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YaHei", Arial, sans-serif;font-size: 10.5pt;\">\u6211\u4eec\u5c31\u5e26\u5c0f\u4f19\u4f34\u53bb\u5b66\u4e60\u6851\u57fa\u56fe\u7684\u7ed8\u5236\uff0c\u5c0f\u679c\u5e26\u5c0f\u4f19\u4f34\u7ed8\u5236\u7684\u6851\u57fa\u56fe\u662f\u4e00\u79cd\u7279\u5b9a\u7c7b\u578b\u7684\u6d41\u7a0b\u56fe\uff0c\u5176\u4e2d\u56fe\u4e2d\u5ef6\u4f38\u5206\u652f\u7684\u5bbd\u5ea6\u5bf9\u5e94\u6570\u636e\u6d41\u91cf\u7684\u5927\u5c0f\uff0c\u901a\u5e38\u5e94\u7528\u6211\u4eec\u6570\u636e\u7684\u53ef\u89c6\u5316\u5206\u6790\u3002<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">\u63a5\u4e0b\u91cc\u5c0f\u679c\u5c31\u5927\u5bb6\u53bb\u5b66\u4e60\u5427!<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-size: 10.5pt;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;\">\u9996\u5148\u6211\u4eec\u5148\u8f7d\u5165R\u5305\uff0c\u4e3b\u8981\u7528\u5230\u4e3b\u8981\u7684\u7528\u5230\u8fd8\u662fggalluvial\u8fd9\u4e13\u95e8\u7ed8\u5236\u6851\u57fa\u56fe\u7684\u5305<\/span><span style=\"\"><o:p><\/o:p><\/span><\/p>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p style=\"text-align: center;white-space: normal;\"><br \/><\/p>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"apache\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__attribute\">library<\/span>(ggalluvial)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__attribute\">library<\/span>(ggplot2)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__attribute\">library<\/span>(dplyr)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u8fd9\u91cc\u5c0f\u679c\u4f7f\u7528\u7684\u5b9e\u4f8b\u6570\u636e\u5e26\u9886\u5927\u5bb6\u53bb\u5b66\u4e60\uff0c\u4e3b\u8981\u7528\u7684\u4f7f\u7528TCGA\u6570\u636e\u96c6\u4e2d\u7684LIHC\u7684\u4e34\u5e8a\u6570\u636e\u8fdb\u884c\u5c55\u793a\uff0c\u5927\u5bb6\u53ef\u4ee5\u6839\u636e\u6570\u636e\u683c\u5f0f\u5904\u7406\u81ea\u5df1\u7684\u4e34\u5e8a\u6570\u636e\u3002<\/span><\/span><\/code><\/pre>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<p><span style=\"font-size: 14px;\"><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.6623376623376623\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_BRJy2kf1783J1GzSQssmFVz2icDw3w.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAzRRponrmWezeJ06LYFcyFqPkRlzMLqLPrZ5maNTAOmwHevfBRJy2kf1783J1GzSQssmFVz2icDw3w\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"\" \/><\/p>\n<p><o:p><\/o:p><\/p>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"nginx\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u8bfb\u5165LIHC\u4e34\u5e8a\u6570\u636e<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__attribute\">LIHC<\/span> <- read.csv(<span class=\"code-snippet__string\">\"data.csv\"<\/span>,header=TRUE)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u5728\u8fd9\u91cc\u5c55\u793a\u6570\u636e\u60c5\u51b5<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">head(LIHC)<\/span><\/code><code><span class=\"code-snippet_outer\">summary(LIHC)<\/span><\/code><\/pre>\n<\/section>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<p><span style=\"\"><span style=\"font-family:\u7b49\u7ebf;\">\u5c0f\u4f19\u4f34\u6ce8\u610f\u4e0b\uff1a\u6851\u57fa\u56fe\u7684\u6570\u636e\u7ed3\u6784\u9700\u8981\u8282\u70b9\uff0c\u6743\u91cd\u7b49\u4fe1\u606f\uff0c\u800c<\/span><span style=\"font-family:\u7b49\u7ebf;\">ggalluvial\u7684\u8f93\u5165\u6570\u636e\u53ef\u4ee5\u662f\u957f\u6570\u636e\u4ea6\u53ef\u4ee5\u662f\u5bbd\u6570\u636e<\/span><\/span><span style=\"\"><o:p><\/o:p><\/span><\/p>\n<p><span style=\"\">\u6211\u4eec\u5148\u5bf9\u4e34\u5e8a\u6570\u636e\u8fdb\u884c\u7b80\u5355\u7684\u5904\u7406\u5f97\u5230\u56db\u4e2a\u53d8\u91cf\u7684\u9891\u6570\uff0c\u6574\u7406\u6210\u5bbd\u6570\u636e\uff1a<\/span><span style=\"\"><o:p><\/o:p><\/span><\/p>\n<p><br \/><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"nginx\"><code><span class=\"code-snippet_outer\">#\u5206\u7ec4\u8ba1\u7b97\u9891\u6570<\/span><\/code><code><span class=\"code-snippet_outer\">LIHCData <- group_by(LIHC,AGE,SEX,AJCC_PATHOLOGIC_TUMOR_STAGE,OS_STATUS) %>% summarise(., count = n())<\/span><\/code><code><span class=\"code-snippet_outer\">#\u67e5\u770b\u5bbd\u6570\u636e\u683c\u5f0f<\/span><\/code><code><span class=\"code-snippet_outer\">head(LIHCData)<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-align: center;\"><br \/><\/p>\n<p style=\"text-align: center;\"><strong style=\"font-size: 16px;letter-spacing: 0.578px;text-align: center;text-wrap: wrap;\"><\/strong><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.3838383838383838\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_R7GZUUwMKdLrBXpiaPGMsAZQ5A1A9A.