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0.034em;\">\u4e86\u6570\u636e\u5206\u6790\uff0cSaberR\u8fd8\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u53ef\u89c6\u5316\u529f\u80fd\uff0c\u5e2e\u52a9\u751f\u7269\u5b66\u5bb6\u5c06\u5206\u6790\u7ed3\u679c\u4ee5\u76f4\u89c2\u7684\u65b9\u5f0f\u5448\u73b0\u51fa\u6765\u3002<\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">SaberR\u652f\u6301\u7ed8\u5236\u5404\u79cd\u7c7b\u578b\u7684\u56fe\u8868\uff0c\u5305\u62ec\u6298\u7ebf\u56fe\u3001\u6563\u70b9\u56fe\u3001\u70ed\u56fe\u7b49\uff0c\u7528\u4e8e\u5c55\u793a\u6570\u636e\u7684\u5206\u5e03\u3001\u8d8b\u52bf\u548c\u5173\u8054\u5173\u7cfb\u3002<\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u8fd9\u4e9b\u56fe\u8868\u4e0d\u4ec5\u53ef\u4ee5\u5e2e\u52a9\u751f\u7269\u5b66\u5bb6\u66f4\u597d\u5730\u7406\u89e3\u6570\u636e\uff0c\u8fd8\u53ef\u4ee5\u7528\u4e8e\u7814\u7a76\u7ed3\u679c\u7684\u5c55\u793a\u548c\u6c9f\u901a\u3002<\/span><br \/><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u4e00\u4e2a\u663e\u8457\u7684\u4f18\u52bf\u662f\uff0cSaberR\u7684\u53ef\u89c6\u5316\u529f\u80fd\u4e13\u6ce8\u4e8e\u751f\u7269\u5b66\u9886\u57df\u7684\u7279\u70b9\u3002<\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u4f8b\u5982\uff0cSaberR\u63d0\u4f9b\u4e86\u9488\u5bf9\u57fa\u56e0\u7ec4\u6570\u636e\u7684\u7279\u6b8a\u56fe\u8868\u7c7b\u578b\uff0c\u5982\u57fa\u56e0\u7ec4\u6d4f\u89c8\u56fe\uff0c\u5e2e\u52a9\u751f\u7269\u5b66\u5bb6\u5728\u57fa\u56e0\u7ec4\u4e2d\u53ef\u89c6\u5316\u57fa\u56e0\u7684\u5206\u5e03\u548c\u7279\u5f81\u3002<\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u8fd9\u4e9b\u7279\u5b9a\u4e8e\u751f\u7269\u5b66\u7684\u53ef\u89c6\u5316\u5de5\u5177\u4f7f\u5f97\u7814\u7a76\u4eba\u5458\u80fd\u591f\u66f4\u6df1\u5165\u5730\u63a2\u7d22\u57fa\u56e0\u7ec4\u6570\u636e\uff0c\u4ece\u800c\u53d1\u73b0\u9690\u85cf\u5728\u5176\u4e2d\u7684\u4fe1\u606f\u3002<\/span><br \/><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u6b64\u5916\uff0c\u9664\u4e86\u4f20\u7edf\u7684\u9759\u6001\u53ef\u89c6\u5316\u56fe\u8868\uff0cSaberR\u8fd8\u5f15\u5165\u4e86\u4ea4\u4e92\u5f0f\u53ef\u89c6\u5316\u7684\u6982\u5ff5\uff0c\u4e3a\u751f\u7269\u5b66\u5bb6\u63d0\u4f9b\u4e86\u66f4\u52a0\u7075\u6d3b\u3001\u6df1\u5165\u7684\u6570\u636e\u63a2\u7d22\u65b9\u5f0f\u3002<\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u8fd9\u79cd\u4ea4\u4e92\u6027\u4e0d\u4ec5\u4e30\u5bcc\u4e86\u6570\u636e\u5206\u6790\u7684\u53ef\u80fd\u6027\uff0c\u8fd8\u80fd\u591f\u5e2e\u52a9\u751f\u7269\u5b66\u5bb6\u66f4\u6df1\u5165\u5730\u7406\u89e3\u6570\u636e\uff0c\u53d1\u73b0\u6f5c\u5728\u7684\u5173\u8054\u548c\u6a21\u5f0f\u3002<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u4ea4\u4e92\u5f0f\u53ef\u89c6\u5316\u7684\u6838\u5fc3\u601d\u60f3\u662f\u5141\u8bb8\u7528\u6237\u4e0e\u56fe\u8868\u8fdb\u884c\u5b9e\u65f6\u7684\u4e92\u52a8\u3002<\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u8fd9\u610f\u5473\u7740\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u9f20\u6807\u70b9\u51fb\u3001\u62d6\u52a8\u3001\u653e\u5927\u3001\u7f29\u5c0f\u7b49\u64cd\u4f5c\u6765\u63a2\u7d22\u6570\u636e\uff0c\u800c\u56fe\u8868\u4f1a\u6839\u636e\u7528\u6237\u7684\u64cd\u4f5c\u5373\u65f6\u505a\u51fa\u54cd\u5e94\u3002<\/span><span