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<img style="width: 100%;" class="qb_logo" src="images/ib-qb-46-logo-683ef0176708d789b2acbf6ece48c55de4cd5ddac781fb455afe3540d22d050e.jpg" alt="Ib qb 46 logo">
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</div><h2>HL Paper 3</h2><div class="question">
<p>Discuss biopharming.</p>
</div>
<br><hr><br><div class="question">
<p>Discuss the risks of gene therapy including safety, conflict of interest and ethical arguments.</p>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Beans contribute to flatulence. Alpha-galactosidase, derived from the fungus <em>Aspergillus niger</em>, is an enzyme that breaks down the fibre usually fermented by bacteria, reducing intestinal gas. Describe how alpha-galactosidase would be produced using <em>A. niger</em> in a continuous fermenter.</p>
<div class="marks">[3]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Temperature is a variable that needs to be continually monitored in deep-tank batch fermentation of penicillin. List <strong>two</strong> other variables that need to be monitored.</p>
<p> </p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The following base sequence represents part of a larger DNA molecule that is going to be analysed for the presence of open reading frames.</p>
<p style="text-align: center;"><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAdwAAABUCAYAAAAoN4b0AAAV30lEQVR4Ae2cQVYcyfGHe/4XYPb2MHt70N4edIAROsAIvLeE95bw3hp8gEE+wCAfwGDv/+J5b/F8AHg+AJwAv6/wjwmlIqurkupS4/nle60qsjIjIr+MyMiq7tJnNzc3NwsXEzABEzABEzCBlRL4v5VKt3ATMAETMAETMIGOgBOuHcEETMAETMAEZiDghDsDZKswARMwARMwASdc+4AJmIAJmIAJzEDACXcGyFZhAiZgAiZgAk649gETMAETMAETmIGAE+4MkK3CBEzABEzABJxw7QMmYAImYAImMAMBJ9wZIFuFCZiACZiACTjh2gdMwARMwARMYAYCTrgzQLYKEzABEzABE3DCtQ+YgAmYgAmYwAwEnHBngGwVJmACJmACJuCEax8wARMwARMwgRkIOOHOANkqTMAETMAETMAJ1z5gAiZgAiZgAjMQcMKdAbJVmIAJmIAJmIATrn3ABEzABEzABGYg4IQ7A2SrMAETMAETMAEnXPuACZiACZiACcxAwAl3BshWYQImYAImYAL3Srhv3hwtNjd//tHnxYvnd2TPzt5111+9enlX13KCrt3dZx/o4u+3b48/Elezq7T19PTko75UfPfd68X29q8/0IX95+fv0/axUv2QMbQgG9t2dp4M7bK4vLy8s682jlJYOa6trV92Yy3b8TfXSl7l36W9rdxbdOFjpT3Z39fX13fDY/6yNmVdbe7gXOrFB5fxX1fuAlPaB49l/p6xwB/wgbK0ci9Zl/Okv+Mct/pgtJk1Bdn4ZZQd22TnQ2O/xd+lj7hnvjR2jjXu6qPjKteZOblPoUtM4pF51xzCFf8r51+6s7wTZVXPb+5Rnj//7c3XX/+qV8LR0fc3X3zxs5uTk7/2tqtdvLq6unny5Jubr776xQ2yYnn58vedbI59ZagN79//s9ODvuPjH+5EXlxc3Dx79m2nK9bfNfjvCWNkrPRfxkV9GR9jow99sWFIef36j10/9DAPfQX7aYeOOA+MRfXY0VdkY1+b8tpQ7mW/Fl0wgN+ycURdsKYPLJcV2tA2+hq6pLf0TeStO/dWf9eYYRF5w2DI3I3hHudFeqPOeD07b/FB4kTxmM1rpqcl9iVnCDPaSgdrEb6lojHCp1ZgJj2rWmeibtkU15t4PTtv4Y6cFl2lftZCuGi+4SV7YlvYw3GMD8b+97rDZee6vf24msy58P49dxWbi52dp73tahfZlV1eXizevv3L4sWL/Q+aHR7+qatjtzHk7vODzskftzvqLztdu7t7dy2wH/1bW48WR0ff39WXJycnJ91Y9/f3uzvQZXc+9Md2dlEHBweLjY2NBTKGFGTDHq48RSh3YlEG46IwhjgPjPHg4A8du75xRVk/xXPmiJ0trPA5FebrzZs/3/lFOQfrzr3F3+GA74kFDFSIT/gQi7R7iAXb+Tx9+rSb16Hx2BL7Y/hwZ8taSMwTx6xJKnDnw7zU1pw51hnZ03Js5d6iK+tzfMzd7eO7HINf7+3tdb4QmWIn7aLfZ/Jqdc0JFwfg8+jRo5rsrp5FaG/vN71tahcZHIMlSZDssrK//7sOErbcp7BAIAPINZiHh4edLZkuxkniUxJExpBgVaDSjzHGya2NhzbY8Pjx4+6DbgIqK9TDkTnIxgVbFs/PP/886+66xaLbZMGu3PAJDn7B5iUm3HXn3urvx8c/dIt9jYX8SWwe2lExyzhIukoEfeNojf0+meU1NsToYTOfFa2D2TXqVr3O1PQOrW/hPlT2kHanp3/rNjJD2tbmYEjf5oSLI1Levbv9jlbfeZQ72+zOdIhhtDk7O+ua4vi1wkJIwiBA7lMYB7LinW0pj4SIrri7VBvtIGUr9igxqk15VDBrQ0JfEmkteao/zilbSdTYw0KYFZ4wULa2trLLXZ12yNUGP+ELzAef2oYPNJlfrDv3Fn9nQwkL+WvNLR6yPxGziimtKdz99JWW2O+Tl12DPTGPbVnpWwfnWGcym8bUtXAfI39sW5ixySG25QfIOD//V+9asExPc8Il8Cjc4V5e/rv7nJ7+vVv4y6S7zIjadS1aONOqizYQrXriDhIZSrw4Uq3EXR1tSPaMVfVZP+2moxOwADIfBGVZdNe1ufllecl/DyBwfX3Vtco2WX3d1517i7+fn5/3DfnBX9MGWbHLnJPg+mKYQbfE/lhY+FPrOqj1RGvGKtaZseOJ7Vu5RxlTncNZP0TjnCeeU5bmhMsulkQbHy3JQfkVnRLylMZK1u13Tx/+Olrfl6nNVMfsF4XlhoJExwIWd/7aJdfuPLGPnbHayV6CQncSqovHcjfNNQWSAiu297kJjCEwxN9LecQDi1T8IOehFe5kSWrxKRfJl4W39tSpNfbnZLPu60wL91XxY/51A8ljer43L9f7++huTrg1pV9+eXsn1bKDLmXq+2EcPhZ+qCIoHFt3flFm7ZEhjxCki+f8WVGiK3+uz6aDT7ZDVuIkYONCpcCuJWrVx1ek+Ck7BT0lK7Hhh2cu4wlsbNx+tz12A7nu3Fv8vfa1hDbfihNtAMfT/nQ9mF9ikfiJ8ciCS6k9Vm6J/ZZR4k9lbA+RM9c6M8SWrE0r90zW1HX4dd/XdS36Jk+4MkILjv5uOSrA+b5p1YUfIOHQWXJcpps+LDJacHQ8O/tH11VBGeVQx2SqbTxSn9mhO1++R47tOefXodivhC1djIvS9zgQp2ez4PIxAeaC5LRsA8kuOM7ZunNv8XeexhDXmT9/TO5h1Wju2FSXscUdL/Of+UBL7LeQYX0hvlkDagVbyruxudaZmk3L6lu5L5M71XU23C0bnZr+5oTLHVb22Oji4qJLJATnfQsy+JBEMmdH/lQwCCoW16Ojo6rM7C5HO0h97xPHjDwCRTtnXdOurnYnoO9k5YzqR/Cw4MVHXrom+8vFEB0kDO6MM1bYsrv77Uq/ApCND/XIrxJhVy5mGg+bldunGz++qrHu3OUvY/2dx2zEYo0FTLI4Eat1PRIfxEl256/v8crYaon91vHDndhnvrLCWlF+rTbnOpPZNKSuhfsQuWPbkMtKfsjgNxxT/v6lOeFmixCBSHLBOaYqes+RBF/ehfG3HqfqjqJVL86MLgCjKy4oOC6PlpgQAnJ7e/tOjXaQteSZfQekRBq/870T2PPjKfqhB1uzwjXmoNycMC4K44p3wJzv7HzTXYvvl2ayf8p1cOXxEv6GH2jjwlG+wlOHcrFeZ+6t/g4HkrVYxORKzPC/HuF/2aZwXX1IT46UWEs7lYgVt7reEvvqO/bIfBGj2IrPxRhnLlibuDlhflRk71zrjPQOPbZyHyp/TDtyFvZErvgz/s3/kTBVaU64TC4LSnwt6NWrV12ynTLYcDReLWJB47Fo/H6Fv9HF96xT6CSweAxMkrwNptsfgpDUWVyxgUdOWliZHCap5tBMEos1d7pxd8yuDn7UZ4Uxcx3ZWtyZfM6zO2nJ0LWoi2vo4RfkbBRIGGJIoMKNMaPTpU6AuWfBIwD1wyI94SEO4kInKevOfay/a1xw0O8Z4n+Fd+vX250/weuhlOxHO6XtxBZzryTWGvul3DF/s5bAnVhlY6M45vVJeLNOxjL3OhN1Dzlv4T5Ebksb4peky8ZFXMlt8GYtnqp8xn87NZUwyzEBEzABEzABE8gJNN/h5uJcawImYAImYAImkBFwws2ouM4ETMAETMAEJibghDsxUIszARMwARMwgYyAE25GxXUmYAImYAImMDEBJ9yJgVqcCZiACZiACWQEnHAzKq4zARMwARMwgYkJOOFODNTiTMAETMAETCAj4ISbUXGdCZiACZiACUxMwAl3YqAWZwImYAImYAIZASfcjIrrTMAETMAETGBiAk64EwO1OBMwARMwARPICDjhZlRcZwImYAImYAITE3DCnRioxZmACZiACZhARsAJN6PiOhMwARMwAROYmIAT7sRALc4ETMAETMAEMgJOuBkV15mACZiACZjAxASccCcGanEmYAImYAImkBG4V8I9P3+/2N19ttjc/Hn34Zy6WM7O3nXXXr16GatHn5+enixevHh+pwud6KN+Wdne/nXX77vvXi9r2l1/8+bog3GhC/svLy8/6l/aJBbl8fr6+q4vjMrr2d+lvS26pBTbkRf1bG39squLtql9PL59e9z1o/2ytrHfWO70nVMXcwqPnZ0n0ezqeeYX+CA218pD4J6Nq+bvGmc2Ljgia1kZyx156JPvDol52TDUB/Ftya8dSz9hrLW2sb7P3rH+nq2DNe6fYp2Zg7t06Dh0jtW+doy5LM5f9GnNeV/M1+R39TeN5eLi4uarr35x8+zZt3cSnj//bVfHNZWjo+9vvvjiZzcnJ39V1ejj69d/7GS8fPn7u75XV1c36EM2OmoFvbR58uSbm6+//lWt2V0942FcUeb79//sxkk9531FNmHf0IJMbGScY8pQXZoDxhbthw1cGFecs9IG2vBZxjr2G8tdfefSxfwwbo0rcpEtOtKWdqVfcB2fhEv0TfV7CNxb/F1zS9/oNxovflkrY7hHGcQG/InhPvmxj+xk7obEfuwr34h1y841fvQOLWP8XfGOr8X1Bb1D7F31OqMxz8n9Prpkr44wzOJY1zkqXiL/eH3Z+WJZg9p1BUC8TvCViQMnGevsUebx8Q+9C70WwhoA6dfE9AWDFs937/4/mtCdx4Xio4uhQkFRsyc0vTtdZSBINnZlReOqXVd/glqLQyanrBvDXX3n1KXFkbkm0Po2O4yFNtiXFfri9/G6xlLjug7cW/ydGIcFC09WxKIWZ2O4R/lKtFp3hsRXiw9KJ2PE38cUja029lKWfGRIbEk2x6xofatdp4/09fl6JhuO+PcQ5vSfk/t9dMWxKneRb/oKfoHO1tL8SPng4A+L8/N/9d49c5FHkHt7v1nartbg6Oj7xcbGxuLFi/20yeHh4WJ3dy991IluHmlvbz9e7Ow87eScnOSPoHlkxWMC2vIpCzYw5u3t7fLSWv99dHT7iA/bs6JxbW5uZpcX4gW/p0+fdl8ZlF8blB3HcI9959bFmJnrra1H1a8mGCuP8Rg/7bKyv/+7zj/xIZV1597q78Qj87u/n8ejWIhDeWSOh3CP/eCPvY8fP+4+6F/2SK/VB6PeVZ+P8ffj4x86brV1EP+sxfiqxxHlz8l9Sl3kCUq29sfxcV7z/bJd9ndzwi2FMXi+m2EBjwn27du/VJNlKaP8myDjU1voaM81HC1LGAQldpEoKDilgrfUJeAEda2Q2NfBqWv2ZfXacGR81L5vXPDCCekPP8rxcf07S66P4S4bOM6liyTKR36KfygBRXs4Pzs766rkQ+V1/tamRXxu+91u9NaVe6u/04/x1hamjIWYjeGuPhxJTMjFT+WLJKC+0uqDfTKnvjbU32GOf8pfa3aQjGsJudZn6vo5uU+p6+LiovMx/b6A73D5bpw5ioWbzL58FNtm55MkXAzjRwc4BkHRt8hkRtTqrq+vukut8uJuGkFaNEuIXCMxUwjs/5XCAse4WscEJwJd3JgHFryMX2Q2hrv6zakr3lmgH5+FkeplE8f3729/BDiG4UPg3urv9/En8dXGpI+75gB9rCvqQz2JB7+kvlZafLAmaxX1Y/z9/Px8FSasROac3KfUJcYHBweLy8t/dx/uZPmhap+fjYU4ScI9Pf1bZyBHdh382utTFyDFuxjsGbo7/tS2r1o/XOKv8HROfSzcyZJoWBhVSL4sgsxzVlq5z6kL2+ULGgMLOrazkA8p2S/Gqesr68i9z96pr7Vwpw/+pk0fNin5KoGXdrb6YClnlX+3+Htpj34xq/jlyI3Ppypzcp9aF09iy7tX/IybDO56pyqTJFwZw6322IVLfbPjxsbnXfXQRTDKUDCWr8Igi095l6Y7GIL7f6UwH4yrHBP12sVxzB6Twwinpm8MaDlf7bHyWO6wnlOXFnDGFsdFPaV8VPno0e33tiXDN2/+/AFD+Q8yHgJ32VuOq4PQ80/mTz3N7y6N5a6Omo/4ygavgVCI4cz+Fh+UvjmOY/19a2srNYvHxzGOtRFJG89QOSf3uXTdrpWXqZ+1IJ004WLAj4F8+zi4xSj1YXfBgMs7L13XkZ1emUD5GweMDsn52dk/um6aMMmgLba/e1d/TEVbEjgB81CK+GULU98YxFNPLyJH7niZk2xexnLHhjl1Me/4VRyPzqmXLWKjxW6ZX6i9juvOvdXf6YcvsWGpFRjGdxdpN5Y7fdBBrLEh1BzpeHj4p84ObZSiLS0+GPuv+lw+NjS2eBrD2lSuWau2c6z8ObnPqQv2ymtjmZTtmxMuO07tNKNQghHjNje/jNXN5zxHR2YZwBJIAry9i/3xV7baTcfHUGrPosqiobs31WMziYT62mLCmJloZDyUIn66M83svrr6eHPEnQVJg09Z9vZuHzGXC0ALd2TPpUt3Fsx/VvTdoBZE2rDY8WFs2QaDNtlmZt25t/o7v0Kmr36FXXKEXflovYU7cvEv2VnqIVaJw6l8sJS/yr9b/B3u+F9tHcTeT3kj0Br7LZxXoYtH8dlXoTAn/icrre8T8f4i72bF9754F4z3lGJdq/zYT+/2xRe+eSeMdwFLG+hHfd+7v33vrOnF5jgG3l/jnTx0Ze/oRlvHvrNG31W/H6d3mRlbfEeQczHkqPfsNLd976TBo2SMjLIussm4z6mLOWUO43/WEO1j/Nl7dvI1rpXvMOq9UK6VvNaZu8bNnJUxu8zfNY/0pa2K4pT6WFq5Y1fff0QgfdGGFh+Mtuoc3at4D7fV37FL701zjD4MX61PpX9qPBxXuc7MyX0qXZGNfDSu78QvfhBZxz4t583/8QXK4oLNQsakl4tOi1FZH+QCGj368Dc2xCKnAmBfITHUAoq+XJcejqWT12SvY8LFVpKGkkMcF3UlQ8aAo/UVOaj6tnKfUxdzis/0FdmjzUdsW/PBvkVuXbnHcbX4O/MtX5c/EU9Z3LVwl3/FBTDazLl8Tvz1d2ZD7NsX+2q3qoQr/5Ke7KixK7ZiG8aoxCvujAcGyxKD+IhXlNt3rnnOYoJ+kjsH9yl1lWPGfliKK2sF+qYsnyFssttlCzIBEzABEzABE0gJNH+Hm0pzpQmYgAmYgAmYQErACTfF4koTMAETMAETmJaAE+60PC3NBEzABEzABFICTrgpFleagAmYgAmYwLQEnHCn5WlpJmACJmACJpAScMJNsbjSBEzABEzABKYl4IQ7LU9LMwETMAETMIGUgBNuisWVJmACJmACJjAtASfcaXlamgmYgAmYgAmkBJxwUyyuNAETMAETMIFpCTjhTsvT0kzABEzABEwgJeCEm2JxpQmYgAmYgAlMS8AJd1qelmYCJmACJmACKQEn3BSLK03ABEzABExgWgJOuNPytDQTMAETMAETSAk44aZYXGkCJmACJmAC0xJwwp2Wp6WZgAmYgAmYQErACTfF4koTMAETMAETmJaAE+60PC3NBEzABEzABFIC/wGksWP9lrdC1AAAAABJRU5ErkJggg=="></p>
<p style="text-align: left;">Explain how this DNA can have six possible reading frames.</p>
<div class="marks">[3]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the type of codon that helps to identify open reading frames.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Once an open reading frame is identified, explain the steps researchers would follow to determine a potential function for that sequence.</p>
<div class="marks">[6]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline what is meant by the term genetic markers.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline <strong>two</strong> uses of genetic markers.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Evaluate the use of viral vectors in gene therapy.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the use of microarrays to test for genetic disease.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Metabolites that indicate disease can be detected in urine. State a metabolite found in urine and the disease it could indicate.</p>
<p><img src="data:image/png;base64,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" alt></p>
<p> <br> </p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Discuss the implications of biopharming using a specific example.</p>
<div class="marks">[4]</div>
<div class="question_part_label">b.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline <strong>one</strong> way in which genetic sequences can be used to indicate predisposition to a disease.</p>
<div class="marks">[3]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the use of luminescent probes in the treatment of tumours.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<br><hr><br><div class="question">
<p>Discuss the use of viral vectors in gene therapy including the risks involved.</p>
</div>
<br><hr><br><div class="specification">
<p>The dye Reactive Black 5 (RB5) is widely used for dyeing in textile industries. Removal of the dye from factory waste-water is important not only for aesthetic reasons but also because the dye can lead to mutations that may lead to cancer. <em>Paenibacillus</em> is a bacterium that can metabolize the dye.</p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest <strong>one</strong> way in which organisms such as <em>Paenibacillus</em> metabolize toxic substances.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The decontamination system for the removal of the dye uses a surface to which <em>Paenibacillus</em> can attach. Suggest <strong>one</strong> advantage of providing a surface for attachment.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline another <strong>named</strong> example of a microorganism used in bioremediation.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question">
<p>Distinguish between the structure of Gram-positive and Gram-negative bacteria. </p>
</div>
<br><hr><br><div class="question">
<p>Explain how infection by a pathogen can be detected by an ELISA test for antigens.</p>
</div>
<br><hr><br><div class="question">
<p>Explain how BLAST searches are carried out and the applications of different types of these searches.</p>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the diversity of Eubacteria according to cell wall structure.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the role of <em>Rhizobium</em> and <em>Nitrobacter</em> in the nitrogen cycle.</p>
<p> </p>
<p><em>Rhizobium</em>: ...........................................................</p>
<p><br><em>Nitrobacter</em>: ...........................................................</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the use of bacteria in bioremediation.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="question">
<p>Describe the consequences of releasing raw sewage into rivers.</p>
</div>
<br><hr><br><div class="question">
<p>Explain the use of bacteria in the bioremediation of water.</p>
</div>
<br><hr><br><div class="question">
<p>Explain how methane can be generated from biomass.</p>
</div>
<br><hr><br><div class="question">
<p>List <strong>two</strong> roles for microbes in ecosystems.</p>
</div>
<br><hr><br><div class="question">
<p>Outline how bacteria can be classified by Gram staining.</p>
</div>
<br><hr><br><div class="question">
<p>Outline <strong>one</strong> example of the use of a marker gene in genetic engineering.</p>
</div>
<br><hr><br><div class="question">
<p>Explain how bacteria are used in bioremediation of soil.</p>
</div>
<br><hr><br><div class="question">
<p>State, giving <strong>one</strong> specific example, how individual bacteria change their characteristics when they form aggregates.</p>
</div>
<br><hr><br><div class="specification">
<p>The table shows a comparison of DNA base sequences in several yeast (<em>Saccharomyces</em>) genomes.</p>
<p><img 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" width="401" height="243"></p>
<p>[Source: P. F. Cliften et al. (2001) ‘Surveying Saccharomyces Genomes to Identify Functional Elements by Comparative DNA Sequence Analysis’, Genome Research, 11, pp. 1175–1186. © Cold Spring Harbor Laboratory Press. Reproduced with permission.]</p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify the species that has the lowest percentage of coding sequences.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State how similar nucleotide sequences can be identified.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The yeast <em>Saccharomyces cerevisiae</em> was the first eukaryotic organism to have its entire genome sequenced. Suggest reasons for the choice of yeast as a study organism.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline possible medical applications of the polymerase chain reaction (PCR).</p>
