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    \n
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  2. \u9488\u5bf9 TNF\u03b1\u3001GPCR \u8fd9\u7c7b\u754c\u9762\u5e73\u5766\u3001\u65e0\u6807\u51c6\u7ed3\u5408\u53e3\u888b\u7684\u9ad8\u96be\u5ea6\u9776\u70b9\uff0c\u4f20\u7edf\u7b5b\u9009\u547d\u4e2d\u7387\u6781\u4f4e\uff0c\u957f\u671f\u5b58\u5728\u7814\u53d1\u6280\u672f\u76f2\u533a\uff1b<\/li>\n\n\n\n
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      \n
    1. \u5e95\u5c42\u7ed3\u6784\u9884\u6d4b AI \u6a21\u578b\uff1aMMFold \u5728\u56fd\u9645\u6807\u51c6 FoldBench \u6d4b\u8bd5\u57fa\u51c6\u4e2d\u9884\u6d4b\u6210\u529f\u7387 68.6%\uff0c\u5173\u952e\u6027\u80fd\u6307\u6807\u4f18\u4e8e AlphaFold 3 \u7b49\u6d77\u5916\u4e3b\u6d41\u6a21\u578b\uff0c\u53ef\u4e3a\u6297\u4f53\u5206\u5b50\u4e0e\u9776\u70b9\u7ed3\u5408\u6a21\u5f0f\u63d0\u4f9b\u9ad8\u7cbe\u5ea6\u4e09\u7ef4\u7ed3\u6784\u63a8\u6f14\uff0c\u662f\u5168\u6d41\u7a0b AI \u843d\u5730\u7684\u7b97\u529b\u57fa\u7840\uff1b<\/li>\n\n\n\n
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    3. \u591a\u5c42\u7ea7 AI \u8fc7\u6ee4\u667a\u80fd\u4f53\u7cfb\uff1a\u5185\u7f6e\u4eb2\u548c\u529b\u3001\u8868\u8fbe\u7eaf\u5ea6\u3001\u7a33\u5b9a\u6027\u3001\u514d\u75ab\u539f\u6027\u56db\u5927\u9884\u6d4b\u5b50\u6a21\u578b\uff0c\u5728\u865a\u62df\u7aef\u5b8c\u6210\u591a\u8f6e\u7b5b\u9009\uff0c\u4ec5\u4fdd\u7559 14-50 \u4e2a\u6700\u4f18\u5019\u9009\u5206\u5b50\u8fdb\u5165\u5b9e\u4f53\u5b9e\u9a8c\uff1b<\/li>\n\n\n\n
    4. \u5e72\u6e7f\u5b9e\u9a8c\u95ed\u73af\u53cd\u9988 AI\uff1a\u5c06\u6e7f\u5b9e\u9a8c\u7ed3\u5408\u6d3b\u6027\u3001\u4eb2\u548c\u529b\u6570\u636e\u56de\u6d41\u8bad\u7ec3\u6a21\u578b\uff0c\u6301\u7eed\u4f18\u5316\u751f\u6210\u3001\u8fc7\u6ee4\u7b97\u6cd5\u7cbe\u5ea6\uff0c\u5f62\u6210\u81ea\u4e3b\u8fed\u4ee3\u7684\u667a\u80fd\u95ed\u73af\u3002<\/li>\n<\/ol>\n\n\n\n

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        \n