style=\"font-family: 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normal;\">\u4f8b\u5982\uff0c\u5728\u57fa\u56e0\u8868\u8fbe\u6570\u636e\u7684\u4ea4\u4e92\u5f0f\u53ef\u89c6\u5316\u4e2d\uff0c\u751f\u7269\u5b66\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5728\u56fe\u8868\u4e0a\u9009\u62e9\u4e0d\u540c\u7684\u7ec4\u7ec7\u6216\u57fa\u56e0\uff0c\u52a8\u6001\u5730\u89c2\u5bdf\u5176\u8868\u8fbe\u60c5\u51b5\u3002\u4ed6\u4eec\u53ef\u4ee5\u653e\u5927\u7ec6\u8282\u4ee5\u67e5\u770b\u7279\u5b9a\u533a\u57df\u7684\u6570\u636e\u5206\u5e03\uff0c\u4e5f\u53ef\u4ee5\u5c06\u56fe\u8868\u5207\u6362\u4e3a\u4e0d\u540c\u7684\u5c55\u793a\u65b9\u5f0f\uff0c\u5982\u6298\u7ebf\u56fe\u3001\u6563\u70b9\u56fe\u7b49\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u53d1\u73b0\u6570\u636e\u7684\u7279\u70b9\u3002\u6b64\u5916\uff0c\u4ea4\u4e92\u5f0f\u53ef\u89c6\u5316\u8fd8\u53ef\u4ee5\u652f\u6301\u6570\u636e\u7684\u8054\u52a8\u5c55\u793a\uff0c\u4f8b\u5982\u901a\u8fc7\u9009\u62e9\u4e00\u4e2a\u57fa\u56e0\uff0c\u5176\u4ed6\u56fe\u8868\u4f1a\u81ea\u52a8\u66f4\u65b0\u4ee5\u663e\u793a\u4e0e\u8be5\u57fa\u56e0\u76f8\u5173\u7684\u4fe1\u606f\uff0c\u4ece\u800c\u5e2e\u52a9\u751f\u7269\u5b66\u5bb6\u66f4\u5168\u9762\u5730\u7406\u89e3\u6570\u636e\u3002<\/span><span style=\"font-size: 15px;letter-spacing: 0.034em;\">    <\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u53e6\u4e00\u4e2a\u4f8b\u5b50\u662f\u751f\u7269\u7f51\u7edc\u7684\u4ea4\u4e92\u5f0f\u53ef\u89c6\u5316\u3002<\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u751f\u7269\u7f51\u7edc\u901a\u5e38\u5305\u542b\u5927\u91cf\u7684\u8282\u70b9\u548c\u8fb9\uff0c\u7528\u4e8e\u8868\u793a\u5206\u5b50\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\u5173\u7cfb\u3002<\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u901a\u8fc7\u4ea4\u4e92\u5f0f\u53ef\u89c6\u5316\uff0c\u751f\u7269\u5b66\u5bb6\u53ef\u4ee5\u9009\u62e9\u7279\u5b9a\u7684\u8282\u70b9\u6216\u8fb9\uff0c\u7136\u540e\u67e5\u770b\u4e0e\u4e4b\u76f8\u5173\u7684\u8be6\u7ec6\u4fe1\u606f\u3002<\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 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0.034em;\">\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0cSaberR\u7684\u7075\u6d3b\u6027\u4e5f\u4e3a\u751f\u7269\u5b66\u5bb6\u63d0\u4f9b\u4e86\u66f4\u591a\u53ef\u80fd\u6027\u3002<\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u4f8b\u5982\uff0c\u751f\u7269\u5b66\u5bb6\u53ef\u4ee5\u5229\u7528SaberR\u6765\u5206\u6790\u836f\u7269\u7b5b\u9009\u5b9e\u9a8c\u7684\u6570\u636e\uff0c\u5bfb\u627e\u5bf9\u7279\u5b9a\u75be\u75c5\u6709\u6f5c\u5728\u7597\u6548\u7684\u5316\u5408\u7269\u3002<\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u4ed6\u4eec\u53ef\u4ee5\u901a\u8fc7\u7ed8\u5236\u836f\u7269\u4e0e\u57fa\u56e0\u7684\u5173\u8054\u56fe\u6765\u7406\u89e3\u836f\u7269\u7684\u4f5c\u7528\u673a\u5236\uff0c\u5e76\u8fdb\u4e00\u6b65\u4f18\u5316\u836f\u7269\u8bbe\u8ba1\u3002<\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u53e6\u4e00\u4e2a\u5e94\u7528\u662f\u5728\u751f\u6001\u5b66\u7814\u7a76\u4e2d\uff0c\u751f\u7269\u5b66\u5bb6\u53ef\u4ee5\u4f7f\u7528SaberR\u5206\u6790\u751f\u6001\u7cfb\u7edf\u7684\u590d\u6742\u6570\u636e\uff0c\u4ece\u800c\u4e86\u89e3\u7269\u79cd\u7684\u5206\u5e03\u3001\u4e30\u5ea6\u4ee5\u53ca\u751f\u6001\u5173\u7cfb\uff0c\u4e3a\u751f\u6001\u4fdd\u62a4\u548c\u53ef\u6301\u7eed\u53d1\u5c55\u63d0\u4f9b\u652f\u6301\u3002<\/span><\/p>\n<section