{"id":42165,"date":"2025-06-06T18:25:39","date_gmt":"2025-06-06T10:25:39","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/42165.html"},"modified":"2025-06-06T18:25:39","modified_gmt":"2025-06-06T10:25:39","slug":"%e5%8d%95%e7%bb%86%e8%83%9e%e6%b3%a8%e9%87%8a%e5%89%8d%e6%b2%bf%ef%bc%9acassia-%e6%97%a0%e5%8f%82%e8%80%83%e3%80%81%e5%8f%af%e8%a7%a3%e9%87%8a%e3%80%81%e8%87%aa%e5%8a%a8%e5%8c%96","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/42165.html","title":{"rendered":"\u5355\u7ec6\u80de\u6ce8\u91ca\u524d\u6cbf\uff1aCASSIA\u2014\u2014\u65e0\u53c2\u8003\u3001\u53ef\u89e3\u91ca\u3001\u81ea\u52a8\u5316\u7ec6\u80de\u6ce8\u91ca\u7684\u5927\u8bed\u8a00\u6a21\u578b"},"content":{"rendered":"<p>\u7ec6\u80de\u7c7b\u578b\u6ce8\u91ca\u662f\u5355\u7ec6\u80deRNA-seq\u5206\u6790\u7684\u91cd\u8981\u6b65\u9aa4&#xff0c;\u76ee\u524d\u6709\u8bb8\u591a\u6ce8\u91ca\u65b9\u6cd5\u3002\u5927\u591a\u6570\u6ce8\u91ca\u65b9\u6cd5\u90fd\u9700\u8981\u8ba1\u7b97\u548c\u7279\u5b9a\u9886\u57df\u4e13\u4e1a\u77e5\u8bc6\u7684\u7ed3\u5408&#xff0c;\u800c\u4e14\u7ecf\u5e38\u4ea7\u751f\u4e0d\u4e00\u81f4\u7684\u7ed3\u679c&#xff0c;\u96be\u4ee5\u89e3\u91ca\u3002\u5927\u8bed\u8a00\u6a21\u578b\u6709\u53ef\u80fd\u5728\u51cf\u5c11\u4eba\u5de5\u8f93\u5165\u548c\u63d0\u9ad8\u51c6\u786e\u6027\u7684\u540c\u65f6\u6269\u5927\u53ef\u8bbf\u95ee\u6027&#xff0c;\u4f46\u73b0\u6709\u65b9\u6cd5\u5b58\u5728\u8fc7\u5ea6\u81ea\u4fe1\u3001\u5e7b\u89c9\u548c\u7f3a\u4e4f\u63a8\u7406\u7b49\u95ee\u9898\u3002<\/p>\n<p>2025\u5e744\u670818\u65e5&#xff0c;\u5a01\u65af\u5eb7\u8f9b\u5927\u5b66\u7814\u7a76\u56e2\u961f\u5728bioRxiv\u4e0a\u53d1\u8868\u4e86\u9898\u4e3a\u300aCASSIA: a multi-agent large language model for reference free, interpretable, and automated cell annotation of single-cell RNA-sequencing data\u300b\u7684\u7814\u7a76\u8bba\u6587&#xff0c;\u8be5\u8bba\u6587\u63d0\u51fa\u4e86\u4e00\u4e2ascRNA-seq\u7ec6\u80de\u6ce8\u91ca\u6a21\u578b\u2014\u2014CASSIA\u3002CASSIA\u53ef\u5bf9\u5355\u7ec6\u80deRNA\u6d4b\u5e8f\u6570\u636e\u8fdb\u884c\u81ea\u52a8\u3001\u51c6\u786e\u548c\u53ef\u89e3\u91ca\u7684\u7ec6\u80de\u6ce8\u91ca\u3002\u5bf9970\u591a\u79cd\u7ec6\u80de\u7c7b\u578b\u7684\u5206\u6790\u8868\u660e&#xff0c;CASSIA\u5c06\u57fa\u51c6\u6570\u636e\u96c6\u4ee5\u53ca\u590d\u6742\u548c\u7f55\u89c1\u7ec6\u80de\u7fa4\u7684\u6ce8\u91ca\u51c6\u786e\u6027\u63d0\u9ad8\u4e8620%\u4ee5\u4e0a&#xff0c;\u8fd8\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