      1. \u7b97\u529b\u4e0e\u6a21\u578b\u672c\u5730\u5316\u90e8\u7f72 AI \u642d\u5efa\u8f7b\u91cf\u5316\u672c\u5730\u8ba1\u7b97\u96c6\u7fa4\uff0c\u90e8\u7f72 MMFold \u86cb\u767d\u7ed3\u6784\u9884\u6d4b\u57fa\u7840 AI \u6a21\u578b\uff0c\u5bf9\u63a5\u516c\u5171\u86cb\u767d\u6570\u636e\u5e93\u3001\u75be\u75c5\u9776\u70b9\u57fa\u56e0\u7ec4\u6570\u636e\u96c6\uff1b\u642d\u5efa\u8054\u90a6\u5b66\u4e60\u6570\u636e\u67b6\u6784\uff0c\u5728\u4e0d\u5171\u4eab\u539f\u59cb\u5b9e\u9a8c\u6570\u636e\u524d\u63d0\u4e0b\u5b8c\u6210\u6a21\u578b\u5fae\u8c03\uff0c\u89c4\u907f\u751f\u7269\u6570\u636e\u9690\u79c1\u98ce\u9669\u3002<\/li>\n\n\n\n
      2. \u9776\u70b9\u524d\u7f6e\u667a\u80fd\u6316\u6398\u6d41\u7a0b \u4f9d\u6258\u5927\u8bed\u8a00 AI \u6587\u732e\u89e3\u6790\u6a21\u5757\uff0c\u81ea\u52a8\u68b3\u7406\u80bf\u7624\u3001\u81ea\u8eab\u514d\u75ab\u75c5\u51b7\u95e8\u9776\u70b9\u7814\u7a76\u6587\u732e\uff0c\u8bc6\u522b\u4f20\u7edf\u624b\u6bb5\u96be\u4ee5\u653b\u514b\u7684\u5e73\u5766\u754c\u9762\u9776\u70b9\u3001\u8de8\u819c\u53d7\u4f53\u9776\u70b9\uff0c\u8f93\u51fa\u9776\u70b9\u53ef\u5f00\u53d1\u8bc4\u4f30\u62a5\u544a\uff0c\u66ff\u4ee3\u4eba\u5de5\u6587\u732e\u8c03\u7814\u3002<\/li>\n\n\n\n
      3. \u5c0f\u6279\u91cf\u9a8c\u8bc1\u95ed\u73af\u667a\u80fd\u6d41\u7a0b \u8f93\u5165\u9776\u70b9\u7ed3\u6784\u540e\uff0cAI \u81ea\u52a8\u5b8c\u6210\u5206\u5b50\u751f\u6210\u2192\u591a\u5c42\u865a\u62df\u8fc7\u6ee4\u2192\u5019\u9009\u5206\u5b50\u6392\u5e8f\uff0c\u5b9e\u9a8c\u5ba4\u4ec5\u9488\u5bf9 AI \u7b5b\u9009\u540e\u7684\u5c11\u91cf\u5206\u5b50\u5f00\u5c55\u5b9e\u9a8c\uff1b\u5b9e\u9a8c\u6570\u636e\u81ea\u52a8\u5f55\u5165 AI \u8bad\u7ec3\u5e93\uff0c\u6bcf\u6708\u5b8c\u6210\u4e00\u8f6e\u6a21\u578b\u8fed\u4ee3\u4f18\u5316\uff0c\u6301\u7eed\u63d0\u5347\u540e\u7eed\u9776\u70b9\u8bbe\u8ba1\u547d\u4e2d\u7387\u3002<\/li>\n\n\n\n
      4. \u843d\u5730\u4ea7\u51fa\u76ee\u6807\uff1a\u5feb\u901f\u5b8c\u6210\u9ad8\u96be\u5ea6\u9776\u70b9\u6297\u4f53\u9884\u7814\uff0c\u4ea7\u51fa\u539f\u521b\u86cb\u767d\u5206\u5b50\u5e8f\u5217\u3001\u7ed3\u6784\u8bba\u6587\uff0c\u642d\u5efa\u81ea\u4e3b\u53ef\u63a7 AI \u86cb\u767d\u7814\u7a76\u5de5\u5177\u94fe\u3002<\/li>\n<\/ol>\n\n\n\n

