{"id":36623,"date":"2025-01-15T07:00:39","date_gmt":"2025-01-14T23:00:39","guid":{"rendered":"https:\/\/17aitech.com\/?p=36623"},"modified":"2025-01-15T07:00:39","modified_gmt":"2025-01-14T23:00:39","slug":"bytedance-research%e7%99%bbnature%e5%ad%90%e5%88%8a%ef%bc%9aai%e5%86%b7%e5%86%bb%e7%94%b5%e9%95%9c%ef%bc%8c%e6%8f%ad%e7%a4%ba%e8%9b%8b%e7%99%bd%e8%b4%a8%e5%8a%a8%e6%80%81","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36623","title":{"rendered":"ByteDance Research\u767bNature\u5b50\u520a\uff1aAI+\u51b7\u51bb\u7535\u955c\uff0c\u63ed\u793a\u86cb\u767d\u8d28\u52a8\u6001"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-12-6\" target=\"_blank\">ByteDance Research\u767bNature\u5b50\u520a\uff1aAI+\u51b7\u51bb\u7535\u955c\uff0c\u63ed\u793a\u86cb\u767d\u8d28\u52a8\u6001<\/a><\/p>\n<p>2024 \u5e74\u7684\u8bfa\u8d1d\u5c14\u5316\u5b66\u5956\u9881\u53d1\u7ed9\u4e86\u5728\u7ed3\u6784\u751f\u7269\u5b66\u9886\u57df\u53d6\u5f97\u91cd\u5927\u6210\u5c31\u7684 David Baker \u56e2\u961f\u548c AlphaFold \u56e2\u961f\uff0c\u6fc0\u53d1\u4e86 AI for science \u9886\u57df\u65b0\u7684\u7814\u7a76\u70ed\u6f6e\u3002<\/p>\n<p>\u8fd1\u4e24\u5e74\u79d1\u5b66\u754c\u4e00\u4e2a\u9971\u53d7\u4e89\u8bae\u7684\u547d\u9898\u662f\uff1a\u201cAlphaFold \u662f\u5426\u7ec8\u7ed3\u4e86\u7ed3\u6784\u751f\u7269\u5b66\uff1f\u201d \u9996\u5148\uff0cAlphaFold \u4e4b\u7c7b\u7684\u7ed3\u6784\u9884\u6d4b\u6a21\u578b\u7684<strong>\u8bad\u7ec3\u6570\u636e<\/strong>\u6b63\u662f\u6765\u81ea\u4e8e\u4ee5 X \u5c04\u7ebf\u3001\u51b7\u51bb\u7535\u955c\uff08cryo-EM\uff09\u7b49\u4e3a\u4ee3\u8868\u7684\u4f20\u7edf\u7ed3\u6784\u89e3\u6790\u65b9\u6cd5\u3002\u5176\u6b21\uff0c\u51b7\u51bb\u7535\u955c\u6280\u672f\u975e\u5e38\u64c5\u957f\u89e3\u6790\u86cb\u767d\u8d28\u7684<strong>\u52a8\u6001<\/strong>\uff0c\u800c\u8fd9\u6b63\u662f AlphaFold \u6240\u65e0\u6cd5\u505a\u5230\u7684\u3002\u5de7\u5408\u7684\u662f\uff0c\u51b7\u51bb\u7535\u955c\u8fd9\u9879\u6280\u672f\u4e8e 2017 \u5e74\u4e5f\u83b7\u5f97\u4e86\u8bfa\u8d1d\u5c14\u5316\u5b66\u5956\u3002<\/p>\n<p>\u90a3\u4e48\uff0c\u4ee5 AlphaFold \u4e3a\u4ee3\u8868\u7684 AI \u6280\u672f\u80fd\u5426\u8f85\u52a9\u4ee5 cryo-EM \u4e3a\u4ee3\u8868\u7684\u4f20\u7edf\u65b9\u6cd5\uff1f\u4e24\u4e2a\u8bfa\u5956\u7ea7\u6280\u672f\u7684\u78b0\u649e\uff0c\u80fd\u591f\u64e6\u51fa\u4ec0\u4e48\u6837\u7684\u706b\u82b1\uff1f<\/p>\n<p><strong>ByteDance Research \u63d0\u51fa AI for Science \u6a21\u578b\u88ab Nature \u5b50\u520a\u6536\u5f55<\/strong><\/p>\n<p>\u8fd1\u65e5\uff0c\u6765\u81ea\u5b57\u8282\u8df3\u52a8 ByteDance Research \u56e2\u961f\u7684\u7814\u7a76\u4eba\u5458\u63d0\u51fa\u4e86 CryoSTAR \u65b9\u6cd5\uff0c\u6210\u529f\u5c06\u6765\u81ea\u539f\u5b50\u6a21\u578b\u7684\u7ed3\u6784\u5148\u9a8c\u5e94\u7528\u5230\u51b7\u51bb\u7535\u955c\u5b9e\u9a8c\u6570\u636e\u7684\u52a8\u6001\u89e3\u6790\u4e2d\uff0c\u4e3a\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\u5e26\u6765\u4e86\u65b0\u7684\u601d\u8def\u548c\u65b9\u6cd5\u3002\u8be5\u6210\u679c\u76f8\u5173\u8bba\u6587 \u201cCryoSTAR: Leveraging Structural Prior and Constraints for Cryo-EM Heterogeneous Reconstruction\u201d \u5df2\u520a\u53d1\u4e8e Nature \u65d7\u4e0b\u520a\u7269 Nature Methods\uff0c\u674e\u5b9c\u6765\u3001\u5468\u5955\u3001\u8881\u749f\u4e3a\u5171\u540c\u4e00\u4f5c\uff0c\u987e\u5168\u5168\u6559\u6388\u4e3a\u901a\u8baf\u4f5c\u8005\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-03e2aefb65c0ac837b0469fe9d10bcaa.