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAzRRponrmWezeJ06LYFcyFqwa8uJNf0xLRvMfSP5ojvf9mdFR7GZUUwMKdLrBXpiaPGMsAZQ5A1A9A\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"\" \/><\/p>\n<p style=\"text-align: center;\"><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u4e0a\u8ff0\u6570\u636e\u5904\u7406\u5b8c\u6210\uff0c\u6211\u4eec\u5f00\u59cb\u53bb\u7ed8\u5236\u6851\u57fa\u56fe\uff1a<\/span><span style=\"\"><o:p><\/o:p><\/span><\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"bash\"><code><span class=\"code-snippet_outer\"># \u7ed8\u5236\u6851\u57fa\u56fe<\/span><\/code><code><span class=\"code-snippet_outer\">ggplot(data = LIHC_long,<\/span><\/code><code><span class=\"code-snippet_outer\"> aes(x = Demographic, stratum = stratum, alluvium = alluvium,<\/span><\/code><code><span class=\"code-snippet_outer\"> y = count, label = stratum)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_alluvium(aes(fill = OS_STATUS)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_stratum() + geom_text(stat = \"stratum\") +<\/span><\/code><code><span class=\"code-snippet_outer\"> theme_minimal() +<\/span><\/code><code><span class=\"code-snippet_outer\"> ggtitle(\"Patients in the TCGA-LIHC cohort\",<\/span><\/code><code><span class=\"code-snippet_outer\"> \"stratified by demographics and survival\")<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.6233766233766234\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_dh3E2ZJCwnlAFfww3L5EMNASNibhxQ.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAzRRponrmWezeJ06LYFcyFqjY5ajwmINZ3gOA6Xib056pPGdSdh3E2ZJCwnlAFfww3L5EMNASNibhxQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"\" \/><\/p>\n<p style=\"text-align: center;\"><br \/><\/p>\n<p><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u63a5\u4e0b\u6765\u6211\u4eec\u8fd8\u4ee5\u5229\u7528\u6851\u57fa\u56fe\u53bb\u5c55\u793a\u72b6\u6001\u53d8\u5316\u7684\u8d8b\u52bf<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528R\u5305\u4e2d\u5185\u7f6e\u6570\u636e\u96c6 vaccinations \u8fd9\u4e2a\u53ef\u4ee5\u5c55\u793a\u540c\u4e00\u4e2a\u9879\u76ee\u4e0b\u4e0d\u540c\u751f\u5b58\u72b6\u6001\u7684\u60c5\u51b5<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u611f\u5174\u8da3\u7684\u5c0f\u4f19\u4f34\u53ef\u4ee5\u6309\u7167\u4e00\u4e0b\u6570\u636e\u5f62\u5f0f\u53bb\u8bbe\u7f6e\u81ea\u5df1\u7684\u6570\u636e\u96c6\uff1a<\/span><\/p>\n<p><span style=\"\"><br \/><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.7739403453689168\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_4r5n8mbYZFMLM9OicUznicvJsia4IQ.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAzRRponrmWezeJ06LYFcyFqBCACESiaLjic9fA2ZaRcMggtCr6pic4r5n8mbYZFMLM9OicUznicvJsia4IQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"637\" style=\"\" \/><\/p>\n<p><span style=\"\"><o:p><\/o:p><\/span><\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"xml\"><code><span class=\"code-snippet_outer\">data(vaccinations)<\/span><\/code><code><span class=\"code-snippet_outer\">levels(vaccinations$response) <- rev(levels(vaccinations$response))#\u5c0f\u679c\u5728\u8fd9\u91cc\u4f5c\u4e3a\u6f14\u793a<\/span><\/code><code><span class=\"code-snippet_outer\">\u63a5\u4e0b\u6765\u7ed8\u5236\u6851\u57fa\u56fe\uff1a<\/span><\/code><code><span class=\"code-snippet_outer\">ggplot(vaccinations,<\/span><\/code><code><span class=\"code-snippet_outer\"> aes(x = survey, stratum = response, alluvium = subject,<\/span><\/code><code><span class=\"code-snippet_outer\"> y = freq,<\/span><\/code><code><span class=\"code-snippet_outer\"> fill = response, label = response)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> scale_x_discrete(expand = c(.1, .1)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_flow() +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_stratum(alpha = .5) +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_text(stat = \"stratum\", size = 3) +<\/span><\/code><code><span class=\"code-snippet_outer\"> theme(legend.position = \"none\") +<\/span><\/code><code><span class=\"code-snippet_outer\"> ggtitle(\"vaccination survey responses at three points in time\")<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-align: center;\"><br \/><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.6435786435786436\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_iazL7jno03O1c4PeibFPagDwDWh3uA.