{"id":39336,"date":"2025-03-11T05:02:27","date_gmt":"2025-03-10T21:02:27","guid":{"rendered":"https:\/\/17aitech.com\/?p=39336"},"modified":"2025-03-11T05:02:27","modified_gmt":"2025-03-10T21:02:27","slug":"90%e6%88%90%e5%8a%9f%e5%93%8d%e5%ba%94%e7%8e%87%ef%bc%8c%e6%95%b4%e5%90%88%e7%ba%a69000%e4%b8%aa%e6%a0%b7%e6%9c%ac%ef%bc%8c%e7%bb%9f%e5%90%88%e7%99%8c%e7%97%87%e8%9b%8b%e7%99%bd%e8%b4%a8%e7%bb%84","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39336","title":{"rendered":"90%\u6210\u529f\u54cd\u5e94\u7387\uff0c\u6574\u5408\u7ea69000\u4e2a\u6837\u672c\uff0c\u7edf\u5408\u764c\u75c7\u86cb\u767d\u8d28\u7ec4\u5b66\u7684LLM\u9a71\u52a8\u5e73\u53f0"},"content":{"rendered":"

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:90%\u6210\u529f\u54cd\u5e94\u7387\uff0c\u6574\u5408\u7ea69000\u4e2a\u6837\u672c\uff0c\u7edf\u5408\u764c\u75c7\u86cb\u767d\u8d28\u7ec4\u5b66\u7684LLM\u9a71\u52a8\u5e73\u53f0<\/a><\/p>\n

<\/a><\/section>\n

\u7f16\u8f91\u4e28&<\/p>\n

\u529f\u80fd\u86cb\u767d\u8d28\u7ec4\u5b66\u4e3a\u764c\u75c7\u673a\u5236\u63d0\u4f9b\u4e86\u5173\u952e\u89c1\u89e3\uff0c\u6709\u52a9\u4e8e\u53d1\u73b0\u65b0\u7684\u751f\u7269\u6807\u5fd7\u7269\u548c\u6cbb\u7597\u9776\u70b9\u3002\u4e3a\u4e86\u5145\u5206\u5229\u7528\u4ed6\u4eec\u6574\u5408\u7684\u5c06\u8fd1 500 \u4efd\u9ad8\u8d28\u91cf\u6297\u4f53\u7684\u7cbe\u9009\u7ec4\u5408\uff0c\u7f8e\u56fd\u5fb7\u514b\u8428\u65af\u5927\u5b66\u51b3\u5b9a\u91c7\u7528 LLM \u9a71\u52a8\u6765\u4f7f\u8d44\u6e90\u66f4\u9ad8\u6548\u3002<\/p>\n

\u4ed6\u4eec\u63a8\u51fa\u4e86 DrBioRight 2.0\uff0c\u8fd9\u662f\u4e00\u4e2a\u7531\u6700\u5148\u8fdb\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b<\/mark>\u63d0\u4f9b\u652f\u6301\u7684\u76f4\u89c2\u751f\u7269\u4fe1\u606f\u5b66\u5e73\u53f0\u3002\u4f7f\u7814\u7a76\u4eba\u5458\u80fd\u591f\u63a2\u7d22\u4ee5\u86cb\u767d\u8d28\u4e3a\u4e2d\u5fc3\u7684\u764c\u75c7\u7ec4\u5b66\u6570\u636e\uff0c\u8fdb\u884c\u9ad8\u7ea7\u5206\u6790\uff0c\u53ef\u89c6\u5316\u7ed3\u679c\uff0c\u5e76\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u53c2\u4e0e\u4ea4\u4e92\u5f0f\u8ba8\u8bba\u3002<\/p>\n

\u901a\u8fc7\u7b80\u5316\u590d\u6742\u7684\u86cb\u767d\u8d28\u57fa\u56e0\u7ec4\u5b66\u5206\u6790\uff0c\u8be5\u5de5\u5177\u53ef\u52a0\u901f\u5c06\u5927\u89c4\u6a21\u529f\u80fd\u86cb\u767d\u8d28\u7ec4\u5b66\u6570\u636e\u8f6c\u5316\u4e3a\u6709\u610f\u4e49\u7684\u751f\u7269\u533b\u5b66\u89c1\u89e3\u3002<\/p>\n

