{"id":40827,"date":"2026-02-05T21:06:09","date_gmt":"2026-02-05T13:06:09","guid":{"rendered":"https:\/\/17aitech.com\/?p=40827"},"modified":"2026-02-05T21:06:09","modified_gmt":"2026-02-05T13:06:09","slug":"%e6%b8%af%e5%a4%a7%e5%bc%a0%e6%b8%85%e9%b9%8f-nature-%e5%ad%90%e5%88%8a%e6%9c%80%e6%96%b0%e7%a0%94%e7%a9%b6%ef%bc%9aai-%e7%bb%93%e5%90%88%e8%a1%80%e6%b6%b2%e5%a4%9a%e7%bb%84%e5%ad%a6%ef%bc%8c%e6%8f%90","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40827","title":{"rendered":"\u6e2f\u5927\u5f20\u6e05\u9e4f Nature \u5b50\u520a\u6700\u65b0\u7814\u7a76\uff1aAI \u7ed3\u5408\u8840\u6db2\u591a\u7ec4\u5b66\uff0c\u63d0\u524d 15 \u5e74\u9884\u6d4b\u5fc3\u8840\u7ba1\u75be\u75c5\u98ce\u9669"},"content":{"rendered":"<p>\u5728\u5fc3\u8840\u7ba1\u75be\u75c5\u9884\u9632\u4e2d\uff0c\u4e00\u4e2a\u957f\u671f\u5b58\u5728\u7684\u96be\u9898\u662f\uff1a\u8bb8\u591a\u75be\u75c5\u5728\u53d1\u75c5\u524d\u5df2\u5728\u4f53\u5185\u6f5c\u4f0f\u591a\u5e74\uff0c\u4f46\u8981\u5728\u65e9\u671f\u51c6\u786e\u5224\u65ad\u4e00\u4e2a\u4eba\u672a\u6765\u662f\u5426\u4f1a\u540c\u65f6\u9762\u4e34\u591a\u79cd\u5fc3\u8840\u7ba1\u75be\u75c5\u98ce\u9669\uff0c\u5e76\u4e0d\u5bb9\u6613\u3002<\/p>\n<p>\u4ee5\u5f80\u7684\u98ce\u9669\u8bc4\u4f30\u4e3b\u8981\u4f9d\u8d56\u5e74\u9f84\u3001\u8840\u538b\u3001\u8840\u8102\u7b49\u5e38\u89c4\u4e34\u5e8a\u6307\u6807\uff0c\u6216\u591a\u57fa\u56e0\u9057\u4f20\u98ce\u9669\u8bc4\u5206\u3002\u7136\u800c\u5fc3\u8840\u7ba1\u75be\u75c5\u5f80\u5f80\u662f\u4e00\u4e2a\u957f\u671f\u6f14\u53d8\u3001\u53ef\u80fd\u540c\u65f6\u51fa\u73b0\u591a\u79cd\u7ed3\u5c40\u7684\u8fc7\u7a0b\uff0c\u5355\u4e00\u6307\u6807\u6216\u9488\u5bf9\u5355\u4e00\u75be\u75c5\u7684\u9884\u6d4b\u65b9\u5f0f\uff0c\u5f88\u96be\u5168\u9762\u53cd\u6620\u771f\u5b9e\u98ce\u9669\u3002<\/p>\n<p>\u968f\u7740\u5927\u89c4\u6a21\u4eba\u7fa4\u961f\u5217\u548c\u9ad8\u901a\u91cf\u5206\u5b50\u68c0\u6d4b\u6280\u672f\u7684\u53d1\u5c55\uff0c\u7814\u7a76\u8005\u53d1\u73b0\u8840\u6db2\u4e2d\u7684\u86cb\u767d\u8d28\u548c\u4ee3\u8c22\u7269\u80fd\u591f\u66f4\u76f4\u63a5\u5730\u53cd\u6620\u8eab\u4f53\u5f53\u524d\u7684\u751f\u7406\u72b6\u6001\u4ee5\u53ca\u75be\u75c5\u8fdb\u7a0b\u3002\u8fd9\u4e9b\u5206\u5b50\u4fe1\u53f7\u4e0d\u4ec5\u53d7\u5230\u9057\u4f20\u56e0\u7d20\u5f71\u54cd\uff0c\u4e5f\u4f1a\u968f\u73af\u5883\u548c\u751f\u6d3b\u65b9\u5f0f\u53d8\u5316\uff0c\u4e3a\u957