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right;letter-spacing: 4px;\" powered-by=\"xiumi.us\">\n<p><strong>\u70b9\u51fb\u84dd\u5b57<\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: top;width: auto;border-left: 4px solid rgb(242, 183, 183);border-bottom-left-radius: 0px;flex: 100 100 0%;align-self: stretch;height: auto;padding: 3px 10px;background-color: rgba(254, 245, 240, 0.8);\">\n<section style=\"color: rgb(181, 126, 121);font-size: 17px;letter-spacing: 4px;\" powered-by=\"xiumi.us\">\n<p><strong>\u5173\u6ce8\u5c0f\u56fe<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\">\u6c14\u6ce1\u56fe\u662f\u4e00\u79cd\u591a\u53d8\u91cf\u56fe\u8868\uff0c\u662f\u6563\u70b9\u56fe\u7684\u53d8\u4f53\uff0c\u4e5f\u53ef\u4ee5\u8ba4\u4e3a\u662f\u6563\u70b9\u56fe\u548c\u767e\u5206\u6bd4\u533a\u57df\u56fe\u7684\u7ec4\u5408\u3002\u6c14\u6ce1\u56fe\u6700\u57fa\u672c\u7684\u7528\u6cd5\u662f\u4f7f\u7528\u4e09\u4e2a\u503c\u6765\u786e\u5b9a\u6bcf\u4e2a\u6570\u636e\u5e8f\u5217\uff0c\u548c\u6563\u70b9\u56fe\u4e00\u6837\u3002\u6c14\u6ce1\u56fe\u901a\u8fc7\u6c14\u6ce1\u7684\u4f4d\u7f6e\u53ca\u9762\u79ef\u5927\u5c0f\uff0c\u53ef\u5206\u6790\u6570\u636e\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u3002<\/p>\n<section style=\"margin: 10px 0%;text-align: left;justify-content: flex-start;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: auto;vertical-align: top;border-left: 5px solid rgb(242, 203, 203);border-bottom-left-radius: 0px;padding-left: 9px;min-width: 10%;flex: 0 0 auto;height: auto;align-self: flex-start;\">\n<section style=\"margin: 2px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"color: rgb(110, 75, 36);line-height: 1.3;text-align: justify;letter-spacing: 1px;\">\n<p style=\"white-space: normal;\"><strong>\u4e0b\u9762\u901a\u8fc7\u51e0\u4e2a\u6848\u4f8b\u6765\u4f53\u4f1a\u505a\u4e00\u4e0b\u6c14\u6ce1\u56fe\u628a\uff5e<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\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<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\"># \u5b89\u88c5\u548c\u52a0\u8f7d\u6240\u9700\u7684\u5305<\/span><\/code><code><span class=\"code-snippet_outer\">install.packages(<span class=\"code-snippet__string\">\"ggplot2\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">library(ggplot2)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"># \u521b\u5efa\u793a\u4f8b\u6570\u636e<\/span><\/code><code><span class=\"code-snippet_outer\">data <- data.frame(<\/span><\/code><code><span class=\"code-snippet_outer\"> x = c(<span class=\"code-snippet__number\">1<\/span>, <span class=\"code-snippet__number\">2<\/span>, <span class=\"code-snippet__number\">3<\/span>, <span class=\"code-snippet__number\">4<\/span>, <span class=\"code-snippet__number\">5<\/span>), <span class=\"code-snippet__meta\"># x\u8f74\u6570\u636e<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"> y = c(<span class=\"code-snippet__number\">10<\/span>, <span class=\"code-snippet__number\">8<\/span>, <span class=\"code-snippet__number\">6<\/span>, <span class=\"code-snippet__number\">4<\/span>, <span class=\"code-snippet__number\">2<\/span>), <span class=\"code-snippet__meta\"># y\u8f74\u6570\u636e<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"> size = c(<span class=\"code-snippet__number\">5<\/span>, <span class=\"code-snippet__number\">10<\/span>, <span class=\"code-snippet__number\">15<\/span>, <span class=\"code-snippet__number\">20<\/span>, <span class=\"code-snippet__number\">25<\/span>), # \u6c14\u6ce1\u5927\u5c0f<\/span><\/code><code><span class=\"code-snippet_outer\"> color = c(<span class=\"code-snippet__string\">\"red\"<\/span>, <span class=\"code-snippet__string\">\"blue\"<\/span>, <span class=\"code-snippet__string\">\"green\"<\/span>, <span class=\"code-snippet__string\">\"yellow\"<\/span>, <span class=\"code-snippet__string\">\"orange\"<\/span>) # \u6c14\u6ce1\u989c\u8272<\/span><\/code><code><span class=\"code-snippet_outer\">)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"># \u7ed8\u5236\u6c14\u6ce1\u56fe<\/span><\/code><code><span class=\"code-snippet_outer\">ggplot(data, aes(x, y)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_point(aes(size = size, color = color)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> scale_size(range = c(<span class=\"code-snippet__number\">1<\/span>, <span class=\"code-snippet__number\">10<\/span>)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> <span class=\"code-snippet__built_in\">labs<\/span>(title = <span class=\"code-snippet__string\">\"\u6c14\u6ce1\u56fe\u793a\u4f8b\"<\/span>, x = <span class=\"code-snippet__string\">\"X\u8f74\"<\/span>, y = <span class=\"code-snippet__string\">\"Y\u8f74\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\">\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528\u4e86ggplot2\u5305\u6765\u7ed8\u5236\u6c14\u6ce1\u56fe\u3002\u9996\u5148\uff0c\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a\u5305\u542bx\u8f74\u6570\u636e\u3001y\u8f74\u6570\u636e\u3001\u6c14\u6ce1\u5927\u5c0f\u548c\u6c14\u6ce1\u989c\u8272\u7684\u6570\u636e\u6846\u3002\u7136\u540e\uff0c\u6211\u4eec\u4f7f\u7528ggplot()\u51fd\u6570\u521b\u5efa\u4e86\u4e00\u4e2a\u57fa\u7840\u56fe\u5f62\u5bf9\u8c61\uff0c\u5e76\u4f7f\u7528geom_point()\u51fd\u6570\u6dfb\u52a0\u4e86\u6c14\u6ce1\u70b9\u3002\u901a\u8fc7aes()\u51fd\u6570\u6307\u5b9a\u4e86\u6c14\u6ce1\u7684\u5927\u5c0f\u548c\u989c\u8272\u3002\u6700\u540e\uff0c\u6211\u4eec\u4f7f\u7528scale_size()\u51fd\u6570\u8bbe\u7f6e\u4e86\u6c14\u6ce1\u5927\u5c0f\u7684\u8303\u56f4\uff0c\u4f7f\u7528labs()\u51fd\u6570\u6dfb\u52a0\u4e86\u6807\u9898\u548c\u8f74\u6807\u7b7e\u3002<\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" data-ratio=\"0.8490740740740741\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_OK9jicQl2sWuicgYEW4ub3PGasiaSQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0Qs65QK7xtqnlDqvg971fbxgXydrf63I8VibQJ4FaJmGxoMnyodIOK9jicQl2sWuicgYEW4ub3PGasiaSQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\"><br \/><\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\"># \u4f7f\u7528mtcars\u6570\u636e\u96c6<\/span><\/code><code><span class=\"code-snippet_outer\">data(mtcars)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"># \u7ed8\u5236\u6c14\u6ce1\u56fe<\/span><\/code><code><span class=\"code-snippet_outer\">ggplot(mtcars, aes(x = wt, y = mpg, size = qsec, color = cyl)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_point() +<\/span><\/code><code><span class=\"code-snippet_outer\"> scale_size(range = c(<span class=\"code-snippet__number\">1<\/span>, <span class=\"code-snippet__number\">10<\/span>)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> <span class=\"code-snippet__built_in\">labs<\/span>(x = <span class=\"code-snippet__string\">\"Weight\"<\/span>, y = <span class=\"code-snippet__string\">\"Miles per Gallon\"<\/span>, size = <span class=\"code-snippet__string\">\"Quarter Mile Time\"<\/span>, color = <span class=\"code-snippet__string\">\"Cylinders\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\">\u8fd9\u6bb5\u4ee3\u7801\u5c06\u4f7f\u7528mtcars\u6570\u636e\u96c6\u4e2d\u7684”wt”\uff08\u8f66\u8f86\u91cd\u91cf\uff09\u4f5c\u4e3ax\u8f74\uff0c”mpg”\uff08\u6bcf\u52a0\u4ed1\u884c\u9a76\u91cc\u7a0b\uff09\u4f5c\u4e3ay\u8f74\uff0c”qsec”\uff081\/4\u82f1\u91cc\u52a0\u901f\u65f6\u95f4\uff09\u4f5c\u4e3a\u6c14\u6ce1\u7684\u5927\u5c0f\uff0c”cyl”\uff08\u6c7d\u7f38\u6570\uff09\u4f5c\u4e3a\u6c14\u6ce1\u7684\u989c\u8272\u3002\u4f60\u53ef\u4ee5\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u4fee\u6539\u8fd9\u4e9b\u53c2\u6570\u3002<\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" data-ratio=\"0.9568181818181818\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_gT6nMuEAoHBonefLgibbMPENNftyog.