Importance & Scope:
Drug delivery refers to approaches, formulations, technologies, and systems for transporting a pharmaceutical compound in the body as needed to safely achieve its desired therapeutic effect.This conference will discuss effective formulation and delivery technologies for enhancing solubility and drug delivery. Drug delivery-2015 aims to aggregate leading experts from around the world who will discuss on formulation and delivery, and show how they are developing poorly soluble drugs into scientifically sound, patient-centric formulations, and reducing their product development timelines.It also provides the chance for researchers, practitioners and educators to present and discuss the most recent innovations, trends, and concerns, practical challenges encountered and the solutions adopted in the fields of Drug delivery.
Drug delivery-2015 will showcase new and innovative technologies by renowned scientists. It benefits to pharmacological, researchers, professors, and companies. Conferences also benefits and share knowledge between scientist, doctors and delegates. Exchange of idea among companies and they share knowledge to each other about their product at the conference leading to lead to Public- private partnerships and collaborations. The university member attend conferences to know and share about what research has already been done and what research is going to be done in the area of drug delivery. We bring together business, creative, and technology leaders from the Drug Deliver industry for the most current and relevant.
Why Houston?
Houston is the most populous city in Texas and the fourth most populous city in the United States. Houston received the official nickname of "Space City" in 1967 because it is the location of NASA's Lyndon B. Johnson Space Center. Houston's economy has a broad industrial base in energy, manufacturing, aeronautics, and transportation.Alive with energy and rich in diversity, Houston is a dynamic mix of imagination, talent and first-class attractions that makes it a world-class city. Home to a vibrant economy, beautiful surroundings and a population full of optimism and spirit, it's no wonder that Houston is a popular international destination.
It is also leading in health care sectors; only New York City is home to more Fortune 500 headquarters. Approx. of 8 universities in Houston out of 500 universities in USA are into drug delivery research.There are approx. 230 major Drug delivery companies all over globe including that of 100 in USA and 10 in Houston into drug delivery research apart from large number of pharmaceutical companies.Other than pharmaceutical departments and companies, chemistry, biomedical departments and companies are also involved in the research and market.
Conference Highlights:
- Drug Delivery and Pharmacology
- Different Routes of drug Administration
- Smart Drug Delivery System
- Nanotechnologies for Drug Delivery
- New Horizons in Vaccine Drug Delivery
- Bio therapeutics as Novel Technique in Drug Delivery
- Medical Devices for Drug delivery, Therapy and Surgery
- Recent Advances and Breakthrough Research in Drug delivery Technology
- Major Challenges and Future Opportunities in Drug Delivery
- Global Policy and Business Development of Drug Delivery Technology
Why to attend???
With members from around the world focused on learning about Drug Delivery; this is your single best opportunity to reach the largest assemblage of participants from the Delivery community. Conduct demonstrations, distribute information, meet with current and potential customers, make a splash with a new product line, and receive name recognition at this 3-day event. World-renowned speakers, the most recent techniques, tactics, and the newest updates in Drug Delivery field are hallmarks of this conference.
A Unique Opportunity for Advertisers and Sponsors at this International event:
http://www.omicsgroup.com/conferences/ACS/conference/pdfs/drugdelivery2015_Sponsorship.pdf
Glance at Market of Drug Delivery:
The global market for drug delivery systems in 2010 was $131.6 billion and is expected to rise at a compound annual growth rate (CAGR) of 5% and reach nearly $175.6 billion by 2016. The U.S. constituted approximately 59% of the total drug delivery market in 2010 and was $78 billion. It is forecast to reach nearly $103 billion in 2016 at a CAGR of 4.7%. Europe contributed about 27% of the total drug delivery market in 2010 and was $36 billion and is expected to grow to $49 billion by 2016 at a CAGR of 5.6% 1.
For 2013, Drug Delivery Global market reached $150.3 billion, according to BCC research. This was an increase from $142 billion the previous year. Given its predicted annual growth the market represents a considerable business opportunity, which has been reflected in the increasing number of drug delivery specialists.
Drug Delivery Market worldwide (2010-14), total billion$
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)
Figure 1: Worldwide Market 2010-2014
Reference 1
Drug Delivery Market worldwide (2015-20), total billion$
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)
Figure 2: Worldwide Market 2015-2020
Reference 1
Major Drug Delivery Associations around the Globe
- Controlled Release Society
- Society for biomaterials
- Washington StatePharmacy Association
- Inhalation Drug Delivery Association
- International society of drug delivery sciences and technology.
- American Association of Pharmaceutical Scientists
- Japanese Society of Drug Delivery Systems
- Parenteral Drug Association
- International Association for Pharmaceutical Technology
Statistical Analysis of Associations
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAf8AAAERCAIAAAD63TkbAAAgAElEQVR4nOydd1yTx//A0/GttlW7h/21tlarbbWtuCFBXDiBLK2jApKAuMHRCiiQBEVRSRhVcdXiQpGNmxGWq05A3FuxDlBAZOV57vP74+B8eALWtgSR3vt1L17hyT2Xy5Pkffd87p57BEChUCiU/x6C510BCoVCoTwHqu2/fv36JUuW+Pv7BwQELFy40M/Pz9/ff/HixYsoFAqF8sKyePFiPz8//CAgICAhIQEhVMv+S5cuPXnyZH5+fn5+/q1bt/IpFAqF8uJz69YtovT9+/eHh4fz7b9w4cL79+837mkHhUKhUBqP7OzsdevW8e3v7+9/8+ZN/JhlWZZlEUL4L4VCoVBeRLDPyeOTJ09u2LCBZdla9l+0aBG2P1Y/AJAdKBQKhfKCwjAMAGCZHz9+fO3atXgLcCM/t27dAk5DQdqA51NlCoVCofw7eOcBx44dW7NmDaov8sPLzTAMbQAoFArlRQR34hmGwQ+OHz/+22+/1RH5yc/Px7kNBgOWPo37UygUyosL1IRzsOePHTu2du3aysrKWvZfvHgxGfXl7UyhUCiUZsCJEyfqGPX19/fHcX9qfAqFQmmW4MgP4sX9SeSH2p9CoVCaJcePH1+/fj21P4VCofy3oPanUCiU/yLU/hQKhfJfhNqfQqFQ/otQ+1MoFMp/EWp/CoVC+S9C7U+hUCj/Raj9Kc8E90pxcrE42Wh8KXid3xySmVcm1L4A3fhFea9VXyHGVTJ+6ilXrXPXMnn6G3nK69ZHnceK9y4wxofi6Uf7KYeIV06dB5nyn4Xan/JMEJXgJaJ4Cq4vv7HF2BqI6bh3j+Dtyy3EWG08WfPUyXuKu4Vc2n7z5s34+Ph169ZFRkZev34dr2dl/Lo4M1kbi5fBuM4AcOvWrYSEBFzytWvXjOuJHxsMBl6ZUHstReN3xH3AW329ziNGFmkHjv15laf8N6H2p/w1XFnw9FFeXn78+PGkpKTk5OTk5OTc3FyyaBRXUmQvsmIgMZfBYOBplHsDCjBqDMhGomPyEsZNCPdZ40I2b97cvn17gUDwwQcfbNiwoaqqCoxaF1IaWe4QcdoP46OEd9m2bduXX34pEAjef//9devW4WNirGZsf+M3C3W5G4waA/IUr2Tg/HIZhjEYDNwtqK7TC8p/EGp/yl/DcxB3y+nTpy0sLAQ1SKXSy5cvc3Miow4+T1L1KYynb95JA9RuFXjVw1uIrMHImzhbSEjI22+/LRAI2rRpo9Vqy8vLofY9LciNL0j9ud4sKyu7du3a2bNnL168WFBQQDIDwKpVq95//32BQNC6deslS5Y8fvwYagudVzHSFpKOv7H3cU7SYPDeDu/98pou8izUbhcp/2Wo/SnPBDEsV7UMw0RHR7/33nvE/h07doyIiMDPGtu2PrvxLI9qOtrcckhRpASGYXi+g7pOFHjVwCXgkhMTE0Ui0VtvvWVmZhYTE4P7yOStkbsgcUvmNgnnzp0bMWLEe++917Fjx5CQEO6PZc+ePf369Xvrrbe+++67yMjIiooKbt24AR9yBsNtI3l9c+4B5LYZ3PaGPMu9eRN5L/i0Bmo3Y8/wsVOaM9T+lL+A2zPlfR/u3r07b968li1btmzZsl27dq1bt/7f//7n5uZGduT2dqGurxPinBDUd+8gXmvxlO8kURu3g1xfZoRQaWnplStX8vLyLl26VFxcXOd7rPNV8IPc3NwePXoIBII33nhj0aJF3DyPHj26cuXKmTNnLl269OjRo2fpd5NjxX3XxseB+/gZ+/J1tp30p02h9qf8BcZyIR3MnJycvn37vvrqq127drW3t+/atatAILC2tv7zzz+hrh5rfeXzHtRXh2dRM9QT5DGmvobhGWsLANeuXbO0tBQIBB9++GFoaGideciWZ7kvXn3h+L9s8J5SJmlReAMMFAq1P+WZ4MqXCCUmJubNN998+eWXXV1d4+LibGxsBALBp59+unbtWhxF4bnp8uXLv/zyi6ur6+TJkydPnqxWq3Nyckj5+MGOHTvws66urlOnTo2IiCgrK+PlKSkpWb58+ZQaJk+ePHfu3D/++INbVfKi169f12g0kydPxjm9vLzy8vJwtpycnCVLlkyZMsXX1/fUqVPc9iAtLY2UjyscGhpaUFCAny0uLl6/fv2ECRM+/vjjl19++fXXX7ewsJgyZYq7u3tSUlJ5efn58+cDAgJcXV29vb2PHz+OjwMJ1GRlZbm6urq6uuIqubq6rlq1qrCwkHu0T5486efnN2XKlMjISADIzc395ZdfcH08PDwOHjyIc3KP8O7du/Ghw8WuW7euqKgI6joJA/rTplD7U54dXgf85s2brq6uAoGgZcuW4eHhDx8+nDVr1iuvvPLyyy/L5XIsSuKmkpKSpKSksWPHCmozbty4EydO4PIvX74cGhrauXNnbobPPvtsxYoV+GQCAKqqqvbs2ePu7t6qVSteUUOGDAkPD3/w4AHUfG8fP368ffv2CRMm8HKOHz/+4sWLABAbG4tn5rz33nvbtm3DZjx//vxvv/3Wq1cv3l7vvvuuq6trVlYWAOTn54tEIrz95Zdf5mabP39+aWnpvn37vvrqK4FA8Pbbb2/cuJF4/9KlSytXrhwwYACv8A8//HDWrFncBmzbtm3t2rUTCAR9+/ZdsWKFtbU1N/+gQYMSExNJsTdv3ly3bl337t25ed55553FixffuHGDfHbY/tw5u5T/Ms/Z/sYhBeMtJq0A5S/hxaOJOBITEz/99FOBQNCpU6ejR48CgE6na926tUAg+P77748cOcLtSuv1ehwi/+ijj4YNGyaTyaRSabdu3d5//321Ws2ybEVFxYIFC1q1avXSSy/98MMPMpls1KhRtra27733Xq9evdLS0nBNjh49amZmhu3WrVs3uVwuk8n69+//v//9TyAQfPLJJ5GRkXh6ZUVFxc6dO7/44guBQPDqq6/27dtXLpfL5fJu3bq9/PLLeGh69+7dP/zwA34LMTEx+H1t2LChVatWrVu3trOzk0qlUqlUJpNhlQsEgokTJ5aXl5eUlAQGBg4dOvTdd9996aWXXnvtta5du0ql0vHjxycmJlZVVe3fvx+/3y+//HL79u140PXx48dqtbply5YCgaB169Y2NjZSqVQul+NZpwKBYMyYMaSdi46OxnV7/fXXW7Ro0bFjR1tbW6lUSmpiYWGBb8DHMExgYCAee+/SpQuusFwu/+STT7799tuEhATeB0cGtP8LPPuIyFNChc3VQo1nf8SZmAG1nUIOPXcGN9Q15xrqaiEopoY7vQQffIPBsHTpUoFA8Morrzg4OGBnbd++HffcP/jgg5CQEDzNERMcHIydNWrUqIcPH+KNWVlZM2bM2LRpE8uy9+7dwzNHP/roo3Xr1pEdtVrt3LlzT548CQC3b9+ePXv2K6+8IhAIvvnmm+TkZJzn0qVLI0aMwNvFYjGOJl26dOmnn34SCAQvvfTSsGHDcAkAkJmZKRaLU1JSAGDXrl3dunUTCASdO3eOjY3F3739+/fb2dktXbqUewS0Wu0HH3yAO91nzpzBG8+dOycUCgUCwfvvv798+XJu/p07d/bs2VMgEHTs2DEqKqqqqgohtGfPHtx0tWnTZtq0aeTCiBUrVnzyySf4DCAkJARPEIqJifn+++8FAkGLFi369Omza9cunFmn07377ru4zunp6QihsrKykSNH4mpotVpShzVr1ri5ueGTFfI5PvvwyQsB73yUbOQGu8hG7gOiI+MJV8YHp7nOj2rUvj9CqKqqinu4gTMgZjy3hDt2x4s4N6dvcBOHe6jJg8uXL+OIyrvvvrt69Wo8U/78+fOjR48WCAT/+9//xo4de+fOHVLIypUrsf1HjBhx4sSJe/fukeYEjxA8fPhw4MCBOAjj7+9/79490kiQ+ZHJycm4m9yqVatNmzaRwlmWTUhIwHZ+4403cOORlpaGu8mtW7cmk1Axjx8/xq+ekJBA7B8dHU2mRVZVVT18+PBeDbdv3w4JCcExop49e+KWAwDOnTuH4z8ffPBBYGAg9yUSExNxHAb3/fGXfMaMGfgcxcbGBgdkMPfv31coFPj4WFpa3r59GwCio6PxKHrnzp2joqLIkU9KSurdu7dAIGjfvv22bduqqqoqKipkMplAIHjrrbfmzZt37949HP6Curr5zTLmw/1+kiEW45mvXI3wZmHxhEMaA972Zkaj9v1JwJH3kUDt4849A+A+5rbkvLMEiung/gaISuLi4nA3/7vvviPdagBYtGgRjoN36tTpyJEjZHtKSgru9r722mtt27b9/PPPg4KCSOcXAKqqqjw8PN566y3cNW7Xrt2QIUPIkAAmIiIC27Nt27aHDx8GztcgJycH21kgEKjVagCIiYlp0aIFDgdx+7/c95WQkIDjM1999dWOHTu48/1//fXXdu3a/d///d+nn376f//3f++99x5+6T59+pBzjtzc3L59++IWi3eusHPnTm7JAFBZWSkWi/G5iIuLC85GvsNeXl4vvfQSPqfJzc0FgNjY2O+++w4Hc3bv3k1Kzs7OJj19f3//srIyhNCyZctw49e6det27dr17t07KyvL2IncLlRz0hniDGnwOiukZ2m811MEwuuJotoXljcbGsn+5AtX37eQ+8mRF63zshfySTenr+8LAfej0Wg0r7766muvvebk5IQ7/pidO3d26NABa2j16tV4ug5C6NGjR2QYk4xzmpube3t7l5SU4H2vX7/u6OjIHbfs0qXLgAEDsPtYlg0JCcHbRSIRDu+QKl25csXS0hILVKVSVVRUrF69msTHjx8/zn0X5GdMeuhfffUVjs8AgF6vd3Bw+OijjwR10adPn9TUVLx7Xl4eifzw7L93717cQ+/YsWNMTAzDMFeuXMEnCm+//TZun4Dz+yJXHXfu3PnYsWMAEBsbiyM/33zzTXx8PDkvOXv2rEQiEQgE77zzjlqtxuG1u3fvzpgxA8e+MN98842lpWVMTAz3hXg/wGYA9x3V+b5YzkXOde5e33buWQLU/vI3Gxo77s/rjxgPA5Bs3Oshebpvfh9DU8b4e5+fnz9u3Dgc4fn222/HjRs3fvz4n376acKECdbW1jgq/eqrrzo6OuJhSbx7eXl5UlJSeHj4hAkTcD8aq9DHxwdHugHg/PnzO3bsWLp0KQ7IYHr16pWRkYEQCgsLw1u+//57rEhSsTNnzuAx0ldeeSUkJMRgMAQGBuLG4Ntvv8Vzabg/abxXQkICPiPp1KlTXFwcy7KVlZXOzs74Vbp167Zq1aqtW7du3bp18uTJH374oUAg6N27Nx6CBoC8vDw83/+9994LCAjgHqK9e/fiWUMdO3aMjo5mWfbu3buDBg0SCAQtW7acN28eLyCzePFiPBpsZmaG5yNxIz+xsbEk/+nTp+3s7PCLLlq0qLS0FG+/evVqdHS0TqczNzcnh+7bb79NTEyE2r+7ZtONRXUBAAUFBb6+vr/88gtXYnfu3PHz8xs6dOjQoUMdHBwOHjyIELpw4cKcOXPwxuHDh9vZ2U2dOhUff+BICaj9/z3c7xxpk8k5AYGcapGcxkMCzfLDaJqQQ00+PtItfTqfffbZrl27jM/SLl68uGLFijFjxuB2olu3btevX+e94t69e728vPD8HIFAsHjxYgBITEzEu7zzzjs4+E5KPnLkSNu2bXE3HEf5165di/d95513kpKSoK7vTHx8PG5mOnbsGBsbixC6ceNGnz59BALBJ598wh3I3blz59dff42bIr1ejzdmZ2dj1RrH/Xfv3o1Hfb/88ks8YR8hhEehBQKBvb09N8rEsuysWbMEAsFLL700cuRIHLWPiorC7dnXX3+dkJBAfg65ubk4gvTuu++qVKpHjx7xPi+9Xq/RaCwsLHAT6+7ujsecybFtZvaH2le0xcTE+Pv7i0Qia2vrU6dOoZrpJP7+/sOGDXNzc5s5c+aQIUPGjBlz7tw5PKLj5ubm5uY2ZcoUa2vrvn37ko4Fd+i4WQYbnsOMz6ecptW33Xgvav/GBNWOFHt4eLz55psCgeDTTz91cHBwcnJSKBRONdja2uIFzgQCgYeHB3bZgQMHYmNjSR8fAGJjY/GE0W+//TYnJ6ewsDAmJoYX6J8wYQKOZnh4eADAqVOnsG1fe+01b29v0u2trKzUaDR4sqlQKDxw4AAA7N+/H4fCX3/9dQ8PD5K5tLQ0JSXl+vXrLMvu3LkT2/+rr77Cc36uXr2K7d+uXbsNGzaQ8j08PHDfv1evXmTU98KFC7g+rVq18vPz49aczPn58ssvyZitRqPBAxs9e/bkDkUcOXKkf//++LTAy8sLH6Xo6Gh8XvLNN9/s2rWL2/cn9vf19S0tLS0pKUlISDh06BC3Am5ubq+99ppAIJg0aRK5XA6a13kzzwaYjRs3BgcHe3l5zZ49Ozc3F2+8dOnS6NGjg4OD8Y4ZGRm9evX6/fffSTwNAB49erR48WKdTkeuVOc2Lc2jveTRePa/cuVKamrq7du3ubOsLl68GBMTExsbe/z4ca4abty4kZiYGB0dHR0dnZeXR84P8LPNsh1uynAPfkFBAY48vPbaa1OnTjXOfPnyZawngUBgZWWFx4QVCkWrVq1CQ0NTUlL0er1er1cqlbhvLpfLb926dfz48Y8//njgwIEJCQmpqampqambN2/Gnd933nknLCwMAAoLCzUaDW4P2rVrt3TpUpwzJCQEz5hs3bq1v7///fv3AeDatWtOTk7kLIRkDggI6NKly/bt2xmGIVMwO3fuHBcXhxAqKyuztbXFe9nY2OBdQkNDSXvWu3dvEvcvKirCk20EAsHw4cOTk5PT09OvXbuGS8ajvh06dIiOjsbuPnDggJWVFc4vkUj27NmTmpqanJyMw2i46crMzMSHOjo6Gp9gff311/Hx8eT45+XlkcjPwoULHz9+fPHixa+//rpPnz5RUVGpqal6vT42NpY0SwEBAdyVq8kH2sx+QbiLTv7dtGnT5MmTT58+DQAMw8TExMyePZuctN3Kz586dWpAQAC5ugKxaM+ePYMGDdLr9eS0jHuQmqVzGsP+RUVF2dnZc+bMwXPUSC/m8uXLc+fO7dy5c8eOHfv375+UlIS/prdu3fLw8Pj66687d+78xRdfjBkzBl9MRGg2p64vEOSbEB8fj8d1P//88y1bthjnLCkpWbJkCdbZK6+8Eh4ezrLs8uXLcbeXy+uvvz506FAcRj9z5szQoUN5180KBIKPP/7Y29sbjx8AwIULF+RyOe6GGweaZs+efeXKFVKTY8eO9enT5/XXX+fl7NixI563k5iY+M033+CTGDwvEwBWrlyJgzxc2rZti+PyXbt2JXN+ACAsLOzzzz8n2V577bWgoKCKior9+/fjGTtt27bdsmULEcrq1au7dOnyxhtv8Mp/8803raysIiIiyHGOiorCM1bbt2+PRw7w9tOnTw8bNgwfPTzqe+vWrVGjRpGhFMIHH3zg7u5uvOB287MYMprVs2nTpilTpuDZUyzDhq1a4+LsmpKix8/euXMvIGBpSHDI7fx8vOXmteu+3j7Tpk3jdvyNi60fFoABYI22MAAImurxbkj71/fF2rt3L17SRCwWx8fHkz5+XFycj4/PzZs3z5w5IxaL3dzcrl+/jhDatGmTtbV1WlrazZs3Dx06ZG1t7ebmxp1YwtZ/0QptFUwB+RkwDLNo0aJ27dq1adNGIpFwx8e4f1NTU7/88ss2bdq0bt3az8+vrKzs0aNHgYGBrVu3btGiRcuWLVu0aPHGG29MmTIFnwsCgMFgyM7OtrGxadGiBc7TsmXL9u3bx8TEcAMXAPDgwYOtW7d27dq1ZcuW+DrYli1bduvWTa/Xk/AO+XrcunVr2rRpH3/8Mc7ZokWLDh06rF+/Hpe5d+9eS0vLNm3a9OjRgyycUF5eHh8f379//zfffBPv0qlTp/j4eBcXlzZt2lhZWWVkZJDKlJeX+/v7t23btlWrVi1atGjbti02dUZGxsCBA9u0acNbO7qiouLs2bNubm5vvvlmy5Yt33jjjRYtWrz55ps///zz3bt3uYGInTt3WlhYtGnTpk+fPomJieSLfe7cuXHjxrVp06Z9+/aBgYFlZWUsy54/f37cuHH4wOID0rZt299++40ckBcXVFcCYAFYhBhADEIMYhmEEAuIRcCwAAC/h4dPdnXNO50HAEwVu/LX1c7KyWn6dFzm3Tv3Fi1aHBIU/Gf+bbwlenvkyGHDU5NTqmf4AGucoDoZKw4BVAGUA1QCYqH6R1CF2EqASgBDzUZSeTD65/nQwH1/VHsBd/y4sLDw/PnzGRkZLi4uMTEx5BLQgoICcua1bNmyBQsWXLp06e7du4sXL/b09CQ/GG9v759++olMKufN30Kc8WGGYQoLC8kMQkqDwA2AVlZW3rhxIzc399SpU1euXOFdjUH+lpWV5eXl5eTknDp16ubNm/gDKikpyc7Ozs7OzsnJycnJOXnyJPn0SSE3b97M4XDmzBkiRG5jX1lZef78+ZMnT+ICT506RdohMJrkd+/evdOnT5Myz507R5qT4uLiixcv4o3FxcXkggaDwXDlypVTp07h8i9cuMAwzJ07d3Jyci5evEgGWnG1CwsLuRXGK0WXlJTgGp47d66oqIg3cHL//v3s7OwTJ06cOnUK78hd4g3z8OHD8+fP5+TkXLhwAS/Wht9URUUFrltubm5+fj758ufn5+OisrOzT548mZuby2s1X1DqUj/UiJhlDJUGQyUglmVZA8sQL2zasmnqFNec7FMAwDLsil/DnBST9GnV9r92/YZC4bxs2bK7d+8CwJ3bf86YNn3wwEGF9+4DAAJUk1io5f367Y+qgC0HVIUrbGAMLKoCqAKoBKgExHDtX/0umpn9eernzSy+evWqk5NTTEwM7sVzSy4pKZk+fbqfn19xcXFubu6sWbOCg4PJpUARERGzZs0iK73wJv/cu3dv165dGzduDA8P37x584YNG8LDw7nXH1EaBMS5fpK3HWo+l6dE5J7+RXrGU2zyKk/JQLI9fWJ7nU/93fG9Z1m0+SkvZwzLsrz7XPIKgbrObptfJOepPFEoQohhGRaxCBDD1vostkdumTHD9eqVC/jftPSMAYMGByxfhv/dl5Js1rvHxq2byisrAGD33l2jfpQHheiMvloIEKrVHCBUT3OEhx0QDvdUIcQCQsiAUCVAFQA+n3jSgDQRGtj+3An7ZF/84MyZM46OjmTiB+JM0oqPj5fL5fjKlKNHj06dOnXp0qUk1JOYmOjr65ueng513ZmouLj45MmT6enpGRkZBw4cCA8P1+l03KtMKQ0FiYTyrtLgPsW9+S33Wbb2VX5ceFdj8nKC0feKNP9gdMsXbk5uL4FXH7b29UG8todbW25+qH1WwZuIzMvDfTu8l2ONrk7iHSju8URGP0ByRzNu+caPjXdsFhCFAgJgETAIGVhgELYysAwTsyPSRan44fuuH338/pAhg9xmzb587Vp5eenykODBw4aOGzd23LgxA6ytf/FZcO3PWwBQXF42c94vI0fLbxXc/Tc1YwEqa3r7eASAQQyLDAAsoOq+PvNkKOC59/sBTBH35/10yTfy7Nmzjo6OMTEx2P7kW56YmOjg4BAWFoZPfg8cODB58mTuMgCbNm1yc3Pj9v3xr6vObtqRI0e2b99+6dKlf3xEKMZwPWh8myquIknfnDwLHHui2r1yDPdOjbx2hfsVIqVxfU2+Ayxnanad8ShufXjfUp5kuYLmNUW8uzDydjd+R3UWZfwUr3rc94s4LVOdpXELMW6Vmx217I8AGEBVLCKfH8sa4mNjpk+e7OLiMnnaNCelcp6Pb/b5q2UGuHbv0SLdKukYB8mPDlPmeOdcu1OMoKgCXXtQHhoe9eum6EcAheXwgJcq/joVVkBBBdwvh7tlUFAB98ugsBwqABhADK5aTdiHATAAGOqJHzU+Jhn15X6buXHJyZMn79+/H//LsmxhYeGuXbvmz5+/atUqEuXPzc11dXWdOXMm2eLu7j5u3DiysCL5utcZZzh48ODWrVvPnTv39w4D5akYywtqrxgMRu6GulzPctbzMLYhubob6ln5A6DWyR+qx+akJshI37yXhrrOHrirmSJOZ5zb2+D2vrkLitUZGeM1mdz3wq0Vt0q8A0h25N3KmHsEuO0B7/g0B2qCPYBq2Z9FwKDq3jTL1tGlPnerMHLPH+FxB7bsPBq5PydGfzYm7fyOtLOb9hxfG39wbfzB33cdj0g6HZF0esPOE2vjjq6PO74+/gRJ6xJwOlY7HV2X8Me6hGM1f4+ujz+yPu7Ib3FHf084+Xvc0Q3RGdkXb5UzOP6DyDuosT+qPh143phkxif3NwMAhYWFR48eXb9+/eDBg319fffv35+fn8+ybERExLfffmtvb79v376MjIzMzMzbt2+Xl5evWrVq4MCBGzduTEtL27hx47BhwxYuXMi9GqDO18IcOHBgy5YtZ8+e/QfVpjwFVNOl5amW11EFjgTZ2vfX5XVXcbHEjFyfGguRWzLXcTxB83TJ61zzTha55QNHr9wKc3VvXJpx+8F7C3U2h6QE4+MJwG8euM0ht2TeR0P+spyRg+Zsf9ybRsCwwLDAACAEBgaxNe+YBXhUCVmnr01bEDZ8gteQ8Z7DHHyG2vsOsVcNdfKzdlQNnOAz0MF3kKPvIEf14Il+Ax00/SeoBzsuGujgN9Beg9MAe01/B5JU/R3U/R3U/R1UnOTT30E1wMF3kL33YPsF1vbegyd4Dxzzi5Vkyppt+wrLGN47YPAJAbDN0P7kB8k7909PTx8xYkT79u0/++yzzz///Jtvvtm8eXNZWZlWq/3444/btWvXqVOnTp06denSBV+jX1BQEBAQ0KlTpw4dOrRv316lUpE76nFfCD/m1TAzMzMiIoI7A4TyL+EqmCiSzI0hS3Zz/cXbwi2Hu7wHKZCtPdZfPBAAACAASURBVNrJLYGcEHC/XTzJAqdh4O1uHCTk6ZV7oyvyFHmD3NaCtAqkqrz+NbcxQE/t8pMfCO8Uh1TYuFXgFsJtces7DUK1W9kXGFRXqpl+gxAghFgABkElC5UsIAADQlfvl2/cfdrFe8PQiQutxvkO/MlvwISFAx2XDHAMsHRY3M9hiaXD4v6KZf0VS4X2i/tO8Bc5Lus3MVBkv1TkuNSSk0RP0hKRY4DIMUDkuKQ6TVwimugvclwiclxs5bhwgKOmv71KNNa7t517z2HKlRH7C8vxR//kfTRn+0M959qPHj26ePHimTNnLly4cObMmby8vMLCQoZh7t27d/HixfPnz+fl5eXl5Z0+fZrMeyspKTl79uzp06fz8vK49+qr7wtNNmZkZGzevPnChQv/4FhQ6oTXM+VaiWdDY+MQDRkbFmq727gEVHulP25OblFc1/MaFd7L8aIoxvWp7y0bTzLm/uXWhxeW4VWD9zbrPJ68+vAOCO+DqPNUhruxOfDE+Jx/gQVgWaYKsQaWZRkGMTUjrgaAE+dvLAiOHOYcYOW42MpxyQDF8kHKoP5OOquJWisnnchJK3LSWjkHCycGCp20Iiet0ElnqQzp5xwqdAqyVOgsFVpLhdZSobNU6ERPSUqtSIlzBvZzCujnuMhivKqn3MvM1t1cNmN1VNr9sppTkZr6I8Dzh9gmcgFYw0d+/sEu/7Jw7sbMzMzNmzefP3/edHWg8DA2o3GGZ/9W/GVpT9nl6fn/VjXqq1KTyvmXP4dmAYtQ9SgpevLuWAADQlUsU8myBhZVT6usAjh2MX9e4Mb+E+b3Ha8STlxq6RTYTxnUTxlkqQgSOVWLW6jQCl10QkWghVJr4ayzcNYJlUEiZZBIobNUBNYkrVHSPUnKIEulzlKh7eektVJoze39e/7o0320t5nUs5vdnD7SGWFRaQXlnG5/zQVfUD1wXdMaPFeaw13defbfsmULtT+F0lxgEWJqJt5zr/VlABkQY2ARCwAMwLWCssjkP6YvWmetVIscNJbKpSKlFuveQhlEklCpEzprzZ21IqVW5KwV4oRzKrWWiuUi5XJLxXJLRaBIqbXEqcb++LxB5KTtp9BZKXSWEwNFDsuE9kt6jVWbjVrQbdQCM6mXmXhuT/G0VTtSH1QY2b+6CWMBUK0TmucEtT+FQmm6sIhhEUNGe2saABbVBMUAoIxls7IvLlodO8ptmXC8l8hxoZWLVqgMFCq1QoVOqAwSKkOEyhChMlhYY3+hUltHN1+ptVQECp0DRYpAkUIrVNYkRZBQESRSBFlWJ10/hc5qolZov6zvOP8eP6q7j/Y2G72gm3y+mczTTDKnl92UsB0p1P6NAbU/hdJcYRDDAoMAX0mLEAB+gFdgAIBKFvTHz09Vrer/k4dogq9oYoBIqRU6B3H6+yFCRahQESJShIgUwSKFTqTAIfs6gjxCJQ4E6YTKIAtlkLkyyFwZZKEMtlAGWyiCRcoQK+dgK2WQpZNWaB/QZ+yiHqNUP8gW/CCbbzbKq5vcy0zm0UMyu4/d5NXU/o0DtT+F0lxhgUXAssCwgOfzIwaxLAIGoBzgzsPSXQdPT9P8ZmW/wHLiIgun5X2dgs2dfzV3Du2rDDZXBJsrgs2dQnGycAoVOoUInXRCJ61QEShy4qbqkE71LjWprzK4ppwgc6cgoSLIUqETOQUKJwT0HqvpLvfuJp1vJp1vJvPsLvc0k3l2l3r0kMzuK566JqquyE/1P9T+DQe1P4XSXMHGZ5EB4VUTgEUIWAADQM7VAm140thZwQMmLhI5LRNNChW6hAknreurXN1XudLCeYWF868WzissnFfiJFSuFCpXCJW/Cp1DhM7BlkpuCrFUhgidQ4XKFRbO3PSrhfOvQuWvQudQS+dQS2WQucPSXuMX9fxR1WPUAjOpR3fpvF5yz55yz+4yDzOph5l0Xnfx7L7iaWt26Kn9GwNqfwqluVId6EcGxOLFMhFCgAAesbD8913DJwWMnLFqmNv6QW4bB7hvHThr++BZkYPdtw1222LtvtnafZO1+5a60ibrWRuHuG/Ef4e4b7R231RP5s3W7puGuG0a4r5x+KzwQVNX9f5pyQ9y3x9k87uP8uou8+gh/bmn7Jdeco8eMo/uUo+eEo9e4tl97Yzs/+T6ZM6Mz+ctV2p/CoXSdKmJljOAqoCtBMYAAFUAt0rAN2yPrfvqUb7xdr57bFXJdqpUW58kifc+uc8+ufdeme8eqe9uqe++utJesWqv1HevRLVX4rtX4rtX7Ltf7Jsk9k0yzin13S3z2SXz3Sn3jRs6O7zXhGVdpT7fyRZ0H73ATO5pJvu5h+znnrJ5PWUePY3sj8iKnv+R+f6ND7U/hdJcYWouagYwAFsJTCUAVAKcv8Oo1qVJPbdK1HttNXq7RQdtNZl26jSZb8qP6pTRmhS5OkWmSZGp9TK1XqZO56Q0qUYv0eil1SlNqkmXaDIkmkyJOlOqSa/ZRS9Tp8o0KTK/FJkmaZRm/49+e4fP3dpzwrIuUu/vpAvMRs3vJvMwk/7SQ+7RU+7RU+bRQ+rRU+LRs077AwC1vymg9qdQmivVgR4cLserJABUAZy7U+mzNt1mXqStar+NRm/jl2mryrBTp0lUyTJ1klSVIlGliNUpYlWqWJUqVulrJXUqJ+nFar1YnWanTher0sVqvViVKqlOKZKacqTq5FF++4b/vK3nhGVdpQu6yeabyT3NZPO6Sz26yz27yzx7yDy7Sz17SDx6iGf3FU9bu0P/sKK63vh9wJMHTy5ee75Q+1MolKYP5xJZAAPAxXsV3uvSR3jEijWpdhq9rTpNrEqXqLHZU8SqFLEqtbbl/zLhZiBVrE6VqFIl6mSJOkWiSpWo8PYUmSZp+M+RveyXfyed313u1UPm0V3m0V3maSb3MpN59pB5dZd7mck8utfYv6iCK0/W+I08d7dS+1MolCYMWcWDEzAxAFy8V+69LmOER5ydWm+nTrNTp4nVaZJq46eI1Sl/U/21kkSdQuyPzwyM7O/Zk9hfNt9M5tVD5lltf8nsvnbU/o0FtT+F0myh9jcZ1P4UCqUJQ+1vMqj9KRRKE4ba32RQ+1MolCYMtb/JoPanUChNGGp/k0HtT6FQmjDU/iajke7txb19HfmXl5936yXjcurcwis5MzNz69at1P4USjOB2t9kmOS+vsBROTK61yu5lXZ9JTxjydyN+DbZAJCRkREREUHv60uhNBOo/U1GA9sfmx0LGnuZWP7BgweXL18uKSmpqqrCskYIPXjw4PTp06dOnTp9+nRBQQHJX1xcnJeXl52dnZube/fuXW77wb1zN2lgyH2309PTt2zZQu1PoTQTqP1NRkPan+ti0gYAQGVlZX5+vkaj+eGHH2JiYgwGA85/584djUbTsWPHDh06fPHFF7Nnz7569SoAPHz4UKfTderUqUOHDu3bt3d1dT137hy3fIPBgAs3PofIyMig9qdQmg/U/ibDJHF/0vHH7N+/f9q0aQqFwtraeseOHeXl5Xh7eHj44MGDt23blpGRsX79ektLy2XLlgFAXFzcoEGDfv/994yMjMjIyEGDBnl7e1dWVpICSQiIPCBPZWVlbd68+ezZs3+32hQKpSlC7W8yGrjvT9TPDfdfvXpVr9cnJCQoFIr4+PiKigoAyM/PV6lUc+bMIbu7urq6uLhkZWUFBQXNnDmT6H727Nnjx48nQucNIfBqeOjQoW3btl26dOlvHgcKhdIkofY3GQ0f+QFO35w7Qnv16tWJEyfGxcVhrR84cGDWrFlr1qwhu69evXr+/PlhYWHz588PCQkh9t+4ceOMGTPS0tJI4dy4/8OHDzMyMmJjY6OjoxMTE9euXRsUFHTo0KF/ekAoFEpTgtrfZDT8nB/eDE7y75kzZxwdHYn9k5OTlUrlihUrSFOxfft2rVYbEhIyffp0rVaLTxEAIDEx0cfHJzU1Ff9L7I93LCoq4tlfp9MdOHDgXxwTCoXSZKD2NxkNP+eHqJnMw8F/8/Ly7O3tY2NjsdaTk5OdnZ3DwsLIvuvXr1epVIGBgTNmzAgNDa2qqsLbt23bNnfuXGJ/4zn+XA4dOhQREXHx4sW/VW0KhdJEofY3GSa51tdY/QBw7dq1SZMm7du3D/97+PBhZ2dnjUZD9nJ3d586deq2bdvc3d09PT3JFH5vb297e/uTJ09yy+cVTsjKyqLX+lIozQdqf5Nhkjk/vFHfsrKyP//8Mzk5WSKRhIWFXbp06dGjR0VFRb6+vkOGDDl48OCNGzfS0tIGDhyo0WiKioq0Wu3AgQNTU1Nv3Lhx8ODBESNGzJ079/Hjx7g048vEuJWkKz1QKM0Kan+T0fBzfoDTAOB/MzIy7Ozsvvjii7fffvuTTz7p0qXL5s2bAeDSpUszZsz44osvOnXq9Pnnn3t5ed2+fRsArl696uXl1bFjx06dOn3xxRczZ868cuWK8atwt5DH1P4USrOC2t9kmMT+AEAiPwBw586d1NTUxMTEffv2JSYmJiQkXL58GT919erVhISEuLi4+Ph4/IqYW7duJSYm4u34EjDyEtySyUbymNqfQmlWUPubDBNGfsi/z74vifUbY3yFV50vQe1PoTQrqP1NhklWeSOheeOWgCwCQbZAjdnxsg3cXUg5ZAvZt74GhtqfQmlWUPubDJPYn+dlMkETzwUyGAy4heAOEnDnCPGe4k7xxC0EL/hD7U+hNFuo/U1Gw0d+eHYmZwPccwKWZXEbQPxeWVnJPWPg7ktaDvKY7MvLD9T+FEozg9rfZJh2vj/vVIBbILcx4G3HS3iCUXgHF4tL5sWXSDnU/hRKs4La32SYcJU37kZSFLcXT/6FmsaAlMDLX98Yr/EWan8KpVlB7W8ynsN9fbkqB6g1NlBf/r8skDym9qdQmhXU/iaD3tWdQqE0Yaj9TQa1P4VCacJQ+5sMan8KhdKEofY3GdT+FAqlCUPtbzKo/SkUShOG2t9kUPtTKJQmDLW/yaD2p1AoTRhqf5NB7U+hUJow1P4mo7Htz7tql3tZL3nAveKX+y/vGjG6zg+F0vyh9jcZjWp/4zUbeLrnrerDe0zy4JU+SbHU/hRKs4Xa32Q0nv15yzjzSuYpnmzk/iVrAdE1PimU/wrU/iajkezPW6zNeIVO0q/nrg/KXSmauwwcGJ0ckBei9qdQmhXU/iaj8fr+XJsbx394T5Et9bUWvJLJY2p/CqVZQe1vMhqv72/cka8zW3278+xP1/enUP4TUPubjEbt+wPnhi11llxfq0BKqHOwl9qfQmm2UPubjMbr++OiuNN1Hj9+vGXLFmtr6wEDBgwaNGjt2rVFRUUIoYqKiri4OBsbm/79+w8aNCgkJOTBgwd4F4ZhgDOKQAonL0TtT6E0K6j9TUajjvry7t61a9cusVg8ZcqUefPmOTk5DR8+PCEhAQAyMjJsbGwUCoWHh4dSqbSyslqzZg23nPpOAoDan0JpZlD7m4xGjfzwwj4+Pj7m5ub42fLycqFQqNFoKioqQkJCxo0bV1xcjHNOnDhx3LhxN2/exDlx978+Dh8+vG3btosXLzZUtSkUyvOE2t9kNHbcnzvbJzY21t7eft26dZGRkevXr3d3d9+zZ8+VK1d8fHyCg4MrKytxtrCwsEmTJmVmZpLdydxQACgrK7t06VJOTk5ubm5eXl50dPSaNWtOnDjRUNWmUCjPE2p/k9Go1/rySquoqFi6dOmrr7764YcftmrVKjw8nGXZo0ePTpkyZfny5RUVFThbbGzsggUL0tPTyY7c4M/9+/djY2NXr169atWqdevWBQUFBQQEcDNTKJQXGGp/k9HY9icFMgyTnZ2tUCgGDx68fv36Xr16DR8+PCcn5/jx41OmTNFqtcT+MTExnp6eer2+zjJZli0rKyspKSktLX38+HFKSsrGjRvPnj3bgNWmUCjPDWp/k9FI9idX8JLR2uvXr6vVajc3tytXrjAMc/369XHjxi1cuHD//v0zZsxYunRpVVUVzhkcHKxUKg8ePEiK4o798maIZmVlbd26lcb9KZRmArW/yWjUOT/cy3fPnDkzZcoUDw8PkmfkyJHjx4/Pycnx8vIaMWLEnTt3AKC4uPjHH390dHS8e/cud8SYOwDAreeBAwe2bt1K5/xQKM0Ean+T0aiRH+7lvkVFRb///nv//v3t7OwkEsnQoUNtbGwiIyPLy8sPHjw4duzYAQMGiMXiAQMGjB49Ojk5GWouGCaLwZFeP7f7j/v+586da8BqUyiU5wa1v8l4PnF/7Os7d+6Ehoa6uLg4OztPmjQpMTGRzPM5ePDg9OnTXVxcXF1dk5KS8Ebu2QMJ+/BWf8vIyNi8efOFCxcasNoUCuW5Qe1vMp7Dvb2wxJ8+bb/OvXgX9/IuIKD2p1CaIdT+JqNR5/tzl/rhzv/hZTNe6ocb3zfekV7rS6E0W6j9TQa9ry+FQmnCUPubDGp/CoXShKH2NxnU/hQKpQlD7W8yqP0pFEoThtrfZFD7UyiUJgy1v8mg9qdQKE0Yan+TQe1PoVCaMNT+JoPan0KhNGGo/U0GtT+FQmnCUPubDGp/CoXShKH2NxnU/hQKpQlD7W8yqP0pFEoThtrfZFD7UyiUJgy1v8mg9qdQKE0Yan+TQe1PoVCaMNT+JoPan0KhNGGo/U0GtT+FQmnCUPubDGp/CqWJgL3Av7Ed1KeJF+Cn2RBQ+5uMxr6rO3lc361963tF7s0djTcSMjIyNm3aRO/rS3nRwFIwABieCK8mYVswLCAECLEIa7D++5vyiza6ITa5PyonIW7iPlPf9ppUq6r8JxrkwOC6U/s3NI1qf+4Ne/Hj0tLSsLAwZ2dnJyenSZMmpaenI4QYhsnKypo6daqTk5Ozs3NkZOTjx4/rrAz3xu6YjIyMLVu2XLx4sQGrTaGYHgTAABgAqogpiPpZBAYWMSywLLAsi1gEAJVlj3fGRc/3nJeZnsYwBoTQiRMnfH19XVxcnJycnJycgoKCb9y4ATW/tRrbwxP/8+3PksSRFMvZTs5OSKL2p/Z/Nsj93PHX8c6dO6tXrx42bJhYLJbL5WPHjk1OTsZ1Gj9+vLW1tVwuHzRo0IABAyIjI0khPONzCwSAzMzMrVu30r4/5UUDS4GpW6kIGAZYhBCn/3Q6J1dia/vh+x+EBoeWl5cDwMqVYZ9++plVvwEymVwuly/2X3Lt2jXg2B934HGJRvaH2n18eNJUPEmknkT91P7U/s8AdjTDMLh3DwDR0dHDhg1LTEzkZisvL1+xYoWdnd2dO3cA4NGjR6NHj7a3t7979y7OQAqps3qHDx+OiIig9qe8gCAEiOVKoXb0BbEGQAwAAwDXr9/Q6UKmTXcbPWb8toiox6VlALDi1zCZ/MdbN//kFwo1fXsWEE7/6meNuE0Uv6YNLjVqf5PRqPbH1sZlsiwbHBw8YsSIrKysY8eOHT9+/NatWwihK1euLFy4cOnSpZWVlXhHnU7n7Ox8+PBhXmm4kMrKyvv37+fn59+6dev27du7d+/+7bffcnJyGqraFEojQII8DL87jbvdDLBVwFYBGACYioqKLVu2zp77S8bBI0rXqZs3RzwuLQeAFStWmZsLw8PDjx8/furUqZKSEgAcLKrVqlQ3A9wwPnBUhOr6y32AgNqf2v/vQbyPO/4lJSUhISHff/99p06dOnTo0L59e7lcfurUqezs7KlTpy5btqyiogLvGBUV5enpmZmZSYrC3X98Pnvv3r2oqKjQ0NCgoKBVq1bpdLqAgIC0tLSGqjaF0gjUYX8yEoBqElMJwCCEkpNTFizwycg8cPve/akzZ27bvr2ivBwAdmyP7PJtl88///zLL7/87NNPtcsDi4uKAQBYhBgWMSzH0CwgpuZEgAWo+YvPEYCtVjw5ayAbG97uz3BoAKj9TcFzGPXFZT58+NDb23vYsGHp6el//PGHXq8XCoU///zzvn37pk2btnz5chzKBIC4uLgFCxYQoXMmLADLshUVFffv37958ybu++/Zs+e3337Lzc1twGpTKI0DR624IaiqSQYAFpABAB48KJo5093JSVFeXn7zz3wXV5fwjRtKiosAoLj44dmzeceOHcvMTF+2NEAktNiyZXN1wTWWZ1kGIaY6cI8YQIbqwnljuXXav54JqSY/KADU/qagseP+5N/i4uI5c+bIZDKyxc3NzcPDIzY2dvr06VqttqqqCm8PCwtzdXXFfX8yblxf3P/QoUPbtm2jc34oLyRPgj6G2upnoObbfu7sRevBw1q1atW/f78evXp++NGHHTt28F/sn//nbW5Jd+/ftexnqfbTMCzLIKZmuBcxiGGAxaMANW0MU3tol4wG1z0l9HkdE2r/BqexIz9E3FVVVUuWLBkyZMj9+/cBoKKiYsyYMZ6enmfPnp07d65MJisuLgYAlmUnTJgwbtw4Uh/OBAbEKxNqrvaio76UF5InUfUn9kdgQMCSwduCew92Je7W6bT+/ot++WVOz15m8tGy2PjYh