style=\"font-size: 16px;margin-bottom: 0px;\">\n<section style=\"text-align: left;justify-content: flex-start;display: flex;flex-flow: row;margin-top: 10px;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;background-color: rgb(69, 107, 176);padding-right: 6px;padding-bottom: 6px;padding-left: 6px;\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;transform: translate3d(19px, 0px, 0px);\" powered-by=\"xiumi.us\">\n<section style=\"text-align: justify;color: rgb(255, 255, 255);\">\n<p><br \/><\/p>\n<\/section>\n<\/section>\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: rgb(255, 255, 255);padding: 23px;\">\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p style=\"margin-bottom: 0px;letter-spacing: 0.578px;text-wrap: wrap;font-size: 16px;background-color: rgb(255, 255, 255);\">\u516c\u4f17\u53f7\u540e\u53f0\u56de\u590d<span style=\"color: rgb(255, 41, 65);\">\u201c111\u201d<\/span>\u9886\u53d6\u672c\u7bc7\u4ee3\u7801\u3001\u57fa\u56e0\u96c6\u6216\u793a\u4f8b\u6570\u636e\u7b49\u6587\u4ef6\uff1b<\/p>\n<p style=\"margin-bottom: 0px;letter-spacing: 0.578px;text-wrap: wrap;font-size: 16px;background-color: rgb(255, 255, 255);\"><span style=\"text-decoration: underline;color: rgb(255, 41, 65);\"><em><strong>\u6587\u4ef6\u7f16\u53f7\uff1a231204<\/strong><\/em><\/span><\/p>\n<p style=\"margin-bottom: 0px;letter-spacing: 0.578px;text-wrap: wrap;font-size: 16px;background-color: rgb(255, 255, 255);\"><strong><span style=\"color: rgb(255, 41, 65);\">\u679c\u7c89\u798f\u5229<\/span><\/strong><span style=\"color: rgb(0, 128, 255);\"><strong>\uff1a\u751f\u4fe1\u4eba\u5fc5\u5907\u795e\u5668\u2014\u2014\u670d\u52a1\u5668<\/strong><\/span><br \/><\/p>\n<p style=\"margin-bottom: 0px;letter-spacing: 0.578px;text-wrap: wrap;font-size: 16px;background-color: rgb(255, 255, 255);\">\u5e73\u65f6\u751f\u4fe1\u5206\u6790\u5b66\u4e60\u4e2d\u6709\u8981\u7684\u5c0f\u4f19\u4f34\u53ef\u4ee5\u8054\u7cfb\u5c0f\u679c\u79df\u8d41\uff0c\u7c89\u4e1d\u798f\u5229\u90fd\u662f\u5e02\u573a\u8d85\u4f4e\u4ef7\u683c\uff0c\u8d76\u5feb\u627e\u5c0f\u679c\u9886\u53d6\u514d\u8d39\u7684\u8bd5\u7528\u8d26\u53f7\u5427\uff01<\/p>\n<p style=\"margin-bottom: 0px;letter-spacing: 0.578px;text-wrap: wrap;font-size: 16px;background-color: rgb(255, 255, 255);\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247495825&idx=2&sn=a22a72496a1c082ea5b827be94ce4d99&chksm=cf7f6054f808e94264e14bfed4359cab3fcaaca249952a9f761c37ece352dcd7108579788b89&scene=21#wechat_redirect\" textvalue=\"\u670d\u52a1\u5668\u4ef7\u683c\u914d\u7f6e\u8868\uff08\u70b9\u51fb\u94fe\u63a5\u67e5\u770b\uff09\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener\">\u670d\u52a1\u5668\u4ef7\u683c\u914d\u7f6e\u8868\uff08\u70b9\u51fb\u94fe\u63a5\u67e5\u770b\uff09<\/a><br \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-bottom: 0px;\"><br \/><\/p>\n<p><span style=\"color: rgb(2, 30, 170);\"><strong><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u793a\u4f8b\uff1a<\/span><\/strong><\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\"><\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;font-size: 15px;\">\u5f53\u4f7f\u7528SaberR\u8bed\u8a00\u5305\u8fdb\u884c\u751f\u7269\u5b66\u6570\u636e\u5206\u6790\u65f6\uff0c\u4e00\u4e2a\u5178\u578b\u7684\u793a\u4f8b\u662f\u57fa\u56e0\u8868\u8fbe\u6570\u636e\u7684\u5206\u6790\u4e0e\u53ef\u89c6\u5316\u3002\u6211\u4eec\u53ef\u4ee5\u4ece\u516c\u5f00\u6570\u636e\u5e93\u4e2d\u83b7\u53d6\u4e00\u4e2a\u5c0f\u89c4\u6a21\u7684\u57fa\u56e0\u8868\u8fbe\u6570\u636e\u96c6\uff0c\u4f8b\u5982\u6765\u81ea\u4e8e\u4eba\u7c7b\u7ec4\u7ec7\u7684\u57fa\u56e0\u8868\u8fbe\u8c31\u6570\u636e\uff0c\u7136\u540e\u4f7f\u7528SaberR\u6765\u8fdb\u884c\u6570\u636e\u5904\u7406\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u3002<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c06\u5047\u8bbe\u6211\u4eec\u5df2\u7ecf\u4ece\u6570\u636e\u5e93\u4e2d\u83b7\u53d6\u4e86\u4e00\u4e2a\u57fa\u56e0\u8868\u8fbe\u6570\u636e\u96c6\uff0c\u5305\u542b\u4e86\u4e0d\u540c\u7ec4\u7ec7\u4e2d\u591a\u4e2a\u57fa\u56e0\u7684\u8868\u8fbe\u6c34\u5e73\u3002<\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u4f7f\u7528SaberR\u5bf9\u8fd9\u4e2a\u6570\u636e\u96c6\u8fdb\u884c\u5904\u7406\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\uff0c\u4ee5\u63a2\u7d22\u4e0d\u540c\u57fa\u56e0\u5728\u4e0d\u540c\u7ec4\u7ec7\u4e2d\u7684\u8868\u8fbe\u60c5\u51b5\u3002<\/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<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"shell\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__meta\">#<\/span> \u5b89\u88c5\u5e76\u5bfc\u5165\u6240\u9700\u7684\u5305<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet_outer\">><\/span> install.packages(\u201cSaberR\u201d)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__meta\">><\/span> library(SaberR)<\/span><\/code><code><span class=\"code-snippet_outer\"> <\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__meta\">#<\/span> \u5bfc\u5165\u57fa\u56e0\u8868\u8fbe\u6570\u636e<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__meta\">><\/span> gene_expression_data <- read.csv(<span class=\"code-snippet__string\">\"gene_expression_data.csv\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"> <\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__meta\">#<\/span> \u6570\u636e\u5904\u7406\u548c\u5206\u6790<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__meta\">#<\/span> \u5728\u8fd9\u91cc\u53ef\u4ee5\u8fdb\u884c\u6570\u636e\u6e05\u6d17\u3001\u5dee\u5f02\u5206\u6790\u7b49\u64cd\u4f5c<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__meta\">#<\/span> \u4f8b\u5982\uff0c\u8ba1\u7b97\u57fa\u56e0\u5728\u4e0d\u540c\u7ec4\u7ec7\u4e2d\u7684\u5e73\u5747\u8868\u8fbe\u6c34\u5e73<\/span><\/code><code><span