRWZWyEcWfLNjJKgeRQ8uu839lMlIBVoRfz7esUqH0QfXzNpLpX6QTs8WAiAfRd2ouUvKIkhMvF4Wb8itZYKX6yWdYPKCZICVSAiU8hVOElwoMFJ+i72bpm3UEswHRLC09jIhPSh8Ubplj8ON5nHoYkQxmncuoiWxK8SrSFz9OlCxkOpWNNzPhzOhOxstEYWVJy2i8yH9lc0401oy/GuGVySelreh6RQ7OK4iK4lQ25vtkMKJxPD3RZJuIgibCA0X3v7IZTRZRIDLCJ/ts5rsIn56nifBlhq4Z/H8Ju1ETl+p7UPoyO4jgHhSHqN/MNTN4tTaRmCHTacjiZ1nFYHayizLjRCMsKwEFgU6WXbQ+nr6IT54/ownB80o1M1WiUZVjJhiLDM6PM6MvowAv8gGZI/N8iioUkX5kvjRRn5Dpk29GuqB0SvmbrPrT06LG8ON5OSjeKf0aVUQ8HpGeeB7M4JXJJ6vEKDoAvnmGpf0VEeIH6mFlE4hyOr0C9P9F9PU4RQFTT0cGQ8nLK09/jcfJy2NEVyQDZSwKp2iiUkHJ7XZjYGCAnMy8ri0WC8rKyjAyMjLO+URyiPTH86kfMzAwgOLiYhQWFuLOnTvjZAGAr776apwsMp1QfPD61o8T+bdoQlK2pvgW+QKFh5JN5Kd6WWRBmMclwkf5imhOiXTB06XgZQlADyvSoZ5fimdA9yuhTDE8UVFmN2MAmVCy4EUFSB4PH4AouiK+RI3nQ0STx8XzS+EQBUmKP1kg0cZ/+OGHOH78OMkj9bekpATDw8Okg1Dj9fSMEoc25tq1a2hra4PD4YDdbieD7pUrV9hYmZ5E+pE1KpDw/FPVgWheUDYz8g8j3kRzga9IJoJfhFsvHx84KHy8jEbzUk+Hnwu8PNR/fiw/XnouoSzj6oXUMyvKflR0NRskeaelxhrhooyjXef7zNCgnIkKlDwcBc/riMdlxuk9Hg+Gh4cBAKOjo3C5XLh37x56e3tRV1eH/Px8ZGRkwOPx4Pz58/B6vWxju2AwiDNnzmB4eBiPPvoobDYb2tra0NjYiJUrV+L8+fMIDw/Hpk2b0NPTg8uXL8PpdGLDhg0IDw9HdXU16uvr4fP5sHnzZoSFhTG5fD4fpk+fjpkzZ7Lvly5dQl9fH9asWcPWw124cAGdnZ145JFHkJ6ejpqaGtTV1SE5ORkLFiyAzWZDd3c3AHURNqVDfoJaLBZUVlbC7/djzpw5Ifo9fvw445XSp0znon7e/iL7ypIJXxDICgRZ4JqIDK2trWhsbER+fj4pB09jIpUURc9MoKbkV5Svl+aIMjgVfCijiATT4+aDjdlMKQoeInpmrlGZ0QwdgI7++j6j7CcKjmaCExVwNRz37t3D1KlTMWfOHJSWlgIADh48iIGBAXzve9/De++9h0AggIMHD2Lq1KlYuXIlbt26BQDYu3cvpk+fjhUrVmDPnj3o6urCO++8gwULFuDYsWNYtGgRli5diqGhIezfvx+rV69Gbm4u3nvvPfj9fvzmN7/BggULkJOTg4MHD46T48aNGzh37hwqKysBqIuz161bhyNHjiAQCKCwsBBJSUl49NFHsW/fPgwMDGDHjh1IT09HQ0MDamtrAQAff/wxnE6nMJFQ10dHR1kg1/f39vZK8YiCIDUHeByiYMNXEaLxor9GviXDS8Fo/Hm9XgwODpJ8UHh5Xnh4Wf9E/ZzXtV0USUXlM1UpiQKdCJ8ejuoTVReyElc0+UW8Uzh43mUVEwVrFIgpXox0Z/bW5eOPP0ZCQgI8Hg88Hg+WL1+OhIQELF68GLGxsUhPT0dTUxMCgQDy8vIAAOvWrQOgPkPSdnVob2/H6OgoFi1ahJSUFOTl5eHo0aP4wQ9+gJ6eHsyYMQOTJk1CYmIiLly4gIGBASxYsACpqamIjY3F+fPnUV1djYsXLyIpKQnBYBCTJ09GTk4OoqKiYLPZUFVVhYaGBty7dw9erxfz58/H7NmzYbFYsHr1apSVlSE9PR1z587FtGnT8Oc//xlTpkxBMBhETEzMON1Q9q+rq3so+2GZSdAim4j8R+THPI2SkhJUV1ez6zNmzMDChQuFVZzRHQ8P19LSgjNnzqC7uxttbW1ob2/HnDlzsGzZMhKHXgYet/a9vr4eN2/eZPCpqalYs2aNcP7z40VzX2t2XrEUEhEBvl8UOIwMJcpklHCiACUay3+mlC8zAKUfKnvocYkCoGiMURKQVWpahoyKimL7Wu3evRs9PT0heLVdF/x+P8P3/7f35sFRXVf++Oe19h3tGxICCSTAgAEbe2I7NmAc7KTsJLbj2JTjzGSSuFyZ5I9M1fyZ1KSmpmYqs1RSCZOasSuTxNkcO2AcxwaDF4KNWQKITYBAYtGC9qW1tXr5/qG8N7ePzjn3tpzfX7/cKqrfe/fccz5nueecbtS3p6amAABLly7Fjh07An6dnZ3IzMwEANxxxx1oaWnBv//7v+ORRx7BzMxMgCEWiyEtLW0e5ubm5iAp7tmzB9XV1aivr4fnefjwww8xOjqKp556CsPDw0gkEojFYgHPSCSCvLw8pKWlIS0tLTir6eDBg7jrrrvm+Y17ZwAAy5YtQ2NjI06cODHvPCx/3ec+9zlkZ2eLBY7aX5Jl6s7tEa2r5uLAf12zZk3SSRqmraUCS2Voxbm2thbPPPMMOjs7ceHCBXziE58QGxUpR9BnS5YsQW1tbbAuFAqpdpNsIckPcZlZqyI+Iy1j+vNSYjPXa52aJMvWnfhruH8cPiqDkyklDU4+3Ui+TTkekiO5QXGZlfi2225Deno6MjIysGbNGly6dCk4ccHz5k5YWLRoEfLz83Hw4EGcPHkSFy5cgOd5WLp0Kfbv348LFy7g+vXrCIVCwQfkV65cQU9PD0pLS9HQ0IDOzk6cOHECb7/9NsrKylBYWIjMzMwAl3+Sg48vPT09CFpgLsmNj4/j+PHj6OnpAQDcvHkThw8fRmtrKy5cuIA1a9YkvfV76KGHsGfPnqALoz6Q/OgnanqaJoeT+oLGrlZAOExal8DtD26kpaUhMzMTWVlZyMrKCnxiyqSJW9tLknzfRlKytr1Doph9vD5magfX/GFiCGgSf7qTOiDKjCqjZUSXtZQP94zjwRnR1m5rnaH/jNJQbK66Sp2Thl3jwdH48319fSgtLQ0OpItEIpiYmEA0GkVJSUnwgXVxcTHi8ThOnz4Nz/NQW1sbzJ8+fRrhcBhLlixBeXk5JiYmUFJSgq6uLnR2dqKhoQE1NTUYHx/HuXPnkJeXh5UrVyItLQ29vb2orq4OfnnHPyzQ8zwMDw8jOzs76GRmZ2dx+vRpZGRkoKKiAmVlZRgcHMTg4CBGR0exevVqFBQUoKenB9XV1UgkEmhra8P169fxwAMPWO1P5/z/BTVP1UwkEhgYGEBpaalTR2GTIfnP5GPriD6KDG2ti70ikQimpqZQVFTExrwk32W/SXRaQ8PZJeCTmBuqspyBzOHSkWlGkMDbkgfFYKtaknG5hKVVSA2nNlyq6v9XGBYi26VTcLG76+D4XLlyBQcOHMBf//VfB52SlNDNZ1pRcEkgWpxIuF2Lkgt+bkgb3pZUNPxasrTpq42F0thyQZCwUumOTDotuaQKnvJNpUtzXeuSGDk+qeBzKQCpzHM0tk3CVTctCbnyN+fMtS4JwGYjzuZDQ0PIyckJOjROR6pvqjbk5rShbf5UkwqneyoNw0LinVun+d/VRi4JUsLn0sx4nqefh+XaVUkVQ1PYZghp40mKUkO4GoSTZw6bbGkNh8NWgSXsVJZWhVJJRtJaG3b6XEoiVKaEwZx3wc7h4PhwGLTE4KK/LR4lHK77heK04eDmOFoqV7vXdLLZzRZXLs2IJnfeLz/T4c8nEvrxvjaB0vDB2BQwlZQw03lqLGkzc8Z1DQybnhSrluykqu3PcZuFs580T/HRwOGuNdvT55yuFD+1k5aoJHtSLBwPWxIzB13P+YHaUIoJDYtLh6L5hOtauALANQTaWg4b1UmLAc4O3L2kLyfX/GeOEFXAJlAyEN1MUpaUHEDB0QDnFDLxmHRcBvf5SVXNJeNLPDns3HqqGxdYUtDReQ4nlZGKHhJeKVCljS3xkOZs/pCKmeY303Y0wXFYpATF8ae4pITOydSKQyoYOB7mkHTUfO1ScDg7cFhckja3znadSCSS/3CUczgFLg2u8tO1XLWlSki0XCKVnCdtdspP6qIoD656cti1YevcJH6uMrVk5oLRVgk1m9KRqm7UxpLNpaCXZGi2pnRaIbXpZZNF9eIKFZWhyXKRQflyemvytP3D8dKaFLqeW6dhN6/TOSG2TaNlW064FGjcWskYmiG0LM5VIbpe2hQaNlsnRK+1TkBytoRfw0NppKCR1nFzFCPH10UGfWar1KYsuo6btxUqbk5LjJQ/h0+KcWmjcjbk9ouNL8Vj24cuscwNly7LllhtNtR0pmtDXOWXmJpg6T2XOTkaW7fmophPp8lzTX4+JtekqmHn5Ju8zTkTv62S+c85bFKV4zami44uSU0Lcimh2LoIrWsw12kytSQrYTHnOPtINuf42+KaS750npuTBrexJXtpiZy7l3CZ+9gFm+lrDo9Lw2LShUyGrkPqWiiNzQFaReDoOOVtFcSkcQkwn3Z8fBzT09Oi0ycnJ4OzpLRNQguC5nRNDy7Z27oT/1l/fz+bQKkNTRxcIpSSpvnK8ZMKlZQMTftom0yLL1vC12RQW2mxRfU1daV+lpIVx0MrIpo9uKSrxQ7FrelpYpMKLjB3+gfHS4odyl+iSSQS//ehO+dQKdGYgKenp/GP//iPSUZx2UgcYJqQpE1AsdHNxL1KjpSC6OjRo+jo6MB7772Hq1evzqM/d+4czpw5k4R/z549GBoaSuLn8/ztb3+LcDjM6qYlAm5QfSORCP7hH/4B//u/RT5d1QAAIABJREFU/4tf/OIXGBkZSZr/1a9+NY8HtRdNAhSDtCG1Ickw5dB5yl/aFBxGW6GiG1tKtiZ2cz2HhfLnOhepw+Dsw63n9OXsx82b6zQbSoWV46kllYmJCTz//PP4j//4j+CL27ZY4WT5g+o578RRjpALBP/fsWPHEI/Hk75V7nlzHUokEpmnlOd56O/vx6uvvhrcR6PRpOMtqIITExOIxWJIJBIIh8OIx+PzePp44vE4xsbGkgIkHo9jdHQ0+JLt5OQkZmZmkmRMTk4CmPsZ9nA4jNnZWcRiMaxfvx41NTVJ63y6aDSaZJd77rkHhYWF8DwPsVgsONYEAO677z7k5ubOs6//OjMzg2g0Os95nKO5zV9XV4cvfvGLePLJJ1FcXBzgjUQiSV9Ynp6extTUVNIGGxsbQzweRzweT7IvAIyNjSXpyQWUbXPQzcglIq4Do7bi7ECvaaLp6+tDb2/vPPrz588H9uZ4cPpxnZSkv+Y36Z8pw+Rx9erV4CRZKalxxZ7y4WyXSCQwNjaGzs7Oefa+ePEipqenVT2ojXJzc/GlL30Jn/rUp3Dy5Ml59jIHt97kT23ped7842W4DkQKJM/zcPToUXz1q1/Fm2++iRUrVmB0dBS/+MUvUFJSgng8jq1bt2Lv3r3YsWMHrl69ilOnTmF6ehrvvvsu8vLysGzZMuzZswcVFRUIh8P40pe+FHwnrrOzEz/4wQ9w22234dKlS6iurkZubi56enqwY8cO7Nq1C1/5ylcwMTGBn/3sZ7jvvvuwd+9eVFZW4urVq3j22WcxODiIXbt2oa6uDsXFxVi2bBmOHDmCGzdu4IEHHkBOTg527tyJzZs3o7GxEXv37kVFRQXefvttPPfcc3jnnXewZs0azM7O4tSpU7hx4wa2b9/O2mzPnj345Cc/iZ///OfIyMhAYWEhhoaG8Nxzz+FXv/oV/uZv/gY/+MEP8Hd/93fwPA///d//jR07duCf//mfUVtbi2g0ikcffRTV1dV46aWXcOedd6Kurk7dyP5cLBYLknBGRgZ2796NkZERxONxnDx5EgDwxhtvoK+vD+FwGGvXrkV2djbefPNNNDc34/Tp02hsbERmZib6+vrw3HPP4Y9//CO6u7tx6tQp/P3f/33wfTxuk5uBZm4eqQPgYsk1MdlkmKOrqwuRSARVVVWBzYC5Dnrp0qXBl3Nd8Umdjzm4LlXjT3nS+wsXLqCpqSn4rh+l1bBQHUxd/NehoSG0tbWhoaEh6fnJkydRWloaHMgo+Z3T59SpU1i7dq2aQ7TES33rj3TtbZFN+fHxccTj8eALsJFIBO+88w7uu+++4HiRwcFBzM7OBt1PNBrFPffcg1gshq1bt+K73/0unn76aXiehz179qCrqwuLFy8GMPct8ubmZjzxxBM4dOgQRkZG8NBDD+HXv/41JiYmgsPZzp07h1WrVmHv3r3427/9W2RnZ+PkyZN49913cf78eXzzm98MdIzH4ygoKMDFixfx/vvvY9u2bWhqasKDDz6IH/zgB/jKV76C7OxsZGRkIJGYO44lHo+jsbERJSUlOHbsGM6cORNgNO3l6+l5Hh555BFUVlbiu9/9LuLxOCKRCBKJuRM3/XX+dSQSwbPPPouLFy/iD3/4Ax5++GEMDQ0FX/6V7G9uoFOnTuHll19Gfn4+1qxZg7GxMTzzzDPwPA8dHR0Ih8Noa2vDU089hXg8jp/97Ge49957sXbtWjz88MPIz89Hfn4+7r77bvzqV79CV1cX1q9fj4aGBkxOTuLEiRO4++675+nsEjfmJqDrzFe6xuQtdfoSbTgcxuDgIHp6ejA7O4urV6+iqKgI09PTmJmZweDgIK5du4acnBzU1tYG31OU3llwGLR3IVKCc91fADA6OoqRkRH09fUhJycHaWlpKC0tRV5eHkvvYjMT39TUFPr6+tDV1YW+vj5cvXoVBQUFiEajmJqawsDAAG7cuIFwOJxkI4mfP9rb2+F5HlpaWubhojbQGiaf1tQjqcOiGc3Wrr/xxhuora3F4cOHUVBQgBMnTmB8fDx4W2Rb73keRkZGcPr0aQDA8uXLUVJSkgTcP7AtLy8PU1NT8DwPWVlZiMVi2LJlCw4cOIDe3l48/fTT+OMf/xh856yioiL40QNzYxw4cACjo6OorKwMEkZZWRlmZ2cRj8eDg9zy8vKCTg8AXn/99SA507dINChycnKCI1f8Ck6d4J9PBfzfkb8NDQ148803cfz48eBYYKnSmPIBYMOGDXjyyScBAG1tbYEdfRvOzs6it7c3OI10y5YtiMVigX1zc3MD22VnZyMSieCXv/wlKisrkZ6ejkgkwlZ3/1WroNRGXHdge3sjvVK7+q/hcBiXL1/GjRs3EI1GUVBQgKVLl2J4eDhIAh0dHcjNzUVVVRXS0tJEDBQL50+qm3lP36bZ9PavR0ZGcPnyZfT09MDz5j46yczMDDpdzRbcc5psJycncfnyZdy8eRM9PT24fPky6urqgmR18+ZNdHZ2oqCgILCR6UvJ/r29vdiwYYO185MKFrWDSZNOjc1VMclJN27cwDe+8Q2EQiH09/fjtddeQ2NjI44ePYrt27djZmYGOTk5GBgYwMzMDC5cuIBwOIyMjAxMTU0hHo+jqakJixcvxvLlyzE9PR18zsNVMnq9Zs0a7N69GytXrkR2djYWLVqE06dPo6WlBe+88w5uvfVWhMNhnD9/HsuXL8fMzAxaW1vx5S9/GR0dHUkHx2VmZqKgoACXLl3CkiVLcPLkSVRWVgKY+7zq/Pnz+MY3voEPP/ww+GDdxGMLZH8UFhbi+vXryM3NTfrcwPM8ZGZmYtWqVdi3bx++8Y1vqLrT4R8pAwCVlZV46623gs/i2trakJubi+rqamzYsAEFBQWIxWJJv2JDZfhB++STT+KVV16x4rDFkfmcC0iOn7QhOBmUtqqqClVVVSguLkYkEsGmTZsAAA0NDQCA69ev495770VOTs68Toh2bhouuqlsetuwm7apr69HfX09otEompqasHTpUpavhJVLVuaakpISbNmyBZ2dnSguLsbmzZuT1g0MDODuu+9GaWnpPB5UpimrubkZOTk5LI0tdji85n3at771rW+bzGwtmv8sEokgPT0dixcvhud5yMnJwdTUFDZt2oTu7m68//776O/vx8qVKxGJRHDo0CEsWrQIK1asQH19PTo6OjAyMoL7778fH3zwAY4fP47p6WksWbIkSWZGRkZwvlJubm7w2VhZWRny8vJw8uRJfOYzn0F2dnbw+dSJEyewbNkyrF+/HqtXr8Yf/vAHnDhxAsDcMbMHDhxAZmYm6urqsHjxYmRmZqKyshINDQ04dOgQzp49i6amJjQ2NiInJweVlZVYtGhRsK6pqQkVFRUoKChAcXFxYLt4PI6amhqEQiFUV1cjMzMT0WgU9fX1OHz4MO68805UV1dj//796Ovrw5o1a9Dwp88N/BM5o9EoZmZmcNttt83rUKQqCgCtra3o7u5Ge3s76urqAjnd3d3YuHEjmpubg2dnz57FokWLggP9/HOyioqKUFRUhHg8jurqakSjUXz44YeoqqpCbW3tvPOjfAz0nxk39Dk3tLVcLNKEwa0zu4/8/HwUFRUl8YrFYqiurg66aI4PlcthNhMM5WNi0bAC8v9Ye56HeDyO4uJi5OTkiIlewiwlFSorMzMzSEz+XCwWCzpsqi/Vybw/fvw40tLSgv/8kezHYeFiIUlWPB5PSJWMa1+5VpbOcfOUv616UlpO3rlz53Du3Dk8/vjjokxNltTeStldaq8pbtqqDw0N4YUXXsA3v/nNJLmU39TUFF566SU8+OCDqKioYKuTLRA1m7nqxunnKp97K8XxkOa5ocWdppMpU8Ip4aZ8bTg1O0rxK+mhPZcGZ1sJm80eNhxaPuDmbb7m6KRYCBKW5ECOIR0fZV5KjhIG/zoWi+HAgQO49957g/PHNWdJ8zYMHA+qk7mW8kkkEjh48CCWL1+O6urqebYx+be2tqKgoADLli0TbWBicJmXsEpDsjnHnwtEzRYuOmj3rsnNhUazgUabajKQNq02b8MtxahrUrfFgcb/o/hPs5nLnk0kEskJSxupGtNWQSTeLjQSL5seLglJG1JgSZV4Idhs9y5dykJsow1JTy1x2YqHpFMqQ0oW9JkWM5Se48/h5eSlal9tU9ueuRYnKsuG2bUQaPvdxQ4uCZvzZ4hOUNB0cSLB/8EYF3SaQbTgpDTUsZJBbLLMeZ8PZxTplTqHytN4+dfmc/Oeo+F4S690aLpzdNpzKci1wHTBydFQv2ivWjKU4lTSlcMgxSoXNxy9FsecLC2uOJtoWMx7k1aio/Loq6kDfZ5KouaStK0Am3omneluayEpg1Qqomsmp2u4aiJlY63ySHpJnYCt+tHnqVRIGz6uo7HN2eS6yHYZqehs6xBSiYFU5rRYkGIm1bjWCrWE0dX+qewtm405eS7xvRAa/5km08XWWoywRyQHk0rbxoHihpSFpU0oZWytcnAyOTotgKXqo3UoWlLg5jUeqSQjjoet49DkcPMutrbZjNPFVSanm+ZXyU+2Ci5hl7oGTQ9zuBboVO0s8bQ1GAvBpslPxf4SLy3ZS4kt3WTimkF9QbZuwKYQZ4hUgk+SR/lJzzzP/sVWLRC0aqFVcQkLXWvTg2KmvChmiY7il5IK1Z27lxIEZx8tqdLnnL9NPSXbUN05jDSmtATh07oUB46nlFB8HJIdOBtz8y5+4e6lONWKhWQnOjR/crK5Pe5fs0ckS4EgzXGb0ZY1peEayLaMrsmxJQ6tErsmE6qPGVBmEJtJk/Ki9CYGqSOxDXO9KcOcN+m4ZKMFPpVls4l5T2XRoNV05gqo1GlI9udwUXtr8SnZQLODiYfq42JjKte2hsaZzU6ar1LRQ7KDza/zfJGYGyxgKpQqLWVeSscB4HhrVdQ1C9sqK6cbNyQMGo3UuWj8XTBqeDVstopN9XPBLPlU2sxUp1TnbX6VugIXHReKyyZTigPNDyZNKnvKZb3NPjYdNb7c0PasNFzkeJ4312FxVdvMolJmpNmTdg8mLaWhtFy3QXFICnG4NeNI1dysAhwPjsa0D2cHuo7jT6sPZyOTF9UlFovh8OHDwdzExAQ6Ojrm0XF24AbtGHx8PT09GB8fVys6h9PWkWi24HhIhYyTJT3n5mwxYM7RWKY2oJiozagMurm5ec5G3HpTDrcvpHjjfOmSRKUh7VVqZ2ojLQZC5o02tAQmzWkblCqmVUNpjeZIaa2E08TIBaa5VsMg4bclHpOOYuP0NF+j0Sj+6Z/+CdevXwcADA8PB19FkiqbVHXNOfM1kUigt7cX4+Pj87CZ6zk/URlSIfDnaEKisriNTYdPE4vFEIvF5tnBP6uNS3Dc5pUKEcWv+VWKEymB+HP+iSGUn3nOGVdkpFg09U4k5r5S5h8EQNdx+4Tipzr4dqc8AQTna7nsJU63pO8SSsprwSFlTElx6iTNQNQQ0mYw+dA1kkyNj6mzFLySQ21YOdtINJpPzLlYLIa+vj6cOnUKd955J8LhMLq7u9HS0oK9e/fivffeQ3t7O1atWoWRkRG88sorOHr0KBKJBK5evYpDhw7B8+YO8vvtb3+L48ePIz8/H6WlpXj99ddx8OBBFBYWIpFIIC8vD93d3Xj11Vdx8+ZNNDY2sngpVlun4uofyV6S/fwzzGpra5Pkvfjii2hubk76npy5TvI7J8cfLrFhSyhcLO7fvz/4bp45//zzz+O2225TMdH9yely7do1HD16FI2NjSwNHS576PLly2htbQ2+teHPP//889i4caPT3qXPgT8dL8O1kdzmlCq8P7jKSFtKLhGY6zn+XFvKyfVpOJlUBjUIJ4PqQ3WjBre15RoWjpemK53Pz8/H2rVr8dprr2Hjxo0AgGPHjgEAduzYgf379+ODDz5Aa2srnnjiieCLqf/2b/+GrVu3YunSpfjRj36Er3/964jFYti5cycKCwtx+fJlfO1rX4Pnefj973+PUCiEQ4cO4dOf/jTKyspEu2pYJf05HhwdZw86otEoZmdnMTMzg0gkgunpaaSnpwcnq0YiEUxNTQEAsrOzk9bSTSvFk0bD6cHpqOnsdyn+qbHT09PIyMhANBpFIpEIdPA8LzhkT+qmqQy/s/JtY9ooIyNjnp7cnuXsEIvFknhOTU3Ns/v09DQ8zwuOYJL052yXdICfbZNQhbVgpINzOPc2QnK+FCR0nsriDC3NcwmK0mn6cDi5twA2u3ByTTwcXSKRwKZNm/D8888Hx9acOXMGiUQCr776KqanpxEKhZCdnZ10wkR2djaam5sxNjaGiooKpKenIy0tDYsXL8bk5CQWL16MH/3oR/jc5z4XYP7Yxz6Gn//857jrrruC5EiH1PJzetr01eikxHbjxg0cPnwYnZ2diMVi6O7uxi233IKbN2+iv78fJ06cQFZWFvLy8vCpT30q+D6qycvWBXH6SfEj+YzqbPK7dOkSTp06hdbWVly5cgWVlZVYv3492tvbMTY2hlOnTmH37t3Iy8vD9u3bk05Plfaned/X14d3330XAwMD6OrqwuTkJFpaWnDrrbfO008q5JTG59nb24vBwUGMjo6ipaUFIyMj6O3tDTBnZWVh8+bNSadoaPnAnwv+Dot2UlySog6