{"id":48465,"date":"2024-06-15T20:08:11","date_gmt":"2024-06-15T12:08:11","guid":{"rendered":"http:\/\/www.biocloudservice.com\/wordpress\/?p=48465"},"modified":"2024-06-15T20:08:11","modified_gmt":"2024-06-15T12:08:11","slug":"%e6%a1%91%e5%9f%ba%e5%9b%be%ef%bc%88sankey-diagram%ef%bc%89","status":"publish","type":"post","link":"http:\/\/www.biocloudservice.com\/wordpress\/?p=48465","title":{"rendered":"\u6851\u57fa\u56fe\uff08Sankey diagram\uff09"},"content":{"rendered":"


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100%;\">\n<section>\n<section style=\"box-sizing: border-box;max-width: 100%;\">\n<section>\n<section style=\"box-sizing:border-box;max-width:100% !important;\">\n<p style=\"text-align: justify;\"><span style=\"font-family:\u5b8b\u4f53;font-size:16px;\">\u6851\u57fa\u56fe\uff08Sankey diagram\uff09\uff0c\u5373\u6851\u57fa\u80fd\u91cf\u5206\u6d41\u56fe\uff0c\u4e5f\u53eb\u6851\u57fa\u80fd\u91cf\u5e73\u8861\u56fe\u3002\u5b83\u662f\u4e00\u79cd\u7279\u5b9a\u7c7b\u578b\u7684\u6d41\u7a0b\u56fe\uff0c\u56fe\u4e2d\u5ef6\u4f38\u7684\u5206\u652f\u7684\u5bbd\u5ea6\u5bf9\u5e94\u6570\u636e<\/span><strong><span style=\"font-size: 16px;font-family: \u5b8b\u4f53;\">\u6d41\u91cf<\/span><\/strong><span style=\"font-family:\u5b8b\u4f53;font-size:16px;\">\u7684\u5927\u5c0f\uff0c\u6bd4\u8f83\u9002\u7528\u4e8e\u7528\u6237\u6d41\u91cf\u7b49\u6570\u636e\u7684\u53ef\u89c6\u5316\u5206\u6790\u3002\u56e01898\u5e74Matthew Henry Phineas Riall Sankey\u7ed8\u5236\u7684\u201c\u84b8\u6c7d\u673a\u7684\u80fd\u6e90\u6548\u7387\u56fe\u201d\u800c\u95fb\u540d\uff0c\u6b64\u540e\u4fbf\u4ee5\u5176\u540d\u5b57\u547d\u540d\u4e3a\u201c\u6851\u57fa\u56fe\u201d\u3002<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family:\u5b8b\u4f53;font-size:16px;\">\u611f\u5174\u8da3\u7684\u5c0f\u4f19\u4f34\u53ef\u4ee5\u53bb\u770b\u770bCharles Minard\u57281869\u5e74\u6240\u4f5c\u7684\u62ff\u7834\u4ed1\u4e1c\u5f81\u4fc4\u56fd\u7684\u4fe1\u606f\u56fe\uff0c\u7528\u5230\u7684\u5c31\u662f\u6851\u845a\u56fe\u5c55\u793a\u7684\u54e6\u3002<\/span><\/p>\n<p style=\"text-align: justify;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.47148148148148145\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_OFo1drJBMKgsM0aYnWCZmkHAU3asnA.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/zcicibWZessAy7Jyib9MMEm9KPl8V7ow5RsIREaBYu5ZEj5YwnvTOdGJPqnOFo1drJBMKgsM0aYnWCZmkHAU3asnA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"179\" title=\"image.png\" data-recalc-dims=\"1\"><\/p>\n<\/section>\n<section style=\"box-sizing:border-box;max-width:100% !important;\">\n<p><span style=\"font-size: 16px;\"><strong><span style=\"font-family: \u5b8b\u4f53;\">\u90a3\u4e48\u6851\u57fa\u56fe\u8981\u600e\u4e48\u770b\uff1f\u5c0f\u679c\u5728\u8fd9\u91cc\u4e3a\u5927\u5bb6\u68b3\u7406\u4e00\u4e0b\uff01<\/span><\/strong><\/span><\/p>\n<p style=\"margin-top:7px;margin-bottom:7px;margin-top:auto;margin-bottom:auto;line-height:24px;\"><span style=\"font-family: \u5b8b\u4f53;color: rgb(64, 64, 64);letter-spacing: 0px;font-size: 13px;background: rgb(255, 255, 255);\">\uff08<span style=\"font-family:Segoe UI Emoji;\">1<\/span>\uff09\u770b<\/span><span style=\"color: rgb(64, 64, 64);letter-spacing: 0px;font-size: 13px;background: rgb(255, 255, 255);font-family: "Segoe UI Emoji";\">\u7ebf\u6761\u7684\u8d70\u5411<\/span><span style=\"font-family: \u5b8b\u4f53;color: rgb(64, 64, 64);letter-spacing: 0px;font-size: 13px;background: rgb(255, 255, 255);\">\uff08<span style=\"font-family:Segoe