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAzRRponrmWezeJ06LYFcyFqicuZuLo3A4gib70TXxr1QAJKz1yviazL7jno03O1c4PeibFPagDwDWh3uA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"\" \/><\/p>\n<p style=\"text-align: center;\"><br \/><\/p>\n<p><span style=\"font-size: 14px;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;\">\u8fd9\u6837\u4e00\u6765\u72b6\u6001\u53d8\u5316\u7684\u8d8b\u52bf\u5c31\u5c55\u793a\u51fa\u6765\u4e86\u3002<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-size: 14px;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;\">\u4e0a\u8ff0\u5c31\u662f\u5982\u4f55\u4f7f\u7528R\u5305-ggalluvial\u7ed8\u5236\u6851\u57fa\u56fe\uff01\uff0c\u5c0f\u4f19\u4f34\u6709\u6ca1\u6709\u5fc3\u52a8\u5462\uff0c\u5feb\u53bb\u8bbe\u7f6e\u81ea\u5df1\u7684\u6570\u636e\u96c6\u53bb\u5b8c\u6210\u6851\u57fa\u56fe\u3002\u5c0f\u679c\u5728\u8fd9\u91cc\u63d0\u9192\u5927\u5bb6\u4e00\u4e0b\uff0c\u8981\u6ce8\u610f\u591a\u591a\u7406\u89e3\u4ee3\u7801\u4e2d\u53c2\u6570\u7684\u542b\u4e49\uff0c\u8fd9\u6837\u80fd\u628a\u81ea\u5df1\u53ef\u89c6\u5316\u7684\u7ed3\u679c\u5c55\u793a\u6210\u81ea\u5df1\u7684\u56fe\u7247\u3002<\/span><span style=\"\"><o:p><\/o:p><\/span><\/p>\n<p style=\"text-align: center;\"><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u4e0b\u671f\u5c06\u4e3a\u4f60\u5e26\u6765\u66f4\u591aR\u8bed\u8a00\u7684\u9a9a\u64cd\u4f5c\u6280\u5de7\uff0c\u4ee5\u4e0b\u63a8\u8350\u7684\u662f\u4e00\u4e2a\u591a\u529f\u80fd\u7684\u751f\u4fe1\u5e73\u53f0\u3002<\/span><\/p>\n<p><span style=\"color: rgb(255, 0, 0);background: rgb(255, 255, 255);font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u4e91\u751f\u4fe1\u5e73\u53f0\u94fe\u63a5\uff1ahttp:\/\/www.biocloudservice.com\/home.html\u3002<\/span><span style=\"text-align: center;letter-spacing: 0.034em;\"><\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 12pt;letter-spacing: 0.034em;\"><\/span><\/p>\n<p style=\"text-align: center;\"><br \/><\/p>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p><span style=\"color: rgb(217, 33, 66);\"><span style=\"font-size: 10.5pt;font-family: \u5fae\u8f6f\u96c5\u9ed1;\">\u5176\u4ed6<\/span><span style=\"font-size: 10.5pt;font-family: \u5fae\u8f6f\u96c5\u9ed1;\">\u76f8\u5173\u5206\u6790\u5185\u5bb9\uff0c\u4f8b\u5982\u9884\u6d4b\u80bf\u7624\u6837\u672c\u836f\u7269\u654f\u611f\u6027\u5206\u6790(http:\/\/www.biocloudservice.com\/712\/712.php),\u9884\u6d4b\u67d0\u6837\u672c\u4e9a\u578b\u5bf9\u514d\u75ab\u6cbb\u7597\u7684\u53cd\u5e94(http:\/\/www.biocloudservice.com\/292\/292.php)\uff0c\u5355\u6837\u672c\u5bcc\u96c6\u7b97\u6cd5\u5206\u6790\u514d\u75ab\u6d78\u6da6\u4e30\u5ea6(http:\/\/www.biocloudservice.com\/106\/106.php)\uff0c\u8ba1\u7b9764\u79cd\u514d\u75ab\u7ec6\u80de\u76f8\u5bf9\u542b\u91cf(http:\/\/www.biocloudservice.com\/107\/107.php)\u7b49\u90fd\u53ef\u4ee5\u7528\u672c\u516c\u53f8\u65b0\u5f00\u53d1\u7684\u96f6\u4ee3\u7801\u4e91\u5e73\u53f0\u751f\u4fe1\u5206\u6790\u5c0f\u5de5\u5177\uff0c\u4e00\u952e\u5b8c\u6210\u8be5\u5206\u6790\u5965\uff0c\u611f\u5174\u8da3\u7684\u5c0f\u4f19\u4f34\u6b22\u8fce\u6765\u5c1d\u8bd5\u5965\uff0c\u7f51\u5740\uff1ahttp:\/\/www.biocloudservice.com\/home.html\u3002<\/span><\/span><span style=\"color: rgb(217, 33, 66);font-size: 10.5pt;font-family: \u5fae\u8f6f\u96c5\u9ed1;\"><\/span><span style=\"mso-spacerun:"yes";font-family:\u5fae\u8f6f\u96c5\u9ed1;font-size:10.5000pt;mso-font-kerning:1.0000pt;\">\u4eca\u5929\u5c0f\u679c\u7684\u5206\u4eab\u5c31\u5230\u8fd9\u91cc\uff0c\u4e0b\u671f\u5728\u89c1\u5965\u3002<\/span><span style=\"text-align: center;letter-spacing: 0.034em;\"><\/span><\/p>\n<p><span style=\"mso-spacerun:"yes";font-family:\u5fae\u8f6f\u96c5\u9ed1;font-size:10.5000pt;mso-font-kerning:1.0000pt;\"><o:p><br \/><\/o:p><\/span><\/p>\n<section style=\"margin-bottom: 0px;outline: 0px;font-family: system-ui, -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;font-size: 16px;white-space: normal;text-align: left;background-color: rgb(255, 255, 255);letter-spacing: 0.578px;visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<section 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href=\"https:\/\/mp.weixin.qq.com\/mp\/appmsgalbum?