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-03e2aefb65c0ac837b0469fe9d10bcaa.png\"><\/a><\/p>\n<ul>\n<li>\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41592-024-02486-1<\/p>\n<\/li>\n<li>\n<p>\u8bba\u6587\u4e3b\u9875\uff1ahttps:\/\/bytedance.github.io\/cryostar\/<\/p>\n<\/li>\n<li>\n<p>\u5f00\u6e90\u94fe\u63a5\uff1ahttps:\/\/github.com\/bytedance\/cryostar<\/p>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-6b11ca49aa678448817d5327436326e3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-6b11ca49aa678448817d5327436326e3.png\"><\/a><\/p>\n<p><strong>\u57fa\u4e8e\u7ed3\u6784\u5148\u9a8c\u548c\u7ea6\u675f\u7684\u52a8\u6001\u89e3\u6790<\/strong><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-645985a0b840dd0330c77e7a7bf79894.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-645985a0b840dd0330c77e7a7bf79894.png\"><\/a><\/p>\n<p>CryoSTAR \u662f\u9996\u4e2a\u6210\u529f\u5728\u51b7\u51bb\u7535\u955c\u5b9e\u9a8c\u6570\u636e\u4e0a\u5e94\u7528\u86cb\u767d\u8d28\u539f\u5b50\u7ed3\u6784\u6a21\u6001\u5148\u9a8c\u7684\u65b9\u6cd5\uff0c\u65b9\u6cd5\u7684\u4e3b\u8981\u7279\u70b9\u6709\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u7ed3\u5408\u86cb\u767d\u8d28\u7ed3\u6784\u5148\u9a8c\u77e5\u8bc6<\/strong>\uff1aCryoSTAR \u65b9\u6cd5\u521b\u65b0\u6027\u5730\u5229\u7528\u539f\u5b50\u6a21\u578b\u4fe1\u606f\u4f5c\u4e3a\u7ed3\u6784\u6b63\u5219\u5316\u6765\u89e3\u51b3\u51b7\u51bb\u7535\u955c\u6570\u636e\u4e2d\u7684\u6784\u8c61\u52a8\u6001\u95ee\u9898\uff0c\u8fd9\u4e0e\u4ee5\u5f80\u5927\u591a\u6570\u4ec5\u4ece\u8ba1\u7b97\u673a\u89c6\u89c9\u89d2\u5ea6\u5904\u7406\u95ee\u9898\u7684\u65b9\u6cd5\u4e0d\u540c\u3002\u5b83\u8981\u6c42\u4e00\u4e2a\u521d\u59cb\u539f\u5b50\u6a21\u578b\u4f5c\u4e3a\u53c2\u8003\uff0c\u5c06\u5176\u7ed3\u6784\u4fe1\u606f\u7528\u4e8e\u9002\u5f53\u5730\u7ea6\u675f\u6a21\u578b\u89e3\u6790\u51fa\u7684\u6784\u8c61\u52a8\u6001\uff0c\u4ece\u800c\u7f29\u5c0f\u641c\u7d22\u7a7a\u95f4\uff0c\u907f\u514d\u9519\u8bef\u7684\u89e3\u6790\u7ed3\u679c\uff0c\u5b9e\u73b0\u66f4\u597d\u66f4\u5feb\u7684\u6536\u655b\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u8f93\u51fa\u4e24\u79cd\u6a21\u6001\u7684\u89e3\u6790\u7ed3\u679c<\/strong>\uff1a\u8be5\u65b9\u6cd5\u72ec\u7279\u4e4b\u5904\u5728\u4e8e\u5b83\u80fd\u540c\u65f6\u8f93\u51fa\u7c97\u7c92\u5ea6\u7684\u539f\u5b50\u6a21\u578b\u548c\u5bc6\u5ea6\u56fe\u89e3\u6790\u7ed3\u679c\uff0c\u8fd9\u79cd\u591a\u7ef4\u5ea6\u7684\u7ed3\u679c\u8f93\u51fa\u6709\u52a9\u4e8e\u7814\u7a76\u4eba\u5458\u66f4\u5168\u9762\u5730\u4e86\u89e3\u751f\u7269\u5206\u