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0Qs65QK7xtqnlDqvg971fbxgyamF2sibFFkqJGFsXJwO0noNicPgT6nMuEAoHBonefLgibbMPENNftyog\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"880\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\"><br \/><\/p>\n<section style=\"margin: 10px 0%;text-align: left;justify-content: flex-start;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: auto;vertical-align: top;border-left: 5px solid rgb(242, 203, 203);border-bottom-left-radius: 0px;padding-left: 9px;min-width: 10%;flex: 0 0 auto;height: auto;align-self: flex-start;\">\n<section style=\"margin: 2px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"color: rgb(110, 75, 36);line-height: 1.3;text-align: justify;letter-spacing: 1px;\">\n<p style=\"white-space: normal;\"><strong>\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u4ee3\u8c22\u901a\u8def\u4e30\u5ea6\u7edf\u8ba1\u7684\u4f8b\u5b50\u6765\u5e2e\u52a9\u60a8\u5f00\u59cb\uff1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\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<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\"># \u521b\u5efa\u6570\u636e\u6846<\/span><\/code><code><span class=\"code-snippet_outer\">data <- data.frame(Pathway = c(<span class=\"code-snippet__string\">\"Pathway A\"<\/span>, <span class=\"code-snippet__string\">\"Pathway B\"<\/span>, <span class=\"code-snippet__string\">\"Pathway C\"<\/span>),<\/span><\/code><code><span class=\"code-snippet_outer\"> Metabolite = c(<span class=\"code-snippet__number\">100<\/span>, <span class=\"code-snippet__number\">200<\/span>, <span class=\"code-snippet__number\">300<\/span>),<\/span><\/code><code><span class=\"code-snippet_outer\"> Abundance = c(<span class=\"code-snippet__number\">10<\/span>, <span class=\"code-snippet__number\">20<\/span>, <span class=\"code-snippet__number\">30<\/span>))<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"># \u7ed8\u5236\u6c14\u6ce1\u56fe<\/span><\/code><code><span class=\"code-snippet_outer\">ggplot(data, aes(x = Pathway, y = Metabolite, size = Abundance, color = Abundance)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_point() +<\/span><\/code><code><span class=\"code-snippet_outer\"> scale_size(range = c(<span class=\"code-snippet__number\">5<\/span>, <span class=\"code-snippet__number\">15<\/span>)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> scale_color_gradient(low = <span class=\"code-snippet__string\">\"blue\"<\/span>, high = <span class=\"code-snippet__string\">\"red\"<\/span>) +<\/span><\/code><code><span class=\"code-snippet_outer\"> <span class=\"code-snippet__built_in\">labs<\/span>(title = <span class=\"code-snippet__string\">\"Metabolic Pathway Analysis\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\"> x = <span class=\"code-snippet__string\">\"Pathway\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\"> y = <span class=\"code-snippet__string\">\"Metabolite\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\"> size = <span class=\"code-snippet__string\">\"Abundance\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\"> color = <span class=\"code-snippet__string\">\"Abundance\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.8731481481481481\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_wjCKOEPqib1pI5ASK4MtZFDoGoohdQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0Qs65QK7xtqnlDqvg971fbxgq84LBEgaUpGSDSICKImvE39smwjCKOEPqib1pI5ASK4MtZFDoGoohdQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\"><span style=\"text-indent: 0em;\">\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a\u6570\u636e\u6846data\uff0c\u5176\u4e2d\u5305\u542b\u4e86\u4ee3\u8c22\u901a\u8def\u7684\u540d\u79f0\uff08Pathway\uff09\u3001\u4ee3\u8c22\u7269\u7684\u6570\u91cf\uff08Metabolite\uff09\u548c\u4e30\u5ea6\uff08Abundance\uff09\u3002\u7136\u540e\uff0c\u4f7f\u7528ggplot\u51fd\u6570\u521b\u5efa\u4e86\u4e00\u4e2a\u57fa\u7840\u7684\u6c14\u6ce1\u56fe\uff0c\u901a\u8fc7aes\u51fd\u6570\u6307\u5b9a\u4e86x\u8f74\u3001y\u8f74\u3001\u6c14\u6ce1\u7684\u5927\u5c0f\u548c\u989c\u8272\u3002\u4f7f\u7528geom_point\u51fd\u6570\u6dfb\u52a0\u4e86\u6c14\u6ce1\u70b9\uff0c\u4f7f\u7528scale_size\u51fd\u6570\u548cscale_color_gradient\u51fd\u6570\u5206\u522b\u8bbe\u7f6e\u4e86\u6c14\u6ce1\u5927\u5c0f\u7684\u8303\u56f4\u548c\u989c\u8272\u7684\u6e10\u53d8\u3002\u6700\u540e\uff0c\u4f7f\u7528labs\u51fd\u6570\u6dfb\u52a0\u4e86\u6807\u9898\u548c\u8f74\u6807\u7b7e\u3002<\/span><\/p>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\"><br \/><\/p>\n<section powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;\">\u6839\u636e\u6587\u7ae0\u4f5c\u8005\u7684\u5206\u6790\u76ee\u7684\uff0c\u6c14\u6ce1\u56fe\u5404\u53c2\u6570\u6709\u4ee5\u4e0b\u51e0\u79cd\u610f\u4e49\uff1a<\/p>\n<p