        \u65b9\u6848 2\uff1a\u533b\u836f\u4f01\u4e1a\u65b0\u836f\u7ba1\u7ebf\u7814\u53d1 AI \u843d\u5730\u8def\u5f84\uff08\u4ea7\u4e1a\u521b\u65b0\u573a\u666f\uff09<\/h3>\n\n\n\n
          \n
        1. \u5e73\u53f0\u5bf9\u63a5\u4f01\u4e1a\u73b0\u6709\u7814\u53d1 LIMS \u7cfb\u7edf \u5c06 MMDesign \u667a\u80fd\u8bbe\u8ba1\u6a21\u5757\u5d4c\u5165\u836f\u4f01\u73b0\u6709\u7814\u53d1\u7ba1\u7406\u7cfb\u7edf\uff0c\u6253\u901a\u9776\u70b9\u5e93\u3001\u5b9e\u9a8c\u8bb0\u5f55\u3001\u5206\u5b50\u6863\u6848\u6570\u636e\uff0c\u5b9e\u73b0\u9776\u70b9\u9700\u6c42\u4e00\u952e\u8f93\u5165\u3001AI \u5206\u5b50\u65b9\u6848\u81ea\u52a8\u5f52\u6863\uff0c\u5168\u7a0b\u7814\u53d1\u6d41\u7a0b\u6570\u5b57\u5316\u7559\u75d5\uff0c\u6ee1\u8db3\u533b\u836f\u884c\u4e1a\u5408\u89c4\u6eaf\u6e90\u8981\u6c42\u3002<\/li>\n\n\n\n
        2. AI \u5206\u5c42\u7b5b\u9009\u964d\u672c\u589e\u6548\u843d\u5730\u6b65\u9aa4 \u7b2c\u4e00\u5c42 AI\uff1a\u7ed3\u6784\u9884\u6d4b\uff0c\u9884\u5224\u9776\u70b9\u53ef\u7ed3\u5408\u533a\u57df\uff1b\u7b2c\u4e8c\u5c42\u751f\u6210 AI\uff1a\u6279\u91cf\u4ea7\u51fa\u5168\u65b0\u7eb3\u7c73\u6297\u4f53\uff1b\u7b2c\u4e09\u5c42\u6210\u836f\u6027\u9884\u6d4b AI\uff1a\u63d0\u524d\u5254\u9664\u8868\u8fbe\u5dee\u3001\u6bd2\u6027\u9ad8\u3001\u96be\u91cf\u4ea7\u5206\u5b50\uff1b\u6700\u7ec8\u4ec5\u4fdd\u7559\u6570\u5341\u4e2a\u5019\u9009\u5206\u5b50\u8fdb\u5165\u7ec6\u80de\u3001\u86cb\u767d\u7ed3\u5408\u5b9e\u9a8c\uff0c\u5c06\u4f20\u7edf\u767e\u4e07\u7ea7\u7b5b\u9009\u538b\u7f29\u81f3\u6570\u5341\u4e2a\u6837\u672c\uff0c\u5b9e\u9a8c\u8017\u6750\u3001\u5468\u671f\u964d\u4f4e 90% \u4ee5\u4e0a\u3002<\/li>\n\n\n\n
        3. \u7ba1\u7ebf\u5feb\u901f\u8fed\u4ee3\u667a\u80fd\u673a\u5236 \u9488\u5bf9\u4f01\u4e1a\u5728\u7814\u4e34\u5e8a\u9776\u70b9\u3001\u65b0\u836f\u50a8\u5907\u7ba1\u7ebf\uff0c\u6279\u91cf\u542f\u52a8 AI \u5206\u5b50\u8bbe\u8ba1\uff1b\u540c\u4e00\u9776\u70b9\u540c\u6b65\u751f\u6210\u591a\u7ec4\u5dee\u5f02\u5316\u7ed3\u6784\u5206\u5b50\uff0cAI \u81ea\u52a8\u5bf9\u6bd4\u4eb2\u548c\u529b\u3001\u7a33\u5b9a\u6027\uff0c\u4f18\u5148\u63a8\u8350\u5177\u5907\u4e34\u5e8a\u6f5c\u529b\u7684\u5206\u5b50\u8fdb\u5165\u4e34\u5e8a\u524d\u7814\u7a76\uff0c\u7f29\u77ed hit-to-lead \u7814\u53d1\u5468\u671f\u3002<\/li>\n\n\n\n