class=\"code-snippet_outer\"> <\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__meta\">#<\/span> \u6570\u636e\u53ef\u89c6\u5316<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__meta\">#<\/span> \u7ed8\u5236\u57fa\u56e0\u5728\u4e0d\u540c\u7ec4\u7ec7\u4e2d\u7684\u7bb1\u7ebf\u56fe<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__meta\">><\/span> boxplot_data <- melt(gene_expression_data, id.vars = <span class=\"code-snippet__string\">\"Tissue\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__meta\">><\/span> boxplot <- SaberR::boxplot(data = boxplot_data, x = <span class=\"code-snippet__string\">\"Tissue\"<\/span>, y = <span class=\"code-snippet__string\">\"value\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">+ title = \"Gene Expression across Tissues\", <\/span><\/code><code><span class=\"code-snippet_outer\">+ xlab = \"Tissue\", ylab = \"Expression Level\")<\/span><\/code><\/pre>\n<\/section>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100013899\" data-ratio=\"1.111578947368421\" data-type=\"png\" data-w=\"950\" height=\"615.280029296875\" style=\"font-family: Calibri;font-size: 15px;letter-spacing: 0.034em;height: auto !important;\" width=\"553.5399780273438\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2023-12-24_\u7a7a\u95f4\u5206\u8fa8\u7387\u3001\u57fa\u56e0\u8868\u8fbe\u548c\u6570\u636e\u53ef\u89c6\u5316\u7684\u4f7c\u4f7c\u8005 -- R\u8bed\u8a00\u5305SaberR\/2_rcuLquBHdvVF7xOaCNOYCPhicz5ZHw.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyPT5Rdkc8iam7hJtPUwQPdqmmp9HpPVCwHgGqde8KnEicbzvCrcuLquBHdvVF7xOaCNOYCPhicz5ZHw\/640?wx_fmt=png'\" \/><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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"xml\"><code><span class=\"code-snippet_outer\"># \u7ed8\u5236\u57fa\u56e0\u5728\u4e0d\u540c\u7ec4\u7ec7\u4e2d\u7684\u6563\u70b9\u56fe<\/span><\/code><code><span class=\"code-snippet_outer\">> scatterplot_data <span class=\"code-snippet__tag\"><<span class=\"code-snippet__name\">-<\/span> <span class=\"code-snippet__attr\">gene_expression_data<\/span><\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet_outer\">><\/span> scatterplot <span class=\"code-snippet__tag\"><<span class=\"code-snippet__name\">-<\/span> <span class=\"code-snippet__attr\">SaberR::scatterplot<\/span>(<span class=\"code-snippet__attr\">data<\/span> = <span class=\"code-snippet__string\">scatterplot_data,<\/span> <span class=\"code-snippet__attr\">x<\/span> = <span class=\"code-snippet__string\">\"Tissue\"<\/span>, <span class=\"code-snippet__attr\">y<\/span> = <span class=\"code-snippet__string\">\"Expression\"<\/span>,<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">+ <span class=\"code-snippet__attr\">title<\/span> = <span class=\"code-snippet__string\">\"Gene Expression Scatterplot\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">+ <span class=\"code-snippet__attr\">xlab<\/span> = <span class=\"code-snippet__string\">\"Tissue\"<\/span>, <span class=\"code-snippet__attr\">ylab<\/span> = <span class=\"code-snippet__string\">\"Expression