0VF3JLOnj9n1qP7osX+LEI4MSzLCfQA+2SKJyJxp6en5xL4ofY3Hc/H/rjY48ePu7i4jBkzZs6cOePHj5dIJLGxsSzL7tu3z8bGxt7efs6cORMnTrSxsdm2bRupTJ3ep/anNAcQIBbhGRIIVaEnYRnEImBqXdkCAFD6uNhJ4bA1YgvWoj5NP2fOnLlz5syaPWvU6FHTZ0w/cuRIdcF4nnStEWXEi+TUagCqp/2jWupHiCXzRI3E0LBRYu4xqS6e2r+heT7X+hJrp6Wl2draDh48eMiQIfHx8fhZg8GQkJAwcuRIvH3btm081/Ou8OI+pis9UF5cEEIMWx3kQYhBiAXAHXeEAJiai3wZBAYWAOBh0YP1G9YfOJiFEAsAsbExw4cPGz5i2PARw5RKxc1bN0xUT7bG/k8PwzYM1P4mo7HtT74rZNLOM+6IM2PvU/tTmiU4PsPdghBiGJatmaGJzVHJIAMAAJQzUFTOPnhcVVBSfr+47EFpVUkFKqlgiyvYkgr24eOqwkcVBSXl9aX7j8rvl5Tfw+lRdbpbUlGdHpXfLSm/SzKUlN8rKS94VFZUWlHFVEdf2RpMeFCo/U3G8xn15QXruXnqfEXa96c0e1hABmCZmgmZ1dGZ6qn6CLEMAMsAwstBlBqYawWPUo5c+y3mcFhkZtj2zJUR6WuiDm6I+2N97JHfYo+sjzmyZseB1ZFZ9aWwyKxVO56klVFZK6MOrIw6sHLHQZxW7MhaGZm5MjJzVWRmWGRmWGTmigj92h1Jf+ReKC2rBKMxAFRrXlDDzQ6i9jcZjWp/qJn0SSbs47n/eCPeQjoUxpm5J5jcdoLan9IMYICtRAZsf5YFMi2TuAIBVAEwAHdKq2LTsmf5rx81dZmdS4CNy9KRrsvEU3W2U7QjXJbaTF5uOzlw5KRlNq7L/yJNXj6SpCmBI6ZoR0zRjpisHTFZazNFN2Jy4AjXZSNdl9tOXm47eZnNpCWDJvjYKb136v8oqzTAk+g/OS9HCFH7U/sbQXrueGlP3rAtmcfJzczdyM1pMBi4LQRQ+1OaBSygKmAYABY9ufQKECAGGKZ6BTgDwN0yZn1c5uiZSwY5qi3Gqyzt/UX2S/pNXCayD+g7bpHFT4stHZZaOiw1/8lfaL9EaL9EOKG+tFho729h728xYYnFhCXCCUvM7ZeY2y8xn7DE3H6JEG+0XyyyXyya4G8xXtP7R5+uI9wt5O4JqccqWAA8MswC6cOhaqHVOVfoX0DtbzIate9vMBiwtXlxG24Akat+ACBL+gAn6G/cWpDSqP0pLygIEAssi1i2ZmYlYgEv58zUTNDJu1kQ+Psu8eSF5mM8LSf6WznrRIogS0VQP2WIyElnqQiycg4WOen6KUNETkGWiiBLRZDIiSQd52+QyElrqdBaKrQiJ111UuhECp3ISSdU6GpKC7JS6IT2S3uPXdhjtKqrzc/9xvwcn3KsnEEA1XNFa0drqf2p/esC1Szuxu3Xc6/e4tkfALhNBbe/jxB/mU/yKtT+lBcW7H8c22dZ1mBgDAYWsQCVAHcfMfuO5Hnptg938rMY62PpGCBSakUuob2ddH2dtCLnIEtlkKUyyNI5yNwx0MJJazXpV5EySOikEymDREqdSMH7GyRS6iwVOktFjfSVuuqnqvNoRYpAS0Wg0CGg91iNmdy7m9Sr68i5/cfOS0g9Tuz/RGnVbUB91wn8q6NS/QrU/g1NY8f9geNuzjljHUO4XMXzYkRQe+CX2p/ywoNq4ugsXtHBwKKqSrZ6GOBKQfmvEan2s4MHjPMZ4LBkoDJIOFFroQw2nxTaRxnUV6kVOWN3B4qUWqFCa+G0vJ9LkKWzTqTQipRakVJb/YD7V1nd968+AyDZFDpLZ20/hVboGNBn/MKeP/qayb26ST3MpB7fjZzVf8zPifoTFWyN/RHU/j1S+1P710Ptk8S/nuFDKlBfnMd4C7U/5YWkJtqDo/4Iqud0lgJk37ofvC11kL235XjNAMcAK6flVkqdUBFo7hQodAm2cA4WOgcJFYFCRaClUtfPOcjSWWfprLNwWi5Sai2Vumqt1510ImedyLk6j6VSa+ms7afU9lMEihwC+v60qMcoHzPp/G5Sz+4yzx5yr+9tZlmNnZOQerQCz/isbrDwH8R5D3Wmf3FkAKj9TQG9ry+F0mRAAAgYVH2Bb3FlVXLOZfflW/s7qUUOS0Q4UKMMFCmXWSqXipTLLBVakSJIRKI3z5yESp2FMsjCOUQ4KdRCGWSh1AmV2n7Ouv7Ouv6K5cIJi3uM8u0xyreHzKe7bEF3mVd3mWd3med3NrOsxs3l2R8A/qqbj/7VGQC1v8mg9qdQmgSo5uaKVSxUADyqqNyecmTsL8FWTovMHZeaK0P7Oq8wdw6xcNYJnZeLlMtEykBLp2CRIlSkCBEqg4XKYAtOIluEdSULZbC5c0gfZUgfRUjvUd3s2wAAIABJREFUiUF9FUFChc5SobN0Wi60X9xnrF9PuU8PmU8vmU8v6YIe0qfaH4Gx/Wv39qn9gdrfVFD7U5oHLAADUAFw4c8y/1Uxtq6LrCb6mzsE9HUK6atc1Vu5uo/zyr7OwX2dg8ydgyyUoRaKVRaK1RaKlebKX/9W6qv81dxlpbnLqj4uK/soQywmhYqcg80dl/Uat7DHaN/uMu8ecu8e8gU9pQt6Suf3eHrfn9qf2v85Qu1PaQagGvVfuVMWsGa3ZHLgcNegkW7rh7pvGjJ7++DZOwbPjhw8O8J6zqbqNDvCelaUtXuU9axI69lb/0EaPCti8Jytg2dvGjpn4+AZa3s7LP1hlE832QIz6fzusvndZfN7Sudz7O/1ve3s/uN+SUg9VsFUy4van9r/OUPtT2kG4I5/OcDxi49maiJ+nL1hvHeczCtB7L3HzjdJ7JMs9t0nVu2W+O6U+u6U+O4U++6T+KRKfFLFvvslvnukfzNJfPZIfPbIVLvl6p2j1PE287b0cVzWVTq/m2xBd/mC7rL53WVePaVePaVePWSeNfaf23/cvITU49T+1P5NBWp/SjMAARgAShAcu1zuEbRvjEfUaO+9Mt8UqSZdokmXqPUSTbJEs1+q2SfT7JNqkiQavUSdJVFnSTRpUnWKTJUiU6XgB1J1MnlstDEZb5SpU2TqFLlfyuiF+8cs3CXxiuzrtLyLdP4PsgVmci880ttT6tlT6kntT+3fdKH2pzQDEKAqQEUIjlyunKPbL/45WuqTLNVkiv0O2GnSxOoUsTpZot4vUe+TqPdL1Ml2ar2tOtNWnSlWp4vVKRJVqkSVaqdOlaj0duoUiUpvp06tayPOqa9JKVLVvlHqnZL5UeZO2i7S+T+Mmt9N5oED/Tz7f2czx2rsL9T+1P5NCGp/yosPYoFhgH0EcOhKhXtQst28OIk6Xex3YKQ6fbhvsp0mWaxJkqj3YfuLNUm2mhQbTbqNJsNOnWan0YvVerFab6fRi6v/ffrGNHG1LvVSVZJcvVuyINp8oq6rbEG30fO7ybHuPXrKPHrKPKj9qf2bLtT+lBcfhIBhgXkMcORa1UzdfjvPeLFfxgh1xgiV3s4vVaxOlqiTSBJrkmw1yTaaVBtNGnbf306qdLE6Q6JJl2pS5Oq9Yq/oPg6B30q8fqi2vwe1P7V/Q9aQewVvnSv2kGzc+0Xwrvs1rhW1P+XFB0/5eWJ/W484sSZtpCbNRp1sp0mWqJNlquokVSfbaZJqUrKd5h8ITi9Wp9upM8TqNIk6Wa7eazc/uo+T7lvp/B9GeZlR+1P7Q4Pan0j8KSt0IiOgZn1/XgNA1/mhNDtYALYM4OhVw0xtkq1nrNgv1UajH6lOFmuSZaoUuW+K3FcvV6VKVSlidZJYU5PUyX9fdjX2V6VT+1P7438baY1PsoW7Rj+51yNv/R+y+DNuAxiGwStFc0smj6n9KS8yqBzg6JVq+0v8Um01eht1ikSdIvfVy331cp8MuW+61FcvViWTWJBYnVzTADx7ShWr0+zUmcT+Yq/ovhN1XSQLfpDPx/bvUdv+ZjKvrrbU/tT+/xTuXUBR7Tu08BZzxvA2YvvzbvUF1P6UZgS2v1tgkp1HrESTaqfR26lTpCq93Cdd7pMu98mU+WZKVOliVapEnSxVJUlVSZJq+/+tlFJtf7Wx/ReY4emeddm/3zhqf2r/fwqvg//0BTuNn+LdIcB4F2p/ygsNx/4xEk2KnSbVToXtnyH3yZD6ZkpUeIqnXlIznV/y93r9JKXZVZdjbP/51P7U/g2/vj/X+MTgV69eTUpKOn/+PL5rIwDk5+fHx8dHRUXFxMScPn26qqoKanf/eaMF5DG1P+WFptr+2v12HlFSTZJYnSL2TZGo9DLfDKlvhliVYadKt1Wl2an1EnWqTKWXqfQSlf4fOQ5P/UyVqpPk6j1ir6i+E3VdJQu6yRdgl+HJ/mS+P7U/tf8/hDeNB4M78oWFhXPnzv3www/9/PweP34MAPn5+V5eXl999VXnzp3bt2//448/Hj58mFsU1G5FqP0pzYZygKNXDW7afXaeO6Sa/WJ1qtg3RaJKlfmmSVR6O7XeVpNqo0m11aTijTLfNIkqDXv8n2hOlSpTJcnVu8VeO/pO1GL7d5d5EfVT+1P7NwzG4i4vL9+9e7ejo6NQKAwJCSkqKkIIbd68eeDAgWlpaTdv3jx48OCwYcPc3d1LS0t5RdVZt6ysrK1bt164cKEBq02hNBqPAY5cq5ip223nGSn12y/WJItVSRJ1skSVKlYn2/olj1yYNHJhks3CJLE6hWP/v5v0NZpLlqn3jVbvlnjuMHfUdpV4d5P5UPtT+5uw709CN0ePHp0xY0Z0dPTUqVN//fXX0tLS27dvL1myxMvLC0d7AMDb23vChAknT5403p0UTh7Tvj/lhaaW/XHkB9tfnSxWJ9tqkrD9bf2S7DTJElWazDdN+i/sL+bbH0d+8AKfddifzvmh9v8ncAM1+PG1a9eCgoKCgoJu3749b9684ODg8vLykydPzpo1KzQ0tLKyEuePiIiYM2dOeno6KYoMHQNAYWHh7t27w8PDw8PDN27cGBoaunz58szMzIaqNoXSmJQBHL5eOSNoj63HDqkmWaxOFfsmS1QpElWKWJ1ip0m28Uu28Uu20ySL1ckSlV6q0kuqI/h/K6WK1al2mlSxOkWmShql2iPxjDJ31HWVzO8m9zKTe3WXze8h8+ohw+qv1tx3NnOsxtJV3qj9/ybcGT74b1VV1Zo1a1xcXHCs38PDY82aNQBw6tQpV1fXgICA8vJyvG98fLyvry9X6NzLwUpLS0+ePJmWlpaRkYE7/itWrDhy5EiDVJtCaWTKAQ5fr5oWvM/WI1qqTpGo9RLf6hXcsK/tNCl2mhQ8cZNs/0dJb4dHfVUpctU+iWeMuaO2q8Srm9zTTO6J1/fv/kT91P7U/v8U4yt4//zzz59++un999/38vKaN2+emZnZwIEDt2zZkpCQMG3atKCgIBL52bhx47Rp0/R6PSkKjCZ9Eo4cObJt27aLFy82SLUplEamxv77bT2r7S/l2z+14eyfJlanSlSpctV+an9q/8aY74+n+ty5cyc4ONjW1nbgwIH9+vX7/PPPO3XqpFar9+zZM3PmzOnTpxsMBryLm5vbmDFj8vLy8L845kOWi+AN/2ZkZGzZsoXan/KCQu3Ph9rfZDR23J9rbfLUo0ePpk2bptVqS0pKWJYNCwuzsrJav359ampqeHj4sGHDFi9ejNsM4zJ5NczIyNi0aRMd9aW8oFD786H2NxnPZ6UH3tz/yspKb2/vtWvXlpSUAMCDBw+CgoI6d+7coUOH9u3bq9XqgoICXjm4YuRMghSI+/50xiflBYXanw+1v8lobPuTx7xx4IKCgqKiIrKWZ1FRUV5e3unTp8+cOVNYWMjdi6z1Rk4juAMAmZmZERERtO9PeUGh9udD7W8yGnuFZ+Jr7uqez/Iq3AWCuKXxxn7x1V7U/pQXFGp/PtT+JqOxr/aqcw1nVHupZ7KFm4272CfUbku4BWZlZW3evPncuXMNUm0KpZGh9udD7W8yGnXG5zPmhLrsb5yBp378ODMzk9qf8uJC7c+H2t9k0Pv6UihNCGp/PtT+JoPan0JpQlD786H2NxnU/hRKE4Lanw+1v8mg9qdQmhDU/nyo/U0GtT+F0oSg9udD7W8yqP0plCYEtT8fan+TQe1PoTQhqP35UPubDGp/ShMEcdJ/C2p/PtT+JoPan/J8eHKxXs3PAJE/T2BwxvpK4D1o2AqaoMy/htqfD7W/yaD2pzwf8FpPCICt+Vmz1T8J5tLl86dyjj8qfYBQFV7jg2HYy5evpunT09LSDhw4UFBQQFYHQbVvGV0n6BlS7d/ivxPWv4Danw+1v8mg9qc8N7D38W8af4TFxcXHThwdP2Fs7749j/xxwGCovrfzyZOn7O0dvvyyfYcOHb766is/P7+7d+/C3/l+1j7DePIXcXM8ecRS+1P7U/s/9xr+NdT+LxwsCywCAGBYZGBY4obff/99+vRp48eP+3HMmMMHD1evDMgYfp47e/Qo+R9HDufm5qxZEyYSmm/dshkQAwAIMYAYxDIcB9VOXBUhVPvZmpaHfxZA7U/tT+1P7U8xAQiHeljWYGAQqnYwy7KXL18+efLk779vVCpcjxw6in8yuTnZ02dMWbUqFO97986fP/4o9/X1vvNnPgAAMIAYQPXbH9jq13uifgOAofZTtO9P7U/tDwDU/hSTg1iWYRgDiwwALEJViDWQ8H1KUqpi4qQjh08gFgAgLj5u2owpcQlR+NnS0tJFixaq1Wp892aEvYBYeOL4Jw9qi4honcHjycbB/pqEC3kOUPvzofY3GdT+lMYHAbCIrUJsJaAqYKsQa0AsgwwIGAQAe3fuU06cfOjgMWz/TVu2OEx0iIqJxDs/ely6Kixs6fJl5y5cqC4LEL75Q32J+7qcVEe1uN1+an9qf2r/pg61/4sGi8AAUAlQBUwlMFW4m44MCAwIAPbs2uvk4JyVcRD3v3/f+LuTwilxZyLeufRx6eIlS9QazbkL5wGARcjAGKB+9ddv/9rf7ZozBaaOHRsPan8+1P4mg9qf0viwLKpEqBLAAMiAEAssqo7bAwBAZnrGFNdJOadO4n/37t39448/hoWF4X/v378vlUp9fHzu3LkDAAzDGAyGZ/ui8uxfO+iPnmR6jv6n9udD7W8ynrP9CwoKsrOzc3Jybty4wTAM2V5cXHz69Gn8FJ7b9xSo/V80WAQGFgwsYhBi8e8AD9wW3C84c+ZMaHDQyBFDNoavzzt9qqSk+M8//3RWOo8eNfrIkSPZ2dlhYatFIsuoqOphAHwPOJbz5Xkq6MksoLoTqhkYMAA8Y5kNCbU/H2p/k9Go9ufdqfH27dtqtbpDhw7t27e3sbH5448/8LhfYWHhsmXLOnfu3KFDhy+++GLy5MncOzVyr/Dk3twRb8T2v3DhQgNW+1/CfdfkdvbGFyjxblDcjEGcaTfVlmWrx1i3bN5qYWH+2aeffvDBB+3atevbp2dGeipCKOdUjqO945dfftmhQ4dvv+26YUN4aenj6tIQ/NXFXnVGgWrXBgufRYAMAFUAlQCVAIbG/4VS+/Oh9jcZjWR/hmGqqqqw2oj44uPj58yZk5GRER8fb21tPX/+fPyiUVFRAwYM2LRpU0ZGRkREhJWV1YIFCwwGAymNOBTXkGvSrKysrVu3NrW+P/eW9OQBU7u7yr149blUsjHhdbAZgCoEDIJbt28fPHI489DBQ0ePZh48eOjIkcKHDwwsMCxcvXY9LTNLn5F5+OjR/2fvzaOayLb98T/fX++Pt976vrvWXe+PO7z77vvd261Myox22+21W8mIdttOJAG0bWdlTIAkOAIh4Ig4tkACJEEZM5AwJCBoD2o7MeOEA0IGVISk6pzfH6eqUglDKwp6b7vXXlCpVKrO2bXP5+yzzz77OJ6PwKkCPL0Z83yWl++fsPghGoJgECc7AOD8gP4f0P8D+r8pIbCjb9QOAOjt7b19+zb1xPj4+M7OTqvVeuDAge+++46C+/j4+NWrV9+8eRPS7H0vk5+i1tZWpVKJYgHfH0LITvVSOI5Truq2trZ169YJhcKBgQH6Bb+aveCfmADEXRjAkSngQrGVTgCdk1z+5oIAtDY3tUcfQIhhOIY5iWmJWacP6O9NH9B/xmj2PD90a9fLYB8dHd25c6dUKh0aGrp161ZCQkJeXt7o6Cj6VqFQbN++vaGhweuHqA+w2WxNTU0ajUatVldUVJw6dSo3N/fixYtvq9hvTnSrn+oCkSgcDodEIvnd7363YsUKyluF6vgvPQIAwIVBpwtiaNbX5SThFoPwJYQXb/YdPFd+pLjqYHG1vLAyT1GdW1yVq6g+XKLNK6rMLbxwSFFzSFF9WFmbV1Ql//7