f\u671f\u98ce\u9669\u8bc4\u4f30\u63d0\u4f9b\u4e86\u65b0\u7684\u4fe1\u606f\u6765\u6e90\u3002<\/p>\n<p>\u5728\u6b64\u80cc\u666f\u4e0b\uff0c\u7531\u9999\u6e2f\u5927\u5b66\u6570\u636e\u79d1\u5b66\u7814\u7a76\u9662\u53ca\u836f\u7406\u4e0e\u836f\u5242\u5b66\u7cfb\u526f\u6559\u6388\u5f20\u6e05\u9e4f\u9886\u8854\u7684\u7814\u7a76\u56e2\u961f\uff0c\u57fa\u4e8e UK Biobank \u5927\u89c4\u6a21\u524d\u77bb\u6027\u4eba\u7fa4\u6570\u636e\uff0c\u5f00\u5c55\u4e86\u4e00\u9879\u591a\u7ec4\u5b66\u4fe1\u606f\u4e0e\u4eba\u5de5\u667a\u80fd\u76f8\u7ed3\u5408\u7684\u7814\u7a76\u3002<\/p>\n<p>\u7814\u7a76\u56e2\u961f\u4e0d\u518d\u5c40\u9650\u4e8e\u201c\u4e00\u75c5\u4e00\u6a21\u578b\u201d\u7684\u601d\u8def\uff0c\u800c\u662f\u5c06\u86cb\u767d\u7ec4\u548c\u4ee3\u8c22\u7ec4\u4fe1\u606f\u7eb3\u5165\u7edf\u4e00\u6846\u67b6\uff0c\u540c\u65f6\u8bc4\u4f30\u591a\u79cd\u5fc3\u8840\u7ba1\u75be\u75c5\u7684\u957f\u671f\u98ce\u9669\u3002\u76f8\u5173\u6210\u679c\u4ee5\u300aAI-based multiomics profiling reveals complementary omics contributions to personalized prediction of cardiovascular disease \u300b\u4e3a\u9898\u53d1\u8868\u4e8e Nature Communications\uff0c\u4e3a\u5fc3\u8840\u7ba1\u98ce\u9669\u7814\u7a76\u63d0\u4f9b\u4e86\u4e00\u79cd\u66f4\u6574\u4f53\u3001\u4e5f\u66f4\u8d34\u8fd1\u771f\u5b9e\u4eba\u7fa4\u7684\u7814\u7a76\u8def\u5f84\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-1dc68da348d5f8f791d635c6348d758a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-1dc68da348d5f8f791d635c6348d758a.png\"><\/a><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.nature.com\/articles\/s41467-026-68956-6<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span 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href=\"https:\/\/17aitech.com\/?p=40827\/#%E4%B8%80%E4%B8%AA%E5%8F%AF%E6%8C%81%E7%BB%AD%E6%89%A9%E5%B1%95%E7%9A%84%E5%BF%83%E8%A1%80%E7%AE%A1%E9%A3%8E%E9%99%A9%E8%AF%84%E4%BC%B0%E6%A8%A1%E5%9E%8B%E6%A1%86%E6%9E%B6\" >\u4e00\u4e2a\u53ef\u6301\u7eed\u6269\u5c55\u7684\u5fc3\u8840\u7ba1\u98ce\u9669\u8bc4\u4f30\u6a21\u578b\u6846\u67b6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/17aitech.com\/?p=40827\/#%E4%B8%BB%E8%A6%81%E4%BD%9C%E8%80%85\" >\u4e3b\u8981\u4f5c\u8005<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E7%94%A8%E8%A1%80%E6%B6%B2%E5%A4%9A%E7%BB%84%E5%AD%A6%E4%BF%A1%E6%81%AF%EF%BC%8C%E7%B3%BB%E7%BB%9F%E8%AF%84