<div class="marks">[1]</div>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="question">
<p>Discuss methods used in gene therapy, including the risks involved.</p>
</div>
<br><hr><br><div class="specification">
<p>Transgenic rainbow trout (<em>Oncorhynchus mykiss</em>) were produced from both wild strain and domestic strain trout, using a gene coding for growth hormone from coho salmon (<em>Oncorhynchus kisutch</em>). The graph shows the mean mass of the nontransgenic and transgenic trout at 8 months post-fertilization.</p>
<p><img src="data:image/png;base64,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" width="577" height="324"></p>
<p>[Source: Reprinted by permission from Macmillan Publishers Ltd: Nature, 409, Growth of domesticated transgenic fish, R H Devlin et al., pp. 781–782, copyright 2001]</p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Analyse the data for the growth of nontransgenic trout and transgenic trout.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest a reason for the growth differences between the nontransgenic trout and transgenic trout.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the use of marker genes in the development of transgenic organisms such as trout.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the possible environmental impact associated with the accidental release of transgenic trout.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The diagram below represents the cell walls of two different bacteria. State, with a reason, which cell wall (I or II) is Gram-positive.</p>
<p><img 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blxFzjbFnC2F8DZzoHq8ANhXcK2bduanRt3gbNtAWd7AZztHKgOP4CzzYCzbQFnewGc7RyoDj+As82As20BZ3sBnO0cqA4/gLPNgLNtAWd7AZztHKgOP4CzzYCzbQFnewGc7RyoDj+As82As20BZ3sBnO0cqA4/gLPNgLNtAWd7AZztHKgOP4CzzYCzbQFnewGc7RyoDj8QnD00NNTs3LgLnG0LONsL4GznQHX4geDsZmfFaeBsW8DZXgBnOweqww/gbDPgbFvA2V4AZzsHqsMP4Gwz4GxbwNleAGc7B6rDD+BsM+BsW8DZXgBnOweqww/gbDPgbFvA2V4AZzsHqsMP4Gwz4GxbwNleAGc7B6rDD+BsM+BsW8DZXgBnOweqww/gbDPgbFvA2V4AZzsHqsMPmursrlKpr7c3/pq+3t6uUslOfmKAs20BZ3sBnO0cqA4/cLuf3dfb297WBme3EnC2F8DZzoHq8AO3nR2in91ywNleAGc7B6rDD+BsM+BsW8DZXgBnOweqww+yOburVNre308j2O1tbdVqlf9FKe1tbZVKhVK6y2USMCe2t7Vt7+/n6yuVSne5TI8KgoDSRWdXq1W+bXe5TIlBEPCz093osiAI6LnoyuidEwFn2wLO9gI42zlQHX6QwdlkRBYwSZH+xb+QPqvValSZ9CdZlk1M1u8qldjTorPpK4J4W3peuif9V/R6EAT8J9+57qo3JXC2LeBsL4CznQPV4Qd59LPpd+rvViqVSqXC1hTFTP1s8eHRfjb9Lio5OjbO92dnc59bfLj45UDq66d4pXC2LeBsL4CznQPV4Qf5OTtcsiONlkcvNnc26T/qbLJ1X2+veIHUsQ7h7GIDZ3sBnO0cqA4/yLufXa1WK5WKctVY0n42SZedLXpa/F18dnoVcHaRgbO9AM52DlSHH2R2tjjxzGPU1Bum34MgMBwb54eLV0rOJvtSh1uaz6YLQji72MDZXgBnOweqww8yO5sXjYt9a+71cjovWBO9Li1D41vxNdLN+U/+hYbi+ebUyxeXrIvPEs2DOXC2LeBsLyiQs3ULU6MrZczZ3t/vXPhsQaoD1CHX+ewsiL1hB4GzbQFne0GBnK2EAl3SOZuEDWeDhgBnmwFn2wLO9gKXnR0EgckMGfrZwEUyOJuHndPNEDPiQHpe3wByB862BZztBS4723BVi/vOPjgwMDQ0NDs7a3S1q9UBkiE4e2hoKP7aubm5X73yyuObN9vJmlPA2baAs72gQc5OsfMij1RTOq9q4YdLfQXePVFytnI5jNjhELsd7GzeTIq+JXBkKj08uhoouhQojOzsyOm7du5cu3btDR0d969f/58vvVRni0fhsx4/xf0R63Hbtm0xFT40NLR27dp199579OjRuDeGp8DZtoCzvaARzk638yJJlOxIVhP72eI1YWSrRdZzV6nEXwXar19JK17P14j9bFr+yq9CXGEbvQ/njeNkpA0oxPgZYmxs7NVXX31006abVq0qrVnT19d3cGBgcnJSLj60LC8wcfZwrfbDhx4qrVlzcGCgXqvyFjjbFvhk8YKG9rPp96Q7L9ZNl3aW4H62lM5fC6RtIsS8SWPjbFmOfKXH6nrG7Gl6VEz0qsTx48f37Nlz//r1y5ctu+fuu59/7rkjR47Mzc2FIVqWJ8Q7e3Jy8plnnvncZz+7Y8cO00kTT4GzbYFPFi+w4Oww4c6L/Fids6MdYnK2lC72dKVuMftbcjbfYXt/v3KzRkbs36dwNjM7O/vHavWZZ56hwfOenp79v/zlcO0MWlbR4WZ1Q0fHDx96iGucpq5vWrXq0U2bxsbG4t8erQCcbQs42wus9bPNd16MipbTpUlofjg7W1RmdEdGaYA9eit+dnGrqfbr5+OlTIbZnC1y5cqVgwMDj276j5tXry6tWfPA9773/PPPv/76681+j4A0cLPqLpc7Vqz4Y7UatvzUtRI42xZwthc0ztmJdl5UTiqTs4MgkI4EJo+K/Waxy8sP397fL85zK/MZdTaliK4Vs0cvJ9RMkGd09kcsLoSLC8Gpk49v3vyNu+7qWLHijttv37hx4759+954441mv1+AKdyshmu1z990U3tb22233triU9dK4GxbwNle0DhnG+68GC65+eMFt0uQPukyqZfME8ldpZK0bpyvVCaKy8R4pbqk7ajgeaEcK5kf210u8ypxvkba2TFZ2V3fsg4fPrx79+6HH374y1/6UuXAgea+W4A5XI9Hjhz51PLln1q+/KmnnmrxqWslcLYt4GwvsDOfHU/q0wXMiWZGlz3u/TcNtCwv4Hq84/bb/+lznxsdHW3mm8ph4Gxb4JPFC1rB2X29vdL9achdd3Gd+OlGg5blBeK68Uc3bWrmO8pt4Gxb4JPFCxrhbB4WNjFxlhOBzBEHrpXTzDya3fydmdGyvMB8T5UWB862BT5ZvKBB/WyQHrQsL4CzDYGzbYFPFi+As50De5d68QNnGwJn2wLO9gI42zlQHX4gOFuxQy1YAs62BZztBXC2c6A6/EBwdrOz4jRwti3gbC+As50D1eEHcLYZcLYt4GwvgLMJ2gSm2bkIwxDO9gU42ww42xZwthfA2eFSJBicDfIEzjYDzrYFnO0FcDaBfjbIGTjbDDjbFnC2F8DZBJwNcgbONgPOtgWc7QVwNiE6Wzw7hHZg5W3U6E/aNE0844T+y3ego8woPfUZIXm9NNAc4Gwz4GxbwNleAGcT7GzxwGzxpE7xRNEwDPn37nKZT9cmQ/MZZdFTt41AdfgBnG0GnG0LONsL4GwiOjbO6qU/RZdXq1Xallw8WpR+yOWS4JOB6vADONsMONsWcLYXwNmE6GyydaVSoTFwvoZNzFdWq9XoYdshnA1CONsUONsWcLYXwNkEO1v0tORs7mqzsyklenYnnA3gbEPgbFvA2V4AZxOSs0nD1OEWL6MUcaK6u1wWu9p0EzgbwNmGwNm2gLO9AM4OhWXhZFzxT/qFe9JBEERlLB7OTRfQ78ph8/q0fHV4ApxtBpxtCzjbC+DsRPDqswaC6vADONsMONsWcLYXwNmJSD/ibQ6qww/gbDPgbFvA2V4AZ5vAu6ykDLlOBKrDD+BsM+BsW8DZXgBnOweqww/gbDPgbFvA2V4AZzsHqsMP4Gwz4GxbwNleAGc7B6rDD+BsM+BsW8DZXgBnOweqww/gbDPgbFvA2V4AZzsHqsMP4Gwz4GxbwNleAGc7B6rDD+BsM+BsW8DZXgBnOweqww8EZzd8H54iA2fbAs72AjjbOVAdfiA4e9u2bc3OjbvA2baAs70AznYOVIcfwNlmwNm2gLO9AM52DlSHH8DZZsDZtoCzvQDOdg5Uhx/A2WZ45ewgCNxdvwBnewGc7RyoDj+As83wx9kkbDgbNBQ42zlQHX4AZ5vhj7ND9LNB44GznQPV4Qdwthlwti3gbC+As50D1eEHcLYZhXT29v7+rlKpWq3SYHhfby+lS87uKpXogva2tiAIKLG7XG5va9ve38+P6i6X+3p7K5UKn/gbvXMYhnyrlNv0wNleAGc7B6rDDxYXwsWF6am/tbe17dmzp9m5cZfiOXt7fz+Js7tcDsOQXEueFp1NXqeHdJVKZN9KpbK9v1/8Lymc9Ux/incm2ff19lJiGIak/MT5hrO9AM52DlSHHywuhIsLBwf+u72t7fDhw83OjbsUz9nh9T4Ow7C7XCahKsfGRSWLGhYfzv1p8c7U2xYv5mVucHbLAmc7B6rDC6an/vbs008vX7bs1i9/eW5urtnZcRcfnM2dYMnZPI4tWpkHzNm7Js6mO9O/ukqlLM4Wx9jxU7gfONs50LK8+Bl9/8LtX/lK5cABCDseH5zN0hWdLZpY/J1TlFfqnC16OqOzR0ZGrl69uri4+FHy4uLMzMyZM2dqtdr09LSYPj09febMmeHh4ZmZGTF9ampKmT4zMzM8PHzmzJnofShdup7To/kZGRkJgsDwespnrVYT08MwnJmZqdVq0vOGYcjXR9NPnz7tePnA2c6xVB0nT558//33xU/8+fn5y5cvnzhx4uLFi/Pz82L6lStXTp48OTo6qrz+gw8+kNIvXbp04sSJsbGx6PUnT568ePHitWvXlPcR0xcWFsbHx5X3uXLlyqlTp0ZHR6P3oXTp+vHxcXre6Os6derUhQsXlPl0unzQrMwoqrPb29qq1Wqo6g2zicUZaGk+my5I5Gzxa0EWZ2cUEqdH75NISDMzM2fPns0ubHreWq3297//XUrXCfv06dNS/sMwnJmZSSpsuo/l8oGznWOpOkZHR6PiyS4kFu2lS5eUQpLETEIlgUnCpufViS0q7PHxcaWwWfDS6yLBK8VM93e5fNCsDCmqs7tKJV4+RvLmyWbSNq/9JmG3t7WRpOl3tjgPlZO5xTvw79Vqlf/k55U67vVZekcqhRQVj1JIJB6lqHRCInEqxXz69Ono9ZQevb/uPsPDwzHXS8KemprSCbtWq0XLIb58RkZGotfXarWGlg+c7RxL1SGJZ2JignqchkIikUSFFCPaaE9aJyR+XmWPU5lOwr548aJS2MqedCJhu1Y+aFaGFNjZzc5FQq5/R8b3pGOEpOxxKoXH6eZCUgqYe8zmwlYOldcVtvlIQy7lMzU1laJ84GzniFQHiycqthRCop6oydC3KKTo8+ruoxM2pWcUNt1H2cN2rXzQrAyBs20hvCOdFdLp06el669evXr27NloeiJhU350wk46NdDc8oGzneP66ogREvc4lUKSRLKwsMBzvUrxRIWkm9NNKuyJiYkgCHTCVvakY4StG/p2rXzQrAwpnrPFEexm5yUJwti4cug7DMPp6ekgCJRzuvn2sJVDx0oxnz17NggC6Xnz6mErF6PFTA00unxipgZ4Lr81nU0zTTQJ5RxCdbCQdIutDIUkLs4yHNolISnndHX3oblenZiVi9GUYlbObccL28HyacFmlY7iObuoLL0jdUK6evVq0kVYtZpi7pYXhUWFpBPtcPLV4+bC5sVl4iK1MLmw4xepDQ8PG/bU48un/urx1nM2Lw1x3Nl1haTsueYiJLpeJyTlEHFDhc09+ETCbnL5tFizSg2cbYuld6ROSPGrxCUh1Q1n0oknL2Hrvljo5qpNetihZlV5g8rn45pJVD6t5+ywIP3sdOFMUVElmosVF2Fln9NNFO4VsxqcBK8Uubvl03rNKh1wti3yi8+O70EmCmcaGRnJJdwrep8weXw2lYPj5QNnO4c+PnthYWFiYiKmx5k0nCl7fDZdn13YNOcdFXOi+Gy3yqf1mlU64GxbCGPjWYSkC/dKF3+sXCWeQtjRRVsxwo5ZPR7Nf0z5JAqHSyfsaPn47WzaUpAjG3kfAsnZOZ6+I4ZoplxYqo/PJiGdP3/ecHW0TkjxcdWJ4rOVPdR08dm5hHu5Uz4eN6t8gbNtkV98dq1Wm5qaUoqn0PHZMcI2Xz3e6PLx2NnS1gXRnYvo93xP31FuYpgMfXx2c8OZ3I/Pdqp8fG1WueOhs6M7lTpBfvHZUSFRetLV44bx2SmEjfjsgiKeXxcKSlaOjYtKznj6Dve/szibE2LCmQoUn52LsBGf7R++OTvlJmUWMIjPDoU9t5sVf6wMozpz5kx0a9JEwo4ZEjefGnChfFrK2SxdydkcaZn99B36nZ40F2fHCKko8dl1V5Un6mEjPtszfHN2aLGffe7cudnZWdOrDeKzY8K9Egkp3/js06dPZxQ2r/rOEp9toXwQnx3tZ5OARWfne/pO+/UH8WV0dt1wJklI3FPMHs4Us+d20vhs5YYqScO9+D6Jwr2aWD4eN6t8gbPT8/Of/WxlZ+c9d9+9ZcuWQ4cOjY2NxV1tEJ+tFE9MT7RWU8dnj4yMKIWkE23M4rJc4rNrxqvHdcKOKYcZxGfnB01pk01puJvSJWfnePoO98spMeN8dtL4Y5rT1S22MhQSL8JyJz5bN4TudPn426zypQnONllNGi59ZIj7ndEqlWq1St/l6SOAF87wwB3dX5dOI3iVSkW5YDGf0SwAAAlLSURBVJU/TegycSFrND9hGM7Nzb177Ni+vXs3bNhQWrOmtGbNhg0b9u3d++6xY+K7Mww//mRJJKR08ce6od3GxWdTfrILWznnnXv50GK0j2sG8dlLUD+bR7nF4etoa83l9B1a6UaX0UO29/dLkqhDtvhspSBTxB836zhOc2G7Xj7+Nqt8se1sw9Wk9BFADyHRioqtVqv8Z/TkTXF0jvsN/LxiaIq0YFX8MAqCQFzIGs2P8tWNjY0dOnRoy5Yt99x998rOzm/fd9/zzz13+PDhycnJHOOz8zofmoe+M8Zn5yts18qnpeKzpbHxZrHxkUdu6Oig5jM4OCh+wVKgj8+uKyT752dTz1XXw8b52V42q3xpWj+bfteNmLFioxIVg0R5OE78rJHGxnnwTTlmLi1YlVa0it8JovmJf5mzs7NHjhzZs2dPT0/P5z772a/ecUdfb++vXvmvY8eO5SKkXM6HVu4lnkjYLOCM52enELZyxILKR3mfpOVD5SBdD2fbYXZ2dmhoaMeOHfevX39DR8fatWu3bNlycGBAMQOlj8/OV0h5nZ+tFHOi+GydsJOGezlVPh43q3xx1NldpVJ006V0zubLpHTlglWds5X5ScRw7UzlwIHHNz+29s47V3Z2fv+BB3bu3Dk4OPjuu+8mndONCrvR8dkz+uM4KT+SsHXx2TGrx+OFbR7u1ejy8djZ/MXUwUPzeAbqplWrSmvWPLpp0/79+z9qp5r4bF6tbSgkXThTir3EGxqfTWLOLmzXysfXZpU7jjq7u1xmHzOp+9nR9a6hZsFqTD87mp9kCO/IycnJN998c+vWrd/61rf+8YYbvva1r2156qmDAwPnzp0L64UzRUXe6PjsGf0Wp3R9VNi6ofL4+GzlorbhhOFe5uWD+OyCcu7cuUql8vjmzbfdeuvKzs6eBx/cs3v3n995h50hLubK0oPknrFy57KGxmdT/mOO4zQUNr9e5RC6U+WDZmWIo86muW3W8/b+/kRj43xPkzFzccGqztnK/CR72fr47GPHju3fv3/jI4988YtfXP35z9+/fv3zzz33pz/9id/uLCTlEHG+wlaenx0dKk8R7hXNTyjEZxsK++rVqzT0nTE+O3X5wNlOMTk5+frvfvvzn/30nru/SVPgW7dufe21144ePWoYf6ybY04afxy/uCyRsCcmJnQCThSfTXuSX7hwQSlm18oHzcoQ2842XE0aLm2dyLs0iAvExIvJytKYnrTSTXpeSokuWBV3URafgjdllFKSYRaf/de//OXll19+8skn191778rOznX33vvM008PDg4mElJMz7gp52fPqLYmDVPFZ0fvk0LYMeFwLR6fXUiWqmN2dvbtt9/e+uyz69at61ixYu2dd/IUOPf8dELSrY5OGs6UKI7ZwXCvJpYPmpUhHsZnO4pZfLYopNnZ2T+/886LL774i1/8Qick5Zx30q1JlYvLPI7PjimfFo/PLiSa+GyeAl91441fuOWWngcf3LVr14njx/lx80vxx3kJKdEWng4KWxefbal80KzMgLNt4WR89tTUVDphexCfnbJ84GzXMIjPfuutt/bu3bv5scc+mgLv6dn94ovvvfee/fjs+DldxGejWdUFzrZFfvHZ8Tt8mQspftV0ouM4sws7FBaXuVw+cLZzxMZnR1dHT05O/vY3v/nJE08MDg6aL7bKKz47L2HH7CWeSNhJV483sHzQrMyAs22x9I7MKCReHZ1LfHb2DVVi5s51wo5ZPZ49PjvH8qEhdOk+rexsx0/MUx43qQyLSrE6+vjx4zmen61b/GV+fnYQBOarx2OO43SnfFq2WSUFzraFsAbto4QM52frxNOg+OyY++jmtpXCtnZ+duPKp2Wd7f6JeVEh5XXcZLqh79Y5PzuX8mnNZpUCONsW178j44d2cX52lvIxXD2O+OykON7P5oSYcCacn+1s+bRss0oKnG0LfXy2O0JSLi6rZT4/e1GzuCxMeH62C+UDZzc7FxGur46k8ccxi6eacn723NzcpUuXTp06lf387Jg9yR0sn5ZtVkmBs21hEJ89PT0dBIE752dzDzvj+dk6YScN92p0+RQ9PtvwxDzeaUB3nB3tYaA7VqfuiXniVgq8HQKf7CmlK/OTDKE66oYzGQopaTjTfOye24nis3XpScO94oXtYPk426xcA862hUF8dtJV07WaOj6b5nQNz8/mxVm6RVvRrUl194nZsnRkZES8T1hv9bjydcWUz3DDzs+Wy8dVZxuemLe9v1886Lq7XJaOs+M/ScldpRL73vDEPN6gkE/dls6xFU/jjuYn8SvXxGfz/8WerjI9u5AS7bnNPVSdmM2FHXP4RyJhO1E+TjYrB4GzbbH0jtSJJD5sKZGwYzYGiX5RiF89rhO/TvCGW5bqhM1bk+rEbF4+8eFeMzMzH9dMovJx1dmh8ek70gl1oX7LXumeiU7ME7v7odDPDq8/OECZn2TExmfzTl46gSkP4TAP0xJ3+MrlOE7doSDmq8dj9iR3unxcbVauAWfbQnC2bnW0oXiuXr06PDwcI6RE4V7Zj+NUzgGHyeOzY7Ymdad8iu5s5TGy6ZytOzGP9NzX2yu6Wedsk2Nt66CPz2YhnT9/3nCxVfxhGErxpDg/e3R09MMPP5Tykyg+m8K0lK/LPD7brfJxtVm5BpxtC2FsPIuQWDzS6nGnhL2YNj47kbBjwuFyKZ/CnZ9t2M9mHzOp+9nRE/NEH5s4W5mfZMTGZydaHR0vJN251/bPz25WuFdDy8fZZuUacLYtco3PjoZ76YRUa8n47MaVT9GdTQu+WM90vbmz656YRz6Onoanc7YyP8lofHx2unCm1onPzqV8nG1WrgFn2wLx2YjPbiTmJ+ZJ/xUvkI6zi56GZ3JiHt+ff9GdmCcuZxNTkoH4bMRntxJwti2KGZ/NPdSM4V78ehGfDXImc3w2Ccad+GwSdvb4bErPHp9tp3zQrAyBs22x9I6UVsnip1g/cLZzoGV58YNmZQicDQAAABQDOBsAAAAoBnA2AAAAUAzgbAAAAKAYwNkAAABAMYCzAQAAgGIAZwMAAADFAM4GAAAAigGcDQAAABQDOBsAAAAoBnA2AAAAUAzgbAAAAKAYwNkAAABAMYCzAQAAgGIAZwMAAADFAM4GAAAAigGcDQAAABQDOBsAAAAoBv8Pb2NCxn1WbGoAAAAASUVORK5CYII=" alt></p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Microorganisms play many roles in ecosystems. List <strong>two</strong> of these roles.</p>
<p>1. ..................................................................<br>2. ..................................................................</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question">
<p>Explain the formation of biofilms and the problems associated with their formation.</p>
</div>
<br><hr><br><div class="specification">
<p>Crop genetic engineering was performed to improve drought tolerance in tomato plants (<em>Solanum lycopersicum</em>) by adding a gene from an edible fungus (<em>Flammulina velutipes</em>). The cotyledons of tomato plants were cut and co-cultivated with <em>Agrobacterium tumefaciens</em> containing the transgenic Ti plasmid. Plates containing kanamycin were used to select for transgenic cotyledons. The graph shows concentrations of three constituents of the wax that coats wild type plants (control) and transgenic tomato plants.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the use of kanamycin in the selection of transgenic cotyledons.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State how the sequence of the target gene from the fungus could be identified using a bioinformatics tool.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest whether the results of this experiment show that these transgenic tomato plants are more resistant to drought.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question">
<p>Outline how a defective gene can be replaced using viral vectors.</p>
</div>
<br><hr><br><div class="specification">
<p>Annual ryegrass (<em>Lolium rigidum</em>) is a weed species that has been successfully controlled by the application of the herbicide glyphosate. The graph shows the number of confirmed cases of glyphosate resistant ryegrass across Australia between 1996−2012.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>(i) Outline the pattern of change in resistant populations of ryegrass over time in Australia.</p>
<p>(ii) Suggest <strong>one</strong> reason for the pattern.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State<strong> two</strong> environmental benefits from the use of genetically modified glyphosate resistant soybeans.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the role of the <em>Agrobacterium tumefaciens</em> Ti plasmid in genetic modification.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>Compounds containing the cyanide group (CN) are used to help extract gold from gold-containing rocks called ore. The process results in heaps of rocks that are contaminated with cyanide, a toxin that can inhibit cellular respiration. The bacterium <em>Pseudomonas fluorescens</em> degrades cyanide to ammonia (NH<sub>3</sub> ), which is less toxic.</p>