iDpASjwSGk8UlBS5gbHRSpydVQSlpSXJtG0mqEKkEOydX8hEApKen45FHHsF//dd/4ZZbbkFpaSmampqwevVqAEA4HMYLL7yAaDQ6761QVlYWhoeHA77Dw8PIz8/HZz/7WfT29uKXv/wllv7pPKZVq1ahqakJO3fuREtLC/Lz85N0dC1mtsJj6qslBFMPf66hoQENDQ04ceIEIpEI7rjjDiQSCaxevRqe52FmZgaPP/54cG6T5B+tC+LmXYusS1fW0tKClStXoqSkJOk8rBUrViCRmDvg7/Of/7yY3Ck/qkd1dTWeeOIJXL16FW1tbdi+fbuYWKXiTe1RVVWFJ554Au3t7bh27Rq2bNmStGZkZARPPPEEu9a0myQj3SSSFkpMbUIpD8050j2nAEevbRAa5FJS0ToATUeKm0vSWvWlG07SRbKl53koKSlBIpFAZWUl7rnnHgwPD2Pr1q342c9+ho6ODoRCIWzevBkbNmzAj3/8Y9TW1qKhoQElJSUIhUIoKirC4sWL8dJLLyGRSGDJkiXIycnBnj17EIlEgvO5s7KycPDgQYTDYZSVlQUntHKJw8VWWlLTApfjwXUv2dnZSE9Pn0ezaNEiNRlJRUvCLcUtpXXxM12Tn5+f1AH6c77P/WdSgeTkm/7KyMhAfn4+W9z9e04X8576yT8ZlWIpKSlhcUr45s3H43G1DEoBaBuSQ7WkwnURNhxapyUlm1Sea0mSWyvpoCVrWzKzbY5EYu5/jPzk4Z+dn5WVhUgkgoGBAWRlZQXHJo+OjmJqaioIeDPpDA4OIhQKBbSDg4NIJBLBMdKhUAjT09MYHx9HaWnpvLdSmj21LkOzoWlH0wYua/3jrOnxvpFIJPgMxSXupDhwiSWXDkUqnp43d1hmWlpa0mGD1OdS5+mim/8/qf5nV1rypfgl+lgshng8HnTyPp7p6WlkZ2db9wKXsDyPOcDP1jlxQ2pFucCUgljipXU4FAOH24WP1lFpOmhBYdPBVT8bNi0B2Na74LDZ7aPoJwWlRrPQOOPWa7wlniZG23oXGZq+2jOXkYoPXGTY8C/UD5yOUtFKSlhSFaPX2pAy+Ufh7Spbok91vb8GSL1TTFWGrXKlaiMtkFzwp6qf5tuF2F3DwiUNaV7DKtlZquyU7s8xbFhS4eMPKTl8FHwf5bn0LFVcSUktoaz8KFWPozOVkDIrh8HWkc1TyrFj0eSlglEbqVQu7dlCuyuX7sll3peh4aE0C9FtIVhdbSDRcMMWJ5p+2nNpfqHx5opTk2uuT8VeC4lt2/6yyUrngHEV2QaGW0fXppL9tQ6Aa02lJMrJTjW5ueCReNvsSWVo9qR6SV2MhNVmD0pr65S0bofy1vhICU3C4BKn1Lf02tZp2egkW3A0mp84vTieqXRSNtwuvjT3Vap4bPcmf463lhdCVAlzo0mDy5D+c80oElg6bPy4wLLx0Da1qTvFaV5LNuFw0CpFcXA6ck61ydSSroRLSzCUp+ZrFxm0mJgyqA+koqP5mYsPyZ/SBrT5QNJTKtBafGuFnOrLDVM3ulc5DJLNJL+54DXnXIoml/wkflTuPFtpn2FRRql0MSY/W0LhlHQZnFMoX1s14vjZMHPrPgqtidNWEbngsD1zsXEqOlBsXDKT/GDrIiT7a+sWqocmYyH+8+dt3RiH688de5oeUjLTOqNUO0wbnVQIreukH6HggHNBJ200zVAcjRTkEh6Jr4sOEj8NgwsmlyRhS54LTRwanc0+rokpVfk2f2trtLWSbC2JporLhs2Uw8Wxi91SmbPxta1JVZaGnePtmgMkOTZ6fz5kOsgcZgs3ry0zWjxuTgJG+ftzqW5ic40kzzQAZwjaonIYzHlqCxt/bY35j+pD5XO2MOk5Omof3082Hc01VAY3b+NhvpqxYiuQdN4WD2bAmz6xFRfKk/qUizEtedoSq2ZTSTcNs4RJ0oXzrxQ3EhaJN41lLWakQs9hNOkA41dzuICWhkTPBaeksKmYtnldN7JJTwOX8qMbUnKctsFt/Dl7mHbjbGDKkALMlG0+i0Qiwb15tAfdzBxPyfdaQm9rawv+KJPag9pLixUuMLUESPFJfuNsbNJIxYZLuJxvOBop7rkkKm1Ocz6RSOD69esYGRlJWk/jiOou0VC7SUmT2kPzD4eZ008rQJIvON+GuOpkU4IDrmVjClqrQlLmlgxMA4ULQMqD+ycZ15QnbXZbhecCxnyVEhOll3SKRCJ4/vnng2eXLl3CW2+9NQ+fhoHjrWF49913g2/dc0mFBrHGU0sEdNBNIWGWePvPXJM1l+Q5m3CxQNdIhYfy8THfuHEDZ86cwfe+9z10dXWxNrDx4eYpHi5mubjgbKYlJSk/cNe2eZ+n+iMU/hznbErDMefupeSSyqbieFD+UuIzcVLcdJNRw3E6mYOTI8mgz+g1l0SlzQrMfRXCX59IzB0dkkgk0NPTg0uXLqG5uRmVlZXo6enBxMQEhoaGsHr1anR0dGB2dhZr165FKBTC8PAw2traUFZWhsbGRkQiEYyNjaG7uxsNDQ0Ih8OYnZ1FIpFAd3c3BgYGsHbtWuTn56O/vx8XLlxAfX096urqEI/HcfnyZQwODqKxsRF5eXnIysrChQsXEA6HsWbNGuTm5s7rCiS7csVBi7FEIoGOjg5Eo1EsX75ctKPmVy3h27BS30r+5Ybneairq0N9fT3i8TgGBgZQW1urxh83JDkm9r6+PnR1dWH9+vWirW0xSJ/19PSgv78f69atS8Lx5ptvYvv27SI+LtGbmEPmjdlxmMKlCiBtTmmtlKzMea0zMbM7V904WipXqsZcxeLmuQDl9KOv3Bzl61opOQd3dXXh5MmTOHnyJM6fP49oNIpLly5h7969qKmpwU9/+lOMjIzg+9//Pq5cuYJwOIzvfOc7GB8fx7Vr17B371709fXhxRdfRElJCU6ePIm9e/eip6cH3/nOd5CdnY0DBw7gpZdeQk5ODnp7e3Hu3Dnk5eXh+9//PoC5wK+srMRrr72Gnp4e7Nu3D+3t7Vi0aBH+5V/+Be3t7Xj99dfR09MDz/Pw4osvIhaLsba3dU1cp0J94nkeRkdHMTw8zNqTxoQW++Y89SUXe9TnVA8OB6fj2NgYOjo6sHLlyiQc0tBixaQxbTg5OYm+vj52j2gJhepj8p6YmMDAwMC8+c7OTnYvSBip/dNZaiQHhWQgTqit8lC+UleiVTbJUFqgSFXClClh5eRqQwsWF9kmDymxU3rP85K+HAsAb7/9NqqqqtDV1YWSkhJcvHgRRUVF2Lp1K0KhEI4ePYpNmzYhkUjge9/7HuLxOLZs2YKWlhasWLEC//mf/4nly5fj9ttvR0tLC9rb27F582ZUVVWhvLwcW7ZsQWFhIfbt2wdg7vSAtrY2DA0Nobe3F21tbfja176GtLQ03HfffZiensaxY8ewZcsWTE5OYnh4GJOTk0nH01C7pWpr/76npwetra24fPkyotEohoeHsWLFiuAETG6t5AP/mZZgKA3FyHWHGgZ/bu/evXjooYfYL5lrScPEw3WUADAwMIBjx47h5s2bwfHaDQ0NaG5uZguluZ5rAjzPQ39/P44fP46uri709/djdnYWS5cuxfj4OAYGBnDu3Dm8+eabyMjIwKZNmwLfc4mf2tjzvLkTR6kRuIThktW1eTNJ2QJFc4RrUqL3UlLljE5tQYfWPXIbSKpQLknS5RoAampqsHbtWgBAZmYmrly5As/z0NjYiOLiYixfvhylpaU4ePAgQqEQPG/uWBFT71gshlAoFPD0r3NzcwHMnXjgn2xpnh7gn+Dw8ssv45FHHsHk5GRwwqSvm99JFRQUYPny5QCAlStXBkeQaJtLK4hSkBcXF2PdunVIS0vD7Ows1q1bh4KCAtGPWqGgMUHX2OY5Ppx+nO5VVVWoqqqax1vCqBV5yr+goADr1q3D9evXkZmZiXXr1iEvL4/Vh8ozZZkyCwsLsW7dOhQWFgbXeXl5KC8vR21tLVpbW7Fu3brgMEkOF8VsjqTfJeQM6L+aGZB2XnSOCqLG5BzHVR7N4VJnog1u09t4mLqb2Ok603ZSQqPz3IbkcNp0pzj8sWnTJhw9ehSRSATDw8PqUTAAsH79erzxxhu4fPky9uzZg5aWlmCNzb6xWAwjIyOIRCJobW0FADQ1NeF3v/sdjhw5gj/84Q/Iy8vD4sWLcf78+eD4XD/paXpIHaVkN8/zkJOTg+rqapSVlaG0tBTV1dViNbf53UZnG1ycceu4+PCPQ7btNw4PF1smTVZWVtBDQ7ysAAAgAElEQVQtFxcXo7q6Oimpa4WZ5gD/NTMzM+BZUlKC6upqFBYWJl1XVVWhsrIyqWBK8qhOad/+9re/zRlL6rK0qsQJle5tVZLb1FLltXUtUlDRREPtoHVX2r2UmCVcnC24xEbn/ddQKISamhoUFhYCAHJyclBZWYlly5ahqKgIHR0dyMnJQVVVFWpra4PD62pqarBo0aJgfV1dHRYvXoyOjg4sWbIEt99+e7AuPz8fxcXFKC0tRUZGBqqrq1FcXIy0tDTU1NSgvLwclZWV6O3txV133YXFixdj9erVSE9PD5LSypUrcdtttyEcDqO3txcVFRUoLCxkbc3ZQfOlucaky8vLSzpoUKOlMW+LMSmpcnLMtZI+nKyRkRGUl5fP64apjcxh6z5NeZ7nITs7G+Xl5cF/gJh8uKTtkkBzcnJQVlaGnJycpDWVlZVBnEp7R7Nf8EOqnNM4ZlxS4IzEJRdbe6+Bd0lYtjkOn+ucOW8OV/6a3VLZHJoNND7cvfQs1bUS3cWLF3Hz5k2kpaXh6NGj+PrXvw46tI6A2xgaNmoXKQZd19pixfbctldcn7mukzBIenK8XGwlxY/t2kUXW56Zl7DMYXuuVTxuLpUk4RrIWiKzDYkvR6dhsw2bw10qpM3WHDYbdkpns5tr5faH/z+VaWlpaGxsDD47Wwg/V99QfrbOSOLtEnN0o2nYFjIv0bjsP46HhNe1GLnItu0HLT5tjQiA/zsi+aMornUZtq7FhR9HS/Fo1y6dCsfbppuET+uCKI3GV6JzSZKa/pIM25yPT1tjswfVkXvuEjOSDAmTDbMtoUk8XGzs+sxmh1QKn0visO1bF7y27omTK9G4JLMQJUwk5O9jmQu5TMsZjArVEiPHh7uWcFFaE4M/b66VKoRURajupkwpKdE1FC+3zsRq8peeUduZtJp9ONtIPrAVB06OyVPabJxNKUbqJ0kGh9uGk9PdH3QNh9E2qC84TDSubcWL26/c3qM6UlmcHSl2kw+Hn9qQ8wX1PyfbnNNsmfSX7hQovZZoNIVpAtTmqSFocnGpwFJ1oBvTRs/JlHhyWFyxcQHgsnk0+bZOgeNju5bubTbi6KQ5zT7mvaSHJoPykjoDF304eVqhkvSlPLQYl+RoOlI96b1mKw6rqbcml9vvmh2l/W/e+3RJf+lOCbhgoc+1AOOqilQttSTpkjQl43CV3KTjEgS1gVRdqI5cRaNViOLikpNr1bPZQbOHec/hNuc4jJS3FmiSbG6dJINuYI5e67Q4n5l0UmKktuEKLBfXUuxr/uM6JW1fcPxdmg/N1pIttD3oMkevuW6MznOv7FtC85Vem8+0SiQFFLdGqgJckEqBKwUGF1zmvYSB4nUd/hra0Um6c8Fq6yCkxMttGq56URpNjonRvLYFPaWV5FAdqC5cR6IVDqo7l2Q4/Bo+zn90cPjphuPo6TU3bytoXDzZ9onJSyoaUoLmMLskV0qr0UixM+9nviQBEmDN8FqrpyUC6gBJhhQMJk5JFy1ApMSiYbJhtWGRgjZVe2g2kIJb4iEllFRsoOms8dXwabIlGspH4ith1eJGskcqfuHmbTxcY5bbk5KdOYwu+Dj+9LnLvrAWBfPEUckxUgBwCnmeh3g8rlZXGw9uUIwuG0VKaPOytmMAccMFN8UiydcSvsSX0kkBnkjM/fx8cXExJicnEQqFgq/cLKT7kHAkEomkv153XWuul6q+zdYaXyl+uOFSWDkfaonSFbNLEnAthK4yzXWp4Nb2sUuSp3S2dcCf/tKdGlozvnn94osv4vjx4zh16hSAuW/rz87OYt++fcjPz0dRUZEomAL05QLAlStXcPPmTZSVlSXhcVWK4vZ5mPfmc9OQHB3Hkwsaba2tKNB1FAulM0c0GsW//uu/4vLlyzhy5AiGhoZQX1+PcDiMo0ePoq6uDjt37sTk5CSuXbuG9957D7m5uaisrEySw8kysfrz7733HjIyMlBQUJBE09XVhTfeeAO33HLLPBu1t7fj0KFDaG5uFu05ODiI3/zmN1i5ciUOHDiAzs5OVFZWIjMzk02qnH+5DkOym9TJcOsk39J7zafaGlunpu1PSVcNMwAMDQ3h17/+Nfbt24elS5eisLBQjGuOH5fQtL2j8XDZd4mE8aG7v5ADwVXrRCKBmzdv4gtf+AK++MUv4tZbb0VZWRny8/ORSMydxzQyMoLp6WkkEgnEYrHg+2MAMDk5iZGRkeALsv436iORSPDdIwAYGxvD+Pi4mPk1vD5O8582bz7j5PhGkzo3jl5zLBdsnCzbiMfjyM/PxzPPPIMvf/nLyMzMxG9/+1tkZmaiuroaExMTmJqawsc//nG0t7fjwQcfxMqVK4MztOLxeHDG1fj4OCYmJoLn/s/a+1gmJiZw4cIFVFVVIRqNYmhoCNFoNOmE00QigWg0GvjfxDk2NoaJiYlAr/HxcYyOjibZr62tDYcOHcLevXtx9uxZNum4+mxkZARDQ0OiHV14aPJsayUfar6nPHt7exEOh+c9v3z5sjMPDkNJSQmeeeYZfPazn8Xbb7+t6sc954ZmQxsmm/0BzP1Zg9Y9SJnbp5uZmUEoFEJGRga6urpQVFSERCKB1157DYsXL8bVq1fx+OOPo6urC++//z7+6q/+ChkZGTh79iyys7MxPT2Np556Crt374bneVi2bFlwSsDNmzdx+vRp5Ofn45FHHhFbUK4jlCorrSC2e25wduDmJXr6XEuGkgyN38c//nH88Ic/xOjoKFpbW1FbW4u2tja8//77aG1tRWlpKWpqalBQUIC1a9eit7cXZ8+eRXl5OU6dOoWKigps2bIFr7/+OmKxGHp6evDoo4+iqqoKra2tuOWWWzAxMYFdu3ahsLAQY2NjyM3NxZ133gkACIfD2LVrF/Lz89Hd3Y1Pf/rTSCQS+OCDDxCJRDAyMoL169ejvr4eH374IYaHh9Hc3IzGxkYAQHNzM2655RZMTk5i1apVYgdjG57nobOzE5FIBHfcccc8O5rXtjgx6bl4ofvH5KvFoqaTP9/a2oqmpiYsW7Ysac2+ffvw1a9+NYkHF8+Sjv78iRMncOutt6p5gF5zOkoYpGcaPml9ukZMqwBlMj4+jl27diEUCuHuu+/G+Pg4MjIyMDs7iw0bNuCuu+7C0NAQXnzxRaxYsQLLly/H+vXrsXPnTjz77LPIysrCL3/5S5w7dw7Xr1/HU089hfLychw+fBjxeBw3btxAS0sL1q9fP09RilVrfU2FtQSgrZf42YJOkmFLlFyHJQU8xz8nJwdTU1Po7+/Hpz71KaxZswb3338/Ojo68MADD+Ds2bNB1fZPcxgbG8OKFSuwadMmtLe3Y2BgANu2bUM4HMZLL72EZ599FmfOnMEzzzyDvXv34vbbb8fKlStx48YNvPTSS0HCOnToEFatWoWNGzdidHQUL7zwAh566