{"id":62775,"date":"2025-07-28T19:02:38","date_gmt":"2025-07-28T11:02:38","guid":{"rendered":"https:\/\/swarma.org\/?p=62775"},"modified":"2025-07-28T19:02:38","modified_gmt":"2025-07-28T11:02:38","slug":"spatialagent%ef%bc%9a%e6%96%b0%e4%b8%80%e4%bb%a3%e7%a9%ba%e9%97%b4%e7%94%9f%e7%89%a9%e5%ad%a6%e6%99%ba%e8%83%bd%e4%bd%93%ef%bc%8c%e6%af%94%e8%82%a9%e4%ba%ba%e7%b1%bb%e7%a7%91%e5%ad%a6%e5%ae%b6","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=62775","title":{"rendered":"SpatialAgent\uff1a\u65b0\u4e00\u4ee3\u7a7a\u95f4\u751f\u7269\u5b66\u667a\u80fd\u4f53\uff0c\u6bd4\u80a9\u4eba\u7c7b\u79d1\u5b66\u5bb6"},"content":{"rendered":"<div class='wxsyncmain'>\n<section data-mpa-powered-by=\"yiban.io\" data-pm-slice=\"0 0 []\">\n<section>\n<section style=\"text-align: right\">\n<section data-mpa-powered-by=\"yiban.io\" style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-family: PingFangSC-light;font-size: 15px\" data-pm-slice=\"0 0 []\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 661px;vertical-align: top\">\n<section style=\"margin: 10px 0px 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\">\n<section style=\"text-align: center\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.5604395604395604\" data-s=\"300,640\" data-type=\"png\" data-w=\"1456\" style=\"width:100%\" data-backw=\"578\" data-backh=\"324\" data-galleryid=\"618448703685984256\" data-gallerysupplier=\"100\" data-imgfileid=\"100232590\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-e77b1aa511e87d108425163179ec1aeb.png\" \/><\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 661px\">\n<section style=\"margin: 0px;padding: 0px 3px 0px 0px;max-width: 100%;float: left;line-height: 1\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;text-align: left\">\n<section style=\"margin: 0px;padding: 0px 0px 0px 10px;max-width: 100%;width: auto;vertical-align: top;min-width: 10%;height: auto;line-height: 0\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 25px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px\"><span><br \/><\/span><\/section>\n<\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;text-align: justify;font-size: 16px;line-height: 1.5\">\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: both;min-height: 1em\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span>\u6458\u8981<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 24px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 0px;padding: 0px 4px;max-width: 100%;clear: right;min-height: 4.5em !important\">\n<section style=\"margin: 5px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\">\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: none;min-height: 1em;line-height: 2em;text-align: justify\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 13px;letter-spacing: 0.544px\"><span>\u4eba\u5de5\u667a\u80fd\u7684\u8fdb\u6b65\u6b63\u5728\u6539\u53d8\u79d1\u5b66\u53d1\u73b0\u7684\u65b9\u5f0f\uff0c\u7136\u800c\u7a7a\u95f4\u751f\u7269\u5b66\u8fd9\u4e00\u89e3\u6790\u7ec4\u7ec7\u5185\u5206\u5b50\u7ed3\u6784\u7684\u9886\u57df\u4ecd\u53d7\u5236\u4e8e\u52b3\u52a8\u5bc6\u96c6\u578b\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002\u5728\u6b64\uff0c\u6211\u4eec\u63a8\u51fa\u4e86 SpatialAgent\uff0c\u8fd9\u662f\u4e00\u6b3e\u4e13\u4e3a\u7a7a\u95f4\u751f\u7269\u5b66\u7814\u7a76\u6253\u9020\u7684\u5b8c\u5168\u81ea\u4e3b\u7684\u4eba\u5de5\u667a\u80fd\u667a\u80fd\u4f53\u3002SpatialAgent \u5c06\u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u52a8\u6001\u5de5\u5177\u6267\u884c\u548c\u81ea\u9002\u5e94\u63a8\u7406\u76f8\u7ed3\u5408\u3002SpatialAgent \u6db5\u76d6\u4e86\u6574\u4e2a\u7814\u7a76\u6d41\u7a0b\uff0c\u4ece\u5b9e\u9a8c\u8bbe\u8ba1\u5230\u591a\u6a21\u6001\u6570\u636e\u5206\u6790\u4ee5\u53ca\u5047\u8bbe\u751f\u6210\u3002\u5728\u5305\u542b\u6765\u81ea\u4eba\u7c7b\u5927\u8111\u3001\u5fc3\u810f\u4ee5\u53ca\u5c0f\u9f20\u7ed3\u80a0\u708e\u6a21\u578b\u7684\u4e24\u767e\u4e07\u4e2a\u7ec6\u80de\u7684\u591a\u4e2a\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u6d4b\u8bd5\uff0cSpatialAgent \u7684\u8868\u73b0\u8d85\u8d8a\u4e86\u6700\u4f73\u7684\u8ba1\u7b97\u65b9\u6cd5\uff0c\u5728\u5173\u952e\u4efb\u52a1\u4e0a\u4e0e\u4eba\u7c7b\u79d1\u5b66\u5bb6\u7684\u8868\u73b0\u76f8\u5f53\u751a\u81f3\u66f4\u4f18\uff0c\u5e76\u4e14\u80fd\u591f\u8de8\u7ec4\u7ec7\u548c\u7269\u79cd\u8fdb\u884c\u6269\u5c55\u3002\u901a\u8fc7\u5c06\u81ea\u4e3b\u6027\u4e0e\u4eba\u7c7b\u534f\u4f5c\u76f8\u7ed3\u5408\uff0cSpatialAgent \u4e3a\u7a7a\u95f4\u751f\u7269\u5b66\u4e2d\u7684\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u53d1\u73b0\u5f00\u521b\u4e86\u65b0\u7684\u8303\u5f0f\u3002<\/span><\/span><\/strong><\/p>\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: none;min-height: 1em;line-height: 2em;text-align: justify\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 13px;letter-spacing: 0.544px\"><span><br \/><\/span><\/span><\/strong><\/p>\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: none;min-height: 1em;line-height: 2em;text-align: justify\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 13px;letter-spacing: 0.544px\"><span>\u5173\u952e\u8bcd\uff1a\u7a7a\u95f4\u751f\u7269\u5b66\uff08spatial biology\uff09\u3001\u81ea\u4e3bAI\u667a\u80fd\u4f53\uff08autonomous AI agent\uff09\u3001\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u3001\u57fa\u56e0\u9762\u677f\u8bbe\u8ba1\uff08gene panel design\uff09\u3001\u7ec6\u80de\u7c7b\u578b\u6ce8\u91ca\uff08cell type annotation\uff09\u3001\u7ec6\u80de\u95f4\u76f8\u4e92\u4f5c\u7528\uff08cell-cell interaction\uff09\u3001\u591a\u6a21\u6001\u6570\u636e\u5206\u6790\uff08multimodal data analysis\uff09<\/span><\/span><\/strong><\/p>\n<\/section>\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<\/section>\n<section style=\"margin: 5px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<\/section>\n<section style=\"margin: 5px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 10px 0px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 661px\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;clear: both;line-height: 0\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 10px 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-family: PingFangSC-light;font-size: 15px;text-align: center\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;vertical-align: middle;line-height: 0\"><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"0.07314814814814814\" data-type=\"png\" data-w=\"1080\" style=\"margin: 0px;padding: 0px;max-width: 100%;vertical-align: middle;width: 677px !important;height: auto !important\" data-fileid=\"100098753\" data-imgfileid=\"100227057\" src=\"\" \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: right\"><span style=\", Arial, sans-serif;font-size: 13px;letter-spacing: 0.544px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: right;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\">\u5f6d\u6668<\/span><span style=\", Arial, sans-serif;font-size: 13px;letter-spacing: 0.544px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;text-align: right; margin-top: 10px; margin-bottom: 10px; letter-spacing: 0.544px; color: rgb(63, 63, 63); font-family: PingFangSC-light; font-size: 15px; background-color: rgb(255, 255, 