u63a8\u7406\u548c\u8d28\u91cf\u8bc4\u4f30&#xff0c;\u4ee5\u786e\u4fdd\u53ef\u89e3\u91ca\u6027\u3001\u9632\u6b62\u5e7b\u89c9\u548c\u6821\u51c6\u7f6e\u4fe1\u5ea6\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/06\/20250606102537-6842c22166adb.png\" \/><\/p>\n<p>\u4e00\u3001\u95ee\u9898\u80cc\u666f<\/p>\n<ul>\n<li>\n<p>\u5355\u7ec6\u80de\u6ce8\u91ca\u7684\u6311\u6218&#xff1a;\u5355\u7ec6\u80deRNA\u6d4b\u5e8f&#xff08;scRNA-seq&#xff09;\u5206\u6790\u4e2d&#xff0c;\u7ec6\u80de\u7c7b\u578b\u6ce8\u91ca\u662f\u5173\u952e\u6b65\u9aa4&#xff0c;\u4f46\u73b0\u6709\u65b9\u6cd5&#xff08;\u57fa\u4e8e\u53c2\u8003\/\u65e0\u53c2\u8003&#xff09;\u9700\u4e13\u4e1a\u77e5\u8bc6\u548c\u4eba\u5de5\u5e72\u9884&#xff0c;\u4e14\u7ed3\u679c\u4e0d\u4e00\u81f4\u3001\u96be\u89e3\u91ca\u3002<\/p>\n<\/li>\n<\/ul>\n<ul>\n<li>\n<p>LLM\u7684\u5c40\u9650\u6027&#xff1a;\u73b0\u6709LLM\u65b9\u6cd5&#xff08;\u5982GPTCelltype&#xff09;\u5b58\u5728\u5e7b\u89c9&#xff08;hallucination&#xff09;\u3001\u8fc7\u5ea6\u81ea\u4fe1\u548c\u7f3a\u4e4f\u63a8\u7406\u8fc7\u7a0b\u7684\u95ee\u9898&#xff0c;\u65e0\u6cd5\u63d0\u4f9b\u8d28\u91cf\u8bc4\u4f30\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u4e8c\u3001\u89e3\u51b3\u65b9\u6cd5<\/p>\n<p>\u00a0 \u00a0 \u4e3a\u4e86\u89e3\u51b3\u4e0a\u8ff0\u95ee\u9898&#xff0c;\u4f5c\u8005\u63d0\u51fa\u4e86CASSIA\u6846\u67b6&#xff0c;\u8be5\u6846\u67b6\u5305\u62ec\u591a\u667a\u80fd\u4f53LLM\u7cfb\u7edf\u548c\u53ef\u9009\u667a\u80fd\u4f53\u4e24\u5927\u6a21\u5757\u3002<\/p>\n<p>1. \u591a\u667a\u80fd\u4f53LLM\u7cfb\u7edf&#xff1a;5\u4e2a\u6838\u5fc3\u667a\u80fd\u4f53\u534f\u540c\u5de5\u4f5c<\/p>\n<ul>\n<li>\n<p>\u6ce8\u91ca\u667a\u80fd\u4f53&#xff08;Annotator&#xff09;&#xff1a;\u57fa\u4e8e\u6807\u8bb0\u57fa\u56e0\u9010\u6b65\u63a8\u7406\u7ec6\u80de\u7c7b\u578b<\/p>\n<\/li>\n<li>\n<p>\u9a8c\u8bc1\u667a\u80fd\u4f53&#xff08;Validator&#xff09;&#xff1a;\u8fed\u4ee3\u68c0\u67e5\u6807\u8bb0-\u7ec6\u80de\u7c7b\u578b\u4e00\u81f4\u6027&#xff08;\u22643\u8f6e&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u683c\u5f0f\u5316\u667a\u80fd\u4f53&#xff08;Formatter&#xff09;&#xff1a;\u63d0\u53d6\u7ed3\u6784\u5316\u7ed3\u679c<\/p>\n<\/li>\n<li>\n<p>\u8bc4\u5206\u667a\u80fd\u4f53&#xff08;Scorer&#xff09;&#xff1a;\u751f\u6210\u8d28\u91cf\u5206\u6570&#xff08;0-100%&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u62a5\u544a\u667a\u80fd\u4f53&#xff08;Reporter&#xff09;&#xff1a;\u8f93\u51fa\u53ef\u89e3\u91ca\u7684HTML\u62a5\u544a<\/p>\n<\/li>\n<\/ul>\n<p>2. \u53ef\u9009\u667a\u80fd\u4f53<\/p>\n<ul>\n<li>\n<p>RAG\u667a\u80fd\u4f53&#xff1a;\u6574\u5408\u5916\u90e8\u77e5\u8bc6\u5e93&#xff08;\u5982CellMarker\u3001\u672c\u4f53\u8bba&#xff09;\u63d0\u5347\u590d\u6742\u7ec4\u7ec7\u6ce8\u91ca<\/p>\n<\/li>\n<li>\n<p>\u6ce8\u91ca\u589e\u5f3a\u667a\u80fd\u4f53&#xff08;Annotation