CFUV1fjc5/7HKanp7Fz504899xz+PjHP46uri7s2rUrSFjp6enYunUr4vE4srKyrMmaK1bhcDg452l2dhalpaUoLS3FokWLkuyr+U6yvdYx0xhzKYDSGBkZweDgILq7u5GRkYF4PI6ysjKMjY0hEomgv78fly9fRnp6Ourr64PPDmnDQXUyn7W3tyMej6OlpYVNvnSNlBP81+np6SCuACAjIyP4sjNnT+kdiDTStaDnOgDzWWFhIZ544ongO2IXLlwAMHfExOLFiwEA+fn5QeCVlJQgHA4jPz8/OLakubkZvb29+PSnP41du3Zh+fLlwTk5Dz/8MH7/+9/jyJEj+PKXv4z09PR5eDjc1BC2AHNxkGkTky9NLBI/iokGOOXJ0XO+4NrqeDyOiYmJ4KwpbZjrH3jgAbzxxhtoa2tDbW0tQqEQrl27BgC477770NHRgdraWmRlZWFkZATFxcUAgKqqqiQ+Q0NDWLNmTRAj0WgUnudh6dKlSCQSyM7ORl5eHo4cOYKenh40NjYmrU9PT0dxcbHauXD4TZtPTU2hp6cHAwMDiEaj6OnpQXZ2dpCw6BpqVxfZWhLTOh1OLqfLxMQEenp6MDQ0hNzcXGRkZCA3Nxf9/f2YnJzE2NhYoFddXV2wjotPf47K6ujowB133IG0tDRWL5OnLfEmEgn09/fj9OnTwbPy8nJs3LhxXjLVigUX3z5dOg16iYHtmcljdnYWly5dQn19PXp7e4PPo4C5A76Gh4cxPj6OwsJCHDp0CI899hgqKyvxhS98ATt37gwqdXZ2Nj7zmc/gJz/5Cfr6+lBdXc0GGFXUv9ayN7fepVuy2cp8buvq6HNb18UlYIohGo3id7/7HVatWoWcnBxRj+LiYpw7dw7A3GdGwNxRLI8++ih+/vOfIzs7G2lpafjYxz4WvEX/8Y9/jMcffxyJRALV1dW4ePEiKisr8eGHHybxrqqqwvnz51FbW4srV66gtLQU8XgcbW1tePjhhzEyMoJYLIazZ8/i0UcfRW5uLl5++WVWT61o+vrTggHMbZSKigrk5+cHbwmpr7muyJSvbSbuubmWyrDh5WTU1taitrYWU1NTSW8Jq6urAQBnz57FPffcIzYUEjZzb/gHG9q6HNue8Of9I4o4eqngaLanCTjtW9/61rdTAWoaZnR0FE1NTQHN1NQUioqKkJeXh8HBQRw7dgwdHR14/PHHEY1Ggw/Ta2pqsGfPHrS2tmLt2rVobGzErl27cOLECWzcuBGlpaXIzc3FlStXsH//fuTk5OD222+fF1g+HluW5iom1Y3bBJItuHabJkjunr5qzpESneTI/fv34+rVqzh9+jRWrFgRbNDJyUk0NMz9eERTUxPGxsawZMkSVFRUoLW1FUePHkVhYSEqKipw/fp1vP322ygoKMDmzZsxOTmJt956C2fOnEFWVhYGBwexYcMGAEB9fT3OnDmDDz74AAUFBRgeHsaGDRsQi8WwadMmnDp1CkePHkV3dzcee+wxAHP/0fLHP/4R586dwyc/+UmUlZVh3759uHbtGpYvXx786EV9fX2SrpLfuAJAn0UiEWRnZwdF09Y9mHaX4oorhlIXwvHleEpFyPPmzlwvKSlJOq/K8+bOe29oaGDXSxip3Pfeey9490PXmmvoXuJ0lIarbaV1SXr5pzVQAs74Lm91zBGLxZCWlsZuTv/IXH/eP1LXbE1NHpIy2ts97t6mI9XXXE9fF8JbqrrSOqk1pvL9/201z3W3VU1gvn1NnwEI3s75PkpPT0cikQj+hzEUCmHfvn2orKwMfiGF4+Vj8f9Gz4wDeuyMaRfJj9R2rh3Cn8Nvkv+keOHw25IJlU3lSAnStoYO+jeT0nrOFhIWLS9IsS3JmaeDmbBMIS6vnAKactI9VY4zss1pqQZiKsFF5drupSBJxRb0WSqYqH1serra07wfHx/Hq6++ing8jrq6OmzevFm0DR1aLHHYJZ7ShrBtVpdYstHbdNF8nYpeqe4dV71ddeDmU8Ep+cf2KvG3njhqS1hSwElD2owSjSSDzrlio7JdZHHOMtfaNqY2XBI95wsXeo6/y2ZxGZpttTXmWMh6102vybAlKCpLW/dRdDHXuvhV4mObp3K4Icnm5m3622Jeksfxp7ZJ54JAy5CmMG0jS4aydQwcHVWEzlPc3Jwk09XorslKcoRUObTAtQWx1knYkpFtk1Ccku4aja2iS/prg2K2ydf8puGQEhPFodHYdOd4cjRa8eKwmzSUTuIjFUXbfuKw2+xgK/TcGv81OA/LV84EQJ9RgFQpWyBxG1KaM59zsqni0jrJSFrnyBlfSoYcbum5dC3hktZxAUZlc7aQ6DUazo+mfhJujUba5C5+5XTS5FO+Ek9bgeaKoksylzBL8emKSdKH4jP3MN382nrznrvmdKK+1ZKjVFg57En05pefqRKuG1pLTK7VRUtm1DBUQe65ts6lK3AZrpWC8pYSNh2p8l0oTilAXfm70GkdAsVgDin2JB5at8Hx5jBKNFqspaK/zd6pYNTi2DU2/hx7gcPG4ZOSpCuPpBNHuUrCMbF1M1SQS2Iz15iZVVKKU1jrRCgu10rMBaUWcBQHl+Rtm8hlg2pdE4eDey4VIBf+LjZwsZUNv2ZLW+Cn4iup86Pz5rN51V+wJe1sTOyc7lyXQudMflIHxdlCKxguvLkh7UXJFq7xxMVj0q9Y2gwgbQAqWEsSkrO59Zw8m3M4WvOabgKTh7bBbRWBztMNYAanlKi44PfXaQncZkfKm9Od6mOuo3bQigG1CU0uGgbJR5z9NBqKg0s2dJ7K14aW0LgNLm1QiQ9nP06+pC/VhWs+bHJceNNrKQ5t+CUebPKjf9bACdGqvsvQAkCqJpIzbXK0ai/hslV+KcFpOCi9LVlxgeQii2JNBVMq613ka2OhvKUEsBD+fw4dpQ6Fo00VH8fXlhBcZaSiu7YvXOM4VXxUtrR+/u+EI7lDoJ2MVpG1Z5Qn7UAoHbd2oUNay/GV2ldqD5s8iZ6zAcWYqr7xeBz79+/HwYMH8cEHH2BycjIlTP78+++/j7GxseDZxYsXMTMzo8qmHcbs7CzGxsZSsplp8+HhYXz44YeIxWK4du0aOjs7g6NrXHWRhisOl3cSLrJonH9UXhJvFxku+1aiNdeY8SrJl/DZ5FLZnI9DZlvG/fOFSM+4a2oUXxmuzZTaSE2+NMfJl+gkvTSeNrkSRmoPV8yuMqPRKA4ePIja2lrU1NQEP2vuitH/19HRgampKXieh0gkggMHDgR/BS/xoe390NAQDh06pPpUClrPm/saSkdHB8bGxvDaa6/hlVdewcjIiMhH8xsw95f60WhUXc/FLEdjxrGGxeYvmz3pukgkkvQX6f6a6elp5xiV7K5h1LBxtDQpcXKpfpw8MwHSOAuOlzGHmUQkJaVEI13TwJbeknDKSRile38NzfqSPtw66TnHz8ROX00HSLaQ9JXuzSrnz5eWlgbHsyQSieD8sdnZWdx1111YsmQJbt68iffffx/hcBhbt25Ff38/WltbUV1djfvvvz9J5yNHjmDDhg1ob28PDlpsaWnBO++8g+npaWzevBnV1dU4duwYzp8/j5qaGpSXl2Pp0qVYsmQJYrEYjh07hosXL6KkpATbtm3D+Pg4zpw5g56eHuTn52Pbtm2YmZnBW2+9hampKWzbti2QPzAwEBw82NfXF5w+69JJmLF78eJFzM7OzvvakEtsUb9T33E+8QfFysWnhJ3GypEjR7BkyRLU19cn8XnllVewY8cOJ1tQXLSz5xIaF+u0A6J00r7k7CDZhCYtk0eIE0KBU+UkJ3FATJ6SwtQg1KBS+88FEFWWm+P0095i2IxM9TDnqP