\u8be5\u7814\u7a76\u4ee5\u300cDrBioRight 2.0: an LLM-powered bioinformatics chatbot for large-scale cancer functional proteomics analysis\u300d\u4e3a\u9898\uff0c\u4e8e 2025 \u5e74 3 \u6708 6 \u65e5\u520a\u767b\u4e8e\u300aNature Communications\u300b\u3002<\/p>\n

<\/a><\/section>\n

DrBioRight 2.0<\/strong><\/p>\n

\u5728\u8fc7\u53bb\u7684\u5341\u5e74\u4e2d\uff0c\u764c\u75c7\u7ec4\u5b66\u6570\u636e\u7684\u751f\u6210\u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u5c55\uff0c\u7279\u522b\u662f\u5728\u60a3\u8005\u80bf\u7624\u7684 DNA \u548c RNA \u6c34\u5e73\u4e0a\uff0c\u90fd\u4ea7\u751f\u4e86\u5177\u6709\u91cc\u7a0b\u7891\u610f\u4e49\u7684\u4e3e\u63aa\u3002<\/p>\n

\u7136\u800c\uff0c\u4e24\u4e2a\u663e\u8457\u7684\u6311\u6218\u9650\u5236\u4e86 TCPA \u7684\u76f4\u63a5\u6548\u7528\u3002\u9996\u5148\uff0c\u4ee5\u524d\u7684 RPPA \u6570\u636e\u5bf9\u86cb\u767d\u8d28\u6807\u5fd7\u7269\u7684\u8986\u76d6\u8303\u56f4\u6709\u9650\u3002\u5176\u6b21\uff0c\u6570\u636e\u95e8\u6237\u4ec5\u63d0\u4f9b\u51e0\u4e2a\u9884\u5b9a\u4e49\u7684\u5206\u6790\u6a21\u5757\uff0c\u5bf9\u4e8e\u7528\u6237\u5b9a\u4e49\u7684\u5206\u6790\u51e0\u4e4e\u6ca1\u6709\u7075\u6d3b\u6027\u3002<\/p>\n

\u56e2\u961f\u5c06 RPPA \u86cb\u767d\u68c0\u6d4b\u7ec4\u5408\u6269\u5c55\u5230\u5927\u7ea6 500 \u79cd\u9ad8\u8d28\u91cf\u6297\u4f53\uff0c\u4e3a\u5168\u9762\u3001\u9ad8\u8d28\u91cf\u7684\u6cdb\u764c\u529f\u80fd\u86cb\u767d\u8d28\u7ec4\u5b66\u7eb2\u8981\u6574\u5408\u4e86\u6765\u81ea TCGA \u548c CCLE \u6837\u672c\u7684\u6570\u636e\u3002<\/p>\n

\u4ed6\u4eec\u63a8\u51fa\u7684 DrBioRight 2.0\uff0c\u65e8\u5728\u964d\u4f4e\u6280\u672f\u95e8\u69db\uff0c\u5b9e\u73b0\u590d\u6742\u7ec4\u5b66\u6570\u636e\u7684\u65e0\u7f1d\u5206\u6790\u3002\u5177\u6709\u4e0d\u540c\u80cc\u666f\u7684\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u76f4\u89c2\u7684\u81ea\u7136\u8bed\u8a00\u67e5\u8be2<\/mark>\u8f7b\u677e\u65e0\u7f1d\u5730\u8bbf\u95ee\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u6570\u636e\u3002<\/p>\n

<\/a><\/p>\n

\u56fe 1\uff1aDrBioRight 2.0 \u4e2d\u7684\u6570\u636e\u96c6\u6210<\/mark>\u5de5\u4f5c\u6d41\u7a0b\u548c\u5173\u952e\u521b\u65b0\u6982\u8ff0\u3002\uff08\u56fe\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n