__biz=Mzg3OTg3MjQyNg==&action=getalbum&album_id=2821072943068839938#wechat_redirect\" title=\"\u751f\u4fe1\u7ed8\u56fe\" target=\"_blank\" rel=\"noopener\">#\u751f\u4fe1\u7ed8\u56fe<\/a><a href=\"https:\/\/mp.weixin.qq.com\/mp\/appmsgalbum?__biz=Mzg3OTg3MjQyNg==&action=getalbum&album_id=3142740974583152642#wechat_redirect\" title=\"\u751f\u4fe1\u8bfb\u56fe\" target=\"_blank\" rel=\"noopener\">#\u751f\u4fe1\u8bfb\u56fe<\/a><\/p>\n<\/div>\n<section style=\"font-size: 16px;\" data-mpa-powered-by=\"yiban.io\">\n<section style=\"\" powered-by=\"xiumi.us\">\n<section style=\"text-align: left;\">\n<section>\n<section powered-by=\"xiumi.us\">\n<section style=\"letter-spacing: 0.578px;\">\n<section>\n<section style=\"width: 100%;flex: 0 0 100%;\" powered-by=\"xiumi.us\">\n<section style=\"opacity: 1;width: 100%;\">\n<section powered-by=\"xiumi.us\">\n<section style=\"line-height: 1.8;\">\n<section style=\"margin-top: 10px;margin-bottom: 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style=\"text-align: center;\">\n<p style=\"text-indent: 0em;line-height: 1.75em;\"><span style=\"letter-spacing: 0.5px;\"><strong><span style=\"font-size: 15px;\"> \u751f\u4fe1\u4ebaR\u8bed\u8a00\u5b66\u4e60\u5fc5\u5907<\/span><\/strong><\/span><\/p>\n<p style=\"text-indent: 0em;line-height: 1.75em;\"><span style=\"letter-spacing: 0.5px;\"><strong><span style=\"font-size: 15px;\">\u7acb\u523b\u62e5\u6709\u4e00\u4e2aRstudio\u8d26\u53f7<\/span><\/strong><\/span><\/p>\n<p style=\"text-indent: 0em;line-height: 1.75em;\"><span style=\"letter-spacing: 0.5px;\"><strong><span style=\"font-size: 15px;\">\u5f00\u542f\u5347\u7ea7\u6a21\u5f0f\u5427<\/span><\/strong><\/span><\/p>\n<p style=\"text-indent: 0em;line-height: 1.75em;\"><span style=\"color: rgb(255, 129, 36);font-size: 12px;letter-spacing: 0.5px;\">\uff0856\u7ebf\u7a0b\uff0c256G\u5185\u5b58\uff0c\u4e2a\u4eba\u5b58\u50a81T\uff09<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: top;width: 29.9652%;align-self: flex-start;flex: 0 0 auto;height: auto;max-width: 29.9652% !important;\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;\" powered-by=\"xiumi.us\">\n<section style=\"text-align: center;line-height: 0;\">\n<section>\n<section style=\"display: inline-block;vertical-align: middle;\" powered-by=\"xiumi.us\">\n<section style=\"line-height: 0;\">\n<section style=\"width: 111px;\" powered-by=\"xiumi.us\">\n<section style=\"line-height: 1.75em;text-indent: 0em;\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;height: auto;width: 111px;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"1\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_GBhsibRAgNiaQsH4ichdP9ibEhHMFA-81.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyL6u7wJswOp8vtpzGp6vYngnlT6jiavu08Bvp2iblzGf3IkoBD9NGBhsibRAgNiaQsH4ichdP9ibEhHMFA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"400\" style=\"vertical-align: middle;width: 100%;\" \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section style=\"display: contents;\" powered-by=\"xiumi.us\">\n<section style=\"display: contents;\">\n<section style=\"display: contents;\">\n<section style=\"height: 0px;overflow: hidden;\"><span style=\"font-size: 14px;letter-spacing: 0.578px;caret-color: red;\"> <\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">\u5c0f\u4f19\u4f34\u5e73\u65f6\u9762\u5bf9\u591a\u4e2a\u6570\u636e\u5173\u7cfb\u4e0d\u77e5\u9053\u5982\u4f55\u7ed8\u5236\u56fe\uff0c\u4e00\u822c\u6765\u8bf4\u4f7f\u7528\u5e38\u89c1\u7684\u8868\u683c\u5df2\u7ecf\u6ee1\u8db3\u4e0d\u4e86\u5c0f\u4f19\u4f34\uff0c\u5e76\u4e14\u4e5f\u4e0d\u597d\u770b\u3002\u800c\u4eca\u5929\u5c0f\u679c\u7ed9\u5927\u5bb6\u4ecb\u7ecd\u7684\u6851\u57fa\u56fe\u53ef\u4ee5\u5448\u73b0\u6570\u636e\u7684\u6d41\u52a8\u548c\u5206\u5e03\u3002\u800c\u6851\u57fa\u56fe\uff08Sankey\uff09\u4f5c\u4e3a\u76f8\u5bf9\u590d\u6742\u7684\u56fe\u8868\u79cd\u7c7b\uff0c\u5e73\u65f6\u5f88\u5c11\u7528\u5230\uff0c\u4e3b\u8981\u662f\u5b83\u4f7f\u7528\u7684\u800