        4. \u843d\u5730\u4ea7\u51fa\u76ee\u6807\uff1a\u5927\u5e45\u7f29\u77ed\u521b\u65b0\u6297\u4f53\u836f\u65e9\u671f\u7814\u53d1\u5468\u671f\uff0c\u964d\u4f4e\u524d\u671f\u7b5b\u9009\u8bd5\u9519\u6210\u672c\uff0c\u540c\u6b65\u653b\u514b GPCR\u3001TNF\u03b1 \u7b49\u4f20\u7edf\u624b\u6bb5\u96be\u4ee5\u7a81\u7834\u7684\u9776\u70b9\uff0c\u4e30\u5bcc\u4f01\u4e1a\u81ea\u7814\u521b\u65b0\u7ba1\u7ebf\u3002<\/li>\n<\/ol>\n\n\n\n

          \u65b9\u6848 3\uff1a\u751f\u7269\u5236\u5242\u5de5\u4e1a\u5316\u751f\u4ea7 AI \u914d\u5957\u843d\u5730\u8def\u5f84\uff08\u91cf\u4ea7\u8f6c\u5316\u573a\u666f\uff09<\/h3>\n\n\n\n
            \n
          1. AI \u751f\u4ea7\u9002\u914d\u5206\u5b50\u4f18\u5316\u6a21\u5757 \u5728\u5206\u5b50\u8bbe\u8ba1\u9636\u6bb5\u5d4c\u5165\u751f\u4ea7\u5de5\u827a\u9884\u6d4b AI\uff0c\u81ea\u52a8\u8bc4\u4f30\u5206\u5b50\u53d1\u9175\u8868\u8fbe\u91cf\u3001\u86cb\u767d\u7eaf\u5ea6\u3001\u7eaf\u5316\u96be\u5ea6\uff0c\u4f18\u5148\u8f93\u51fa\u9002\u914d\u73b0\u6709\u53d1\u9175\u3001\u7eaf\u5316\u751f\u4ea7\u7ebf\u7684\u7eb3\u7c73\u6297\u4f53\u5e8f\u5217\uff0c\u907f\u514d\u524d\u671f\u7814\u53d1\u5408\u683c\u3001\u91cf\u4ea7\u5931\u8d25\u7684\u95ee\u9898\u3002<\/li>\n\n\n\n
          2. \u5de5\u827a\u53c2\u6570\u667a\u80fd\u8f85\u52a9\u4f18\u5316 \u9488\u5bf9 AI \u7b5b\u9009\u5f97\u5230\u7684\u4f18\u52bf\u5206\u5b50\uff0c\u4f9d\u6258\u5de5\u827a\u5927\u6a21\u578b\u81ea\u52a8\u63a8\u6f14\u53d1\u9175\u6e29\u5ea6\u3001\u8bf1\u5bfc\u65f6\u95f4\u3001\u7eaf\u5316\u7f13\u51b2\u4f53\u7cfb\u7b49\u53c2\u6570\uff0c\u63d0\u4f9b\u591a\u7ec4\u5de5\u827a\u4f18\u5316\u65b9\u6848\uff0c\u51cf\u5c11\u4e2d\u8bd5\u9636\u6bb5\u91cd\u590d\u5de5\u827a\u6478\u7d22\u5b9e\u9a8c\u3002<\/li>\n\n\n\n