style=\"white-space: normal;\"><strong>Y\u8f74\uff1a<\/strong>\u4ee3\u8868\u7ec6\u80de\u7684\u751f\u7269\u5b66\u529f\u80fd\uff08\u8bf8\u5982\u751f\u7269\u8fc7\u7a0bBP\uff0c\u5206\u5b50\u529f\u80fdMF\uff0c\u7ec6\u80de\u7ec4\u5206CC\uff09\u6216\u8005\u5404\u5206\u5b50\u53d1\u6325\u529f\u80fd\u7684\u901a\u8def\uff08\u5982\u4ee3\u8c22\u9014\u5f84\uff0c\u81f4\u764c\u9014\u5f84\u7b49\u7b49\uff09\uff1b<\/p>\n<p style=\"white-space: normal;\"><strong>X\u8f74\uff1a<\/strong>\u5e38\u89c1\u7684\u6709\u8fd9\u4e09\u79cd\u2014\u2014GeneRatio\u662f\u4f60\u7684\u57fa\u56e0\u5217\u8868\u5bcc\u96c6\u5230\u76ee\u7684\u901a\u8def\u57fa\u56e0\u6570\u5360\u57fa\u56e0\u5217\u8868\u5305\u542b\u57fa\u56e0\u96c6\u603b\u57fa\u56e0\u6bd4\u4f8b\uff0crichFactor\u662f\u5bcc\u96c6\u5230\u76ee\u6807\u901a\u8def\u57fa\u56e0\u6570\u5360\u6bd4\uff0cBgRatio\u662f\u76ee\u6807\u901a\u8def\u57fa\u56e0\u5360\u901a\u8def\u96c6\u603b\u57fa\u56e0\u6bd4\u4f8b\u3002\u603b\u4e4b\u4e00\u4e2a\u8bcd\uff0c\u6bd4\u4f8b\uff1b<\/p>\n<p style=\"white-space: normal;\">\u6c14\u6ce1\u9762\u79ef\u5927\u5c0f\uff1a\u5bcc\u96c6\u57fa\u56e0\u7684\u6570\u91cf\uff1b<\/p>\n<p style=\"white-space: normal;\">\u6c14\u6ce1\u989c\u8272\uff1a\u5bcc\u96c6\u663e\u8457\u6027\uff0c\u5373P value \u6216 Q value\u6570\u503c\u7684\u5927\u5c0f\u3002<\/p>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\"><br \/><\/p>\n<section style=\"text-align: left;justify-content: flex-start;display: flex;flex-flow: row;margin-bottom: 10px;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 100%;vertical-align: top;align-self: flex-start;flex: 0 0 auto;border-style: solid;border-width: 1px;border-color: rgb(176, 176, 176);padding: 7px;\">\n<section style=\"justify-content: flex-start;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 100%;vertical-align: top;align-self: flex-start;flex: 0 0 auto;background-color: rgba(249, 238, 237, 0.5);padding: 18px;\">\n<section style=\"\" powered-by=\"xiumi.us\">\n<section style=\"text-align: justify;font-size: 14px;\">\n<p style=\"white-space: normal;\">\u5982\u679c\u4f60\u5728\u4f5c\u56fe\u4e2d\u6709\u95ee\u9898\uff0c\u53ef\u4ee5\u501f\u52a9\u4e00\u4e9b\u7f51\u4e0a\u7684\u4f5c\u56fe\u5de5\u5177\u6765\u5b9e\u73b0http:\/\/www.biocloudservice.com\/home.html<\/p>\n<p style=\"white-space: normal;\"><br \/><\/p>\n<p style=\"white-space: normal;\">\u597d\u4e86\uff0c\u8fd9\u6837\u6211\u4eec\u6c14\u6ce1\u56fe\u5c31\u753b\u5b8c\u4e86\u3002\u5c0f\u4f19\u4f34\u4eec\u5982\u679c\u6709\u4ec0\u4e48\u95ee\u9898\u5c31\u548c\u5c0f\u56fe\u8ba8\u8bba\u5427\u3002<\/p>\n<p style=\"white-space: normal;\"><br \/><\/p>\n<p style=\"white-space: normal;\">\u6b22\u8fce\u4f7f\u7528\uff1a\u4e91\u751f\u4fe1\u5e73\u53f0 ( http:\/\/www.biocloudservice.com\/home.html)<\/p>\n<\/section>\n<\/section>\n<section style=\"transform: scale(0.5);transform-origin: center center;margin-top: -65px;margin-bottom: -65px;\" powered-by=\"xiumi.us\">\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"1\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_B3aZJibvV2FEX4wOTWoF5flicTVhZg.jpg?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/2wJ7bWfS0Qs65QK7xtqnlDqvg971fbxgEoaRGiaADnLcj2wYbgFbM4s6bHPB3aZJibvV2FEX4wOTWoF5flicTVhZg\/640?wx_fmt=jpeg'\" data-type=\"jpeg\" data-w=\"258\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"min-height: 40px;margin: 10px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"width: 100%;margin-right: auto;margin-bottom: -10px;margin-left: auto;\">\n<table width=\"100%\">\n<tbody>\n<tr opera-tn-ra-comp=\"_$.pages:0.layers:0.comps:19.classicTable1:0\" powered-by=\"xiumi.us\">\n<td colspan=\"1\" rowspan=\"1\" opera-tn-ra-cell=\"_$.pages:0.layers:0.comps:19.classicTable1:0.td@@0\" style=\"border-color: rgb(62, 62, 62);border-style: none;background-color: rgb(249, 174, 165);padding: 10px 0px;\" width=\"96.3700%\">\n<section style=\"line-height: 1;text-align: center;font-size: 17px;color: rgb(255, 255, 255);letter-spacing: 5px;\" powered-by=\"xiumi.us\">\n<p><strong>\u5f80\u671f\u63a8\u8350<\/strong><\/p>\n<\/section>\n<\/td>\n<\/tr>\n<tr opera-tn-ra-comp=\"_$.pages:0.layers:0.comps:19.classicTable1:1\" powered-by=\"xiumi.us\">\n<td