c\u73af\u5883\u4e0d\u591a\uff0c\u5e76\u4e14\u5236\u4f5c\u96be\u5ea6\u5f88\u5927\uff0c\u4f46\u662f\u6851\u57fa\u56fe\u53ef\u4ee5\u5f88\u597d\u7684\u5c55\u793a\u6211\u4eec\u6570\u636e\u7684\u5206\u5e03\u3002<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">\u6211\u4eec\u5c31\u5e26\u5c0f\u4f19\u4f34\u53bb\u5b66\u4e60\u6851\u57fa\u56fe\u7684\u7ed8\u5236\uff0c\u5c0f\u679c\u5e26\u5c0f\u4f19\u4f34\u7ed8\u5236\u7684\u6851\u57fa\u56fe\u662f\u4e00\u79cd\u7279\u5b9a\u7c7b\u578b\u7684\u6d41\u7a0b\u56fe\uff0c\u5176\u4e2d\u56fe\u4e2d\u5ef6\u4f38\u5206\u652f\u7684\u5bbd\u5ea6\u5bf9\u5e94\u6570\u636e\u6d41\u91cf\u7684\u5927\u5c0f\uff0c\u901a\u5e38\u5e94\u7528\u6211\u4eec\u6570\u636e\u7684\u53ef\u89c6\u5316\u5206\u6790\u3002<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">\u63a5\u4e0b\u91cc\u5c0f\u679c\u5c31\u5927\u5bb6\u53bb\u5b66\u4e60\u5427!<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-size: 10.5pt;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;\">\u9996\u5148\u6211\u4eec\u5148\u8f7d\u5165R\u5305\uff0c\u4e3b\u8981\u7528\u5230\u4e3b\u8981\u7684\u7528\u5230\u8fd8\u662fggalluvial\u8fd9\u4e13\u95e8\u7ed8\u5236\u6851\u57fa\u56fe\u7684\u5305<\/span><span style=\"\"><o:p><\/o:p><\/span><\/p>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p style=\"text-align: center;white-space: normal;\"><br \/><\/p>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"apache\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__attribute\">library<\/span>(ggalluvial)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__attribute\">library<\/span>(ggplot2)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__attribute\">library<\/span>(dplyr)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u8fd9\u91cc\u5c0f\u679c\u4f7f\u7528\u7684\u5b9e\u4f8b\u6570\u636e\u5e26\u9886\u5927\u5bb6\u53bb\u5b66\u4e60\uff0c\u4e3b\u8981\u7528\u7684\u4f7f\u7528TCGA\u6570\u636e\u96c6\u4e2d\u7684LIHC\u7684\u4e34\u5e8a\u6570\u636e\u8fdb\u884c\u5c55\u793a\uff0c\u5927\u5bb6\u53ef\u4ee5\u6839\u636e\u6570\u636e\u683c\u5f0f\u5904\u7406\u81ea\u5df1\u7684\u4e34\u5e8a\u6570\u636e\u3002<\/span><\/span><\/code><\/pre>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<p><span style=\"font-size: 14px;\"><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.6623376623376623\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_BRJy2kf1783J1GzSQssmFVz2icDw3w.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAzRRponrmWezeJ06LYFcyFqPkRlzMLqLPrZ5maNTAOmwHevfBRJy2kf1783J1GzSQssmFVz2icDw3w\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"\" \/><\/p>\n<p><o:p><\/o:p><\/p>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"nginx\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u8bfb\u5165LIHC\u4e34\u5e8a\u6570\u636e<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__attribute\">LIHC<\/span> <- read.csv(<span class=\"code-snippet__string\">\"data.csv\"<\/span>,header=TRUE)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u5728\u8fd9\u91cc\u5c55\u793a\u6570\u636e\u60c5\u51b5<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">head(LIHC)<\/span><\/code><code><span class=\"code-snippet_outer\">summary(LIHC)<\/span><\/code><\/pre>\n<\/section>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<p><span style=\"\"><span style=\"font-family:\u7b49\u7ebf;\">\u5c0f\u4f19\u4f34\u6ce8\u610f\u4e0b\uff1a\u6851\u57fa\u56fe\u7684\u6570\u636e\u7ed3\u6784\u9700\u8981\u8282\u70b9\uff0c\u6743\u91cd\u7b49\u4fe1\u606f\uff0c\u800c<\/span><span style=\"font-family:\u7b49\u7ebf;\">ggalluvial\u7684\u8f93\u5165\u6570\u636e\u53ef\u4ee5\u662f\u957f\u6570\u636e\u4ea6\u53ef\u4ee5\u662f\u5bbd\u6570\u636e<\/span><\/span><span style=\"\"><o:p><\/o:p><\/span><\/p>\n<p><span style=\"\">\u6211\u4eec\u5148\u5bf9\u4e34\u5e8a\u6570\u636e\u8fdb\u884c\u7b80\u5355\u7684\u5904\u7406\u5f97\u5230\u56db\u4e2a\u53d8\u91cf\u7684\u9891\u6570\uff0c\u6574\u7406\u6210\u5bbd\u6570\u636e\uff1a<\/span><span style=\"\"><o:p><\/o:p><\/span><\/p>\n<p><br \/><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"nginx\"><code><span class=\"code-snippet_outer\">#\u5206\u7ec4\u8ba1\u7b97\u9891\u6570<\/span><\/code><code><span class=\"code-snippet_outer\">LIHCData <- group_by(LIHC,AGE,SEX,AJCC_PATHOLOGIC_TUMOR_STAGE,OS_STATUS) %>% summarise(., count = n())<\/span><\/code><code><span class=\"code-snippet_outer\">#\u67e5\u770b\u5bbd\u6570\u636e\u683c\u5f0f<\/span><\/code><code><span class=\"code-snippet_outer\">head(LIHCData)<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-align: center;\"><br \/><\/p>\n<p style=\"text-align: center;\"><strong style=\"font-size: 16px;letter-spacing: 0.578px;text-align: center;text-wrap: wrap;\"><\/strong><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.3838383838383838\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_R7GZUUwMKdLrBXpiaPGMsAZQ5A1A9A.