{"id":55661,"date":"2024-06-16T17:06:48","date_gmt":"2024-06-16T09:06:48","guid":{"rendered":"http:\/\/www.biocloudservice.com\/wordpress\/?p=55661"},"modified":"2024-06-16T17:06:48","modified_gmt":"2024-06-16T09:06:48","slug":"%e5%a4%8d%e6%9d%82%e7%83%ad%e5%9b%be%e7%bb%98%e5%88%b6%e7%a7%98%e7%b1%8d%ef%bc%9a%e7%94%a8complexheatmap%e5%88%9b%e9%80%a0%e6%95%b0%e6%8d%ae%e7%9a%84%e8%a7%86%e8%a7%89%e5%a5%87%e8%bf%b9%ef%bc%81-3","status":"publish","type":"post","link":"http:\/\/www.biocloudservice.com\/wordpress\/?p=55661","title":{"rendered":"\u590d\u6742\u70ed\u56fe\u7ed8\u5236\u79d8\u7c4d\uff1a\u7528ComplexHeatmap\u521b\u9020\u6570\u636e\u7684\u89c6\u89c9\u5947\u8ff9\uff01"},"content":{"rendered":"


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style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:\u5b8b\u4f53;mso-ascii-font-family:Open Sans;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;font-weight:bold;mso-bidi-font-weight:bold;\">\u529f\u80fd\u548c\u7075\u6d3b\u6027\uff1a<\/span><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\"><\/span><\/p>\n<p style=\"text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;text-align: left;margin-left: 36.0pt;mso-pagination: widow-orphan;\"><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">Heatmap\u662fR\u8bed\u8a00\u4e2d\u57fa\u672c\u7684\u7ed8\u5236\u70ed\u56fe\u7684\u51fd\u6570\uff0c\u5b83\u53ef\u4ee5\u7528\u4e8e\u7b80\u5355\u7684\u70ed\u56fe\u7ed8\u5236\uff0c\u4f46\u529f\u80fd\u76f8\u5bf9\u8f83\u4e3a\u6709\u9650\u3002\u5b83\u4e3b\u8981\u7528\u4e8e\u5c55\u793a\u6570\u503c\u77e9\u9635\u7684\u989c\u8272\u7f16\u7801\uff0c\u4e0d\u652f\u6301\u6dfb\u52a0<\/span><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">\u5206\u7ec4\u6ce8\u91ca\u3001\u884c\u5217\u805a\u7c7b\u7b49\u9ad8\u7ea7\u529f\u80fd\u3002ComplexHeatmap\u662f\u4e00\u4e2a\u7531Zuguang Gu\u5f00\u53d1\u7684R\u5305\uff0c\u5b83\u5728Heatmap\u57fa\u7840\u4e0a\u63d0\u4f9b\u4e86\u66f4\u591a\u9ad8\u7ea7\u529f\u80fd\u548c\u7075\u6d3b\u6027\u3002\u901a\u8fc7 ComplexHeatmap\uff0c\u4f60\u53ef\u4ee5\u81ea\u5b9a\u4e49\u70ed\u56fe\u7684\u5404\u4e2a\u65b9\u9762\uff0c\u5982\u6dfb\u52a0\u5206\u7ec4\u6ce8\u91ca\u3001\u81ea\u5b9a\u4e49\u989c\u8272\u6620\u5c04\u3001\u884c\u5217\u805a\u7c7b\u3001\u8c03\u6574\u6ce8\u91ca\u7b49\u3002\u5b83\u8fd8\u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u7684\u8f85\u52a9\u51fd\u6570\u548c\u53c2\u6570\uff0c\u4f7f\u5f97\u7528\u6237\u53ef\u4ee5\u8fdb\u884c\u66f4\u590d\u6742\u3001\u66f4\u7cbe\u7ec6\u7684\u70ed\u56fe\u7ed8\u5236\u3002<\/span>    <o:page><\/o:page><\/p>\n<p style=\"line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;mso-list: l1 level1 lfo1;mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;text-align: left;margin-left: 36.0pt;text-indent: -18.0pt;mso-pagination: widow-orphan;\"><span style=\"font-size:10.0pt;mso-bidi-font-size:12.0pt;font-family:Symbol;mso-ascii-font-family:Symbol;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">\u00b7<span style=\"font:7.0pt Times New Roman;\"><\/span><\/span><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:\u5b8b\u4f53;mso-ascii-font-family:Open Sans;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;font-weight:bold;mso-bidi-font-weight:bold;\">\u4ee3\u7801\u590d\u6742\u5ea6\uff1a<\/span><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\"><\/span><\/p>\n<p style=\"text-indent: 0pt;line-height: normal;font-size: 12pt;font-family: \u5b8b\u4f53;font-weight: normal;text-align: left;margin-left: 36pt;\"><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">\u7531\u4e8eComplexHeatmap\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u529f\u80fd\u548c\u9009\u9879\uff0c\u5176\u4f7f\u7528\u76f8\u5bf9\u590d\u6742\u4e00\u4e9b\uff0c\u9700\u8981\u66f4\u591a\u7684\u4ee3\u7801\u6765\u5b8c\u6210\u5b9a\u5236\u5316\u7684\u70ed\u56fe\u7ed8\u5236\u3002Heatmap\u5219\u76f8\u5bf9\u7b80\u5355\uff0c\u9002\u7528\u4e8e\u7b80\u5355\u7684\u70ed\u56fe\u9700\u6c42\u6216\u5feb\u901f\u5b9e\u9a8c\u3002<\/span><\/p>\n<p style=\"line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;mso-list: l1 level1 lfo1;mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;text-align: left;margin-left: 36.0pt;text-indent: -18.0pt;mso-pagination: widow-orphan;\"><span style=\"font-size:10.0pt;mso-bidi-font-size:12.0pt;font-family:Symbol;mso-ascii-font-family:Symbol;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">\u00b7<span style=\"font:7.0pt Times New Roman;\"><\/span><\/span><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:\u5b8b\u4f53;mso-ascii-font-family:Open Sans;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;font-weight:bold;mso-bidi-font-weight:bold;\">\u793e\u533a\u652f\u6301\uff1a<\/span><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\"><\/span><\/p>\n<p style=\"text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;text-align: left;margin-left: 36.0pt;mso-pagination: widow-orphan;\"><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">ComplexHeatmap\u4f5c\u4e3a\u4e00\u4e2a\u4e13\u95e8\u7684R\u5305\uff0c\u62e5\u6709\u66f4\u5927\u7684\u793e\u533a\u652f\u6301\u548c\u66f4\u5e7f\u6cdb\u7684\u7528\u6237\u7fa4\u4f53\u3002\u4f60\u53ef\u4ee5\u5728\u5176\u5b98\u65b9\u6587\u6863\u3001GitHub\u4e0a\u627e\u5230\u5927\u91cf\u7684\u793a\u4f8b\u3001\u6587\u6863\u548c\u4ea4\u6d41\u8d44\u6e90\uff0c\u4ee5\u4fbf\u5728\u4f7f\u7528\u65f6\u83b7\u53d6\u5e2e\u52a9\u548c\u89e3\u51b3\u95ee\u9898\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cHeatmap\u4f5c\u4e3aR\u8bed\u8a00\u7684\u57fa\u672c\u51fd\u6570\uff0c\u5176\u6587\u6863\u548c\u793a\u4f8b\u76f8\u5bf9\u8f83\u5c11\u3002<\/span><\/p>\n<p style=\"text-indent: 0pt;line-height: normal;font-size: 12pt;font-family: \u5b8b\u4f53;font-weight: normal;text-align: left;margin-left: 