colspan=\"1\" rowspan=\"1\" opera-tn-ra-cell=\"_$.pages:0.layers:0.comps:19.classicTable1:1.td@@0\" style=\"border-top: 0px none rgb(62, 62, 62);border-right: 0px none rgb(62, 62, 62);border-left: 0px none rgb(62, 62, 62);border-bottom-color: rgb(202, 198, 198);border-bottom-style: dashed;background-color: rgb(247, 247, 247);padding-right: 5px;padding-left: 5px;\" width=\"96.3700%\">\n<section style=\"text-align: center;justify-content: center;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 100%;vertical-align: middle;border-width: 0px;align-self: center;flex: 0 0 auto;\">\n<p powered-by=\"xiumi.us\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzkxODUxNDgzNA==&mid=2247484119&idx=1&sn=b67bce40efcf811ae45e315a730d0909&chksm=c1b17f2af6c6f63cc60126789058c0bee3d99f1ee829de2a39849a507ae98366aa9f399931c6&scene=21#wechat_redirect\" textvalue=\"\u53ea\u8981\u5341\u5206\u949f\uff0c\u641e\u5b9a\u590d\u6742\u7684\u4e34\u5e8a\u9884\u6d4b\u6a21\u578b\uff01\u4e0d\u7528\u5b66\u4f1a\u7edf\u8ba1\uff0c\u4e5f\u80fd\u5206\u6790\uff01\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener\">\u53ea\u8981\u5341\u5206\u949f\uff0c\u641e\u5b9a\u590d\u6742\u7684\u4e34\u5e8a\u9884\u6d4b\u6a21\u578b\uff01\u4e0d\u7528\u5b66\u4f1a\u7edf\u8ba1\uff0c\u4e5f\u80fd\u5206\u6790\uff01<\/a><\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr opera-tn-ra-comp=\"_$.pages:0.layers:0.comps:19.classicTable1:2\" powered-by=\"xiumi.us\">\n<td colspan=\"1\" rowspan=\"1\" opera-tn-ra-cell=\"_$.pages:0.layers:0.comps:19.classicTable1:2.td@@0\" style=\"border-top: 0px none rgb(62, 62, 62);border-right: 0px none rgb(62, 62, 62);border-left: 0px none rgb(62, 62, 62);border-bottom-color: rgb(202, 198, 198);border-bottom-style: dashed;background-color: rgb(247, 247, 247);padding-right: 5px;padding-left: 5px;\" width=\"96.3700%\">\n<section style=\"text-align: center;justify-content: center;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 100%;vertical-align: middle;border-width: 0px;align-self: center;flex: 0 0 auto;\">\n<p powered-by=\"xiumi.us\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzkxODUxNDgzNA==&mid=2247484165&idx=1&sn=16d7fbfe5cae2325ed40866743e29b68&chksm=c1b17ef8f6c6f7eef2965456586028de3f831517953b7f09524dd4020c78aff1fd79b716414b&scene=21#wechat_redirect\" textvalue=\"\u57fa\u56e0\u4e4b\u65c5\uff1aclusterProfiler\u63ed\u793a\u5bcc\u96c6\u5206\u6790\u4e16\u754c\u7684\u5965\u79d8\uff01\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener\"><span style=\"letter-spacing: 0.034em;\">\u57fa\u56e0\u4e4b\u65c5\uff1acluster<\/span><span style=\"letter-spacing: 0.034em;\">Profiler\u63ed\u793a\u5bcc\u96c6\u5206\u6790\u4e16\u754c\u7684\u5965\u79d8\uff01<\/span><\/a><\/p>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr opera-tn-ra-comp=\"_$.pages:0.layers:0.comps:19.classicTable1:3\" powered-by=\"xiumi.us\">\n<td colspan=\"1\" rowspan=\"1\" opera-tn-ra-cell=\"_$.pages:0.layers:0.comps:19.classicTable1:3.td@@0\" style=\"border-top: 0px none rgb(62, 62, 62);border-right: 0px none rgb(62, 62, 62);border-left: 0px none rgb(62, 62, 62);border-bottom-color: rgb(202, 198, 198);border-bottom-style: dashed;background-color: rgb(247, 247, 247);padding-right: 5px;padding-left: 5px;\" 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powered-by=\"xiumi.us\">\u6c14\u6ce1\u56fe\u662f\u4e00\u79cd\u591a\u53d8\u91cf\u56fe\u8868\uff0c\u662f\u6563\u70b9\u56fe\u7684\u53d8\u4f53\uff0c\u4e5f\u53ef\u4ee5\u8ba4\u4e3a\u662f\u6563\u70b9\u56fe\u548c\u767e\u5206\u6bd4\u533a\u57df\u56fe\u7684\u7ec4\u5408\u3002\u6c14\u6ce1\u56fe\u6700\u57fa\u672c\u7684\u7528\u6cd5\u662f\u4f7f\u7528\u4e09\u4e2a\u503c\u6765\u786e\u5b9a\u6bcf\u4e2a\u6570\u636e\u5e8f\u5217\uff0c\u548c\u6563\u70b9\u56fe\u4e00\u6837\u3002\u6c14\u6ce1\u56fe\u901a\u8fc7\u6c14\u6ce1\u7684\u4f4d\u7f6e\u53ca\u9762\u79ef\u5927\u5c0f\uff0c\u53ef\u5206\u6790\u6570\u636e\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u3002<\/p>\n<section style=\"margin: 10px 0%;text-align: left;justify-content: flex-start;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: auto;vertical-align: top;border-left: 5px solid rgb(242, 203, 203);border-bottom-left-radius: 