5b50\u7684\u7ed3\u6784\u548c\u52a8\u6001\u8fc7\u7a0b\u3002\u540c\u65f6\uff0c\u5bc6\u5ea6\u56fe\u7684\u8f93\u51fa\u7ed3\u679c\u4e5f\u53ef\u4ee5\u9a8c\u8bc1\u539f\u5b50\u6a21\u578b\u7ed3\u679c\u7684\u7f6e\u4fe1\u7a0b\u5ea6\uff0c\u68c0\u9a8c\u7c97\u7c92\u5ea6\u539f\u5b50\u6a21\u578b\u7684\u52a8\u6001\u662f\u5426\u80fd\u591f\u5145\u5206\u88ab\u6570\u636e\u6240\u652f\u6301\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\u8be5\u65b9\u6cd5\u5206\u4e3a\u4e24\u4e2a\u9636\u6bb5\uff1a<\/p>\n<ol>\n<li>\n<p>\u7b2c\u4e00\u9636\u6bb5\u901a\u8fc7\u7ed3\u6784\u6b63\u5219\u5316\u7ea6\u675f\u7684\u53d8\u5206\u81ea\u52a8\u7f16\u7801\u5668\uff08VAE\uff09\u89e3\u6790\u6570\u636e\u4e2d\u7684\u52a8\u6001\u6784\u8c61\u3002CryoSTAR \u901a\u8fc7 Encoder\uff0c\u5c06\u6784\u8c61\u7684\u52a8\u6001\u538b\u7f29\u5230\u4e00\u4e2a\u6f5c\u5728\u53d8\u91cf\u4e2d\uff1bDecoder \u5c06\u6f5c\u5728\u53d8\u91cf\u89e3\u6790\u6210\u76f8\u5e94\u7684\u5148\u9a8c\u7c97\u7c92\u5ea6\u539f\u5b50\u6a21\u578b\u7684\u53d8\u5f62\u6765\u62df\u5408\u6570\u636e\u3002\u5b83\u5728\u4e09\u4e2a\u57fa\u672c\u5047\u8bbe\u4e0b\u8fdb\u884c\u57fa\u4e8e\u7ed3\u6784\u6b63\u5219\u5316\uff1a\u4e00\u662f\u540c\u4e00\u94fe\u4e0a\u7684\u4e24\u4e2a\u76f8\u90bb\u6b8b\u57fa\u5e94\u59cb\u7ec8\u4fdd\u6301\u8fde\u63a5\uff0c\u901a\u8fc7\u8fde\u7eed\u635f\u5931\u51fd\u6570\u6765\u7ea6\u675f\uff1b\u4e8c\u662f\u9884\u6d4b\u53d8\u5f62\u540e\u6b8b\u57fa\u4e0d\u5e94\u8fc7\u4e8e\u9760\u8fd1\uff0c\u901a\u8fc7\u51b2\u7a81\u635f\u5931\u51fd\u6570\u6765\u60e9\u7f5a\u78b0\u649e\uff1b\u4e09\u662f\u5c40\u90e8\u7ed3\u6784\u5e94\u5c3d\u53ef\u80fd\u521a\u6027\uff0c\u901a\u8fc7\u4ece\u5148\u9a8c\u539f\u5b50\u7ed3\u6784\u6a21\u578b\u6784\u5efa\u5f39\u6027\u7f51\u7edc\u5e76\u4f7f\u7528\u5f39\u6027\u7f51\u7edc\u635f\u5931\u51fd\u6570\u6765\u9f13\u52b1\u8fd9\u79cd\u521a\u6027\uff0c\u540c\u65f6\u8fd8\u91c7\u7528\u81ea\u9002\u5e94\u677e\u5f1b\u65b9\u6cd5\u6765\u9009\u62e9\u5f39\u6027\u7f51\u7edc\u4e2d\u7684\u8fb9\u8fdb\u884c\u6b63\u5219\u5316\uff0c\u4ee5\u907f\u514d\u53c2\u8003\u539f\u5b50\u6a21\u578b\u5e26\u6765\u7684\u8fc7\u5ea6\u504f\u5dee\u3002<\/p>\n<\/li>\n<li>\n<p>\u7b2c\u4e8c\u9636\u6bb5\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a\u5bc6\u5ea6\u56fe\u89e3\u7801\u5668\u6765\u5f97\u5230\u5bc6\u5ea6\u56fe\u6a21\u6001\u7684\u52a8\u6001\u6784\u8c61\u89e3\u6790\u7ed3\u679c\u3002\u5728 VAE \u8bad\u7ec3\u5b8c\u6210\u540e\uff0c\u63d0\u53d6\u6240\u6709\u56fe\u50cf\u5bf9\u5e94\u7684\u6f5c\u5728\u53d8\u91cf\u5e76\u7528\u4e8e\u8bad\u7ec3\u5bc6\u5ea6\u56fe\u89e3\u7801\u5668\u3002\u5bc6\u5ea6\u56fe\u7684\u7ec6\u8282\u4f18\u5316\u7531\u8f93\u5165\u56fe\u50cf\u7ea6\u675f\uff0c\u4e0d\u53d7\u7ed3\u6784\u5148\u9a8c\u548c\u6b63\u5219\u5316\u7684\u76f4\u63a5\u5f71\u54cd\uff0c\u4ece\u800c\u6700\u5c0f\u5316\u7ed3\u6784\u5148\u9a8c\u5bf9\u8f93\u51fa\u5bc6\u5ea6\u56fe\u7684 