Boost&#xff09;&#xff1a;\u4f18\u5316\u4f4e\u8d28\u91cf\u5206\u6570&#xff08;&lt;75%&#xff09;\u7684\u6ce8\u91ca<\/p>\n<\/li>\n<li>\n<p>\u5b50\u805a\u7c7b\u667a\u80fd\u4f53&#xff08;Subclustering&#xff09;&#xff1a;\u8bc6\u522b\u6df7\u5408\u7ec6\u80de\u7fa4<\/p>\n<\/li>\n<\/ul>\n<p>\u4e09\u3001\u5173\u952e\u8bbe\u8ba1\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n<p>1. \u625b\u5e7b\u89c9\u673a\u5236<\/p>\n<ul>\n<li>\n<p>\u63a8\u7406\u94fe\u63d0\u793a&#xff08;Chain-of-Thought&#xff09;&#xff1a;\u5f3a\u5236\u6a21\u578b\u6a21\u62df\u4e13\u4e1a\u751f\u7269\u4fe1\u606f\u5b66\u5bb6\u5206\u6790\u6d41\u7a0b<\/p>\n<\/li>\n<li>\n<p>\u89d2\u8272\u626e\u6f14\u63d0\u793a&#xff1a;&#034;\u60a8\u662f\u5355\u7ec6\u80deRNA\u6d4b\u5e8f\u4e13\u5bb6&#xff0c;\u82e5\u5206\u6790\u51fa\u8272\u5c06\u83b71\u4e07\u7f8e\u5143\u5956\u52b1&#034;<\/p>\n<\/li>\n<li>\n<p>\u4e09\u91cd\u9a8c\u8bc1\u5faa\u73af&#xff1a;\u6ce8\u91ca\u4e0e\u9a8c\u8bc1\u667a\u80fd\u4f53\u8fed\u4ee3\u4ea4\u4e92&#xff0c;\u786e\u4fdd\u903b\u8f91\u4e00\u81f4\u6027<\/p>\n<\/li>\n<\/ul>\n<p>2. \u8d28\u91cf\u8bc4\u4f30\u4f53\u7cfb<\/p>\n<ul>\n<li>\n<p>\u8d28\u91cf\u5206\u6570&#xff08;Quality Score&#xff09;&#xff1a;\u57fa\u4e8e\u79d1\u5b66\u51c6\u786e\u6027\u548c\u6807\u8bb0\u5e73\u8861\u6027<\/p>\n<\/li>\n<li>\n<p>\u5171\u8bc6\u76f8\u4f3c\u6027\u5206\u6570&#xff08;CS Score&#xff09;&#xff1a;\u901a\u8fc7\u591a\u6b21\u8fd0\u884c\u8ba1\u7b97\u4e00\u81f4\u6027&#xff0c;\u6709\u6548\u8bc6\u522b\u9519\u8bef\u6ce8\u91ca<\/p>\n<\/li>\n<\/ul>\n<p>3. \u6027\u80fd\u4f18\u5316<\/p>\n<ul>\n<li>\n<p>\u6807\u8bb0\u57fa\u56e0\u6570\u91cf&#xff1a;50\u4e2a\u6807\u8bb0\u57fa\u56e0\u5b9e\u73b0\u7cbe\u5ea6\u4e0e\u6548\u7387\u6700\u4f18\u5e73\u8861<\/p>\n<\/li>\n<li>\n<p>\u5e76\u884c\u8ba1\u7b97&#xff1a;Python concurrent_futures \u6a21\u5757\u52a0\u901f&#xff0c;8\u6838CPU\u5904\u740620\u4e2a\u7ec6\u80de\u7fa4\u4ec5\u97002\u5206\u949f<\/p>\n<\/li>\n<li>\n<p>\u8de8\u6a21\u578b\u517c\u5bb9\u6027&#xff1a;\u652f\u6301GPT-4o&#xff08;\u9ed8\u8ba4&#xff09;\u3001Claude 