          3. \u751f\u4ea7\u6570\u636e\u53cd\u5411\u8d4b\u80fd AI \u8fed\u4ee3 \u5c06\u4e2d\u8bd5\u3001\u89c4\u6a21\u5316\u751f\u4ea7\u7684\u8868\u8fbe\u3001\u7eaf\u5ea6\u3001\u7a33\u5b9a\u6027\u6570\u636e\u540c\u6b65\u56de\u4f20 AI \u5e73\u53f0\uff0c\u6301\u7eed\u4f18\u5316\u5206\u5b50\u8bbe\u8ba1\u9636\u6bb5\u7684\u751f\u4ea7\u9002\u914d\u9884\u6d4b\u6a21\u578b\uff0c\u540e\u7eed\u5206\u5b50\u8bbe\u8ba1\u53ef\u7cbe\u51c6\u5339\u914d\u4f01\u4e1a\u81ea\u6709\u751f\u4ea7\u7ebf\u5de5\u827a\u6761\u4ef6\u3002<\/li>\n\n\n\n
          4. \u843d\u5730\u4ea7\u51fa\u76ee\u6807\uff1a\u6253\u901a \u201cAI \u8bbe\u8ba1\u5206\u5b50 \u2014 \u5b9e\u9a8c\u5ba4\u9a8c\u8bc1 \u2014 \u89c4\u6a21\u5316\u751f\u4ea7\u201d \u5168\u94fe\u8def\uff0c\u964d\u4f4e\u65b0\u836f\u4e2d\u8bd5\u3001\u91cf\u4ea7\u9636\u6bb5\u7814\u53d1\u635f\u8017\uff0c\u63a8\u52a8\u521b\u65b0\u7eb3\u7c73\u6297\u4f53\u5feb\u901f\u5b9e\u73b0\u4ea7\u4e1a\u5316\u8f6c\u5316\u3002<\/li>\n<\/ol>\n\n\n\n

            \u901a\u7528\u843d\u5730\u4fdd\u969c\u673a\u5236\uff08\u4e09\u7c7b\u573a\u666f\u5171\u7528\uff09<\/h3>\n\n\n\n
              \n
            1. \u6a21\u578b\u5206\u5c42\u6743\u9650\u7ba1\u7406 AI \u4f53\u7cfb\uff1a\u533a\u5206\u57fa\u7840\u7ed3\u6784\u9884\u6d4b\u3001\u5206\u5b50\u751f\u6210\u3001\u5de5\u4e1a\u5de5\u827a\u9884\u6d4b\u4e09\u5927\u6a21\u5757\u6743\u9650\uff0c\u79d1\u7814\u4eba\u5458\u3001\u7814\u53d1\u5de5\u7a0b\u5e08\u3001\u751f\u4ea7\u4eba\u5458\u4ec5\u5f00\u653e\u5bf9\u5e94\u64cd\u4f5c\u7aef\u53e3\uff1b<\/li>\n\n\n\n
            2. \u5408\u89c4\u667a\u80fd\u6eaf\u6e90 AI\uff1a\u5168\u7a0b\u8bb0\u5f55\u6bcf\u4e00\u6761\u5206\u5b50\u5e8f\u5217\u7684 AI \u751f\u6210\u53c2\u6570\u3001\u865a\u62df\u7b5b\u9009\u6307\u6807\u3001\u5b9e\u9a8c\u6570\u636e\uff0c\u81ea\u52a8\u751f\u6210\u7b26\u5408\u751f\u7269\u533b\u836f\u7533\u62a5\u8981\u6c42\u7684\u5b8c\u6574\u6eaf\u6e90\u6863\u6848\uff1b<\/li>\n\n\n\n
            3. \u6301\u7eed\u8fed\u4ee3\u667a\u80fd\u95ed\u73af\uff1a\u6240\u6709\u573a\u666f\u4e0b\u7684\u5b9e\u9a8c\u3001\u751f\u4ea7\u6570\u636e\u81ea\u52a8\u56de\u6d41\u6a21\u578b\uff0c\u6309\u6708\u5b8c\u6210\u8f7b\u91cf\u5316\u5fae\u8c03\uff0c\u5e73\u53f0\u9884\u6d4b\u3001\u5206\u5b50\u751f\u6210\u7cbe\u5ea6\u6301\u7eed\u63d0\u5347\u3002<\/li>\n<\/ol>\n\n\n\n