CwaKqw4rqQ8XVh4qrxnH1weLqPG+uyS2uyS2qzi2qPlhUdaS46uD35ceLKy9euT085sIBxHAcwzEcfPD7f0D/D+j/Noju0fbybjc2NjKZzOLiYgjh5cuXN2zYkJ2d/fLlS/TthQsX0tPTzWaz12/p6F9eXo7Q/+TJk+8z+uM4jmEYOoNh2OnTp6VSqUAgEIlE3d3d6Pp/deiHEOIQx6BzFGKjELoAcI1iGDL8B0acNa23vk0/No/5XTBn13xu/PzlCYErEudx4+ctTwhcnjifGx8YFR8YlRDI3RXyVVLQ8oQA9o753Pig5fGBUQmBUbsCo+JpvCswKiEwKiEoKmH+cpKjEuZHJc1bnjSfmzifmxDI3RXK3Tnvi5gF7I2HzlU9ef4SQOiE0AUAhmakZ5c+oL83fUD/GaNZRX+62U6db2lpiY2NzczMfPDgAYSwubk5Li4uLy/P6SQ8AYWFhdu3b/dCf7r/h07I8/O++f0hzZlDdQNXrlyJi4szm835+fk7duzo7e1FV/7r2/4Ah9gYxF5CfAziGIAAh/AZDm/3Pz1Vaf5mR07Y18kL1+1eEL0/nJe5MFYWzs8K42eG8jPDovcvEGQtiMkK52WG8faH8/YvEGQujM2OEGSF8w5E8DMn4wWCzAj+gQg+uiYrgp8dzs+O4GdF8A6Er9sbsTp9HnPLpyvjj5YYn7wYxSAcJRNBfED/D+j/Af3fAlHObgoHX7x4cfHixaSkpNTUVIfDgS67cuXKt99+m5ycTKF/SkrKqlWrrl27BscZ/tTNqeOWlpb3bdbXK+AH1f3OnTupqanFxcUAgHPnzsXHxyOBI8Jw7F/Z7w9xiI9BfAwAHDXoZxisu9yVmFW8VCBdsFr8CT9roUAeLpBHxOSFC3JD+PJggSw0JiciJjdMIA+Ozg6PyQ2PyQ2Ozg7lyyJic8Nj5GECeZggZzIO58vC+dnhfFm4ICc8Ro7uGcKThazLDFq1OyAqec6X3y1ek5RfVv/k+RgOoQtADODgLcw4vDZ9QH9v+oD+M0bvIN4fuT4AANXV1Z988smWLVt+/vnnu3fv3r17d3h4+NmzZzKZLCIiwmg03rlzp7m5eenSpQkJCSMjI9Qd6CE09JlkCKHZbFYoFO/VrC9l8iOnP4TQ5XKVlpb6+PiUl5ffvXtXKpXy+fyWlhZUx39lq58kgGMoLacLwqGXrrof7qzZLl/4Teqi6P0L1mWF83LCBXmhvNxQfl5EzKFQXk5wdHaoQIZAP1yQGxItC+HlLIg9GC7IC16XHcaXhwtyQ3k5E3IYTxbBy4rgZYXzssP4sjBBTigvJ2ht1vxV+wK+zvCLSvVj7Zr7xYYlq+ILSusGX6DZJhy5f97GlPPr0Qf096YP6D9jNNvoTwH3yMhIRkbGv/3bv/3Xf/3X3/72t7/+9a8fffRRWVkZhPDevXtJSUl/+ctf/vd///cPf/jDli1bKK+Il0vEa/YYQmg2mwsLC2cl3h9MGTwyFT178eLw4SP/+f/+35/++Mf/+//+73e/+91//Md/fPbZZyaTaWYKOaP06o8AFFS4yHD6e7YXJ8tbvtoi+2Rl2oLVexfyciJ4eeH8g2GCQ8H8vKDonHBBbkRMboRAHiGQh/FkYTxZOF8eyssJ48sXxB4M48tDomXhgtwwvnwyDufnRPCyF/CzIviycL48XCAP4WUHrt7vu0IylyPyYSbN5yTMW7Z58dc7C0r0tpExCCHEMQic72S11yiEl+65Zg39GZJGlsTEldDRP4WG/kI/Toon+idU1v80Nm6xyq+pwVtRQvdNMAi7n47OCvoj6G9kSho4UuOShLJ5awn0J8WSQqA/N9mPk+zHTvRjbQ9ifntCVe8Y85LPe0ezjf7UDTEM6+rqqqur02q1FRUVFy5cqKqqunPnDvq2v7+/pqbmwoULlZWVfX19439OP0M/abFYioqK3sTz43VDen+D4ziOUYqPjzdqXkVYAMIxHL/X399gsVTX1lZVVa1fv4HBYCiKFQMDT9wXvR3CJ4Ewtzq+mWIii+wVDWRkHkIXhC8hdEH4051HosMq1neZYStFC9ftWxCdHcGXRwjywvgHQwQHQ/l5obzccL48QiBfIMhZwJeF8xH654Tz5eEEuOeE8XPcQC/IRV9FCHIjYnLD+Tno+jBedgQvK1wgC+PnBK/LDPhmt8+KtLlcoS8nxZ+dPJ+dOG/ZliXfJB0v1ttejpFSwd5Ji3Ui9M/VM1LKmeI6lrieK2mYAfRviJQ0LZOal0mbmBITV6JnJWuC18kmQn80Akj24yR9HLl9wcpd1earL99Btwi9XkffkDPtlOWtoz9LYmRJjGyxkSM2scX1LHETU2xmipuYkga21PiPeNW8NTIa+if7sUW+HJEfVxTAFfqzE/3Z8f7MrUHMDSfVDc8mC2F+b+hDnh9volxJKCiTPs0AyKGnwzp0t6ezq/NWd/etnu6Orq7O2x0d7d3dHT29HT29nd09Xd29XV29ne1dne2dPV09nR2dnZ1dXd09t7t7bnX33u690/vg0WPb8NCzF8MvXkoz9vIFsZcv/3jvXn9Pz52+7jvdHb1dHT3dnb0k93V2EdzRTXFvR3dvZxfFtGs6u9u7u9q72m913mrvbu/s6+nq7u3s7Onu7O3t7O3t6u7t6ujtau/pbu/q7uzo6eno6ens6Z4Gdfa2t/fd7Oi93dXV09vZ19t5t7vzTndXT3d3R1dPe0dXd3tnT3fXnd7Ovr72jjsdt3q722/19ly/9+jn+7bvtZdiM04t4u8JXZW+IHp/OC8rnJ8Tys8J4eeG8A+G8A+G8g+GCvLCCeNdtoAniyCgPyecnxvOzw3j54bxc0MFBIfw5WHoPE8exs8JF8jDeDmhPFm4QB4uyAnnZYdGZwWuzQxYucd3efocTvJcTpIfN3keVxjITg74csvnXyfuO1J26ZfOzt67Xd3dXV0dXV3t3d1d05HLtKi3u7u3p/dKe19xfXtcVjVTeB6hP2dGbH8K/RuZEiNXUstKVgWvk33EEvpwhb6cFE/0T0HoP4exbcHKnUWVjbd77nX29nV0dXd0dnV1dfX09HR3dfZ0e/FbEl1Xd1dXV2dne1d3R3dvd3dXb1d3763OnlrLte25tZHCqrdt+xtRB8ARm9jiBpa4iSU2M8VmAv0TVPPWEujvz0nyZyf7sUV+7DRftsifkxLASQpg7wpgbglmfSs7feFax72unr7unq6e7s7u7s6uHoQPfZ09vd1dPT1dXT1dXT2TC6mrqwv97ejo6Ojo6Ozs7O7u7unp6e7uRsfd3d3t7e3oq76+vp6envb2dpT86hXpA/pPfDf66gRirpZ8yq2bN8uUilJlUWlJUYmyuESpUCqVypLSImVJUUmJoqQUfS4rLS1VliiKikqKCtUlyhKlsrC4RKkq11RqVVUGVaWhrNKgqjJU6Bv3ZB1KEu0uVGguVBvLK+vUF/SaCn15paG80qCpNKgrDepKo4rksipjWVVdWVVdWZWhrEqvqtKrKg2qSoOqsg6xusqoqjSoqnVlVbWqaq26SltWUVOiqSwqViuLVaXFpWUKhUpRVKooLFEWKpWK4hJVcYlKUVKqVJYoX5OKS4sKVd8Xl54rUZSoitWlxeVKhUapLFGWFClKCgtLlEUlakWxukyhLleWlBcXq1RqRZUhu7BiV67qi2+zA1YII3j7I3iZYbzs4HXZYTEHQ2MOBfEOBfMOB/MOB/MPBQsOhvJyQ3m5YTx5OE8expOjj6G8PMQhvLxgwcFg/sFg/sEgfh7qM0J4uSTLQ/ho9lgWFr0/aNUe/68yfKPSfTkiH3aKLyfJl5Pkx0oKYCb6L9226Ov4+D0FBYrKc6oLypIyVUlpqVLx2hJ5AyotKSkrVZ0srso4WRu9t5wtusCRmrgZTex0EzPd9NY9PwxJY6S0MVJqYovrosRaVrI6eJ38I2aqDzfVly3yZwv92d7oP5e5M3zFdqn8lFJdoSzTFBaXKJQliJSK4tISRWmJokRZTPFbEUuJQqlQKJTKYmVJsbJEWVxUolCqSzQVuafVcXvVrLTat43+JpbExBIjbmCJG1niJqa4iSlu4EqMSxJK563NmsNOQX7/AHaSP1voz071YQr92ML5UaL53MQA5pYg5oakzJOFap2itLykRFmiLFYqixUlyuKS0qISdXGJSqkoKVEoSpTFJYrJK15SQh3QjxUKRXFxsVKpLC0tVSgUJSUlKpWqsLCwoKDg+PHjbW1tr451H9B/0ltRU8pUN/Ds2bO2tksKpaKw8Gxjg6ml2WJpsliazM3NzRdbWs1NliZzk9liNpsbzU31zZbGlmZzs7nJ0mBqtVguXmxua22tq7ecLi6X5xcdPFkqLyjJzi/JPaU5eq7y6NmKQ6c0uac0soJSWUGZ/KRafkotO6nOJlgjIzn7lDr7lIrkUtmpUtnJMtlJFcU5pzSykyrZqTLZydLc06rcE6X532sqdI315lazucVitliaGpqb6i1N9RZzo9lsNptbmswtZnOz2Wwxvx41NVkaGi0ms6XB0mRpbmyxNLaYm5rNZrPZUt9kqW9stphbLjY0NTc1NV+0tFw0W4xNLbIzF77akR26KjV83d6FMbKw6OxQnjws5lBYzOGQmCPBscdCYvKDBflBgvzgmKPBMUdDBEdCBEdCBYdDBYdCBYfRxxDBYYqDBUeCYo4FxRwLiTkSGnM0NOZoaAy65lBIzKHQ2MNhgryQ6H2Bq9IDVqT6cVJ9WSl+7BQ/doo/J9mPk+zLSvJjJfoytn22OlFyuKSq6VJ9c6vZ3HzR0nzRbLE0vaZI3oAsZrPFbDG2/HhWfz02q4qdWsGWmDjSRq60kZFmnAG/v4khNTGldRyxYblYx0rWBK/L+5iZ5stJ92OnBrCFAewUEvcJnsPYGb5ih/xEWb3loqX5YpPZYrY0Nzc3m81mc1NDs6Wp2dJkMTdS/JbEYrFYLBaL2dLcZDY3NTY0NZlbWi7/VG76YZu8ZgZs/3qmpB4JlkTBUSCiAAAgAElEQVR/4s5cieGL+JL5qzN92MkB3OQATmIAJymAneLPSfFli/w4qf5RqQHcJP/IrUHMbyWHFHrLT2ZLq8VitpgbzebGJou5yWxptLQ0WprNTRZLU5PF3DiFgjU3Nzc1NZnN5tbW1tbWVovFgj4iQsctLS2XLl1qaGiQyWS7d+8uLS19rSnPD+jvQaSVT4Tku1zuDacGnj411TecOvN9k8Visw9NcQ/Sa4x5nR1yvNCZf0rNPLUhOWej6PAG4dENqcfjhMfiRMe+TSvYkFYQIzoWm3Z0o/Tk+vSC2LT8mLTjgrQCxLFpBbFp+bFpx0nOj007Gpt2LDbtWFza0bi0o3Gp+XGp+XFpx9an5q9PO7o+7dh60eENKXmx8Vli2Zm2X3pm1wk58WzCA+vzlDzVsk15//ju6JItJ7/Ydmbx5tOffndq8faiJTuUizYXLdxa9Ok2xadblJ9sUS7aUkxy0WdbCj/bUvjZlnOL6Ly1cNHWwk+3Fn2yteiTrUWfbS1atLXws21Fn28rWrT13KKt5z7bVvj51nOffndi/prdPlFJftxkf3ZKACtlHls4n5MSwE72Yyf5cVMClgvnRm77ZHXS4bL6J6PvILsDnVwQ/tiPbz5Ux0gpZ6QbGOkmzoz4/RH6G5nSOo5Ev1yiYyWXh6w7+DEz3ZdNoT+a1UykZn0/WrZz4deJWssv71hGaNZ3YEZmfZGEyQ6gATETzY1LdV/GKwNXH/BhJc/jJM1jJ8xjJwawk/05KX7cVF9uug9b6MtO9IvcFszcdFzVYB379Yq8Ob148eLSpUsnTpyoqamxWq2v9dsP6O9NKC4TQT8643Q6e3t7C4uKT39f2NnTiwGA05EdkJnDIITACfFRKlgQkPEtVhd+sb1//8mKrzbv/cc60efrJIvW7V3EO/CpICti7d5PeAc+i82OWLcvPHrvgpj9EYJ94fx94fz95AKlAwsI3k/xQv6+hfy9Hszbt5C3/xP+nk95uz/j71kcs+8fvN2frRIFMzatiEs/X3f5mYuSEk4r8Vsi4PXBBaHLBV0u6F4u6wSw9fbAt3tV3KSS5ekVUelVyyU1y6VatriGK9Fx0nVcsYErNXAkBna6gZ1u4LhZz0nXcdJ1nHQtndlinSfrWeladnotJ13LTqvlpGu5Yh03vZaRpJq3eu/HrHh/TtI8dkogWxTETglkJc9jJ/tzkn3YyT7slI+XbVuwOjm3xPR4ZAxCiOMAYrMd64loFMLWO2Mb5bplSWqWxMgUm1jpJrakYSbQnykxsiQE+nOSykPXHpzDEPuy04iZXm4CwUQHIPx4aeKCr5Ir639+ScpmfBCGJ79FAoA2D49D2PN0LHUGZn3JWzV4DgLqOWLjcoluabwicM1+H1YSif4JAewkf7bIh502h53mw0nz54r8mTvmLdtQoG60OwmJzFzMz+DgoNFoLCgoqK2tHRwcfN2ff0B/Dxq/yHZsbOznn3/OLzh++uy52x096Gsc4gBCDEAcg8AFgYvMD4w7IRiD0AmgCwPE6cdjWGnjL+uS8z5dm7JwnThibUbYmn0R0TnhvLzQ6NyQaHkoLzckOidwbWZgdHaQQBYSKw8UyAL5OcECeTBfHsyXk6HrslA+wWE8WRgv25Opk1kh6/aHrtkfujIjeHmq7xffsQRpZbrLDhcOIAREZ+WCAHs77RR4hD7hEO2Z4gLQiUOXC8cwtNwBwmdjsOHa09i9lUxhZVSGkSPWR6ZqORmmqD2NTHEdS2zkSIzs9DqO2MiVmLgSE1dSz5HWc6QmGhsRcyVGjtTIlprozMmoZ0mMbEkdJ8OErlmeUc8V10UmqQNW7fuYmRDASZnHSZ3PFgaykuYzEwPYSf7cZD+uyJeTOpex89N1aYdUjY9fjEKkUejVznq8/wiELb0vN+UZGCnlMxzxidDfyBHXLRfrOEnnQ9Ye+piZ7stJJaI8uQl+3F1+3HgU1+jHSf14afKCr4SV9VdQzM9Eex8Dzwyqb0wAYi6UcQNAiAMAcBziAGIQ9gyMvnX0Z0jrGZLGZdJGhhf6IylNgv5+HNFcdtpcjtiXK/Zlp/gxtwcyNxSoG6xjEBDoRAjEu6lN2e7oq5rQGWrBEDq+d+8emhK4cuXKixcvpiHdD+jvTZTzB0L44sULvV5fVFRkNBkfPHyIgMwFAQZxlFUeUHrugtCFQ+AC0OnEnU6Ao9zwT8cwRf3VlQkHQ75JDl8rWRiTFSGQhfNzw3gHQ6LzQgWHw2OOBq7NCYnOWRh7MEyQGxyTE8SXBQlyQvi5ofw8xCiKEUW/IF7Aky/gySPGcbggNyzuYDBfHrgqK2DFbj9mypzPv2Py08t0bc8wNBYBboh+W+hPLvQhxxQI/V0Y7sQBABDgOI5D8ByHpl+s/L06RmodS9rEENczJQ3sjCampCEy3ciU1LOlDWxxPTPdxCKZKTExxSam2ES2Z8R1LHEdU1LHFBuJb8UmptjEkjYwxCampJ4lrUfXcKQmlrjuywT1vNUH5rKTAzhC5M6ex0oMYMUHcBL8OUm+HJEvWzRn6c5Fa9KPlpkfv0DDdRziYxAbm/2gzxEIL993bjlUx0guZ4mNHGkjV9IwM37/BqakgbBqxQZW8vngdXkfM1N9OUJfLg36uQl+3EQ/jtCPnTb3y+SFK4QVxp9GnUSPDj2XMc4EoUA7AHAAMGq1FwZh9wys9vJEfxMV/4MOSM9Ppi8reR4nOYCTFMBJ8uOk+HBFc7npc6MkPlHpvuwkv8gtwcyNJ8rqh17S80R5L4h7RUKZwYhakwcvXrywWCxnz541mUyPHz+mvBSvC9cf0N/7VtTd7t+/X1NTc+rUqV9++eX58+foJAYhBgEO0R7kOASARH8AXKg7wMcAjkH4DMAf2/vzFPqv4g+GrhFH8PYtjJGF8mUh/LxQwaEQ/qEQ3qFg/qEQ/sFQfl4YP5eIXo+Rh/BloYKcMH5eGD8PhTBSoI84gp8TwZdH8OURPDlxQB6H8XMDo3N9v8mcw93jw5H6s1J8l3zHiklV1lqeYRiEEKf0722N0Wk3oaE/BiEGAOprXAB3AQifA1h/07Fmt/5LkYkhbWZImpgSM1NqZoibGOJ6lrSBKalnSRpY4gZmej0zvZ4prmdI6hniBoa4gSFBXM+Q1DMkJqbExJCYGJJ68nwDQ9LAkjYyxPUsaSM7o4EhNjLERnZGA0ti/DKxfP7q7LmsZF92ii9T6MdK8WMn+XMT/JFPg50SwBb5fLnjk5Up+aWNAy/GIIQAYBAffSf5/UcgbLs7tinPEJmkQbO+HNQjvu2IT6akCQUycsQmEv3lH7FEPlyhLzfJj5NIQD8n0Y+d5M9O8WeLfL5M/GRFUpXxR6cLQPSCZ2FLIqStAG3+iXoC6EJ+