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAzRRponrmWezeJ06LYFcyFqwa8uJNf0xLRvMfSP5ojvf9mdFR7GZUUwMKdLrBXpiaPGMsAZQ5A1A9A\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"\" \/><\/p>\n<p style=\"text-align: center;\"><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u4e0a\u8ff0\u6570\u636e\u5904\u7406\u5b8c\u6210\uff0c\u6211\u4eec\u5f00\u59cb\u53bb\u7ed8\u5236\u6851\u57fa\u56fe\uff1a<\/span><span style=\"\"><o:p><\/o:p><\/span><\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"bash\"><code><span class=\"code-snippet_outer\"># \u7ed8\u5236\u6851\u57fa\u56fe<\/span><\/code><code><span class=\"code-snippet_outer\">ggplot(data = LIHC_long,<\/span><\/code><code><span class=\"code-snippet_outer\"> aes(x = Demographic, stratum = stratum, alluvium = alluvium,<\/span><\/code><code><span class=\"code-snippet_outer\"> y = count, label = stratum)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_alluvium(aes(fill = OS_STATUS)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_stratum() + geom_text(stat = \"stratum\") +<\/span><\/code><code><span class=\"code-snippet_outer\"> theme_minimal() +<\/span><\/code><code><span class=\"code-snippet_outer\"> ggtitle(\"Patients in the TCGA-LIHC cohort\",<\/span><\/code><code><span class=\"code-snippet_outer\"> \"stratified by demographics and survival\")<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.6233766233766234\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_dh3E2ZJCwnlAFfww3L5EMNASNibhxQ.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAzRRponrmWezeJ06LYFcyFqjY5ajwmINZ3gOA6Xib056pPGdSdh3E2ZJCwnlAFfww3L5EMNASNibhxQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"\" \/><\/p>\n<p style=\"text-align: center;\"><br \/><\/p>\n<p><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u63a5\u4e0b\u6765\u6211\u4eec\u8fd8\u4ee5\u5229\u7528\u6851\u57fa\u56fe\u53bb\u5c55\u793a\u72b6\u6001\u53d8\u5316\u7684\u8d8b\u52bf<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528R\u5305\u4e2d\u5185\u7f6e\u6570\u636e\u96c6 vaccinations \u8fd9\u4e2a\u53ef\u4ee5\u5c55\u793a\u540c\u4e00\u4e2a\u9879\u76ee\u4e0b\u4e0d\u540c\u751f\u5b58\u72b6\u6001\u7684\u60c5\u51b5<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u611f\u5174\u8da3\u7684\u5c0f\u4f19\u4f34\u53ef\u4ee5\u6309\u7167\u4e00\u4e0b\u6570\u636e\u5f62\u5f0f\u53bb\u8bbe\u7f6e\u81ea\u5df1\u7684\u6570\u636e\u96c6\uff1a<\/span><\/p>\n<p><span style=\"\"><br \/><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.7739403453689168\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_4r5n8mbYZFMLM9OicUznicvJsia4IQ.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAzRRponrmWezeJ06LYFcyFqBCACESiaLjic9fA2ZaRcMggtCr6pic4r5n8mbYZFMLM9OicUznicvJsia4IQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"637\" style=\"\" \/><\/p>\n<p><span style=\"\"><o:p><\/o:p><\/span><\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"xml\"><code><span class=\"code-snippet_outer\">data(vaccinations)<\/span><\/code><code><span class=\"code-snippet_outer\">levels(vaccinations$response) <- rev(levels(vaccinations$response))#\u5c0f\u679c\u5728\u8fd9\u91cc\u4f5c\u4e3a\u6f14\u793a<\/span><\/code><code><span class=\"code-snippet_outer\">\u63a5\u4e0b\u6765\u7ed8\u5236\u6851\u57fa\u56fe\uff1a<\/span><\/code><code><span class=\"code-snippet_outer\">ggplot(vaccinations,<\/span><\/code><code><span class=\"code-snippet_outer\"> aes(x = survey, stratum = response, alluvium = subject,<\/span><\/code><code><span class=\"code-snippet_outer\"> y = freq,<\/span><\/code><code><span class=\"code-snippet_outer\"> fill = response, label = response)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> scale_x_discrete(expand = c(.1, .1)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_flow() +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_stratum(alpha = .5) +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_text(stat = \"stratum\", size = 3) +<\/span><\/code><code><span class=\"code-snippet_outer\"> theme(legend.position = \"none\") +<\/span><\/code><code><span class=\"code-snippet_outer\"> ggtitle(\"vaccination survey responses at three points in time\")<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-align: center;\"><br \/><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.6435786435786436\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_iazL7jno03O1c4PeibFPagDwDWh3uA.