3.5&#xff08;\u9ad8\u7cbe\u5ea6&#xff09;\u3001LLaMA3.2&#xff08;\u4f4e\u6210\u672c&#xff09;<\/p>\n<\/li>\n<\/ul>\n<p>\u56db\u3001\u7814\u7a76\u7ed3\u679c<\/p>\n<p>1. \u4f7f\u7528\u57fa\u51c6\u6570\u636e\u96c6\u8bc4\u4f30\u6ce8\u91ca\u7ed3\u679c\u51c6\u786e\u6027<\/p>\n<p>\u00a0 \u00a0 \u4f7f\u7528\u5305\u542b\u91d1\u6807\u51c6\u6ce8\u91ca\u76848\u4e2a\u6570\u636e\u96c6\u8bc4\u4f30CASSIA\u548c\u5176\u4f596\u4e2a\u6ce8\u91ca\u65b9\u6cd5\u7684\u51c6\u786e\u6027&#xff0c;\u6839\u636e\u6ce8\u91ca\u4e0e\u53c2\u8003\u6ce8\u91ca\u7684\u5206\u7c7b\u8ddd\u79bb\u5c06\u6ce8\u91ca\u7ed3\u679c\u5206\u4e3a\u5b8c\u5168\u6b63\u786e\u3001\u90e8\u5206\u6b63\u786e\u6216\u4e0d\u6b63\u786e\u3002\u7ed3\u679c\u663e\u793a&#xff0c;\u5728\u57fa\u51c6\u6570\u636e\u96c6\u4e0a&#xff0c;\u4e0e\u73b0\u6709\u65b9\u6cd5\u76f8\u6bd4&#xff0c;CASSIA\u5c06\u5b8c\u5168\u6b63\u786e\u7684\u6ce8\u91ca\u63d0\u9ad8\u4e8612-41%&#xff0c;\u4e0e\u6b21\u4f18\u65b9\u6cd5\u76f8\u6bd4&#xff0c;\u7efc\u5408\u6b63\u786e\u6ce8\u91ca&#xff08;\u5b8c\u5168\u6b63\u786e\u6216\u90e8\u5206\u6b63\u786e&#xff09;\u63d0\u9ad8\u4e869-29%\u3002\u6240\u6709\u6ce8\u91ca\u7684\u5e73\u5747\u6027\u80fd\u8868\u660e&#xff0c;CASSIA\u5728\u5927\u591a\u6570\u6570\u636e\u96c6\u4e0a\u7684\u6ce8\u91ca\u51c6\u786e\u7387\u63d0\u9ad8\u4e8620%\u4ee5\u4e0a\u3002<\/p>\n<p>\u00a0<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/06\/20250606102537-6842c2217dd72.png\" \/><\/p>\n<p>2. \u4f7f\u7528\u590d\u6742\u6570\u636e\u96c6\u8bc4\u4f30\u6ce8\u91ca\u51c6\u786e\u6027<\/p>\n<p>\u00a0 \u00a0 \u4f7f\u7528\u6765\u81ea\u764c\u75c7\u751f\u7269\u5b66\u3001\u514d\u75ab\u5b66\u548c\u975e\u6a21\u5f0f\u751f\u7269\u7684\u6570\u636e\u96c6&#xff0c;\u7cfb\u7edf\u6027\u8bc4\u4f30CASSIA\u5728\u66f4\u4e13\u4e1a\u7684\u751f\u7269\u73af\u5883\u4e2d\u7684\u6027\u80fd&#xff0c;\u53d1\u73b0CASSIA\u5728\u5404\u7c7b\u6ce8\u91ca\u590d\u6742\u7684\u751f\u7269\u6570\u636e\u96c6\u4e2d\u663e\u8457\u4f18\u4e8e\u7ade\u4e89\u5bf9\u624b\u7684\u65b9\u6cd5\u3002\u4f8b\u5982&#xff0c;\u5728\u764c\u75c7\u8f6c\u79fb\u4fe1\u53f7\u7684\u8bc6\u522b\u4efb\u52a1\u4e2d&#xff0c;CASSIA \u662f\u552f\u4e00\u4e00\u4e2a\u7cbe\u51c6\u8bc6\u522b\u6240\u6709\u4fe1\u53f7\u7684\u65b9\u6cd5&#xff1b;\u5728\u7a00\u6709\u7684\u9ca8\u9c7c\u5355\u7ec6\u80de\u6570\u636e\u96c6\u4e2d&#xff0c;\u5176\u6027\u80fd\u8f83 GPTcelltype \u63d0\u5347\u8fd170%\u3002<\/p>\n<p>\u00a0<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/06\/20250606102537-6842c22193797.png\" \/><\/p>\n<p>3. CASSIA\u901a\u8fc7\u7ed3\u6784\u5316\u5206\u6790\u62a5\u544a\u63d0\u9ad8\u7ed3\u679c\u53ef\u89e3\u91ca\u6027<\/p>\n<p>\u00a0 \u00a0 \u9664\u4e86\u51c6\u786e\u6027\u548c\u7a33\u5065\u6027&#xff0c;CASSIA\u8fd8\u901a\u8fc7\u7ed3\u6784\u5316\u5206\u6790\u62a5\u544a\u63d0\u4f9b\u53ef\u89e3\u91ca\u7684\u7ed3\u679c&#xff0c;\u8fd9\u4e9b\u62a5\u544a\u8bb0\u5f55\u4e86CASSIA\u4ece\u529f\u80fd\u6807\u8bb0\u8bc4\u4f30\u5230\u7ec6\u80de\u7c7b\u578b\u6807\u8bb0\u9274\u5b9a\u548c\u6570\u636e\u5e93\u9a8c\u8bc1\u7684\u63a8\u7406\u8fc7\u7a0b\u3002\u56fe3\u663e\u793aCASSIA\u5206\u6790\u4e86\u4e00\u4e2a\u7ed3\u76f4\u80a0\u764c\u7fa4&#xff0c;\u5c06\u5176\u8bc6\u522b\u4e3a\u5177\u6709\u4e3b\u8981\u7ed3\u76f4\u80a0\u764c\u8868\u578b\u7684\u80a0\u4e0a\u76ae\u7ec6\u80de\u3002\u6bcf\u4e2a\u6ce8\u91ca\u90fd\u5305\u62ec\u9a8c\u8bc1\u6b65\u9aa4&#xff0c;\u5305\u62ec\u6807\u8bb0\u7269\u4e00\u81f4\u6027\u68c0\u67e5\u548c\u901a\u8def\u9a8c\u8bc1&#xff0c;\u4ee5\u53ca\u7f6e\u4fe1\u5ea6\u8bc4\u5206\u3002\u8fd9\u4e00\u900f\u660e\u7684\u8fc7\u7a0b\u4f7f\u7814\u7a76\u4eba\u5458\u80fd\u591f\u4e86\u89e3\u6ce8\u91ca\u7684\u4f9d\u636e\u5e76\u8bc4\u4f30\u5176\u53ef\u9760\u6027\u3002<\/p>\n<p>\u00a0<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/06\/20250606102537-6842c221a8609.png\" \/><\/p>\n<p>4. CASSIA\u63d0\u4f9b\u5f3a\u5927\u7684\u7279\u5b9a\u4e8e\u6ce8\u91ca\u7684\u8d28\u91cf\u5206\u6570<\/p>\n<p>\u00a0 \u00a0 LLM\u6a21\u578b\u867d\u7136\u51c6\u786e&#xff0c;\u4f46\u7ecf\u5e38\u4f1a\u4ea7\u751f\u5e7b\u89c9&#xff0c;\u4e3a\u4e86\u89c4\u907f\u8fd9\u4e00\u95ee\u9898&#xff0c;CASSIA\u4e3a\u6ce8\u91ca\u7ed3\u679c\u62a5\u544a\u8d28\u91cf\u5206\u6570&#xff0c;\u4ece\u800c\u5141\u8bb8\u7528\u6237\u6839\u636e\u8d28\u91cf\u5206\u6570\u62a5\u544a\u533a\u5206\u5e7b\u89c9\/\u4f4e\u8d28\u91cf\u6ce8\u91ca\u548c\u9ad8\u8d28\u91cf\u6ce8\u91ca\u3002<\/p>\n<p>\u00a0<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/06\/20250606102537-6842c221bd638.png\" \/><\/p>\n<p>\u00a0 \u00a0 \u4e3a\u4e86\u8fdb\u4e00\u6b65\u8bc4\u4f30CASSIA\u7684\u8d28\u91cf\u8bc4\u4f30\u6846\u67b6&#xff0c;\u4f5c\u8005\u8bc4\u4f30\u4e86\u8d28\u91cf\u5f97\u5206\u8f83\u4f4e\u7684\u7ec6\u80de\u7c7b\u578b&#xff0c;\u4ee5\u53ca\u4e0e\u91d1\u6807\u51c6\u6ce8\u91ca\u76f8\u77db\u76fe\u4f46\u8d28\u91cf\u5f97\u5206\u8f83\u9ad8\u7684\u7ec6\u80de\u7c7b\u578b\u3002\u7ed3\u679c\u663e\u793a&#xff0c;CASSIA\u7684\u8d28\u91cf\u8bc4\u4f30\u6846\u67b6\u53ef\u8bc6\u522b\u91d1\u6807\u51c6\u6ce8\u91ca\u9519\u8bef&#xff0c;\u52a0\u5165\u7684RAG\u667a\u80fd\u4f53\u53