UI Emoji;\">2<\/span>\uff09\u770b<\/span><span style=\"color: rgb(64, 64, 64);letter-spacing: 0px;font-size: 13px;background: rgb(255, 255, 255);font-family: "Segoe UI Emoji";\">\u7c97\u7ec6\u7684\u53d8\u5316<\/span><span style=\"font-family: \u5b8b\u4f53;color: rgb(64, 64, 64);letter-spacing: 0px;font-size: 13px;background: rgb(255, 255, 255);\"> \uff08<span style=\"font-family:Segoe UI Emoji;\">3<\/span>\uff09\u770b<\/span><span style=\"color: rgb(64, 64, 64);letter-spacing: 0px;font-size: 13px;background: rgb(255, 255, 255);font-family: "Segoe UI Emoji";\">\u8282\u70b9\u95f4\u7684\u6bd4\u8f83<\/span><\/p>\n<p><span style=\"font-size: 16px;font-family: 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style=\"box-sizing:border-box;max-width:100% !important;\">\n<p style=\"text-align:left;\"><span style=\"color: rgb(255, 162, 57);\"><strong><span style=\"font-size: 16px;font-family: \u5b8b\u4f53;\">\u6851\u57fa\u56fe\u53ef\u4ee5\u8fd0\u7528\u7684\u573a\u666f\u4e3b\u8981\u6709\uff1a<\/span><\/strong><\/span><\/p>\n<section data-id=\"61687\" data-tools=\"\u901f\u6392\u5c0f\u8682\u8681\u7f16\u8f91\u5668\" powered-by=\"xmyeditor.com\" data-md5=\"14402\" style=\"box-sizing:border-box;max-width:100% !important;\">\n<section style=\"text-align: left;box-sizing:border-box;max-width:100% !important;\" powered-by=\"xmyeditor.com\" data-md5=\"14402\">\n<section style=\"display: inline-block;vertical-align: middle;width: 18px;height: 18px;background-color:#FCAD7D;border-radius: 50%;-webkit-transform: rotate(0deg);box-sizing:border-box;max-width:100% !important;\" powered-by=\"xmyeditor.com\" data-md5=\"14402\"><br \/><\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: 18px;height: 18px;background-color:#FEE986;border-radius: 50%;margin-left: -10px;box-sizing:border-box;max-width:100% !important;\" powered-by=\"xmyeditor.com\" data-md5=\"14402\"><br \/><\/section>\n<section style=\"display: inline-block;vertical-align: middle;padding-left: 26px;margin-left: -26px;box-sizing:border-box;max-width:100% !important;\" powered-by=\"xmyeditor.com\" data-md5=\"14402\">\n<section style=\"letter-spacing: 2px;line-height: 24px;text-align: justify;padding-left: 6px;box-sizing: border-box;max-width: 100% !important;\" powered-by=\"xmyeditor.com\" data-md5=\"14402\">\n<p style=\"font-size: 15px;\" data-md5=\"14402\"><strong data-md5=\"14402\">\u573a\u666f\u4e00\uff1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><span style=\"font-family: \u5b8b\u4f53;\">miRNA\u548c\u9776\u57fa\u56e0\u7684\u5173\u7cfb\u3002<\/span><br \/><\/p>\n<section style=\"display: inline-block;vertical-align: middle;width: 18px;height: 18px;background-color:#FCAD7D;border-radius: 50%;-webkit-transform: rotate(0deg);box-sizing:border-box;max-width:100% !important;\" powered-by=\"xmyeditor.com\" data-md5=\"14402\"><br \/><\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: 18px;height: 18px;background-color:#FEE986;border-radius: 50%;margin-left: -10px;box-sizing:border-box;max-width:100% !important;\" powered-by=\"xmyeditor.com\" data-md5=\"14402\"><br \/><\/section>\n<section style=\"display: inline-block;vertical-align: middle;padding-left: 26px;margin-left: -26px;box-sizing:border-box;max-width:100% !important;\" powered-by=\"xmyeditor.com\" data-md5=\"14402\">\n<section style=\"letter-spacing: 2px;line-height: 24px;padding-left: 6px;box-sizing: border-box;max-width: 100% !important;\" powered-by=\"xmyeditor.com\" data-md5=\"14402\">\n<p