%E4%BC%B0%E5%A4%9A%E7%A7%8D%E5%BF%83%E8%A1%80%E7%AE%A1%E7%96%BE%E7%97%85%E9%A3%8E%E9%99%A9\"><\/span>\u7528\u8840\u6db2\u591a\u7ec4\u5b66\u4fe1\u606f\uff0c\u7cfb\u7edf\u8bc4\u4f30\u591a\u79cd\u5fc3\u8840\u7ba1\u75be\u75c5\u98ce\u9669<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8fd9\u9879\u7814\u7a76\u7684\u6838\u5fc3\u53d1\u73b0\u662f\uff1a\u5728\u4f20\u7edf\u4e34\u5e8a\u6307\u6807\u7684\u57fa\u7840\u4e0a\uff0c\u5f15\u5165\u8840\u6db2\u591a\u7ec4\u5b66\u4fe1\u606f\uff0c\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u5bf9\u5fc3\u8840\u7ba1\u75be\u75c5\u957f\u671f\u98ce\u9669\u7684\u9884\u6d4b\u80fd\u529b\uff0c\u800c\u4e14\u8fd9\u79cd\u63d0\u5347\u5728\u591a\u79cd\u5fc3\u8840\u7ba1\u75be\u75c5\u4e2d\u90fd\u8868\u73b0\u5f97\u7a33\u5b9a\u4e00\u81f4\u3002<\/p>\n<p>\u7814\u7a76\u57fa\u4e8e UK Biobank \u7684\u957f\u671f\u968f\u8bbf\u6570\u636e\uff0c\u91c7\u7528\u5206\u9636\u6bb5\u7684\u65b9\u5f0f\u6784\u5efa\u548c\u9a8c\u8bc1\u6a21\u578b\u3002\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86 CardiOmicScore \u6846\u67b6\uff0c\u5206\u522b\u5229\u7528\u8840\u6db2\u4e2d\u7684 2,920 \u79cd\u86cb\u767d\u8d28\u548c 168 \u79cd\u4ee3\u8c22\u7269\uff0c\u8bad\u7ec3\u4e86\u4e24\u7c7b\u4eba\u5de5\u667a\u80fd\u6a21\u578b\uff0c\u5e76\u7531\u6b64\u751f\u6210\u4e86\u4e24\u79cd\u75be\u75c5\u7279\u5f02\u6027\u98ce\u9669\u8bc4\u5206\uff1a\u57fa\u4e8e\u86cb\u767d\u7ec4\u7684 ProScore \u548c\u57fa\u4e8e\u4ee3\u8c22\u7ec4\u7684 MetScore\u3002<\/p>\n<p>\u4e0e\u4f20\u7edf\u53ea\u9488\u5bf9\u5355\u4e00\u75be\u75c5\u6784\u5efa\u7684\u98ce\u9669\u8bc4\u5206\u4e0d\u540c\uff0c\u8fd9\u4e24\u79cd\u8bc4\u5206\u662f\u5728\u540c\u4e00\u6a21\u578b\u4e2d\u540c\u65f6\u7eb3\u5165\u591a\u79cd\u5fc3\u8840\u7ba1\u75be\u75c5\u8fdb\u884c\u8bad\u7ec3\uff0c\u7cfb\u7edf\u6027\u5730\u6355\u6349\u4e86\u591a\u79cd\u5fc3\u8840\u7ba1\u75be\u75c5\u4e4b\u95f4\u7684\u5171\u6027\u751f\u7269\u5b66\u7279\u5f81\u53ca\u5176\u5404\u81ea\u7684\u5206\u5b50\u5dee\u5f02\uff0c\u6700\u7ec8\u4f1a\u4e3a\u6bcf\u4e00\u79cd\u75be\u75c5\u5206\u522b\u751f\u6210\u5bf9\u5e94\u7684\u98ce\u9669\u8bc4\u5206\u3002\u5728\u968f\u540e\u7eb3\u5165\u7ea6 2.4 \u4e07\u540d\u57fa\u7ebf\u65f6\u672a\u60a3\u5fc3\u8840\u7ba1\u75be\u75c5\u7684\u9a8c\u8bc1\u4eba\u7fa4\u4e2d\uff0c\u7814\u7a76\u8005\u7cfb\u7edf\u8bc4\u4f30\u4e86\u8fd9\u4e9b\u98ce\u9669\u8bc4\u5206\u7684\u9884\u6d4b\u6548\u679c\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-c9673919465df7682d0d90f0a3b50bfb.