bias\uff0c\u4f7f\u5f97\u751f\u6210\u7684\u5bc6\u5ea6\u56fe\u53ef\u7528\u4e8e\u8bc4\u4f30\u548c\u9a8c\u8bc1\u7c97\u7c92\u5ea6\u539f\u5b50\u7ed3\u6784\u6a21\u578b\u3002<\/p>\n<\/li>\n<\/ol>\n<p><strong>\u591a\u79cd\u5178\u578b\u86cb\u767d\u6570\u636e\u4e0a\u7684\u5b9e\u9a8c\u9a8c\u8bc1<\/strong><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650942721&amp;idx=2&amp;sn=46e92e291de4b4c2e84653daed604e43&amp;chksm=84e7e97fb39060693788909e87ca5564198a19dede96165c35c3cb15d3f13ad720072bec07af&amp;token=319039997&amp;lang=zh_CN#rd\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f969014e0c52992a586698809ebf0662.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f969014e0c52992a586698809ebf0662.png\"><\/a><\/a><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 3 EMPIAR-10180 \u7ed3\u679c<\/sup><\/em><sup>\u00a0<\/sup><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650942721&amp;idx=2&amp;sn=46e92e291de4b4c2e84653daed604e43&amp;chksm=84e7e97fb39060693788909e87ca5564198a19dede96165c35c3cb15d3f13ad720072bec07af&amp;token=319039997&amp;lang=zh_CN#rd\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-3f079989d1edea8eff7e7ef996b44de4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-3f079989d1edea8eff7e7ef996b44de4.png\"><\/a><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 4 EMPIAR-10073 \u7ed3\u679c<\/sup><\/em><\/p>\n<p><strong>\u5927\u578b\u590d\u5408\u7269\uff08\u6b8b\u57fa\u6570\u91cf\u7ea6 10,000\uff09<\/strong><\/p>\n<p>CryoSTAR \u5728\u591a\u4e2a\u516c\u5f00\u6570\u636e\u96c6\uff08EMPIAR\uff09\u7684\u51b7\u51bb\u7535\u955c\u5b9e\u9a8c\u6570\u636e\u4e0a\u5f97\u5230\u4e86\u9a8c\u8bc1\u3002\u5bf9\u4e8e\u9175\u6bcd\u9884\u50ac\u5316 B \u590d\u5408\u7269\u526a\u63a5\u4f53\uff08EMPIAR-10180\uff09\uff0c\u4f7f\u7528 PDB: 5NRL \u4f5c\u4e3a\u5148\u9a8c\u7ed3\u6784\uff0ccryoSTAR \u6210\u529f\u63ed\u793a\u4e86 SF3b \u548c\u89e3\u65cb\u9176\u533a\u57df\u7684\u6784\u8c61\u53d8\u5316\uff0c\u5176\u7ed3\u679c\u4e0e\u5176\u4ed6\u65b9\u6cd5\u4e00\u81f4\uff0c\u5e76\u4e14\u751f\u6210\u7684\u7c97\u7c92\u5ea6\u6a21\u578b\u5728\u7535\u5b50\u5bc6\u5ea6\u56fe\u4e2d\u5f97\u5230\u4e86\u5145\u5206\u9a8c\u8bc1\uff0c\u5c55\u73b0\u51fa\u5408\u7406\u7684\u8fd0\u52a8\u6a21\u5f0f\u3002\u5bf9\u4e8e U4\/U6.U5 \u4e09\u6838\u7cd6\u6838\u86cb\u767d\uff08EMPIAR-10073\uff09\uff0c\u4ee5 PDB: 5GAN \u4e3a\u53c2\u8003\u7ed3\u6784\uff0ccryoSTAR \u540c\u6837\u89e3\u6790\u4e86\u5934\u90e8\u7ed3\u6784\u57df\u7684\u52a8\u6001\u53d8\u5316\uff0c\u7ed3\u679c\u4e0e\u73b0\u6709\u65b9\u6cd5\u7684\u53d1\u73b0\u4e00\u81f4\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650942721&amp;idx=2&amp;sn=46e92e291de4b4c2e84653daed604e43&amp;chksm=84e7e97fb39060693788909e87ca5564198a19dede96165c35c3cb15d3f13ad720072bec07af&amp;token=319039997&amp;lang=zh_CN#rd\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-6bcf706b6094c6436026ec3aefb63081.