RPPA500 \u86cb\u767d\u68c0\u6d4b\u7ec4\u5408\u5168\u9762\u6db5\u76d6\u4e86\u6240\u6709 50 \u4e2a\u6807\u5fd7\u6027\u57fa\u56e0\u96c6\uff0c\u4e0e\u4e4b\u524d\u7684\u86cb\u767d\u8d28\u7ec4\u5408\u76f8\u6bd4\uff0c\u8fd9\u4e9b\u57fa\u56e0\u96c6\u4e2d\u7684\u603b\u86cb\u767d\u8d28\u6570\u91cf\u663e\u7740\u589e\u52a0\u4e86 115%\uff0cPTM \u86cb\u767d\u7684\u6570\u91cf\u589e\u52a0\u4e86 67%\uff0c\u7a81\u51fa\u4e86\u5728\u86cb\u767d\u8d28\u6c34\u5e73\u4e0a\u7406\u89e3\u764c\u75c7\u751f\u7269\u5b66\u7684\u80fd\u529b\u663e\u7740\u63d0\u9ad8\u3002<\/p>\n

\u5728\u8fd9\u4e2a\u5e73\u53f0\u4e2d\uff0c\u56e2\u961f\u9996\u5148\u751f\u6210\u4e86\u4e00\u4e2a\u7edf\u4e00\u7684\u591a\u7ec4\u5b66\u6570\u636e\u96c6\uff0c\u57fa\u4e8e DNA\u3001RNA \u548c RPPA500 \u7684\u86cb\u767d\u8d28\u6c34\u5e73\u7684\u5206\u5b50\u5206\u6790\u6570\u636e\uff0c\u4ee5\u53ca\u7ec6\u80de\u7cfb\u8868\u578b\u6570\u636e\u96c6\uff0c\u8d85\u8fc7 10 \u4ebf\u4e2a\u6570\u636e\u503c\u91c7\u7528 HDF5 \u683c\u5f0f\u5728 I\/O \u9ad8\u6548\u7684\u57fa\u4e8e\u4e91\u7684\u670d\u52a1\u5668\u4e0a\u6258\u7ba1\u7684 No-SQL \u6570\u636e\u5e93<\/mark>\u4e2d\u8fdb\u884c\u6574\u7406\u548c\u91cd\u7ec4\u3002<\/p>\n

\u5e73\u53f0\u7684\u529f\u80fd\u6027<\/strong><\/p>\n

DrBioRight \u5177\u6709\u4f20\u7edf\u5206\u6790\u5e73\u53f0\u6240\u4e0d\u5177\u5907\u7684\u591a\u9879\u529f\u80fd\uff0c\u5305\u62ec\u81ea\u7136\u8bed\u8a00\u7406\u89e3<\/mark>\u3001\u900f\u660e\u5ea6\u548c\u53ef\u91cd\u590d\u6027\u4ee5\u53ca\u7528\u6237\u53cb\u597d\u6027\u3002\u4e0e TCPA \u4e4b\u524d\u7684\u5206\u6790\u6a21\u5757\u76f8\u6bd4\uff0cDrBioRight \u901a\u8fc7\u63d0\u4f9b\u591a\u529f\u80fd\u5206\u6790\u800c\u4e0e\u4f17\u4e0d\u540c\u3002<\/p>\n

DrBioRight \u7684\u53e6\u4e00\u4e2a\u503c\u5f97\u6ce8\u610f\u7684\u7279\u70b9\u662f\u5b83\u5728\u5206\u6790\u9a71\u52a8\u95ee\u9898\u548c\u4e00\u822c\u95ee\u9898\u4e4b\u95f4\u65e0\u7f1d\u8fc7\u6e21\u3002\u5b83\u8fd8\u5141\u8bb8\u7528\u6237\u4ee5 R markdown \u6587\u4ef6\u7684\u5f62\u5f0f\u4e0b\u8f7d\u76f8\u5e94\u7684\u9879\u76ee\u62a5\u544a\uff0c\u5e76\u5728 RStudio \u4e2d\u672c\u5730\u8fd0\u884c\u4ee5\u91cd\u73b0\u5206\u6790\u3002<\/p>\n