255); -webkit-tap-highlight-color: transparent; outline: 0px; vertical-align: middle; display: inline-block; line-height: 0; visibility: visible;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\"><span style=\"font-weight: bold\">\u4e28\u4f5c\u8005<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: right\"><span style=\", Arial, sans-serif;font-size: 13px;letter-spacing: 0.544px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;text-align: right; margin-top: 10px; margin-bottom: 10px; letter-spacing: 0.544px; color: rgb(63, 63, 63); font-family: PingFangSC-light; font-size: 15px; background-color: rgb(255, 255, 255); -webkit-tap-highlight-color: transparent; outline: 0px; vertical-align: middle; display: inline-block; line-height: 0; visibility: visible;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: right\"><span style=\", Arial, sans-serif;font-size: 13px;letter-spacing: 0.544px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;text-align: right; margin-top: 10px; margin-bottom: 10px; letter-spacing: 0.544px; color: rgb(63, 63, 63); font-family: PingFangSC-light; font-size: 15px; background-color: rgb(255, 255, 255); -webkit-tap-highlight-color: transparent; outline: 0px; vertical-align: middle; display: inline-block; line-height: 0; visibility: visible;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: right\"><span><img class=\"rich_pages wxw-img\" data-ratio=\"0.5748175182481752\" data-type=\"png\" data-w=\"1096\" style=\"width:100%\" data-width=\"1096\" data-height=\"630\" data-backw=\"562\" data-backh=\"323\" data-imgfileid=\"100232583\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-5c658bba0d3048fe5780db689872025d.png\" \/><img class=\"rich_pages wxw-img\" \/><\/span><\/p>\n<blockquote>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\"><span>\u8bba\u6587\u9898\u76ee\uff1aSpatialAgent: An autonomous AI agent for spatial biology<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\"><span>\u53d1\u8868\u65f6\u95f4\uff1a2025\u5e744\u67086\u65e5<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\"><span>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.biorxiv.org\/content\/10.1101\/2025.04.03.646459v1<\/span><\/span><\/p>\n<\/blockquote>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;powered-by&quot;:&quot;xiumi.us&quot;,&quot;style&quot;:&quot;margin-bottom: 0px;letter-spacing: 0.578px;white-space: normal;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;powered-by&quot;:&quot;xiumi.us&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;data-tools&quot;:&quot;135\u7f16\u8f91\u5668&quot;,&quot;data-id&quot;:&quot;88077&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;margin-right: auto;margin-left: auto;padding-top: 15px;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;data-width&quot;:&quot;100%&quot;,&quot;style&quot;:&quot;margin-right: auto;margin-left: auto;width: 578px;border-width: 1px;border-style: solid;border-color: rgb(198, 198, 199);&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;padding: 3px;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;padding: 10px;border-width: 1px;border-style: solid;border-color: rgb(198, 198, 199);&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;font-size: 15px;color: rgb(89, 89, 89);letter-spacing: 1.5px;line-height: 25px;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;hm_fix&quot;:&quot;348:307&quot;,&quot;style&quot;:&quot;vertical-align: inherit;line-height: 2em;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;span&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;color: rgb(136, 136, 136);letter-spacing: 0.578px;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\" style=\"font-size: 15px\"><span>\u7a7a\u95f4\u751f\u7269\u5b66<\/span><span>\uff08spatial biology\uff09<\/span><span>\u662f\u8fd1\u5e74\u5feb\u901f\u53d1\u5c55\u7684\u9886\u57df\uff0c\u65e8\u5728\u89e3\u6790\u751f\u7269\u5206\u5b50\u548c\u7ec6\u80de\u5728\u7ec4\u7ec7\u5185\u7684\u4e09\u7ef4\u7a7a\u95f4\u5206\u5e03\u53ca\u5176\u529f\u80fd\u5173\u8054\uff0c\u662f\u5e2e\u52a9\u6211\u4eec\u7406\u89e3\u764c\u75c7\u3001\u5f00\u53d1\u65b0\u578b\u6cbb\u7597\u65b9\u6cd5\u7684\u5173\u952e\u6280\u672f\u3002\u7136\u800c\uff0c\u4f20\u7edf\u7814\u7a76\u4f9d\u8d56\u4eba\u5de5\u64cd\u4f5c\u548c\u788e\u7247\u5316\u8ba1\u7b97\u5de5\u5177\uff0c\u6548\u7387\u4f4e\u4e14\u96be\u4ee5\u6807\u51c6\u5316\u3002\u8fd1\u65e5\uff0c\u5927\u6a21\u578b\u4e0e\u751f\u7269\u533b\u5b66\u793e\u533a\u6210\u5458\u738b\u701a\u5bb8\u56e2\u961f\u53d1\u8868\u9884\u5370\u672c\u6587\u7ae0\uff0c\u63d0\u51fa\u9996\u4e2a\u4e13\u4e3a\u7a7a\u95f4\u751f\u7269\u5b66\u8bbe\u8ba1\u7684\u81ea\u4e3bAI\u667a\u80fd\u4f53SpatialAgent\u3002\u8be5\u7cfb\u7edf\u6574\u5408\u5927\u8bed\u8a00\u6a21\u578b<\/span><span>\uff08LLM\uff09<\/span><span>\u3001\u52a8\u6001\u5de5\u5177\u8c03\u7528\u548c\u81ea\u9002\u5e94\u63a8\u7406\u80fd\u529b\uff0c\u5728\u57fa\u56e0\u9762\u677f\u8bbe\u8ba1\u3001\u7ec6\u80de\u6ce8\u91ca\u7b49\u4efb\u52a1\u4e2d\u8d85\u8d8a\u73b0\u6709\u7b97\u6cd5\u548c\u4eba\u7c7b\u4e13\u5bb6\uff0c\u751a\u81f3\u80fd\u751f\u6210\u79d1\u5b66\u5047\u8bbe\uff0c\u4e3a\u751f\u7269\u533b\u5b66\u7814\u7a76\u5f00\u8f9f\u4e86\u4eba\u673a\u534f\u4f5c\u7684\u65b0\u6a21\u5f0f\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-bottom: 0px;letter-spacing: 0.578px\">\n<section>\n<section>\n<section data-tools=\"135\u7f16\u8f91\u5668\" data-id=\"88077\">\n<section style=\"margin-right: auto;margin-left: auto;padding-top: 15px\">\n<section style=\"margin-bottom: -14px;justify-content: flex-end\">\n<section style=\"margin-top: -14px;width: 5px;height: 5px;border-right: none;border-top: none;overflow: hidden\"><span><br \/><\/span><\/section>\n<\/section>\n<section data-width=\"100%\" style=\"margin-right: auto;margin-left: auto;width: 578px;border-width: 1px;border-style: solid\">\n<section style=\"padding: 3px\">\n<section style=\"padding: 10px;border-width: 1px;border-style: solid\">\n<section style=\"font-size: 15px;letter-spacing: 1.5px;line-height: 25px\">\n<p style=\"vertical-align: inherit;line-height: 2em\"><span style=\"letter-spacing: 0.578px\"><span><span>\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247669471&amp;idx=1&amp;sn=4e34c8c0225bf146c5977a0320140929&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u300cAI+Science\u7b2c\u4e8c\u5b63\u300d\u8bfb\u4e66\u4f1a<\/span><\/a><span>\u4e2d\uff0c\u9ec4\u67ef\u946b\u548c\u738b\u701a\u5bb8\u5e26\u6765\u4e86\u673a\u5668\u5b66\u4e60\u5982\u4f55\u9769\u65b0\u751f\u7269\u533b\u5b66\u7684\u8ba8\u8bba\uff0c\u5c24\u5176\u5173\u6ce8\u57fa\u56e0\u548c\u6270\u52a8\u5b9e\u9a8c\u4e0e\u8f6c\u5f55\u7ec4\u5b66\u3002\u611f\u5174\u8da3\u7684\u670b\u53cb\u53ef\u4ee5\u626b\u7801\u67e5\u770b\u89c6\u9891\ud83d\udc47<\/span><\/span><\/span><\/p>\n<p style=\"vertical-align: inherit;line-height: 2em\"><span style=\"letter-spacing: 0.578px\"><span><br \/><\/span><\/span><\/p>\n<p style=\"vertical-align: inherit;line-height: 2em\"><span style=\"letter-spacing: 0.578px\"><span><img class=\"rich_pages wxw-img\" data-ratio=\"0.5625\" data-type=\"png\" data-w=\"1920\" data-width=\"1920\" data-height=\"1080\" data-imgfileid=\"100232587\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-7e803cbb13cf505cc255cd4291a33554.png\" \/><\/span><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-top: -5px;width: 5px;height: 5px;border-left: none;border-bottom: none;overflow: hidden\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<p style=\"vertical-align: inherit\"><span><br \/><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-bottom: 0px;letter-spacing: 0.578px\">\n<section>\n<section>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h3>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u7a7a\u95f4\u751f\u7269\u5b66\u7684\u74f6\u9888\u4e0eAI\u667a\u80fd\u4f53\u7684\u673a\u9047<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u7a7a\u95f4\u751f\u7269\u5b66\u4f9d\u8d56\u9ad8\u590d\u6742\u5ea6\u6280\u672f<\/span><span>\uff08\u5982\u7a7a\u95f4\u8f6c\u5f55\u7ec4\u5b66\u3001MERFISH\uff09<\/span><span>\u751f\u6210\u6d77\u91cf\u6570\u636e\uff0c\u4f46\u5206\u6790\u6d41\u7a0b\u9ad8\u5ea6\u788e\u7247\u5316\u3002\u4f8b\u5982\uff0c\u57fa\u56e0\u9762\u677f\u8bbe\u8ba1\u9700\u7efc\u5408\u5355\u7ec6\u80de\u6d4b\u5e8f\u6570\u636e\u3001\u6807\u8bb0\u57fa\u56e0\u6570\u636e\u5e93\u548c\u751f\u7269\u5b66\u77e5\u8bc6\uff1b\u7ec6\u80de\u6ce8\u91ca\u9700\u7ed3\u5408\u5206\u5b50\u8868\u8fbe\u3001\u7a7a\u95f4\u5750\u6807\u548c\u75c5\u7406\u56fe\u50cf\u3002\u4f20\u7edf\u65b9\u6cd5\u4f9d\u8d56\u4eba\u5de5\u8fed\u4ee3\uff0c\u8017\u65f6\u4e14\u6613\u53d7\u4e3b\u89c2\u5f71\u54cd\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u8fd1\u5e74\u6765\uff0c\u57fa\u4e8eLLM\u7684\u81ea\u4e3b\u667a\u80fd\u4f53<\/span><span>\uff08autonomous agent\uff09<\/span><span>\u5728\u79d1\u5b66\u9886\u57df\u5d2d\u9732\u5934\u89d2\u3002\u8fd9\u7c7b\u7cfb\u7edf\u80fd\u901a\u8fc7\u201c\u611f\u77e5-\u89c4\u5212-\u884c\u52a8\u201d\u5faa\u73af\u81ea\u4e3b\u5b8c\u6210\u4efb\u52a1\uff0c\u5e76\u52a8\u6001\u8c03\u6574\u7b56\u7565\u3002\u7814\u7a76\u56e2\u961f\u654f\u9510\u610f\u8bc6\u5230\uff1a\u5c06LLM\u7684\u63a8\u7406\u80fd\u529b\u4e0e\u7a7a\u95f4\u751f\u7269\u5b66\u7684\u5de5\u5177\u94fe\u7ed3\u5408\uff0c\u53ef\u80fd\u5f7b\u5e95\u6539\u53d8\u8fd9\u4e00\u9886\u57df\u3002<\/span><\/span><\/p>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>SpatialAgent\u7684\u6838\u5fc3\u67b6\u6784<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 16px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>SpatialAgent\u7531\u4e09\u5927\u6a21\u5757\u6784\u6210\uff1a<\/span><\/span><\/p>\n<ol style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li>\n<p style=\"margin-bottom: 16px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u8bb0\u5fc6\u6a21\u5757\uff08Memory\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u5b58\u50a8\u957f\u671f\u76ee\u6807<\/span><span>\uff08\u5982\u201c\u8bbe\u8ba1\u524d\u5217\u817a\u764c\u5c0f\u9f20\u6a21\u578b\u7684500\u57fa\u56e0\u9762\u677f\u201d\uff09<\/span><span>\u548c\u77ed\u671f\u6267\u884c\u6b65\u9aa4\uff0c\u786e\u4fdd\u4efb\u52a1\u8fde\u7eed\u6027\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 16px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u89c4\u5212\u6a21\u5757\uff08Planning\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u901a\u8fc7\u94fe\u5f0f\u63a8\u7406<\/span><span>\uff08chain-of-thought\uff09<\/span><span>\u5c06\u590d\u6742\u4efb\u52a1\u62c6\u89e3\u4e3a\u53ef\u6267\u884c\u6b65\u9aa4\uff0c\u4f8b\u5982\u5148\u68c0\u7d22\u6570\u636e\u5e93\u3001\u518d\u8bc4\u4f30\u57fa\u56e0\u91cd\u8981\u6027\uff0c\u6700\u540e\u4f18\u5316\u9762\u677f\u7ec4\u5408\u3002\u89c4\u5212\u8fc7\u7a0b\u53ef\u8c03\u7528\u9884\u5b9a\u4e49\u6a21\u677f<\/span><span>\uff08\u5982\u6807\u51c6\u6ce8\u91ca\u6d41\u7a0b\uff09<\/span><span>\uff0c\u4e5f\u80fd\u52a8\u6001\u751f\u6210\u65b0\u7b56\u7565\u3002<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u884c\u52a8\u6a21\u5757\uff08Action\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u6267\u884c\u5177\u4f53\u64cd\u4f5c\uff0c\u5305\u62ec\u8c03\u7528\u5de5\u5177<\/span><span>\uff08\u5982Scanpy\u9884\u5904\u7406\u6570\u636e\u3001Harmony\u6574\u5408\u6570\u636e\u96c6\uff09<\/span><span>\u3001\u751f\u6210\u4ee3\u7801\u6216\u4e0e\u5916\u90e8\u6570\u636e\u5e93<\/span><span>\uff08\u5982CellMarker2\u3001PanglaoDB\uff09<\/span><span>\u4ea4\u4e92\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ol>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u7cfb\u7edf\u652f\u6301\u5168\u81ea\u52a8\u6a21\u5f0f\u548c\u534f\u4f5c\u6a21\u5f0f\u3002\u524d\u8005\u65e0\u9700\u4eba\u5de5\u5e72\u9884\uff0c\u540e\u8005\u5141\u8bb8\u79d1\u5b66\u5bb6\u5b9e\u65f6\u8c03\u6574\u4efb\u52a1\uff0c\u4f8b\u5982\u5728\u57fa\u56e0\u9762\u677f\u8bbe\u8ba1\u4e2d\u52a0\u5165\u7279\u5b9a\u901a\u8def\u57fa\u56e0\uff0c\u6216\u4fee\u6b63\u6ce8\u91ca\u7ed3\u679c\u3002\u8fd9\u79cd\u7075\u6d3b\u6027\u4f7f\u5176\u65e2\u80fd\u72ec\u7acb\u8fd0\u884c\uff0c\u53c8\u80fd\u878d\u5165\u73b0\u6709\u79d1\u7814\u6d41\u7a0b\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.7575342465753425\" data-type=\"png\" data-w=\"1460\" data-width=\"1460\" data-height=\"1106\" data-imgfileid=\"100232586\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-1727bc910e67f36f2e6fe078e63b59f6.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px\" data-mpa-action-id=\"mclp06xb1r2m\" data-pm-slice=\"0 0 []\"><span><span>\u56fe 1. \u7a7a\u95f4\u667a\u80fd\u4f53\uff08SpatialAgent\uff09\u7684\u6982\u89c8\u548c\u6a21\u5757\u5316\u8bbe\u8ba1\u3002\uff08a\uff09\u6982\u89c8\u3002\u7a7a\u95f4\u667a\u80fd\u4f53\u662f\u4e00\u4e2a\u914d\u5907\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u81ea\u4e3b\u667a\u80fd\u4f53\uff0c\u80fd\u591f\u5904\u7406\u7a7a\u95f4\u751f\u7269\u5b66\u4e2d\u7684\u4e00\u7cfb\u5217\u5e7f\u6cdb\u4efb\u52a1\uff0c\u5305\u62ec\uff081\uff09\u5b9e\u9a8c\u9636\u6bb5\u7684\u57fa\u56e0\u9762\u677f\u8bbe\u8ba1\uff0c\uff082\uff09\u89c2\u5bdf\u5206\u6790\u9636\u6bb5\u7684\u7ec6\u80de\u7c7b\u578b\u548c\u7ec4\u7ec7\u5fae\u73af\u5883\u6ce8\u91ca\uff0c\uff083\uff09\u7814\u7a76\u7ed3\u679c\u603b\u7ed3\u4ee5\u53ca\uff084\uff09\u751f\u6210\u4e0e\u7ec6\u80de\u95f4\u76f8\u4e92\u4f5c\u7528\u76f8\u5173\u7684\u5047\u8bbe\u3002\u7a7a\u95f4\u667a\u80fd\u4f53\u652f\u6301\u591a\u6a21\u6001\u8f93\u5165\u548c\u8de8\u7269\u79cd\u5206\u6790\u3002\uff08b\uff09\u5173\u952e\u6a21\u5757\u3002\u884c\u52a8\u6a21\u5757\uff08\u5de6\uff09\u6267\u884c\u8bf8\u5982\u68c0\u7d22\u53c2\u8003\u6570\u636e\u96c6\u3001\u8f6c\u6362\u57fa\u56e0\u540d\u79f0\u3001\u5229\u7528\u73b0\u6709\u6570\u636e\u5e93\u9a8c\u8bc1\u914d\u4f53-\u53d7\u4f53\u76f8\u4e92\u4f5c\u7528\u3001\u4f7f\u7528\u5df2\u5efa\u7acb\u7684\u8f6f\u4ef6\u5305\uff08\u4f8b\u5982numpy\uff09\u5904\u7406\u6570\u636e\u6216\u751f\u6210\u5e76\u6267\u884c\u81ea\u5b9a\u4e49\u4ee3\u7801\u7b49\u4efb\u52a1\uff0c\u540c\u65f6\u5bf9\u6765\u81ea\u591a\u4e2a\u6765\u6e90\u7684\u4fe1\u606f\u8fdb\u884c\u63a8\u7406\u548c\u805a\u5408\u3002\u8bb0\u5fc6\u6a21\u5757\uff08\u53f3\u4e0a\uff09\u540c\u65f6\u7ef4\u62a4\u8bed\u4e49\u8bb0\u5fc6\uff08\u9ad8\u5c42\u6b21\u76ee\u6807\uff09\u548c\u60c5\u666f\u8bb0\u5fc6\uff08\u77ed\u671f\u6b65\u9aa4\u548c\u4e0a\u4e0b\u6587\uff09\u3002\u89c4\u5212\u6a21\u5757\uff08\u4e0b\uff09\u901a\u8fc7\u94fe\u5f0f\u601d\u7ef4\u63a8\u7406\u548c\u81ea\u6211\u53cd\u601d\u6765\u7ba1\u7406\u4efb\u52a1\u89c4\u5212\uff0c\u8fed\u4ee3\u4f18\u5316\u8ba1\u5212\u4ee5\u5b9e\u