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-6bcf706b6094c6436026ec3aefb63081.png\"><\/a><\/a><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 5 EMPIAR-10059 \u7ed3\u679c<\/sup><\/em>\u00a0<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650942721&amp;idx=2&amp;sn=46e92e291de4b4c2e84653daed604e43&amp;chksm=84e7e97fb39060693788909e87ca5564198a19dede96165c35c3cb15d3f13ad720072bec07af&amp;token=319039997&amp;lang=zh_CN#rd\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-c32421ee6b37345ab9b9868b0ac13a2f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-c32421ee6b37345ab9b9868b0ac13a2f.png\"><\/a><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 6 EMPIAR-10827 \u7ed3\u679c<\/sup><\/em><\/p>\n<p><strong>\u819c\u86cb\u767d\uff08\u6c28\u57fa\u9178\u6570\u91cf\u7ea6 2,000\uff09<\/strong><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-a3ffbd95e46469a3fba83dd0fd3dd0ed.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-a3ffbd95e46469a3fba83dd0fd3dd0ed.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 7 CryoSTAR \u4e0e CryoDRGN \u5728 EMPIAR-10059 \u4e0a\u7684\u7ed3\u679c\u5bf9\u6bd4<\/sup><\/em><\/p>\n<p>\u5bf9\u4e8e TRPV1 \u901a\u9053\u86cb\u767d\uff08EMPIAR-10059\uff09\uff0c\u4f7f\u7528 PDB: 7RQW \u4f5c\u4e3a\u53c2\u8003\u5148\u9a8c\u539f\u5b50\u6a21\u578b\uff0ccryoSTAR \u53d1\u73b0\u4e86\u86cb\u767d\u5916\u5468\u53ef\u6eb6\u7ed3\u6784\u57df\u7684\u5fae\u5999\u800c\u5e73\u6ed1\u7684\u8fd0\u52a8\uff0c\u6bcf\u4e2a\u4e9a\u57fa\u7684\u8fd0\u52a8\u53ef\u901a\u8fc7\u4e0d\u540c\u4e3b\u6210\u5206\u53ef\u89c6\u5316\u3002\u7814\u7a76\u8fd8\u8868\u660e\u7ed3\u6784\u6b63\u5219\u5316\u5728\u63ed\u793a\u819c\u86cb\u767d\u52a8\u529b\u5b66\u65b9\u9762\u5177\u6709\u5173\u952e\u4f5c\u7528\uff0c\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u6ca1\u6709\u7ed3\u6784\u5148\u9a8c\u7684\u65b9\u6cd5\u5982 cryoDRGN \u5728\u819c\u86cb\u767d\u7684\u52a8\u6001\u89e3\u6790\u65b9\u9762\u5b58\u5728\u4e0d\u8db3\u3002<\/p>\n<p><strong>\u5355\u94fe\u86cb\u767d\uff08\u6c28\u57fa\u9178\u6570\u91cf\u7ea6 1,000\uff09<\/strong><\/p>\n<p><em><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-02986a3382077217b57632b5974fa634.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-02986a3382077217b57632b5974fa634.png\"><\/a><\/em><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 8 CryoSTAR \u4e0e CryoDRGN\u30013DFlex \u5728 EMPIAR-10059 \u4e0a\u7684\u7ed3\u679c\u5bf9\u6bd4<\/sup><\/em><\/p>\n<p>\u5bf9\u4e8e \u6bd2\u7d20\u86cb\u767d \u03b1-LCT\uff08EMPIAR-10827\uff09\uff0ccryoSTAR \u63ed\u793a\u4e86\u4e24\u79cd\u7c7b\u578b\u7684\u8fd0\u52a8\uff0c\u4e0e\u79bb\u6563 3D \u5206\u7c7b\u53d1\u73b0\u7684\u4e24\u79cd\u6784\u8c61\u76f8\u543b\u5408\uff0c\u4e14\u751f\u6210\u7684\u7c97\u7c92\u5ea6\u539f\u5b50\u6a21\u578b\u5408\u7406\uff0c\u4e0e\u5bc6\u5ea6\u56fe\u62df\u5408\u826f\u597d\u3002\u7ed3\u6784\u6b63\u5219\u5316\u5728\u8fd9\u4e2a\u5177\u6709\u8fde\u7eed\u5f02\u8d28\u6027\u7684\u5c0f\u86cb\u767d\u4e2d\u6548\u679c\u663e\u8457\uff0c\u76f8\u6bd4\u5176\u4ed6\u65b9\u6cd5\u5982 cryoDRGN \u548c 3DFlex\uff0ccryoSTAR \u751f\u6210\u7684\u5bc6\u5ea6\u56fe\u66f4\u8fde\u7eed\uff0c\u80fd\u6709\u6548\u907f\u514d\u5bc6\u5ea6\u56fe\u4e2d\u7684\u4f2a\u5f71\u3002<\/p>\n<p><strong>\u603b\u7ed3\uff1a\u5229\u7528\u8de8\u6a21\u6001\u6570\u636e\u89e3\u6790\u81ea\u7136\u73b0\u8c61<\/strong><\/p>\n<p>\u5b57\u8282\u8df3\u52a8 