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-c9673919465df7682d0d90f0a3b50bfb.png\"><\/a><\/p>\n<p>\uff08\u56fe1. \u7814\u7a76\u8bbe\u8ba1\u4e0e\u5206\u6790\u6d41\u7a0b\u3002a. \u7814\u7a76\u4eba\u7fa4\uff1bb. \u6a21\u578b\u5f00\u53d1\u6d41\u7a0b\uff1bc. \u6a21\u578b\u6027\u80fd\u8bc4\u4f30\u3002\uff09<\/p>\n<p>\u7ed3\u679c\u663e\u793a\uff0c\u5373\u4f7f\u4e0d\u4f9d\u8d56\u4efb\u4f55\u4f20\u7edf\u4e34\u5e8a\u6307\u6807\uff0cProScore\u548cMetScore\u672c\u8eab\u5c31\u5df2\u7ecf\u5177\u5907\u8f83\u5f3a\u7684\u98ce\u9669\u8bc6\u522b\u80fd\u529b\uff0c\u80fd\u591f\u5728\u75be\u75c5\u53d1\u751f\u524d\u5341\u5e74\u4ee5\u4e0a\u53d1\u51fa\u9884\u8b66\u4fe1\u53f7\u3002\u5176\u4e2d\uff0c\u57fa\u4e8e\u86cb\u767d\u7ec4\u7684ProScore\u9884\u6d4b\u6548\u679c\u6700\u4e3a\u7a33\u5b9a\uff0c\u5176\u533a\u5206\u9ad8\u98ce\u9669\u4e0e\u4f4e\u98ce\u9669\u4eba\u7fa4\u7684\u80fd\u529b\uff08C-index\u57280.69-0.82\u4e4b\u95f4\uff09\u660e\u663e\u4f18\u4e8e\u591a\u57fa\u56e0\u98ce\u9669\u8bc4\u5206\uff08C-index\u57280.52-0.60\u4e4b\u95f4\uff09\uff0c\u5728\u90e8\u5206\u5fc3\u8840\u7ba1\u7ed3\u5c40\u4e2d\u63a5\u8fd1\u5e38\u7528\u7684\u4e34\u5e8a\u98ce\u9669\u6a21\u578b\u3002\u57fa\u4e8e\u4ee3\u8c22\u7ec4\u7684MetScore\u8868\u73b0\uff08C-index\u57280.64-0.74\u4e4b\u95f4\uff09\u7565\u5f31\u4e8eProScore\uff0c\u4f46\u6574\u4f53\u4ecd\u4f18\u4e8e\u591a\u57fa\u56e0\u98ce\u9669\u8bc4\u5206\u3002\u96f7\u5cf0\u7f51<\/p>\n<p>\u5728\u771f\u5b9e\u4eba\u7fa4\u4e2d\uff0c\u8fd9\u4e9b\u591a\u7ec4\u5b66\u8bc4\u5206\u4e5f\u80fd\u6e05\u6670\u533a\u5206\u4e0d\u540c\u98ce\u9669\u6c34\u5e73\uff0c\u8bc6\u522b\u51fa\u66f4\u5bb9\u6613\u53d1\u751f\u5fc3\u8840\u7ba1\u4e8b\u4ef6\u7684\u4e2a\u4f53\u3002\u65e0\u8bba\u662f\u86cb\u767d\u7ec4\u8fd8\u662f\u4ee3\u8c22\u7ec4\u8bc4\u5206\uff0c\u9ad8\u98ce\u9669\u4eba\u7fa4\u5728\u968f\u8bbf\u671f\u95f4\u53d1\u751f\u5fc3\u8840\u7ba1\u75be\u75c5\u7684\u6982\u7387\u59cb\u7ec8\u663e\u8457\u9ad8\u4e8e\u4f4e\u98ce\u9669\u4eba\u7fa4\uff0c\u800c\u4e14\u8fd9\u79cd\u5dee\u5f02\u5728\u516d\u79cd\u5fc3\u8840\u7ba1\u75be\u75c5\u4e2d\u5747\u4e00\u81f4\u5b58\u5728\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-6e915164d83b10533a7060aab1a44549.