7cWimZSk7miklbWxvefPNNHDp0KDhAb/PmzXjooYfwk5/8BBMTE/jNb36Dj33sY3jsscdQUlKCuro6PPnkk2hvb0d/f3/AKxqN4sKFC7jllltw/vx5XLx4ERs2bMCuXbtw1113Ydu2bdi1axdOnjyJrq4uPPnkk8jJycEbb7yB0dFRnD59GseOHcPNmzfx+c9/HuXl5Xj55ZfR19eH9957LziM8fjx40hPT8cnPvEJbN26Fbt37w4wNDQ04P7778f27duxfPlytYBKvgbmupOZmZkk+7u8RZN8JflI6mBMOqn4S7S+vKmpKUSj0XmJc3x8fN4+8a/NYdtDlEbDLnVHNPalPWZe02KsYfBp0ukDDqy0mHYUFCzXCUhyaNKiyY1LRBIuTY723BxSt0XnuedcReK6I44Xrcq2DeqPmpoarFmzBunp6ejq6kJdXR1KS0vheXOnuLa1tQWnMvijtbUVV65cQXt7O/r6+oLnFy5cQF1dHfLy8hAKhXDHHXcgFovh9OnTwRlb8XgcJ06cwIMPPoj09HSsW7cuONsfmDsYbvPmzcjIyMCmTZvwzjvvYMOGDVi7di2ys7PR2NiIS5cuYXp6Gu+88w5GR0fR3d0drM/IyAgObrR1MNx8R0cHDh48iGvXriEajaKtrQ0bN25MOm+e85FpYyqL849Ew/Gx6ULpz549i+PHj+PMmTM4ffo0ysvLcfvtt+PChQsYHR3F4cOHkZOTg/z8fDz88MPBeXHmkDACwNWrV3H8+PHgvqKiAnfffTe7jvKT9iflWVlZmXREkeugnaA/5h2RzIGgnQnHTBJgKsoFl9bN2d4CcIHBrXHZ+LZuiQtUTQ9OB9pJSfgpjaSTSVdYWIiamhokEnPHVvuf+yQSCQwNDaGkpAQTExMBvX/Q2tNPPz3v3KwTJ05g+/btwX16ejpCoRAaGhqCo2I8z8Pu3bsxNjaGqqoqTE9PB2fB+2smJyeRSCSCz5BopU4kEti9ezceeOABlJaW4oc//OE8G7roztlo6dKlaGhowIkTJzA7O4tNmzbN65rMAsj5SJozeUh4KQ3VQUuC/vXq1auxatUq7Nu3D01NTVi6dCk8zwt+yGNychJPP/30PNty+Dk5tbW1KC8vD9aYp3Ro+4frMn0ZEk+bfTl7cc/SJWaUWOqQqACt+phJiw5ONuVnM5rLnIlH4murLvSau6fPXddqttU6U7OC1dbWAgB+8pOfID09HSUlJaivr0dubi7+53/+B4sWLcKqVavQ1dWF119/HUeOHAk2Q3d3N7KyslBaWprkr5ycHDQ3N+P5559HZWUllixZgm3btuGFF17AkSNHMD4+jpycnID+nnvuwU9/+lM0Nzfj0qVLeOyxx5KOqvE8D6FQCHl5eThw4ADi8XjwgT89bsbFn/S5LyMtLS04woYOKc5pIjPtrBVRac4WYyZ/Su/bw/9nznEJhosfKYYzMjKQkZGhYqX7RNu7wFyh4jo9TkfzVcoj5vA8j/9dQil5SZ1LKgmMy7LmtTRPgWtdC6cPh0HL8lICsuHWXjUMnFztns75Z4mZgTA2Noa0tDTk5+cHz8LhMOLxOAoLCxGJRDA5OYnCwsJgMwwMDCAUCgUfctPNPjk5ienpaRQVFQXJIB6PY3BwEG+//TaefPJJxONxhEKh4JdzioqKgo3hz5lJYXh4GPn5+UEn59Nwm5Czgz8423AJXfKfT2/zLydPw+Aa21IMm2eImevNs8xcOhhJpmYLCR+3nhs2+0p0khz2u4QmsW1zuwJ0VVSrFLZnNt42zCZfG15bMjWvJVto1cpVh1SSnA07x9vERNdOT0/j17/+NbKysjA0NIQdO3YEPziQyrDFgo8hVb/aZKRaIHwcGuZU+HP0pgztmZRMfFpbAtDwuu51F50WQqPu7cTcUIGbTHxG0mbThHEgzbUuQ+uktDW2hCThMmVxIxUeGqZU8HFyOIwLSdo2v9LniUQCkUgEWVlZzjJM3C44U02wHM5Uh4v/PoqMhSQU2/pU+dji3LWIcPSuyTlV3EGHZQKQXj+qElYwShBoBtDkSTxtwb3QZOqaQDW+NmdqldC1c+WqvzRcOknbWlv3oG0eF11tFdrWrUn20Owl6b8Q36eSwDi7cPMuWLTC77LnUrGhjYetC/Y8b+4v3ekCLZg9T/9LVxMEdShdS3mb4KUNKvHj5FGetmeuazXsXOBJeOkzSR+XjShtfp+npi+d5+RycqgNON9x2LSYoYPbxBI/ajsqi2Kk9naxJdVZGlrMU/9J9ufkabRc7Lhg52i5PWdeUxlSzGlxLsUx9Zt5bT1xVBo3btzApUuXVJq/jL+Mv4y/DG0UlxRj3dp1Ylc4rygl/jTr0l6aIxwOY3R09M+uwF/GX8Zfxv9/hv8nNP6wvk2ln2FJi8xh+6xL+5xCepVoUuFj0rnw0952mvbQ5qUkb9OP4ymtkfTndHHF6eoDmy1Ssa3LeptsTl8Ot2tsuuDS4ovikrBoNqf8NDoX/2sYXHWQ5EnxmYoNF2L74DUxN5yDhhpkIYNzvgu9JD9VfiZfTZ+F2MCGRQtYG1bKVwqcVHSyPV8IDcXJ8bAlAMnPkm4LTXyuenK+5/DbYtIWc9pzjmYhfrMlxoXsBUkuleOip4Zl3g+pasrYsjUFapt3MfhCEoAWcFRPkzcNaE6utoG4tTZbSPikOZOvS1BRDC66pZKYpKH5i85r3YJtzlbAXG2Xin7aPtF0p9ik+1STgC12bPFEddNw2IqkRs/JTrV4J52H5S/0F1NmlKkJnIK3ATANbb6afDjDcrSc4zi6pExNdOT0lBxDcXI6p7IhTLtrwUCDSbIbpeGw2aqlxNOklexF+XK8NNkaVnrN+VzDxm04yZ/0WoprrYBoelL+UjKg+4Qb5h4210l+pjaS9rZNPpXL5QLzOZVp05mOdMqEKmYqbgY/lyw0p3FBwtGZPP11VJZpDG7z2iqASzdEabVuxRaMtk7HxkdKmDY82nrOH1KXoFVJqcOQKildIyUdm1wp0Wm+lYoNx1OyA+Wp6Slhtl3bEhinp1awNF1t8umw+dHVLhxWDZu/PmQ+lBIVV0G1gDZpuKCUMrxUFTVlueCybRaJv4SVw8Ald2ovc2jJ0yWwpE1E9ZHouaCi6yUbSh0ExW/DpdlF2xxUbxovdA1XxakttTWaXbQ4lYq2iVfaS5IPucHFN8dfKvCczbQh2VkrwJyeJnZqK2l/0LhNNxnRRMUFi8mcc6rNIFJSkZKlVklokuHmzOe2xEZpuI3C8aIdj7SWynBNCpze3HrKi66n/pJ8q9mH01HC75qkpaKj2YPDy81x2Dk8VLbL4JI1jQWO3pb4Oaza/pCKKTdsvCR6W2Jx8bWrbM3+IbqYCtSqGM2WnEOkTGsOaR3XlXFrNdxaVabPpEpOk6GmB+Vtq0KarbXNRddLDqfBonUZJr3pEy2JcJilgkbpaEcgDTPOaNxpm5/qxfHjsGsxYw7Ov3Qj2go0XUcxS4mLW0f5m753SfycDC4pSzT+NbdfpGLBredw+ddBhyVtFokxt8Y2Uu0opOwubWCpIknJz2XzUbwmHXWMVDW0yi11JZwMWwKU5HKybdi0JOmy+TT7czSSLEqrdQO2Z9JGpJg4n2i2dJVvs4N0r9lKSsw29qkAAAAZSURBVPhaYrfpwjUOmi9cYp3b667J15z7fwpHAeJLhUv2AAAAAElFTkSuQmCC)
表3. 各疾患における各parametric mapping techniquesの重要性
文献[1] より引用
3. T1 mappingの撮像と撮影後処理
T1 mappingの撮像シークエンスについて説明する。