ByteDance Research \u63d0\u51fa\u7684\u65b0\u7684\u7ed3\u5408\u7ed3\u6784\u5148\u9a8c\u7684\u65b9\u6cd5 \uff08CryoSTAR\uff09 \u663e\u8457\u63d0\u5347\u4e86\u51b7\u51bb\u7535\u955c\uff08Cryo-EM\uff09\u5728\u52a8\u6001\u6784\u8c61\u89e3\u6790\u4e2d\u7684\u5e94\u7528\u6f5c\u529b\u3002\u901a\u8fc7\u5229\u7528\u539f\u5b50\u7ed3\u6784\u6a21\u6001\u5148\u9a8c\u4f5c\u4e3a\u7ea6\u675f\uff0c\u540c\u65f6\u8f93\u51fa\u4e24\u79cd\u6a21\u6001\u7684\u89e3\u6790\u7ed3\u679c\uff0c\u8fd9\u4e00\u521b\u65b0\u65b9\u6cd5\u5728\u6280\u672f\u4e0a\u5c55\u793a\u4e86\u5176\u72ec\u7279\u7684\u4f18\u52bf\uff0c\u5e76\u4e3a\u79d1\u5b66\u7814\u7a76\u6253\u5f00\u4e86\u65b0\u7684\u5927\u95e8\u3002<\/p>\n<p>\u8be5\u7814\u7a76\u5728\u51b7\u51bb\u7535\u955c\u52a8\u6001\u89e3\u6790\u9886\u57df\u7684\u91cd\u8981\u610f\u4e49\u4e0d\u53ef\u5ffd\u89c6\u3002\u4f20\u7edf\u7684\u51b7\u51bb\u7535\u955c\u65b9\u6cd5\u7531\u4e8e\u5176\u5206\u8fa8\u7387\u548c\u89e3\u6790\u80fd\u529b\u7684\u9650\u5236\uff0c\u5e38\u5e38\u96be\u4ee5\u6355\u6349\u5230\u751f\u7269\u5927\u5206\u5b50\u590d\u6742\u7684\u52a8\u6001\u53d8\u5316\u3002\u800c\u6b64\u6b21\u5f15\u5165\u7ed3\u6784\u5148\u9a8c\u7684\u7b56\u7565\uff0c\u6781\u5927\u5730\u589e\u5f3a\u4e86\u52a8\u6001\u6784\u8c61\u89e3\u6790\u7684\u7cbe\u5ea6\u4e0e\u53ef\u9760\u6027\uff0c\u4f7f\u6211\u4eec\u80fd\u591f\u66f4\u6df1\u5165\u5730\u7406\u89e3\u751f\u7269\u5927\u5206\u5b50\u7684\u52a8\u6001\u884c\u4e3a\u53ca\u5176\u673a\u5236\u3002<\/p>\n<p>\u8fd9\u79cd\u65b9\u6cd5\u7684\u6f5c\u5728\u4ef7\u503c\u5728\u751f\u547d\u79d1\u5b66\u548c\u5236\u836f\u9886\u57df\u5c24\u4e3a\u7a81\u51fa\u3002\u751f\u7269\u5927\u5206\u5b50\u7684\u52a8\u6001\u89e3\u6790\u662f\u7406\u89e3\u5176\u529f\u80fd\u673a\u5236\u7684\u5173\u952e\uff0c\u5982\u86cb\u767d\u8d28\u7684\u6298\u53e0\u3001\u9176\u6d3b\u6027\u90e8\u4f4d\u7684\u53d8\u5316\u3001\u53d7\u4f53 &#8211; \u914d\u4f53\u7684\u7ed3\u5408\u6a21\u5f0f\u7b49\u3002\u8fd9\u4e9b\u52a8\u6001\u8fc7\u7a0b\u4e0e\u4f17\u591a\u751f\u7406\u4e0e\u75c5\u7406\u73b0\u8c61\u606f\u606f\u76f8\u5173\uff0c\u4f8b\u5982\u7ec6\u80de\u4fe1\u53f7\u4f20\u5bfc\u3001\u4ee3\u8c22\u8c03\u63a7\u4ee5\u53ca\u75be\u75c5\u53d1\u751f\u673a\u5236\u7b49\u3002\u56e0\u6b64\uff0c\u51c6\u786e\u89e3\u6790\u8fd9\u4e9b\u52a8\u6001\u8fc7\u7a0b\u4e0d\u4ec5\u80fd\u5e2e\u52a9\u63ed\u793a\u751f\u7269\u5b66\u57fa\u672c\u95ee\u9898\uff0c\u8fd8\u80fd\u4e3a\u53d1\u73b0\u65b0\u578b\u836f\u7269\u9776\u70b9\u548c\u4f18\u5316\u836f\u7269\u8bbe\u8ba1\u63d0\u4f9b\u91cd\u8981\u4f9d\u636e\u3002\u5728\u5236\u836f\u9886\u57df\uff0c\u8fd9\u4e00\u65b9\u6cd5\u540c\u6837\u5177\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\u524d\u666f\u3002\u901a\u8fc7\u66f4\u9ad8\u7cbe\u5ea6\u5730\u6355\u6349\u86cb\u767d\u8d28\u548c\u5176\u4ed6\u751f\u7269\u5927\u5206\u5b50\u7684\u52a8\u6001\u53d8\u5316\uff0c\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u66f4\u6709\u6548\u5730\u