/5nx/ERKkeFvHIf++i/iS+avyfJhCQO4xHy4LzdlLlf0MTftY06aD1cYwEmcx9gcztp4osw0NIJCxlE1Xhv9qdlHr3QGAwMDVVVVhw8f1ul0w8PD9ItfV7S/XfSny8vrYGRkpK2t7dy5cyqV6tatW+QP0LomhPcYDlxEJgC02gllqydTwj+wPlNo2zZlnFoauzd0tSSUl7kgRh4mkAfxc4P5h4L5h4IFh0IFh4L5ucE8MptNdHYYSkQjkIcL5GH8vFBBXqiAbvLLwgSyUEFOWIw8VCAP5uWExeSF8nNDiAWxeaH8nMC1Wb5f7/+Ik/ERS+zLTpvPTvZbsn7Zmp1FlUaE/pT15Lne6w0MN1r/Qc0nEMMKgLxhLggwCOELHJpu2NfsMXwhNEVKWiIllkixmSExMyRmpqSRtNxNLJJRG2ZIGxhSonmTDlmKGz25iSlpZEkb2RlNTEk9I93EkjSyJfVfJF2Yvyp7LjNlLks4lyny5aT6clN8uIm+3AQ/bkIAJymIk+z/5eYFnK2HzlY/ff4SQghwjEw4/Q4yPbTeGfsuV78sSc2Rmtgz5flpYIgbI9ObmBIzR1ofJdYzk8uD1uV8xBL6RqX6cVP8ucm+nEQfZrw/N3l+lDCAlRjATvJduiOMvbnSdGnUhUP0bmcBHqimiTI9AAgAdKJMD6dmYNZX0siQNjAlJpakjmQjkjY3o27JrtJ5a2RzOel+3DT/KJE/VzSHlTyHI5oblT6HneLDSgzmJsyP/DZg8er84ho7mh7xaGW0YTe9irT0ZfS/YFzneuvWLY1Go1QqL168iKDfY0HSB9t/avQHtNRAdNCnd611dXVnz569cOHC/fv3PX8MybeIoN8JoQsCHAJ3zw4hfDT88uT5Ju7GfaFfJYev3r2AJwsT5Ibwc0MEecExBwkWHAwR5IYKcsJo/hyCedQ6JnmoQB7Gl4fG5ITGyEIF2SExsuCYnJDY3OCY3EC+PCz2UFjswRCePFwgDxXIAlbvmbtCPIcr/piZ5sdJm89Nnrt4fUjkemHm8Z9ud43inm5H9wfsjRLaEOgPkBsMo5s3ODk3Al0Q4iM4rL9uXbvP8KXIFClpXiaxREotDImZIWkiJ9lMXgYXU2Ik8I7Wwn+VWdImlqSBmY7iteu/SLwQuDrblyXy5aT6cNJ8OOm+USKfqBQfboIfd8d8zi7fJRuDlm7YlnakvvX68zEnhMhX5QLvIsvn7OT5YUgaGJKmSImFIW5iSYycdC1bdD6Yl/s3ptCHk+rLFvlxhP5c4TxOSiA3ZR47PoCxY+6Xm+YuiYvemXn5Zp8LA/BdoT+EcCbz/EyC/iamxMjNMP4jvixgdc7HbLEPO82HLfTjinw4orlckW+UyD8qxZ+9y/eLDf7/iF6flGX56fYo5qVAFPrjpNdsYqCfEHWHh4cvXbqkVCp1Ot3du3fpkwHjO4lXpA/o7yYcxx8/flxeXv7999//9NNP1EQKMQ3g0Ycj6EeM4ySCDmPwxoOnRzTmqK3y0JVpEesyI6JlC3jycHJJagjiGPQxJ0wgC+fLIviyCJ4sgpdD5DDgET4fwhckyAmNyQmNyQ6JQegvDxbIgwV5wYK8EH5uRNzBcIE8JPrAvFWSucuFH3OS5rKT/VkpAYz4uYtjF6/cse+o4pee+xjps5oI/akddqf3rtHcH5rUAm5rGZDoj6GcOfhLHDZcH4zep/1SVMeQmCOlTZHSJoakieEJ/ePQ38SQup08zAmYwn3iDEvaSEN/0xeJ5ShG2z8q1Y8rnstJn8tJ9YsS+kcl+LE2//0zXhhrkyjzzOXrfcjljwGA4wBtPTYtgbwRzRr6MzPMkbstS9NNTEkdV6xlCctD+Af/xkqbw07z46T7sdIC2KlBXFEgO9FnycZ5Szd+vibxW/Gh2ovXkUmL48CF4dgswP9so38DU9LAoqE/MkGYEhNbalwSrw5Ynft3VroPJ82HLfTlpPivSPVdnuLLSfRjbvdftnEBd+uG5JzLt+6P0TYTJWVEWUdkljfggd2QRCeywm7ZPnjwoLa29tChQ2azeWxsjH79B/R/bc/P+Kmq58+f//zzzyqVqri4mJ4i1C1ZpHsI6YA3+o/g4I71eUXL7e0HihbH7gtetSd4dVbIurwI/uGI6JyI6JwwXk4YlXiSiNvJCuNlhaP0k9HZYdGyMJ48NDo3lHcwlHcwLDovLJrIa4auDxbIgvk5wXx5EE8exMsL5h0MWpsTsk4WsnrfvK/SfaOS/KISArjxAcydQcztIYzNi1ZsyVfqrKMAg3AMQoxwUdGc/gS9CfrTxrPQPQvu/oaG/qMANtx4wttXvVSk9fTkoIZHgD5LYqRaHY2JxkxF4NFQj+oAiAuI+Mh0E0tSz5IYv0jS+K/cO5cV78tJ8WGn+UaJfbmpc5kJvsxt85nfLf5ma84JVb91FCOkAly4C8dwgLYdmHWatRyfjIzGpdKGL8V1nD2mqAzdssTSwLU5czgSX67Uny0JYIn9I1P8l8YHLN0ayt66atveY2X6mw9tz8mt7r321p5pv/+soT+hRePQH3UAS+LL563J+4glDlguDohK9eUm+XITfbkJvowt8yK/5cSm5Z6uuNL1eASHLgjHcOg5fsTJhubO8UkZo15ipI7Hxsa6urqUSmVBQcHly5cR9BO3o2WMn95b+I2ivxf02+12nU536NCh6urqJ0+eUDf0mm+BkHJ04GSkpwuHOITwgW34cIlu+dashet2h/Nk4bFHwuNOhMaeDI05viD26MKYIwtij0TEHg2PPRYeeyw89mh43JHwuCMLYg8tiD20IPZwRNyR8Lij4bHHw2ILwmJPhMWeiIgpWBCTvyD22ILYY+Gxx8LijoXFHQtdnx+6/njY+uPhcSci4k6ECY7OW5npt1zqyxXOZcf7c3fM52wLjNy0aPm29QnZGn1bv23USeyZ7gKTunfwN0F/MssbYft7zyZgEBLbt8BRHDbeeMzbV7lMVMOU1DM9oX9G0X/+6n0+7F1+3CQfttCXI5rPFfpGbg1ib121dZ++5ecxp2uMEA0OIBIYwHDoehe5zGYJ/aX1kdL6pVLTUomBlWFgS2oYKeqg6NyPWWJfptg3UjSPlRrETA5cuiN42eZNqUcbr3Y5XNhLtNs9PrHJP1NYMevozxK70Z8prWNICfRnZzQsSTgfsEr+d6bIjyPyZcb7MrfPi9rlw9zkuzR23c7MyqYrtjGXE8IxAJ0AYhC6AHQBytbybmjA0+dDdQMUNDmdzh9++OHs2bNarbavr4/KPAY8dwmkTn5A/1e1/SkR22w2NKr64YcfqNgeRJSIcYy2zTqAEMchhlMxnxDCK30P1ovzuTuOLU9WcoUXIpMqGKJqZpo2MqWSLaxgCytYwgqGqJIhqooUVS0jmSGqILkyUlS9TFSzVFS7VKRdJtIyhLXMlFqmsIYprGG4f1K9TFQTKaxhirScNN2yeI3f19lzORL/qHQ/TpIfc7vfl+sXrdiSeaz0Zt/DESdGRCgBHEAMkLvUAk9GFZ22g5um2RT6AyKyFJDLICCAEL4EsOHGYz5Cf7EXjhsnYm+4Z4lNRPcwOeoR6C8xMcV1LKkJoX/gmn1zmTt82bsCOMn+zAT/ZVvDOFvj95+5dKvPheFk/QGELoCPAuACEMySU3sczSb6R2bUM3YbI8VaRlolO/V8cHTeR5Gp87iSQLZoPiM+cNnW4KUbN6YctlztduLUCBJiNJSh254ztSHd7KI/S9zIErs9P0yJkYb+9Yt3qQNW58xhpwawkwI5O4O52+cxv5vH3LBm5/7qpp9fujBAbA0EcRzHcBwHEHOvUvNGfxwAtOEVWUMP+B4cHGxpaTl9+nRtbS3lhaajvNdbmIbwf4voT10/Ojp67dq1srIyjUbT3d1N7SZGgT7lViNFToEboOJBEKa2dd9bk3L8a2Hp2r3GFdJ6rqQhak8jd3c9WnlELk2qZ2U0sDIamBmNTGkjU9rIzqhnZ9SzM0xsqYklrWdmNDAyGhkZTUxpE1vSxJE0ciQNHEkDW9qAfsjKaGBJGzgZjVxp44qMhhXper+vZX9bJvRjCwOjkuZ8sT4ialPWcVXPQyIRBQ4gwHGAuwDu9vkDwlVPs9PfRPikTMkuBJAOTwA9nScvcNhw/Ql/bxVDWEME9kyM/iZ6630r6D9/9V4f1s4Azs4A1s65SzYsjNp2VGns6B9EpXPhSDYYwMcgGAPABYA7nn2WaRY9Pw3LpA2RKNWPtJYlLA9em+PDFM3niPyXbQ9hbvvq2z1532uvdj8cwQBEGx3jRDbv8YA1g86fd4/+pmXSBoa0gSU1LYlXh0Tn+XFT5zF3BTE2B0VuWMpLkh4vb7l51zHqhGgmnLY2DZIDYA/0B4CMinN7b7ys/lu3bp05c+bs2bM//vij3W5HJydbVDHtt/CbQ3/K6n/69GlVVdXJkycNBgPaUhjS9h2jb8MLIcQAjgEXDjFArZciI9tRTHhbT/+a1HNRwgtcST1LbI5Mb2KKG1hSI0NiYEqNTImRITExJA0MaRNDamZIzAyxhSG2MCVmlD6Q0FepKVJqipTWMyT1TDLHCEvcgBJyLcuoj5TWMyQmlrSeLTEtlxqXp1YHfSPzZQk//mJLIGdbdGLuqfONfQM2CoMBABDHIOYCGEYL9UQNidTJN+sE6INYmruH2BoFpz3hOQ7rrw/x9lUtE9WyxCa2B/qj4E7E7vhOKsgHRe+wxCb6sGDSBiwl0V9CoP+8Vft8OQm+zK3zGFtWbN6XX2Z8TG69geMQ4GT5cSc5CwKoeIxZptlC/wZGhnmZpOnLNCNLalqxu46VogmNlvuwkn2WbvX9Yv3Xm3ZXt1x7OjxK6BIxtQ8gjkMw8SZLBAB5DyvfmH4F/SvoqvJW0Z8IPWBI65dJmxjSRpbUuGRXWdCaHH+OaN6yrSGR38Yl555v/KFvcPglCe0AQAgwCJwQHwO4EwCcllYFEIuFaOgPIfTKJ+ZyuVpbW4uLi9Vq9c2bN9FKLjA5eYjqA/q/iufnyZMnJSUl+fn5Fovl2bNnkOZNo++9Tl2PAwwDLhy6AOq6aeg/CiEG4cXeh2vESrawgpFqZIgtkenmyHQTS2pgimtZUgNLUsci1LGRKW5iSppYYjNLbGanN7LFDRyxiZNu5Ijr2GIDW2xgSXUsiZ4trmOLjWwx4QdnSOsiMwwMqYEpNbDEeo5Y+5VUt0KoDvpq99wvtv5jbdru45rW671WJy3onpiCxSBOLkpA4oIAQMw9DfDW0B9CYqoUIzMdEY9FEUfPATTdGOLvq2AIKzliAze9jpNuJOtIBvhLTUxpPVNSz6Bao6SeJalni+vZYhNbbKSC8Iitl9xspP6ypfVsiZGVbmBLjGyJcWmiOnDVnv9bvD58RUKKXFH/4+2nIy7k6gGoKWIAENNzAMedSDIo6Gf6cpmeGCEcgfDSXdemXF1kkoojMbIl9ex0pAkmpsTIkBgZxBxJHUtSxxab2GKTpxzo0pjwJLFhIYPY2bGBnV63XKzjJKsieNl//XxDAOO7LbsLalqvoJ1UxyBw4eR410XYDF5RcxT6T+RUfCuiAWR8KfEBxfunnWhalqhhuYeJDWyUmdk9jfSr0vBksYklRspmZIuR7W9gSOsiJfVMiZEr1X+5UxG4cu/fF2+av/Tb70QHm650jkKIQ4hyexGhAijZF/4S4GM4jiGXKzmFhHuhP457mPxWq9VisRQUFLS0tFAp27xEPSH6T9YfTE3vF/pPb/xI/4nZbPZCf68bjoyMdHV1VVZWKhSKGzdujH/0eLGi/xBiKIEBtWAWgehLhP7dD1YJT7MTFKzk85EpNZFCbaSohiGqZIguMEUVTFElU1jNENUwRDVMYQ1TWIuYlVLDElazhVXslEp2SgVLWMESVjBF55miC+iYJaxkiqqYoqpIUVWkqCJSVMFIrWALz3OS1StFqq/iz/gu3frp1wlHS4yPHC8hhGOU1Q0hADgA3kE+AAAa+hNfvQnQub1hVAfgBnwAAHACoit4BqDpl8cxUiV7VyFXWM5JqWCnVLKElSxhJVNYjZghqmaIqhnC6khRNXWSKaxmCatZwiqWsJIporGwiimsYoqqmMJqprCSmVLNFFYyhdUsYRVTWMFMqWSJqpgpFV9sPePH3P7F2oS8czVdj+yQGhih2C2AQ5xCf4jjGBKaW3Se6jFDBMioqWcQXux5uTmrgrnrHFt4gZlSwRRWMIWVDFF1pKgSMUNEaAVLWMMS1jCF1UxRlYc0RJWTn0Ryq16WXLlMWMNJ13FSLnCSStk7z/gzE8JXxO8+Xv5zTz9OrWoBAAc4Wt4OXRjEUTysd0sZb/i/PfQHVKAkZVyMQdj5ZCTtmC5yxxmO8DypQjUMYQ1DWBOZWs0QVTGRlH5FGp4nhdUMYTWD0L2qSFFFZOqFyNTzDNEFlkgTlapasulo6FeixWuESQfONF/tQjF/L3Ey0JmwflwQOMnuAGCAFghHTIm50Z9SKqfTefv27fPnzxcXF1+8eJFK6gAh9BLyJEJ6beiH7wn6U0X3WtbsVZ8J+zqv817oD2hjUgih1WptaGgoLi6uqqqy2Wz0O8NfqSygxfi70KXIxEWDvit9D7fvV3y3T7Upq2r9AW1stiEm2xSTVR+TbYzNrtuQVbchy7g+y7g+y7hhHK/PMq7PqlufhS4jeH22fn22bn22fn1WXVyWMS7LFJdVH5dVvz7LtCFTv/FA9bbMis17FGu2Zx1VaPttzyG5U+7EE7jkKVK8qGNwn8SnOcVJxvwAGoChRgpwCHEc4E4cjAI4BqHNCRuvPUzOUW/aU7ops2ZDloFWZboojOuzjHETCWqDp4i8voo7YEAn4w4YYg/oN2TVrc+qi9lXG51W/M2mPcrzxhdOHFJRSMTr9uq6vJlSCa/QumnJako5QjgG4QiEVgBbu56J83Ub96g3ZtauP6CLy6qLzaqLkRljsutiZIYYmSFGVhebbYzNNq7Pql+fVU9KxktQE0rPSKliTGZdTJZpQ7bp28zajQcurJcUrt2RfbzEOPCS6LqJqQ8Aie4cuCCOQ4DhmAvg7maIxDJTU74QAhxzqxPEnQCMQfgSws7HIzmFpg0Zik2ZVRszdRsyjbFZ9THZ9QJZvUBmisk2xmV7VHkSaXhwXJYxLssYIzMi8cZmG2JlulhZ7Ybsmg3Zld9laTbs+T4+6/vCqubuJw7kOR3DMAzHEPCTRXYHQFMv1z1WmshIdzqdly9fPn78eGFh4ZvkKHtdevfoD8jQe6+cdl5/qe6B3gHQc/Gjk83NzQqFgpIg/Z6Dg4N6vf7YsWOtra0vX76ENN2lF2YSIkM8gQsCFwAYGge7SMP2gf25tuV2VUtnZWvvhba7Fy73l196qGp9pG57pGl7eL71dbn/fNv98233zrfdP9/64HzrQ03rI03rE03rk/LWx+cvPrzQfKfS0l3b0nnpZr/1xRikjO2pPIQeHSe9slNWfGpCwU8YoKYSMCrdKaCMNSeEIwAOjYKbd+01ltvVzV1VF++eb+1/fbFMxeUX+6kDTcsDdKxqvqdqaLf81D3keA5JDxuLfcMAACAASURBVIJ7GASodBQT8SQzadOV1ZRyhHAMwBcQOnDY/WTEeLm3wtxZ1Xqvoq1fc7Ff3faQ4Ev96ksP1Jf6NW0PNW0Pz7c+Ot/6aJoSa3t0/tLA+bZHmuY7Va13VKbrN+48GQPQSY/fIjpyjGKUbIdOkIYSMyEZIr8DjgGAYQAfw3HUTT6wjpmv3qm0tFdd7Ku4eP/8xYea1kfqtsdllx6r2h6p2x6WT6fdPTzf+lDT9rC87aGm7aGmrV/Tdl/Tdu98293zbb3llvamGw/vDztHyFaPQ0gOkFzE+sDx5Sc9+wAA5N8HnjH+aKXR6dOnKyoqkElK/XCm6d2jPyRrS89m5/Ut/TJ6EA4kOw/qYovFolQq29vbqTPotnfv3lUoFGfPnqXH9tDv84ol9RrUUibvGAAvnNgzFz7swh0ufBgDdhcYcgGbCwxPi5+5cIqHXcDuxU582Ik/d+GjuDuGH+UnmKL0Expob2a1kba/l3gIxqglYE4IXwL4HAPDTmzYiQ+78OmJ5XXZ4cIdTnwUBfPjwOkCGBWBAXAMw8hFfJP6LCbUkBloF8gd58SB0+nCRlz4sBN/5gTDTmAdA0NO+tvHHW4lAc+mLxlgdYKhMeBw4s9cwD6GeW5GQo3j3P4W0sKYCUWaQjBIOgCQ5r8LYi4IX4zhz5zYc6KNEJWipOSYlkyeucBzF3hOCpYUL1JX3OHEXuCEZ5UIFMBwgDshcE6xXIaAfs9to5CgEC5VV1cXFhZevXoVmaREpX9T6D9FyCp9JtZLglSnSl3c1NRUVFREbW8GABgaGmppaSkuLi4vL6cW8VIdCeo5vJZOTF5Q2ismjgGCEYDPxNIgDzSiO1dcEDrJkqBxE9EuplyfSlWQ7seAb9Rup0B/5AB1QYjhgEiW76RCI6b1sDchAMnJb1pWegAmcftA2gXkwYzmMUYmBMSeQ5cDgtHJJTSud3oDAhB67viGA3wM4GOk29pFjd5ctBXhLpqygEkyE7xFAsR8DMCJPTVcGHACiNPMHq86uR1Xb7MYNIeO26dDDpGmeCn0EQBdRC9evGhpacnPzy8vL6dMUuqCV4KjN6b3Bf2p2jocjrNnzy5atOiTTz75/PPPz54963A4vMx8ymanD6CQFprN5nPnzlG2/+DgYHl5eWFhYVtb29OnT9FJenQt9XN6GX6tuF4MIMABihzEMAgAxCDAAPIu45RiANpv4a+dROhJjbgJC9p9ygWAE0dTlhAH9AiMXyk/vb6T6eVrkcfSAY+K4BC497rBKU8QgBhO4u+E0hgvnFeX22Q3gWQpyWOv/m/iqo3zNNKPp/7t6xOA0AXBCMRGIHBBDIM4ACg7qseyCVq0GfCEotcSEdJbiONoCyLgckeqgFEIUQdALE2imx04JHQcycMrMHomCJARFgDgEKDh0RjRKCbovAEt5Ay8hjSoA8KQwgmNARBSkiajjmjtHoKpkB9CGjRRkAUhdDqdFoslLy+vtrb20aNH9Isp38ZblOFk9O7R36uNqVSqpUuXbty4MTExceXKlYsWLaqsrKRf6TU9AGlYBkm/f19fH4Swvb29tLS0pKTkl19+oW+AQH8NFE3md5qoxJMwDiEGkGuU8JECT5h7baaglRqGYwC60DpjDOIugLloXQKlxlNLm95f0kU3PaKX1xv9oRNFIQE4Bohc+QBg7gSHb5nxyU96oj9E89Gv0OeNl4+Xur5Vwsm1tGRYCIn+HvIFVNQgcKP/6zKERLYSwpPhhHAMgjHUW5MnPbIC0iTgBjK6MTEDAiEeRx7gALggmmsjrCLqO1q9IPBKNP6akpnAxPeSHDrlDhrAJ5QTVWwPFcIwrK+vz2AwqNXqS5cuUckFxvuFZoHeC/SnYNdutycnJ8fFxaGPDocjMjJy+/btaMtKunQmK9ilS5fUavX169evXbum0WjKysqolVz/WgTGHby3RPVeH+gD/abp+fPnra2thYWFKpXKK7bHyxr7rdj+kGY7XL58edeuXSdOnKC+ysjI2LJly9WrV9FHupMR/WRkZKS7u/vq1as3bty4ceNGWVnZqVOnysrKzp49W1NT09nZabPZ7Ha7zWazWq1Wq5V+gIj+0To52Ui2D9ls1CebzWqzDlmHBq1DVrttyGYbsNoGbNYndttjh/2Jwz5os1ntNptt6DXZZrPabVaHm20Om81OlnjQahuw2QZttqdW64DNNmi1DdlsQ1br0NDQ4BRVsFqtSBSPHj3q7+9HN6ML5/VpyGodJMVjtw6RbLVbrVarddBuH7QhedgH7LYB29CAwzZktw7aX1sgb8g2JD1UYLvdOjT01EYKbYJa2axWu+3xwJP79+8PDQ05HI6hoSFKelaaFr01sluHbEODVuuQ3f7Uahuy2YdsditRcLvVarXZhmz2pzQefCOB2K02u33IZn9qcww6hges9gGrfcDmeGpzEI+2OaxWu9Vqt1nt9iGKbXb0a1IVBwYG7t+/jyTzlgXiFozdPmS3W212q81mHbTZUPWHrPYhVMAhu23Qbhu0254SbH1qHxqyD1nt0xCLbdBuf2q3P7XbB5Ec7DY3UtiQliO22d3H1im0wWazDQ4O9vf337t3T6vV5ufnV1ZWPnnyhI5jYNyM5iygLnxP0J8irVYrEAhOnjyJPmIYdu7cuYyMjJ9//hmdoTsZ0fHg4OD58+ePHTtWUFBw4sSJ3NzcvXv35uTkFBUV1dbW1tXVGQwGrVar1Wp1JOn1eq1WW1tbi46pv/RrJiStTqfVaXVaLXGo02p1Wq2+Vquv0RlqtYbaGr1Wa9BX62sr9TVVdfpqo6FaX6vVaXW62tdkrVZn0OqMWp1RpzXqtHU6bZ1Oq9dpdXqtTq/VGnS1em2ttra6Tq+r0+t02hq9ttag1+q0tVOVX6vV6/V6vV6hUBQVFSGxjJfP6xBVNXR/g1Zbp9XWaXUGrU6n1dboDbV6Q61eX63X1+h01dqqijpdjUFbrdPWvL5MfoW15D212hrE1Ec9Udpava7WYNDp9dqamipK1LSXS7JepzfWqTXqs2fPVldX19XVabXampoag8GAlGdasvoVqtFpq3VarcGgNdTV6Aw1WkN1jV6n0xsMBp1Wp9PV6nTVFGv1byRApMS1On2t3qitq6/R11VpDbUGU63BVK2rq9bV1ejranWGWp1BqzPotHqdVq8nXqqutqbWoDfodDq9Xq/RaM6ePVtVVfVmWjQVGXR1Oq1Bp9XrdVqdFr3laq2+Rquv0epqtTptrU5bo9PW6LXVBm21oabaUFNtqK41VGunIxZdjU5frddX6/S1Oj3R3nVavbZGr63R1lbrtTV1eq1RV2vQ1hhqawx6rUGv0+tqp2h3BoOhsrLyxIkTBQUFx48fb21tpbI0AzLyZzbtfTq9F+hPPQWh/6lTp9BHHMdPnDiRnp5+5coV6kp6Cjb0cWRk5AVJHR0dp0+flsvlGpLUarVKpVKpVGoajT+DTqonJxXBKrWqTKUuU6vL1OoylbpMpS5Va0rUmhKVpkRFHpRplGWakjJNaZmmVKUuc//6lZl4gNrrtEpTpi5XqcpVqvIyVXmZqlylLlepy8tU5SpVuUqtnroKKpVardZoNEePHs3Ly0Mny8vLy8rKpq77lFIpU6tLyftrVERBNCq1pkytUmnKVBp0QalaXapWlWrUZRpVmVo1HZlMzSqV+4B8v/TzhEQ16MWpUJFQMejvl2D1ec2JkydlMllZWRm6oLS0FIlrurJ6FVFqVGqNSl1eptaoVBqVSqNWaTTEayXEqFKXqtSlZeqyMjWSo7umryErgstU6jKVRq3SqMtU6jJNeammvARps7q8VK1BTL0qtVqtUqnLSstQyyovLz916lR2dnZJSYlGo5mwTb0N0qhVGrVKrUZNT1WmVpeq1CUqdYlKXaoi2yBqfSq1kuSSabQ7dxt3K3aJWlVSjrhMiQ406hKNqkSjohroVBXXaDTff/99ZmZmUVFRf3//q04uzgq9F+hPUU1NDZ/PP3PmDHUmNTV18+bN169fhyT0Q9oEwPg7AABqamrOnTs3PDzscDjsb5VsDrvNYbPbrR7sGLI7Bu32Qbt90OEg/jocg2i8andYp/ssq80xZHOgp9gcdrvDRmOrw2F1OGwOh9XusNodNofD5nDY7A7br1fZ4XDU1NQUFhY6SEL+n2kW02512Ol19CwjUXqbzWGz220Ox7Qf9CrkoB046B8dZDkd5FtzuN+jjaoJnR0OR3Nz87FjxwYGBux2OyUlpFRvXbXsdrvD7vGSHXaHw+Gw2x12m83hljNRZitVn+kXxOqwDznsg5SW2ux29NaGPBk9xeYgJGWz2ZA0HA5Ha2trfn4+EtGMkdfbtBMFdpCvEjFRzEGSh6g3+/oPo7RlyGEbdNgHHTaSiTujhm+3UUdT0q1bt44cOYJCUSgcm8no4Vel9wv9e3t7eTzeqlWrRkZGIIT9/f2ff/55QkKCw+FAF9BDVujDJbovqK6uTqlUzmax/+nIZDIVFxe/61K873T16tUTJ068D630vaWrV68WFBT8lkX0Kvj44MGDI0eOWK1W6Alc71xu7wX6UyCO43hlZSWTyVy8eDGTyQwNDeXxeD/88AO9JF6gTxclkqbRaCwtLfW6+C0QsaWLB1MZ+9zxhe64aHdyKiJGjioOHPd3/EnoAtBJMgbIDAVUFCigpc8kA/dwzP2wSSoBIYTQZDKVlZV5CX+aUiGK4v4EqVwJZMQ4laOLTCFA/mziir+yiCY7Cb2vgZAMiyVCKt3hejgk8i4Sm21TUd4QXr169ezZs1RSEDp5hWe8LSKjFVEuIk+m6kUGmmNEjrophTnJSfKtochhWmYLQC2H81A0WhIPDyf1tWvXzpw5M6GI3hbR3w75guBULQ5zn5mWFnnUnIq1pc6hdYsustFReRUna3YQwjt37hw9ehTN9BKVmjJwcdbofUF/CrtdLpder1+/fn1sbOzGjRsR9MPJQZ+6CeUUunPnzkxkSgLEHw8Q9ooW9tAcqnToL07+xT0/TngSQHccPy3BIe1hFAoQLRiDGA7RDgS/8soAAHfv3u3s7ARvxfpwx4/TPxMffmUpzITSgK8moilOet1k8qBt7+J6Vmxg4Mn16zdGR0cprZuVRuupVO4e1fN7BH300r+WiKhVAhMmugDjC+ItPSSKp0+f3rhxw+l0vhMg8xaTFyR4tTv4SiKaRBncz6QvuEC5Tz1XkkxADofjypUrKLQfJ+mdQz98T9Af0prW1JfRIz69lpjT/84C0dSO2POCzCNAN9loS05wmqkCxv2d4KOX+eHRZGm2IRoijJE82ea9hKDo7WMG4IxujAE4RUMCk0tjvHBeXW6T3QSQj6Q17vFwN64iEJIhGVSLnVkFG4/C+LiKjFeHKYQ59clpMaVFXuHXs2QpTlgiWovzzjvyulo0odK6VQj3ZGpd8a9bUXQb4u3J443ofUH/ySRCVzUvk99LmtQFVPaeGSVP5UNpsBD6u7x0EakNGMdTnxwHTvTkkxiZYNQFUDJxd/7RqTKcePWv4zNeTFsOtE+4Z0KwicZIcIIqT0NEv3oTT2HSSuL9BidDf/dp+u5LM0juQoKJXRBUXei+GgAmq/ivishtZnheTheX1z0njEx/RettekKhv6KJoJ/eItyZnKh29+paBDweMmERaB0AkfcX89qtdzKiGxCz1llOTe8L+qMUWnSheDU2DMNQQjcq2daENsj4b98eTawu1Lc4cYih7PlUxlcvx+UrMqCPMAEk7+Mx90CklaCyl+GU/32SCtCAHnh2k9MWCtnaAFliMmkMIJfjexYPlXB6Mpk2A+AlHDd+0pze9DeNKkJkEqSUkBLjzCgYAAAHADnWMZwYUAIcAtxb5ajsHk4InCh7xjSYmjmYTLXorxh32zJEe6TnxaKOZ0AmGNmmEHm1O5y8wF1g4ovpqorn4yZ8KAB0BaI19gkJkkDqcrmoTGWzk8dtanpf0J8uJi+blJoSoLoHuiEGJsoy+I7F6mXnQhxz544iGJDTbROeBLSbTGTpULOqtMfhXtbqROUiperVR755XWmfcG8GnnUg5jDctcbIir+WiLwunvAmmFtQYAp7bnLbf5ads95dEplsbHwhATnZj/LeeFR8arlNJiKa09ID6inlwmhlADSgp2yIGZPVr2o2qXWeYsIhwF5Hi0hVofPUzWlS7Zn4ctQnvR+xnojeF/SnkxeIj0eoN8esyWj86JX+kf7mvMoGPI1EryvRUB4nR5bkyB5CCHFAbYgKAAQYPum07a/U+pW1EL7V10p/WV4lJI7pI2pq2IFjOCCG5hgpAej2aqAeAzVoUlykGAm5QfeT0E0g6fOiJPG+NDIa0UXkJTo4TosAWffxeTSRzUtNWQIIqT3bkGw93DIQQs+ZTjeOe5ZuCh2aTJhvwYCgJWynbkX5SSbLJTe+neKYhwGOu9sdqhvVj7obGtUGMTB7yvKObVMavY/o/w6J3iDp2WvdKuWpi/TJBkAO7ujXo7uNCxCkhn7IKIUA7Z5KIKNHDwS8fvmevRSvlulVSCQj6kpUZfKYdINCt8yJX5E3R6LAPZs9DgASMv38ZF3m+0YTYiVdaJ4qBylx0XtQBGs4juM4RnWIAEIMw6jwm/dKSX6VxvvEvYi+uQJdhl7eS0hvL6SaQUiolJeW4jR3jVd/+RuhD+g/AREKQXNAjVdNOFGjheMcoNATASF5Zzh+fOBp9XgVBnj6Dd8fAsB79o8qqrtp0QRIVY0e9wYA8JIGAYLjAAGSvYjXS5n9ir8tohfeq6Z0mdB1Bn2P48DLiYyTmx390wkEkD06JKcAvb71UpXxqjV+rICI7jSGtF/BcaPVD+j/W0f/8UDj1QIntFDgOE3yOoY0SdKVDyfJ6xr6Tegt4X1Df3oVqJM4jiOLjKomvT3TfcReoqC3Q2o/BupBkyHj+Ab/T0ReSD0ej+igRk20egkBTBLs8M8ilglbGZx8IO71W+ipY14iheM0BHiaIOPv+duhD+jvQeNVx6sJUeA7ocUxof55NUWvb+laO2HX4oV68H16KWASM2rq6ye049AFdFHAcW4lSLNz4URdwj8ReVVtQlBDNBmIo9967WxKv+0/F/pDT7ifrOQAgLGxse7u7r6+vpGREa/xIv1XfX19P/zwA10+dNz3EpTVau3o6Hjw4MF7ZV3NNH1A/4nJarXev38fbbaJ47jT6bx3757XHmx0TaI3Yy88mtCWGRkZuXfv3vDwsNd4gu7ToN+c3knMkghemeiFd7lc/f39bW1tra2tP/30008//XTp0qW2trauri4kTEibBRlvt1K2Lb1XGC9b6tFew45/IqK/XwghhmEDAwN3796lNpoer3L9/f0//PDDxYsXOzs7X758SQ8Z7O3tbW9v99ooalbr88ZEh2/qnT5+/PiHH35obW1tbW3t6upCuZGHhob27duXnZ197949SAoQjRfpynDkyBE2mz08PExd43K50JiSbkOgn1y7di0lJeX777+nZPhboA/o70GU/ikUis2bN9+/fx+dv3//fnR0tEQimeJXE8pqMmzq6+uLi4szm83o43iLY4obvm8vBQDgdDpRwV6+fHn8+PH/+Z//+eMf//j73//+97///R/+8Ic///nPO3fuRO2QTuM7Oer4dQvwz9IHjH+t1MdTp06tWbPGZrOhjw8fPoyOjk5OTkbXDA4Obtu27e9///uf/vSnqKio1tZW6g42m2358uV+fn61tbWQZi68b3oyBQHPIR2EEMOwO3fupKamoir/+c9/joqKam5uhhBardbMzMysrKw7d+5MeCt0cOTIEQaD8ezZM/pXk8nk6tWrSUlJRUVFKL/kb4Q+oL83Ievg+++/X7NmDYX+vb29y5Yt2759O3UZsnO9HEF0e5/e/JBh4nK5nE4nOn/9+nUmk3nhwgW60judTnQNHQfRndH5WRHAaxDw9PygWj969Ojnn382m82bN2/etGlTZWXlTz/91NfXh0wzdA2SA7oJTttRmRICMn6R0OhdI3Ue9TdexXj/iT6OgZ7tSy6XR0ZGUn3k3bt32Wz2d999ByF8+fJlWVkZi8VSKpVXr149cuTI6dOnKZRUKpVfffXVn/70p7S0NPqD3kNDYTKiD/jQmV9++WX16tXffPONXq9Hg8jdu3dnZWVBEv1lMtndu3chhDiOj42NUXY9RUePHmUwGAMDA/SFaXT9QaqFzv/yyy8ikUihULx48WK2K//u6AP6exPCkaKiopiYmKdPn6KTAwMDX331VWJiIoQQwzCdTrdkyZKgoKDg4GCZTIYGpDdv3kxMTLx9+zaEEABQWFiYmZkJIRweHk5JSQkNDQ0KCgoKCsrPz79582ZUVNR//ud//vWvf125cuWPP/6IYdixY8fQBeHh4dXV1ei5er1+x44dBw4cWLhwYUhIiEKheN/6AC/jna4wx44dO3ToENqTGdHo6KhCoUCi27hx461bt168eKFUKrOyslD+21OnTp05cwbHcYvFsmjRouDg4ODg4NDQUJSy+5dfflm1ahWS0qJFiwwGA/xnm7jz8mLRO62DBw9GRUUhzwMA4N69e9988w0yOJ4/f3706NGoqKi+vj4IocPh6O3tRb8aHh7evHlzXl5edHT0unXrBgYGpj2Eeofk1Rc6nc78/PygoKDGxkbqmsePH6PsjVarNSsrKycn5/Hjx3a7fc+ePYGBgUFBQZ9//rnFYqGuP3Xq1Keffrp3795PP/00ODg4NzfXarUCABoaGhYsWIAab0REhFqthhBev349LS2tqKjoA/r/dtGfqm9paamvr+8//vEPNpvNZrOXLFny3//938jz09jYuHTp0piYmL179yYmJn755ZdyuRzDMIvFEhwc3NLSgu6QlJS0YsWK4eFhvV7P4/GkUqlMJtu9e3djY2N/f//+/fvnzJnD5/NPnDjR3t5+4sSJxYsXJyUl7d27NyYmhslkog5ALpf/+7//O5/Pz8jIWLt27eeff15VVfWuhPNaNDw8LJfLs7Kyuru7ITm0v3LlyubNm/ft21dQUPDtt9/KZLKhoaGKioply5ZVVVWZzeaEhAS08UBXV1d+fv7x48cLCgp27ty5ZcuWoqKigoKC1atX5+XlHThwICsr68aNG/C9dIVNQVOjP4fDodD//v37K1euROjvcrmuXbsWFRW1YMGCI0eO0ENWOjo61qxZo9Pp6urqtm3bptVqqa9mu25vRvSX2NHRsWPHjm3btk04Bzs0NJSZmZmXl9fZ2XngwIHPP/9cIpHs3bt33bp1y5cvR94hCOHRo0f/8pe/JCcn79+/f8uWLRERESdOnAAAdHV1HT16FKnWrl27Nm7c2Nzc3N7enpaWVlxc/AH9P6A/VCqVgYGBX3/9tUAgEAgEK1as+OMf/7hnz56RkZGcnBwGg0E5hZKSkpYuXdrR0XHx4sXFixdfvnwZnZdKpTExMc+fP6+urv7000937dpFd3zfvXuXx+NdunQJQvj48eP169ejMT6EcHh4mMFgbNmy5enTp0eOHJkzZw4ych89ehQeHp6RkTFr0ngTGh4ezsnJycrKoqxUh8ORk5Pz0Ucfbd26de/evREREZ988sm1a9eePXt28uRJLpf7ySefHD9+HI0VAAA3btyQy///9s79p4lti+P+Bfqr0RhfNREEYxCJUUERbCQ+EMVKi+VV5REqBCISBQsWLNIWLCAIkaBCAhqe/mSkU4hStCiPYqGUdipSIIVSoQWl5XHY94d9nTuW4vV4Tjz2dH9+IMx0MXT2rP2dNWuvPfsuj8eLjo4+dOgQh8O5e/eut7f3gwcPiP9CKKmjiN131P/evXvnz58n8tQ6nY5GoyUnJxMGDQ0N8fHxQUFBLBarvr5+eXnZarU2NTVlZWXBweH8/PwrV65A/bKpHfjNsXlwlEqlcXFxJSUlS0tLFouluLg4KSkpPT39xYsXAIDp6WmBQCASiZ4/fx4ZGUnku3Q63dGjR7lcrslkAgAUFhbu27ePWB2EwWCw2Wy4FEFXV5dQKISutX///kePHqnV6oyMDBT7A+DE6k/w+PHj6OhoYk2x6elpOp3O4XAmJydFIpFAICB6aXV1NYvFev36dVtbG5VKJRag5/F4UVFRAACDwRAbGxsQEHDz5s2Kigpo0NfXFxoaCmVdLpdzuVzyYlscDiclJQXGvwwGA2aWZmdnQ0NDhULhL2yGn2dmZiYvL4/P5xPqPzw8nJCQ4O7ufvToUSqVeurUKQ6H09/fDwAYGhpat27dmjVrGhsbAQDLy8sdHR1BQUG+vr5UKpVKpfr4+FRWVspkssDAwODgYIFAUFlZSZR8rJwf9Nvynbx/QUHByZMnYQYMADA+Pn7hwgU2m21zhIaGBnd394CAgI8fP+r1+rCwsMDAQB6PV1paSqVS9+zZ09/fT77B/KIT+2sQSXmiAufSpUtXr14FAMzNzaWkpFCp1PXr10dERAAATCZTfn6+SCSqqqq6ffs2kSa1WCxJSUlcLnd0dBQAUFpaSqfTicGA3NxcDoej1+tlMtmZM2ega/n7+3t7e9fW1mo0GpT5Qer/X6qqqlgsFrnmJzg4OD09fWZmpqCgID4+nuilAoEgLCxsZGQEZn5ev34NALBarYmJiWFhYWRVEgqFGzZsYDKZFotlcHCQTqfDmh8cx5OTk3k8HjSbn59nsVhZWVlmsxnGg7AOwWw20+n0vLy8X9kOP83MzAy8TWo0GrhnZGQkMzMzPj7+06dPZEur1VpRUbF///5NmzaVlZVZLBar1crn848dOwaflgYGBqKjo4uLi6H97OzsxYsX165dW1RUBMd+f7exkB9hZc8qKSk5cOBAZ2cn3Ozr6ztz5gys+bFYLB8/fiTKUWpqas6fP9/S0tLW1rZz504XFxdPT08PDw83N7cDBw5UVVXBcMGxgPcqmOqZnJxMTU318PCAD8cQLpfLYrEAANPT00KhfQnTTQAABpVJREFUsLCwsK6uLjExsaysDBp8+vSJTqffu3cPZs+Kior8/PxgiAAASE5Ovn79+uDgII/HCwoKgh1TLpdHRkZWVVVpNJq0tLSamhqk/k6t/vCUKyoqIiIiCNfRarUnTpyAo76VlZXe3t5PnjxRqVTt7e0XLlyIjY2dm5vr6urau3dvZmamSqV69uyZl5dXSEjI4uLi5OSkVqvFcVyhULDZbCaTOTY2ptFoGAxGeXm5Vqs1GAypqanHjx+XyWQqlaq2ttbPz6+0tBQAUFhYGBgYCJ8zTCZTUFDQnTt3/rm2+ROYzWaBQJCTk6PVauGehYWFhoYGf3//hoYGHMdxHDcajfPz8xKJ5NSpU3V1dQ8fPgwPD6+vr4fdm8lkvnv3DsfxjIyMvXv38vl8vV6P47harZZKpYGBgVwuF9ZHOpyX2k1VvXz5MiQkJDk5ubu7W6VSXbt2jUajwVzH+Ph4UVFReXl5d3e3Wq2+ceMGi8Vqb2+HrdTT0/Ply5fPnz9rtdq0tDQmkzk+Pg4cKvZfOcelpaXF19f33LlzUqlUo9HgOB4XF3f58mUAgMlkunPnDp/P7+joYLPZISEhcrlcqVRWVFR4e3sTa3rn5eVt3Ljx/v37SqUSwzBfX18ul6vT6fh8fmhoqFwux3E8JSXF09OzurpaqVSmpqai2B8AJ1Z/ok/W1NTExMQQBcXDw8MhISHp6ekAAKPRKBQKXV1dYVU7i8VSq9UAgM+fP5eVle3atYtCoURFRZ09ezYpKcloNObl5bm7u1MoFBcXFz8/v+rq6sXFRbPZnJWV5eLicuTIEalUqtPp2Gz21q1bKRTKli1b+Hw+DJDv37/PYDBgCGw2myMiIkQi0T/TNH8SOOqbn59PLso2Go0ZGRm7d++mUCjbt2/Pzc1VqVS3bt1KTU2dmJiYn5+n0WgREREzMzO9vb00Gm379u0UCiUgICA8PDwtLS0hIYFCoezYscPV1ZXBYMhkMmJ2mMNN0VyZnJmfn8cw7ODBg9u2baNQKF5eXk+fPoVR/OLiolwuP3ToEKx89/HxaWxsVCqVcXFxRKgLefTokZ+fHxwPdxSIWk/yz4WFBblcTqPRKF9xc3MrKCgAAJhMJpFIVFxcrNfr+/r6mEwmbBYXF5eSkhJiwsTjx48PHz6cmJjo7u6+efPmmJiY/v7+paWlrq6u06dPQ9c6ceJEcHBwU1OTRqPJyspCsT8ATqz+RP7RYDBotVqr1Qq+Ti5Xq9XDw8PQYGpqSiqVYhgmkUiIvDYAYHZ29s2bN2KxuL+/H8dxnU5ntVpxHG9tbcUwTCwW9/T0EJMP9Xq9VCptb2+HSaSRkRFo09raajAY4AH1er1KpYKZjaWlJY1GA6/L7w8s/NfpdLA7ETI3MTHx6tUrsVgsFosHBgbMZrNWqx0dHYX33cHBQYVCAedSKJXKlpYWDMMUCsXQ0NCHDx8UCoVYLG5ubsYwTK1Ww4kRDlrxaXdzYWGhp6dHIpFgGNbZ2UnIOvTAt2/fSiSS5ubmrq6uL1++WCyWgYEBg8EAp0fA4xiNxvfv3xOFQ7/25H6e5WX7r0LRaDQtLS1isRjDMJlMNjExAce6x8bGxsfHYU4fx3EMwzAMk0qlcKAO/vnk5OTAwMDg4CDsfcQ8auhaEolELBb39fVptdqpqam5ubnR0VGj0egoA0h/C0j9v8Gm9oDYSf7drn/87U/ZNiOZjn4hfqQsx2a2zo8f1uGKW1buXM0eNtr/fbKxO+7tKJkfu9K/2jf/kWv9HRuHaJBfBlL/b1gZmq18iwPcJGbzkj/94+vrZMkLVZLjU7KLE8+5ZGclv+qEHNWSjX9NU/x1iJNa/habj4iTsrvSJDkbQN5J1jsHUn8y5EYA306ctrncZLexe8MjNxHZSRyiWchnRL4TgG89x253sOskK0cRyJ2UbEO2JNs4CUj9bbFxFLvKspqjrJQ2mz1ks9UOtdJTV/saDoGN6NvdtPuUY7dPEpuOdSO0y3eu+8pP7Vra/HRo/Vot/LfxGbBinIA4wnfs7XYom08duvV+DqT+CAQC4Ywg9UcgEAhnBKk/AoFAOCNI/REIBMIZQeqPQCAQzghSfwQCgXBGkPojEAiEM2Jf/bOzs8lLMiEQCATiX4ZCoSgvL7dV/5ycnN7e3rGxsdHR0TEEAoFA/OvAMOzhw4e26p+fn5+Tk5OdnX2bRHZ2No/Hu41AIBAIx4Ss4ZmZmcQLsf+n/ggEAoFwKpD6IxAIhDPyH+fiHh4OFw2/AAAAAElFTkSuQmCC)
Figure 3: Analysis of Associations
Reference 2
Top Universities:
Houston
- University of Houston
- Texas Southern University
- Rice University
- Baylor College of Medicine
- The University of Texas Health Science Center at Houston
- Texas Southern University School of Pharmacy and Health Science
USA
- Harvard University
- Stanford University
- University California
- Massachusetts Inst Tech (MIT)
- California Inst Tech
- Princeton University
- University Chicago
- Yale University
- Cornell University
- University Pennsylvania
Global
- University Oxford
- Tokyo University
- Kyoto University
- Imperial College London
- University British Columbia
- Tech University Munich
- University Paris 11
- University Zurich
Statistical Analysis of University
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)
Figure 4: Analysis of University
Reference 3
Top companies playing key roles in drug delivery
Houston
- Apocell
- Bellicum Pharmaceuticals
- GB Biosciences (Syngenta)
- GeneLogic (Ocimum Bio)
- Nanospectra
USA
- Oncolytics Biotech
- Bristol-Myers Squibb
- GlaxoSmithKline
- Bend Research
- Pfizer
- BioDelivery Sciences
Global
- PolyActivaUnilife
- Mati Therapeutics
- Formac Pharmaceuticals
- Battelle
- Toxikon
- Novartis
Statistical Analysis of Companies
![](data:image/png;base64,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)
Figure 5: Analysis of Companies
Reference 4
Grants and Funds allocated for drug delivery research
NanoMedical Systems Inc., (NMS), an Austin-based startup cofounded by Mauro Ferrari, Ph.D., of The University of Texas Health Science Center at Houston (UTHSC-Houston), to improve the effectiveness of anti-cancer agents and other medications, has received a record $3.5 million Commercialization Award through the Texas Emerging Technology Fund (ETF) 5.
AFIRM Represents Enormous Interest & Funding of Research by the US Military in Regenerative Medicine. Each of the civilian consortiums was awarded $42.5 million over a period of five years. Participating AFIRM Institutions includes USA ISR Core i.e. The US Army Institute of Surgical Research, Ft. Sam Houston, TX and Brooke Army Medical Center, Ft. Sam Houston, TX. RCC Consortium includes University of Texas Health Science Center at Houston alongwith other institutes 6.
Texas Emerging Technology Fund Invests in Houston Area Nanotechnology Companies. Ensysce Biosciences Inc. is receiving a $250,000 investment for the development of its carbon nanotube technology as a delivery agent for cancer therapeutics. Ensysce is partnering with Rice University and the University of Texas MD Anderson Cancer Center for the development of this technology. Leonardo BioSystems Inc. is receiving a $2.5 million investment for the development a cancer treatment that targets small-molecule therapeutics to specific tissues on a molecular level. Leonardo is partnering with the University of Texas Health Science Center at Houston on this technology. Nano3D Biosciences Inc. is receiving a $250,000 investment for the commercialization of its 3-dimensional, in vitro cell culturing. Nano3D is partnering with Rice University and the University of Texas MD Anderson Cancer Center for the development of this technology. To date, the TETF has allocated more than $141.75 million in funds to 109 early stage companies, and $153 million in grant matching and research superiority funds to Texas universities 7.
Target Audience:
Scientists, CEOs, CROs, Directors, Healthcare providers, Clinicians/Doctors, Investors, Marketing managers/retailers,Professors and Students from Academia in the study of Drug Delivery.
Topics involving Business Opportunities
- Smart Drug Delivery System
- Nanotechnologies
- Metabolomics
- Proteomics
- Transdermal drug delivery
- Vaccine Drug Delivery
- Bio therapeutics
- Medical Devices for Drug Delivery
- Neural drug delivery
- Biopolymers, coatings and bio absorbable intelligent materials
References:
- http://www.bccresearch.com/marketresearch/pharmaceuticals/advanced-drug-delivery-systems-phm006h.html
- http://www.pharmacy.org/association.html
- http://www.happyschools.com/pharmacology-toxicology-us-universities-rankings
- http://biopharmguy.com/links/company-by-location-drug-delivery.php
- http://www.eurekalert.org/pub_releases/2008-11/uoth-tir112008.php
- http://blog.targethealth.com/?p=2937
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