<p style="text-align: center;"><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAnYAAAAtCAYAAAAjgibkAAAR3ElEQVR4Ae2cT5IUxxWHWw7v0d7WsLcFe1voAAIOIIH3FnhvgfcW+AAafAAN1t5g7w3hvZnwAYbwAeAE4/iq4xveJPWvp3sYpvuXEUVWZWW+fO97L7Oysnr45Pj4+HiRFAIhEAIhEAIhEAIhcOkJ/OzSWxADQiAEQiAEQiAEQiAEOgJZ2CUQQiAEQiAEQiAEQmBLCGRhtyWOjBkhEAIhEAIhEAIhkIVdYiAEQiAEQiAEQiAEtoRAFnZb4siYEQIhEAIhEAIhEAJZ2CUGQiAEQiAEQiAEQmBLCGRhtyWOjBkhEAIhEAIhEAIhkIVdYiAEQiAEQiAEQiAEtoRAFnZb4siYEQIhEAIhEAIhEAJZ2CUGQiAEQiAEQiAEQmBLCGRhtyWOjBkhEAIhEAIhEAIhkIVdYiAEQiAEQiAEQiAEtoTApVnYPXmyv9jb++Xi8PDVIPq3b992dR49+n6wTm6EwFkIXLv268W9e9+epekHaYNu6JgUApXAxxoXz58/6+ZqctKc+b3aNeecZwXPDGSPpVu3bi44ks6PwMcah63FfTHz4MF3kzHUyhm6Jt7v3Plm6PbGyn++MUnnLOjevfsLjqQQuAgCh4f/vYhu02cI7ASB85jfr127vnj9+n87we9jN/LJk79+7Cp2+rUxw0Lv6dODxcOHf9qI/s+ePRvdnNpIJ4vF4tLs2G3K4MgJgRAIgRAIgRAIgW0lMLmwYxv7xo3fdlvabGv7mdOtc7fSKyDqs31Jev36dfcJi7YebEVSbnIrHJl8TqIeed1Ct7/6KZaVdK3PdZva/tGtr17brl7Tps/OWqc9r7ZgD1vR2owN6N1u/3Ot3bTp67OypU+5UJ97+Ifzys7tX8o54F85ct823Kv11Lm1r+8aOeiwShrjhBzsgQnxpF5ymWM7ddDJtvJVx7m20w4f1iRrZHN/TlxNtZnSd4yHvLSVeJKVeuP36mPY0KdpLg/r15y2VXbLmrowQi91pH7VUZ/W+KQdbThI/uSCmNC33mvHO+WtrJYxfkXmRaZWJ/xcU8sWfs6x1NNvNb6qjFoOk8qc9thfxxjya3uZU1br9cmqenve9v/ixQtvdXmf3ykjhoyVOoeiD31zv/rOfogz/E5b5Jgoo50yK0PrkLf+WDVG4HuWudB4Rr92/Mio1Y1r7Kpjr/rurO3g0Mpt54u5cQE/7KlJX+mLubGkjFUZI58DHsZVy7jGDPKpT0JX6movcaOvrNPOPdiFT3yGUg+ZykAPU8ui3qMO7ap/W72Vc5Ifj6T9/R+OP/vsF8fff//nrtazZ38/df355786/vbb35+SYB1y0hdf/Ob4m2++PqlzdHR0fPPmV91hIdf0Q703b950xd9998euTDnq8urVf7r7XpOTlFv1RRb9I5/7JNsdHPzYXc/5B5mr1Fd326gbumifeqh/ez2HLf1QT0bkXKOvcl+8+NcJW22FM/VkQjvaUKbOcJad7aZy2iJnbprDidhDpjGkrXNsl6lt0Kstm2s7bGqsow96KVs9ve5jMNWm1a1PX/tpeaCbnIwx+RIDJPyNHbS1jn2Sk+by6CqXf5CHbPo0KduYMj5qHZmoo20c58qqcwZ9YWvlj96UE7Mcxjby0WvIXscm8i8qafPQPAsLbPU+emIvdlmm37QduzjmxAXysJ+2cle+cVaZ2ydlLd8+huiArsisulf/ycD+jV1jRz+ho750bnNcttdyQzbJa22ijHP0qP5XF9vZd63TCRz5x1gfqXLqln3KiJttmdfogU4kOVW+1pOd16u2ow/kwkjmyiInzY0LY6BrdHzcxaWxatmcWLIu+aqMsR9fV3vkJ3djRPva62qvbcyxB9mmvrhpOVBXu5VDDnfnSfqs17TRD/rYPs0XnvTlCEPZmlSCMgY4oAwyylDGNoIHTk22M1gEXuVwjmwnEQ1RVgsR+QCpbXSabdQBuOpo2ViOzCGAbTsDQb2931cuS22rQSGjyqSybfnYj+0MTOzss5UyJ0S5GUjKkp9+snwo199D92t5Hw/ut+XaU/mvYrs22rcDU//MtZ2xoCwfIC0v6lQf2if5nDbVJ7Zt9e3jQV10I07hVxMy1Yk66Nj6s5bP5VH74Nx21U9tHXRhrLepljsWWjtoZ1uZ0K4m21Yd5M4940Y/2taYc8xYvk6On6oeY7Km5tk67qucykT+bUzOiQu5IaOmWj7EHBuJu7atcobYGse2sy/q28Yx2sqq5bYjJx44jG/lcI9knCuPnLrwN7Y2FSNyqX2NnaN3G5cy115trXFV47vKxyZj4azt5CVP5ddydWzHovbrX9sgQ8b6RbnUHYsl65nbh9dTOT5GPv2b1EXGbcy011P2Ur8m5NKnDCsH6mlDy0KfIU8u1e+1j77zwT+eePnyRbdleOvW7ZPdPU6ePv3byfXt27e7bc2Dgx9Pfly43DK829W5c+fugoPtTbeGDw8PF8hu05UrVxZ7e3snxVwPJeSxvXn37u9OVUHX2o5+kMkPImu6fv16t7XJ/Rs3vqy3unO2Sjlq4totVcqrrrXey5cvu8svvzwtFx1oAx9/iPn48V8Wt2591bFB7/oD0ym2Mmz74dptXPTlwAdtQh9leO/q1auednlleepGuahMZFbLkNEnZxVOdHft2rWTXtV7zHYqv3z5764NPN68edOdD30uXcV2YphEHNU09gcWc9qsom/loQ59sU58E3MkuOH31h9wpA6H91bhgWz6oX9+HEwccF7nDsfsw4enx6xt8UuNm07hiX/ace3nvTqmOfcH9Pq+jRuZ0H5Tf6DFGOfTy6tXrxaM86GET+BVWVG3zrO2R/+jo6NOFOMHpi2D1m9UnooLdMTvrQ5cM2/DRaZtf8bLsH3L+bCN1zpPtW1XmRvwFzHn84U5dEgn47/2R11scu4amlvmxEiNX+XVMvoa1m3+XFVZDsnDRnXQ3lXbyavto84XxswqcUE8MibRT79x7vhU37688tS+WjbGGHncp39Ta5vlU3lr7yprnSqbsUeSo/du3LjRnTIWkI3OQ3OrbWo+uLAT2pjhGMeAd7GCY2hXJ06+CxsgKMs9AszFR1Vm0+fowsG37r6kje09Fls1WLhPABqEXPMQrgGiDBcQfdyuXPl08fr1cmKmPu3lh2Nrmym26l7bILNev337bjEzNGiUo/6r5PgV/7ap/rYE++pDyrqrcLKNuTpXW7nXXhOX/LaDxODgPhN/n87KnpOP6T7Ufk6bdfUlvtqEzfDyaBlR3zLqeN7Kmbqm3dOnPy14ydvf/6HrjzbENYucdjxVefZpvNZ7q5wPxYUyvM/vY/p+W+V965tXv1g2N2fxxdh7/vwf7y3CkGGfMuiTC7s7d77uGDKemD/v3r27OHj/J8V9zRdTcTHkG3VSx17hMwuVZfX22nLysbHSzqHU5yUYzsyn7QOyyuW8r1/KtNF81RhZZy5Erxpjm5yrWvvnXsOBY4gXcmQ1V2atx7OUNQDytZcXmL5xabt1GSvnvPKzrHVkWJ+ZVT/GAozG5ta+dcjgwk6H2nHtrJ4zwfDwZPLizc7FCnVwHM7gYVoH3Jjzqux1z7Fhb+9qN6muIsudE9uwMCToCMCp9Omny4drHzceXOhjgg0Deum4g26CYuI2jbHVP0zK9e2h9uuEzlutu4TK3kSOru6GII8YwLe1bKifVTi1MubYTht0gQ0PVdPQQ8z7c/Ix3Yfaz2lzHvoSD/DyqPGhrpb1TRDWmZPTnjjjQCYLPOYAmD9+/HhQxLv+GRvLHZ7ByiM3jAvkeV6rW9bOR7VO3zlz15yYbtuyY8cizB239j7X6iSDvjrEBffZEbY+9eDrGO9rN1YmI+Tht/rCaTt1WjcukKesVrbXNR8bK+0cilxeJrCDOCPexnZdWz1a3eS7aoysMxeiw3mM/cp01XM4cIzxOmtcLNcESz/V59LQ5oO6r8tYOeeRn3WtY7y1Y7vVcWxurc832w3+VSwQ6RQn1EQAstCxnEmPTtkmpKx+HnWbEVk1+Vmqlq1yzsPaPms7+q+BuAyEo1Nl1Odtwb9wqe03ce4Wqp+FlOmnKLfD0XPJks+z/+zs4bqmMbYylbHtKlsYcfhpwzrkPHQ4LirN5dSn3xzb4Q1j+1EO5esmfdiy562LuOpLU202oS8P5xr/6MGYkBe5/VQdjdX6glDvn+WcuYNJe7koOuoW2H1jVh255yRHWWtH38Kj1csvBc5N3Odh71+nyaH1G33ht7oj38pe9RpZvJiNLeqQiU5T8yw+44Ww5dMyGtJxKi74SQGyeMmsyeu+z7u13tg5/icZY9at85Rl5o7Z99ssf4LjWKI+mwrLBd1y8wDuQ2McXfriv9b/kDGiveqk3bXc84vIz2u+0PftT1n8mcFF2Lpun84pxo/ytNXrNpdBnbOow9hj3nIM1nbt3FrveT64sKPC/ft/OHkL4poApCOUrwawmHNR5UCmvkrzZmliIDqQ5k5Mtq05uiGHlTKJwf3o0aNapdOfAgc/57wV0Ib2daI81XCNCx6O7OzRh28g6PbgwYNukeUbChMQ5VzzUOMBsKx3enE3xJY29EMfOp+8ssYMOcHAxAISdg8fPrTog+dzOfUpNsd2F/8wgSuJcx/e68Se8Y88DhL+ph9496WpNpvQF5vws7bxaYBzY8681kFvbDAO+3SfU4YMJiLkmShjXnBOMBbrCww6ws0FkA+3g/KdUTuUO5QzHogN2upz/X3//v3unmNTPWXGXDDku6H+xsrhSV9zEv2irzq18yyxYxnyqKsP53y+1sahuGCHi/iriyJ8x1xC33Pt6LN1zlht282dG5j7iC/0R09iiP6Ya/uS/q1zYRtb6osv9If8Nh0j6riJsa+sTebnNV/0jfGW9ybtWEeWO+J8EnVO6ZM3d63jmoOYQh5jy7HHmCMx1hmLxDRz55y5tdVpdGHnJzy2upm0l7s8t9/7zRTKobABaie058BptOegngGDAWdN9MlAVjd2S/itheCQyyBlN4wy7tM/wOgfvc4roRd90Bd9Lvve676TowsTEgc2+NBzAvWeug2x5T79MFkxUWkb9UnYTuKazwoEEnU4eIugjD4vMk1xGtNtju3YyMDU9/v7+92OMmym3qTG+uYevxuErex5CE7F1VSbdfVl/LGbwe4TflZPY4Hc3ztah/EzpfcUC+4Tx/iEnXvjDDbEJ+UkeHEOe+tQXmMRG5Z1lv8HGfWWv8s9/YcqncDmn+XY+qmLfX2+XDC9i3VkY6/zhjus/Ialzh2N6HO9nJpn0ZmxaqzxG2D8DE/GNcdYmooL2hIXywfJ8v94oy/kGy9j8qfuoX87T7nIGmqrn4bmUPzKPWzDnyT8h1yeK/XlwT5q/Bt/tHEOtp59f8gYWXfsq/sm88prk/NF3xhnd1Y/fkw7dzBgHLCGYU4ZSnPXOuziE3PwJL5IfEolBt+N75vdWHTszZlb39Or709lVy3zT4bbP9ldVc7HWp8/KffPlT+0jquy9c+n0flDJxhdRL/aeZG2q0PyEAiBELjouXAXPBDGw17+hFvvrfZWLODtiC3x9o8OVhST6j0EhtjCm88I7oLQlLdYVv28Ebja7xF56Yt22fZL77wYEAIhEAIhcK4ERj/FTvXsJ1YetGwlJ22OwBRbPpvwyaB+1mKrmN8vbPOiDsK7bPvmIiySQiAEQiAEtpHARnbsthFMbAqBEAiBEAiBEAiBy0ZgrR27y2Zs9A2BEAiBEAiBEAiBbSaQhd02eze2hUAIhEAIhEAI7BSBLOx2yt0xNgRCIARCIARCYJsJZGG3zd6NbSEQAiEQAiEQAjtFIAu7nXJ3jA2BEAiBEAiBENhmAlnYbbN3Y1sIhEAIhEAIhMBOEcjCbqfcHWNDIARCIARCIAS2mUAWdtvs3dgWAiEQAiEQAiGwUwSysNspd8fYEAiBEAiBEAiBbSaQhd02eze2hUAIhEAIhEAI7BSBLOx2yt0xNgRCIARCIARCYJsJZGG3zd6NbSEQAiEQAiEQAjtFIAu7nXJ3jA2BEAiBEAiBENhmAlnYbbN3Y1sIhEAIhEAIhMBOEcjCbqfcHWNDIARCIARCIAS2mUAWdtvs3dgWAiEQAiEQAiGwUwT+DyUTf+nKpMTaAAAAAElFTkSuQmCC"></p>
<p style="text-align: left;">In an effort to explore the conditions that lead to maximum degradation of cyanide, researchers sprayed different samples of cyanide-processed ore with one of three solutions:</p>
<p style="text-align: left;">• a sterile solution<br>• a solution containing a culture of <em>P. fluorescens</em><br>• a solution containing a culture of <em>P. fluorescens</em> and sucrose.</p>
<p style="text-align: center;"><img 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"></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the evidence that <em>P. fluorescens</em> can degrade the cyanide.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest how the addition of sucrose promotes the degradation of cyanide. </p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>With respect to the degradation of cyanide by <em>P. fluorescens</em>, explain what is meant by bioremediation.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>Succinate is industrially produced by continuous fermentation. It is used as a raw material in the production of flavour enhancers, drugs and industrial chemicals. One method of increasing the production of succinate is to genetically modify <em>E. coli</em> to express high levels of formate dehydrogenase (FDH1). This results in the production of higher concentrations of NADH. The engineered pathway is shown as a bold dotted line in the image.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Using the diagram, suggest a reason for high concentrations of NADH favouring the production of succinate.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Predict <strong>one</strong> metabolite other than succinate that will be produced in greater amounts if the amount of NADH available is increased.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the process of continuous culture fermentation.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline <strong>one</strong> reason this process, to increase the production of succinate, represents pathway engineering.</p>
<div class="marks">[1]</div>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="specification">
<p>International agreement limits the hunting of whales. Only the meat of the Minke, Fin and Humpback whales from Southern Hemisphere populations is allowed to be sold on the domestic market in Japan. Scientists obtained five samples of food that were being sold as “whale meat” in a Japanese market place. They identified the species and probable geographic origin of the meat using genetic analysis. The results were used to construct the cladogram.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Using the data in the cladogram, state the reason for sale of Sample 1 meat being illegal in Japan.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Using the data in the cladogram, state the reason for sale of Sample 4 meat being illegal in Japan.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline how the polymerase chain reaction (PCR) might have been used in this study.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain how sequence alignment software might have been used in this study.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="specification">
<p>Release of sewage in marine waters is a common practice but it can cause water contamination with pathogens. A series of experiments were conducted to compare inactivation rates of two different groups of microbes with different sunlight exposures. One group were fecal coliform bacteria and the other were coliphage viruses. Experiments were conducted outdoors using 300-litre mixtures of sewage-seawater in open-top tanks.</p>
<p>A two-day experiment was carried out with untreated sewage added to seawater. Both days were sunny with no clouds. The figure below shows the inactivation of the microbes in seawater as a function of the cumulative amount of sunlight and time. The survival curves of the two microbes are plotted against sunlight exposure (lower x axis) during daylight periods and against time during the overnight period (upper x axis). The y axis gives counts of bacteria and viruses per 100 ml.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify the time at which fecal coliform bacteria counts fell below 1 unit per 100 ml.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Deduce, using the data in the graph, the effect of sunlight on fecal coliform bacteria.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Deduce, using the data in the graph, the effect of sunlight on coliphage viruses.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b (ii).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>For an accidental sewage spill, suggest, giving a reason, which of the two microbes may be most useful as a fecal indicator two days after the spill.</p>
<div class="marks">[1]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>Removal of toxic heavy metals from industrial waste water is essential in order to control environmental pollution. Industrial waste water near Yanbu City, Saudi Arabia was found to contain 19 species of microorganisms that could tolerate heavy metals. The accumulation of cadmium ions in the most common of these microorganisms, <em>Aspergillus fumigatus</em>, was investigated.</p>
<p>The graph below shows the effect of pH on the ability of <em>A. fumigatus</em> to absorb cadmium ions from an aqueous solution.</p>
<p><img src="data:image/png;base64,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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the cadmium ion uptake by <em>A. fumigatus</em> at pH 6.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Calculate the difference in cadmium ion uptake between pH 4 and pH 5 at 60 minutes.</p>
<p>..........................%</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Discuss the use of <em>A. fumigatus</em> for the removal of cadmium ions in polluted waters.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The investigation found that both living and dead <em>A. fumigatus</em> cells were able to absorb cadmium ions. Suggest an advantage of using dead <em>A. fumigatus</em> cells.</p>
<div class="marks">[1]</div>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="specification">
<p>Soil contaminated with crude oil contains a very high amount of hydrocarbons, which may be an environmental hazard. In order to understand how bacteria could be helpful to remedy such a situation, scientists created laboratory samples of soil contaminated with crude oil and analysed the bacteria growing in it by measuring the respiratory activity and C23O gene ratio. The respiratory activity is an indication of the total amount of live bacteria in soil. The C23O gene ratio is an indication of the proportion of soil bacteria capable of hydrocarbon degradation compared to the total amount of bacteria.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the respiratory activity when the C23O gene ratio first reached its highest level.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a .</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the respiratory activity as the soil treatment progresses.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The data in the graph indicates that hydrocarbon degradation occurred during the first 30 days of the experiment. Explain the evidence for this conclusion.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Scientists are interested in inserting the C23O genes into bacteria to clean up oil spills in the sea. State the term used to qualify the bacteria that are able to survive in a saline habitat.</p>
<div class="marks">[1]</div>
<div class="question_part_label">e.</div>
</div>
<br><hr><br><div class="specification">