Level\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100013903\" data-ratio=\"0.7138888888888889\" data-type=\"png\" data-w=\"1080\" height=\"395.5400085449219\" style=\"font-family: Calibri;font-size: 15px;letter-spacing: 0.034em;height: auto !important;\" width=\"553.739990234375\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2023-12-24_\u7a7a\u95f4\u5206\u8fa8\u7387\u3001\u57fa\u56e0\u8868\u8fbe\u548c\u6570\u636e\u53ef\u89c6\u5316\u7684\u4f7c\u4f7c\u8005 -- R\u8bed\u8a00\u5305SaberR\/3_GtqQsZWUCLIeyWqN8z045jGibo8Pag.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyPT5Rdkc8iam7hJtPUwQPdqSLVkc3iaibgIBatL9ms4TzO1VlibGtqQsZWUCLIeyWqN8z045jGibo8Pag\/640?wx_fmt=png'\" \/><\/p>\n<p><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-imgfileid=\"100013906\" data-ratio=\"0.38981481481481484\" data-s=\"300,640\" data-type=\"png\" data-w=\"1080\" style=\"color: rgb(34, 34, 38);font-family: "Times New Roman";font-size: 15px;font-weight: 700;letter-spacing: 0.578px;background-color: rgb(255, 255, 255);text-align: center;height: auto !important;\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2023-12-24_\u7a7a\u95f4\u5206\u8fa8\u7387\u3001\u57fa\u56e0\u8868\u8fbe\u548c\u6570\u636e\u53ef\u89c6\u5316\u7684\u4f7c\u4f7c\u8005 -- R\u8bed\u8a00\u5305SaberR\/4_IWicymEetCc6Enf2BkUE4Yz1Ya5e5w.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyuYsqlJnQUJvnS2iciaDibtfbdV0VmHlriaSjYwjFPLp1BLjokHIWicymEetCc6Enf2BkUE4Yz1Ya5e5w\/640?wx_fmt=png'\" \/><\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"php\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\"># \u7ed8\u5236\u57fa\u56e0\u8868\u8fbe\u7684\u70ed\u56fe<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">> heatmap_data <- gene_expression_data[, <span class=\"code-snippet__number\">-1<\/span>] <span class=\"code-snippet__comment\"># \u53bb\u9664\u7ec4\u7ec7\u5217<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">> heatmap <- SaberR::heatmap(data = heatmap_data,<\/span><\/code><code><span class=\"code-snippet_outer\">+ title = <span class=\"code-snippet__string\">\"Gene Expression Heatmap\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">+ xlab = <span class=\"code-snippet__string\">\"Genes\"<\/span>, ylab = <span class=\"code-snippet__string\">\"Tissues\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"> <\/span><\/code><\/pre>\n<\/section>\n<p><span style=\"letter-spacing: 0.034em;font-family: Calibri;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-alternates: normal;font-variant-position: normal;font-size: 15px;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100013901\" data-ratio=\"0.7142857142857143\" data-type=\"png\" data-w=\"672\" height=\"395.5400390625\" width=\"553.739990234375\" style=\"height: auto !important;\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2023-12-24_\u7a7a\u95f4\u5206\u8fa8\u7387\u3001\u57fa\u56e0\u8868\u8fbe\u548c\u6570\u636e\u53ef\u89c6\u5316\u7684\u4f7c\u4f7c\u8005 -- R\u8bed\u8a00\u5305SaberR\/5_IQic3icLz3KsdB0PsEfuYQFcMiczxQ.