\u8fd9\u4e9b\u529f\u80fd\u5171\u540c\u5c06 DrBioRight \u5b9a\u4f4d\u4e3a\u4e00\u79cd\u975e\u5e38\u65b9\u4fbf\u7684\u5206\u6790\u5de5\u5177\uff0c\u4e3a\u6570\u636e\u5206\u6790<\/mark>\u63d0\u4f9b\u65e0\u4e0e\u4f26\u6bd4\u7684\u7075\u6d3b\u6027\u548c\u5b9a\u5236\u6027\u3002<\/p>\n

<\/a><\/p>\n

\u56fe 2\uff1aDrBioRight 2.0 \u5e73\u53f0\u6982\u8ff0\u3002\uff08\u56fe\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n

\u4e3a\u4e86\u6700\u5927\u9650\u5ea6\u5730\u63d0\u9ad8 DrBioRight 2.0 \u7684\u6027\u80fd\uff0c\u56e2\u961f\u5b9e\u65bd\u4e86\u5c16\u7aef\u6280\u672f\u6765\u589e\u5f3a LLM\u3002\u4ed6\u4eec\u6574\u5408\u4e86\u4e00\u4e2a\u591a\u4ee3\u7406\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4ee5\u4f7f\u7528\u56fe\u67b6\u6784\u6784\u5efa\u5206\u5c42\u4ee3\u7406\u56e2\u961f\u3002<\/p>\n

\u6bcf\u4e2a\u56e2\u961f\u7531\u4e00\u4e2a\u6216\u591a\u4e2a\u4ee3\u7406\u7a0b\u5e8f\u6216\u5de5\u5177\u7ec4\u6210\u3002\u76f8\u5173\u6027\u5206\u6790\u5de5\u5177\u6267\u884c\u7279\u5f81\u4e4b\u95f4\u7684\u5173\u8054\u5206\u6790\uff0c\u5305\u62ec\u86cb\u767d\u8d28\u8868\u8fbe\u3001\u7a81\u53d8\u548c\u4e34\u5e8a\u53d8\u91cf\u3002\u4e3b\u7ba1\u5c06\u7279\u5b9a\u4e8e\u56e2\u961f\u7684\u95ee\u9898\u8def\u7531\u5230\u9002\u5f53\u7684\u5de5\u5177\uff0c\u4ee5\u6267\u884c\u4efb\u52a1\u548c\u5206\u6790\u7ed3\u679c\u3002<\/p>\n

\u4e3a\u4e86\u5fae\u8c03 LLM\uff0c\u4ed6\u4eec\u8fd8\u8bf7\u4e13\u5bb6\u5ba1\u67e5\u7b56\u5212\u548c\u6807\u51c6\u5316\u4e86\u6570\u5343\u4e2a\u7528\u6237\u67e5\u8be2<\/mark>\uff0c\u521b\u5efa\u4e86\u8bad\u7ec3\u548c\u6d4b\u8bd5\u6570\u636e\u96c6\u3002\u57fa\u4e8e\u5fae\u8c03\u6a21\u578b\uff0c\u5f00\u53d1\u4e86\u4e00\u6b3e\u8bc4\u4f30\u7cfb\u7edf\u5141\u8bb8\u9886\u57df AI \u4e13\u5bb6\u76f8\u5e94\u8fdb\u884c\u6392\u540d\u3002<\/p>\n

\u5f53\u4f7f\u7528 LangGraph \u5728\u57fa\u4e8e\u56fe\u7684\u5de5\u4f5c\u6d41\u7a0b\u4e0b\u5bf9\u540c\u4e00\u7ec4\u95ee\u9898\u91c7\u7528\u5fae\u8c03\u6a21\u578b\u65f6\uff0c\u8be5\u5e73\u53f0\u53d6\u5f97\u4e86\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684 90% \u7684\u6210\u529f\u7387\u3002<\/p>\n