<p>Ethanol is an alternative energy source. Wheat straw can be converted into ethanol in two phases. Hydrolysis of complex polysaccharides in wheat straw (phase I) produces three monosaccharides (glucose, xylose and arabinose). Fermentation by yeast (<em>Saccharomyces cerevisiae</em>) then produces ethanol (phase II). The graph shows the changes in concentration of the three monosaccharides in both phases.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the maximum concentration of glucose reached during the two phases, giving the units.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Distinguish between the changes in concentration of xylose and arabinose in phase II.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the changes in concentration of glucose and xylose during phase II.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest an advantage of the use of wheat straw as a source of energy.</p>
<div class="marks">[1]</div>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="question">
<p>Distinguish between the cell walls of Gram-positive and Gram-negative bacteria using the table below.</p>
<p><img src="data:image/png;base64,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" alt></p>
</div>
<br><hr><br><div class="specification">
<p>Waste water from industrial processes contains a range of toxic substances that are harmful to the environment. These toxins include sulphide (S<sup>2–</sup>) and metal ions such as chromium (Cr<sup>3+</sup>). Microorganisms such as <em>Brachymonas denitrificans</em> that carry out denitrification of waste water, may be inhibited by these toxins. The effects of different concentrations of toxins on the rates of denitrification by <em>B. denitrificans</em> and a group of denitrifying bacteria named BPT3 are shown in the graph below.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Predict the Cr<sup>3+</sup> concentration that would cause 50% inhibition in BPT3.</p>
<p> </p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Waste water from some industrial processes contains high levels of Cr<sup>3+</sup>. State, with a reason, which of the bacteria investigated should be used to treat this water.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Compare the effect of Cr<sup>3+</sup> and S<sup>2–</sup> on the inhibition of BPT3.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Raw sewage contains high level of nitrates. Explain the importance of denitrification of raw sewage by bacteria such as <em>B. denitrificans</em> and BPT3 before it is released into rivers.</p>
<div class="marks">[3]</div>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="specification">
<p>In 2003, the Integrated Approach to Community Development (IACD) organization introduced the chulli water purifier to homes in Bangladesh that had not previously had access to safe drinking water. It was designed to be made cheaply from local materials. The purifier uses sand filtration to remove organic particles and heat pasteurization to eliminate microbes from water.</p>
<p>Water samples from 15 different locations containing high levels of the bacterium <em>E. coli</em> were passed through the purifier at different flow rates and temperatures to test its effect on contaminated water. The shaded area of the graph below represents the recommended temperature and flow rate for using the purifier.</p>
<p><img 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" alt></p>
<p> </p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the highest temperature at which bacteria were found in water that had passed through the chulli purifier.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Calculate the maximum volume of safe drinking water that could be produced by the chulli purifier in one hour.</p>
<p> </p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Discuss whether 80°C is the best temperature to operate the chulli purifier.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The results suggest that there may be a relationship between the water flow rate and the minimum temperature needed to eliminate microbes. State this relationship.</p>
<p> </p>
<div class="marks">[1]</div>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Evaluate pasteurization as a method of controlling microbial growth.</p>
<div class="marks">[2]</div>
<div class="question_part_label">e.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Distinguish between batch fermentation and continuous fermentation.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p><em>Aspergillus niger</em> is used to produce citric acid by continuous fermentation. Glucose is converted to pyruvate by glycolysis. Trehalose-6-phosphate normally inhibits hexokinase, an important enzyme in the glycolysis pathway.</p>
<p style="text-align: center;"><img 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"></p>
<p style="text-align: left;">Suggest how pathway engineering could be used to address this factor which reduces yields of citric acid.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="specification">
<p>The cladogram is based on a comparison of open reading frames in DNA taken from fungi. It is an example of how open reading frames can be used in phylogenetic studies.</p>
<p style="text-align: center;"><img 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RH/mbJRoX9IZ+c6HzvDslFPz85oEf8ZPYVLTJQj0Je2iLGJ6uY+Uri8hX7aMlm9erXXG10SOnnyBTc9HU7yPbM16e8iJEkfQdkvBFKOALtQ3n23snTunLS7HCJBHpNr13Jn2nR0fM6FlPk1OtxM8OyugSzk3kfuiaWIli/2eWpqygeLRgNkKXfnzh1f3GI3LGaDmAvbXmwEwCZwdEEM7NraYzKHMBlpQrcRISZ8hNiNQhu4b6SFvrKzCDGS4i8+/GO2RO9BNqw+JCIqxQJlsYHyZhPlITFgOzJyzsfP0HdIiyR+BERI4sdUGoWAEIgRgcnJyaq0Xbt2tap6VomtuRcuXPI7YZ56amsQpISgTAsSNTvtnYkTMjAzk/No2P1S70zCTU0P3VOMyR8SgE4mYcrhIcEzwATNC+G5eT4gGYWkwjwUEAK2J/NOXZv0ra4Rh0JDihEV2iwUSEJh2xbUil2FJKLQE4I+8/AUEiqwpe/sbKIMY1Cor9AeXVeOgAhJ5ZiphhAQAnVEgCRi1cjt25V5VYq1QQp6SAm7YDZu7Mrv5ClWth738AzMzeU8F4XtMekyqdtSS+Hzxa6pU6gTEsGEa0sjOXKyMk880MXzQrLAvXXrPlruoBxeE6RwaQSPA8TCJn88MdgSFXa60C8jLUZECsvhgeFeT09u6zM6ICPYg/eIepcv55ZoeMZ9yhsp4h7X2ERb1l4hAUSPLUeZtyZqrz4vDwERkuXhp9pCQAikHAFICTlDtm7d5nOGLNfzshy4+vqe9RMn22GZVE34zASMhyAaJ2HPF3uHUDARU89iJNCFRwSiYLogQsSSWJu8Hz582Ks1ksA9dNm1tWkEybbRUgb7IRpR2byZLcvj+e225lmhjBEH4kAgCydOnPBt8Qy7sZdnRnq4R328MfSDZ7RP20jhe64/h7xNRpAo19nZ6fts2HCPpR575j/oT2wIiJDEBqUUCQEhUAsEVqy41z1fTjvNzc3lFCu7DKRkYIAcKGvLrhN3QSbjsbErflLm17vFZUBGmDzHxt7IN8k9nhuJyD+IfLAlCpZQWOqhPHrxjOBZMOE5pMXahIzgjYiSD9MVndCpb8GkkAb0kx8EL4qRB2sD8sOLHB+UI8gVAoaYx4LPo6Pf9tfEslAOzwfEgxcSJSi0jZieoaGX/LWRFLOJtiBEiJEfPtNvXtSjLV70szApna+oP8tG4D426ixbixQIASEgBGqEAEGtpFivVK5fn6xr5tVK7QuhPJM/Xono7pkQ7EqKDffddx+pM5JibvB2ykMS/BDJQCGQbQSI3/jEJz5REQgsrxCUKlkagcIYkKVL66kQqC0CIiS1xVfahYAQWCYC3/rWf3X/9E//VLYWDsnjXBrJ0ggQw8ErukSxdA09FQK1RUBLNrXFV9qFgBBYBgJf+9pX3Wuvfc/HbqCm1NIN59IMD5915BGRCIFaI6Alm3gRlockXjylTQgIgRgQIKnZ3r1/kCcjnITLi7gQlmMKBa8IB9WRzKwRZIStyRz4V23OlML+6FoIZBEBeUiyOOrqsxAIGAHIyBNPbHbvvfee+853vrcowSB7KmVbWpqXjBexjK1s362V0EZ//1FHhlh24kCeJOlHQB6SeMf4gXjVSZsQEAJCoHoEIBl4Rv7u7/5uSTJCC+V6Qnp7d3niQoKzWpESy1WCXSwrQVB27+6tHgjVTAQC2mET7zDJQxIvntImBIRAlQhARr70pSfdI4884l5//XJs5AG9djhfPeJLbJsyS0vkLpEIASFQHgKKISkPJ5USAkKghgiQ/fSLX9wSOxnBZDsor6lphT+9F4JSS2G5hmUblm8OHNi/rEP+ammndAuB0BAQIQltRGSPEMgYAngU9uzp9efF/OAHP4rNMxKFkSUVlmzIsspBebRZS4GUXLlyzUG0iC2RCAEhUBoBLdmUxkglhIAQqBECpO4m1ffOnV92x4+fqFErC9XitahX8Cm7b0h9X6vYlYU905UQSDYCIiTJHj9ZLwQSi0A0x0i9d6WcOjXoeCm9fGK/PjI8hQiIkKRwUNUlIRAyAuxA2bNnt3vrrbfc888fb9gWWbwXSi8f8jdFtmUNARGSrI24+isEGogAZKScHCMNNFFNCwEh0CAEFNTaIODVrBDIGgLsbunu3ujm5uZK5hjJAjZ4aJYjxN+0t69yra3N/sVn7tVbaHffvr35Znfs2O46O9fmr6v9MDo64uOLqq2veslDQIQkeWMmi4VA4hCwHCP333+/++EPx8tOapa4jlZgcFfXer8tuIIq+aLd3ZvcxMSEGx191c3O3vavI0eec2Njlx3P6inT0++406dfzjc5PT3lOjvX5a+r+cApxIcPH3JNTU3VVFedhCIgQpLQgZPZQiApCFiOkU996tOxJjxLSv8Xs5MTiavJVcJkzaTf19fn2ttX59Xv2NHj+vqe9c8gJo0QbMMDttwThDmFGGltbW1EN9RmgxAQIWkQ8GpWCGQBgWiOkbGxNxKx/dUOygs1VwkTPmKTdvR71N292U1MXHe8VyJ4I1h6gVDgYWEZiHfagPzYPcpEyQ5LRJQ1m6anp32z5iGhLnVMFw+5x7KOLTWxvMPyjAnPsAfhM9vCEdpgacjq8W7PfIEP/xTqRwf3JAlAYF4iBISAEKgBAsePPz/f0vLo/JEjh2ugvbYq9+//Q2/7hQvna9vQ/Pz8rVuz83NzcxW1s2nTxvnHH++Yv3PnTkX1FiuMLl57937F60TvY4+1zdPO9u3PzM/MzPiqVs708Ix7JtHry5e/73Vwz2R8/Ece10OHvm635u17QnkT2sYWE+yhHXRZnynP94v6JqY/2iaf0Wf1rKzew0NAHpIEkEaZKASShgA5Rvj1Sgr1eiU8ixMjzqDZv/+APyiv1plW2XpcaeI0YkdaW1d67wMegGLeknLxoC6vpqaHfCwIcRvR2I1cW8WXTvA8mDeE9uwaLwreDDw11DcZGhryyzAnT75gt9zmzTlvjvWB98JlHzwo3Kee2YZuPls9FOY8PasXtEkd9EW9MPnG9SEoBHTab1DDIWOEQLIRYFvv9u3PuL/5m//pyUi9E57FiR6EpLm5OX96b0gH5TER5wJaZ93IyDk/EbPcQhxJdLIvBw/qIcSkmFgsiJEFu8/EbstBkA+uV65c6R9bHe5BRohvKbQlSk6oxJKPEQojGmZPe3u7Nev27evzL7sB2b1z545v3+oZaTlyZKcV8+/EoVCG8pKwERAhCXt8ZJ0QSAwC0Rwj3/3ua6nYSQOhwntBuvkNG97x5+FU6s2o5QAy2bK7BmGSZoKHIDCBlytTU1N+wjaiQT2LBYmSAiMcFrBaWMau8Y5ARmZnZxYQBvRCVHgOQYA8IRAYxDwtMzMz/joasGt94wH1qG9ExuyhHwgY8JIkDwERkuSNmSwWAsEhwLbenTt3uF/6pV9KXY6Rrq4N7sKFFn8oX2/vLk9KGjUABIciBAgXCiRkaOglZxN64fPFriEa0cmfcuPj437SN5LAPSMcds+IjF1bHbwgkAyWkvBaGDmCJNAWQbfR3TOUg2DYPdoxrwbtQmCoi7fFSAz3ISk8s3q0iR62IUuSiYBiSJI5brJaCASDgOUYYTIYG7uSCs9IIbirVq1y16696Y4ePVb4qK7XeCzm5oovPeAxYFK2JZRyDKMOr3XrFuYNYTmmGElh8jcCkCMOueUa2qIO246pB0mhHMtJJuRNIe7F6ludQkJkcShWzzwfUQ8Oz9DNd84IkXlKzONi9SE8RuTsnt7DRECEJMxxkVVCIBEIsDX2i1/c4n7913899TlGCD6FmDRSmPDN+8DEbcJni9swj4Q9W+odMoAUW5opRlJs8qcOSzJWDz3YZdc87+nZ6ckOXgxrgzpmN++HDx/2zyAWCDp4cc07YgTLglK5XyyQ1wiLbRm2crRz8uRJr0t/wkZAhCTs8ZF1QiBYBCAjBw8ecCxpnD9/seKdIsF2LGDD8C7gheLdcoOQjwMy0tnZuWAph3s8MwJQrFuFyy6UsaWZKLkwwmFeiMJrq4MHxMRiPS5fzhESYl3wnpjdkJGenlw8iNWBiEAsWI7hmAEEPZAslm3oD3lLIEtGQKwumNhyEeXIf4KAV6G3x+roPSwEdLheWOMha4RAIhB47rkj7ty5b/mJwoIqE2G4jBQCQiBYBBTUGuzQyDAhECYC5Bh57bXvJX5bb5joyiohkF0EtGST3bFXz4VARQiwrRd3O2fTnDkz7JKcY6SijpdRmOUrtgZLhIAQqB4BEZLqsVNNIZAZBCzHyN/+7d84cowQNyL5CAECXiFqGzasd2AlEQJCoHIEREgqx0w1hECmEGBb7+c/v879/Oc/T12OkbgGsqOjw+cnuXXrls9XIlISF7LSkyUEREiyNNrqqxCoEIEs5BipEJJFi1uuEgp0dHzOgZ1ECAiB8hEQISkfK5UUAplCgLiIjRu7MpFjJK6BZenmwoVLrqUll9lVpCQuZKUnCwiIkGRhlNVHIVAhApZjZMuWJ5VjpELsOOsGUkKcDYSO2BKJEBACpRHQtt/SGKmEEMgUAratl2RUyjFS3dBDSjgdGE9JR8fa6pSolhDIGAJKjJaxAVd3hcBSCBgZGRgY1LbepYDSMyEgBGJHQB6S2CGVQiGQPARsW+/PfvYzv0TDrhGJEBACQqCeCIiQ1BNttSUEAkTAyMh7773nc4w0+gC5ACGSSUJACNQBAQW11gFkNSEEQkWAXSC//du/5XOM/Nmf/beGn2YbKk6ySwgIgdojIEJSe4zVghAIEgHLMfLII4/4E1HZsiqpHwL9/UeVq6R+cKulBCAgQpKAQZKJQiBuBCzHyBe+8AX3+uuXHbtCJPVF4MaNSZ/VdXJysr4NqzUhECgCIiSBDozMEgK1QiCaY+Tll/9UZKRWQJfQe/Xqmz5XydNPb3OMiUQIZB0BEZKsfwPU/0whwLbegwcPuEOHDrsXX/xmpvoeYmfJVbJr1+6qTDtx4rhrb1/lWlub/YvP3KtGZmdnvY7Dhw9VU111hEAsCGiXTSwwSokQCB8B5RgJc4z6+49VbFh39yZfZ3T0VdfevvrDzyNuaOglNzEx4cbG3qhI5+zsjC+/enVOV0WVVVgIxISACElMQEqNEAgVAdvWqxwjoY5QZXZNTIy76ekpd/r0y3kygoYdO3q8IrwcY2OXXXf35rIVT09P+7KdnevKrqOCQiBuBLRkEzei0icEAkLg9u1b7oknNjvLMaKEZwENTpWmzM3N+ZossxQKJGRi4npFZAQd4+PjrqmpyY2MnMsvAe3Ysd1ZW9YORIj7tkzU2bnWjY6O2GN3+vSQf0a5qFCGOhAlpJQeykCs0E8da5NlKdNh+inD86iYHVGM0Gd2o4cykrAQECEJazxkjRCIDQG29f77f/+/K8dIbIiGoQjSwTIN5KGQMEAqWltbKzYUgoAuXrOzt/2SD/eiMSV4ZlgqQj9leGGLeWRotL293bcdJQLcYCkJ70uOMJXWQx3aQ0ZGRrw3iPbod9Qm2uG1bt1Czw4ECzsNi3379np9kDX09PU96+NtREo8xMH8ESEJZihkiBCIDwG2kn7xi1uccozEh2lImogdaW1d6YNa8Q4UEoBKbKUuRATCcPLkC74qEz/kAW+EkZ6hIbwfrfkyFNy8ObcsZO1jE2LXfGbS5/rIkSP+WTl6KM+rqekhR18hWogRDH8RIS1GhOw+ZCq6/AS5wTarz8GRfIa4SMJBQDEk4YyFLBECJREgHoQtohxpf+PGDV9+zZo1rq1tlevt7XUkN4tu69VOmpKQJrIAEzQTNZM2nhK8Bky6xJEYqSi3Y+aJ6OnJxaBYPSMBBLxCUGgvKuzooX3EyjLJ83lmJhckC5nBO4Jd6EDK0WM29fX1+Tr2h/vWFvfME1JIPmg3GqDLc8gV9a0s3hJJWAiIkIQ1HrJGCCyKACTkwIH97u7duwvKQEx4vfLKWff4453uz/98wm3Z8qS29S5AKZ0XEIAjR57zncMTAUlYuXKlwwNQrrognNEAACAASURBVExNTflJHo9IVMwzYl4Plj2Y1CEEFkBrZWySpz7ljahARhCzkc/l6ClmEzp5WdvogmAU2l0sQJcAYLDBm0R5cGPZJkpuvKH601AEREgaCr8aFwLlIQAZ2bOnt2RhyMi6db8jMlISqWQWsO2+xbb1QkIgAOadKLeHTOpGOqJ1cvdzHg8mc67xKjCZmzDBM6lH77F8QlmWTSBJ2GUTf7l6qG8eFWuLe4jFi3Bd6AnhuXlNojZxH1LEC7uMFMlL4iEN5o9iSIIZChkiBIojwDINnpFyZXz8R07pyMtFK1nlmOzn5u4UNRrvARM0HpJKhDqFOvGEoK+nZ6dXRW6TaAwGN5nYixEH2qfuiRMnPFGJekfK0UNdXkY8rC+FXpNinhDs4WUeG/rGzhqIkAlEh37RBn2QhIOACEk4YyFLhEBRBM6eHb5nmaZowcjNU6cGIlf6mBYEWGZgksUzEZ1M7Vc/k20lyzXmZQAf23GCLiZwJnXTBREilsTa5P3w4cMeVvN+GMbmmUC3ERp7Vo4e6iGUjQr3C70mPLekbmwthgQhFj+CbdSBYPEyMS9KMX1WRu/1R0CEpP6Yq0UhUBECLNdUKsSU4FmRpAsBJvuxsSve85DbgptLG88SRGdn54IMrdzDO2AkohgSeBmYtEdHv/3hUkez39oLkYgGn+LlYPK2NiEjBMEWkhHasEmedyM01nY5eswTYl4O6hbzmhBLQhnIGXlFIGq26ydal37kyFUODzCxPptdeg8Dgfvm5+fnwzBFVggBIVAMAf4DrUbOn7/olAitGuRUZzkI4Klg1w+BpIUBp8vRq7rpR0AekvSPsXooBISAEKgLAngybJuvyEhdIE9VI9plk6rhVGfSiMCDDz5YcQwJOKxYsSKNcKhPgSJgyyYQkUpzoQTaJZlVZwS0ZFNnwNWcEKgUgd7e3e7NN69VVA0S8847f1lRHRUWAkJACDQSAS3ZNBJ9tS0EykBg9+7S+UcK1fT27im8pWshIASEQNAIiJAEPTwyLusIsFPmG98YrAiGtrY2Vw2JqagRFRYCQkAIxIyACEnMgEqdEIgLAcjIE09sdj/+8Y/dpUv/j+PMmlICGRkYOKX4kVJA6bkQEALBIaAYkuCGRAYJAefeeecdt3fvH7gPPvjAnTs36latWuVhIUna8PCwe/fd2wtgImZk27an3IEDB0VGFiCjCyEgBJKCgAhJUkZKdmYGAcjIl770pHvkkUfc669fLkowKBNNfLZYvhHK3bz5jicrmQFQHRUCQiCRCGjbbyKHTUanFQGysn7ta191n/70Z9yrr367KBmh7+YxKYXDxYsX/CnAkBfFlZRCS8+FgBBoJALykDQSfbUtBCIIQB4OHjzgtmx5MtbTek3v1q3b3ODgqUiL+igEhIAQCAcBeUjCGQtZkmEEOMyMw8127vyyO348d0BYXHAQW4JAdpD+/mOLel58Af0RAkJACDQAAXlIGgC6mhQCUQRYonntte+5gYHBmsZ6EE/y1FNbXUtLi7tw4ZJISXQQ9FkICIGGI6Btvw0fAhmQVQSI63j66W2OuJFakxEwJu4EInLr1i3X27srq7Cr30JACASKgDwkgQ6MzEo3ApZj5L333nPf+c73yg5SjQMV2oaUlBsYG0eb0iEEhIAQKIWACEkphPRcCMSMAEsnxXKMxNyM1AkBISAEEoWAgloTNVwyNukIQEYsx8gPfziuOI6kD6jsFwJCIDYEFEMSG5RSJASWRoDtt1/84hb3qU99etGEZ0tr0FMhIASEQHoRECFJ79iqZwEhYLlAuro2uLGxN4L1jGCnRAgIASHQCARESBqButrMFALPPXfE5wAhx8iLL34z2L6znNTff9T19u5ekJY+WINlmBAQAqlCQEGtqRpOdSY0BOqVYySufitXSVxISo8QEAKVIiAPSaWIqbwQKAMBttZ2d2/yOUbOnBmuacKzMswpu4jlKpmbe98nUYOgSISAEBAC9UBAHpJ6oKw2MoVAI3OMxAU0fSCrK/lKSKamnCVxISs9QkAILIaAPCSLIaP7QqAKBPAofP7z69zPf/7zuic8q8LcRausWLEiT0QgJrdv31q0rB4IASEgBOJAQB6SOFCUDiHgnIOMWI6R11+/HOxOmkoHi503dkBfpXVVXggIASFQLgIiJOUipXJCYAkEmLT/6I+ec7/xG7/hzpw5mxoyskSX9UgICAEhECsCWrKJFU4pyyIC0Rwj589fFBnJ4pdAfRYCQmDZCCh1/LIhlIIsI0COkXPnvuX27etzR448l2Uo1HchIASEwLIQECFZFnyqnGUEkpZjJO6xImampaVFHqG4gZU+IZBRBBRDktGBV7erR4Atsdu3P+P+5m/+p8+8Sjr4LMqGDesd+UqGh89qW3AWvwDqsxCIGQERkpgBlbp0I5CGHCNxjZBylcSFpPQIASEAAgpq1fdACJSJAEsUv/3bv5X4HCNldrdkMctV0tGx1idR08F8JSFTASEgBJZAQB6SJcDRIyFgCKQ1x4j1b7nvBw7sd5cuXXQDA4PKWbJcMFVfCGQUAXlIMjrw6nb5CPDLf+PGLveFL3zBpSnhWfkIlC45OHjK7d9/wJ9qfOrUYOkKKiEEhIAQKEBAHpICQHQpBKIIWI6RLVue9AGs0Wf6fC8C4NXWtkpBrvdCoztCQAiUQECEpARAepxdBGxb76FDh92zz341u0Co50JACAiBOiCgPCR1AFlNJA8BIyOKiUje2MliISAEkomACEkyx01W1wgB29b7s5/9zJEGvqOjo0YtSa0QEAJCQAhEEVBQaxQNfc40AkZG3nvvPffd774mMhLzt+H27Vsxa5Q6ISAE0oSACEmaRlN9qRqBaI6RP/uz/6agzKqRLF6RYNeurvWOd4kQEAJCoBgCWrIphoruZQoB5Rip/XBv2/aUm5yc9NuCaY1riRAQAkIgioA8JFE09DlzCPCLXTlG6jPs0Vwl/f1H69OoWhECQiAxCMhDkpihkqFxI3D27LA7dqzfKcdI3Mguro/kac3Nzd5TQswOJEUiBISAEAAB5SHR9yCVCBBAeevW7XzfVq1a5Th7xcS29SrHiCFS3/dr16460s23tLS4q1ffrG/jak0ICIEgEZCHJMhhkVHVIkCcwrFjR93NmzfvUbF+fZc7ePD/dH/yJ6fcG2+8oXNX7kGofje6uja4CxdaFORaP8jVkhAIHgF5SIIfIhlYLgKcoVLqHJWPfexj7v7773fnzo1qW2+5wKqcEBACQqAOCCiotQ4gq4naI0BwaikyghX/9m//5n7xF39xwfJN7a1TC0JACAgBIVAKAXlISiGk58EjQHBkR8fn3N27d8u2dc2aNe7ChUtll1dBISAEhIAQqC0C8pDUFl9prwMCeEcqISOYdOPGDUf+EUmYCEAyJUJACGQLARGSbI13KntLIGs1cuNGdfWqaUt1ykfAPF7swpEIASGQHQRESLIz1qnt6fvvz1XVN/0Krwq2mldie3Z//zF36dJFvzW45g2qASEgBIJAQIQkiGGQEUJACEQRILU8py2Tr2TDhvVO5DGKjj4LgXQiIEKSznHNVK/a2lZV1d+2traq6qlSfRDo6Ojwgce3bt1yTz21VaSkPrCrFSHQMARESBoGvRqOCwGSbFUqDz74oOvoWFtpNZWvMwJk2L12LZfJlZ1UCkSu8wCoOSFQRwRESOoItpqqDQItLc3uE5/4REXKe3v3KBdJRYg1rnBzc4v3lIhANm4M1LIQqAcCykNSD5TVRs0Q4Bfzl770pPuVX/mk+4d/+Af3wQelc5GwVKPzU2o2JFIsBISAEKgKAXlIqoJNlUJAgIDHL35xi3vkkUfclStX3cWLl1ypuBDOs1FCtBBGTzYIASEgBBYiIA/JQjx0lRAESIZ28OABt2XLk+7FF7+5wGqeXbt2zccbvPvubffoo83+3Bp2bhAoWSicDMyygEQICAEhIAQah4AISeOwV8tVInDixHF3+vSQ27nzy+748RNVaslVw8tCAi68JgRQSoSAEBACQqAxCGjJpjG4q9UqEfja177qycjAwOCyyQgmECjZ0tLit5VWm/G1yq6oWkwI9PcfVa6SmLCUGiHQSARESBqJvtouGwESYz399DafKAsywvJLHEJWUAJc2TqMfpZ7JMlCgO+C5Sph+U0iBIRAMhHQkk0yxy1TVkNGnnhis3vvvffcd77zvZotrbB0Q7ryo0f73e7dvZnCOOmd5TtC8jSIiZbfkj6asj+rCIiQZHXkE9JvtvXu3fsH7oMPPnDnzo3WjIwYHBYsu3XrNjc4eMpu6z0BCERJyfDwK0UDmBPQDZkoBDKLgJZsMjv04Xfccozcf//97oc/HK85GQER3P8sCUmSh4CW35I3ZrJYCEQRkIckioY+B4MAu18IYP30pz/jXn3128qqGszIJMMQlt8QebmSMV6yUgiAgAiJvgfBIWDLJsVyjARnrAwSAkJACAiBWBDQkk0sMEpJXAiQY4SEZ+QYKUx4Flcb0iMEhIAQEALhIfBAeCbJoqwiwBLNa699z8dwxLWtN6tYqt9CQAgIgaQhIA9J0kYshfayO6K7e1PsOUbihoocF6tW/ZpylcQNrPQJASEgBJxzIiT6GjQUAcsx8rd/+zfuu999LbaEZ7XoFOfd4LlhSenUKe3EqQXGtdYJqezoWOPPOap1W9IvBIRAZQiIkFSGl0rHiADbej//+XXu/ffv1jThWYwmu/7+Y35JCUJiOzni1C9dtUVgxYom19S0QkcF1BZmaRcCVSEgQlIVbKq0XAQsx0hTU5P7wQ9+WJccI8u12epbrhK2Jvf27nZ4eSTJQEC5SpIxTrIymwho2282x71mvWZyhmzcuDHp22hra/MH2DERmLCt94/+6Dn3G7/xG+7MmbOJzTFCP0lXzuF8pCuP9tH6qvdwEbCjAvbvP+B4SYSAEGgsAiIkjcU/Na1DRM6eHXbDw2fc3bt37+kXqdhZ7sCrQAxGWnKMQEoOHtzvhofPOmJMJMlCwHLe6KiAZI2brE0nAiIk6RzXuvYKMoKn4ObNm0u2+wu/8AvuX/7lX9y+fX3uyJHnliyrh0KgXghASgYHB93FixdFKusFutoRAkUQECEpAopuVYYAZOTGjRtlVfrlX/5lNz7+51reKAstFRICQkAIZAcBBbVmZ6xr0lN+XZZLRjDgH/7hH/zSTk2MkVIhIASEgBBILAIiJIkdujAMv3btWsWGEGciEQJCQAgIASEQRUCEJIqGPleMwJtvVk5ICHolGDTtsmHDeuUqSfsgq39CQAjEhoAISWxQSlElCGQhd8fu3b1+V5FylVTyzQirbH//UR0VENaQyJoUIyBCkuLBVdcaiwAJ1MhPMjl53e9CygIJayzitWldRwXUBldpFQKFCGiXTSEiuq4IAc4Feffd2xXVofDsbOV1Km4kkAosT+ElQchXsmrVqkAskxnlIKBcJeWgpDJCYPkIyEOyfAwzreGpp56quP/r13dVXCfJFSAg1669mT9DJQvxM0ker0LbdVRAISK6FgK1QUAektrgmhmtLEP8+q+vdv/6r/9adp+vXLmWSS8BWPX27vInBjPJSZKFAERSRwUka8xkbbIQECFJ1ngFZS0T7BNPbHa3bt3yGVjLMW5gYNBPyOWUVRkhEBoCtvyGZ1Dn34Q2OrIn6QiIkCR9BBtkv5GR9957z33nO9/zJ95yWNli8SQPPvigP8tGnoEGDZiajQ0Bvvs6SDE2OKVICOQRECHJQ6EP5SLAr8QvfelJ9/DDD7tXX/12/vwP/qPm8DySpb3//lxeXVfXBu8V0X/ieUj0QQgIASEgBAoQECEpAESXSyNgZOSRRx5xr79+eVm/FNHFSblsjRVZWRp3PRUCQkAIpB0B7bJJ+wjH2D+2P27c2OW+8IUvLJuMRM3q6lqficyt0T4XfsazRGZXvEwSISAEhEAWERAhyeKoV9Fny8WwZcuT7uWX/zQWjwbbYfGONDWt8LsX8JhkVZqbW3zXRc6S+w3g+0tmV4kQEALVISBCUh1umar1ta991ZGt8tChw+7FF78Za99ZqoGUdHSs9aQE4pNFETlL/qjj3eL7y9ZgebqSP57qQf0RUAxJ/TEPpkV+0d24MZn/z7Otrc0Tg2g8B2Tktde+5+qxXZddOpcuXaxLW8EMQoEhTGTgQLr5/v5j2iJdgE/ol/ybUq6S0EdJ9oWKgAhJqCNTQ7v4T/PYsaPuxo0b97TC9tze3j2OPAs9PTvcz372M/df/su3XEdHxz1la3Hj1KlBx+vMmWHH7pysishZckeef18Ea8/Nva+jApI7jLK8AQiIkDQA9EY2OTk56bOF3r17d0kzfvEXf9F97GMfc9/97mt1z6rKf+g678V5YkbSucHBU0uOlR6GhwCeLjwljB9Lkvo+hzdGsig8BERIwhuTmll0+/YtR9BkKTJiBqxb9ztuZGTULvUuBIRABQjY8hsEe3LyXm9kBapUVAhkAgERkkwMc66TtgxQSZfPn79Yt+WaSuxSWSGQFAT4IWC7qJJis+wUAo1AQLtsGoF6A9rk1xoBo5VKVne9VIqTyguBxRAQGVkMGd0XAgsRECFZiEdqr3AbVyPEnIQk/NqUCAEhIASEQPoQECFJ35jG2qPFDsuLtZEyleGtWbu2w+d6KLNKKotByjo61mQ+u20qB7eCTp04cdy1t69yra3N/sVn7oUuc3Nzbt++vW52drYiU6enp3w/R0dHfL3Tp4f8telBJxhIkouACElyx64ulrMNOBThpOCtW7f5JG1ZXkpasaLJx/WQxj/LOITyvazWjrNnh/M5gCrV0d29yU1MTLjR0Vfd7Oxt/zpy5Dk3NnbZ8SxkgTjkyEVrRWZOT0/78q2tuXozMzOuqanJ2fXp0y+76enqPMEVGaLCNUNAhKRm0IaluKWluSqDyKAakrAF9ujRfk9KCNLNopC4DhxEzpI9+pDJao4KmJgY9xN6X1+fa29fnQdhx44e19f3rH8GMQlVZmdnXGvryorNm5qa8gSks3OdrwsO0f5XrFAVgkNAhCS4IamNQQTWrVmzpmLlXV1dFdepdYXdu3t9NleCdLNKSsBY5KzW37Ta6q/2HCeWPBBbqoha2d292U1MXHe8VyosgUSXgLiOCl6NHTu255eIOjvXOls+sXLYFC2Dt8bIEQSC5SXK5MjER8sr6KGsLT/hRbF+mm48JEZAeIaedety5IQ2qGttWR29JwsBEZJkjdeyrP3iF3+/ovqkkmeZJETBLrYkZ/2UXJGzEL+d5dkUPceJIxzKFcgGE/PIyLl7Ju3oEka5+igHiUCfLQGx/EM8ipESCESOMLTml4iw4/DhQwtIwI4dz/hmbRmJ5RRbosGzgV5kbOyN/PIKbaBn8+bNXjeEyoiNL/zhn5xnJbdcAzlC6C9CecQIi7/Qn8QhIEKSuCGrzmB2yxw9+n+5T37yk2UpIHZkYCDsDKGks+dXJim6338/96uxrM6lrJCRM8ZYu5CSNbiQkuHhsw5iWYlAHFj2wKMBmbAJuRIdVhZCAOE4efKF/IS+b1+fj80YHx/3xYaGCCBt9WWsHgQCsbYhCXw2rwXPjIAQ74JY3IcRB+pAfFhuok2Ednp6evzSE3YhvOMVWb06t0Rl8SS2fIOd1OMlSS4CIiTJHbuyLWet+umnt/mzYf7H/3jLL3csFazK0s61a28mIt01KbnJgpn1XA+QM+FQ9j+JxBfEMwApwZvQ3t7uPQwsWeBpqFRsMrfJ3eqjmzYQa8ueQSIgKYh5KSAZEIKo54ZrvCVGNiAWRkaoOzKS2zEDAYkKfUJs2aYUAYHYRPVGdelzchB4IDmmytJqEHjppW+6F1446bZsedK9+OI3vQp+UXNwHUSFX9XmXWhrW+Xv1+sgvWr6ozpCQAh8hAATvnkh8HRAFFauXJknAB+VXPwTk3mpmBOWXYjPgHzgzUCMLESJzOjot70NeG4gIQ899FDeFov7iLZlHpBSO4PMs2IekGhgLF6ZqPdk8Z7qSegIiJCEPkLLsO9rX/uqe+2173mPSGEsCK5i3MTluor7+4/6LYo66G0ZA6KqQmCZCNjETQxGoUAAhoZe8ssihc8Wu2Yi52VejmLlIDkQBzwmRggox1IR9aL3+Mz2W4RAVTw27I7JbcnNxX1AmExoG4Jidex+4XvUswIB4dXTs9MXM1JjXpXCurpODgJasknOWJVtKWnie3p2LEpGylYUKYhHJesBpBE49FEINAQBJt25uTtF2zZPQXTCL1owchNCwQtiEBU8IuyiQYj/IF4lSjzwqkRJQrFdLnhS8J4YYShcdkE3yyzYHRVsoW2IEGIExGJTTJ8RELwniJZsPAyJ/iNCkujhu9d4yMgTT2x2//2//7/uypVrse2SsQBSjlPnWPUkBE+SLh/PTtZlw4b1SqCWki8BeUaYsPFOQApM+AyJYFK2eA17VuodDwWTvBEDiAAEg7YQJn6WSKw93g8fPuyfmWcF4sFnYkJMT45IzHhSQuE7d3JEinJWhsBY9NluHj7nPC8P5dunbcQIkZEnIyAQHZ6ZLb6w/iQSARGSRA5bcaOZgLu7N7r33nvPfec734s9KJUAUoJdkWoSOhW3unZ3IU2vvHI207lKQJfluoMHD2Qeh9p90+qnmYl3bOyKn4AL83Z0dnb67bRmDQSFQFcjEna/8N121+CVoDweEZZQLFaEGBUmf2sPMkIQapQA8NkCYE0P79HlGMgH5YgvMS8HbdA+gbC0TRsQIJakTL95VoyAWBDuR8+n8qSnsG+6ThYC983Pz88ny2RZWwwByMiXvvSke+SRR9zrr192xIjUSvDC4CXBWzI8/IpPY16rtparl6Dd3t5drqWlxW8RriUuy7W1lvUJYIaUkN21v/9YTb8fteyHdAsBIZBeBERIUjC2xHYQwPrpT3/Gvfrqt+s22ZAl9ebNd9zVqzmvSahQQtYgUJAScj5kdYuwyFmo31DZJQSEAAiIkCT8e2C/fKPbeuvZJZZFkjDBY2dv727v1SGZGstPWRSRsyyOuvosBJKBgGJIkjFORa0k+Aw3/M6dX87nGClasIY3k0BG6D52QkTwkiQlKLcWwxaNA4KcSISAEBACoSAgD0koI1GhHUvlGKlQVaaKE//CEldhXpZMgaDOCgEhIAQCRECEJMBBWcokJtQ9e3a7t956yz3//HFNrEuBpWdCQAgIASGQGASUqTUxQ+V8plRyjLCt97vffS3oOAi8ECwPJGVJJ0FfA5kqBISAEEglAvKQBDCsBFzmTmq97a1pa2tzHR1rF+yWYb1/794/cB988IE7d240aDJCJ0jGxbbgLAeQBvDVkglCQAgIgcQgIELSwKFi+YVMopcuXbzHCk7j7e3d48+aYWKvV46Rewyp8kaScpVU2cVUVrMDF5WrJJXDq04JgaARECFp0PDY9su7d+8uaQFLHv/rf/2d+8xnPlvXHCNLGlXBQ3KVQLgGBgaDj3eBHN64MZnpXCX2vcx6IrkKvuIqKgSEQEwIiJDEBGQlavAekHr93XdzSzSl6v67f/cr7q23flyqWLDPjZQcPdpf9unCjehM1KuT5aWmKCnJciK5RnwH1aYQyDICykPSgNE/e3a4bDKCeX//9/9fog9HGxw85T0kx471B33YHWnlo7lKiOvJohCMPDn5F77rSTizKItjdPjwoQ/PnRlf0P3R0RF/n3NkOCCv0cKheZxRY4fpcTAeZ+zYNfblDgX8KFEhZ91wT5I9BOQhacCYr1r1a67UUk2hWevXd/mlhML7SbomPgFJQg4Q8+okYampVt+BqMco9DOLaoVBqHohHEzu09MfJbcjUSIEgJN3ORzPDp9rZB8gThAjs5OTfDm9d2LieiPNUtuBIqBtv3UeGNzhlZIRTHzzzWt1tjT+5pJARKzXeHUQMuEyMe/e3WuPMvOOx4hziiBnbOPu6OjITN9D7ijeBV4QDxMmek7QtdNz7X6j37HJTunFFshIa+vKRpul9gNFQEs2dR4YJjdJMhCwpabBwQHH1uysCjiw60YSBgJM8si6deu8l8TIyJEjz7mTJ1+o2MjCJRMUdHdvWrDUwj08MCyn4JlBWB7CU8OSDC/smJ6e8s/4QzmIE3Zisy3d5EhKbokG7wn3bXmJNri2NvLK9CETCIiQZGKY1clqEcCrc+3am0rwVi2Aqhc7AlNTuUm/tbXVdXdv9CSAJZp9+/qqaqtwaWchqbiT1wlpwANDeZaGWI7p63vWzc7e9i8KQkqMTJgeyuPNgTAhY2Nv5JdwLJbEvCjT09OOfhXalDdCH1KNgAhJnYe3Wrf3o48219lSNWcIKNusIaH3EBDAw8CEDSFgQocALGcCX7lypddhRGJkZMRt3rzZd9XuQUD4DAFBhoZe8uQEgmJiHhuWZRDIBWJLSzMzM95OIx88Gx/Hc9LqX7k6U/nyvrL+ZAoBEZIGDDcBqpXKU089VWmVxJRnOYRAXwt6TYzhMlQI1BkBCIiREGIxRkdf9ZP8iRMnlm0JRALSYZ4QFBohuXz5I+8I9wlSteUh7GGpBXKBNDU95N8LyUZuqWa1f2Z/8KIYQeEz7UGQJNlEQISkAeO+f/+Bilola2uagyrxQLA0QgDpqVODFWGjwo1DwPKV8C6pDwJM6gheB5Y+eMdrwWSOF6MawUNhQlxId/dmT3LwukAQaBOyYt4RCAhLM8R6EGsyMnLOV88FrH7k7chd58gFeqjX3t5uTeWJ1erVOZJiHpVomXxhfcgEAiIkDRhm+wdcbtNsuWTHQ5qFoEm22EJI2NWRBMGzw+6TrArZXG1rsEhJfb4FFj9i3glaJXYEUsEyink0KrHGCAmEgf+bbLkGHehjCcdiR3Lt7fX3iR2BFBEbwouytoMGXbxYxkEsniTq/TByZQSEvkGCbInHV9SfTCEgQlLn4f7a177qzp37lp98mYDxfiwmI2IIFgAAIABJREFUxI1cuXItM9st8ZKACZN8b+9uP9kthk0I9y9evOj27OnN7FKTJZIjkdpTT23NNDmr1/eRSTwac2HtGiFg6aRSiZIIllsKCQFtGkmBdEAuOjs7FzRjMSZGQArJhnk/orqJKUE+WrIhoFXLNQuAzdiFCEmdBpxfkrg3mWzPnBn2SxRMwGTEJKX6mjVr8i9iTJiYJydvBH+qb9zwgQnZUicnr/tJLuRt0iy97dq1O9NLTUZKuro2ZJqcxf3voJg+iABeh+ikbuVYZuE+Sy7mjbBnpd7xSvAiTsSIB3UgB9xDr5EGykGIJiYm8t4Y2sQ7ExXz1Fi9O3dyu3WoTx+Qwh01LPGYtySqS58zhMC8pOYIzM3NzX/+8+vmP/OZT82//fbby2rv6NH/OL979655dKZZwGnNms/NDw4OBN/NCxfOz7e0PDq/f/8fBm9rLQ3kuwkOSRizWuJQie5bt2b9v+dy/l8YGnrJ4zsycq5oEzMzM/OPPdY2v2nTRv98796v+PJTUz8pWj568/HHO3zdO3fu5G+jh/EsrM+1PeP59u3PzGMTn7ER4R46TaiDbZQx+7k+dOjrvsj4+I8WPLN6es8WAkodX2Pyydr6l770pHv44Yfdyy//6bI9HhZImIXTWPGOJCV2hh1CnBbc0bHWkUgsKXbH/fU3HJS7pTSynGlF0r0VK5r8sRAsfUmEQJYRECGp4egbGXnkkUfc669fjm2SQi8xFk1NK9zAwKllk5waQpAp1Vkii5ka2Bp0FuLGrjKW/dhBl1UCWwNopTLBCIiQVDl4TD78gm9paS6axdP+w1m37nf8QVdx/4dD2wQS3rp1y8dc6NdVlQMZczW+F+wUGh4+G7NmqUsTAvz7ff/9uaL/d6Spn+qLEKgEARGSCtBim+fg4KC7dOniglrshiFxmf3SMTKyZcuT7sUXv7mgbJwX/KfW27vLMQmyTEBgoUQICAEhIASEQBIRECEpc9SMZCxVvK2tzceK/OAHP3CHDh12zz771aWKx/aMvB14YLJyABpEjPFIc7K42L4cUiQEhIAQSAgCIiRlDBRbdck3Ua788R8/7/7Df/g/yi2uchUiMDk56T1DLFNlIWlchfAEW5wlRkikPHnBDpEMEwINRUB5SErAz6/xSjOH/vjHPy6hVY+XgwAHFJKrxIJIGSNJ+AhwREAWEsnxfWTHFcRZIgSEQPkIiJCUwIqlgbt375YotfAxMSaaJBdiEvcV3hFICdLVtd6Tk7jbiFsf36VKyW3cNjRSH3FOlkiOCTuNAgnh+8hYS4SAEKgMARGSEnhV+yuHTKOS2iJgpITtzywH4DEJXVj+w9asElY7s+iVV86mipwxnpDNp5/e5rfhk4EZT55ECAiB8hEQISmBFVvzqpGbN29WUy3WOvwnSb6SJEzU1XacYF48JSQkY6Jnwg9VLC1+1peaomcWpYGc8Z3r6Phc/lgItnzHvc0/1O+07BICcSIgQhInmgHqYqtyUrwH1cLHf/5MAr29ezwxqVZPPeqZV2du7v3ELDXVApcoOUuqN9EIP3ExBOriFVHAbi2+LdKZFQRESEqMNGmdqxG2ADdaCr0HaV/XJutlEn6ZQkpIrZ6kpaZafJfB4Z13/jKxkzhLNHi7zp+/mOnjAmrx3ZDObCKgbb8lxp1JnBTPlcrbb98ManLkP0+CbTlFmF+nksYjYHEHeAh09kvjx6NSC/A+8oMlCSS40r6pvBBoBAIiJCVQZ9Igav7dd2+XKPnRY3YShJikjJTmvEK17yMEs/WJwGkFQGZrzNVbISAE7kVAhOReTO65w4RB9Hw5wlINQZah/moyjw9uZk2C5YyoyggBISAEhEA9EFAMSRkoM3GfOTPsHnzwwSVLh05GMJ7lmitXrmWKjOR2QaxJ9W6jJb+YCXwIcU5rrpI4huPw4UOutbXZTUyML1A3Ojri73d2rnVjY5cXPFvqYnp6ytejftxy+vSQi+rdt2+va29fFXcz0pcCBERIyhxEi6JnuYPD9KICESE24+rVN4P1jETtJZgwS8KW4KwHkCZxvBuZq4RgVbbMs2QbokBEmpqaXGfnurx5J04cdxAV7o2NXXHd3Zvzz0p9mJ6e9kVaW1tLFa3oOWQEu6J2nj79spueDj9nUEUdVeFYEBAhqQBGlmGIDZmcvOFmZ2/nXxCRYoGiti0wzXlAKoCvYUUZt2iukqTsNuL7E+qEWOvB5N8TXsl6J5IDbzwzGzd2uWpzENUam9nZWcervX11vqkdO7Y7Jv8dO3rc6OirnqzkH5bxYWpq6h6CU0a1kkVmZma83riJTsmGVSCRCIiQ1HjYspAHpMYQxqIeUkKuEjxd7JpKAilhYkxKWvxYBqlACWMFkaxXIrlo2vejR/uDjQWzZZp169a5ubk5Bxnh3pEjz7mTJ18oQLG8SzwkUYKDXpZWWBayF4SnUFiK6e7elC9DHROWZXiOLlteYhmJz9HlJPRS1trByyPJKALzkpoiMDc3N7979675lpZH5y9cOF/Ttpar/O23356/evXKctUEX39wcMCPx/79fxi0rXx3urp+b76t7VfnGZusCn0HhzVrPlcTHMD56NH/6L8T/Fu9dWs2aKgPHfq6t/Xy5e/PP/54x/xjj7XN83k5gg70Infu3PF6t29/xn/mHvr5P+z48efzzQwNveTvjYyc8/empn7ibdm79yv5a+pQzsTqzMzM+Ft2bfYX6rB6es8GAi4b3Wx8L5n8+Mc5PHym8cYsYoH9pxw6cVrE/Ipu00cm+tAnHyO02JqFcVlsEI2c8R2NUyDgEB3wTQoZNxICieD/FF7j4z+qGhbqosOIhZEEIw2mmPaWIhuUg9RQDkFfoW2QHOw3QZ+Vt3tRHXZP79lAQISkjuPMhMI/0JB/mSfFexDHsDHJJUWM0GadlMQ9ZhARvCJx663V9wqSwP8hvDZt2uiJCBM6n6uVxQiI6eM5nhHaNC9KqTrULUYsoqSGMqaHd4kQeCCjK1UN6bYFvhIbcOpUiyPVeWiCTc3NzfnstBwZn1YJNVdMMbwZh5aWFj8uxDqkeVyK9Z97tRgvzp+phd7F+rDc+xY/wq4VgleRvr5n/U4WYjH27euruInCwFP0sDMGIUiW3TwE0SKrV+cCacfHxx2BqksFqxKX0tq60tfjDzqIJzEd3DN7R0bOOXS2t7e7zZs3L4hnySvQh/QjIE5WfwRYEw/9F9n169e9G5u1+9Btrf8INq5FPCSMiSSbCOB1wFNRuJxiyzjEf1Qq1GUpBbFYEVu+MV3mybClITwypbwyeEPMo4KeYks4pp93bMcO+kcsiSR7CGiXTQM4J3lAQv9VRjI4djjcupU7LbgBMKnJIgjgZWObuSSbCOAhKeaZYIcN3gfzbJSLjm0hZscOwvZfpDCHCR6MaN4TPs/N3fFl7Q+eFXbKkGQNOwu9IXhiENvNw+4cXibo7OvLeXgmJibstt4zhIAISYYGu9Ku2qm0IS4tVdqXSsqzzTQJ24Ir6VOay4aexCwu7JnoIRDRJGOmGwKRW8YZ8YTA7pd6n53NkQRbelm5MrfEYplVIRVsK7YlG9PHsgr3bPsu5YeGXvJLPBAO6iHR5Z7cEk6rv8ezzs5ObytExoRlG3tm9/SeIQSy5xRSj4XA0ghkabfR0kgk4ylLoASnFi4vEqC9bdvvJ6MTZVhpyyaFyylWlWWcaIArO1hKLX+YzugSkAWwUhd9lCm2G8bqRsuZLSy/sKTDM1u2KVzCoSw6uE85XizZ2BZg06X37CCgw/UCI59kpiQhlKSxCJw9O+yOHet3W7duy2QAaWPRr7x1EhCS6p0lRpKDvfTSN93Nmzd94HjWPHyVo6caQiAMBERIwhgHbwX/qa5d26FJMJAxYdmGrK5JISW2zGS7uQKBsW5mkPb9qae2ur/6q79yq1Y95v7zf/6/XdbObaob2GpICNQAAcWQ1ADUalU2N7fkz+/YsGF98OeYpP2MHib28+cv+vNUkjIeSUmLX+2/kaXqEShOIPaGDRt8bMLNmzrAbSm89EwIhIaAPCShjYhz+bM7yDvB+SsQldAkS94cO0uF8Qh9h4uWmnL/Ug4c2O+J5Dvv/GVo/3RkjxAQAosgIEKyCDCNvh1dE+dXX4iuZxJ09fbu8gm7sDH0rczLGVPGg/4mYTkkaUtNyxmXpeoyZiGS+ajNLDMNDg44ttkrdiyKjD5nEQERkoBH3dbECdQbHn7F/6cVmrlR70Go3pzQMKuHPVkii/XAsxZtMEZ4ct5/f84HTouQ1AJl6UwSAoohCXi08DiwRMCv8lC9D5arBBi7utb75aaAIc2MaUpsF/ZQs5vu6ae3ec8n6etFRsIeL1lXHwTkIakPzqlvJerNCXWJKfWDUKSDLFvgxdKEVwScBt/SFv8GD4CaDw4BeUiCG5JkGmQ7HJIQYxE3wpCxUIUYCpGRhaNDvpIQdohpXBaOi66EgDwk+g4IgWUiwJbgtrZVrr//WLBLa8vsYmqqRz15ocZlpQZsdUQIVIiAPCQVAqbiQqAQgYGBU36LKUm5QvaWFNqdxWvz5OGdIIbDksnVAguWy/hOsDQjEQJCoDQCIiSlMQq2BP/hdXSsCcL9HCxIdTCMwF7iZuxkZMZFEi4CkJLBwVM+Ay+J5MjdEregkyDvW7duB7/1OO6+S58QqBYBEZJqkQug3ooVTT5Kn19htfylF0BXgzcBUsJuCSQpu4343uS2nYYbA1PLgYeUDAwM+jOLwCEOsW3wnIPU27vHTU7eCDKHUBx9lQ4hEDcCIiRxI1pHffzSI/cH7ufQU4ZDmIi1SLP3wJYDyOjKZE+eiZDl6NFjmV9qIggbUnLp0sVlj9epU4Nu48Yuv2x35co1f7BfyOMv24RAaAgoqDW0EanSntBThkeDCbOwLZhf3JAv+hqy2C/6kI8pqAd+fD8hlMsRdu/gKdPpwstBUXWzjIAISYpG31KGr1/f5dfIl/sfbNzQREmJdjjEjW71+qLjkgWyWD1SqikEhEAtEdCSTS3RrbNu3M+4iicnrwcZUwJBIvNsPXY41Bn6RDeXtKWmRIMt44WAEFgUAXlIFoUmuQ9YKgj9UDGWNFi3P3q03+3e3ZtcsFNmOeNC7AvBmJJ7EcCbxG4qlmYkQkAIxIuACEm8eEpbBQiwxETsC14TSTgIJIHQ1gst272G95F8Iv39/b5pEbZ6jYDayRICIiRZGm31NQgE2I2xbdu24L1YQYDVYCPMk/fZz37W/fVf/7ULNT6rwTCpeSEQCwIiJLHAKCVCoHwE2P6M218BpOVj1siSFiy+du1a9+1vX2ikKWpbCKQaAQW1pnp47+1cLbJS3tuK7iyFAETEcpUorfhSSIXxzHKVXL9+PdOJ5MIYDVmRZgRESNI8ugV9I+fE4OCAT9pFcJ6kMQhEdxvt2dMb5I6oYsjw/UlzYrtifbZ7toMNAknSO/37MWT0LgTiQ0CEJD4sg9dkZ65YMqyQ/1Pt7z+a+kPJSF2+a9dun2WXuJLQ5dixo4lJi18LLO3fD8tt8jTWAmHpzDoCIiQZ+wbwn+q1a7ldLR0dnwv2YD7IUpK8B9V+jfr7j/nU5RASSFjIQjK7rC818e+HM4u0VT3kb6psSyoC9/fbPrak9kB2V4wAh/I98cQW9+ab1/wvvd/8zd/yE03FimpYgeRpc3Nz7oUXTvpWOjo6athaY1UzybW1tbmOjrXu4YcfbqwxS7T+8Y9/3O3c+WX305/+1I9Lc3NzJvNxgAMviRAQAvEiIEISL56J0RadXP7Tf+r3E+KnPvWpoOz/3d/9gmPS4+RU3OSQlLQK2IdMRqK4Mw6Mxze+ccrfTjNZjPZbn4WAEKgtAiIktcU3eO1MLgRZ8h7irz68B5AS1uzfeustB0kJ0c7gBzpmA/m+ZIUsxgyd1AkBIbAIAoohWQSYLN1mPRxSEqqww4GtspzRo2DCcEbJtsOG/N2pJ1oEi4ceB1RPPNSWEKgUASVGqxQxlW8YAllNaZ7Vfjfsi1Zlw2wJJrMrsUDsoBJRqxJIVcssAvKQZHbok9fx0A8MrAWikJG1azsSk6ukFhgkRSfLWObJU66SpIya7AwJARGSkEYjQFtCzlUSIFyxmwQJS1KuktgBSJhCYp4gJXNz7/sEaizjSISAECgPARGS8nDKZCmOoSdXiZ14mkkQAuh0NFcJSwKSsBGAlFiuHzwlIiVhj5esCwcBEZJwxiI4S9jOiRv64MEDQZMSvDhpD3a1AFLiFHp7dycidTnkKatklvgRPCWQE8ZLIgSEQGkEREhKY5TpEgTn7d9/wJOSUH+ds/uGXCWh2hfXFyi62ygJMQpMypDZJKTFj2uMonqMlFy8eDF6O9bPJA/s7FzrWlub3b59e2PVnRZl7e2r8thMT095rE6fHkpL99LVj3mJECgDgQsXzs+3tDw6v3//H87Pzc2VUaO+Ra5evTLf1var89u2/X6Q9sWJxttvvz2/Zs3n5ulz6BL93oRuaxLtO378ef/vctOmjfOPP96RxC7IZiGQR0DbftPFL2vaG2JKent3+TTzuKND29ZohwZy3kqI9tV0cAJWzrIN+Tm0HTbeQZqdnXXd3RtdZ+c619TU