36pt;\"><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">\u7efc\u4e0a\u6240\u8ff0\uff0cComplexHeatmap\u76f8\u5bf9\u4e8eHeatmap\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u9ad8\u7ea7\u529f\u80fd\u548c\u7075\u6d3b\u6027\uff0c\u4f46\u4e5f\u66f4\u590d\u6742\u4e00\u4e9b\u3002\u5982\u679c\u4f60\u9700\u8981\u8fdb\u884c\u590d\u6742\u7684\u70ed\u56fe\u7ed8\u5236\uff0c\u5e76\u6dfb\u52a0\u5206\u7ec4\u6ce8\u91ca\u3001\u8c03\u6574\u989c\u8272\u6620\u5c04\u7b49\u9ad8\u7ea7\u529f\u80fd\uff0c\u63a8\u8350\u4f7f\u7528ComplexHeatmap\u3002\u5982\u679c\u4f60\u53ea\u9700\u8981\u7b80\u5355\u7684\u70ed\u56fe\u5c55\u793a\uff0c\u6216\u8005\u5bf9R\u8bed\u8a00\u4e0d\u592a\u719f\u6089\uff0c\u53ef\u4ee5\u4f7f\u7528Heatmap\u51fd\u6570\u5b8c\u6210\u57fa\u672c\u7684\u70ed\u56fe\u7ed8\u5236\u54e6\u3002<\/span><\/p>\n<p style=\"text-indent: 0pt;line-height: normal;font-size: 12pt;font-family: \u5b8b\u4f53;font-weight: normal;text-align: left;margin-left: 36pt;\"><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">\u597d\u5566\uff0c\u73b0\u5728\u4f60\u4e86\u89e3\u4e8c\u8005\u7684\u533a\u522b\u4e86\u561b\uff1f\u90a3\u63a5\u4e0b\u6765\u8fdb\u5165\u6211\u4eec\u4eca\u5929\u7684\u6b63\u9898\uff01<\/span><\/p>\n<p style=\"margin-left: 0.0pt;text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;text-align: left;mso-pagination: widow-orphan;mso-outline-level: 2;border-bottom: solid #EEEEEE 1.0pt;mso-border-bottom-alt: solid #EEEEEE 0.75pt;mso-padding-alt: 0.0pt 0.0pt 0.0pt 0.0pt;padding: 0.0pt 0.0pt 0.0pt 0.0pt;\"><span style=\"font-size:21.0pt;mso-bidi-font-size:21.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;font-weight:bold;mso-bidi-font-weight:bold;\">ComplexHeatmap\u7ed8\u5236\u590d\u6742\u70ed\u56fe<\/span>    <o:page><\/o:page><\/p>\n<p style=\"line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;mso-list: l7 level1 lfo1;mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;text-align: left;margin-left: 36.0pt;text-indent: -18.0pt;mso-pagination: widow-orphan;mso-outline-level: 3;\"><span style=\"font-size:10.0pt;mso-bidi-font-size:18.0pt;font-family:Symbol;mso-ascii-font-family:Symbol;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;font-weight:bold;mso-bidi-font-weight:bold;\">\u00b7<span style=\"font:7.0pt Times New Roman;\"><\/span><\/span><span style=\"font-size:18.0pt;mso-bidi-font-size:18.0pt;font-family:\u5b8b\u4f53;mso-ascii-font-family:Open Sans;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;font-weight:bold;mso-bidi-font-weight:bold;\">\u5b89\u88c5\u4e0e\u5bfc\u5165R\u5305\uff1a<\/span><\/p>\n<p style=\"text-indent: 0pt;line-height: normal;font-size: 12pt;font-family: \u5b8b\u4f53;font-weight: normal;text-align: left;margin-left: 36pt;\"><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">\u9996\u5148\uff0c\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u4ee3\u7801\u5b89\u88c5R\u5305\u54e6\uff1a<\/span><\/p>\n<p style=\"mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;margin-left: 0.0pt;text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;margin-top: 11.25pt;margin-bottom: 11.25pt;text-align: left;mso-pagination: widow-orphan;tab-stops: left Blank 45.8pt left Blank 91.6pt left Blank 137.4pt left Blank 183.2pt left Blank 229.0pt left Blank 274.8pt left Blank 320.6pt left Blank 366.4pt left Blank 412.2pt left Blank 458.0pt left Blank 503.8pt left Blank 549.6pt left Blank 595.4pt left Blank 641.2pt left Blank 687.0pt left Blank 732.8pt;border-top: solid #E7EAED 1.0pt;mso-border-top-alt: solid #E7EAED 0.75pt;border-left: solid #E7EAED 1.0pt;mso-border-left-alt: solid #E7EAED 0.75pt;border-bottom: solid #E7EAED 1.0pt;mso-border-bottom-alt: solid #E7EAED 0.75pt;border-right: solid #E7EAED 1.0pt;mso-border-right-alt: solid #E7EAED 0.75pt;mso-padding-alt: 6.0pt 3.0pt 5.0pt 3.0pt;padding: 6.0pt 3.0pt 5.0pt 3.0pt;background: #F8F8F8;\"><span style=\"font-size:11.0pt;font-family:var(--monospace);mso-ascii-font-family:var(--monospace);mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:\u5b8b\u4f53;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">          <br \/>if (!require(“BiocManager”))          <br \/><span style=\"mso-spacerun:yes;\">  <\/span>install.packages(‘BiocManager’)           <br \/>if (!require(“ComplexHeatmap”))          <br \/><span style=\"mso-spacerun:yes;\">  <\/span>BiocManager::install(‘ComplexHeatmap’)           <br \/>library(ComplexHeatmap)<\/span><\/p>\n<p style=\"line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;mso-list: l0 level1 lfo1;mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;text-align: left;margin-left: 36.0pt;text-indent: -18.0pt;mso-pagination: widow-orphan;mso-outline-level: 3;\"><span style=\"font-size:10.0pt;mso-bidi-font-size:18.0pt;font-family:Symbol;mso-ascii-font-family:Symbol;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;font-weight:bold;mso-bidi-font-weight:bold;\">\u00b7<span style=\"font:7.0pt Times New Roman;\"><\/span><\/span><span style=\"font-size:18.0pt;mso-bidi-font-size:18.0pt;font-family:\u5b8b\u4f53;mso-ascii-font-family:Open Sans;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;font-weight:bold;mso-bidi-font-weight:bold;\">\u51c6\u5907\u6570\u636e<\/span><\/p>\n<p style=\"text-indent: 0pt;line-height: normal;font-size: 12pt;font-family: \u5b8b\u4f53;font-weight: normal;text-align: left;margin-left: 36pt;\"><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">1.