style=\"font-size: 15px;\" data-md5=\"14402\"><strong data-md5=\"14402\">\u573a\u666f\u4e8c\uff1a<\/strong><\/p>\n<\/section>\n<\/section>\n<p><span style=\"font-family: \u5b8b\u4f53;\">\u4e00\u4e2agroup\u5305\u542b\u591a\u4e2a\u57fa\u56e0\uff0c\u540c\u4e00\u4e2a\u57fa\u56e0\u7684\u4e0d\u540c\u7a81\u53d8\u53ef\u80fd\u5c5e\u4e8e\u591a\u4e2agroup\u3002\u50cf\u4f8b\u56fe\u4e00\u6837\uff0c\u5c55\u793a\u9ad8\u9891\u7a81\u53d8\u57fa\u56e0\u6240\u5904\u7684\u5206\u7ec4\u3002<\/span><\/p>\n<\/section>\n<section style=\"box-sizing:border-box;max-width:100% !important;\">\n<p><br \/><\/p>\n<section style=\"display: inline-block;vertical-align: middle;width: 18px;height: 18px;background-color:#FCAD7D;border-radius: 50%;-webkit-transform: rotate(0deg);box-sizing:border-box;max-width:100% !important;\" powered-by=\"xmyeditor.com\" data-md5=\"14402\"><br \/><\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: 18px;height: 18px;background-color:#FEE986;border-radius: 50%;margin-left: -10px;box-sizing:border-box;max-width:100% !important;\" powered-by=\"xmyeditor.com\" data-md5=\"14402\"><br \/><\/section>\n<section style=\"display: inline-block;vertical-align: middle;padding-left: 26px;margin-left: -26px;box-sizing:border-box;max-width:100% !important;\" powered-by=\"xmyeditor.com\" data-md5=\"14402\">\n<section style=\"letter-spacing: 2px;line-height: 24px;padding-left: 6px;box-sizing: border-box;max-width: 100% !important;\" powered-by=\"xmyeditor.com\" data-md5=\"14402\">\n<p style=\"font-size: 15px;\" data-md5=\"14402\"><strong data-md5=\"14402\">\u573a\u666f\u4e09\uff1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"box-sizing:border-box;max-width:100% !important;\">\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">\u4eba\u7fa4\u6309\u6027\u522b\u3001\u5e74\u9f84\u3001\u5bb6\u65cf\u53f2\u7b49\u7279\u5f81\u5206\u7ec4\uff0c\u5c55\u793a\u4e0d\u540c\u5206\u7ec4\u5f97\u764c\u75c7\u7684\u89c4\u5f8b\u3002<\/span><\/p>\n<p><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.47148148148148145\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_gPZAbpDaYWlXyI0GjXRBkoJH23g6vg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/zcicibWZessAy7Jyib9MMEm9KPl8V7ow5RsbJcFfHJw9TKicfzmdV1OkqZvKgPZAbpDaYWlXyI0GjXRBkoJH23g6vg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"153\" title=\"image.png\" data-recalc-dims=\"1\"><\/p>\n<\/section>\n<section style=\"box-sizing:border-box;max-width:100% !important;\">\n<p><br \/><\/p>\n<p><span style=\"font-size: 16px;color: rgb(255, 162, 57);\"><strong><span style=\"font-family: \u5b8b\u4f53;\">\u4e0b\u9762\u662f\u5177\u4f53\u7684\u4ee3\u7801\u5b9e\u6218\u90e8\u5206\uff1a<\/span><\/strong><\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\"><span style=\"font-family: Calibri;\">###<\/span>\u8bfb\u53d6\u6570\u636e\uff0c\u67e5\u770b\u6570\u636e<\/span><\/p>\n<p><span style=\"font-size: 16px;font-family: Calibri;\">df <- read.table(“sankey.txt”,sep = “t”,row.names = 1,header = T)<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">head(df)<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\"><br \/><\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\"><\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">###install.packages(“ggalluvial”)<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\"><span style=\"font-family: Calibri;\">###<\/span>\u52a0\u8f7d<span style=\"font-family: Calibri;\">R<\/span>\u5305<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">library(ggalluvial)<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\"><br \/><\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\"><\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\"><span style=\"font-family: Calibri;\">#<\/span>\u5b9a\u4e49\u989c\u8272\uff0c\u540e\u9762\u4ece\u8fd9\u91cc\u9009\u989c\u8272<\/span><\/p>\n<p><span style=\"font-size: 16px;font-family: Calibri;\">mycol <- rep(c(“#223D6C”,”#D20A13″,”#FFD121″,”#088247″,”#11AA4D”,”#58CDD9″,”#7A142C”,”#5D90BA”,”#029149″,”#431A3D”,”#91612D”,”#6E568C”,”#E0367A”,”#D8D155″,”#64495D”,”#7CC767″),3)<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\"><br \/><\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\"><span style=\"font-family: Calibri;\">#<\/span>\u683c\u5f0f\u8f6c\u6362<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">UCB_lodes <- to_lodes_form(df[,1:ncol(df)],<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">                           <span style=\"font-family: Calibri;\">axes = 1:ncol(df),<\/span><\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">                           <span style=\"font-family: Calibri;\">id = “Cohort”)<\/span><\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">dim(UCB_lodes)<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\"> <\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">head(UCB_lodes)<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\"> <\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">pdf(“1sankey.pdf”)<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\"> <\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">ggplot(UCB_lodes,<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">       <span style=\"font-family: Calibri;\">aes(x = x, stratum = stratum, alluvium = Cohort,<\/span><\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">           <span style=\"font-family: Calibri;\">fill = stratum, label = stratum)) +<\/span><\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">  <span style=\"font-family: Calibri;\">scale_x_discrete(expand = c(0, 0)) +<\/span><\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">  <span style=\"font-family: Calibri;\">geom_flow(width = 1\/8) + #<\/span>\u7ebf\u8ddf\u65b9\u5757\u95f4\u7a7a\u9699\u7684\u5bbd\u7a84<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">  <span style=\"font-family: Calibri;\">geom_stratum(alpha = .9,width = 1\/10) + #<\/span>\u65b9\u5757\u7684\u900f\u660e\u5ea6\u3001\u5bbd\u5ea6<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">  <span style=\"font-family: Calibri;\">geom_text(stat = “stratum”, size = 3,color=”black”) + #<\/span>\u6587\u5b57\u5927\u5c0f\u3001\u989c\u8272<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\"><br \/><\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\"> <span style=\"font-family: Calibri;\">#<\/span>\u4e0d\u559c\u6b22\u9ed8\u8ba4\u7684\u914d\u8272\u65b9\u6848\uff0c\u7528\u524d\u9762\u81ea\u5df1\u5199\u7684\u914d\u8272\u65b9\u6848<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">  <span style=\"font-family: Calibri;\">scale_fill_manual(values = mycol) +<\/span><\/span><\/p>\n<p><br \/><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\"><\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">xlab(“”) + ylab(“”) +<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">  <span style=\"font-family: Calibri;\">theme_bw() + #<\/span>\u53bb\u9664\u80cc\u666f\u8272<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">  <span style=\"font-family: Calibri;\">theme(panel.grid =element_blank()) + #<\/span>\u53bb\u9664\u7f51\u683c\u7ebf<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">  <span style=\"font-family: Calibri;\">theme(panel.border = element_blank()) + #<\/span>\u53bb\u9664\u5916\u5c42\u8fb9\u6846<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">  <span style=\"font-family: Calibri;\">theme(axis.line = element_blank(),axis.ticks = element_blank(),axis.text = element_blank()) + #<\/span>\u53bb\u6389\u5750\u6807\u8f74<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">  <span style=\"font-family: Calibri;\">ggtitle(“”)+<\/span><\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">  <span style=\"font-family: Calibri;\">guides(fill = FALSE)<\/span><\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">dev.off()<\/span><\/p>\n<p><span style=\"font-size: 14px;font-family: Calibri;\"><\/span><br \/><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\"><span style=\"font-family: Calibri;\">###<\/span>\u8fd8\u53ef\u4ee5\u53ea\u9009\u5176\u4e2d\u4e00\u90e8\u5206\u5217\u6765\u753b\uff0c\u6b64\u5904\u53ea\u753b\u7b2c\u4e00\u5217\u548c\u7b2c\u4e09\u5217<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">UCB_lodes <- to_lodes_form(df[,c(1,3)],<\/span><\/p>\n<p><span style=\"font-family:\u5b8b\u4f53;font-size:14px;\">                           <span style=\"font-family:Calibri;\">axes = 1:2,<\/span><\/span><\/p>\n<p><span style=\"font-family:\u5b8b\u4f53;font-size:14px;\">                           <span style=\"font-family:Calibri;\">id = “Cohort”)<\/span><\/span><\/p>\n<p><br \/><\/p>\n<\/section>\n<section style=\"box-sizing:border-box;max-width:100% !important;\">\n<p><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.47148148148148145\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_Cm0xSzKzvHIx50KXZsbInDdJudicqg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/zcicibWZessAy7Jyib9MMEm9KPl8V7ow5RsSyzLWpv9W6PKu4biczcBucb13UCm0xSzKzvHIx50KXZsbInDdJudicqg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"279\" title=\"image.png\" data-recalc-dims=\"1\"><\/p>\n<p><span style=\"font-family:\u5b8b\u4f53;font-size:14px;\">\u7ed3\u679c\u56fe\u5c55\u793a<\/span><\/p>\n<p><br \/><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;\">\u6587\u672b\u9644\u4ee3\u7801\u548c\u6570\u636e\uff0c\u5173\u6ce8\u5c0f\u679c\uff0c\u6084\u6084\u53d8\u5f3a\u54e6\u3002<\/span><\/p>\n<p><br \/><\/p>\n<\/section>\n<section style=\"box-sizing:border-box;max-width:100% !important;\">\n<p><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.47148148148148145\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_rqlQj6Gh31MUnJaockaTm061ZShaZA.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/zcicibWZessAy7Jyib9MMEm9KPl8V7ow5RseHXf0cBsH4PaF1sxYwgzCr4BrqlQj6Gh31MUnJaockaTm061ZShaZA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"241\" title=\"image.png\" data-recalc-dims=\"1\"><\/p>\n<\/section>\n<\/section>\n<p style=\"text-indent: 2em;\"><br \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-bottom: 8px;white-space: normal;font-size: 16px;outline: 0px;max-width: 100%;box-sizing: border-box;color: rgb(0, 0, 0);font-family: system-ui, -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);overflow-wrap: break-word !important;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;max-width: 100%;box-sizing: border-box;text-align: left;justify-content: flex-start;display: flex;flex-flow: row nowrap;overflow-wrap: break-word !important;\">\n<section style=\"padding-right: 5px;outline: 0px;max-width: 100%;box-sizing: border-box;display: inline-block;vertical-align: middle;width: auto;align-self: center;flex: 0 0 auto;min-width: 5%;height: auto;line-height: 0;overflow-wrap: break-word !important;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;max-width: 100%;box-sizing: border-box;transform: perspective(0px);transform-style: flat;overflow-wrap: break-word !important;\">\n<section style=\"outline: 0px;max-width: 100%;box-sizing: border-box;text-align: center;transform: rotateY(180deg);line-height: 0;overflow-wrap: break-word !important;\">\n<section style=\"outline: 0px;max-width: 100%;box-sizing: border-box;vertical-align: middle;display: inline-block;line-height: 0;width: 21px;height: auto;overflow-wrap: break-word !important;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.8823529\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2023-01-11_\u6851\u57fa\u56fe\uff08Sankey diagram\uff09\/7_coMmalHVpoIUBibRLQR2BSibW4xZt9.svg\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_svg\/oYwP0cFmRU2fibTmhzuxe0C3WLz32VRGs9IeV6Zxohy4WIm45iaDia2q0ORv68Gf6SfXQ68icoMmalHVpoIUBibRLQR2BSibW4xZt9\/640?wx_fmt=svg&wxfrom=5&wx_lazy=1&wx_co=1'\" data-type=\"svg\" data-w=\"170\" style=\"vertical-align: middle;outline: 0px;box-sizing: border-box;display: initial;overflow-wrap: break-word !important;width: 20.9896px !important;visibility: visible !important;\" \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"padding: 3px 20px;outline: 0px;max-width: 100%;box-sizing: border-box;display: inline-block;vertical-align: middle;width: auto;align-self: center;flex: 0 0 auto;min-width: 5%;height: auto;background-color: rgb(255, 128, 52);overflow-wrap: break-word !important;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;max-width: 100%;box-sizing: border-box;text-align: justify;color: rgb(255, 255, 255);overflow-wrap: break-word !important;\">\n<p style=\"outline: 0px;max-width: 100%;box-sizing: border-box;overflow-wrap: break-word !important;\"><strong style=\"outline: 0px;max-width: 100%;box-sizing: border-box;overflow-wrap: break-word !important;\">\u63a8\u8350\u9605\u8bfb<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<ul class=\"list-paddingleft-1\" style=\"width: 577.188px;white-space: normal;font-size: 16px;list-style-type: square;\">\n<li>\n<h1 style=\"margin-bottom: 14px;font-size: 22px;outline: 0px;line-height: 1.4;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;letter-spacing: 0.544px;text-align: start;background-color: rgb(255, 255, 255);\"><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247484631&idx=1&sn=4f1d25330ca352cee60725dc696e3c8d&chksm=cf7c9412f80b1d049bb7110ce721727c96c520a4100612f9b2f1f25107a78d2c519c1ca10c88&token=257210084&lang=zh_CN&scene=21#wechat_redirect\" textvalue=\"\u751f\u4fe1\u5206\u6790\u4e2d\u4e0d\u53ef\u5ffd\u89c6\u7684GTEx\u6570\u636e\u5e93\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" tab=\"innerlink\" data-linktype=\"2\" style=\"text-decoration: underline;\" rel=\"noopener\"><span style=\"font-size: 16px;\">\u751f\u4fe1\u5206\u6790\u4e2d\u4e0d\u53ef\u5ffd\u89c6\u7684GTEx\u6570\u636e\u5e93<\/span><\/a><\/h1>\n<\/li>\n<li>\n<h1 style=\"margin-bottom: 14px;font-size: 22px;outline: 0px;line-height: 1.4;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;letter-spacing: 0.544px;text-align: start;background-color: rgb(255, 255, 255);\"><a 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