<\/a><\/p>\n

\u56fe 3\uff1a\u5fae\u8c03\u8fc7\u7a0b\u548c\u6a21\u578b\u8bc4\u4f30\u6982\u8ff0\u3002\uff08\u56fe\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n

\u9ad8\u6548\u9ad8\u8d28\u7684\u667a\u80fd\u5e73\u53f0<\/strong><\/p>\n

DrBioRight 2.0 \u4ee3\u8868\u4e86\u7814\u7a76\u4eba\u5458\u5728\u764c\u75c7\u86cb\u767d\u8d28\u7ec4\u5b66\u6570\u636e\u65b9\u9762\u7684\u91cd\u5927\u8fdb\u6b65\uff0c\u5b9e\u73b0\u4e86\u4e09\u4e2a\u5173\u952e\u91cc\u7a0b\u7891\u3002\u5b83\u62d3\u5bbd\u4e86\u6700\u5e38\u7528\u7684\u764c\u75c7\u60a3\u8005\u548c\u7ec6\u80de\u7cfb\u961f\u5217\u7684\u86cb\u767d\u8d28\u7a7a\u95f4\uff0c\u4e3a\u751f\u7269\u533b\u5b66\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u72ec\u7279\u800c\u6709\u4ef7\u503c\u7684\u8d44\u6e90\u3002<\/p>\n

\u7531 LLM \u63d0\u4f9b\u652f\u6301\u7684\u804a\u5929\u673a\u5668\u4eba<\/mark> DrBioRight \u63d0\u4f9b\u4e86\u4e00\u4e2a\u76f4\u89c2\u3001\u591a\u529f\u80fd\u4e14\u9ad8\u5ea6\u53ef\u5b9a\u5236\u7684\u5e73\u53f0\uff0c\u6709\u6548\u964d\u4f4e\u4e86\u8fdb\u5165\u95e8\u69db\uff0c\u4f7f\u6765\u81ea\u4e0d\u540c\u80cc\u666f\u7684\u7814\u7a76\u4eba\u5458\u80fd\u591f\u5728\u6ca1\u6709\u5e7f\u6cdb\u9886\u57df\u77e5\u8bc6\u7684\u60c5\u51b5\u4e0b\u6709\u6548\u5730\u5206\u6790\u6570\u636e\u3002<\/p>\n

\u6570\u636e\u8d44\u6e90\u548c LLM \u4e4b\u95f4\u7684\u6df1\u5ea6\u96c6\u6210\u663e\u7740\u653e\u5927\u4e86\u6b64\u7c7b\u8d44\u6e90\u7684\u6548\u7528\u3002\u8fd9\u79cd\u96c6\u6210\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u6570\u636e\u7684\u53ef\u8bbf\u95ee\u6027\uff0c\u52a0\u5feb\u4e86\u7528\u6237\u2014\u2014\u5f00\u53d1\u4eba\u5458\u7684\u53cd\u9988\u5faa\u73af\u3002<\/p>\n

\u4e0e\u5728\u5f00\u53d1\u548c\u8fed\u4ee3\u8fc7\u7a0b\u4e2d\u901a\u5e38\u9700\u8981\u5927\u91cf\u96c6\u6210\u548c\u534f\u8c03\u5de5\u4f5c\u7684\u4f20\u7edf\u5de5\u5177\u76f8\u6bd4\uff0cDrBioRight \u901a\u8fc7\u5176\u5168\u9762\u7684\u6570\u636e\u8d44\u6e90\u548c\u9ad8\u7ea7 LLM \u7684\u72ec\u7279\u7ec4\u5408\u5de7\u5999\u5730\u89e3\u51b3\u4e86\u8fd9\u4e9b\u6311\u6218\u3002<\/p>\n

\u539f\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41467-025-57430-4<\/p>\n

\u6570\u636e\u94fe\u63a5\uff1ahttps:\/\/drbioright.org\/resources\/<\/p>\n

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