\u4e3a\u4e86\u7ed8\u5236\u70ed\u56fe\uff0c\u6211\u4eec\u9700\u8981\u51c6\u5907\u76f8\u5bf9\u4e30\u5ea6\u77e9\u9635\u53ca\u5176\u5bf9\u5e94\u7684\u5206\u7ec4\u6570\u636e\u8868\u683c\u3002\u5c0f\u679c\u5df2\u7ecf\u5e2e\u4f60\u4eec\u51c6\u5907\u597d\u8fd9\u4e24\u4e2a\u6587\u4ef6\u5566\uff0c\u5728\u6b64\u5c06\u5b83\u4eec\u547d\u540d\u4e3a”test.csv”\u548c”group.csv”\u3002\u786e\u4fdd\u8fd9\u4e24\u4e2a\u6587\u4ef6\u8981\u4e0eR\u811a\u672c\u4f4d\u4e8e\u540c\u4e00\u76ee\u5f55\u4e0b\u54e6\uff1a<\/span><\/p>\n<p style=\"mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;margin-left: 0.0pt;text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;margin-top: 11.25pt;margin-bottom: 11.25pt;text-align: left;mso-pagination: widow-orphan;tab-stops: left Blank 45.8pt left Blank 91.6pt left Blank 137.4pt left Blank 183.2pt left Blank 229.0pt left Blank 274.8pt left Blank 320.6pt left Blank 366.4pt left Blank 412.2pt left Blank 458.0pt left Blank 503.8pt left Blank 549.6pt left Blank 595.4pt left Blank 641.2pt left Blank 687.0pt left Blank 732.8pt;border-top: solid #E7EAED 1.0pt;mso-border-top-alt: solid #E7EAED 0.75pt;border-left: solid #E7EAED 1.0pt;mso-border-left-alt: solid #E7EAED 0.75pt;border-bottom: solid #E7EAED 1.0pt;mso-border-bottom-alt: solid #E7EAED 0.75pt;border-right: solid #E7EAED 1.0pt;mso-border-right-alt: solid #E7EAED 0.75pt;mso-padding-alt: 6.0pt 3.0pt 5.0pt 3.0pt;padding: 6.0pt 3.0pt 5.0pt 3.0pt;background: #F8F8F8;\"><span style=\"font-size:11.0pt;font-family:var(--monospace);mso-ascii-font-family:var(--monospace);mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:\u5b8b\u4f53;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">df <- read.c<\/span><span style=\"font-size:11.0pt;font-family:var(--monospace);mso-ascii-font-family:var(--monospace);mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:\u5b8b\u4f53;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">sv(“test.csv”, header = T)          <br \/>group_df <- read.csv(“group.csv”, header = F)<\/span><\/p>\n<p style=\"line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;mso-list: l5 level1 lfo1;mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;text-align: left;margin-left: 36.0pt;text-indent: -18.0pt;mso-pagination: widow-orphan;mso-outline-level: 3;\"><span style=\"font-size:10.0pt;mso-bidi-font-size:18.0pt;font-family:Symbol;mso-ascii-font-family:Symbol;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;font-weight:bold;mso-bidi-font-weight:bold;\">\u00b7<span style=\"font:7.0pt Times New Roman;\"><\/span><\/span><span style=\"font-size:18.0pt;mso-bidi-font-size:18.0pt;font-family:\u5b8b\u4f53;mso-ascii-font-family:Open Sans;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;font-weight:bold;mso-bidi-font-weight:bold;\">\u6570\u636e\u5904\u7406<\/span><\/p>\n<p style=\"text-indent: 0pt;line-height: normal;font-size: 12pt;font-family: \u5b8b\u4f53;font-weight: normal;text-align: left;margin-left: 36pt;\"><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">\u5728\u5f00\u59cb\u7ed8\u5236\u70ed\u56fe\u4e4b\u524d\uff0c\u6211\u4eec\u9700\u8981\u5bf9\u6570\u636e\u8fdb\u884c\u4e00\u4e9b\u5904\u7406\u3002\u9996\u5148\uff0c\u6211\u4eec\u5c06\u6309”Class”\u548c”Family”\u5217\u5bf9\u77e9\u9635\u7684\u6240\u6709\u884c\u8fdb\u884c\u6392\u5e8f\u3002<\/span><\/p>\n<p style=\"mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;margin-left: 0.0pt;text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;margin-top: 11.25pt;margin-bottom: 11.25pt;text-align: left;mso-pagination: widow-orphan;tab-stops: left Blank 45.8pt left Blank 91.6pt left Blank 137.4pt left Blank 183.2pt left Blank 229.0pt left Blank 274.8pt left Blank 320.6pt left Blank 366.4pt left Blank 412.2pt left Blank 458.0pt left Blank 503.8pt left Blank 549.6pt left Blank 595.4pt left Blank 641.2pt left Blank 687.0pt left Blank 732.8pt;border-top: solid #E7EAED 1.0pt;mso-border-top-alt: solid #E7EAED 0.75pt;border-left: solid #E7EAED 1.0pt;mso-border-left-alt: solid #E7EAED 0.75pt;border-bottom: solid #E7EAED 1.0pt;mso-border-bottom-alt: solid #E7EAED 0.75pt;border-right: solid #E7EAED 1.0pt;mso-border-right-alt: solid #E7EAED 0.75pt;mso-padding-alt: 6.0pt 3.0pt 5.0pt 3.0pt;padding: 6.0pt 3.0pt 5.0pt 3.0pt;background: #F8F8F8;\"><span style=\"font-size:11.0pt;font-family:var(--monospace);mso-ascii-font-family:var(--monospace);mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:\u5b8b\u4f53;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">df <- df[order(df$Class, df$Family), ]<\/span><\/p>\n<p style=\"text-indent: 0pt;line-height: normal;font-size: 12pt;font-family: \u5b8b\u4f53;font-weight: normal;text-align: left;margin-left: 36pt;\"><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">\u7136\u540e\uff0c\u6211\u4eec\u5c06\u4ece\u6570\u636e\u6846\u4e2d\u63d0\u53d6\u76f8\u5bf9\u4e30\u5ea6\u6570\u636e\uff0c\u5e76\u5c06\u5176\u8f6c\u6362\u4e3a\u77e9\u9635\u683c\u5f0f\uff1a<\/span><\/p>\n<p style=\"mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;margin-left: 0.0pt;text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;margin-top: 11.25pt;margin-bottom: 11.25pt;text-align: left;mso-pagination: widow-orphan;tab-stops: left Blank 45.8pt left Blank 91.6pt left Blank 137.4pt left Blank 183.2pt left Blank 229.0pt left Blank 274.8pt left Blank 320.6pt left Blank 366.4pt left Blank 412.2pt left Blank 458.0pt left Blank 503.8pt left Blank 549.6pt left Blank 595.4pt left Blank 641.2pt left Blank 687.0pt left Blank 732.8pt;border-top: solid #E7EAED 1.0pt;mso-border-top-alt: solid #E7EAED 0.75pt;border-left: solid #E7EAED 1.0pt;mso-border-left-alt: solid #E7EAED 0.75pt;border-bottom: solid #E7EAED 1.0pt;mso-border-bottom-alt: solid #E7EAED 0.75pt;border-right: solid #E7EAED 1.0pt;mso-border-right-alt: solid #E7EAED 0.75pt;mso-padding-alt: 6.0pt 3.0pt 5.0pt 3.0pt;padding: 6.0pt 3.0pt 5.0pt 3.0pt;background: #F8F8F8;\"><span style=\"font-size:11.0pt;font-family:var(--monospace);mso-ascii-font-family:var(--monospace);mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:\u5b8b\u4f53;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">          <br \/>mat <- df[-c(1, 2, 3)]          <br \/>mat <- as.matrix(mat)          <br \/>row.names(mat) <- df[, 3]<\/span>    <o:page><\/o:page><\/p>\n<p style=\"mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;margin-left: 0.0pt;text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;margin-top: 9.6pt;margin-bottom: 9.6pt;text-align: left;mso-pagination: widow-orphan;\"><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">\u6700\u540e\uff0c\u6211\u4eec\u83b7\u5f97 class-family-species \u5bf9\u5e94\u8868\u683c\uff1a<\/span><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\"><\/span><\/p>\n<p style=\"mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;margin-left: 0.0pt;text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;margin-top: 11.25pt;margin-bottom: 11.25pt;text-align: left;mso-pagination: widow-orphan;tab-stops: left Blank 45.8pt left Blank 91.6pt left Blank 137.4pt left Blank 183.2pt left Blank 229.0pt left Blank 274.8pt left Blank 320.6pt left Blank 366.4pt left Blank 412.2pt left Blank 458.0pt left Blank 503.8pt left Blank 549.6pt left Blank 595.4pt left Blank 641.2pt left Blank 687.0pt left Blank 732.8pt;border-top: solid #E7EAED 1.0pt;mso-border-top-alt: solid #E7EAED 0.75pt;border-left: solid #E7EAED 1.0pt;mso-border-left-alt: solid #E7EAED 0.75pt;border-bottom: solid #E7EAED 1.0pt;mso-border-bottom-alt: solid #E7EAED 0.75pt;border-right: solid #E7EAED 1.0pt;mso-border-right-alt: solid #E7EAED 0.75pt;mso-padding-alt: 6.0pt 3.0pt 5.0pt 3.0pt;padding: 6.0pt 3.0pt 5.0pt 3.0pt;background: #F8F8F8;\"><span style=\"font-size:11.0pt;font-family:var(--monospace);mso-ascii-font-family:var(--monospace);mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:\u5b8b\u4f53;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">          <br \/>df_annotation <- df[c(1, 2, 3)]<\/span><\/p>\n<p style=\"line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;mso-list: l2 level1 lfo1;mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;text-align: left;margin-left: 36.0pt;text-indent: -18.0pt;mso-pagination: widow-orphan;mso-outline-level: 3;\"><span style=\"font-size:10.0pt;mso-bidi-font-size:18.0pt;font-family:Symbol;mso-ascii-font-family:Symbol;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;font-weight:bold;mso-bidi-font-weight:bold;\">\u00b7<span style=\"font:7.0pt Times New Roman;\"><\/span><\/span><span style=\"font-size:18.0pt;mso-bidi-font-size:18.0pt;font-family:\u5b8b\u4f53;mso-ascii-font-family:Open Sans;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;font-weight:bold;mso-bidi-font-weight:bold;\">\u7ed8\u5236\u4e00\u4e2a\u7b80\u5355\u7684\u70ed\u56fe<\/span><\/p>\n<p style=\"margin-left: 0pt;text-indent: 0pt;line-height: normal;font-size: 12pt;font-family: \u5b8b\u4f53;font-weight: normal;margin-top: 9.6pt;margin-bottom: 9.6pt;text-align: left;\"><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">\u4e3a\u4e86\u4e0e\u540e\u9762\u7684\u70ed\u56fe\u505a\u6bd4\u8f83\uff0c\u6211\u4eec\u5148\u6765\u7ed8\u5236\u4e00\u4e2a\u7b80\u5355\u7684\u70ed\u56fe\uff1a<\/span><\/p>\n<p style=\"mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;margin-left: 0.0pt;text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;margin-top: 11.25pt;margin-bottom: 11.25pt;text-align: left;mso-pagination: widow-orphan;tab-stops: left Blank 45.8pt left Blank 91.6pt left Blank 137.4pt left Blank 183.2pt left Blank 229.0pt left Blank 274.8pt left Blank 320.6pt left Blank 366.4pt left Blank 412.2pt left Blank 458.0pt left Blank 503.8pt left Blank 549.6pt left Blank 595.4pt left Blank 641.2pt left Blank 687.0pt left Blank 732.8pt;border-top: solid #E7EAED 1.0pt;mso-border-top-alt: solid #E7EAED 0.75pt;border-left: solid #E7EAED 1.0pt;mso-border-left-alt: solid #E7EAED 0.75pt;border-bottom: solid #E7EAED 1.0pt;mso-border-bottom-alt: solid #E7EAED 0.75pt;border-right: solid #E7EAED 1.0pt;mso-border-right-alt: solid #E7EAED 0.75pt;mso-padding-alt: 6.0pt 3.0pt 5.0pt 3.0pt;padding: 6.0pt 3.0pt 5.0pt 3.0pt;background: #F8F8F8;\"><span style=\"font-size:11.0pt;font-family:var(--monospace);mso-ascii-font-family:var(--monospace);mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:\u5b8b\u4f53;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">ht <- Heatmap(mat)<\/span><\/p>\n<p style=\"mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;margin-left: 0.0pt;text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;margin-top: 9.6pt;margin-bottom: 9.6pt;text-align: left;mso-pagination: widow-orphan;\"><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">\u7ed8\u5236\u7684\u70ed\u56fe\u5982\u4e0b\u6240\u793a\uff1a<\/span>   <o:page><\/o:page><\/p>\n<p style=\"mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;margin-left: 0.0pt;text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;margin-top: 9.6pt;margin-bottom: 9.6pt;text-align: left;mso-pagination: widow-orphan;\"><span style=\"font-family:\u7b49\u7ebf;mso-ascii-font-family:\u7b49\u7ebf;mso-fareast-font-family:\u7b49\u7ebf;font-variant:normal;text-transform:none;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100014876\" data-ratio=\"1.0526315789473684\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_7Hj3em9xcjbdfho6jUTIK2RGroCloA-3.png?resize=553%2C582\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAwA8f7y7NSpZrnNlwLF9CD0mYR75Yqf2hh6eFxhwicYtnEe97Hj3em9xcjbdfho6jUTIK2RGroCloA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"950\" height=\"582 .5399780273438\" width=\"553 .739990234375\" data-recalc-dims=\"1\" \/><\/span><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\"><\/span><\/p>\n<p><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">\u7136\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u8c03\u6574\u53c2\u6570\u6765\u7b80\u5355\u7684\u7f8e\u5316\u4e00\u4e0b\u70ed\u56fe\u3002\u4f8b\u5982\uff0c\u6211\u4eec\u53ef\u4ee5\u8bbe\u7f6e\u4e0d\u6309\u884c\u805a\u7c7b\u3001\u4e0d\u5c55\u793a\u5217\u540d\uff0c\u5e76\u8bbe\u7f6e<\/span><\/p>\n<p><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\"><\/span>\u70ed\u56fe\u56fe\u4f8b\u7684\u540d\u79f0\u548c\u989c\u8272\uff1a<\/p>\n<p>ht <- Heatmap(mat,           <br \/><\/p>\n<p>              cluster_rows = F,          <br \/><\/p>\n<p>              show_column_names = F,          <br \/><\/p>\n<p>              heatmap_legend_param = list(title = “Log2 relative abundance”),          <br \/><\/p>\n<p>              col = c(“#FFFFFF”, “#D32F2F”))    <o:page><\/o:page><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100014874\" data-ratio=\"1.0526315789473684\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_St6bmCC0dl6iaLocT4pL55Xug2DCvQ-3.png?resize=553%2C582\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAwA8f7y7NSpZrnNlwLF9CD0KvPsfKMRf9440EWKnLiacdZ8r8St6bmCC0dl6iaLocT4pL55Xug2DCvQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"950\" height=\"582 .5399780273438\" width=\"553 .739990234375\" data-recalc-dims=\"1\" \/><\/p>\n<p>\u00b7\u6dfb\u52a0\u884c\u5206\u7ec4\u6ce8\u91ca\u548c\u5217\u5206\u7ec4\u6ce8\u91ca<\/p>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u53ef\u4ee5\u751f\u6210\u5217\u5206\u7ec4\u6ce8\u91ca\u3002\u4e3a\u6b64\uff0c\u6211\u4eec\u9700\u8981\u8bbe\u7f6e\u5217\u5206\u7ec4\u7684\u989c\u8272\u548c\u56fe\u4f8b\u987a\u5e8f\uff1a<span style=\"font-size: var(--articleFontsize);letter-spacing: 0.034em;\"><\/span><\/p>\n<p style=\"mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;margin-left: 0.0pt;text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;margin-top: 11.25pt;margin-bottom: 11.25pt;text-align: left;mso-pagination: widow-orphan;tab-stops: left Blank 45.8pt left Blank 91.6pt left Blank 137.4pt left Blank 183.2pt left Blank 229.0pt left Blank 274.8pt left Blank 320.6pt left Blank 366.4pt left Blank 412.2pt left Blank 458.0pt left Blank 503.8pt left Blank 549.6pt left Blank 595.4pt left Blank 641.2pt left Blank 687.0pt left Blank 732.8pt;border-top: solid #E7EAED 1.0pt;mso-border-top-alt: solid #E7EAED 0.75pt;border-left: solid #E7EAED 1.0pt;mso-border-left-alt: solid #E7EAED 0.75pt;border-bottom: solid #E7EAED 1.0pt;mso-border-bottom-alt: solid #E7EAED 0.75pt;border-right: solid #E7EAED 1.0pt;mso-border-right-alt: solid #E7EAED 0.75pt;mso-padding-alt: 6.0pt 3.0pt 5.0pt 3.0pt;padding: 6.0pt 3.0pt 5.0pt 3.0pt;background: #F8F8F8;\"><span style=\"font-size:11.0pt;font-family:var(--monospace);mso-ascii-font-family:var(--monospace);mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:\u5b8b\u4f53;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">top_col <- c(“Normal”=”#2196F3”, “Obese”=”#FFEB3B”, “NASH”=”#E91E63”)          <br \/>top_anno <- HeatmapAnnotation(State = group_df[, 2],           <br \/><\/p>\n<p>                            <span style=\"mso-spacerun:yes;\">  <\/span>col = list(State = top_col),          <br \/><\/p>\n<p>                            <span style=\"mso-spacerun:yes;\">  <\/span>annotation_legend_param = list(State = list(at=c(“Normal”, “Obese”, “NASH”))))<\/span>    <o:page><\/o:page><\/p>\n<p>\u540c\u6837\u5730\uff0c\u6211\u4eec\u4e5f\u53ef\u4ee5\u751f\u6210\u884c\u5206\u7ec4\u6ce8\u91ca\u3002\u8bbe\u7f6e\u884c\u5206\u7ec4\u7684\u989c\u8272\u548c\u56fe\u4f8b\u987a\u5e8f\uff1a<\/p>\n<p style=\"mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;margin-left: 0.0pt;text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;margin-top: 11.25pt;margin-bottom: 11.25pt;text-align: left;mso-pagination: widow-orphan;tab-stops: left Blank 45.8pt left Blank 91.6pt left Blank 137.4pt left Blank 183.2pt left Blank 229.0pt left Blank 274.8pt left Blank 320.6pt left Blank 366.4pt left Blank 412.2pt left Blank 458.0pt left Blank 503.8pt left Blank 549.6pt left Blank 595.4pt left Blank 641.2pt left Blank 687.0pt left Blank 732.8pt;border-top: solid #E7EAED 1.0pt;mso-border-top-alt: solid #E7EAED 0.75pt;border-left: solid #E7EAED 1.0pt;mso-border-left-alt: solid #E7EAED 0.75pt;border-bottom: solid #E7EAED 1.0pt;mso-border-bottom-alt: solid #E7EAED 0.75pt;border-right: solid #E7EAED 1.0pt;mso-border-right-alt: solid #E7EAED 0.75pt;mso-padding-alt: 6.0pt 3.0pt 5.0pt 3.0pt;padding: 6.0pt 3.0pt 5.0pt 3.0pt;background: #F8F8F8;\"><span style=\"font-size:11.0pt;font-family:var(--monospace);mso-ascii-font-family:var(--monospace);mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:\u5b8b\u4f53;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">left_col <- c(“Bacteroidaceae”=”#1976D2”, “Marinifilaceae”=”#2196F3”, “Porphyromonadaceae”=”#03A9F4”, “Rikenellaceae”=”#00BCD4”, “Tannerellaceae”=”#B3E5FC”,           <br \/><\/p>\n<p>            <span style=\"mso-spacerun:yes;\">  <\/span>“Campylobacteraceae”=”#F8BBD0”,           <br \/><\/p>\n<p>            <span style=\"mso-spacerun:yes;\">  <\/span>“Family XI”=”#D32F2F”, “Family XIII”=”#F44336”, “Lachnospiraceae”=”#E64A19”, “Peptostreptococcaceae”=”#FF5722”, “Ruminococcaceae”=”#FFCCBC”,           <br \/><\/p>\n<p>            <span style=\"mso-spacerun:yes;\">  <\/span>“Enterobacteriaceae”=”#4CAF50”,           <br \/><\/p>\n<p>            <span style=\"mso-spacerun:yes;\">  <\/span>“Leuconostocaceae”=”#FFEB3B”,           <br \/><\/p>\n<p>            <span style=\"mso-spacerun:yes;\">  <\/span>“Veillonellaceae”=”#673AB7”)          <br \/>          <br \/>left_anno <- rowAnnotation(Family = df_annotation[, 2],           <br \/><\/p>\n<p>                           show_annotation_name = F,          <br \/><\/p>\n<p>                           col = list(Family = left_col),          <br \/><\/p>\n<p>                           annotation_legend_param = list(          <br \/><\/p>\n<p>                             Family = list(at=c(“Bacteroidaceae”, “Marinifilaceae”,           <br \/><\/p>\n<p>                                              <span style=\"mso-spacerun:yes;\">  <\/span>“Porphyromonadaceae”, “Rikenellaceae”,           <br \/><\/p>\n<p>                                              <span style=\"mso-spacerun:yes;\">  <\/span>“Tannerellaceae”, “Campylobacteraceae”,           <br \/><\/p>\n<p>                                              <span style=\"mso-spacerun:yes;\">  <\/span>“Family XI”, “Family XIII”, “Lachnospiraceae”,           <br \/><\/p>\n<p>                                              <span style=\"mso-spacerun:yes;\">  <\/span>“Peptostreptococcaceae”, “Ruminococcaceae”,           <br \/><\/p>\n<p>                                              <span style=\"mso-spacerun:yes;\">  <\/span>“Enterobacteriaceae”, “Leuconostocaceae”,           <br \/><\/p>\n<p>                                              <span style=\"mso-spacerun:yes;\">  <\/span>“Veillonellaceae”))))<\/span><\/p>\n<p>\u6700\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u4e4b\u524d\u7684\u8bbe\u7f6e\u4e0e\u70ed\u56fe\u5bf9\u8c61\u5408\u5e76\uff0c\u5e76\u7ed8\u5236\u51fa\u6700\u7ec8\u7684\u70ed\u56fe\uff1a<\/p>\n<p style=\"mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;margin-left: 0.0pt;text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;margin-top: 11.25pt;margin-bottom: 11.25pt;text-align: left;mso-pagination: widow-orphan;tab-stops: left Blank 45.8pt left Blank 91.6pt left Blank 137.4pt left Blank 183.2pt left Blank 229.0pt left Blank 274.8pt left Blank 320.6pt left Blank 366.4pt left Blank 412.2pt left Blank 458.0pt left Blank 503.8pt left Blank 549.6pt left Blank 595.4pt left Blank 641.2pt left Blank 687.0pt left Blank 732.8pt;border-top: solid #E7EAED 1.0pt;mso-border-top-alt: solid #E7EAED 0.75pt;border-left: solid #E7EAED 1.0pt;mso-border-left-alt: solid #E7EAED 0.75pt;border-bottom: solid #E7EAED 1.0pt;mso-border-bottom-alt: solid #E7EAED 0.75pt;border-right: solid #E7EAED 1.0pt;mso-border-right-alt: solid #E7EAED 0.75pt;mso-padding-alt: 6.0pt 3.0pt 5.0pt 3.0pt;padding: 6.0pt 3.0pt 5.0pt 3.0pt;background: #F8F8F8;\"><span style=\"font-size:11.0pt;font-family:var(--monospace);mso-ascii-font-family:var(--monospace);mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:\u5b8b\u4f53;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">ht <- Heatmap(mat,           <br \/><\/p>\n<p>            <span style=\"mso-spacerun:yes;\">  <\/span>cluster_rows = F,          <br \/><\/p>\n<p>            <span style=\"mso-spacerun:yes;\">  <\/span>show_column_names = F,          <br \/><\/p>\n<p>            <span style=\"mso-spacerun:yes;\">  <\/span>heatmap_legend_param = list(title = “Log2 relative abundance”),          <br \/><\/p>\n<p>            <span style=\"mso-spacerun:yes;\">  <\/span>col = c(“#FFFFFF”, “#D32F2F”),          <br \/><\/p>\n<p>            <span style=\"mso-spacerun:yes;\">  <\/span>top_annotation = top_anno,          <br \/><\/p>\n<p>            <span style=\"mso-spacerun:yes;\">  <\/span>left_annotation = left_anno)<\/span><\/p>\n<p>\u4f18\u5316\u540e\u7684\u70ed\u56fe\u5c55\u793a\u5982\u4e0b\uff1a   <o:page><\/o:page><\/p>\n<p style=\"mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;margin-left: 0.0pt;text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;margin-top: 9.6pt;margin-bottom: 9.6pt;text-align: left;mso-pagination: widow-orphan;\"><span style=\"font-family:\u7b49\u7ebf;mso-ascii-font-family:\u7b49\u7ebf;mso-fareast-font-family:\u7b49\u7ebf;font-variant:normal;text-transform:none;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100014875\" data-ratio=\"1.0526315789473684\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_FRB1F3ic29G1H65Edic5lP5WiaU8CA-3.png?resize=553%2C582\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAwA8f7y7NSpZrnNlwLF9CD09lhsxsXObCHgzAOY3jniaj8hKtoGFRB1F3ic29G1H65Edic5lP5WiaU8CA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"950\" height=\"582 .5399780273438\" width=\"553 .739990234375\" data-recalc-dims=\"1\" \/><\/span><span style=\"font-size:12.0pt;mso-bidi-font-size:12.0pt;font-family:Open Sans;mso-ascii-font-family:Open Sans;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\"><\/span><\/p>\n<p>\u4f60\u4ee5\u4e3a\u8fd9\u5c31\u662f\u6700\u7ec8\u7ed3\u679c\u4e86\u561b\uff1fNo\uff01\uff01\u6211\u4eec\u8fd8\u53ef\u4ee5\u8fdb\u4e00\u6b65\u7ec6\u5316\uff1a<\/p>\n<p style=\"line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;mso-list: l3 level1 lfo1;mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;text-align: left;margin-left: 36.0pt;text-indent: -18.0pt;mso-pagination: widow-orphan;mso-outline-level: 3;\"><span style=\"font-size:10.0pt;mso-bidi-font-size:18.0pt;font-family:Symbol;mso-ascii-font-family:Symbol;mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;font-weight:bold;mso-bidi-font-weight:bold;\">\u00b7<span style=\"font:7.0pt Times New Roman;\"><\/span><\/span><span style=\"font-size:18.0pt;mso-bidi-font-size:18.0pt;font-family:\u5b8b\u4f53;mso-ascii-font-family:Open Sans;mso-bidi-font-family:Open Sans;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;font-weight:bold;mso-bidi-font-weight:bold;\">\u7ed9Class\u5355\u72ec\u6dfb\u52a0\u56fe\u4f8b<\/span><\/p>\n<p>\u5982\u679c\u9700\u8981\u5355\u72ec\u7ed8\u5236\u4e00\u4e2a\u56fe\u4f8b\uff0c\u53ef\u4ee5\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4\u8fdb\u884c\u64cd\u4f5c\uff1a<\/p>\n<p style=\"mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;margin-left: 0.0pt;text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;margin-top: 11.25pt;margin-bottom: 11.25pt;text-align: left;mso-pagination: widow-orphan;tab-stops: left Blank 45.8pt left Blank 91.6pt left Blank 137.4pt left Blank 183.2pt left Blank 229.0pt left Blank 274.8pt left Blank 320.6pt left Blank 366.4pt left Blank 412.2pt left Blank 458.0pt left Blank 503.8pt left Blank 549.6pt left Blank 595.4pt left Blank 641.2pt left Blank 687.0pt left Blank 732.8pt;border-top: solid #E7EAED 1.0pt;mso-border-top-alt: solid #E7EAED 0.75pt;border-left: solid #E7EAED 1.0pt;mso-border-left-alt: solid #E7EAED 0.75pt;border-bottom: solid #E7EAED 1.0pt;mso-border-bottom-alt: solid #E7EAED 0.75pt;border-right: solid #E7EAED 1.0pt;mso-border-right-alt: solid #E7EAED 0.75pt;mso-padding-alt: 6.0pt 3.0pt 5.0pt 3.0pt;padding: 6.0pt 3.0pt 5.0pt 3.0pt;background: #F8F8F8;\"><span style=\"font-size:11.0pt;font-family:var(--monospace);mso-ascii-font-family:var(--monospace);mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:\u5b8b\u4f53;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">class <- unique(df_annotation$Class)<\/span><\/p>\n<p>\u7136\u540e\uff0c\u6211\u4eec\u521b\u5efa\u4e00\u4e2a Legend \u5bf9\u8c61\uff0c\u5e76\u8bbe\u7f6e\u6807\u7b7e\u3001\u6807\u9898\u548c\u56fe\u4f8b\u989c\u8272\uff1a   <o:page><\/o:page><\/p>\n<p style=\"mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;margin-left: 0.0pt;text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: \u5b8b\u4f53;mso-fareast-font-family: '\u5b8b\u4f53';mso-bidi-font-family: \u5b8b\u4f53;font-weight: normal;mso-bidi-font-weight: normal;margin-top: 11.25pt;margin-bottom: 11.25pt;text-align: left;mso-pagination: widow-orphan;tab-stops: left Blank 45.8pt left Blank 91.6pt left Blank 137.4pt left Blank 183.2pt left Blank 229.0pt left Blank 274.8pt left Blank 320.6pt left Blank 366.4pt left Blank 412.2pt left Blank 458.0pt left Blank 503.8pt left Blank 549.6pt left Blank 595.4pt left Blank 641.2pt left Blank 687.0pt left Blank 732.8pt;border-top: solid #E7EAED 1.0pt;mso-border-top-alt: solid #E7EAED 0.75pt;border-left: solid #E7EAED 1.0pt;mso-border-left-alt: solid #E7EAED 0.75pt;border-bottom: solid #E7EAED 1.0pt;mso-border-bottom-alt: solid #E7EAED 0.75pt;border-right: solid #E7EAED 1.0pt;mso-border-right-alt: solid #E7EAED 0.75pt;mso-padding-alt: 6.0pt 3.0pt 5.0pt 3.0pt;padding: 6.0pt 3.0pt 5.0pt 3.0pt;background: #F8F8F8;\"><span style=\"font-size:11.0pt;font-family:var(--monospace);mso-ascii-font-family:var(--monospace);mso-fareast-font-family:\u5b8b\u4f53;mso-bidi-font-family:\u5b8b\u4f53;font-variant:normal;text-transform:none;color:#333333;mso-font-kerning:0.0pt;\">lgd <- Legend(labels = class, title = “Class”,          <br \/><\/p>\n<p>            <span style=\"mso-spacerun:yes;\">  <\/span>legend_gp = gpar(fill = c(“#1976D2”, “#F8BBD0”, “#D32F2F”, “#4CAF50”, “#FFEB3B”, “#673AB7”)))          <br \/>pdf(“plot.pdf”, width = 11, height = 10)          <br \/>draw(ht, ht_gap = unit(7, “mm”), annotation_legend_list = lgd)          <br \/>dev.off()<\/span><\/p>\n<p>\u597d\u5566\uff0c\u8ba9\u6211\u4eec\u6765\u4e00\u8d77\u770b\u770b\u7ed8\u5236\u7684\u6700\u7ec8\u7ed3\u679c\u5427\uff01\uff01<\/p>\n<p style=\"mso-margin-top-alt: auto;mso-margin-bottom-alt: auto;margin-left: 0.0pt;text-indent: 0.0pt;line-height: normal;font-size: 12.0pt;font-family: 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-apple-system-font, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;font-size: var(--articleFontsize);letter-spacing: 0.034em;text-align: justify;\"><\/span><\/span><\/p>\n<p>\u600e\u4e48\u6837\uff0c\u4f60\u5b66\u4f1a\u600e\u4e48\u4f7f\u7528ComplexHeatmap\u5305\u4e86\u561b\uff1f\u66f4\u591a\u5b66\u4e60\u5e72\u6d3b\u8bf7\u591a\u591a\u5173\u6ce8\u5c0f\u679c\u54e6\uff01<span style=\"color: rgb(51, 51, 51);font-family: "Open Sans";font-size: 12pt;text-align: left;text-indent: 0pt;letter-spacing: 0.034em;\"><\/span><\/p>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;\">\n<section>\n<section powered-by=\"xiumi.us\">\n<section>\n<section powered-by=\"xiumi.us\">\n<section>\n<section powered-by=\"xiumi.us\">\n<section>\n<section>\n<p><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-imgfileid=\"100014881\" data-ratio=\"0.5555555555555556\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_VmRkv7tSNKliafDnsuFR7BoeDgBrww-1.jpg?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/zcicibWZessAxPqeNQsFjm2HibIuSld9Nh9GicQSWhJwHjia5tEevQvDIebLErVmRkv7tSNKliafDnsuFR7BoeDgBrww\/640?wx_fmt=jpeg&from=appmsg'\" data-type=\"jpeg\" data-w=\"900\" style=\"font-size: var(--articleFontsize);letter-spacing: 0.034em;\" data-recalc-dims=\"1\" \/><br \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-top: 0pt;margin-bottom: 0pt;margin-left: 0pt;letter-spacing: 0.578px;text-indent: 0pt;text-wrap: wrap;text-align: justify;line-height: normal;font-size: 12pt;font-family: helvetica;color: rgb(0, 0, 0);break-after: auto;\"><span style=\"font-family: \u5b8b\u4f53;font-size: 12pt;text-indent: 0pt;color: rgba(0, 0, 0, 0.9);letter-spacing: 0.034em;\"><\/span><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 15px;color: rgba(0, 0, 0, 0.9);letter-spacing: 0.034em;text-align: justify;\"><\/span><span style=\"font-size: var(--articleFontsize);letter-spacing: 0.034em;color: rgba(0, 0, 0, 0.9);font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;text-align: justify;\"><\/span><span style=\"font-size: 15px;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-imgfileid=\"100014880\" data-ratio=\"0.38981481481481484\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/7_FbEg9fibwQicL8l2ExKOZZTmAHXabQ-2.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAx3HetBkB7aOGibFWKqibqIATyC4zFibzCgdrxFwRep6cDMLIbA0FbEg9fibwQicL8l2ExKOZZTmAHXabQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" style=\"font-size: var(--articleFontsize);letter-spacing: 0.034em;caret-color: rgba(0, 0, 0, 0);\" data-recalc-dims=\"1\" \/><\/span><\/p>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;letter-spacing: 0.578px;text-wrap: wrap;outline: 0px;font-family: system-ui, -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;background-color: rgb(255, 255, 255);text-align: left;\">\n<section style=\"outline: 0px;font-size: 16px;\">\n<section powered-by=\"xiumi.us\" style=\"margin: 10px;outline: 0px;justify-content: flex-start;display: flex;flex-flow: row;\">\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;display: inline-block;width: 558px;vertical-align: top;border-style: dashed;border-width: 1px;border-color: rgb(62, 62, 62);align-self: flex-start;flex: 0 0 auto;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;\">\n<section style=\"outline: 0px;display: inline-block;width: 536px;border-width: 0px 0px 0px 10px;border-style: solid;border-left-color: rgb(144, 215, 236);border-right-color: rgb(46, 172, 109);box-shadow: rgb(0, 0, 0) 0px 0px 0px;border-bottom-left-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"padding-right: 3px;padding-left: 3px;outline: 0px;\">\n<section style=\"margin-top: 0.95em;margin-bottom: -0.65em;outline: 0px;display: inline-block;width: 520px;vertical-align: top;\">\n<section style=\"margin-top: -1em;padding: 3px 10px;outline: 0px;display: inline-block;vertical-align: top;color: rgb(0, 154, 68);\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u5f80\u671f\u63a8\u8350<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;text-align: justify;\">\n<section style=\"outline: 0px;letter-spacing: 0.578px;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247491794&idx=1&sn=2b7a4de95169c79202e44813885a8250&chksm=cf7f7017f808f9015689839fe4057fd418bf7b20eb1dfb5a28cd92e56a41b5605e62bfbc16fb&scene=21#wechat_redirect\" textvalue=\"1.