5MbGLrvpaQXRxouytNUTAS3Z1BPthLdFTIntIGCZJDSxHQ7Y1dW1XsGEgQxQ0paaAoGtpBknThz3ZU6efMGtXLnSn/3EkkS1gj6Wfnjt2LHdQXhYDjp8+FBeJaSHZ1auu3uTJ0L5As75eqXKsGTCUorpibbBM+4X9mV0dMTfxwaE+tjMUpXpMUzMHusTS1sI9vKShImACEmY4xKsVUz6k5M3gj1XxkhJU9MKv+2SPB6SxiNg48J2WLxsWRcCsYl5qnZb/cTEuCcCO3b0eO9Ia2urh3R6eroqaCEQExMTbmLiupudve3a29u99wVSsnr1aq8TIsDkjzeGMrxol3tR8rBjxzO+/GJlIBwQBYgUZcbG3vB9sRgY2kZoOypDQy95b1B392ZH/yEZkJTNmzd7PUeOPOfQzcsEPLARm5HZ2RnfN3uu97AQECEJazxkTQwIWDDhgQMHXRaTqcUAYU1UQErYDnv06LGa6E+S0vffn3MsgVbryTtx4oSfZPv6nvXdNkJinoBKsIAcQChOn37ZT97UZXK3SRzd6MWLARmgnAmfKTcyMuJvoQcisW7dOividXEB4UGmpqZ8HXQh7e2rvV5IBtLautK/RwkJJIPrI0eO+GdGvOi/6dm3r8/bf/lyzoNCQexhSQsxEmMEy9/Un6AQECEJajhkTFwIQEo4oydrwi/ukHe1MC4Qk6wLRBlyZp68SnKV4BVgojXvCFgyqUMMmOwrFfQxaRupsfqmk2eUgZT09PTY4wXvRoSog56RkXO+PIW4xhMCYUAgBJSPejLwllj8C+Xpy8zMjC9PWbwj9Bf9CM8oZzr9zQ9xwAuCgBF1Wc7KXee8R+aB8Tf1JygEREiCGg4ZIwSWhwAT2/DwGb9cVe1ywPIsUO1yETBPHrl+KhEmZ4QJ3WIneGfyjXoVytG5lNcAfUYAzKth3oaldI+OftvXsxiPKPGgHiQCDwykhaUi89BEdeIlsb5Yf6ljgt3FbKGOeVjMi2IEBBID0bE+mS69h4OACEk4Y5F4S4jXWM66eOIBCKADFnhsO45ESgIYlCVMgJSQ66dcr5EtXVj8hcVp8M4Ebd6BJZpc8AjSUUy4j4fBJvNiZbhXjNDguWApB5vwTkA4LD7E9EBKiFehHMSBQFPaM6Fd+sI9+hz1BkE6eEEuopIjZB/FiBSSKGwVGYkiFt5nEZLwxiSxFhGwSCbR0JN2QZzSPFFbAClfpGpjFBrxJVQA8tKoM+HiLWBSZYIuFCbx3KS8MBi0sFz0erEJ2pZobLmjcPI3HUNDQ54YYA9Br3hqbBcMZbgPUYIMIIW7XNDb15dbyrEYE8rRLqSDWBkITtQ7YqSLvkYFbLhny0q5gNbcco3hUopgRfXpc/0RECGpP+apbTEpE+G2bduCJ03L/ZLYWFQTo7Dctqutn4VxqRYb6uFpYGK1CbxQl5GHqKehsEzhNZM9hIHJ3OrhkaAtxJZFmORpO+rp4DNEwwJgKQvBIMAVMoHkvBkzeT2dnZ15r4cv4JwbH8+RFZ6ZYBeC/p6enXbbv0M0aAd7jPxAoLAbW4xkQVyMgFjfDKMFCnURDgL5FGn6IARiQoBMrl1dv+czp16/fj0mrfGpIdOp2cfnNAtjsXv3Lj8WofcV+8i2y9iEmA24kd+Tqamf+Iyse/d+ZVEzxsd/5MsMDb3ky1CW7MrUXUru3Lkzb2Upf+jQ1+e3b39m/rHH2hZUu3z5+/4+ZXhRplA319y3MryTTTYq2IduK0N5dEdlZmbGPycDbaFQnqy02G1tcT0yci5f1LCwe7RJe+iVhIuAC9c0WZZkBJhQSDPPfwKkDw9NoqQp9Ik6DuxCHINi/WIsICSkxs/CuBTDIIR7EAaISaMEIsH/HYVEBXsgH420rVGYZKFdLdmE46xKlSUWrLd16zZ/wBo5F0KS6A6HjRu7Un8qLdlSkyBJXGpKAq6L2cjSDHEfFuNBOZZiWA6xWIzF6tbqPss8LCERf2I5Rqyt3BLQbH4rr93XezoQeCAd3VAvQkWAHQRMhuz+CE2MNGEXp9IiSZm4Q8MyTnuMLLJjiwDp/v5jGpc4AY7oIrEY5IPttybEgpA91WIx7H493tkqjD0QEXYSFYoRJ4sNKXyu62QjoMP1kj1+sj4mBM6eHfaHBYqQxARoTGogJRAUSIlECAiBdCMgQpLu8VXvhEBJBNgCzaQvEQJCQAg0EgHFkDQSfbUtBBqMAGnmOzo+p5ORGzwOal4ICAHnREj0LWgoApWc4dFQQ1PaOOf9tLS0+FgNjUVKB1ndEgIJQUCEJCEDlUYzL1684LKwwyXksbMAUs5T0ViEPFKyTQikH4H7+/v7+9PfTfUwRATY4klE/QsvnPTvv/u7XwjOTNKZd3Sscdj28MMPB2dfHAZ9/OMfdxCSW7duuW9845Rrbm4u+2yVONqvVkd//1H3yU8+nNpxqRYX1RMCSUVAhCSpI5cSu5nomQAhJUyIlZ58WnsY7nO3b992f/RHRxIzUVeLCdjjMXnuuSOBjsXCnp08ecKxOyrNZHFhj3UlBNKNgJZs0j2+iegdW23Pn7/oD+bbsGF9UAffMUGTS8USvDEBplmIKRkYGHQksgv9AMILFy65jo61mVxqOnz4kE9oRlKz6IukZnaOTKXf02KH41WqI+TynGcDVpx5gxReh2x7VmzTtt+sjHQC+klQJYmwCLIcHj7rmptbgrIaMnLsWL8nJ5AUSRgIkKvk0qWLnkhlJY9MZ+dav8w5Pf1OfhBY/swRkhk3Ovptf0pu/mEZH+xQvYmJ6xXXLUO9igiBkgjIQ1ISIhWoFwLElExO/oUnIitWNNWr2bLbMe8Bkx+TYOgehLI7lvCCkMOjR/t9tl3GJe1i6dMLM6lyAu7o6Ku++6Rer1Q4dZdTdu2k3Urrq7wQWC4CIiTLRVD1Y0WAJRK8I7yHKPwCv3Ll2odLGnMhmphJm6JkkWDXNIulT1+3bl3RbkJUWH6pVFjCIG08nhI8MCxvdHdvumcJaHR0JP+cMqSdp25UWFJCB3bwnHKkhS+0i7a4z3Ne1CuUwjJcRwWCRl3ssrN5uI6mw6c8feFlUnht9/XeOARESBqHvVpOKAI5T86N4JaUEgpnbGZbLFLal22mpnKTf2dnZ1Hs8HCwfMOrXGFSpzyE4c6dO45lG5aD5ubuLCAJkAFIA2fgzM7e9i/aYPKPtmekaWRkxJ0+/bIvB1GKEg50QSA4swZdnJ9D+yw7maAXb4+VQRfX1DOJtrVy5UqvC08R96PkZXZ2xkXPwCm8Nn16bxwCIiSNw14tC4HEIUDuGF6hCoc4QhjTLEy0kI7CJZvl9NkmdU7YPXLkOa+KJaBCsVN4KWeCpwYywgSP2JJSU9NDfgnJ9BQuBUGseGYn+tIfPpstkAk+Y4+V4Z0X3hATI2h9fX3+hGDut7autMf+HT3YuHr16qLXCwrromEIiJA0DHo1LASShwCBx5yMHDIpSR6q5Vtskz1LK4vJ9PS0JyxGBBYrF71vk3pPz878bWsrSiTwmtgpvDzHU0HsCQIBQYxQQBCiwv2oTZADSELUi4FuC9QdGTnn+xElP+jDC0I9Xgh6jcxYe2aDtQcmiHlICq+tnt4bi8ADjW1erQuB8hG4du2q4+wVtnuGGmNSfm+SWZJTd9kFBSlha7B2Gy1/HCF3lgOmlDabaO2XfrHyxHOYR6HY82L3jMREyYd5PKwtCAhLLkYAbMmIctSzuoWeD9ozchMlF/v25QgLxANSA1nYvHmzJxdWnrrEgywmVu7IkY+IFGWNYBlxm5mZ8WTIvEqF14vp1/36IiBCUl+81doyEGAb8Nzc+66ra70PfA3RNc/kwu4bgizTKvQNQggpQSApIoiVjzZZgNkVdOPGDV+5nNiXwom2sFW8DXgOeno+WlIpLFPsGlJRSGLMi2CTusV2EO8RFZZPbKLnvhGWaBkjUoWBuJASXtiMfuwnlsSE5RojLnYv+m5Bsub5sGdmg5Ekuy58btd6DwMBLdmEMQ6yogwEICDXrr3pmppWBH0YHLlK0r791AJI8VqROyYJW6A5AiCUpSZwg1iDG7u2yiEj/BNhYo16I6L/bPAW4G1gEo8ShGiZYp/RCSEwT4iViW4D5nluF87CQFojQEY0zGNh16ar0GtSuMOFpRVb4pmYmPD2c48A26jk+t+c361jeo00UdZswNuCYDv3jLQUXkf163NjERAhaSz+ar1CBPglHnKGTiYWMp1mIVcJAaSMBSn/ISWhS29vbzC5SiDXvb173NWrb5YdhGsTbXTyNczxFOzY8YzftruUR8HKR9/NE2ITtj2DgFhwKOQAIgRZYEJH8IwU5juBMCCFurhObHi2AAAgAElEQVQfJUks96A/Gj9isSi2FGTBq5Sz9vCicN+8OYV6KVdog9Un9gQpvPY39ScMBOYlQiChCOzf/4fzLS2Pzg8PnwmuB2+//fZ8W9uvznd1/d783NxccPbFaRD9u3r1Spwqa6brwoXz/jvDdydp4zIycs7bzne+8LV371fmL1/+/j24cZ+yU1M/ueeZ3Th06Ovzjz3WZpf+fWZmxtcbGnopfx8dmzZtzLe9ffsz82aTlStXF0qpQ7vWF/QV9oEy9pyy1g71i9nI/UIbTAflrV102rW/qT9BIKDU8WHwQllRJQK44IllwO0dWkxJ6Knwq4Q88dUIxu3t3eWDcxUgnfjhVAdShIAISYoGM6tdITgwtHNvbCyIEWA5w5aa7L7eG4tAPcgiYz84OOCJcrkxIo1FRa0LgcYioBiSxuKv1mNAIFQyQteMiAwPvxJDT6UiLgQsQBp9/f39canN68ELQ9BqKEG0ecP0QQgEjIA8JAEPjkwTAklHIGTvFdja7qC4ti2jj7N0CGpev77L52mJS3fSvwuyXwiUQkCEpBRCei4EhEDVCKxa9Ws+6VcWcpVYbApgkTCOZGcSISAEykdASzblY6WSCUOAX6vke5A0DgGCRpOUq2Q5SOEJgYRMTv6FyMhygFTdzCIgQpLZoU9/x5kI9+zp9enmQ+3t2bPD+WWDUG1cjl3EakRzlbCEk1ahr3hGtEST1hFWv2qNgAhJrRGW/oYhYEnKOP8mxMypTM7swkhKptNqB5KJGq8BQqAnO1ySICzBWIxJEuyVjUIg6QiIkCR9BGX/kghASs6cGfbLBhs25FJ1L1mhjg/ZHYT3gPN5ICVJmairgQivAX3lYD76ymQfskBEyFVSjCzi1dJSYMijJ9uSioAISVJHTnaXjQDr+qEuG0S3n2aBlJAqnfEIfUI3AmVp8fFmWe4Sziq6fXvhAXNlfxlVUAgIgUUR0C6bRaHRg7QhwKTS27vbn73CIX0h5S+xX+RMetqhEc43j3GBKHJc/T/+4z+6trY2NzBwKriswOEgJkuEQPUIyENSPXaqmTAEbImEZZyQyAgw2i9yvAcE4oa+pJGwoa/aXBsXDmb7xCc+4Y4ePSYyUjWaqigElkZAHpKl8dFTIVB3BIhRgDQxGUrCQYDAaBKecZoz4yMRAkIgXgQeiFedtAkBIbBcBHbv7l2uCtWvAQLa0lsDUKVSCEQQkIckAoY+CgEh0FgE8EJAyAj2lQgBIZAtBBRDkq3xVm9LIKC8EyUAquFjsL95853Ub4GuIYRSLQQSjYAISaKHT8bHiQCHooW89ZYJO82ZTi2AFO8I4xD61uA4v3vSJQSEgHMiJPoWCIEPEThw4KD/FCopgTAlKdNpNV8sIyW22+jixQvVqFEdISAEEojA/f39/f0JtFsmC4HYEfj4xz/unnhii7t586Y7dWrAPfzww0HFMnR0rA3WtrgHA0IyNzfnXnjhpFfd0dERdxOx6sN79eUv97i2tlX+exOrcikTAhlBQIQkIwOtbpaHgJGSn/70p+4b38gdlPabv/mb5VWucalC25qbm4MiTHF3/3d/9wuOPpIZFc9JKONQrJ///M//7F5//TU3NPSS+9SnPuVfxcrpnhAQAosjIEKyODZ6kmEE+IXOJMhkSPpwrkMRswXb8CIwcadViCchOyp9hpCFKthGbhKILF6dtJPFUMdBdiUbARGSZI+frK8hAvwiZ2IhUdmWLVvcihVNNWytMtUsYWAbk19ohKmynpQujcchZDIS7QHEKUlLTVHb9VkINBoB5SFp9AiofSGwDATYiUKa+f7+Y8vQoqpxI0Aw7sGDB9zWrdv82URx65c+IZBGBERI0jiq6pMQEAINRwBSws6o3t49bv/+Aw23RwYIgdARECEJfYRknxAQAosiQF6W0A5KjBrL6c0tLS06lygKij4LgUUQUB6SRYDRbSEgBMJGgKWqtWs7XMi5SgjKJThaIgSEQGkEREhKY6QSQqAoAsRvnDo1WPSZbtYeAQJ7d+3a7WM1WBqRCAEhkGwEREiSPX6yvoEIkAwLQsKBcKEJtq1a9WtBew/iwIxg3oGBQffKK2eDHIc4+riYDnbznDhx3LW3r3Ktrc3+tWPHdjc6OrJYlVju097hw4fyujo71zpeS8np00PevunpqaWK6VnGERAhyfgXQN2vHgHyTjAZ4ikh3TwkIBRhmYBgSnZ6hEiY4sSJcThzZjjIcViqn8s5l4iJHRIwPT3tTp58wc3O3vav9vZ2TxYgALWQ2dlZv6155cqVefUQo87OdfnrYh/27ev70L7VxR7rnhDwCIiQ6IsgBJaBAJPhhQuXHMGLoZESdnZAmC5duph6UkL+j1DHodjXCzJC/Es1S02QAjwh7e2r3ejoq667e3O+iSNHnvPXZIyFKMQtExPjXiXEB+GadlavFtGIG+ss6hMhyeKoq8+xIkDg4rVrb3qdHR2f8+Qk1gaWoQzCdP78Re892LBhfVBenGV0q2hVxgFSgneIZHEhCzuDql1qYpkGOX365aJd7Onp8SRhbOxy0eeL3YRY7Nu3N7/8wzJQoadlZmbGNTU15T0ieGiQqamcx4Y63d2bXHRpBr3cN7spz3NIVXSpCaIVFVvmsTLYVkiy8BKxfERZPlv7hbooY3pYcirsV7RdfW4gAvMSISAEYkFgbm5uvqvr9+bb2n51ns8hydtvv+3twr7QbAsJp3rbcuHCeT8uvJcjMzMz8y0tj84fP/58OcXLLnPnzp35xx/vmN++/Zl5PiOXL3//nrZ4TjkTrrHH6lF306aNC8qMj//IlxkZOeer2fWhQ1/318XqWDtTUz/xZeg37aLbxLDgvuER7YeV27v3K74u5ZGhoZe8PbxLwkJAHpIGkkE1nS4E+GV+9eqbbnj4leC2eka9OJOT19MFfIJ7gwcL7xrv5Ygtmaxbt3TMRjm6omUIhMWrQDwKHhCEpSA+R70NudiVj9qenZ1xra2t3ltDWV54aKhjHhrzolicCd4KPtMWEq1D/+zV1/esX5aiDG2wREV7JoYFdrJUhaCrUCjX2rrS6+AZ8SzoGx/PLT8Vltd14xB4oHFNq2UhkE4E2I4aorBMAGGShIVAJYndbMmi2MS7nF4xSfMyYUnjzp07fonE2mJip32LF4F08KKelaG+fTYiw3IO9yAB6OA+ZCMqO3b0OF4mBOmaQGzQARky3TwzvVFdZpORH8rxGR20bfcnJkTKDd+Q3uUhCWk0ZIsQEAJCoAEIROM18GBARoxQRAkIpkEsECZ4pNBbY6TJykEk8G4ghd4Sf7PgD+TB4kGIM4F4INhjhIJr2kdvlKSYTWYz5Yi1gTShizgUYlnMRq9Yf4JBQIQkmKGQIUJACNQSAXZCVbOrpZY2VarbJvmlJlQmcybecgUCwCRt24d5ZwnEJnVr0zwSRgqMKBjZsPai981jYaQFooNESYTV451+2ZIOXhJ2EWGL1bftxoV6TYfZGN15xDN0oK+vr897S7q7N1oVvQeEgAhJQIMhU9KNAHlKlpN7It3o1L534E+a+dC2Z1fSc4vrGBkpnvwMTweTusVUlKPbCEThJD4ycs4TByMg5pEwneZBiZIjPkNw0AWRwTuCGKl56KGH/HW0DmXYAYPttMEzIyDWlvU3ut2YZ3Zt5cxGCA960Bvd3QN56unZ6b0tZpvV1XvjERAhafwYyIKMIMCv866u9UFtCzbo0+A9sL4s9k5sT5JylSzWD8gGk350GyyTry1H4OEwArCYjuh98zpYhld0sbxhhMPKcj9KAHJEojWftdVsgAxYwKrpMC/KR4TqnFeLjsOHD/ulF5ZVrNzlyx9tWYZQ0F/EPCvmCTGyxLNCrwll0Uddq085glnBx9ryivUnCARESIIYBhmRBQRIc85uF36hh3ggHDZlJVcJ37dQyWGpfwsEfxIXkSMIubTx5NZgAiZYM+rpgKTgJVjKG4A+yAATP2VZ8sFDEdVjngsjL3YN8YCkUM9sGBu7kicONvkbQeKdOhAE6pCzhPpjY2/4bttz9POcF/0s9PiYJySKFfeQKGliyQfSYjigD5xGR78drarPgSBwH7uQA7FFZgiBTCBAKneyp5IYq9ztnvUAxrLNtrS0uOHhs66S3R/1sC/ONli+gRiSQA2vCURRIgSEQGMRkIeksfir9QwiMDh4ypHWPbRzZqK5SpLqPSj360TOGIhIR8dat3Fjl2J7ygVO5YRADRGQh6SG4Eq1EFgKAZZIICVbt25zLOcwSYYgUe8BSd5CzasSF1YcjshZOBIhIAQai4AISWPxV+sZR4BlklOnBv0SSWhQsLTEZP3OO38ZmmmyRwgIgRQiIEKSwkFVl4RAXAiwTTnNsSRx4SQ9QkAILB8BEZLlYygNQkAICAEhIASEwDIRUFDrMgFUdSEgBNKJALE0vCRCQAjUBwERkvrgrFaEgBBIGAIksuvo+FyQiewSBqXMFQJlISBCUhZMKiQE6o8AEyKBpSEKwa5pT4PPzidyspCvhOBjiRAQArVFQISktvhKuxCoGoFcXpCrrrd3d3BLB+wMykquErYEk6skxOy6VX+5VFEIBIiAgloDHBSZJAQMgWj2VBJ5KVeJIVPf91Cz69YXBbUmBGqLgDwktcVX2oXAshDASwIRQUKKZ4AYXb36pk8o9vTT21LvPSC77tGj/cFl113Wl0uVhUBgCMhDEtiAyBwhUAyBkLOnmveAdPi80iws25w9O+zJWJr7qb4JgUYgIELSCNTVphCoAgFICYGuIWZPtTT4WSAlVQydqggBIVAGAiIkZYCkIkIgJARCzZ4KUWKJSZldQ/q2yBYhkBwEREiSM1ayVAgIASEgBIRAahFQUGtqh1YdEwJCQAgIASGQHARESJIzVrJUCAiBgBEgvke5SgIeIJkWPAIiJMEPkQwUAuUhQM6SUDOKhmpXeciWV4qg44MHD/hdOOXVUCkhIASiCIiQRNHQZyGQYATInkqac4JLQxK8BlnIdEqukoGBQXfsWH+wKf9D+l7IFiFQiMD9/f39/YU3dS0EhEDyEHjiiS3upz/9qXvhhZOuubnZ73gJoRfsvJmbm/N2YU9HR0cIZtXEhtwuo2b3jW+ccrdu3XIdHWvdxz/+8Zq0JaVCIG0IaJdN2kZU/ck8AnhKeO3atdtxQFwoYrlKtm7d5vAmpFlCTfmfZszVt+QjIEKS/DFUD4TAPQiEOvljF8GfeA4gJaGczXMPgDHcMFISTf8fg1qpEAKpRUCEJLVDq45lHYHJyUnX27vLtbS0BJXq3CZq7ArpwMBafF8IdGXpBlIiEQJCYGkEFNS6ND56KgQSiwCxGkz4XV0bguqDeQyykNEVD1DcZKSzc63jRVxOMRkbu+xaW5vdjh3biz2+5157+yp3+PAhf396esrXPX166J5yy71hukdHR8pWRR/37dvrZmdn83Wwl3uS9CHwQPq6pB4JASFgCDAZxj0hmu7lvGPT8PDZ5ajIbN0jR57zE/LQ0EuOz1Fh4oZctLa2utOnX44+KvqZ8kz6K1eu9M/b21e72dnbRcsu9+b09LRXgW3lSo6MzPj+WJ3p6Xfso95ThoA8JCkbUHVHCAiBdCPQ3b3ZQRzwNBR6SZjAuXfy5AuuqampJBATE+O+THt7e8myyy0wNTXlbersXFe2qtlZyEiOLJVdSQUTi4AISWKHToYLASGQZASWkyyur6/PEw+8JCZ4RlgWwWtS7qQ/MzOzgCR0d29yvExY9uHFEg7LQLYUVEiEWCainJVBB/eigocEIoVAnFh6KRT6wH1bdsKDA2mysidOHPdtRNvHNp5b24XLTWAStY3lrkqWjQpt1HXtEBAhqR220iwEgkaAgEtJ4xAgid2BA/tdNeNQ6CVhguUFEdm3r6/sTkESop4UPBJRbwmTuXlRWMoZG3vDkx6LOaEhyAMEAz2U4cWyDPeob5LzduSWa1avXu0JVZRYUJY+9PU96+ifLUfl2swt02Avus1miMbIyDk3Ovqqb5c6kBYjJdgOOaKO2YZu7C8kTGbn/9/eufzYcVxpPo3WwDsXlwbMx3ZGUnHbTakIuDeiJBI9ixnaJkuzsWi0SK9EAi3KvTC1aFFeiFqpaKClRg/gop+rMdkitWwWRPSySUh7lvkHVHndRg1+kfxunYrKzJv3nffe7wD3ZmY8Tpz4TjxOnsiM9HF2CNggmR32LtkIzBQBJsRLl94eakKcpOCaqCdZRhd488Axu+pS32GMEnlJmIBLz0G750Zi3TEC5E1h8sZAwFiAdM0ELiMHDwfXTOak5cfkTlh8ZoVzjIbNzfIBVvESbxkU0WC5efPmc0OmNKjkvZFXBZmivBgd8GV5SmmQE+Pj4cNyKWpjA8/O8ZRG9T537lw6jQ/KKs7H2SJgg2S2+Lt0IzAzBD7++JPi0aOvhp4QJyX4229fGmminpRc4+bLg70YJbwW/Pnnnw3MHiOAiRivAoZB2+dGVFBuJOihU3lINGFj+ETSA7B4PFT2+vp6TNI7Ry5IvGX8YCRAKgMDB3nwjoi4lqFBGMYI/FQ+Rgd8xHM/31fJY8I1npOtra8UlQw3jBRIRlEv0iczR8AGycxVYAGMwGwQ0IS4u/vn4syZ1zrzYT5eU2ai1n4lw3gPZoPo4KWig0eP/qPACBuGZAjgGcgn5n78ZAzIOMg9EjyESlw0CuC5s7OTWPOwadsHVcVbZYmnDBaMBMIuXiwNG8KRT8YRBcqoUVj0ltTVlWUjni3hGRO8SJDKHBSvujIcPj4EbJCMD0tzMgJzhwAT4oMHXxYrK99JnpJRHrQcZ+VlLMGzS8bSOOsoXuxVMuyOtZpcT59u/+aKys2NidwjwfXKyhEl7x23traSodLkYSAvsmmJJudNXowTDBWWXjAuoieGa0jeEM6jvPDm1yQDBgjl4iHhVWGeL9FzKSq/VymfdAIBGySdUIOFMAKzQ4DJEI8E27l36au8Mkq6ZizNTlOHS2bZgsl1mLv9aCQwueceiXLSL70hKpmlFYyF9fW3UlCdQYDHgzg8HvDllxtNeFjwevBQKstP/ETyhsR6EaZXgOHNDxkj4RHhLRqoNJxOJMNHaZA91lvhPnYDARsk3dCDpTACM0UAo4SNyvjw3TDPM0xK+Ggs8R0c00EEmGC1/HEwpv8Vk3lc/iCHPBJM2mX8yd4bK5SF1wEjQQ+5smREOgwBEefkxxuB0cCzJpCWa5SOsuGJsRK9I8RrWajMX+7Smr8BhAFDOeSHkA2DSc+hwJ88lAFxvH79ejqHr6l7CNgg6Z5OLJERmBkCfPDu/v0vZ1Z+VcEylrr05eIqOacdJqMh9zww8fLcRDQSctmUVwZI7pHQNUYFyyrw4/VZPCM8KCrCGOKNGowS7QPCOa/q6nkQ8coNJ5WNcZPH8SYMRgPPfiCr5NUSEOXr7Ro8IpSNRwRZVC6yw7d87fdoMkYwoGyMSHvdO/rjet3TiSUyAkbACMwUAV7lLQ2B/TdUxi2Q9gLhGQ8bCeNGdz75+Vs286k3S20EjIARmBgCGCO512KchbG0wivDg76qPE4ZzKt7CHjJpns6sURGwAgYgZkhoIdQ4/LIuITB0NFyEksqWl4ZF3/zmW8EvGQz3/qz9EZgagjwsOuLL75UnDp1ampl9iuIPUpu3Ph5wfMlPGtiMgJGYH4RsIdkfnVnyY3AVBFgj5If/vB80aW3Xf78593im2++Lk6d+uvObOw2VaW4MCOwQAjYQ7JAynRVjMCkEcAb8S//8nnx7rtX02/S5bXhj5eE78GwBTv7qbB/ickIGIH5Q+Cvbty4cWP+xLbERsAIzAKB73//b4ujR48WH3xwIxkAbPM+a/r2t79d/N3f/c/i2bNnxT/+4/tJPhsls9aKyzcCgyPgJZvBMXMOI7DUCJw//4Pin//5s/QBvNdff22oL9WOG0CeH2EPFTZ2u3btaqeWlcZd18iPPT+0D0fTviMxzyjnlMHeIE3E2zPlviDlF3eb0sY4+PIqsGl5EbBBsry6d82NwNAI6AN4LJNcuvTjofmMOyNGyc9/fiMZJV35Ls+46xj5bWx8mnYq5RVd7Uga48d9zsZjfBemiTCSIG3z3pRWcbzZQz5tlqZwH5cLAe9Dslz6dm2NwNgQYFmED/PxteAuEV/OPXPmTHH06LEuiTV2WZjE8UawhTobi7G3RxeI7+uwTXy+VXyTbLwODGkr+6a0jltcBOwhWVzdumZGYOIIMOl38XmNRTdGUCzfboHYXAzPAh6GYb0kLJWw9INRc/HihbTkwhJKNHI4ZykmhvGlXtIRTj5k4Psx0TsC73yZR/uRYFBBbE+PURU/pgdv+OrHcpG8LylTUSSZ4U9aLV2xVby+b6N0pBEfZCG9qXsI2CDpnk4skREwAkuEwLNnfxr4ORwm9NJ4KL/NIm+EvhszKHzyUGxubqbvwWxvP0s7tTKRizTJawdXDCKWjDCISM93YjAaSBe/rwNv5REvySkDhOu4fTzGDV8B5ps48GZ7eYwtwkWUww/+fIyvTPN1sbu7c+BZFGQiDfHw4uN7yG6jREh252iDpDu6sCRGwAgsGQKffHKreOWVU8WtWx8PVPObN2+mCVxftpVBknsQ2jDVxL6yciR9OE+GgXiKR1yKwThgQqd8lowgHTkXD/GOBgrxkRfX8JNxUhoPDxNvGTLIwrm+HEwe0kGUy66vkMpNF8//SIfHRvXhY36cI4OpWwj4GZJu6cPSGIGFQYA7/+98Z6VTO6jqQddZLzMhx7Vr7xbffPPNwHu6sMzBBM7EqgmYyZrzx48fD9x+NLFfuXLlQF7CxZ+IaDTgSSEOGSLxDAj5ZFxoeScaK+KlMNJjSGmrevLiyRDBg3pRfpSHMK5llJFeBpDKJ4xzeES58JaYuoeAPSTd04klMgILgcD58+fThmVsXNYVYpfZN944M/PXgldWvpMeuv3qq0cDbzDHMgmEh0LPRXAsn9/YHhhqTewyEGCQT+xcR6OByV3ei1ggaTAS5I3IPSGkzQ0QeEPKg/Gg50FYopGRRbpoaEiGaKQQBsm44Zw3gzCc4MXyDcs1yGnqHgI2SLqnE0tkBBYCgc8++zy9gcMuqvJMzLpifPNGe5XwbZ5ZEQ/dgs+gD99ihDAx67kNPAn6lZ6FpwNXSRN7zKiJXUstutZbMDI8Yh7Oc17Rq6K0+fMjMoiQH748t1LW5VlaQmI5RnLotWAw4Kdw8RavaFwRB4/y+ZEryVty9uwbyuJjhxCwQdIhZVgUI7BICOi1YOrUJaNEe5Ww2+zVq+/ODeRM1nhH8ExUfSUXY4E0TNRtqe3EzlswkLwiPJNBWZFYSoKfPB0YI6SJ3gqueViVNEoXjRjOSZMbGiwRleWvpmNuIEkO8cJrAh88R3obqcx/slhffyvJiXymbiFgg6Rb+rA0RmChEGAHVb4vc+rUK8ko6cqH+dir5OOPbxV/+MPvk1EyqWWlR48ejW15SEsN+bMeajDyHgwy0fab2MUbrwYGhJZHzp07l7whem2XZRZN/DJAMAggHZEL7wdGS1x6IV6eFxk8d+/u76kCX/hDKl+ekMgnN65ICz/yKj88tIykshJj/3UCARsknVCDhTACi4sARgnLE+zuyrbus1wqiSizBf4XXzxIW+CPe7dZDJxLl95OX0cex3IVkzmTP0sR+XKE6iSPAxMzxPMSeAiaDJQ2Ezu84BEnf57J4Kf9PfBg6OFSyUF6PDkYFMhBGgwZSEaLPCIypsjLchTh5OGHwaK3aFLmiqUhwquMqzt3fp3kFhbww1C5c+c3YuVjhxDw1347pAyLYgQWHQGMESZolk26QsiDAXHq1KmxiPTgwf3eUhD17MIHCMdSMTMxAhNGwAbJhAE2eyNgBJYDAV5z5uPpX375oPjxj98url691qlXnpdDC67lPCPgfUjmWXuW3QgYgc4ggKeF329/+/uxeVs6UzkLYgSmgIA9JFMA2UUYASNgBIyAETACzQj4odZmfBxrBIzAEiOAx8NkBIzAdBCwQTIdnF2KETACfRBgr5KuvBaMqDwTwq6u+V4lWprpUx1HGwEjMCACNkgGBMzJjYARmAwC7FrKa8F8cK4LhDz5XiXIhpHSlVeXu4CTZTAC40LAz5CMC0nzMQJGYGQE8JBglLC9e1deDcYjcv78/yr+67/+q3jhhf9WXLt2rWBjNZMRMALjRcAekvHiaW5GwAiMgACbleGVYC8PlnAmtYPqICKyBf6//uv/Lf7yl78U3/3ud4u/+Zvx7FcyiAxOawSWAQF7SJZBy66jEZgzBPBKYJAcO3YsbT3Pbq+zJowjZPrTn/6UZMJQMRkBIzA+BOwhGR+W5mQEjMCYEIgf5ssfKh1TEQOzid/lGTizMxgBI9AXAXtI+kLkBEbACMwKAS3ZdMFDMisMXK4RWBYEbJAsi6ZdTyNgBIyAETACHUbASzYdVo5FMwJGwAgYASOwLAjYIFkWTbueRsAIGAEjYAQ6jIANkg4rx6IZASNQjwCvBusZk/pU04u5cePnxeuvv9YpmaZXe5dkBEZHwAbJ6BiagxEwAjNAgLdveA2XLd67QOyhsrtbvhrsb+B0QSOWYd4QsEEybxqzvEbACCQEHj36j3Q8c+a1ogsGQHxVGUOpCzK5qRiBeULABsk8acuyGgEj0ENA+4JgCGAAdOHDfLlMLCuZjIARaIeADZJ2ODmVETACHURABsCZM6+nb+B0yShBpp/85FInDKUOqs4iGYFDCPzVjRs3bhwKdYARMAJGYI4QYPKHPvjgRrG7u1t8//t/O3PpkQlZ/vjH/1e89db/mbk8FsAIdB0Bb4zWdQ1ZPiNgBFojIA8JD5iajIARmC8EbJDMl74srREwAkbACBiBhUTAz5AspFpdKSNgBIyAETAC84WADZL50pelNQJGwAgUa2uvFMePHy0uX36nEg3i+ZmMwDwhYINknrRlWY2AEVgYBNjYbbXQ6sMAACAASURBVJi9Sra3twt+0NbWw0o8eJh2dfVkZZwDjUBXEbBB0lXNWC4jYATGhgC7ub700v8oPv/8s7HxHJUR294Ps3+KjJCzZ8+lt3ju3Nk8IArxGCQnT9ogOQCMLzqPgA2SzqvIAhoBIzAqAkePHiuuXr2WXgvGM9EF+uyzz4th9k/B2IDef/9nyQty9+7dA9V58uRJul5dXT0Q3u8Cvtevv5eWglgOYsnn3r193hg6hGMAXbx4oXcO39u3N3r5tJQkOVUuvM6efbOXDh7y9ChNLH919aXEV3Ec4ckyFWXoR9mmBUFgz2QEjIARWBIEfve73+69+OJ/33v77R/v7e7udqLWt259vHf//hetZblw4Ud7L7/8Ykq/sfHp3rFj39t7+vRpL3+M7wX2OdnZ2dl79dVTe+TlHHrnnb9PvB8//s90rbJIpzAiyBPDkIXrN998I+Xjj/TI+eGH/5TCKIN40okoj2vVReVxhKpkvHv3jwf4ipeP84mAPSQLYli6GkbACPRHgP1Jfve7PxSPHn2Vlku68LXgd9+9mjwl/aUvUzx58rj3fMjFi+vFysrKAU/G9vbTFNaWH+nwTEC3b/+ylxcPDLS1tZWOjx8/TsePPvpFr3y8JvyuXPlpL+z48ePpHDlE4nH69OkUhMzr6+vJQ0J+qPTAnCjID12+fCWdP3xYxuOZwaNC+eSHWLbiPPe0pEj/zR0CNkjmTmUW2AgYgVEQ4Ns3GCXQqVN/PdSDpaOUP0pejBGWLeLEzsOrWrZhYua3tlZO/G3LwhggjyZ68mEYbG8/S4YB15RNmsibc9JgGEEsy9y8+WFKG3mtra2l+I2N/eUV8pBX/DgihwwUMmxtfVXcufPrlBcDhfQyWFiqoSzwiGWlxP6bSwRskMyl2iy0ETACoyAgo+TYsWNz9a0ZPR+iSRkMzp07lwwADBFN5oM80EoeJvWmPDJ0ZAgJewwQvYLMMyHyouRGEUYT3heI9BgS+cO4xGN0wIfnRGRsqKz4nAoenZ2dnZ5npEl25fex+wjYIOm+jiyhETACE0CAD/Pdv/9lcePGBxPgPhmWmvDjK71atsA4wLCABnmgVXmavAxafol8yYdhIC8JngyWeWS0nDhx4gAIyEkavB7Kmz+QSn68IFeuXEnelrNn30g85HlhuYZ4jqSVIRINtAOF+mKuELBBMlfqsrBGwAgsMwJ4M5h84wSMIYGBwrMW/HTdFicZIjJMlA9PhjZewzNDOi2vkEaeFRkgyre5Wb6GLOMFTwdvxET+eg4EA4tw4kknoj7r628lDwhLRTLEMGoibW7+6pBcMd7n84WADZL50pelNQJGYEkRYOJmKSR6RwSFlm3iA6+K63fEyICnnkOhHJZNOOrBVgwCGS7iJzmUj3CMCrwZkNLLi6EHZ4mTN4c40sGLMOUlDcYVhhdx8rZomUcygodpcRCwQbI4unRNjIARWGAEMDYgTfCxqvIcMFFHj4X27FDemCee6/kOPBXs/wHdu/dFzxND/ugdIR5jAU9H6bUp9wWJRoz4I1u51LLd2zsEwwVjh2dGIJZy4C95kQND5c6d36R4HoAlrbwteG+op+qtsnycbwT8td/51p+lNwJGYEIIfPLJreL8+fMFm6qZjIARmDwC9pBMHmOXYASMwJwhwP4kDx7cL86ceW2uXgueM5gtrhE4gIANkgNw+MIIGAEjUBS8gcNeJbwWzPdmME5MRsAITBYBGySTxdfcjYARmFME9Fow35v5yU8uzdV+JXMKucVecgReWPL6u/pGwAgYgUYEbt36JHlKrl27mpZv5mnfksaKOdIIdAwBGyQdU4jFMQJGoHsI8L2Zo0ePFhglvP3BtckIGIHxIuC3bMaLp7kZASOwwAg8evSoOHbsqN+8WWAdu2qzQ8AGyeywd8lGwAgYASNgBIzAcwT8UKubghEwAkbACBgBIzBzBGyQzFwFFsAIGAEjYASMgBGwQeI2YASMgBEYAwLPnv1pDFzMwggsLwI2SJZX9665ETACY0IAY+SVV04VV6++OyaOZmMElg8BGyTLp3PX2AgYgTEjwPduPv74VvGHP/y+uHTp7YKt501GwAgMhoDfshkML6c2AkbACNQi8PXXX6et5tlynq3n2e3VZASMQDsE7CFph5NTGQEjYAT6IvDSSy8lQ2R398/+MF9ftJzACBxEwAbJQTx8ZQSMgBEYCQGMkgcPvixWVr6TvCV4TUxGwAj0R8AGSX+MnMIIGAEjMBAC+lowH+b75hsbJAOB58RLi4CfIVla1bviRsAIGAEjYAS6g4A9JN3RhSUxAkbACBgBI7C0CNggWVrVu+JGwAgYASNgBLqDgA2S7ujCkhgBI2AEjIARWFoEbJAsrepdcSNgBGaFABunvf76a4XfwJmVBlxuFxGwQdJFrVgmI2AElgKBH/zgfxePHj0aqq43b35YrK6+VBw/fjT9OCdsnmlt7ZWCn2k5EbBBspx6d62NgBGYIQK8Fnz//pcFrwX/8IfniwcP7g8kzdmzbxZbW1vFnTu/Lra3n6Xf++//rLh3725B3LzS7u5usbZ2el7Ft9wjIvDCiPmd3QgYASNgBIZE4NatT9L28nwLpy1tbT0snjx5XNy+/ctidfVkL9vFi+vp/Pr1954bJud6cfNwQr0wSE6e3K/TPMhtGceHgD0k48PSnIyAETACAyNw48YHBbu7tiUmbWh7e/tQlrNnzxVbW18VHAehixcvFPxu397oLQFxrbLECw8M4VomwhtDWCQMIpaPMDCIJy1H5MWQUhhpYt4nT54kNo8fP07LNspHnkjIRBmSgSWeO3c2YxKfzykCNkjmVHEW2wgYgeVEAGMDz8jm5q8OGQwrKyvF8ePHBwaGSR8DAmIJ6N69f0vGAxO/COPh8uV3CsrQMhFlERaNBviQZnNzMy0pPXnydbG9/TSlu3nzZvLskJ808ZmXhw9V/nZx794XBfkg+IswRs6efaPAeMHwgs/6+lvJQInGjdL7OF8I2CCZL31ZWiNgBIxAmuiPHz+RPBF4LKq8JW1h0lIJhs7ly1dSNgwerpnkMQLklSCMpSIR5zI+CEMOfisrR1I64viJeOalzmDCaCFOPMm3vr6e+MnYwEBCFtKIDzJzjgFkmm8EbJDMt/4svREwAkuIAJM1kztegtXV1d4SRvRotIVFxsyVK6UxonwnTpxIpxgKLIlgCGAgVBFxkLwskZcMnnPnDi4jkUcPsMqQweCJBozOFY9hQh4ZI5IFA0oyKMzH+UPAD7XOn84ssREwAkYgIcDEzNs1EM9/sASCISFPRxuYeGYDPvEBWfLt7Oyk7HhiHj/eSIaCDIg6vvDCiMCwEOnZEAwnkYwUPcAqQ+b06YNv2MjIQD6lwSjh+ZGccvnzeF93HwEbJN3XkSU0AkbACCQEeCAU4hmPnDBCNjY+LZ4+fZpHNV4z0bPEkhOvFWMIyEuRx3NdZVjkhgHPhsAjGjMyUhSGIQPleWO4lm2oe56uSjaHzR8CXrKZP51ZYiNgBJYUAbwMu7ul5yKHgGUNPApaasnj667Jk/Nk8udBVR4YheqMko2N0nPCK8daVsm9HPDJDQiMFIwdfhB5IXlEdI4ceFtIJw+L0qYMzz1DvLET8yrOx/lCwAbJfOnL0hoBI7DECFy58tM08fIga3yzhXPeRmHiH2S5Rh4O8rHkA8GLpR+8F+LFsyNM+PGNF87Jz5IRBgvnkAwHzsW/ykiRd0RlYnToGRiVBd+PPvpF4kt65MQIkvGBnPzApc5oSpn9NxcI2CCZCzVZSCNgBIxAkTwFvBLL5K39PHieAuNgbW3twFIOYcRFwyXHUEsnGBUs9ZAevnhGeGhWVBosv0yGAGn4YRSwfKIN2fT8yEFDo9xbpMpIic+PwAvDg3TwxuOBgUFdo6Ght3SIJx3LSrxxI8NJ8vo4nwh8a29vb28+RbfURsAIGAEjMAoCeCTwYvC2jskIzBoBe0hmrQGXbwSMgBGYEQIYI3g/TEagCwjYIOmCFiyDETACRmDKCOghVC2dTLl4F2cEDiHgJZtDkDjACBgBI2AEjIARmDYC9pBMG3GXZwSMgBEwAkbACBxCwAbJIUgcYASMgBEwAkbACEwbARsk00bc5RkBI2AEjIARMAKHELBBcggSBxgBI2AEjIARMALTRsAGybQRd3lGwAgYASNgBIzAIQRskByCxAFGwAgYASNgBIzAtBGwQTJtxF2eETACRsAIGAEjcAgBGySHIHGAETACRsAIGAEjMG0EbJBMG3GXZwSMgBEwAkbACBxCwAbJIUgcYASMgBEwAkbACEwbARsk00bc5RkBI2AEjIARMAKHELBBcggSBxgBI2AEjIARMALTRsAGybQRd3lGwAgYASNgBIzAIQRskByCxAFGwAgYASNgBIzAtBGwQTJtxGdc3u3bGzOWwMUbASOwLAhsbT0stre3l6W6rueICEzVIKFxHj9+NP0uXryQRN/d3S0uX36nF048cU+ePB6xatPPrrrlx7Nn35xYfYQpx36EMXLz5of9ktXGk5+6VRE6k06r4ucljPqNYrQNoo9BMRFvZKTPTJOuX38v6Z62nBMTjtp8m3aY5x/2WnhwrDsflnddPtq46hqPhDOW9aMoZ1Xa2I+a+lvMG/PE8Gmcr629UtvvqSuybW8/rRVlUNmFSdU4trr6Uqt+QXul3Hv37tbKNYkIsKrrt3fubKZ21WS89Ws7dTLTLimbPiwiDAzUhuMcJYwVF4/IMEmaqkGiinz00S+KO3d+nS5REErY2vqq2N5+Vjx58nXq2IDVpoOLZ1eO77//s1QP6sKPekF1DXFUudfWTqdyOJpGRwCdXb58ZWhGk9TH3bt3i+PHjyd93779y6FlHCUjNwr5zcK0B3bJP0msVUbVUeXGPs6kO+4+TjukDNM+Ao8flzeqTOCRmCv4nTx5MgZXntNemVinPWaur7+VjKCqeY2+ffbsudS/K4UeIXBj49NDXioMOtqs2vDq6mqv/ardKY45mXEH+SaN2UwMEmFbGiIPi/X19Z4iVlZWio8++ig1Lg10NB4sOFlq0ViRNSeeHKPVTp6Yl8ZAuTEsDiQ0dPKrrGiJy4odxEpEkdSPMjWQc4zlV9UnWq9Rvrw+YEQYMvHjnPSSn3IoD9lVF6UHK+FHGHcYsaPDT1hwfPiwv3VMfvjAD94QMlCfSMhNurxzSp66+sNDaapkJixiq7QRE+4UFK70kiPKTRrVhfB4h8E5YfxIQ1pIOuCo6yhPla6jbDE+MXj+RzjY0o4oU+WIN0colyvqk3zwiTpFD+JBfEwfy9f56urJYmtrS5fpyGCaD1Q5dpQZeUf8iRNeki+XKWIkPQgD5T0gVLhokkVyRP51OggsD5yWffytXh3AEb4i6i2dKYz2RjmEU1f0mpNkI5x4pVeeWG8ml4iZ+jp5KSvWj3Qai4Sh8nIkTNeURblV8uXyxmvJSxj5hYfqpDpE74nabuSTn5eynUvBsT0Ji7W1tRQXy6Es4cFR5xp/wEbykVljKhhRD+UXFlF3+/U4rL9c9osX1wvmtyg3aSgH+TVP5HqWrnJ+ba7JS3mUG4nyYp/FkKOuVXoGL+qMI2HSNFODhI4MUJubm73OTIUZ9LDOUCAA0WBIR9i9e/+WLDuU1pZo9Hgq8MrAB367uzvJG8OdJg2QBony6BRYspRFepSpxlrK8+yAItvIgDJFGhxUH+RSmNJwJAzLFBkkn+Lz+ihcRzCDb8l7p7h+/XrCEu8NRN1ojNQL65kyCLty5aep/jRW4U46xanTq5z8SLzkpiwaMmHnzp1Lx9ixdEcADlUkPnn9m2QWn4iPwoQ3cqHTzc1fJXxoT+q0SsuR+iM/mFB/2gn54q9si2U7JS15IglDlV3XdqkrZVBX8EInORFH+6PPkDYS1++//36St5Sv1Cd3NLRn2o+IulIXeSLpC+gHHqTX4KP0+ZG06E5EHeFJuIg6ROxohxBhEPJwLm/iysqR532y7CfwLAfnsp1SB2Ek/VFGG+oni3iIf5MOlHYcR+rPAL/fR/fd6VX8y7vcp0lv0j+4iMBMegQj+on0TjriKYu8tEfGT+ocSe2I9Gpn5EG/VW0y5s3PyQ+WEEfuuqV36k1Z3JUjl0jhus6PpEVmJk/aamyH8pwcP37i0LhGewcP+gbYUH95ATinjSCvSDLBi7pDGOH0GXidPftGkqPE5usUH3UhPvmxxH09jT0xjnow5zHW0h81flEehK4kU8zX5hx+4ErZkSgr9iHwA4OIA+lJE3GLPCZxPlODhAqhYIwDWYUcUa46C42Yc9JBKI5JgoaixtIPGMAHaI7Kh9GBkmjYdA4a6MYGd8Qney570jMJDNoZozyUx+QHX34ol8al+iDXlStXkuJjfYhHvioZYn1iWTpnYFLjIi0NvIqoF/UjDQQGyIiBKNzpwBDpwKqJKBMeEEeu4UVeSAMI+qShnz5dv8xUV/8mmVMhyUO2r2+FMcFBuoNC/8hHfTk+fXoQoxwztRPqorYp3mBEG4JPJGEoXVNWVdvFmICk10EGHxkC5KVtgbv0yUCETMJdZSCH2hZH6Qx9ULe8frFO1F99iHDqKAyVjvLVpwhDBsLEF3liuaVR+HUKIz1xajNqI8JIbbAtRv1kkcziT3rkbcuf/Orjklk8m460A8rhxzn9Ifb/PG8uD5gxIYoinhEjeKIjxhjKgmiP6IL2IortKJZFHiZG2tKopIlXOFVNlE1lCB/6MPKCmWTlqHZNe0ZmdAkRDqltczxy5EgKgyfXSksgk7N4wRdsMarK4/74DTaESRb49KPyZhfjsDSoyYMeGJ+QhR/jiXhLV+hwUMLopR5qDzE/ZVA2Hh5+yKBxKqZj/KaO0lmMm8T5C5NgOghPGoKscCpPAwAcFHDv3hdpopByxFeN58mTJwpqPMZ1ReWBZ040BspHQcMSjYBfJORVh9bEh7swJzVoGkCU78SJE73ORJ5Yn5wH19x5RBLfGEY9CefOgV8kykfOHHfKbeoY0ot40RnUoWnQ6JWOoM5Y1VHIW1d/DR51MqvcKnw0KHE3rjKUvupIXfhJn8jPwEMYcmNklm7tcrLVBBN5VWEojNQOSS/ZlLdKX4rLj9K19ElbiUR5wpvwiA048xuESF/y3EpyM8loMot8qIP6AXVFdyLOufuso4iH5JPe6vI0hTfJonyxTMKadACe+RhB+6BttyW1A9JHHdblx6DgZo1xA1mZlGN5ufzio3bGnXITSQbSwBfdUUfaOm1GRmsTj35x6D3Wm/R1clfxil4Q2gXjE+MRsqETTZqUw1wCoUeNWaRXX9CNCZ6PfJyLvCgTDNQOZdyzzDgMURYYwIejZKMMnUdMSM+PsSTqqF/ZYFDOo19UJqUtUb6MEMZUwphzKQ9iTEGm2M4qmY0xcOYeEtUFJTBply7T0vJn0J820TC4u8t/beVAecqrzseALSXDh8atNPGo9Gr8bcscJV2UV7LI1ToK3zwvGDA40EnojBo88nRc96v/tGQGB+5EkbUcpC48H6gZ2L5K7RWdUScGKA0oVXVapDB0iQ4ZsBj4cl0SxsSpyZD0eZpp4TEJWdC5+oqOg97tD1p/lUnbZyxhAgFjdNCGyuXCg+NanZEhDwM6gz/GCcb3rAnjgXlC4wNjNXMEOmZswevBObIiN+mYcMEMIq/wkkG8s7NzwCiKvMjDtbx0XOM5LXE5iCXtQHKlwhr+MC4ZM5CZfsTNTNu8DWwPRLFMr7ZyIOJ5nagX/VJEnaLxRrjGMxlvSjvJ40wNEjoVVrgaiSpKh6PBABB3fMRzLpKVGy3GGB/PlUdH5cnLJJ4GK95KP8qRCY1OwxKUlCtvBw2ijvL6ltbxfkesyzdIOBjTCXTXkeetwr0urfJqAtq/LtcluWZApUw6IBjHTq70OtbVX4NRPznEZxxHymSywQCJdzHwphMTp8Eof+i3CkO1L7XDccgID+mTthKJ8qjDOKk02p+myQC95oMpOiaMSRB8mOBif0OefElsnPJFXv1kiWnHec5EJ6oaj2L/V79Bh/0ILJlkwRa+ak91+dTO8geR69IrHP2hO8phYkPeqEOlG+SI3lVX5Ys4KKzuSJuJkyMTKjKpbsTpPBoi9EvqA76MHcihNkv66DVUfniBL/yjXshXpc86mavCNRay/Iz+6E+QdBUxoXx+jCVtifTwYN5hftUcqxsn8REGus6Pwmrc40deTryeqUHCgA4ouBNjx8JQAVAaHMpSGgQHbBQJSPzUWAAbIm9Tg1E+LGs1OO40kIF1PMJQpMrC2saVNSzRqZGRuwx4q85YsJJTrlhdU5ZcrOBC3aI1O6wsyqdysMwxlIQdZYEFGErOKIeMKvHJj+iMvBBHdMXdgIj1U8pAn3TKJorlxvo3ydzEb9A46kpHFjbq5MiNLksPgB54Kx/mjQMb5fVru4PK1C89OgN39SXpYJxtBxmkP/hX8eZOlTamgRW8JBP5yUM8+SHiwVrpU+CY/vrJMqZiDrBhjKH9UEfaTZWnl+fViOPHeEZbIV8dMQ7xU9/dnzib+xE8abOUIXzBHbyjTlQu/InTGEg4EzpjmMZape13pJ1AklnPSUjvHBXXjxeykzZOzBrLqRtlRfxUN+rBuWQBb52Xsu0bjshDWxQvytS55GMMQ7c5lv3GRuXXET6Uh96Fq+qDDMgJIT8ykK4twU+eOx0JY3zgxopyuNayFnwZ5/JyqKNka1v2qOlmapAAgNasmJTpCPy4q8G7IEsSa1cdBdc4gGpZAUUBtAY1Ok9smFUAwY81aSYV8cNwoLzyrqCcjIhDRsIglFbXkavKIUz5aWBMslxLdsqHH3UrZTq4nk8cuHBXxG9UAivKp1w6kPjS6FUWaQiXnNyVEIfs4NNENF50R3oGCXCLukBPUNvOJZkkJ3l1XiVzk2yDxiEjd4Yqh7aA144wfmDBBBFlVP1UFng0tV2lG9cRuZBBfYmJEB20xXsQOWSIVPFGBvQufJg8hQ2DnLBVn6Vf5W1lEFma0vaTpSnvsHFsWwDRz3gjo6rf0L9oU2pXGmPqyqQdiWfsX20mDPJGfdA31Ybz8tTvmcQph5/GpzytrmNa5aHfUCY/xg50rfFVei/Hin2vkPqa+MajDDB5ERQn41ZLMIwPlEOZyIJHBhlEpRelfK2ZMAwDyYNHgLYpXuTVufLDnzRq29Qh9rGmOogHR9olWOthe8WhK8os20WJPfNFlZ5JQ18fhu7c+U1vTgUn6lGWva8P5qyqcoeZB9vK+K29vb29tolHTUfDBUAUqAFqVJ6Lll9WOpbtohEDG52IDhYHiVjPRa5/rKfPjYARWDwEmMQxQvXK7uLVsKwR47gM3XHWcaYeknFWxLy6j4DcgnXGSPdrYAmNgBEwAvUI4Hle9JvtcgmMFYZ9z1M9IoPFzOS1X9xauIi0dDGYyE49jwjgvsZDYp3Po/YssxEwAm0QYEln0YklsXv3mpfvh8Vgqks2wwrpfEbACBgBI2AEjMBiI+Alm8XWr2tnBIyAETACRmAuELBBMhdqspBGwAgYASNgBBYbARski61f126JEOANJZMRWHQEeJOFBytNi4fATA2ScuOV8vPts4S26j16vU/P++w8jNk1Qr5xTkDUUe/Qq+68ok3n7xoh17Dv3/erC5gOy5u3iHh4tx8J3/zIfgjDkl6XHjb/MuYDM3TQlkg7zj7XttxFS9ev//bDmVdOteProDqcJpblnjvlXkXUifFVxHXVT2NPnpd9Txhf2pL2VqEM8sqAa5rr8ratbRqi3G3LHzbdTA0S3rRhcxgqPuhOd8NWuCkfb4BoZzuOXKPAUSaKpvK6Erf/7vyTtFU0dWdHP/TCO/VdM0rQy6Te1mHTqHzzpbZ6Ytv2qk2wqvKzMVXe1hgQ8kGhKq/DjMAiI0C/mPe3VRg7uZllftNcgkGh/h37PueMB5C+On3z5s10zThMPHzazkMaRzSfkVc31oxPednlZnDlTq6xXTEWTnvsn5lBgsJQkL6SinESCcsOaxFrmHPuPGUhysrTbnyyArEqRSiF8Dyv4tscUR7KkrEknjEv8iEnikNGZBJhWRJGHDJrdz/JpcbZpj6xrrEMylL9xRdsc28HZUd8JCNHGh5EA9a75ezQp0lfW1831YG6UFfpS0fyiCgfGcGTo+pflr2/C24/POIdFthyrbrHuwGVG4/5nYewBDN4cESuqs5PXNRDbJOUwW6S+fbxseymc9oaP30PB1lie5FclKm6Skb6hc6JA78qXOr0L7li3YSpdJTjRjwyQaSh3Dy/4nPc8rYY2yr1U5mSKx5jWmGkenGNXGp7h/XzsBdHGmEd+cfzWB/OIzXhEdNxLpmiPqUv4ut0BW7UKceDeik/cVVtIpdB5UQZpGP1UdqRsKNcldGmDv10XCUP5Un2WMdYZ86jzMgHIRvyi6KuCFfbU3zVUeOMcFBZ6ANCJsJifN4OqvgSpj4oA4O+zdha1eYoj/pglJAG2cnPLq7aKVWfNVFbryuXcOZS5i3KhJryogPGYzYrxXARUQ5xMUxxEz2yU+ssaHPzV3vHjn1v7+nTp3sbG5+m852dnZ4oxL388ot7Dx/+ewq7cOFHvTSEEf/mm2+k/PB49dVT6ZrE8It5xV+8eoU8PxG/qvh33vn7xEt8KTcS5SIbpDrdvfvHJDdpKZt6IQ+8RKrP48f/2UtbV58PP/ynlJ+08CKdeMOPc/iDA3VQfUkPqX6xfMnBkbyU0UT96qAy4UNays75qh6UE+XnWtghq+StwwPshPl77/1D0j1lQuRBJ1WETJSrvJIR2SHVQbxyHuSTTMRRH/iBO3k4R/f9KK+70sd6kSbqFL4xn/CS3iS7eAkHyca1+ClNPEo3YEJdSK/yuI7tHJ7EC0eVrWvpT7LR7khPPoh0yAJf1YNyoYhpCgh/KkdpVY7atTAjHKIcwiiHsimT9gKpXOKr1A5kdAAAEvRJREFUaBQ8cn6SA/kh1UNtBWzAt0pXwk481Q7AQOfiqzoJd+XRkXL4gQf5KZP6gxfXnIsXYeCl6351kJxVOlb5Otbxkt6iHJyr3VbFC0t4QqpHHQaSgSP84A8O5EP22M7FW5gpvTCJvPqdSzccc0J2yhWpDqov4ciGrFX5la/qiK7VvvJ44mKfiPHIQ/viqD4T4yd1PjMPCVYcFhwWINYchEUWiXhZefp2RvxKKGHk50c6xXHHz255yov7D8szfkwollN3Luux7c57KhNrlzs5yqdsrEy2EmarXZHqEy35uvogB7ypA7z0rQzx4khZwoEyccuRPsbFspQX65zw+NEqxcXjIHUgLWWj16hTLHHpOvKuO6/DI6bX3YzC+Dopbs4q4oNmYCTPDzKCm7xzfKEV2flVEfngDw9ImO3u7vS8T2pzVfmbwsCJuyK1C9JGnSIj8sqVTXvgF/EVf+5u+HHHhazUh7aHnuXtU1odm9oYceCs9gtPPpqIvPGOLd4NkoY8xFMm6YWbZIFv3ia1lKW0ko9jm3YNZtKBsGRcQAbKkmsc7Jra4jjwiLKjA+lO5QqfJl3xVWzihTN32GBDWximTaAHZCE/33ER0Tdi+wJDMJL3lHRNdWjSscqIR+ogPDhyXTc+x34QecRztT3qAC89YxLT1J3jpVc+zvN2TXul7lWY1PGM4XhZmA8oQ21T8ei19Ibs6yLvE0o76FHeM8qIuhYf9b/8ezrMX8iqdqr00zjOZKdWOiJK0Ael1MFYGlAjpfJV7u+orHytnzh4c0QZ0Q0IPxpVE0UXoNLRKTWIKazpSJ3kVuQDRpGQh+cMkK9qYmiqjyY/+NFYcsqxohGqg4M1uOQfisp5tLnuX4d92RhMafSUD/bIQFhbqsIjz8sAi95w/ZYdfq1SXxFzBohIwpMll3zAiOmoCx/gghjwNEmAK3Hw6dfGxI9Oz09EPtoZ7U0UdUpZuWzEUy64RtJgrHoRRx/jR/vLSX2mro0pDxjnBK6iWB5hxEmWOlc3gx79vnTLlzcWWsYV33js164jZsqHHNSB+kf9kLaqH44LD5XPMcdGccInxkdd0SaYzGibpEFetZF+bQI+oqpyYv+CF/XO+4byc4wyxnDxrtNxTKvzvC3DO2/HSlulU8XpWCeb4puOEQedSxbaS8SRPkJ74hfbUhN/bg4hxqmLF3+UPiirvIzRnEunTXwGjWMu5cf4q7ktzq/0O/QQsaMdMKbw0dtZ0Ew8JBoE6Gh0AH7qEIA3DqIj5w/vcIfLhKoyOSKDiHjyxE8059aj0tYd5aUhnjvn8lh+VE53GzTAQYycurLqwqkjA7w6VdMAr0Fak07Ok8YJPzoghtYgdWCyoa7c1XE3x/m4rW46FDoDT+qCrEycqrvqI71gMObtAq8HRJo4+CgvR/iqrTAokYe6CD8MFb4k2pby9okHLQ4WbfkMky62f87bELrLceM6n1jqeIFXnp/6gh/9rTTkSwOWdqYxIvIbpF3HfJM4HxWPtjKpz9B/wIR+KM9PWx5t09Gecx1x3ZbqdNw2/6zS8eX3OgL/cRE3T4xLzHUidEofiuXEc6WLx7z/xmuNUTE9/PnF51c03+Y3iNevX++NpZHHtM5nYpBgmWERxsbPgIwi6HijUJwgqvgwCMZy5aWJaeEhtz6WZT65MSiI4jlhNAgsTn4oF5KHAp6UV1Wm+OVH1ScaDLFB5+m5BkMGF5XHeS5nzEe8BrsYTh4MEBrysHWgI8BbHS/yZ4lE1CSf0jQd0SuuVQZFeOWGrQadunLAlLi6uzEwQKfojrJUhu4uKC96GJpkHSaOcnQnqvwYQfQZ2kgk3eXFdkIb5oeMsf1z3q+N6a4w8ovlNZ1LFn0+vi4t4wHYIg91ioOn8gzarpWPY1nv0nuqcHm7dK3jJPFQGToKn4ht1BXpaJPE625abW7UNhHbE7zyPiMZ+x1Vh346jnxi2YRTv7wdx/STPI/YSy7GLQhdxDGDcRis+hkNGM8YCjGvzpWXcgnLDUx5siVLKUfp2QTrvP/Ga/oQN2TR+0p+ylG5XEtX0TNDXZGJOUxGDmHclMrrT95J0tQNEiYmKpkrAbDqJsZBAcAjQDkACdHRUBKNpC0hj9a6pVx1GPGFnxoZfElH3cjHcx4ot2yY5YShRkB+eRrayEN94KMBQ6+E1eVFTjV25MOVGuXM88GfeIwv8kHUg2vCaeSq+6B1QM/wynVOp0ZH8CcOI3UYwhPET/WTfBpQxBP5CaMc0vIDF3lTkAGKnVZ5FY4HhXTkFTakF9YamGO+cZ2Do9oTPGkLtKM4oBCObGDLT+2RcAYZ9bEqmeADP+k/tjHiyIuBDX+I+oOdrqt4EoYc4E57F++yT5RvAyEjfBRHveBZZRgO2q6jTKqDlhUoh/ZXR019TryGwSMvr42uKA9CZp1z3bZNkFbl8KwI+OZ9Tm9i0E4g4ulX6Lkf9dNxVf7YlmkPlIcHoQ3RFuPNTJs8TWnAhPL50U6ZhyhDFNsMfSSfu5QuHsWD9CIMSumBMBkcGluVjrLpMxjg6l/ISDj5+xFtRGMraWk34B3lxrCCX6wnckTjhnPC4Ff3XF4/WQaNn7pBAshqwLmw6hRNA0Wep+qaO1h+svToVDQQwgYh5MS1jjx0GnigHAZRLEjdNcNTHUxLB+QlLQ2cu/OYjzCuy3xP+oqE3KSnHpTbj9SxGej5qYFr0M/z0+hYM+TIIEQZWMTkw8tCuOqjuretAx1LDZ9zkR7MRT72OolxStPmiPEHwQe5kSsaUJEH4ehCuNDZY/2QE4yr2l+p1xMJl7Ks/ecRGMjIC0aQ2l0se9Rz2h4yUD/qiZxc84M0ACJb2V5/mZ4ZQo+kj3WtkgU+6ED6j2nUDggTzvADe+L6EenARrypg8rTUXHUS+095ztou475VYdyWa58RbmpzUmGqj4nXvAfBo8oF+fgw11xna4oT7JGF3u/NlFVjmQuyzrRSwJ/+gdtJ/Z/wtpQk46r8jOmMBfEPqv+U5U+hjEWluPxmzG48rxNXyzxfeU5/icSDjkz9TnaBT+oiTf1AxPVkfyx3ZBfxoY8IrFMHtJlyV/ti3YLvzakPqW8yIkeaS8ixqyqchVfd8TAoi4YOROhSb2+Y75GwAjMLwLDvmY4vzVePsn1Kqpe1V1EBKgbr7ZWkV7jja/XxnR67TeG+Xyv95r0JLCYuodkIlaVmRoBIzASAtxN4aUQ4cWId+YK93E+EcA7yp0tHk6Iu3MtIXA3v6iEx0fe6EWt4zTrhWek9DL3XzoaRi4bJMOg5jxGYMEQkDuYSYsf69uELfJktWAqbKwOyyG48uVyxwDF4JTeGzPPcSTLK9TbNB4EWNrjxYFJ0bdwu0yKufkaASNgBIyAETACRqANAvaQtEHJaYyAETACRsAIGIGJImCDZKLwmvmiIsBT/stIPJ0fn7DnnDDTYQRyrA6ncIgRMAIRARskEQ2fLywCTJxtX1fD2CBtHfEqaNXGXTE9DxGyTs/Dg/zYy0DPZxAeDRrS6rVX0nAe9y8QX72SGQ2AfryRNZYlXnVH0vOrI14X1f4JYEpaXkkclpCfOnOEqGN8uHZYvl3IF7HqgjzjlAEdoXu16ar2Os7yzGs5ELBBshx6Xvpa8jAWG/1oP4dJA4IBwsN0PDjImw1M3tpam023FIYc2oSMzYeQUXmijAz42qAphotPHW/2M+CNmWjExPyzPqdePHBJnSH2bRhkC/5Zy7+M5WNA8+OB2GltmLWMOC9jnW2QLKPWZ1BneR24o+LOkQkaYqKMd1rceTHYQfJq5PHkYSKWByIlfv4qI/x15w4v3cHJu6ByOZabQx1NfFSGeHGMXg3iuYtnkyHy8oN3FTHJklavG3LNuTZ+0sZKeFlIBy82BdQbLdogUDhQJhN11SZVTbyRjTL5YZS0JTweETuwhsAL4ho8+EEc0a90zLVwj0ZU1UZS+TeAwOLIkSMpPzqDwAh+koMwyUD4uNJFWSlD9alqB8Qja8QJWcgD5ViJV4p8/keaiGHkRZ3QfwwjLVjUkcpADngjH9Smj8U6Uiblw0O81Bbhx27I0Yisk8fhRmBQBGyQDIqY0w+MAIMbEwgeg9IDcCRN9gyuDIRMgNxp8T0jiIE33tETjweANOxeyMTGNsjkZ0IWcc6kLi8Igyh3cflravCmXHlNkEuDt3hxhD/ylmU/7O0CSz7ljel1zv4OB3dFLD/+p/g4qWi5Q8YIaWS4aGmE77Cwo2wVIV98rTHyVnp290QHVXFKE4/gA77izURHft0NUx7ySCaOMrLgQznoknDyaZLGoIJnJHDXltaa9OCFx0TfmpFu9FkA8nNOvcaZrmq7etUHuakPsmDcUcdyEt/fbps2QTunHjlWsc5157G9wgv+1I+yy7ZfllmVf/Q+xndMSp0hB2WjL/VJefEoG71IZ1WyOMwIDIuADZJhkXO+1ghwd8/AqkmLCZ6BjsmYwY8JjgmZNBgQDPYMsCKWOJikScO5JijC4C3C4xANAfhxnd/NwZsyNJHjvYj5xI/lDkhly0BQfNWxnIwfV36LRellRK2vv5XkUHjdUbjVxcfwyFvhLIEgl3BTeN0x6kq4RAOxLp/C0SE8mFTBts47Ix2DL1Qu15SfFyCvDBAmQHRPW6EeyMI5vMedTnWIR7UDykIOyqd+tGHqKtIkjYzDUGyv6JFyxL9s++Wn5Kl7TqP2MWSXziQH9VWYDGfqht68rJZrwNfjQMAGyThQNI9GBBhAq76boAleExJMGHj5xa8bx4/W6ZzBmqUNePPThKtJAV6RbxQQ3pTBYCuqujuuy688VUdNFvCvIgZz7qK5+6xLU5WvTVgdb9UDzNqQ0rdJm6cB01gvfSm4apIul2v2v2+EASI94P3Y1+tWgfEGb4wq6omMXI87XV4frnM8Yl3w/uCxw6PAcRSK5aj9syzJsgk/yoBi+SoPrMbVx8CVXxWBP3FR1qp0DjMCwyBgg2QY1JxnqgiwVXEVcffO4MgSCXeUDJJdHigZzJlU8Mxwdw/VDfxV9W0Kq+LdlH5ScYPUBwNEBiSTLJOqcJFnBuODcO7IuWPHiIlLBuNO1xYX5OUZC3l/qLc8bm159EsHT5Zr8h84zIrAXjqalQwud3ERsEGyuLrtTM0wEuTyjULJ28GEI+Iunh931qIYL6+K3MlMSExaLNdoclO+uiO8KSPeaTLQTpK4e+bZGCatuASju1rVCxmElfDpJ1cd7375JhGf48qdPvrPDRV0Whoa5eQqg1LpOJJPEz7neE/QNcaXlgzGna4tJshAXXmuBG8XvzYU21w8z/PKsxTbfp4mXo/axyKvpnP0JC9WUzrHGYFhELBBMgxqzjMQAhgKDL56uJElC1zQEAMp1wzuEJMrk4zufAnb2NhI8aRhgiJOE5d4M0HEPIlZzZ/yUy5EXia6tkTZdZMJ9YGigYFXhIGcSSsaI6SDF8YVzwCIJ/UlXLya5GrirXya1OJSiuIGPSLXzs5OysY5JLnFS0sL4Eq9qwxFvCPUTzwwCGVkiA/X6Fw46BojTmGkVbjCdD1sOpXfdBSWes6Fesp4Ur6IldKTDqIv5LgpH0e8EOS/fv16Lx0Gbf5mmfKoHwzbx8Sn6Ug7QuZZemia5HPc/CNgg2T+ddj5GmAA4BmQIaLJmQmEh/aYOPSKIQMed50awKkcAzPxZZoTB+5GGRzhwy/maQKFdJTLhKm1+UEGWQZ/Bmfy5pNKKWu5tIAMpJOxg7FFHv2YYCAemuTtIT0vgIdEDzM21aMNb/IzaUouJnjK18TVxL8qjomSvLwaKtwxQGTcKQ9lUD8MMBlhqj9p4rIL1+giN1x0J46BAVFeWY/yOgUWRe+OfdR0g2CDLGChNo0xoqUMGaMRK/pATI9HDx51RD3pB5DaBW2NdkFcLuuofaxOjhhOO5IxH8N9bgTGhgAf1zMZgS4i8PDhv+8dO/a9PY5NdOHCj/Y2Nj5tStI37r33/mHv1VdP9U3XJsHm5q/2Xn75xb2dnZ02ySeeBnyon4jzUfESr3iEJ/oyLQ8CT58+TTqnzZuMwKgI2EMyNtPOjGaBAF4C7q65c2tL3OFzBy/PhTwNg/BoKos74fIOd3+PlKb0k4wTPrwuDXGXPShek5TPvI2AETACQuAFnfhoBOYNAZYKMCpYDmq7XEMdWULgYUs960AYRsQ435LAtc6ShYyTWWHLhlYRHwwlbdo1K5lc7mIgwBKcnolZjBq5FrNG4Fu4WGYthMs3AkbACBgBI2AElhsBL9kst/5deyNgBIyAETACnUDABkkn1GAhjIARMAJGwAgsNwI2SJZb/669ETACRsAIGIFOIGCDpBNqsBBGwAgYASNgBJYbARsky61/194IGAEjYASMQCcQsEHSCTVYCCNgBIyAETACy42ADZLl1r9rbwSMgBEwAkagEwjYIOmEGiyEETACRsAIGIHlRsAGyXLr37U3AkbACBgBI9AJBP4/dlbOMFhAVvAAAAAASUVORK5CYII="></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline how open reading frames are identified in DNA. </p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain what the branching off points represent in the cladogram of these fungi.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>There are several methods of introducing DNA into a cell in the laboratory. Outline the introduction of recombinant DNA in plant cell protoplasts.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p align="LEFT">The bacterium <em>Escherichia coli</em> is responsible for over 70 000 cases of illness each year in the US. More than half of these cases are due to transmission of the bacteria in food, particularly from ground beef in undercooked burgers. Epidemiologists collected evidence from 183 outbreaks of food poisoning between the years 1982 and 2002 and identified the food responsible for the outbreak. They divided the foods into dairy products, fruit and vegetables, beef, ground beef (beef which has been minced) and other foods. In some cases they were unable to identify the food that had caused the outbreak. The results are displayed in the bar chart.</p>
<p align="LEFT"><img 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" alt></p>
<p align="LEFT"> </p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p align="LEFT">State the number of years during the study when contaminated dairy products caused food poisoning.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Compare the outbreaks of food poisoning in 1989 and 1994.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b(i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest <strong>two </strong>reasons for these changes.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b(ii).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain how pasteurization may have prevented food poisoning by dairy products.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>Lipid A is a phospholipid that makes up the external layer of the outer membranes of most Gram-negative bacteria. LpxC is an enzyme involved in the biosynthesis of lipid A. In this experiment, a lawn of the Gram-negative bacterium <em>Escherichia coli</em> was grown on a nutrient agar plate. Shortly after inoculation, before the lawn is formed, discs containing different test compounds were placed on top. The Petri dish shows the results after 24 hours incubation.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the effect of disc 3 on the bacterial lawn.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the effect of mutating the LpxC inhibitor.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Predict the results obtained with disc 1 in a Gram-positive bacterial lawn.</p>
<div class="marks">[1]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>Over a thousand bacterial species occupy the human gut. The gut bacteria show much larger genetic diversity than the host cells. Gut bacteria are vital to proper food digestion and vitamin synthesis. Fecal samples were collected from people in various locations so the genomes of their gut bacteria could be analysed. Bacteria with the same unique DNA sequences were identified as species. The graph shows the number of bacterial species in the digestive tract of people in three different parts of the world.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify the age and ethnic group of the individual with the highest diversity of gut bacterial species.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the trends in the number of bacterial species in the digestive tracts of Amerindians.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Distinguish between the trends seen in the three populations.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b (ii).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest <strong>two</strong> reasons for how the different environments of the three human populations affect the number of bacterial species in their digestive tracts after the age of four.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>A century ago, it was discovered that each person belonged to one of four blood types. Now some researchers are reporting that human gut ecosystems fall into three distinct types, each involving a great number of similar bacterial species.</p>
<p>Suggest one medical application based on the knowledge that humans could be typed according to their gut ecosystem.</p>
<div class="marks">[1]</div>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="specification">
<p>Fungi of the genus <em>Botryosphaeria</em> have been found to produce certain oxidizing enzymes, laccases, that are effective in treating contaminated water and soils. Studies were undertaken to test the effects of veratryl alcohol concentrations and fermentation time in order to optimize the industrial production of laccases. Statistical analysis of the data was used to develop the graph below.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify the amount of laccases produced when the veratryl alcohol concentration is at its highest level and the fermentation time is at its shortest.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a (i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify the amount of laccases produced when the veratryl alcohol concentration is at its lowest level and the fermentation time is at its longest.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a (ii).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Analyse the overall effects of the veratryl alcohol concentration and fermentation time on the production of laccases.</p>
<div class="marks">[3]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest <strong>two</strong> other conditions that might affect the production of laccases.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>The genetic code is the information encoded within the mRNA sequence that is translated into proteins by living cells. The codon table is shown.</p>
<p style="text-align: center;"> </p>
<p><img style="display: block; margin-left: auto; margin-right: auto;" 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" alt></p>
</div>
<div class="specification">
<p>The alignment was used to obtain a cladogram of these organisms.</p>
<p><img style="display: block; margin-left: auto; margin-right: auto;" src="data:image/png;base64,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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the bioinformatics tool used to obtain the alignment.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the meaning of the dash (–) in the alignment.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>(i) Identify the longest amino acid sequence where there are no differences amongst the five genera.</p>
<p>(ii) Suggest, with a reason, whether the DNA coding for the amino acid sequence identified in (c)(i) must be identical for the five genera.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe briefly how the cladogram was obtained.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Determine which <strong>two</strong> genera are most closely related according to their cytochrome c protein sequence.</p>
<div class="marks">[1]</div>
<div class="question_part_label">e.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The electron micrograph below shows a thin section of the Gram-positive bacterium <em>Micrococcus lysodeikticus</em>.</p>
<p><img src="data:image/png;base64,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" alt></p>
<p>Compare the cell wall structure of this bacterium with one classified as Gram-negative.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a (i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the role of saprotrophic bacteria in the treatment of sewage using reed bed systems.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State <strong>one </strong>example of a bacterium that forms aggregates.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the process of nitrogen fixation by a <strong>named </strong>free-living bacterium.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The image shows part of a sewage treatment plant.</p>
<p> </p>
<p><span style="font-family: ArialMT; font-size: medium;"><img 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" alt></span></p>
<p>Outline the role of bacteria in trickling filter bed treatment of sewage.</p>
<div class="marks">[3]</div>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="specification">
<p>The micrograph below shows an example of a biofilm including <em>Staphylococcus aureus</em>.</p>
<p style="text-align: center;"><img src="data:image/png;base64,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"></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Biofilms can be formed in many different environments.</p>
<p>State <strong>one</strong> example of an environment where biofilms can be formed.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Discuss the emergent properties of biofilms.</p>
<div class="marks">[3]</div>
<div class="question_part_label">a.ii.</div>
</div>
<br><hr><br><div class="specification">
<p>The scanning electron micrograph shows a biofilm on a metal surface from an industrial water system.</p>
<p><img 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" width="356" height="248"></p>
<p>[Source: Biofilms: Survival Mechanisms of Clinically Relevant Microorganisms, Rodney M. Donlan, J. William Costerton, Clinical Microbiology Reviews, 2002, 15 (2), pp. 167–193. Reproduced with permission from American Society for Microbiology]</p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the emergent properties of biofilms.</p>
<div class="marks">[3]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State a positive application of biofilms.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest <strong>two</strong> problems that could be caused by the presence of biofilms in water systems. </p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br>