73b0\u7279\u5b9a\u76ee\u6807\u3002<\/span><\/span><\/p>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h3>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h3>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u8d85\u8d8a\u4eba\u7c7b\uff1a\u57fa\u56e0\u9762\u677f\u8bbe\u8ba1\u7684\u9769\u547d<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u57fa\u56e0\u9762\u677f\u8bbe\u8ba1\u662f\u7a7a\u95f4\u7ec4\u5b66\u5b9e\u9a8c\u7684\u5173\u952e\u6b65\u9aa4\uff0c\u9700\u5728\u6709\u9650\u57fa\u56e0\u6570\u5185\u6700\u5927\u5316\u751f\u7269\u5b66\u4fe1\u606f\u3002\u4f20\u7edf\u65b9\u6cd5\u4f9d\u8d56\u65b9\u5dee\u7b5b\u9009<\/span><span>\uff08HVG\uff09<\/span><span>\u6216\u4e13\u5bb6\u7ecf\u9a8c\uff0c\u4f46\u5f80\u5f80\u5ffd\u7565\u7a7a\u95f4\u5206\u5e03\u7279\u5f81\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u7814\u7a76\u56e2\u961f\u5728\u4eba\u7c7b\u80cc\u5916\u4fa7\u524d\u989d\u53f6\u76ae\u5c42<\/span><span>\uff08DLPFC\uff09<\/span><span>\u6570\u636e\u96c6\u4e2d\u6d4b\u8bd5SpatialAgent\u3002\u5f53\u7528\u6237\u8f93\u5165\u201c\u8bbe\u8ba1100\u4e2a\u57fa\u56e0\u7684\u9762\u677f\u201d\u65f6\uff0c\u7cfb\u7edf\u81ea\u52a8\u6267\u884c\u4ee5\u4e0b\u6d41\u7a0b\uff1a<\/span><\/span><\/p>\n<ol style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4eceCZI\u5355\u7ec6\u80de\u6570\u636e\u5e93\u4e2d\u5339\u914d\u53c2\u8003\u6570\u636e\u96c6\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u63d0\u53d6\u7ec6\u80de\u7c7b\u578b\u6807\u8bb0\u57fa\u56e0\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u8de8\u6570\u636e\u5e93<\/span><span>\uff08PanglaoDB\u3001CellMarker2\uff09<\/span><span>\u9a8c\u8bc1\u57fa\u56e0\u91cd\u8981\u6027\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u7ed3\u5408\u7a7a\u95f4\u8868\u8fbe\u6a21\u5f0f\u4f18\u5316\u9009\u62e9\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ol>\n<section style=\"margin-bottom: 0px\"><span><br \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center\"><img class=\"rich_pages wxw-img\" data-ratio=\"1.109278350515464\" data-type=\"png\" data-w=\"970\" data-width=\"970\" data-height=\"1076\" data-imgfileid=\"100232585\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-2a2f387e843971ce7c6a396549bbda03.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px\" data-mpa-action-id=\"mcloz7u4jal\" data-pm-slice=\"0 0 []\"><span><span>\u56fe 2.\u5229\u7528SpatialAgent\u8bbe\u8ba1\u57fa\u56e0\u9762\u677f\u3002(a)\u5206\u6b65\u667a\u80fd\u4f53\u81ea\u4e3b\u5de5\u4f5c\u6d41\u7a0b\u3002\u5728\u80cc\u5916\u4fa7\u524d\u989d\u53f6\u76ae\u5c42\uff08DLPFC\uff09\u4e2d\u8bbe\u8ba1\u57fa\u56e0\u9762\u677f\u7684spatialagent\u5de5\u4f5c\u6d41\u7684\u524d\u51e0\u4e2a\u6b65\u9aa4\u793a\u610f\u56fe\u3002\uff08b-f\uff09 spatialagent\u5728\u7ec6\u80de\u7c7b\u578b\u548c\u7a7a\u95f4\u5750\u6807\u9884\u6d4b\u65b9\u9762\u4f18\u4e8e\u5df2\u5efa\u7acb\u7684\u8ba1\u7b97\u57fa\u7ebf\u3002\uff08b,c\uff09\u7ec6\u80de\u7c7b\u578b\u9884\u6d4b\u7cbe\u5ea6\uff08b\uff0c y\u8f74\uff09\u548c\u76f8\u5bf9\u4e8e\u8ba1\u7b97\u57fa\u7ebf\uff08c\uff0c x\u8f74\uff09\u7684\u6539\u8fdb\uff0c\u901a\u8fc7spatialagent\u6216\u51e0\u79cd\u65e2\u5b9a\u65b9\u6cd5\u8bbe\u8ba150-500\u4e2a\u57fa\u56e0\u9762\u677f\u3002\u7bb1\u5f62\u56fe\u663e\u793a\u4e2d\u4f4d\u6570\uff08\u4e2d\u7ebf\uff09\u3001\u56db\u5206\u4f4d\u6570\u8303\u56f4\uff08\u7bb1\u5f62\uff09\u548c1.5\u500d\u56db\u5206\u4f4d\u6570\u8303\u56f4\uff08\u987b\u5f62\uff09\u3002\u5706\u5708\u8868\u793a\u5f02\u5e38\u503c\u3002\u7ed3\u679c\u5728\u6240\u670912\u4e2aDLPFC\u6837\u672c\u4e2d\u5e73\u5747\u8fd0\u884c10\u6b21\u3002\uff08d,e\uff09\u7a7a\u95f4\u5750\u6807\u9884\u6d4b\u6027\u80fd\uff08d\uff0c y\u8f74\uff09\u548c\u76f8\u5bf9\u6539\u8fdb\uff08e\uff0c x\u8f74\uff09\u3002\uff08f,g\uff09 SpatialAgent\u3001\u4eba\u7c7b\u79d1\u5b66\u5bb6\u548c\u6df7\u5408\u65b9\u6cd5\uff08\u5176\u4e2dSpatialAgent\u7ed3\u5408\u4e86\u4eba\u7c7b\u8bbe\u8ba1\u7684\u6a21\u677f\uff09\u7684\u7ec6\u80de\u7c7b\u578b\u9884\u6d4b\u7cbe\u5ea6\uff08f\uff0c y\u8f74\uff09\u548c\u76f8\u5bf9\u6539\u8fdb\uff08g\uff0c x\u8f74\uff09\u3002\uff08h,i\uff09 SpatialAgent\u3001\u4eba\u7c7b\u79d1\u5b66\u5bb6\u548c\u6df7\u5408\u65b9\u6cd5\u7684\u7a7a\u95f4\u5750\u6807\u9884\u6d4b\u6027\u80fd\uff08h\uff0c y\u8f74\uff09\u548c\u76f8\u5bf9\u6539\u8fdb\uff08i\uff0c x\u8f74\uff09\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u7ed3\u679c\u663e\u793a\uff0cSpatialAgent\u8bbe\u8ba1\u7684\u57fa\u56e0\u9762\u677f\u5728\u7ec6\u80de\u7c7b\u578b\u9884\u6d4b\u51c6\u786e\u7387\u4e0a\u6bd4\u6700\u4f73\u7b97\u6cd5<\/span><span>\uff08Spapros\uff09<\/span><span>\u9ad86-19%\uff0c\u5728\u7a7a\u95f4\u5750\u6807\u9884\u6d4b<\/span><span>\uff08R\u00b2\uff09<\/span><span>\u4e0a\u63d0\u5347\u8fbe47%\u3002\u66f4\u60ca\u4eba\u7684\u662f\uff0c\u5176\u8868\u73b0\u8d85\u8fc790%\u7684\u4eba\u7c7b\u4e13\u5bb6\uff0c\u4e14\u8017\u65f6\u4ec530\u5206\u949f<\/span><span>\uff08\u4eba\u7c7b\u5e73\u5747\u97008\u5c0f\u65f6\uff09<\/span><span>\u3002\u5f53\u4e0e\u4eba\u7c7b\u4e13\u5bb6\u534f\u4f5c\u65f6\uff0c\u6df7\u5408\u8bbe\u8ba1\u7684\u51c6\u786e\u7387\u8fdb\u4e00\u6b65\u63d0\u5347\uff0c55%\u7684\u6848\u4f8b\u4f18\u4e8e\u7eafAI\u7ed3\u679c\uff0c\u5370\u8bc1\u4e86\u201c\u4eba\u673a\u534f\u540c\u201d\u7684\u6f5c\u529b\u3002<\/span><\/span><\/p>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u7ec6\u80de\u6ce8\u91ca\uff1a\u4ece\u6df7\u4e71\u5230\u6807\u51c6\u5316<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u7a7a\u95f4\u8f6c\u5f55\u7ec4\u6570\u636e\u7684\u7ec6\u80de\u6ce8\u91ca\u9700\u6574\u5408\u5206\u5b50\u8868\u8fbe\u3001\u7a7a\u95f4\u4f4d\u7f6e\u548c\u5f62\u6001\u5b66\u4fe1\u606f\uff0c\u4f46\u73b0\u6709\u5de5\u5177<\/span><span>\uff08\u5982CellTypist\uff09<\/span><span>\u4ec5\u4f9d\u8d56\u57fa\u56e0\u8868\u8fbe\uff0c\u5ffd\u7565\u7a7a\u95f4\u4e0a\u4e0b\u6587\u3002\u7814\u7a76\u56e2\u961f\u5728\u53d1\u80b2\u4e2d\u7684\u4eba\u7c7b\u5fc3\u810f\u6570\u636e<\/span><span>\uff0814.2\u4e07\u5355\u7ec6\u80de+150\u4e07MERFISH\u7ec6\u80de\uff09<\/span><span>\u4e2d\u5bf9\u6bd4SpatialAgent\u4e0e7\u4f4d\u4eba\u7c7b\u4e13\u5bb6\u3002\u7ed3\u679c\u663e\u793a\uff1a<\/span><\/span><\/p>\n<ul style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>SpatialAgent\u7684\u6ce8\u91ca\u4e0e\u91d1\u6807\u51c6<\/span><span>\uff08\u4f5c\u8005\u6807\u6ce8\uff09<\/span><span>\u7684\u4e00\u81f4\u6027\u8fbe82.3%\uff0c\u8d85\u8d8aCellTypist<\/span><span>\uff0845.7%\uff09<\/span><span>\u548cGPT-CellType<\/span><span>\uff0881.1%\uff09<\/span><span>\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5728\u7ec4\u7ec7\u5fae\u73af\u5883<\/span><span>\uff08niche\uff09<\/span><span>\u6ce8\u91ca\u4e2d\uff0c\u7cfb\u7edf\u901a\u8fc7\u6574\u5408\u89e3\u5256\u56fe\u50cf\u548c\u5206\u5b50\u6570\u636e\uff0c\u51c6\u786e\u5212\u5206\u5fc3\u623f\u3001\u5fc3\u5ba4\u7b49\u533a\u57df\uff0c\u6027\u80fd\u4e0e\u6700\u4f18\u4eba\u7c7b\u4e13\u5bb6\u76f8\u5f53\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u6548\u7387\u63d0\u5347\u663e\u8457<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u6ce8\u91ca10\u4e07\u7ea7\u7ec6\u80de\u4ec5\u97002\u5c0f\u65f6\uff0c\u6210\u672c\u4ec5\u4e3a\u4eba\u5de5\u76841\/20\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4e00\u4e2a\u5178\u578b\u6848\u4f8b\u662f\u795e\u7ecf\u5143\u4e0e\u6210\u7ea4\u7ef4\u7ec6\u80de\u7684\u8bef\u5224\uff1a\u4f20\u7edf\u5de5\u5177\u56e0\u80f6\u539f\u57fa\u56e0\u9ad8\u8868\u8fbe\u5c06\u67d0\u96c6\u7fa4\u6807\u6ce8\u4e3a\u201c\u5fc3\u810f\u6210\u7ea4\u7ef4\u7ec6\u80de\u201d\uff0c\u800cSpatialAgent\u901a\u8fc7\u5206\u6790\u795e\u7ecf\u6807\u8bb0\u57fa\u56e0<\/span><span>\uff08NRXN1\uff09<\/span><span>\u548c\u7a7a\u95f4\u5206\u5e03\uff0c\u5c06\u5176\u7ea0\u6b63\u4e3a\u201c\u795e\u7ecf\u5143\u201d\uff0c\u4e0e\u91d1\u6807\u51c6\u4e00\u81f4\u3002\u8fd9\u79cd\u591a\u6a21\u6001\u63a8\u7406\u80fd\u529b\uff0c\u6b63\u662fAI\u667a\u80fd\u4f53\u7684\u72ec\u7279\u4f18\u52bf\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center\"><img class=\"rich_pages wxw-img\" data-ratio=\"1.3941798941798942\" data-type=\"png\" data-w=\"756\" data-width=\"756\" data-height=\"1054\" data-imgfileid=\"100232584\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-7d09388e53c90d8e0fa558e4e2aba399.