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-6e915164d83b10533a7060aab1a44549.png\"><\/a><\/p>\n<p>\uff08\u56fe2. MetScore \u4e0e ProScore \u5bf9\u5fc3\u8840\u7ba1\u75be\u75c5\u98ce\u9669\u7684\u533a\u5206\u80fd\u529b\u3002a. \u6309MetScore\u5206\u5c42\u7684\u751f\u5b58\u6982\u7387\uff1bb. \u6309ProScore\u5206\u5c42\u7684\u751f\u5b58\u6982\u7387\uff1bc. MetScore\u548cProScore\u4e0e\u5fc3\u8840\u7ba1\u75be\u75c5\u98ce\u9669\u7684\u5173\u8054\u5f3a\u5ea6\u3002\uff09<\/p>\n<p>\u8fdb\u4e00\u6b65\u5206\u6790\u53d1\u73b0\uff0c\u591a\u7ec4\u5b66\u4fe1\u606f\u5728\u73b0\u6709\u4e34\u5e8a\u8bc4\u4f30\u57fa\u7840\u4e0a\u80fd\u63d0\u4f9b\u989d\u5916\u4ef7\u503c\u3002\u65e0\u8bba\u6a21\u578b\u4e2d\u5df2\u5305\u542b\u591a\u5c11\u4e34\u5e8a\u4fe1\u606f\uff0c\u53ea\u8981\u52a0\u5165\u86cb\u767d\u7ec4\u6216\u4ee3\u8c22\u7ec4\u8bc4\u5206\uff0c\u9884\u6d4b\u6548\u679c\u90fd\u4f1a\u660e\u663e\u63d0\u5347\uff0c\u5176\u4e2d\u86cb\u767d\u7ec4\u8bc4\u5206\u5e26\u6765\u7684\u6539\u5584\u6700\u4e3a\u7a81\u51fa\uff0c\u4ee3\u8c22\u7ec4\u6b21\u4e4b\uff0c\u800c\u591a\u57fa\u56e0\u98ce\u9669\u8bc4\u5206\u7684\u63d0\u5347\u76f8\u5bf9\u6709\u9650\u3002\u8fd9\u8868\u660e\uff0c\u591a\u7ec4\u5b66\u4fe1\u53f7\u53cd\u6620\u7684\u662f\u4f20\u7edf\u4e34\u5e8a\u68c0\u67e5\u96be\u4ee5\u76f4\u63a5\u6355\u6349\u7684\u5206\u5b50\u5c42\u9762\u98ce\u9669\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-3e303a3938f976707fb8bd7cb11e1931.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-3e303a3938f976707fb8bd7cb11e1931.png\"><\/a><\/p>\n<p>\uff08\u56fe3. \u591a\u7ec4\u5b66\u4fe1\u606f\u5bf9\u5fc3\u8840\u7ba1\u75be\u75c5\u7684\u9884\u6d4b\u6027\u80fd\u3002a. \u6a21\u578b\u7684\u5224\u522b\u80fd\u529b\uff1bb. \u52a0\u5165\u591a\u7ec4\u5b66\u4fe1\u606f\u540e\u57fa\u7ebf\u4e34\u5e8a\u6a21\u578b\u9884\u6d4b\u6027\u80fd\u7684\u53d8\u5316\u3002\uff09<\/p>\n<p>\u4ece\u5b9e\u9645\u5e94\u7528\u89d2\u5ea6\u770b\uff0c\u52a0\u5165\u591a\u7ec4\u5b66\u4fe1\u606f\u540e\u7684\u6a21\u578b\u9884\u6d4b\u7ed3\u679c\u7a33\u5b9a\u53ef\u9760\uff0c\u9884\u6d4b\u98ce\u9669\u4e0e\u771f\u5b9e\u4e8b\u4ef6\u53d1\u751f\u7387\u9ad8\u5ea6\u4e00\u81f4\uff0c\u4e0d\u4f1a\u7cfb\u7edf\u6027\u9ad8\u4f30\u6216\u4f4e\u4f30\u98ce\u9669\u3002\u5728\u591a\u79cd\u6a21\u62df\u7684\u4e34\u5e8a\u51b3\u7b56\u573a\u666f\u4e2d\uff0c\u8fd9\u7c7b\u6a21\u578b\u663e\u793a\u51fa\u66f4\u9ad8\u7684\u6f5c\u5728\u6536\u76ca\uff0c\u6709\u671b\u5728\u51cf\u5c11\u4e0d\u5fc5\u8981\u5e72\u9884\u7684\u540c\u65f6\uff0c\u66f4\u65e9\u3001\u66f4\u51c6\u786e\u5730\u8bc6\u522b\u771f\u6b63\u7684\u9ad8\u98ce\u9669\u4eba\u7fa4\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-00b6c2d97f3cc339ada1f66a58936279.