ef\u589e\u5f3a\u5177\u6709\u6311\u6218\u6027\u7684\u7ec6\u80de\u7c7b\u578b\u7684\u6ce8\u91ca\u6027\u80fd\u3002<\/p>\n<p>\u00a0<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/06\/20250606102538-6842c22204132.png\" \/><\/p>\n<p>\u4e94\u3001\u5de5\u5177\u53ef\u7528\u6027<\/p>\n<ul>\n<li>\n<p>\u5f00\u6e90\u5730\u5740&#xff1a;https:\/\/github.com\/ElliotXie\/CASSIA22<\/p>\n<\/li>\n<li>\n<p>\u90e8\u7f72\u5f62\u5f0f<\/p>\n<ul>\n<li>\n<p>R\u5305<\/p>\n<\/li>\n<li>\n<p>Python\u5305<\/p>\n<\/li>\n<li>\n<p>Web&#xff1a;https:\/\/www.cassiacell.com<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u8bb8\u53ef\u8bc1&#xff1a;MIT<\/p>\n<\/li>\n<li>\n<p>\u6210\u672c&#xff1a;\u9ed8\u8ba4GPT-4o\u6a21\u578b\u7ea6$0.02\/\u6b21\u6ce8\u91ca<\/p>\n<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb1.5k\u6b21\uff0c\u70b9\u8d5e12\u6b21\uff0c\u6536\u85cf8\u6b21\u3002\u4f7f\u7528\u5305\u542b\u91d1\u6807\u51c6\u6ce8\u91ca\u76848\u4e2a\u6570\u636e\u96c6\u8bc4\u4f30CASSIA\u548c\u5176\u4f596\u4e2a\u6ce8\u91ca\u65b9\u6cd5\u7684\u51c6\u786e\u6027\uff0c\u6839\u636e\u6ce8\u91ca\u4e0e\u53c2\u8003\u6ce8\u91ca\u7684\u5206\u7c7b\u8ddd\u79bb\u5c06\u6ce8\u91ca\u7ed3\u679c\u5206\u4e3a\u5b8c\u5168\u6b63\u786e\u3001\u90e8\u5206\u6b63\u786e\u6216\u4e0d\u6b63\u786e\u3002\u7ed3\u679c\u663e\u793a\uff0c\u5728\u57fa\u51c6\u6570\u636e\u96c6\u4e0a\uff0c\u4e0e\u73b0\u6709\u65b9\u6cd5\u76f8\u6bd4\uff0cCASSIA\u5c06\u5b8c\u5168\u6b63\u786e\u7684\u6ce8\u91ca\u63d0\u9ad8\u4e8612-41%\uff0c\u4e0e\u6b21\u4f18\u65b9\u6cd5\u76f8\u6bd4\uff0c\u7efc\u5408\u6b63\u786e\u6ce8\u91ca\uff08\u5b8c\u5168\u6b63\u786e\u6216\u90e8\u5206\u6b63\u786e\uff09\u63d0\u9ad8\u4e869-29%\u3002\u5355\u7ec6\u80de\u6ce8\u91ca\u7684\u6311\u6218\uff1a\u5355\u7ec6\u80deRNA\u6d4b\u5e8f\uff08scRNA-seq\uff09\u5206\u6790\u4e2d\uff0c\u7ec6\u80de\u7c7b\u578b\u6ce8\u91ca\u662f\u5173\u952e\u6b65\u9aa4\uff0c\u4f46\u73b0\u6709\u65b9\u6cd5\uff08\u57fa\u4e8e\u53c2\u8003\/\u65e0\u53c2\u8003\uff09\u9700\u4e13\u4e1a\u77e5\u8bc6\u548c\u4eba\u5de5\u5e72\u9884\uff0c\u4e14\u7ed3\u679c\u4e0d\u4e00\u81f4\u3001\u96be\u89e3\u91ca\u3002<\/p>\n","protected":false},"author":2,"featured_media":42159,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[395,51,44],"topic":[],"class_list":["post-42165","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-395","tag-51","tag-44"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - 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