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px\" data-mpa-action-id=\"mcloxgmu1ttn\" data-pm-slice=\"0 0 []\"><span><span>\u56fe 3. SpatialAgent\u7684\u7ec6\u80de\u7c7b\u578b\u548c\u7ec4\u7ec7\u751f\u6001\u4f4d\u6ce8\u91ca\u3002(a)\u5de5\u4f5c\u6d41\u7a0b\u3002Spatialagent\u96c6\u6210\u591a\u6a21\u6001\u4fe1\u606f\uff08\u5373\u89e3\u5256\u56fe\u50cf\uff0cmerfish\u6570\u636e\uff09\u8fdb\u884c\u7ec4\u7ec7\u6ce8\u91ca\uff0c\u7136\u540e\u901a\u8fc7\u96c6\u4f53\u667a\u80fd\u8fdb\u884c\u6837\u672c\u805a\u5408\u548c\u7ec6\u5316\u3002\uff08b-d\uff09\u5355\u5143\u683c\u7c7b\u578b\u6ce8\u91ca\u3002(b)\u7531GPTCellType\u3001CellTypist(\u5177\u6709\u4ee3\u8868\u6027\u7684\u4eba\u7c7b\u79d1\u5b66\u5bb6\uff08\ud835\udc3f\ud835\udc4e\uff0c\u51c6\u786e\u6027\u7b2c\u4e8c\uff09\u3001SpatialAgent\u548c\u539f\u59cb\u7814\u7a76\u7684\u6ce8\u91ca\u7740\u8272\u7684\u7ec6\u80de\u7684UMAP\u3002\u989c\u8272\u8868\u793a\u516b\u79cd\u4e3b\u8981\u7684\u7ec6\u80de\u7c7b\u578b\uff0c\u5176\u4e2d\u201cVSMCs\u201d\u8868\u793a\u201c\u8840\u7ba1\u5e73\u6ed1\u808c\u7ec6\u80de\u201d\u3002(c)\u6807\u6ce8\u6027\u80fd\uff1a\u7cbe\u5ea6\u3001\u5b8f\u7cbe\u5ea6\u3001\u8de8\u65b9\u6cd5\u5fae\u7cbe\u5ea6\uff08y\u8f74\uff09\u3002(d)\u6df7\u6dc6\u77e9\u9635\uff0c\u5c06\u6765\u81eamcelltypist\uff0c GPTCellType\uff0c human scientist\ud835\udc3f\ud835\udc4e\u548cspatialagent\u7684\u6ce8\u91ca\u4e0eground truth\u8fdb\u884c\u6bd4\u8f83\uff0c\u5171\u4eab\u76f8\u540c\u7684\u7740\u8272\u89c4\u6a210-1\u3002\uff08e-f\uff09\u7ec4\u7ec7\u4f4d\u6ce8\u91ca\u3002(e)\u7531SpatialAgent\u3001\u4eba\u7c7b\u79d1\u5b66\u5bb6\u548c\u539f\u4f5c\u8005\u6807\u6ce8\u7684\u7ec4\u7ec7\u751f\u6001\u4f4d\u3002\u5176\u4e2d\u2018 unmatched \u2019\u8868\u793a\u4e0e\u4f5c\u8005\u6ce8\u91ca\u4e0d\u5bf9\u5e94\u7684\u533a\u57df\u3002(f)\u8de8\u65b9\u6cd5\uff08x\u8f74\uff09\u7684\u7cbe\u5ea6\u3001\u5b8f\u89c2\u7cbe\u5ea6\u548c\u5fae\u89c2\u7cbe\u5ea6\uff08y\u8f74\uff09\u3002\uff08g, h\uff09\u8d39\u7528\u548c\u65f6\u95f4\u3002spatialagent\u548c\u4eba\u7c7b\u79d1\u5b66\u5bb6\uff08x\u8f74\uff09\u7684\u4f30\u8ba1\u6210\u672c\uff08g\uff0c y\u8f74\uff0cUSD\uff0c\u5bf9\u6570\u5c3a\u5ea6\uff09\u548c\u65f6\u95f4\uff08h\uff0c y\u8f74\uff0chr\uff09\u3002<\/span><\/span><\/p>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h3>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h3>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u4ece\u6570\u636e\u5230\u53d1\u73b0\uff1a\u5047\u8bbe\u751f\u6210\u7684\u7a81\u7834<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4f20\u7edf\u5206\u6790\u6b62\u6b65\u4e8e\u63cf\u8ff0\u6027\u7ed3\u679c\uff0c\u800cSpatialAgent\u80fd\u8fdb\u4e00\u6b65<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u751f\u6210\u79d1\u5b66\u5047\u8bbe<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u3002\u56e2\u961f\u5728\u5c0f\u9f20\u7ed3\u80a0\u708e\u6a21\u578b\u4e2d\u6d4b\u8bd5\u4e86\u8fd9\u4e00\u80fd\u529b\u3002\u7cfb\u7edf\u81ea\u4e3b\u6267\u884c\u4ee5\u4e0b\u5206\u6790\uff1a<\/span><\/span><\/p>\n<ol style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4f7f\u7528LIANA+\u6846\u67b6\u91cf\u5316\u914d\u4f53-\u53d7\u4f53\u4e92\u4f5c\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u901a\u8fc7Tensor-Cell2cell\u8bc6\u522b\u8de8\u6761\u4ef6\u7684\u901a\u4fe1\u6a21\u5f0f\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u6574\u5408PROGENy\u901a\u8def\u5206\u6790\u751f\u6210\u673a\u5236\u5047\u8bf4\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ol>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u7ed3\u679c\u4e0d\u4ec5\u590d\u73b0\u4e86\u539f\u6587\u53d1\u73b0\u7684\u708e\u75c7\u76f8\u5173\u6210\u7ea4\u7ef4\u7ec6\u80de<\/span><span>\uff08IAF\uff09<\/span><span>\uff0c\u8fd8\u63ed\u793a\u4e86TGF-\u03b2\u4fe1\u53f7\u548cIL-11\u4ecb\u5bfc\u7684\u57fa\u8d28\u91cd\u5851\u2014\u2014\u8fd9\u4e00\u673a\u5236\u5728\u539f\u6587\u4e2d\u672a\u88ab\u5f3a\u8c03\uff0c\u4f46\u4e0e\u7ea4\u7ef4\u5316\u7814\u7a76\u7684\u5176\u4ed6\u8bc1\u636e\u9ad8\u5ea6\u543b\u5408\u3002\u66f4\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u7cfb\u7edf\u751f\u6210\u4e86\u4e00\u4efd7000\u5b57\u7684\u5206\u6790\u62a5\u544a\uff0c\u5305\u542b\u53ef\u9a8c\u8bc1\u7684\u5206\u5b50\u9776\u70b9\u548c\u6cbb\u7597\u5efa\u8bae\uff0c\u5c55\u73b0\u4e86AI\u9a71\u52a8\u53d1\u73b0\u7684\u6f5c\u529b\u3002<\/span><\/span><\/p>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h3>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h3>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u4ece\u5b9e\u9a8c\u5ba4\u5230\u4e34\u5e8a\uff1a\u524d\u5217\u817a\u764c\u6848\u4f8b<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4e3a\u9a8c\u8bc1\u5b9e\u7528\u6027\uff0c\u56e2\u961f\u5c06SpatialAgent\u63a5\u5165\u771f\u5b9e\u6e7f\u5b9e\u9a8c\u3002\u5728\u9488\u5bf9\u524d\u5217\u817a\u764c\u5c0f\u9f20\u6a21\u578b\u7684Xenium 5K\u57fa\u56e0\u9762\u677f\u4f18\u5316\u4efb\u52a1\u4e2d\uff0c\u7cfb\u7edf\u4ece\u53c2\u8003\u5355\u7ec6\u80de\u6570\u636e\u4e2d\u7b5b\u9009\u51fa100\u4e2a\u8865\u5145\u57fa\u56e0\u3002\u65b0\u589e\u57fa\u56e0\u663e\u8457\u63d0\u5347\u4e86\u57fa\u8d28-\u514d\u75ab\u4e92\u4f5c\u4fe1\u53f7\u7684\u89e3\u6790\u80fd\u529b\uff1a<\/span><\/span><\/p>\n<ul style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u6807\u51c6\u9762\u677f\u4ec5\u68c0\u6d4b\u5230Jag1-Notch2\u7b49\u5e38\u89c1\u901a\u8def\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4f18\u5316\u9762\u677f\u65b0\u589e\u5c42\u7c98\u8fde\u86cb\u767d-\u6574\u5408\u7d20\u4fe1\u53f7\u7f51\u7edc\uff0c\u63ed\u793a\u4e86\u57fa\u5e95\u4e0a\u76ae\u7ec6\u80de\u4e0e\u6210\u7ea4\u7ef4\u7ec6\u80de\u7684\u5168\u65b0\u4ea4\u4e92\u6a21\u5f0f\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u805a\u7c7b\u6307\u6807<\/span><span>\uff08Silhouette score\uff09<\/span><span>\u63d0\u534732%\uff0c\u5173\u952e\u901a\u8def\u5bcc\u96c6\u5ea6\u63d0\u9ad84\u500d\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u8fd9\u4e00\u6848\u4f8b\u8bc1\u660e\uff0cAI\u667a\u80fd\u4f53\u4e0d\u4ec5\u80fd\u52a0\u901f\u5206\u6790\uff0c\u8fd8\u80fd\u4f18\u5316\u5b9e\u9a8c\u8bbe\u8ba1\uff0c\u7f29\u77ed\u201c\u6570\u636e-\u6d1e\u89c1-\u9a8c\u8bc1\u201d\u7684\u95ed\u73af\u5468\u671f\u3002<\/span><\/span><\/p>\n<section style=\"margin-bottom: 0px\"><span><br \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center\"><img class=\"rich_pages wxw-img\" data-ratio=\"1.4004524886877827\" data-type=\"png\" data-w=\"884\" data-width=\"884\" data-height=\"1238\" data-imgfileid=\"100232588\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-be74184e0bdb70f3cbbfbe322fc69ccf.