7b5b\u9009\u6f5c\u5728\u836f\u7269\u3001\u8bbe\u8ba1\u66f4\u5177\u9488\u5bf9\u6027\u7684\u836f\u7269\u5206\u5b50\uff0c\u8fdb\u800c\u63d0\u9ad8\u836f\u7269\u7814\u53d1\u7684\u6548\u7387\u548c\u6210\u529f\u7387\u3002\u4f8b\u5982\uff0c\u8fd9\u4e00\u65b9\u6cd5\u53ef\u4ee5\u5e2e\u52a9\u89e3\u6790\u764c\u75c7\u3001\u795e\u7ecf\u9000\u884c\u6027\u75be\u75c5\u7b49\u91cd\u5927\u75be\u75c5\u76f8\u5173\u86cb\u767d\u8d28\u7684\u52a8\u6001\u6784\u8c61\u53d8\u5316\uff0c\u4e3a\u5f00\u53d1\u65b0\u836f\u7269\u63d0\u4f9b\u8be6\u7ec6\u7684\u5206\u5b50\u7ea7\u4fe1\u606f\u3002<\/p>\n<p>\u603b\u800c\u8a00\u4e4b\uff0cByteDance Research \u7684\u8fd9\u4e00\u521b\u65b0\u7814\u7a76\u4e0d\u4ec5\u4ee3\u8868\u4e86\u51b7\u51bb\u7535\u955c\u52a8\u6001\u89e3\u6790\u6280\u672f\u7684\u6700\u65b0\u8fdb\u5c55\uff0c\u66f4\u4e3a\u751f\u547d\u79d1\u5b66\u548c\u5236\u836f\u9886\u57df\u5e26\u6765\u4e86\u5de8\u5927\u7684\u6f5c\u5728\u4ef7\u503c\u3002\u671f\u5f85\u672a\u6765\u8be5\u65b9\u6cd5\u80fd\u5728\u66f4\u591a\u7814\u7a76\u548c\u5b9e\u9645\u5e94\u7528\u4e2d\u5f97\u5230\u9a8c\u8bc1\u548c\u63a8\u5e7f\uff0c\u4e3a\u751f\u547d\u79d1\u5b66\u7814\u7a76\u4ee5\u53ca\u836f\u7269\u7814\u53d1\u5e26\u6765\u65b0\u7684\u7a81\u7834\u548c\u5e0c\u671b\u3002<\/p>\n<p><strong>ByteDance Research AI \u5236\u836f\u56e2\u961f\u6301\u7eed\u5728 AI for Science \u65b9\u5411\u53d1\u529b<\/strong><\/p>\n<p>ByteDance Research AI \u5236\u836f\u56e2\u961f\u81f4\u529b\u4e8e\u5c06\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5e94\u7528\u4e8e\u79d1\u5b66\u7814\u7a76\u4e0e\u836f\u7269\u5f00\u53d1\u3002\u56e2\u961f\u5728\u751f\u6210\u5f0f\u86cb\u767d\u8d28\u8bbe\u8ba1\u3001\u86cb\u767d\u8d28\u6784\u8c61\u9884\u6d4b\u4ee5\u53ca\u51b7\u51bb\u7535\u955c\u89e3\u6790\u7b49\u9886\u57df\u53d6\u5f97\u4e86\u4e1a\u754c\u77a9\u76ee\u7684\u6210\u679c\u3002<\/p>\n<ul>\n<li>\n<p><strong>\u86cb\u767d\u8d28\u8bbe\u8ba1<\/strong>\uff1a\u56e2\u961f\u7814\u53d1\u4e86\u57fa\u4e8e\u5927\u89c4\u6a21\u86cb\u767d\u8d28\u8bed\u8a00\u6a21\u578b\u7684\u5e8f\u5217\u8bbe\u8ba1\u65b9\u6cd5 LM-Design [1]\uff0c\u5927\u5e45\u63d0\u9ad8\u4e86\u86cb\u767d\u8d28\u5e8f\u5217\u8bbe\u8ba1\u7684\u51c6\u786e\u5ea6\u4e0e\u6548\u7387\uff1b\u7814\u53d1\u4e86\u7ed3\u5408\u6269\u6563\u6a21\u578b\u4e0e\u8bed\u8a00\u6a21\u578b\u7684\u65b0\u4e00\u4ee3\u86cb\u767d\u8d28\u57fa\u7840\u6a21\u578b DPLM 1\/2 [2, 3]\uff0c\u9996\u6b21\u5168\u9762\u7edf\u4e00\u4e86\u86cb\u767d\u8d28\u5efa\u6a21\u3001\u7406\u89e3\u4e0e\u751f\u6210\uff1b\u7814\u53d1\u4e86\u57fa\u4e8e\u504f\u597d\u4f18\u5316\u7684\u6297\u4f53\u8bbe\u8ba1\u65b9\u6cd5 AbDPO [4]\uff0c\u80fd\u591f\u8bbe\u8ba1\u51fa\u540c\u65f6\u6ee1\u8db3\u591a\u79cd\u6027\u8d28\u548c\u80fd\u91cf\u8981\u6c42\u7684\u6297\u4f53\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u86cb\u767d\u8d28\u52a8\u6001\u6784\u8c61\u9884\u6d4b<\/strong>\uff1a\u56e2\u961f\u7814\u53d1\u4e86 ConfDiff [5] \u7b49\u6a21\u578b\uff0c\u51c6\u786e\u9884\u6d4b\u4e86\u86cb\u767d\u8d28\u7684\u6784\u8c61\u53d8\u5316\uff0c\u52a0\u6df1\u4e86\u5bf9\u86cb\u767d\u8d28\u751f\u7269\u8fc7\u7a0b\u7684\u7406\u89e3\uff0c\u8fd8\u4e3a\u65b0\u836f\u7814\u53d1\u63d0\u4f9b\u4e86\u53ef\u9760\u7684\u7406\u8bba\u57fa\u7840\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u51b7\u51bb\u7535\u955c\u89e3\u6790<\/strong>\uff1a\u56e2\u961f\u7814\u53d1\u4e86 CryoSTAR [6] \u7535\u955c\u89e3\u6790\u5de5\u5177\uff0c\u7ed3\u5408\u4eba\u5de5\u667a\u80fd\u6280\u672f\u548c\u9ad8\u5206\u8fa8\u7387\u6210\u50cf\uff0c\u6709\u52a9\u4e8e\u63ed\u793a\u590d\u6742\u751f\u7269\u5206\u5b50\u4f53\u7cfb\u7684\u6784\u8c61\u7279\u5f81\u548c\u52a8\u6001\u53d8\u5316\uff1b\u7814\u53d1\u4e86\u7b2c\u4e00\u4e2a\u86cb\u767d\u8d28\u5bc6\u5ea6\u57fa\u5ea7\u6a21\u578b CryoFM [7]\uff0c\u4e3a\u4e0b\u4e00\u4ee3\u7535\u955c\u89e3\u6790\u7b97\u6cd5\u5960\u5b9a\u4e86\u57fa\u7840\u3002\u00a0<\/p>\n<\/li>\n<\/ul>\n<p>\u56e2\u961f\u7684\u7814\u7a76\u6210\u679c\u591a\u6b21\u53d1\u8868\u5728 Nature \u5b50\u520a\u3001ICML\u3001NeurIPS\u3001ICLR \u7b49\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\u4e0a\uff0c\u5f97\u5230\u5b66\u672f\u754c\u548c\u4e1a\u754c\u7684\u5e7f\u6cdb\u8ba4\u53ef\u3002<\/p>\n<p><strong>\u53c2\u8003\u6587\u732e<\/strong><\/p>\n<p><em><sup>[1] Zheng Z, Deng Y, Xue D, et al. Structure-informed language models are protein designers [C]\/\/International conference on machine learning. PMLR, 2023: 42317-42338.<\/sup><\/em><\/p>\n<p><sup><em>[2] Wang X, Zheng Z, Ye F, et al. Diffusion Language Models Are Versatile Protein Learners [C]. International Conference on Machine Learning, 2024.<\/em><\/sup><\/p>\n<p><sup><em>[3] Wang X, Zheng Z, Ye F, et al. DPLM-2: A Multimodal Diffusion Protein Language Model [J]. arXiv preprint arXiv:2410.13782, 2024.<\/em><\/sup><\/p>\n<p><sup><em>[4] Zhou X, Xue D, Chen R, et al. Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization [C]. NeurIPS, 2024.<\/em><\/sup><\/p>\n<p><sup><em>[5] Wang Y, Wang L, Shen Y, et al. Protein Conformation Generation via Force-Guided SE (3) Diffusion Models [C]. International Conference on Machine Learning, 2024.<\/em><\/sup><\/p>\n<p><sup><em>[6] Li Y, Zhou Y, Yuan J, et al. CryoSTAR: leveraging structural priors and constraints for cryo-EM heterogeneous reconstruction [J]. Nature Methods, 2024: 1-9.<\/em><\/sup><\/p>\n<p><em><sup>[7] Zhou Y, Li Y, Yuan J, et al. CryoFM: A Flow-based Foundation Model for Cryo-EM Densities. arXiv preprint arXiv:2410.08631, 2024.<\/sup><\/em><\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-12-6\" target=\"_blank\">ByteDance Research\u767bNature\u5b50\u520a\uff1aAI+\u51b7\u51bb\u7535\u955c\uff0c\u63ed\u793a\u86cb\u767d\u8d28\u52a8\u6001<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:ByteDance R [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[71,66],"class_list":["post-36623","post","type-post","status-publish","format-standard","hentry","category-news","tag-rag","tag-66"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - 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