遅延造影像(LGE)画像の撮影前に、Inversion time決定のためLook-Lockerシークエンスを撮影する。Inversion pulseを入れたあとの心筋が時間経過とともに白→黒→白 と変化していくのを見ることができる。これは心筋のT1緩和の進行を時間経過とともに観察しているのだが、このLook-Lockerシークエンスを利用したのが現在最も広く用いられるMOLLI (MOdified Look-Locker Inversion recovery)というT1 mappingの撮像シークエンスである(下図4)[3] 。詳細は省くが、3回のInversion pulse(★)後、(青色の縦線のタイミングで)合計11枚の画像を撮影する。
![図4 MOLLI sequenceの撮影 文献[3] より改変引用](data:image/png;base64,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)
図4. MOLLI sequenceの撮影
文献[3] より改変引用
次に、再構成画像を作る。Inversion pulse後の時間によって心筋のT1緩和の程度は異なるため、撮影された生の画像は、心筋が白や灰色や黒など、様々である(下図5) [4]。 この合計11枚のデータ(画像)をもとにピクセルごとのT1値の変化のグラフを描く。これは指数関数的なグラフになり、T1緩和時間(=T1値)は63%の回復に要する時間として求められる。ピクセルごとのT1緩和時間をもとめたものを1枚の画像に再構成する(下図5) [4]。
![図5 MOLLI sequenceの撮影と画像再構成 文献[4] より改変引用](data:image/png;base64,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)
図5. MOLLI sequenceの撮影と画像再構成
文献[4] より改変引用
再構成画像は白黒画像として得られ、これをT1 map用のワークステーション上で定量評価することで、T1値が得られる(下図6) [3]。 再構成画像をT1値ごとに色付けすると、カラーマップになる。T1 mappingでは必ず撮影後処理を要する所以である。
![図6 再構成画像 文献[3] より改変引用](data:image/png;base64,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)
図6. 再構成画像
文献[3] より改変引用
T1 mappingは、おおまかな正常値はあるものの、施設・機械・撮影シークエンスによる変化があるため、各施設の基準値をまず求める必要がある。Consensus reportでは、施設による基準が求められていない場合は、定量的評価を臨床報告に用いるべきではないと記載される。施設基準値を求める際に、どのくらいの撮影が必要かは、何を診断するかによる。Consensus reportは例として、明らかな疾患を診断するとき(例えばT1mappingでアミロイドーシス、鉄沈着、Anderson-Fabry病、急性心筋障害を診断する)には、精度がやや低くても構わないため、健康人15名あるいは心疾患のない患者20名程度から基準値を求めるので十分である。ただし、細かい心筋性状変化を検出しなければならないような場合(びまん性の線維化など)は、精度を高めるために、性別(+/-年齢)別の基準値をそれぞれ50名以上の健康人から求める必要がある、と記載している[1]。
4. T1 mappingの臨床的有用性
T1 mappingの有用性・予後予測の報告は、様々なものがある。Multi-Ethnic Study of Atherosclerosis(MESA) studyは多人種(White, Black, Hispanic, Chinese)を対象とした、明らかな心疾患の既往のないコホートの観察研究であるが、年齢性別による心筋線維化の違い[5], 性別とT1値による心機能への影響[6], 心電図変化と心筋線維化の関係[7], 心血管疾患のリスクファクターをもつ患者の心筋線維化[8] など、T1 mappingを用いた心筋性状評価を多数報告している。その他、ST上昇型心筋梗塞(STEMI) [9][10], 拡張型心筋症(DCM) [11][12], アントラサイクリン心筋症[13], などでも、T1 mappingを用いた報告がされている。
4-1. 年齢と心筋線維化、正常例の観察研究[5]
加齢と心筋線維化の関連について報告している。1,231名の明らかな心疾患のないコホート(51%女性; 年齢54-93歳)を1.5TのMRIでT1 mappingによる評価を行った。結果、女性のほうが男性よりも有意に高いECVとpre-contrast T1および造影後T1値を示したが、年齢によるECVの変化率は男性のほうが大きかった[5]。年齢・性別によるT1 mappingの正常値が異なること、このため基準値をそれぞれ示す必要があることを示唆している。
4-2. ST上昇型急性心筋梗塞(STEMI) [9][10]
Reinstadlerらは、255名の虚血解除されたSTEMIを対象とし、急性期と6か月後の2回、native T1 mappingを行った。結果、Remote zone(心筋梗塞部位ではない心筋)のT1値は、その後の心血管イベント(MACE)発症と強い相関を示した(T1 values >1,129 msにおいて、areas under the curve (AUC): 0.78; 95% confidence interval (CI): 0.70 – 0.86; p < 0.001) [9]。
Biesbroekらは、42名の急性心筋梗塞後の患者において、急性期と3か月後の2回、Remote myocardiumのnative T1とECVを評価し、左室リモデリングとの関係を評価した。結果、Native T1は有意な差を認めなかったが、ECVに関しては心筋梗塞発症後3か月時点のECVが低下した群では左室の拡大は認めなかった一方、ECVが上昇した群(n=8)では左室拡大を認めた[10]。
4-3. 拡張型心筋症 (DCM) [11][12]
DCMにおける予後予測は、LGEよりもT1 mappingが優れると報告される。
Puntmann らは、637名の非虚血拡張型心筋症(DCM)患者の前向き観察研究を行い、T1 mappingが予後予測に有用かどうかを調べた。観察期間(median follow-up period of 22 months)中に28名の患者が死亡したが、そのうち半分の患者しかLGE陽性を示していなかった。また観察期間中生存した609名の患者の26%がLGE陽性であった。T1 mapping におけるパラメーター(native T1 とECV)、およびLGE陽性とその広がりが全死亡および心不全の予測因子であった(いずれもp < 0.001). 多変量解析では、native T1のみが全死亡と心不全の独立した予測因子であった(それぞれhazard ratio (HR): 1.1, 95% CI: 1.06 – 1.15; HR: 1.1; 95% CI: 1.05 – 1.1; p < 0.001 for both), followed by the models including the extent of LGE [11]。
Younらは、117名の非虚血DCM患者の前向きコホートスタディ(男性71 名, 51.9 ± 16.7 years) で3.0-T MRIを施行し、ECV が3%上昇するごとに心イベント発症リスクがHRで1.80倍になる (95% CI: 1.48 – 2.20, p < 0.001)と報告した。多変量解析ではECV(per 3% increase)は独立した予後予測因子であり(HR: 1.69, 95% CI: 1.34–2.14, p < 0.001)、LGEやMid-wall LGEよりも高いc統計量を示した(Harrell’s c statistic, ECG=0.88, LGE=0.77, mid-wall LGE=0.80) [12]。
4-4.アントラサイクリン心筋症[13]
アントラサイクリン心筋症は過去の報告ではLGE陰性であることが多い。この疾患群においては、特にT1 mappingがびまん性の線維化を評価するうえで有用であると考えられる。
Neilan らは、アントラサイクリン投与後の42名の成人のECVを健康人と比較した。アントラサイクリン投与群はすべてLGE陰性であった。ECVはアントラサイクリン治療群のほうが年齢性別を一致させたコントロールよりも高い値を示した (0.36 – 0.03 vs. 0.28 – 0.02, p <0.001). また、ECVは拡張障害や心房の拡大にも関連していた[13]。
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