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-00b6c2d97f3cc339ada1f66a58936279.png\"><\/a><\/p>\n<p>\uff08\u56fe4. \u5fc3\u8840\u7ba1\u75be\u75c5\u9884\u6d4b\u6a21\u578b\u7684\u6821\u51c6\u80fd\u529b\u548c\u51c0\u6536\u76ca\u66f2\u7ebf\u3002a. \u6821\u51c6\u66f2\u7ebf\uff1bb. \u51c0\u6536\u76ca\u66f2\u7ebf\u3002\uff09<\/p>\n<p>\u4e3a\u4e86\u7406\u89e3\u6a21\u578b\u201c\u4e3a\u4ec0\u4e48\u8fd9\u6837\u9884\u6d4b\u201d\uff0c\u7814\u7a76\u8005\u901a\u8fc7 SHAP \u65b9\u6cd5\u8fdb\u4e00\u6b65\u5206\u6790\u4e86\u6a21\u578b\u6700\u4f9d\u8d56\u7684\u5206\u5b50\u7279\u5f81\u3002\u7ed3\u679c\u663e\u793a\uff0c\u4e00\u4e9b\u4e34\u5e8a\u4e0a\u65e9\u5df2\u719f\u77e5\u7684\u6307\u6807\u4ecd\u7136\u662f\u6838\u5fc3\u9884\u6d4b\u56e0\u5b50\uff0c\u4f8b\u5982\u4e0e\u5fc3\u810f\u8d1f\u8377\u76f8\u5173\u7684 NT-proBNP \u548c NPPB \u86cb\u767d\uff0c\u4ee5\u53ca\u53cd\u6620\u80be\u529f\u80fd\u548c\u8425\u517b\u72b6\u6001\u7684\u808c\u9150\u548c\u767d\u86cb\u767d\u3002<\/p>\n<p>\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u6a21\u578b\u8fd8\u8bc6\u522b\u51fa\u4e86\u4e00\u6279\u5177\u6709\u6f5c\u5728\u4ef7\u503c\u7684\u65b0\u578b\u751f\u7269\u6807\u5fd7\u7269\u3002\u5728\u86cb\u767d\u7ec4\u4e2d\uff0cGDF15\u3001MMP12\u3001FASLG \u548cNEFL \u663e\u793a\u51fa\u8f83\u5f3a\u7684\u9884\u6d4b\u80fd\u529b\uff1b\u5728\u4ee3\u8c22\u7ec4\u4e2d\uff0c\u8c37\u6c28\u9170\u80fa\u3001\u8102\u80aa\u9178\u3001\u7cd6\u86cb\u767d\u4e59\u9170\u57fa\uff08GlycA\uff09\u4ee5\u53ca\u591a\u79cd\u8102\u8d28\u76f8\u5173\u5206\u5b50\u540c\u6837\u5177\u6709\u91cd\u8981\u4f5c\u7528\u3002<\/p>\n<p>\u8fd9\u4e9b\u5206\u5b50\u5728\u4e0d\u540c\u5fc3\u8840\u7ba1\u75be\u75c5\u4e2d\u7684\u8868\u73b0\u5e76\u4e0d\u5b8c\u5168\u76f8\u540c\uff0c\u4e3a\u6df1\u5165\u7406\u89e3\u5fc3\u8840\u7ba1\u75be\u75c5\u7684\u590d\u6742\u5206\u5b50\u673a\u5236\uff0c\u4ee5\u53ca\u63a2\u7d22\u65b0\u7684\u5e72\u9884\u9776\u70b9\u63d0\u4f9b\u4e86\u7ebf\u7d22\u3002\u8fd9\u4e9b\u5206\u5b50\u7684\u4f5c\u7528\u6a21\u5f0f\uff0c\u4e0e\u5fc3\u808c\u5e94\u6fc0\u3001\u708e\u75c7\u53cd\u5e94\u548c\u4ee3\u8c22\u7d0a\u4e71\u7b49\u5df2\u77e5\u75c5\u7406