\u642d\u5efa\u751f\u4fe1\u5206\u6790\u6d41\u6c34\u7ebf\uff0c\u5982\u5de5\u5382\u4e00\u683724\u5c0f\u65f6\u8fd0\u8f6cSnakemake\u2014\u2014\u8fdb\u9636\u547d\u4ee4\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"color: var(--weui-LINK);outline: 0px;cursor: pointer;font-size: 14px;\" rel=\"noopener\">1.\u642d\u5efa\u751f\u4fe1\u5206\u6790\u6d41\u6c34\u7ebf\uff0c\u5982\u5de5\u5382\u4e00\u683724\u5c0f\u65f6\u8fd0\u8f6cSnakemake\u2014\u2014\u8fdb\u9636\u547d\u4ee4<\/a><br style=\"outline: 0px;\" \/><\/section>\n<section style=\"outline: 0px;letter-spacing: 0.578px;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247491705&idx=1&sn=9ff9b6da28b3a256a99c6697d589be66&chksm=cf7f70bcf808f9aafd1019a0bba3dd3a55e2867dbb9a09203f13c2683adf867094637c405ed1&scene=21#wechat_redirect\" textvalue=\"2.\u6bd4blast\u8fd8\u4f18\u79c0\u7684\u5e8f\u5217\u6bd4\u5bf9\u5de5\u5177\uff1fHMMER\u6765\u4e86\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"color: var(--weui-LINK);outline: 0px;cursor: pointer;font-size: 14px;\" rel=\"noopener\">2.\u6bd4blast\u8fd8\u4f18\u79c0\u7684\u5e8f\u5217\u6bd4\u5bf9\u5de5\u5177\uff1fHMMER\u6765\u4e86<\/a><\/section>\n<section style=\"outline: 0px;letter-spacing: 0.578px;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247491909&idx=1&sn=902e34bcf53e605fba2b457ec6a33e36&chksm=cf7f7180f808f8961542f458a49da14e85d8831449fb65fbf2623d55affc564686a5422f56fd&scene=21#wechat_redirect\" textvalue=\"3.\u5bf9\u5355\u7ec6\u80de\u5206\u6790\u6beb\u65e0\u5934\u7eea\uff1f\u8ba9popsicleR\u9886\u4f60\u5165\u95e8\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"color: var(--weui-LINK);outline: 0px;cursor: pointer;font-size: 14px;\" rel=\"noopener\">3.\u5bf9\u5355\u7ec6\u80de\u5206\u6790\u6beb\u65e0\u5934\u7eea\uff1f\u8ba9popsicleR\u9886\u4f60\u5165\u95e8<\/a><\/section>\n<section style=\"outline: 0px;letter-spacing: 0.578px;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247491905&idx=1&sn=fb34ebd6282962c7803badaee7a39096&chksm=cf7f7184f808f8929608c0050344ad86193d0fc6455c1c18e16cc17bf4b37832b63d3b18284e&scene=21#wechat_redirect\" textvalue=\"4.\u5c0f\u679c\u5e26\u4f60\u7ed8\u5236ROC\u66f2\u7ebf\u8bc4\u4f30\u751f\u5b58\u9884\u6d4b\u80fd\u529b\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"color: var(--weui-LINK);outline: 0px;cursor: pointer;\" rel=\"noopener\"><span style=\"outline: 0px;font-size: 14px;\">4.\u5c0f\u679c\u5e26\u4f60\u7ed8\u5236ROC\u66f2\u7ebf\u8bc4\u4f30\u751f\u5b58\u9884\u6d4b\u80fd\u529b<\/span><\/a><\/section>\n<section style=\"outline: 0px;letter-spacing: 0.578px;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247493633&idx=1&sn=2263dfe7572c0bcf6816c2c1a37d79de&chksm=cf7f78c4f808f1d2209321d6ace39fde5fa60c0691b56f88eac21916f5a2872ce8ee345f1d5f&scene=21#wechat_redirect\" textvalue=\"\u8f6f\u4ef6\u5305\u5b89\u88c5\u3001\u6253\u602a\u5feb\u53c8\u597d\uff0c1024G\u5b58\u50a8\u7684\u751f\u4fe1\u670d\u52a1\u5668\uff1b\u8fd8\u6709\u6bd4\u8fd9\u66f4\u7701\u94b1\u7684\u561b\uff01\uff01\uff01\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"color: var(--weui-LINK);outline: 0px;cursor: pointer;letter-spacing: 0.578px;font-size: 14px;\" rel=\"noopener\">5.\u8f6f\u4ef6\u5305\u5b89\u88c5\u3001\u6253\u602a\u5feb\u53c8\u597d\uff0c1024G\u5b58\u50a8\u7684\u751f\u4fe1\u670d\u52a1\u5668\uff1b\u8fd8\u6709\u6bd4\u8fd9\u66f4\u7701\u94b1\u7684\u561b\uff01\uff01\uff01<\/a><span style=\"color: rgb(51, 51, 51);font-family: "Open Sans";font-size: 12pt;text-align: left;text-indent: 0pt;letter-spacing: 0.034em;\">         <\/span><o:p style=\"color: rgb(51, 51, 51);font-family: "Open Sans";font-size: 12pt;text-align: left;text-indent: 0pt;letter-spacing: 0.034em;\"> <\/o:p><span style=\"font-size: 12pt;text-align: left;text-indent: 0pt;letter-spacing: 0.034em;font-family: \u7b49\u7ebf;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-alternates: normal;font-variant-position: normal;\">       <o:p> <\/o:p><\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 12pt;text-align: left;text-indent: 0pt;letter-spacing: 0.034em;\">    <\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 12pt;text-align: left;text-indent: 0pt;letter-spacing: 0.034em;\"><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"display: none;\"><mp-style-type data-value=\"3\"><\/mp-style-type><\/p>\n<p><\/content>\n<\/div>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u590d\u6742\u70ed\u56fe\u7ed8\u5236\u79d8\u7c4d\uff1a\u7528ComplexHeatmap\u521b\u9020\u6570\u636e\u7684\u89c6\u89c9\u5947\u8ff9\uff01 \u5c0f\u56fe  \u751f\u4fe1\u679c&nb […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":""},"categories":[1],"tags":[],"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/55661"}],"collection":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=55661"}],"version-history":[{"count":1,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/55661\/revisions"}],"predecessor-version":[{"id":55669,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/55661\/revisions\/55669"}],"wp:attachment":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=55661"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=55661"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=55661"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}