              \u56db\u3001\u56fd\u4ea7 AI \u751f\u7269\u8bbe\u8ba1\u6280\u672f\u7684\u4ea7\u4e1a\u957f\u671f\u4ef7\u503c<\/h3>\n\n\n\n

              \u672c\u6b21 MMDesign \u5e73\u53f0\u5b9e\u73b0\u7684\u6280\u672f\u7a81\u7834\uff0c\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u5b8c\u6210 AI \u5927\u5206\u5b50\u836f\u7269\u8bbe\u8ba1\u4ece\u5b9e\u9a8c\u5ba4\u7406\u8bba\u6a21\u578b\u5230\u5de5\u4e1a\u5b9e\u7528\u5de5\u5177\u7684\u8de8\u8d8a\uff0c\u6253\u7834\u6d77\u5916\u86cb\u767d\u9884\u6d4b\u6a21\u578b\u5728\u751f\u7269\u533b\u836f\u5e95\u5c42\u5de5\u5177\u7684\u4f18\u52bf\u683c\u5c40\u3002\u4f9d\u6258\u6574\u5957\u5206\u5c42 AI \u843d\u5730\u89e3\u51b3\u65b9\u6848\uff0c\u56fd\u5185\u751f\u7269\u533b\u836f\u884c\u4e1a\u53ef\u6446\u8131\u4f20\u7edf \u201c\u5927\u6d77\u635e\u9488\u201d \u7684\u7814\u53d1\u6a21\u5f0f\uff0c\u8f6c\u5411\u53ef\u7f16\u7a0b\u3001\u7cbe\u51c6\u53ef\u63a7\u7684\u5206\u5b50\u5b9a\u5236\u7814\u53d1\u6a21\u5f0f\u3002<\/p>\n\n\n\n

              \u4ece\u4ea7\u4e1a\u5b8f\u89c2\u5c42\u9762\uff0c\u8fd9\u5957\u672c\u571f\u81ea\u4e3b\u53ef\u63a7 AI \u86cb\u767d\u8bbe\u8ba1\u4f53\u7cfb\uff0c\u80fd\u591f\u52a0\u901f\u56fd\u5185\u521b\u65b0\u751f\u7269\u836f\u7814\u53d1\u8fdb\u5ea6\uff0c\u964d\u4f4e\u521b\u65b0\u836f\u6574\u4f53\u7814\u53d1\u6210\u672c\uff0c\u63a8\u52a8\u66f4\u591a\u9488\u5bf9\u80bf\u7624\u3001\u81ea\u8eab\u514d\u75ab\u75be\u75c5\u7684\u9ad8\u54c1\u8d28\u65b0\u836f\u843d\u5730\uff0c\u592f\u5b9e\u751f\u7269\u533b\u836f\u9886\u57df\u65b0\u8d28\u751f\u4ea7\u529b\u53d1\u5c55\u7684\u6280\u672f\u5e95\u5ea7\u3002\u968f\u7740\u5e95\u5c42 AI \u6a21\u578b\u6301\u7eed\u8fed\u4ee3\u3001\u591a\u573a\u666f\u843d\u5730\u65b9\u6848\u4e0d\u65ad\u5b8c\u5584\uff0cAI \u9a71\u52a8\u7684\u5927\u5206\u5b50\u836f\u7269\u7814\u53d1\uff0c\u4e5f\u5c06\u6210\u4e3a\u56fd\u5185\u751f\u7269\u533b\u836f\u4ea7\u4e1a\u5dee\u5f02\u5316\u7ade\u4e89\u7684\u6838\u5fc3\u8d5b\u9053\u3002<\/p>\n\n\n\n

              \u7ed3\u5c3e<\/h3>\n\n\n\n

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