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyPT5Rdkc8iam7hJtPUwQPdqEXLjLqU00I5GOSFDJdToIU5Fic54IQic3icLz3KsdB0PsEfuYQFcMiczxQ\/640?wx_fmt=png'\" \/><\/span><span style=\"letter-spacing: 0.034em;font-size: 15px;\">    <\/span><span style=\"font-family: Calibri;font-size: 15px;letter-spacing: 0.034em;\"><\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"xml\"><code><span class=\"code-snippet_outer\"># \u7ed8\u5236\u57fa\u56e0\u8868\u8fbe\u7684\u6298\u7ebf\u56fe<\/span><\/code><code><span class=\"code-snippet_outer\">> lineplot_data <span class=\"code-snippet__tag\"><<span class=\"code-snippet__name\">-<\/span> <span class=\"code-snippet__attr\">gather<\/span>(<span class=\"code-snippet__attr\">gene_expression_data<\/span>, <span class=\"code-snippet__attr\">key<\/span> = <span class=\"code-snippet__string\">\"Gene\"<\/span>, <span class=\"code-snippet__attr\">value<\/span> = <span class=\"code-snippet__string\">\"Expression\"<\/span>, <span class=\"code-snippet__attr\">-Tissue<\/span>)<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet_outer\">><\/span> lineplot <span class=\"code-snippet__tag\"><<span class=\"code-snippet__name\">-<\/span> <span class=\"code-snippet__attr\">SaberR::lineplot<\/span>(<span class=\"code-snippet__attr\">data<\/span> = <span class=\"code-snippet__string\">lineplot_data,<\/span> <span class=\"code-snippet__attr\">x<\/span> = <span class=\"code-snippet__string\">\"Tissue\"<\/span>, <span class=\"code-snippet__attr\">y<\/span> = <span class=\"code-snippet__string\">\"Expression\"<\/span>,<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">+ <span class=\"code-snippet__attr\">group<\/span> = <span class=\"code-snippet__string\">\"Gene\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">+ <span class=\"code-snippet__attr\">title<\/span> = <span class=\"code-snippet__string\">\"Gene Expression Trends\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">+ <span class=\"code-snippet__attr\">xlab<\/span> = <span class=\"code-snippet__string\">\"Tissue\"<\/span>, <span class=\"code-snippet__attr\">ylab<\/span> = <span class=\"code-snippet__string\">\"Expression Level\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100013902\" data-ratio=\"0.620253164556962\" data-type=\"png\" data-w=\"711\" height=\"343.07000732421875\" style=\"font-family: Calibri;font-size: 15px;letter-spacing: 0.034em;height: auto !important;\" width=\"553.1400146484375\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2023-12-24_\u7a7a\u95f4\u5206\u8fa8\u7387\u3001\u57fa\u56e0\u8868\u8fbe\u548c\u6570\u636e\u53ef\u89c6\u5316\u7684\u4f7c\u4f7c\u8005 -- R\u8bed\u8a00\u5305SaberR\/6_SRgiaajiaTXILx7CHejsPcpD7nHCxw.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyPT5Rdkc8iam7hJtPUwQPdqM4RFgBURia2ZNBlbZaiaFyjFvUdTSRgiaajiaTXILx7CHejsPcpD7nHCxw\/640?wx_fmt=png'\" \/><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u5bfc\u5165\u57fa\u56e0\u8868\u8fbe\u6570\u636e\uff0c\u7136\u540e\u4f7f\u7528SaberR\u7684\u51fd\u6570\u6765\u7ed8\u5236\u7bb1\u7ebf\u56fe\u3001\u6563\u70b9\u56fe\u3001\u70ed\u56fe\u548c\u6298\u7ebf\u56fe\uff0c\u4ee5\u53ef\u89c6\u5316\u57fa\u56e0\u5728\u4e0d\u540c\u7ec4\u7ec7\u4e2d\u7684\u8868\u8fbe