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px\" data-mpa-action-id=\"mcloty4j1j30\" data-pm-slice=\"0 0 []\"><span><span>\u56fe 4. \u8bbe\u8ba1100\u4e2a\u5b9a\u5236\u57fa\u56e0\u548cXenium 5K\u7ec4\u7ec7\u9762\u677f\uff0c\u5f62\u6210\u5404\u79cd\u6cbb\u7597\u4e0b\u7684\u524d\u5217\u817a\u764c\u5c0f\u9f20\u6a21\u578b\u3002(a)\u5b9e\u9a8c\u5de5\u4f5c\u6d41\u7a0b\u6982\u8ff0\u3002\uff08b,c\uff09\u5229\u7528Xenium+SpatialAgentpanel\u6539\u8fdb\u7684\u7ec6\u80de\u7c7b\u578b\u533a\u5206\u3002(b)\u4f7f\u7528\u4e0d\u540c\u57fa\u56e0\u5b50\u96c6\u7684\u7ec6\u80de\u56fe\u8c31\u7684UMAP\u5d4c\u5165\uff0c\u7528\u7ec6\u80de\u7c7b\u578b\u6ce8\u91ca\u7740\u8272\u3002Xenium\uff1a\u6807\u51c65k\u6cdb\u7ec4\u7ec7\u9762\u677f\uff1bXenium + Random: 5k\u9762\u677f\u7ed3\u5408100\u4e2a\u968f\u673a\u9009\u62e9\u7684\u989d\u5916\u57fa\u56e0\uff1bXenium + SpatialAgent: 5k\u9762\u677f\uff0c\u7531SpatialAgent\u9009\u62e9100\u4e2a\u57fa\u56e0\uff1b\u5168\u5957\uff1a\u6765\u81ea\u53c2\u8003scRNA-seq\u6570\u636e\u96c6\u7684\u5b8c\u6574\u914d\u7f6e\u6587\u4ef6\u3002(c)\u6bcf\u79cd\u65b9\u6cd5\u7684\u805a\u7c7b\u5ea6\u91cf\u548c\u7ec6\u80de\u7c7b\u578b\u7cbe\u5ea6\uff08y\u8f74\uff09\uff08x\u8f74\uff09\u3002Xenium + Random\u7ed3\u679c\u5728\u4e09\u4e2a\u72ec\u7acb\u7684\u968f\u673a\u57fa\u56e0\u9009\u62e9\u4e2d\u5e73\u5747\u3002(d)\u4e3a\u5173\u952e\u8fc7\u7a0b\u5bcc\u96c6\u7a7a\u95f4\u4ee3\u7406\u9009\u62e9\u7684\u57fa\u56e0\uff08\u65b9\u6cd5\uff09\u3002spatialagent\u9009\u62e9\u7684\u57fa\u56e0\u4e0e\u4e0d\u540c\u9014\u5f84\uff08\u6587\u672c\u6846\uff09\u57fa\u56e0\u7684\u5bcc\u96c6\uff08\u8282\u70b9\u5927\u5c0f\uff0c-log\uff08P\u503c\uff09\uff09\u548c\u91cd\u53e0\uff08\u8fb9\u5bbd\uff0cJaccard\u7d22\u5f15\uff09\uff0c\u4ee5\u53ca\u5177\u4f53\u91cd\u53e0\u7684\u57fa\u56e0\u540d\u79f0\u3002(e)\u4f7f\u7528Xenium+SpatialAgentpanel\u589e\u5f3a\u7ec6\u80de-\u7ec6\u80de\u76f8\u4e92\u4f5c\u7528\u8bc4\u5206\u3002\u5229\u7528Xenium\uff08\u5de6\uff09\u6216Xenium + SpatialA- gentgenes\uff08\u53f3\uff09\uff0c\u4ece\u57fa\u5e95\u7ec6\u80de\u548c\u6210\u7ea4\u7ef4\u7ec6\u80de\u7fa4\u4f53\u5230\u514d\u75ab\u7ec6\u80de\u9884\u6d4b\u7ec6\u80de\u95f4\u76f8\u4e92\u4f5c\u7528\u7684\u5f3a\u5ea6\uff08\u6765\u81eaCellPhoneDB\uff09\u3002<\/span><\/span><\/p>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h3>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h3>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u6311\u6218\u4e0e\u672a\u6765\uff1aAI\u667a\u80fd\u4f53\u7684\u79d1\u5b66\u8fb9\u754c<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5c3d\u7ba1\u6210\u679c\u663e\u8457\uff0cSpatialAgent\u4ecd\u6709\u5c40\u9650\uff1a\u9996\u5148\uff0c<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u9886\u57df\u77e5\u8bc6\u6df1\u5ea6\u4e0d\u8db3<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff0c\u5bf9\u4e8e\u7f55\u89c1\u7ec6\u80de\u7c7b\u578b\u6216\u65b0\u5174\u751f\u7269\u8fc7\u7a0b<\/span><span>\uff08\u5982\u65b0\u578b\u7ec6\u80de\u6b7b\u4ea1\u65b9\u5f0f\uff09<\/span><span>\u7684\u8bc6\u522b\u8f83\u5f31\uff1b\u5176\u6b21\uff0c\u5927\u6a21\u578b\u5b58\u5728\u5e7b\u89c9\u98ce\u9669\uff0c\u4e0e\u4eba\u7c7b\u7c7b\u4f3c\uff0cLLM\u53ef\u80fd\u751f\u6210\u4e0d\u5408\u7406\u63a8\u8bba\uff0c\u9700\u5f15\u5165\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff1b\u6700\u540e\uff0c\u672a\u6765\u9700\u5f00\u53d1\u201c\u4e13\u5bb6\u667a\u80fd\u4f53\u201d\u5206\u5de5\u67b6\u6784\uff0c\u4f8b\u5982\u4e13\u653b\u4fe1\u53f7\u901a\u8def\u7684\u5b50\u6a21\u5757\u7b49\uff0c\u5f00\u5c55\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>SpatialAgent\u7684\u8bde\u751f\u6807\u5fd7\u7740\u7a7a\u95f4\u751f\u7269\u5b66\u8fdb\u5165\u201c\u81ea\u52a8\u53162.0\u201d\u65f6\u4ee3\u3002\u5b83\u4e0d\u4ec5\u662f\u5de5\u5177\u7684\u6548\u7387\u5347\u7ea7\uff0c\u66f4\u91cd\u65b0\u5b9a\u4e49\u4e86\u4eba\u673a\u534f\u4f5c\u7684\u8fb9\u754c\u2014\u2014\u79d1\u5b66\u5bb6\u5f97\u4ee5\u4ece\u91cd\u590d\u52b3\u52a8\u4e2d\u89e3\u653e\uff0c\u4e13\u6ce8\u4e8e\u521b\u9020\u6027\u5047\u8bbe\uff1b\u800cAI\u667a\u80fd\u4f53\u51ed\u501f\u4e0d\u77e5\u75b2\u5026\u7684\u63a8\u7406\u80fd\u529b\uff0c\u5c06\u9690\u85cf\u5728\u6d77\u91cf\u6570\u636e\u4e2d\u7684\u89c4\u5f8b\u8f6c\u5316\u4e3a\u53ef\u884c\u52a8\u7684\u77e5\u8bc6\u3002\u4e0b\u4e00\u4ee3AI\u667a\u80fd\u4f53\u53ef\u80fd\u6210\u4e3a\u201c\u4e3b\u52a8\u5408\u4f5c\u8005\u201d\uff1a\u4e0d\u4ec5\u56de\u7b54\u95ee\u9898\uff0c\u8fd8\u80fd\u63d0\u51fa\u53cd\u4e8b\u5b9e\u5b9e\u9a8c\u3001\u8bbe\u8ba1\u9a8c\u8bc1\u65b9\u6848\uff0c\u751a\u81f3\u64b0\u5199\u57fa\u91d1\u7533\u8bf7\u4e66\u3002\u7ed3\u5408\u5b9e\u65f6\u6210\u50cf\u548c\u4e34\u5e8a\u6570\u636e\uff0c\u8fd9\u7c7b\u7cfb\u7edf\u6709\u671b\u91cd\u5851\u751f\u7269\u533b\u5b66\u7814\u7a76\u7684\u8303\u5f0f\u3002<\/span><\/span><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\"><span data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;margin-right: 8px; margin-bottom: 0px; margin-left: 8px; color: rgb(136, 136, 136); font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif; font-size: 14px; letter-spacing: 0.544px; -webkit-tap-highlight-color: transparent; outline: 0px; line-height: 2em;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;span&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;letter-spacing: 0.544px; font-size: 15px;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\" style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/span><\/span><\/strong><\/span><\/p>\n<section data-pm-slice=\"7 2 []\" style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\"><span data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;margin-right: 8px; margin-bottom: 0px; margin-left: 8px; color: rgb(136, 136, 136); font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif; font-size: 14px; letter-spacing: 0.544px; -webkit-tap-highlight-color: transparent; outline: 0px; line-height: 2em;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;span&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;letter-spacing: 0.544px; font-size: 15px;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\" style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/span><\/span><\/strong><\/span><\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\"><span data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;margin-right: 8px; margin-bottom: 0px; margin-left: 8px; color: rgb(136, 136, 136); font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif; font-size: 14px; letter-spacing: 0.544px; -webkit-tap-highlight-color: transparent; outline: 0px; line-height: 2em;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;span&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;letter-spacing: 0.544px; font-size: 15px;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\" style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/span><\/span><\/strong><\/span><\/section>\n<\/section>\n<section style=\"margin: 10px 0px 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-indent: 