0px;padding-left: 9px;min-width: 10%;flex: 0 0 auto;height: auto;align-self: flex-start;\">\n<section style=\"margin: 2px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"color: rgb(110, 75, 36);line-height: 1.3;text-align: justify;letter-spacing: 1px;\">\n<p style=\"white-space: normal;\"><strong>\u4e0b\u9762\u901a\u8fc7\u51e0\u4e2a\u6848\u4f8b\u6765\u4f53\u4f1a\u505a\u4e00\u4e0b\u6c14\u6ce1\u56fe\u628a\uff5e<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\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<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\"># \u5b89\u88c5\u548c\u52a0\u8f7d\u6240\u9700\u7684\u5305<\/span><\/code><code><span class=\"code-snippet_outer\">install.packages(<span class=\"code-snippet__string\">\"ggplot2\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">library(ggplot2)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"># \u521b\u5efa\u793a\u4f8b\u6570\u636e<\/span><\/code><code><span class=\"code-snippet_outer\">data <- data.frame(<\/span><\/code><code><span class=\"code-snippet_outer\"> x = c(<span class=\"code-snippet__number\">1<\/span>, <span class=\"code-snippet__number\">2<\/span>, <span class=\"code-snippet__number\">3<\/span>, <span class=\"code-snippet__number\">4<\/span>, <span class=\"code-snippet__number\">5<\/span>), <span class=\"code-snippet__meta\"># x\u8f74\u6570\u636e<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"> y = c(<span class=\"code-snippet__number\">10<\/span>, <span class=\"code-snippet__number\">8<\/span>, <span class=\"code-snippet__number\">6<\/span>, <span class=\"code-snippet__number\">4<\/span>, <span class=\"code-snippet__number\">2<\/span>), <span class=\"code-snippet__meta\"># y\u8f74\u6570\u636e<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"> size = c(<span class=\"code-snippet__number\">5<\/span>, <span class=\"code-snippet__number\">10<\/span>, <span class=\"code-snippet__number\">15<\/span>, <span class=\"code-snippet__number\">20<\/span>, <span class=\"code-snippet__number\">25<\/span>), # \u6c14\u6ce1\u5927\u5c0f<\/span><\/code><code><span class=\"code-snippet_outer\"> color = c(<span class=\"code-snippet__string\">\"red\"<\/span>, <span class=\"code-snippet__string\">\"blue\"<\/span>, <span class=\"code-snippet__string\">\"green\"<\/span>, <span class=\"code-snippet__string\">\"yellow\"<\/span>, <span class=\"code-snippet__string\">\"orange\"<\/span>) # \u6c14\u6ce1\u989c\u8272<\/span><\/code><code><span class=\"code-snippet_outer\">)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"># \u7ed8\u5236\u6c14\u6ce1\u56fe<\/span><\/code><code><span class=\"code-snippet_outer\">ggplot(data, aes(x, y)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_point(aes(size = size, color = color)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> scale_size(range = c(<span class=\"code-snippet__number\">1<\/span>, <span class=\"code-snippet__number\">10<\/span>)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> <span class=\"code-snippet__built_in\">labs<\/span>(title = <span class=\"code-snippet__string\">\"\u6c14\u6ce1\u56fe\u793a\u4f8b\"<\/span>, x = <span class=\"code-snippet__string\">\"X\u8f74\"<\/span>, y = <span class=\"code-snippet__string\">\"Y\u8f74\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\">\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528\u4e86ggplot2\u5305\u6765\u7ed8\u5236\u6c14\u6ce1\u56fe\u3002\u9996\u5148\uff0c\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a\u5305\u542bx\u8f74\u6570\u636e\u3001y\u8f74\u6570\u636e\u3001\u6c14\u6ce1\u5927\u5c0f\u548c\u6c14\u6ce1\u989c\u8272\u7684\u6570\u636e\u6846\u3002\u7136\u540e\uff0c\u6211\u4eec\u4f7f\u7528ggplot()\u51fd\u6570\u521b\u5efa\u4e86\u4e00\u4e2a\u57fa\u7840\u56fe\u5f62\u5bf9\u8c61\uff0c\u5e76\u4f7f\u7528geom_point()\u51fd\u6570\u6dfb\u52a0\u4e86\u6c14\u6ce1\u70b9\u3002\u901a\u8fc7aes()\u51fd\u6570\u6307\u5b9a\u4e86\u6c14\u6ce1\u7684\u5927\u5c0f\u548c\u989c\u8272\u3002\u6700\u540e\uff0c\u6211\u4eec\u4f7f\u7528scale_size()\u51fd\u6570\u8bbe\u7f6e\u4e86\u6c14\u6ce1\u5927\u5c0f\u7684\u8303\u56f4\uff0c\u4f7f\u7528labs()\u51fd\u6570\u6dfb\u52a0\u4e86\u6807\u9898\u548c\u8f74\u6807\u7b7e\u3002<\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" data-ratio=\"0.8490740740740741\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_OK9jicQl2sWuicgYEW4ub3PGasiaSQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0Qs65QK7xtqnlDqvg971fbxgXydrf63I8VibQJ4FaJmGxoMnyodIOK9jicQl2sWuicgYEW4ub3PGasiaSQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\"><br \/><\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\"># \u4f7f\u7528mtcars\u6570\u636e\u96c6<\/span><\/code><code><span class=\"code-snippet_outer\">data(mtcars)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"># \u7ed8\u5236\u6c14\u6ce1\u56fe<\/span><\/code><code><span class=\"code-snippet_outer\">ggplot(mtcars, aes(x = wt, y = mpg, size = qsec, color = cyl)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_point() +<\/span><\/code><code><span class=\"code-snippet_outer\"> scale_size(range = c(<span class=\"code-snippet__number\">1<\/span>, <span class=\"code-snippet__number\">10<\/span>)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> <span class=\"code-snippet__built_in\">labs<\/span>(x = <span class=\"code-snippet__string\">\"Weight\"<\/span>, y = <span class=\"code-snippet__string\">\"Miles per Gallon\"<\/span>, size = <span class=\"code-snippet__string\">\"Quarter Mile Time\"<\/span>, color = <span class=\"code-snippet__string\">\"Cylinders\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\">\u8fd9\u6bb5\u4ee3\u7801\u5c06\u4f7f\u7528mtcars\u6570\u636e\u96c6\u4e2d\u7684”wt”\uff08\u8f66\u8f86\u91cd\u91cf\uff09\u4f5c\u4e3ax\u8f74\uff0c”mpg”\uff08\u6bcf\u52a0\u4ed1\u884c\u9a76\u91cc\u7a0b\uff09\u4f5c\u4e3ay\u8f74\uff0c”qsec”\uff081\/4\u82f1\u91cc\u52a0\u901f\u65f6\u95f4\uff09\u4f5c\u4e3a\u6c14\u6ce1\u7684\u5927\u5c0f\uff0c”cyl”\uff08\u6c7d\u7f38\u6570\uff09\u4f5c\u4e3a\u6c14\u6ce1\u7684\u989c\u8272\u3002\u4f60\u53ef\u4ee5\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u4fee\u6539\u8fd9\u4e9b\u53c2\u6570\u3002<\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" data-ratio=\"0.9568181818181818\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_gT6nMuEAoHBonefLgibbMPENNftyog.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0Qs65QK7xtqnlDqvg971fbxgyamF2sibFFkqJGFsXJwO0noNicPgT6nMuEAoHBonefLgibbMPENNftyog\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"880\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\"><br \/><\/p>\n<section style=\"margin: 10px 0%;text-align: left;justify-content: flex-start;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: auto;vertical-align: top;border-left: 5px solid rgb(242, 203, 203);border-bottom-left-radius: 0px;padding-left: 9px;min-width: 10%;flex: 0 0 auto;height: auto;align-self: flex-start;\">\n<section style=\"margin: 2px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"color: rgb(110, 75, 36);line-height: 1.3;text-align: justify;letter-spacing: 1px;\">\n<p style=\"white-space: normal;\"><strong>\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u4ee3\u8c22\u901a\u8def\u4e30\u5ea6\u7edf\u8ba1\u7684\u4f8b\u5b50\u6765\u5e2e\u52a9\u60a8\u5f00\u59cb\uff1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\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<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\"># \u521b\u5efa\u6570\u636e\u6846<\/span><\/code><code><span class=\"code-snippet_outer\">data <- data.frame(Pathway = c(<span class=\"code-snippet__string\">\"Pathway A\"<\/span>, <span class=\"code-snippet__string\">\"Pathway B\"<\/span>, <span class=\"code-snippet__string\">\"Pathway C\"<\/span>),<\/span><\/code><code><span class=\"code-snippet_outer\"> Metabolite = c(<span class=\"code-snippet__number\">100<\/span>, <span class=\"code-snippet__number\">200<\/span>, <span class=\"code-snippet__number\">300<\/span>),<\/span><\/code><code><span class=\"code-snippet_outer\"> Abundance = c(<span class=\"code-snippet__number\">10<\/span>, <span class=\"code-snippet__number\">20<\/span>, <span class=\"code-snippet__number\">30<\/span>))<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"># \u7ed8\u5236\u6c14\u6ce1\u56fe<\/span><\/code><code><span class=\"code-snippet_outer\">ggplot(data, aes(x = Pathway, y = Metabolite, size = Abundance, color = Abundance)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_point() +<\/span><\/code><code><span class=\"code-snippet_outer\"> scale_size(range = c(<span class=\"code-snippet__number\">5<\/span>, <span class=\"code-snippet__number\">15<\/span>)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> scale_color_gradient(low = <span class=\"code-snippet__string\">\"blue\"<\/span>, high = <span class=\"code-snippet__string\">\"red\"<\/span>) +<\/span><\/code><code><span class=\"code-snippet_outer\"> <span class=\"code-snippet__built_in\">labs<\/span>(title = <span class=\"code-snippet__string\">\"Metabolic Pathway Analysis\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\"> x = <span class=\"code-snippet__string\">\"Pathway\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\"> y = <span class=\"code-snippet__string\">\"Metabolite\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\"> size = <span class=\"code-snippet__string\">\"Abundance\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\"> color = <span class=\"code-snippet__string\">\"Abundance\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.8731481481481481\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_wjCKOEPqib1pI5ASK4MtZFDoGoohdQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/2wJ7bWfS0Qs65QK7xtqnlDqvg971fbxgq84LBEgaUpGSDSICKImvE39smwjCKOEPqib1pI5ASK4MtZFDoGoohdQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\"><span style=\"text-indent: 0em;\">\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a\u6570\u636e\u6846data\uff0c\u5176\u4e2d\u5305\u542b\u4e86\u4ee3\u8c22\u901a\u8def\u7684\u540d\u79f0\uff08Pathway\uff09\u3001\u4ee3\u8c22\u7269\u7684\u6570\u91cf\uff08Metabolite\uff09\u548c\u4e30\u5ea6\uff08Abundance\uff09\u3002\u7136\u540e\uff0c\u4f7f\u7528ggplot\u51fd\u6570\u521b\u5efa\u4e86\u4e00\u4e2a\u57fa\u7840\u7684\u6c14\u6ce1\u56fe\uff0c\u901a\u8fc7aes\u51fd\u6570\u6307\u5b9a\u4e86x\u8f74\u3001y\u8f74\u3001\u6c14\u6ce1\u7684\u5927\u5c0f\u548c\u989c\u8272\u3002\u4f7f\u7528geom_point\u51fd\u6570\u6dfb\u52a0\u4e86\u6c14\u6ce1\u70b9\uff0c\u4f7f\u7528scale_size\u51fd\u6570\u548cscale_color_gradient\u51fd\u6570\u5206\u522b\u8bbe\u7f6e\u4e86\u6c14\u6ce1\u5927\u5c0f\u7684\u8303\u56f4\u548c\u989c\u8272\u7684\u6e10\u53d8\u3002\u6700\u540e\uff0c\u4f7f\u7528labs\u51fd\u6570\u6dfb\u52a0\u4e86\u6807\u9898\u548c\u8f74\u6807\u7b7e\u3002<\/span><\/p>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\"><br \/><\/p>\n<section powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;\">\u6839\u636e\u6587\u7ae0\u4f5c\u8005\u7684\u5206\u6790\u76ee\u7684\uff0c\u6c14\u6ce1\u56fe\u5404\u53c2\u6570\u6709\u4ee5\u4e0b\u51e0\u79cd\u610f\u4e49\uff1a<\/p>\n<p style=\"white-space: normal;\"><strong>Y\u8f74\uff1a<\/strong>\u4ee3\u8868\u7ec6\u80de\u7684\u751f\u7269\u5b66\u529f\u80fd\uff08\u8bf8\u5982\u751f\u7269\u8fc7\u7a0bBP\uff0c\u5206\u5b50\u529f\u80fdMF\uff0c\u7ec6\u80de\u7ec4\u5206CC\uff09\u6216\u8005\u5404\u5206\u5b50\u53d1\u6325\u529f\u80fd\u7684\u901a\u8def\uff08\u5982\u4ee3\u8c22\u9014\u5f84\uff0c\u81f4\u764c\u9014\u5f84\u7b49\u7b49\uff09\uff1b<\/p>\n<p style=\"white-space: normal;\"><strong>X\u8f74\uff1a<\/strong>\u5e38\u89c1\u7684\u6709\u8fd9\u4e09\u79cd\u2014\u2014GeneRatio\u662f\u4f60\u7684\u57fa\u56e0\u5217\u8868\u5bcc\u96c6\u5230\u76ee\u7684\u901a\u8def\u57fa\u56e0\u6570\u5360\u57fa\u56e0\u5217\u8868\u5305\u542b\u57fa\u56e0\u96c6\u603b\u57fa\u56e0\u6bd4\u4f8b\uff0crichFactor\u662f\u5bcc\u96c6\u5230\u76ee\u6807\u901a\u8def\u57fa\u56e0\u6570\u5360\u6bd4\uff0cBgRatio\u662f\u76ee\u6807\u901a\u8def\u57fa\u56e0\u5360\u901a\u8def\u96c6\u603b\u57fa\u56e0\u6bd4\u4f8b\u3002\u603b\u4e4b\u4e00\u4e2a\u8bcd\uff0c\u6bd4\u4f8b\uff1b<\/p>\n<p style=\"white-space: normal;\">\u6c14\u6ce1\u9762\u79ef\u5927\u5c0f\uff1a\u5bcc\u96c6\u57fa\u56e0\u7684\u6570\u91cf\uff1b<\/p>\n<p style=\"white-space: normal;\">\u6c14\u6ce1\u989c\u8272\uff1a\u5bcc\u96c6\u663e\u8457\u6027\uff0c\u5373P value \u6216 Q value\u6570\u503c\u7684\u5927\u5c0f\u3002<\/p>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\"><br \/><\/p>\n<section style=\"text-align: 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