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAzRRponrmWezeJ06LYFcyFqicuZuLo3A4gib70TXxr1QAJKz1yviazL7jno03O1c4PeibFPagDwDWh3uA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"\" \/><\/p>\n<p style=\"text-align: center;\"><br \/><\/p>\n<p><span style=\"font-size: 14px;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;\">\u8fd9\u6837\u4e00\u6765\u72b6\u6001\u53d8\u5316\u7684\u8d8b\u52bf\u5c31\u5c55\u793a\u51fa\u6765\u4e86\u3002<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-size: 14px;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;\">\u4e0a\u8ff0\u5c31\u662f\u5982\u4f55\u4f7f\u7528R\u5305-ggalluvial\u7ed8\u5236\u6851\u57fa\u56fe\uff01\uff0c\u5c0f\u4f19\u4f34\u6709\u6ca1\u6709\u5fc3\u52a8\u5462\uff0c\u5feb\u53bb\u8bbe\u7f6e\u81ea\u5df1\u7684\u6570\u636e\u96c6\u53bb\u5b8c\u6210\u6851\u57fa\u56fe\u3002\u5c0f\u679c\u5728\u8fd9\u91cc\u63d0\u9192\u5927\u5bb6\u4e00\u4e0b\uff0c\u8981\u6ce8\u610f\u591a\u591a\u7406\u89e3\u4ee3\u7801\u4e2d\u53c2\u6570\u7684\u542b\u4e49\uff0c\u8fd9\u6837\u80fd\u628a\u81ea\u5df1\u53ef\u89c6\u5316\u7684\u7ed3\u679c\u5c55\u793a\u6210\u81ea\u5df1\u7684\u56fe\u7247\u3002<\/span><span style=\"\"><o:p><\/o:p><\/span><\/p>\n<p style=\"text-align: center;\"><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u4e0b\u671f\u5c06\u4e3a\u4f60\u5e26\u6765\u66f4\u591aR\u8bed\u8a00\u7684\u9a9a\u64cd\u4f5c\u6280\u5de7\uff0c\u4ee5\u4e0b\u63a8\u8350\u7684\u662f\u4e00\u4e2a\u591a\u529f\u80fd\u7684\u751f\u4fe1\u5e73\u53f0\u3002<\/span><\/p>\n<p><span style=\"color: rgb(255, 0, 0);background: rgb(255, 255, 255);font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u4e91\u751f\u4fe1\u5e73\u53f0\u94fe\u63a5\uff1ahttp:\/\/www.biocloudservice.com\/home.html\u3002<\/span><span style=\"text-align: center;letter-spacing: 0.034em;\"><\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 12pt;letter-spacing: 0.034em;\"><\/span><\/p>\n<p style=\"text-align: center;\"><br \/><\/p>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p><span style=\"color: rgb(217, 33, 66);\"><span style=\"font-size: 10.5pt;font-family: \u5fae\u8f6f\u96c5\u9ed1;\">\u5176\u4ed6<\/span><span style=\"font-size: 10.5pt;font-family: \u5fae\u8f6f\u96c5\u9ed1;\">\u76f8\u5173\u5206\u6790\u5185\u5bb9\uff0c\u4f8b\u5982\u9884\u6d4b\u80bf\u7624\u6837\u672c\u836f\u7269\u654f\u611f\u6027\u5206\u6790(http:\/\/www.biocloudservice.com\/712\/712.php),\u9884\u6d4b\u67d0\u6837\u672c\u4e9a\u578b\u5bf9\u514d\u75ab\u6cbb\u7597\u7684\u53cd\u5e94(http:\/\/www.biocloudservice.com\/292\/292.php)\uff0c\u5355\u6837\u672c\u5bcc\u96c6\u7b97\u6cd5\u5206\u6790\u514d\u75ab\u6d78\u6da6\u4e30\u5ea6(http:\/\/www.biocloudservice.com\/106\/106.php)\uff0c\u8ba1\u7b9764\u79cd\u514d\u75ab\u7ec6\u80de\u76f8\u5bf9\u542b\u91cf(http:\/\/www.biocloudservice.com\/107\/107.php)\u7b49\u90fd\u53ef\u4ee5\u7528\u672c\u516c\u53f8\u65b0\u5f00\u53d1\u7684\u96f6\u4ee3\u7801\u4e91\u5e73\u53f0\u751f\u4fe1\u5206\u6790\u5c0f\u5de5\u5177\uff0c\u4e00\u952e\u5b8c\u6210\u8be5\u5206\u6790\u5965\uff0c\u611f\u5174\u8da3\u7684\u5c0f\u4f19\u4f34\u6b22\u8fce\u6765\u5c1d\u8bd5\u5965\uff0c\u7f51\u5740\uff1ahttp:\/\/www.biocloudservice.com\/home.html\u3002<\/span><\/span><span style=\"color: rgb(217, 33, 66);font-size: 10.5pt;font-family: \u5fae\u8f6f\u96c5\u9ed1;\"><\/span><span style=\"mso-spacerun:"yes";font-family:\u5fae\u8f6f\u96c5\u9ed1;font-size:10.5000pt;mso-font-kerning:1.0000pt;\">\u4eca\u5929\u5c0f\u679c\u7684\u5206\u4eab\u5c31\u5230\u8fd9\u91cc\uff0c\u4e0b\u671f\u5728\u89c1\u5965\u3002<\/span><span style=\"text-align: center;letter-spacing: 0.034em;\"><\/span><\/p>\n<p><span style=\"mso-spacerun:"yes";font-family:\u5fae\u8f6f\u96c5\u9ed1;font-size:10.5000pt;mso-font-kerning:1.0000pt;\"><o:p><br \/><\/o:p><\/span><\/p>\n<section style=\"margin-bottom: 0px;outline: 0px;font-family: system-ui, -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;font-size: 16px;white-space: normal;text-align: left;background-color: rgb(255, 255, 255);letter-spacing: 0.578px;visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<section data-role=\"list\" style=\"outline: 0px;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<section style=\"padding-right: 15px;padding-left: 15px;outline: 0px;font-size: 14px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 10px;outline: 0px;justify-content: flex-start;display: flex;flex-flow: row nowrap;\">\n<section style=\"padding: 14px 10px;outline: 0px;display: inline-block;width: 647px;vertical-align: top;align-self: flex-start;flex: 0 0 auto;border-style: solid;border-width: 1px;border-color: rgb(217, 217, 217);\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 15px;outline: 0px;justify-content: flex-start;display: flex;flex-flow: row nowrap;\">\n<section style=\"padding-left: 9px;outline: 0px;display: inline-block;width: 625px;vertical-align: top;align-self: flex-start;flex: 0 0 auto;border-style: solid;border-width: 0px 0px 0px 12px;border-left-color: rgb(212, 32, 2);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;text-align: justify;font-size: 17px;color: rgb(62, 62, 62);\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u5c0f\u679c\u53cb\u60c5\u63a8\u8350<\/strong><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 3px;outline: 0px;\">\n<section style=\"outline: 0px;background-color: rgb(217, 217, 217);height: 1px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;text-align: justify;font-size: 11px;color: rgb(62, 62, 62);\">\n<p style=\"outline: 0px;\">\u597d\u7528\u53c8\u514d\u8d39\u7684\u5de5\u5177\u5b89\u5229<\/p>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;text-align: center;line-height: 0;\">\n<section style=\"outline: 0px;vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.35777777777777775\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/7_eVibso6VJox4Hnic0n53VnLS1A9qYA-3.jpg\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/zcicibWZessAyqVJd7As6iaIgTzXqErqUGpoEpMoWhEkVHHw4z3ZmlYpZZUX7eVibso6VJox4Hnic0n53VnLS1A9qYA\/640?wx_fmt=jpeg&wxfrom=5&wx_lazy=1&wx_co=1'\" data-type=\"jpeg\" data-w=\"900\" style=\"outline: 0px;vertical-align: middle;visibility: visible !important;width: 625px !important;\" \/><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;text-align: center;line-height: 0;\">\n<section style=\"outline: 0px;vertical-align: middle;display: inline-block;line-height: 0;\"><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzAwNjE0MDY3MQ==&mid=2650762044&idx=2&sn=c74f81e91cadd166adc7168dec9891ed&scene=21#wechat_redirect\" textvalue=\"\u4f60\u5df2\u9009\u4e2d\u4e86\u6dfb\u52a0\u94fe\u63a5\u7684\u5185\u5bb9\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" tab=\"innerlink\" data-linktype=\"1\" rel=\"noopener\"><span class=\"js_jump_icon h5_image_link\" style=\"outline: 0px;vertical-align: bottom;user-select: none;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.35361653272101035\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/8_UwKXVVrT2bVTc2jSlZNaUIE5TUCDMQ-3.jpg\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/zcicibWZessAyqVJd7As6iaIgTzXqErqUGp8QxUSk0Sricia0JSmh8nB9T4SicUwKXVVrT2bVTc2jSlZNaUIE5TUCDMQ\/640?wx_fmt=jpeg&wxfrom=5&wx_lazy=1&wx_co=1'\" data-type=\"jpeg\" data-w=\"871\" style=\"outline: 0px;border-width: 0px;border-style: initial;border-color: initial;vertical-align: middle;visibility: visible !important;width: 625px !important;\" \/><\/span><\/a><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;text-align: center;line-height: 0;\">\n<section style=\"outline: 0px;vertical-align: middle;display: inline-block;line-height: 0;\"><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzAwNjE0MDY3MQ==&mid=2650761303&idx=2&sn=6f73471d1e82c56c0b2160d0fcd32d53&scene=21#wechat_redirect\" textvalue=\"\u4f60\u5df2\u9009\u4e2d\u4e86\u6dfb\u52a0\u94fe\u63a5\u7684\u5185\u5bb9\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" tab=\"innerlink\" data-linktype=\"1\" 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