0px;text-transform: none;text-align: center;justify-content: center\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: auto;vertical-align: top;min-width: 10%;height: auto\">\n<section style=\"margin: 0px 0px -15px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 10px;max-width: 100%;font-size: 16px;line-height: 2;letter-spacing: 3px\">\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: both;min-height: 1em\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">AI\u9a71\u52a8\u7684\u8ba1\u7b97\u533b\u5b66\u524d\u6cbf\u7814\u8ba8\u4f1a<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\"><span data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;margin-right: 8px; margin-bottom: 0px; margin-left: 8px; color: rgb(136, 136, 136); font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif; font-size: 14px; letter-spacing: 0.544px; -webkit-tap-highlight-color: transparent; outline: 0px; line-height: 2em;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;span&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;letter-spacing: 0.544px; font-size: 15px;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\" style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/span><\/span><\/strong><\/span><\/section>\n<p data-pm-slice=\"0 0 []\" style=\"margin: 0px 8px 24px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\">\u751f\u547d\u79d1\u5b66\u4e0e\u533b\u5b66\u9886\u57df\u6b63\u7ecf\u5386\u7740\u6df1\u523b\u7684\u667a\u80fd\u9769\u547d\u3002\u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u591a\u667a\u80fd\u4f53\u6280\u672f\u5feb\u901f\u53d1\u5c55\uff0c\u6b63\u5728\u63a8\u52a8\u5f62\u6210\u8ba1\u7b97\u533b\u5b66\uff08Computational Medicine\uff09\u65b0\u8303\u5f0f\uff0c\u4e3a\u7cbe\u51c6\u533b\u7597\u3001\u75be\u75c5\u8bca\u65ad\u548c\u5065\u5eb7\u7ba1\u7406\u5f00\u8f9f\u5168\u65b0\u8def\u5f84\u3002AI\u9a71\u52a8\u7684\u8ba1\u7b97\u533b\u5b66\u5728\u81ea\u4e3b\u63a2\u7d22\u3001\u8de8\u5c3a\u5ea6\u6570\u636e\u878d\u5408\u3001\u4e2a\u4f53\u5efa\u6a21\u4e0e\u6570\u5b57\u5b6a\u751f\u7b49\u65b9\u9762\u5feb\u901f\u53d1\u5c55\uff0c\u7136\u800c\u8de8\u5b66\u79d1\u5408\u4f5c\u4e0e\u65b9\u6cd5\u8bba\u6574\u5408\u4ecd\u662f\u91cd\u8981\u6311\u6218\u3002<\/span><\/p>\n<p data-pm-slice=\"0 0 []\" style=\"margin: 0px 8px 24px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\">\u4e3a\u6b64\uff0cDAMO\u5f00\u53d1\u8005\u77e9\u9635\uff08\u7531\u963f\u91cc\u5df4\u5df4\u8fbe\u6469\u9662\u548c\u4e2d\u56fd\u4e92\u8054\u7f51\u534f\u4f1a\u8054\u5408\u53d1\u8d77\uff09\u4e0e\u96c6\u667a\u4ff1\u4e50\u90e8\u5171\u540c\u4e3b\u529e<a class=\"normal_text_link\" target=\"_blank\" style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247715330&amp;idx=1&amp;sn=83ee73e15fe4f0670cdcdc1211d0c1b0&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u201cAI\u9a71\u52a8\u7684\u8ba1\u7b97\u533b\u5b66\u524d\u6cbf\uff1a\u4ece\u79d1\u5b66\u53d1\u73b0\u5230\u6570\u5b57\u5b6a\u751f\u201d\u7cfb\u5217\u7814\u8ba8\u4f1a<\/a>\uff0c\u9080\u8bf7\u591a\u4f4d\u56fd\u5185\u5916\u524d\u6cbf\u5b66\u8005\u4e0e\u4e1a\u754c\u4e13\u5bb6\u5206\u4eab\u4ea4\u6d41\u3002\u7cfb\u5217\u7814\u8ba8\u4f1a\u5c06\u7cfb\u7edf\u68b3\u7406\u8ba1\u7b97\u533b\u5b66\u4e0eAI\u4ea4\u53c9\u9886\u57df\u7684\u6700\u65b0\u8fdb\u5c55\uff0c\u81ea2025\u5e747\u67086\u65e5\uff08\u5468\u65e5\uff09\u5f00\u59cb\uff0c\u51715\u5927\u8bae\u9898\u5206\u4eab\u4e0e\u8ba8\u8bba\u3002\u6b22\u8fce\u76f8\u5173\u7814\u7a76\u3001\u5e94\u7528\u9886\u57df\u7684\u670b\u53cb\u62a5\u540d\u53c2\u52a0\uff0c\u5171\u540c\u63a8\u52a8\u751f\u547d\u79d1\u5b66\u4e0e\u533b\u7597\u5065\u5eb7\u7684\u667a\u80fd\u672a\u6765\uff01<\/span><\/p>\n<p data-pm-slice=\"0 0 []\" style=\"margin: 0px 8px 24px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\">\u672c\u6d3b\u52a8\u514d\u8d39\u62a5\u540d\uff0c\u5b9e\u884c\u5ba1\u6838\u5165\u7fa4\u5236\uff0c\u8bf7\u586b\u5199\u4fe1\u606f\u540e\u5165\u7fa4\u53c2\u4e0e\u4ea4\u6d41\u5e76\u83b7\u5f97\u6bcf\u671f\u6d3b\u52a8\u4fe1\u606f\u3002<\/span><\/p>\n<p data-pm-slice=\"0 0 []\" style=\"margin: 0px 8px 24px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-indent: 0px;text-transform: none;line-height: 2em;text-align: center\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247715330&amp;idx=1&amp;sn=83ee73e15fe4f0670cdcdc1211d0c1b0&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"1\" rel=\"noopener noreferrer\"><span style=\"margin:0px;padding:0px;max-width:100%;vertical-align:bottom;overflow:hidden;width:100%\" class=\"js_jump_icon h5_image_link\"><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"1.837037037037037\" data-w=\"1080\" style=\"margin: 0px;padding: 0px;border: 0px;max-width: 100%;vertical-align: bottom;height: auto !important;width: 661px !important\" src=\"\" \/><\/span><\/a><\/p>\n<section data-pm-slice=\"3 3 []\" style=\"margin: 0px 8px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 15px\"><span data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;-webkit-tap-highlight-color: transparent;margin: 0px 8px 5px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;clear: both;min-height: 1em;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;background-color: rgb(255, 255, 255);color: rgb(136, 136, 136);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;span&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgb(63, 63, 63);font-size: 15px;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\" style=\"margin: 0px;padding: 0px;max-width: 100%\">\u8be6\u60c5\u8bf7\u89c1\uff1a<a class=\"normal_text_link\" target=\"_blank\" style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247715330&amp;idx=1&amp;sn=83ee73e15fe4f0670cdcdc1211d0c1b0&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\">AI\u9a71\u52a8\u7684\u8ba1\u7b97\u533b\u5b66\u524d\u6cbf\u7814\u8ba8\u4f1a\u5f00\u542f\u62a5\u540d\uff1a\u4ece\u79d1\u5b66\u53d1\u73b0\u5230\u6570\u5b57\u5b6a\u751f<\/a><\/span><\/span><\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none\"><span><br \/><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong><strong style=\"letter-spacing: 0.544px;font-size: 16px;text-align: center;, Arial, sans-serif\"><strong style=\"text-align: left;font-family: PingFangSC-light;letter-spacing: 0.544px\"><span style=\"font-size: 15px;letter-spacing: 0.544px\"><span>\u63a8\u8350\u9605\u8bfb<\/span><\/span><\/strong><\/strong><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong><span>1.<a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247715117&amp;idx=1&amp;sn=f2a89827973001bb9cd30e428f7b9f4f&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">AI\u79d1\u5b66\u5bb6\u505a\u7814\u7a76\uff1a\u4ed6\u4eec\u7684\u89c2\u70b9\u4f1a\u4e00\u81f4\u5417\uff1f<\/span><\/a><\/span><\/strong><span style=\"text-decoration: underline\"><strong><span><br \/><\/span><\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong style=\"letter-spacing: 0.544px\"><span>2.<a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247712680&amp;idx=3&amp;sn=55a853fc3e82f077e2c55628d64b10f9&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u300aAI\u00d7SCIENCE\u5341\u5927\u524d\u6cbf\u89c2\u5bdf\u300b4\uff1aAI\u79d1\u5b66\u5bb6<\/span><\/a><\/span><\/strong><span style=\"text-decoration: underline\"><strong style=\"letter-spacing: 0.544px\"><span><br \/><\/span><\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong style=\"letter-spacing: 0.544px\"><span>3.