\u8fc7\u7a0b\u9ad8\u5ea6\u4e00\u81f4\uff0c\u8bf4\u660e\u6a21\u578b\u786e\u5b9e\u6293\u4f4f\u4e86\u5fc3\u8840\u7ba1\u75be\u75c5\u7684\u5173\u952e\u751f\u7269\u5b66\u4fe1\u53f7\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-3dc6e99621c86c46ca993ebab22145f4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-3dc6e99621c86c46ca993ebab22145f4.png\"><\/a><\/p>\n<p>\uff08\u56fe5. \u5fc3\u8840\u7ba1\u75be\u75c5\u98ce\u9669\u9884\u6d4b\u4e2d\u5177\u6709\u4ee3\u8868\u6027\u7684\u5173\u952e\u4ee3\u8c22\u7269\u548c\u86cb\u767d\u8d28\u3002a. \u5173\u952e\u4ee3\u8c22\u7269\uff1bb. \u5173\u952e\u86cb\u767d\u8d28\u3002\uff09<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-f3be50a1f7b6c22c0ac36bf939d95798.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-f3be50a1f7b6c22c0ac36bf939d95798.png\"><\/a><\/p>\n<p>\uff08\u56fe6. \u4ee3\u8c22\u7269\u548c\u86cb\u767d\u8d28\u5728\u5fc3\u8840\u7ba1\u75be\u75c5\u98ce\u9669\u9884\u6d4b\u4e2d\u7684\u76f8\u5bf9\u8d21\u732e\u3002a. \u4ee3\u8c22\u7269\u7684\u9884\u6d4b\u8d21\u732e\uff1bb. \u86cb\u767d\u8d28\u7684\u9884\u6d4b\u8d21\u732e\u3002\uff09<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%9F%BA%E4%BA%8E%E5%A4%A7%E8%A7%84%E6%A8%A1%E4%BA%BA%E7%BE%A4%E6%95%B0%E6%8D%AE%E7%9A%84%E7%A0%94%E7%A9%B6%E8%AE%BE%E8%AE%A1%E4%B8%8E%E6%A8%A1%E5%9E%8B%E9%AA%8C%E8%AF%81\"><\/span>\u57fa\u4e8e\u5927\u89c4\u6a21\u4eba\u7fa4\u6570\u636e\u7684\u7814\u7a76\u8bbe\u8ba1\u4e0e\u6a21\u578b\u9a8c\u8bc1<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8fd9\u9879\u7814\u7a76\u4f9d\u6258 UK Biobank \u5927\u89c4\u6a21\u524d\u77bb\u6027\u961f\u5217\u5f00\u5c55\u3002\u7814\u7a76\u91c7\u7528\u4e86\u201c\u5148\u5f00\u53d1\u3001\u518d\u9a8c\u8bc1\u201d\u7684\u4e25\u8c28\u8bbe\u8ba1\uff1a\u9996\u5148\u5229\u7528\u53ea\u5305\u542b\u5355\u4e00\u7ec4\u5b66\u4fe1\u606f\u7684\u5927\u89c4\u6a21\u4eba\u7fa4\u6570\u636e\u8bad\u7ec3\u6a21\u578b\uff0c\u5176\u4e2d\u5305\u62ec\u7ea6 22 \u4e07\u540d\u5177\u6709\u4ee3\u8c22\u7ec4\u6570\u636e\u7684\u53c2\u4e0e\u8005\u548c\u7ea6 1.9 \u4e07\u540d\u5177\u6709\u86cb\u767d\u7ec4\u6570\u636e\u7684\u53c2\u4e0e\u8005\uff1b\u968f\u540e\uff0c\u518d\u5728\u4e00\u7ec4\u540c\u65f6\u5177\u5907\u9057\u4f20\u3001\u4ee3\u8c22\u548c\u86cb\u767d\u4fe1\u606f\u3001\u4e14\u57fa\u7ebf\u65f6\u6ca1\u6709\u5fc3\u8840\u7ba1\u75be\u75c5\u7684 2.4 \u4e07\u540d\u4e2a\u4f53\u4e2d\u8fdb\u884c\u72ec\u7acb\u9a8c\u8bc1\u3002\u8fd9\u4e9b\u4eba\u7fa4\u7684\u4e2d\u4f4d\u968f\u8bbf\u65f6\u95f4\u7ea6\u4e3a 15 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style=\"color:#FD5D3C\">(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span><\/p>\n<p>\u7814\u7a76\u91cd\u70b9\u5173\u6ce8\u4e86\u516d\u79cd\u5e38\u89c1\u4e14\u4e34\u5e8a\u8d1f\u62c5\u8f83\u91cd\u7684\u5fc3\u8840\u7ba1\u75be\u75c5\u3002\u6240\u6709\u75be\u75c5\u7ed3\u5c40\u5747\u901a\u8fc7\u533b\u9662\u4f4f\u9662\u8bb0\u5f55\u548c\u6b7b\u4ea1\u767b\u8bb0\u4fe1\u606f\u8fdb\u884c\u786e\u8ba4\uff0c\u786e\u4fdd\u4e86\u7ed3\u679c\u5224\u5b9a\u7684\u53ef\u9760\u6027\u548c\u4e00\u81f4\u6027\u3002\u968f\u8bbf\u65f6\u95f4\u4ece\u57fa\u7ebf\u8bc4\u4f30\u5f00\u59cb\uff0c\u4e00\u76f4\u6301\u7eed\u5230\u75be\u75c5\u53d1\u751f\u3001\u6b7b\u4ea1\u3001\u5931\u8bbf\u6216\u968f\u8bbf\u7ed3\u675f\u3002<\/p>\n<p>\u5728\u6570\u636e\u5c42\u9762\uff0c\u7814\u7a76\u6574\u5408\u4e86\u4e09\u7c7b\u5173\u952e\u4fe1\u606f\u3002\u9057\u4f20\u98ce\u9669\u901a\u8fc7\u65e2\u5f80\u5168\u57fa\u56e0\u7ec4\u5173\u8054\u7814\u7a76\u4e2d\u5df2\u9a8c\u8bc1\u7684\u9057\u4f20\u53d8\u5f02\u6784\u5efa\uff0c\u7528\u6765\u53cd\u6620\u4e2a\u4f53\u7684\u5148\u5929\u6613\u611f\u6027\uff1b\u4ee3\u8c22\u7ec4\u6570\u636e\u6765\u81ea\u8840\u6db2\u6837\u672c\uff0c\u6db5\u76d6\u8102\u8d28\u3001\u8102\u86cb\u767d\u3001\u6c28\u57fa\u9178\u4ee5\u53ca\u708e\u75c7\u76f8\u5173\u4ee3\u8c22\u7269\uff0c\u80fd\u591f\u53cd\u6620\u673a\u4f53\u5f53\u524d\u7684\u4ee3\u8c22\u72b6\u6001\uff1b\u86cb\u767d\u7ec4\u6570\u636e\u5219\u4e00\u6b21\u6027\u68c0\u6d4b\u4e86\u8fd1 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NT-proBNP 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class=\"ez-toc-section\" id=\"%E4%B8%BB%E8%A6%81%E4%BD%9C%E8%80%85\"><\/span>\u4e3b\u8981\u4f5c\u8005<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8bba\u6587\u7684\u4f5c\u8005\u5305\u62ec\uff1a\u9999\u6e2f\u5927\u5b66\u7f57\u989c\u3001\u5d14\u68a6\u7476\u3001\u5f20\u6e05\u9e4f\uff0c\u5929\u6d25\u533b\u79d1\u5927\u5b66\u7b2c\u4e8c\u533b\u9662\u5218\u5f64\u3001\u5f20\u6960\uff0c\u5357\u4eac\u5927\u5b66\u7f8a\u5251\u6960\uff0c\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\u8521\u9526\u8f89\u6559\u6388\u548c\u5229\u7269\u6d66\u5927\u5b66 Gregory Y. 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