\u60c5\u51b5\u3002<\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u8fd9\u4e9b\u56fe\u8868\u53ef\u4ee5\u5e2e\u52a9\u751f\u7269\u5b66\u5bb6\u66f4\u597d\u5730\u7406\u89e3\u57fa\u56e0\u8868\u8fbe\u6570\u636e\uff0c\u53d1\u73b0\u5176\u4e2d\u7684\u6a21\u5f0f\u548c\u8d8b\u52bf\u3002<\/span><\/p>\n<p><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u4ee5\u4e0a\u5c31\u662f\u5bf9R\u8bed\u8a00\u5305SaberR\u7684\u7b80\u5355\u4ecb\u7ecd\u5566\uff0cR\u8bed\u8a00\u5305SaberR\u5728\u751f\u7269\u5b66\u7814\u7a76\u4e2d\u7684\u5e94\u7528\u524d\u666f\u5341\u5206\u5e7f\u9614\u3002<\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u5b83\u4e0d\u4ec5\u662f\u4e00\u4e2a\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u66f4\u662f\u751f\u7269\u5b66\u5bb6\u7684\u5f97\u529b\u52a9\u624b\uff0c\u5e2e\u52a9\u4ed6\u4eec\u66f4\u8f7b\u677e\u5730\u63a2\u7d22\u751f\u7269\u6570\u636e\u7684\u5965\u79d8\uff0c\u4ece\u800c\u63a8\u52a8\u751f\u7269\u5b66\u9886\u57df\u7684\u79d1\u5b66\u8fdb\u6b65\u3002<\/span><span style=\"font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\">\u65e0\u8bba\u662f\u57fa\u56e0\u7ec4\u6570\u636e\u7684\u5206\u6790\u3001\u751f\u7269\u7f51\u7edc\u7684\u6784\u5efa\uff0c\u8fd8\u662f\u836f\u7269\u7814\u53d1\u548c\u751f\u6001\u5b66\u7814\u7a76\uff0cSaberR\u90fd\u4e3a\u751f\u7269\u5b66\u5bb6\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f3a\u5927\u7684\u5e73\u53f0\uff0c\u8ba9\u4ed6\u4eec\u80fd\u591f\u66f4\u6df1\u5165\u5730\u7406\u89e3\u751f\u547d\u7684\u5965\u79d8\uff0c\u4e3a\u4eba\u7c7b\u5065\u5eb7\u548c\u73af\u5883\u4fdd\u62a4\u505a\u51fa\u66f4\u5927\u8d21\u732e\u3002<\/span><\/p>\n<p><span style=\"color: rgb(2, 30, 170);font-family: \u5b8b\u4f53;font-size: 15px;letter-spacing: 0.034em;\"><strong>References:<\/strong><\/span><br \/><\/p>\n<p style=\"mso-list:l0 level1 lfo1;margin-left:0.0pt;text-indent:0.0pt;\"><span style=\"font-size: 15px;font-family: Calibri;font-variant: normal;text-transform: none;\">1.https:\/\/stackoverflow.com\/questions\/53906025\/r-ggplot2-grouped-boxplot-of-tcga-expression-data<\/span><\/p>\n<p style=\"mso-list:l0 level1 lfo1;margin-left:0.0pt;text-indent:0.0pt;\"><span style=\"font-size: 15px;font-family: Calibri;font-variant: normal;text-transform: none;\">2.https:\/\/bioinformatics-core-shared-training.github.io\/r-intro\/week3.html<\/span><\/p>\n<p style=\"mso-list:l0 level1 lfo1;margin-left:0.0pt;text-indent:0.0pt;\"><span style=\"font-size: 15px;\"><span style=\"font-family: Calibri;font-variant: normal;text-transform: none;\">3.https:\/\/bioinformatics.ccr.cancer.gov\/docs\/data-visualization-with-r\/Lesson5_intro_to_ggplot\/<\/span>    <\/span><o:page><\/o:page><\/p>\n<p style=\"margin-left: 0pt;text-indent: 0pt;\"><span style=\"font-size: 15px;font-family: Calibri;font-variant: normal;text-transform: none;\">4.https:\/\/www.researchgate.net\/figure\/Line-plot-of-the-seven-significant-genes-in-the-different-tissues-in-the-contrast-of_fig2_354369600<\/span><\/p>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;\">\n<section>\n<section 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