<a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247709720&amp;idx=1&amp;sn=532c814a0e07505fd074bf0db0948cda&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u79d1\u5b66\u5bb6\u90fd\u5f00\u59cb\u7528\u8d77\u4e86AI\uff0c\u4e8b\u5b9e\u679c\u771f\u5982\u6b64\u5417\uff1f<\/span><\/a><\/span><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong style=\"letter-spacing: 0.544px\"><\/strong><\/section>\n<section style=\"margin: 0px 8px 8px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px\" data-pm-slice=\"0 0 []\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">4.&nbsp;<\/span><\/strong><\/span><span style=\"margin: 0px;padding: 0px;max-width: 100%;text-decoration: underline\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><a class=\"normal_text_link\" target=\"_blank\" style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247710871&amp;idx=1&amp;sn=f572fc0ff9abbc6b32185b835ed39122&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u6d8c\u73b0\u52a8\u529b\u5b66\u5982\u4f55\u7528\u6765\u5206\u6790\u590d\u6742\u7cfb\u7edf\uff1f | \u65b0\u8bfe\u4e0a\u7ebf<\/a><\/span><\/strong><\/strong><\/span><\/section>\n<section style=\"margin: 0px 8px 8px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><strong style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">5.&nbsp;<\/span><\/strong><strong style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><a class=\"normal_text_link\" target=\"_blank\" style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247710722&amp;idx=1&amp;sn=1525450b1cd21fb737953390f8efe8ec&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">AI\u65f6\u4ee3\u7684\u5b66\u4e60\uff1a\u5171\u63a2\u4eba\u7c7b\u5b66\u4e60\u7684\u590d\u6742\u6027<\/span><\/a><\/span><\/strong><\/section>\n<p style=\"margin: 0px 8px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px\"><strong style=\"margin-top: 0px;margin-right: 0px;margin-left: 0px;padding: 0px;max-width: 100%\"><span style=\"margin-top: 0px;margin-right: 0px;margin-left: 0px;padding: 0px;max-width: 100%\">6.&nbsp;<\/span><\/strong><span style=\"margin-top: 0px;margin-right: 0px;margin-left: 0px;padding: 0px;max-width: 100%;text-decoration: underline\"><strong style=\"margin-top: 0px;margin-right: 0px;margin-left: 0px;padding: 0px;max-width: 100%\"><span style=\"margin-top: 0px;margin-right: 0px;margin-left: 0px;padding: 0px;max-width: 100%\"><a class=\"normal_text_link\" target=\"_blank\" style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247710237&amp;idx=3&amp;sn=58ef1bd72e608f0778d03e8f271520c6&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u63a2\u7d22\u8005\u8ba1\u5212 | \u96c6\u667a\u4ff1\u4e50\u90e82025\u5185\u5bb9\u56e2\u961f\u62db\u52df\uff08\u5168\u804c&amp;\u517c\u804c\uff09<\/a><\/span><\/strong><\/span><\/p>\n<p style=\"margin: 0px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px\"><span style=\"margin:0px;padding:0px;max-width:100%\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong data-pm-slice=\"0 0 []\" style=\"margin:0px;padding:0px;max-width:100%;, Arial, sans-serif;font-size:14px;font-style:normal;text-align:justify;text-indent:0px;text-transform:none;letter-spacing:0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"text-decoration: none\">7.<\/span><\/span><\/strong><\/strong><\/span><span style=\"margin:0px;padding:0px;max-width:100%\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong data-pm-slice=\"0 0 []\" style=\"margin:0px;padding:0px;max-width:100%;, Arial, sans-serif;font-size:14px;font-style:normal;text-align:justify;text-indent:0px;text-transform:none;letter-spacing:0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"text-decoration: none\">&nbsp;<\/span><\/span><\/strong><\/strong><\/span><span style=\"margin: 0px;padding: 0px;max-width: 100%;text-decoration: underline\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong data-pm-slice=\"0 0 []\" style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;text-align: justify;text-indent: 0px;text-transform: none;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><a class=\"normal_text_link\" target=\"_blank\" style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247714367&amp;idx=1&amp;sn=a53ea91c122b2f82d5e0840d521d24a6&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u7cfb\u7edf\u79d1\u5b66\u524d\u6cbf\u5341\u8bb2\uff1a\u7406\u89e3\u81ea\u7136\u3001\u751f\u547d\u4e0e\u793e\u4f1a\u7684\u590d\u6742\u6027<\/span><\/a><\/span><\/strong><\/strong><\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 2em\"><span><br \/><\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 2em\" data-pm-slice=\"2 3 []\"><span><br \/><\/span><\/p>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 0px\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247715376&amp;idx=2&amp;sn=e9b6f441a1a3615be72bb0b60594c015&amp;scene=21#wechat_redirect\" data-itemshowtype=\"11\" target=\"_blank\" data-linktype=\"1\" rel=\"noopener noreferrer\"><span style=\"width:100%\" class=\"js_jump_icon h5_image_link\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"0.4685185185185185\" data-s=\"300,640\" data-type=\"jpeg\" data-w=\"1080\" style=\"width: 100%\" data-backw=\"562\" data-backh=\"263\" data-imgfileid=\"100232693\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-76d6ccbff104d8ea2f1201406559067b-23.jpeg\" \/><\/span><\/a><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 2em\"><span><br \/><\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 2em\"><span><br \/><\/span><\/p>\n<section style=\"margin-bottom: 0px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 2em;margin-left: 0px;margin-right: 0px\"><span style=\"text-indent: 0em;font-family: PingFangSC-light;font-size: 15px;font-weight: 700;letter-spacing: 0.544px;text-align: left\"><span>\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c<\/span><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\"><span data-pm-slice=\"0 0 []\" style=\"margin: 0px;padding: 0px;max-width: 100%;font-family: PingFangSC-light;font-size: 15px;font-style: normal;font-weight: 700;letter-spacing: 0.544px;text-align: left;text-indent: 0px;text-transform: none;float: none\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">\u62a5\u540d\u7cfb\u5217\u7814\u8ba8\u4f1a<\/span><\/span><\/span><\/span><\/strong><\/span><\/span><\/section>\n<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6458\u8981 \u4eba\u5de5\u667a\u80fd\u7684\u8fdb\u6b65\u6b63\u5728\u6539\u53d8\u79d1\u5b66\u53d1\u73b0\u7684\u65b9\u5f0f\uff0c\u7136\u800c\u7a7a\u95f4\u751f\u7269\u5b66\u8fd9\u4e00\u89e3\u6790\u7ec4\u7ec7\u5185\u5206\u5b50\u7ed3\u6784\u7684\u9886\u57df\u4ecd\u53d7\u5236\u4e8e\u52b3\u52a8\u5bc6\u96c6\u578b\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002\u5728\u6b64\uff0c\u6211\u4eec\u63a8\u51fa\u4e86 SpatialAgent\uff0c\u8fd9\u662f\u4e00\u6b3e\u4e13\u4e3a\u7a7a\u95f4\u751f\u7269\u5b66\u7814\u7a76\u6253\u9020\u7684\u5b8c\u5168\u81ea\u4e3b\u7684\u4eba\u5de5\u667a\u80fd\u667a\u80fd\u4f53\u3002SpatialAgent 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