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rel=\"noopener\">#\u751f\u4fe1\u5b9e\u64cd<\/a><a href=\"https:\/\/mp.weixin.qq.com\/mp\/appmsgalbum?__biz=Mzg3OTg3MjQyNg==&action=getalbum&album_id=3138206666342268940#wechat_redirect\" title=\"\u751f\u4fe1\u5c0f\u767d\u76f8\u5173\" target=\"_blank\" rel=\"noopener\">#\u751f\u4fe1\u5c0f\u767d\u76f8\u5173<\/a><\/p>\n<\/div>\n<section data-mpa-powered-by=\"yiban.io\">\n<section powered-by=\"xiumi.us\">\n<section>\n<section>\n<section powered-by=\"xiumi.us\">\n<section>\n<section>\n<section powered-by=\"xiumi.us\">\n<section>\n<section powered-by=\"xiumi.us\">\n<section>\n<section powered-by=\"xiumi.us\">\n<section>\n<section>\n<section powered-by=\"xiumi.us\">\n<section>\n<section powered-by=\"xiumi.us\">\n<section>\n<section>\n<section powered-by=\"xiumi.us\">\n<section>\n<section>\n<section powered-by=\"xiumi.us\">\n<section>\n<section powered-by=\"xiumi.us\">\n<section>\n<section><span style=\"letter-spacing: 0.578px;color: rgba(0, 0, 0, 0.5);font-size: 14px;\">\u4eca\u5929\u5c0f\u679c\u60f3\u5e26\u8fd9\u5c0f\u4f19<\/span><span style=\"color: rgba(0, 0, 0, 0.5);font-size: 14px;letter-spacing: 0.034em;\">\u4f34\u4eec\u4e00\u8d77\u5b66\u4e60\u4e00\u4e0b\u5982\u4f55\u4eceGEO\u6570\u636e\u5e93\u4e0b\u8f7d\u82af\u7247\u6570\u636e\uff0c\u5e76\u8fdb\u884c\u82af\u7247\u6570\u636e\u5904\u7406\uff0c\u6700\u540e\u5229\u7528limma\u5305\u8fdb\u884c\u5dee\u5f02\u5206\u6790<\/span><span style=\"font-size: 14px;letter-spacing: 0.034em;color: rgba(0, 0, 0, 0.5);\"><\/span><\/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>\n<\/section>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;letter-spacing: 0.034em;\">\u901a\u8fc7\u8be5\u63a8\u6587\u5c06\u5b8c\u5168\u638c\u63e1GEO\u516c\u5171\u6570\u636e\u4e0b\u8f7d\u548c\u5dee\u5f02\u5206\u6790\uff0c\u975e\u5e38\u975e\u5e38\u9002\u5408\u5c0f\u767d\uff0c\u5982\u679c\u4f60\u6709\u6570\u636e\u6316\u6398\u7684\u60f3\u6cd5\uff0c\u63a5\u4e0b\u6765\u9a6c\u4e0a\u8ddf\u7740\u5c0f\u679c\u5f00\u59cb\u4eca\u5929\u7684\u5b66\u4e60\u4e4b\u65c5\uff0c\u76f8\u4fe1\u4f60\u4f1a\u6536\u83b7\u6ee1\u6ee1\u3002<\/span><br \/><\/p>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section style=\"text-align: justify;font-size: 16px;\" mpa-from-tpl=\"t\">\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\" mpa-from-tpl=\"t\">\n<section style=\"display: inline-block;vertical-align: bottom;width: auto;align-self: flex-end;flex: 0 0 auto;border-style: solid;border-width: 0px 0px 7px;border-bottom-color: rgb(175, 225, 255);min-width: 5%;height: auto;\" mpa-from-tpl=\"t\">\n<section style=\"text-align: justify;font-size: 20px;\" powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<p><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\">1. \u5982\u4f55\u83b7\u5f97\u76f8\u5173\u75be\u75c5\u7684GEO\u6570\u636e\u5e93ID<\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: bottom;width: auto;min-width: 5%;flex: 0 0 auto;height: auto;align-self: flex-end;\" mpa-from-tpl=\"t\">\n<section style=\"transform: perspective(0px);transform-style: flat;\" powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<section style=\"transform: translate3d(5px, 0px, 0px) rotateX(180deg);\" mpa-from-tpl=\"t\">\n<section style=\"display: inline-block;width: 6px;height: 6px;vertical-align: top;overflow: hidden;border-radius: 460px;background-color: rgb(244, 171, 189);\" mpa-from-tpl=\"t\">\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<p><br mpa-from-tpl=\"t\" \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><span style=\"letter-spacing: 0.034em;font-size: 14px;\">\u5728\u8fdb\u884c\u5b9e\u64cd\u4e4b\u524d\uff0c\u6700\u91cd\u8981\u7684\u662f\u8981\u83b7\u5f97\u76f8\u5173\u75be\u75c5\u7684GEO\u6570\u636e\u5e93ID\uff0c\u5982\u4f55\u83b7\u5f97\u5462\uff1f\u4e0d\u614c\uff01\u5c0f\u679c\u4e3a\u5927\u5bb6\u4ecb\u7ecd\u4e24\u79cd\u5e38\u7528\u7684\u65b9\u6cd5\u3002\u7b2c\u4e00\u79cd\u65b9\u6cd5\u662f\u901a\u8fc7NCBI GEO DataSets \u6570\u636e\u5e93\u4e0b\u8f7d\uff0c\u53ef\u4ee5\u76f4\u63a5\u8f93\u5165\u60f3\u67e5\u8be2\u7684\u75be\u75c5\u540d\u79f0\u5c31\u53ef\u4ee5\u8fdb\u884c\u641c\u7d22\u83b7\u5f97\u76f8\u5e94\u7684\u6570\u636e\uff0c\u7f51\u5740\u4e3a\uff1a<\/span><\/p>\n<p><span style=\"letter-spacing: 0.034em;font-size: 14px;\"><\/span><span style=\"letter-spacing: 0.034em;text-decoration: underline;font-size: 12px;\"><strong>https:\/\/www.ncbi.nlm.nih.gov\/gds\/?term=GSE70494<\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.34115523465703973\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_lGEwXdhRfmFOtMyWuV6ZibNP0Y0AWg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyL6u7wJswOp8vtpzGp6vYn4BkpL68JuKGe9jIZGdMKgvul0lGEwXdhRfmFOtMyWuV6ZibNP0Y0AWg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"554\" style=\"\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\">\u7b2c\u4e8c\u79cd\u65b9\u6cd5\u662f\u901a\u8fc7\u4ee5\u53d1\u8868\u7684\u6587\u732e\u6765\u67e5\u8be2\u76f8\u5173\u75be\u75c5\u7684GEO ID\uff0c\u5c0f\u679c\u662f\u901a\u8fc7PubMed\u6765\u67e5\u8be2\uff0c\u53ea\u9700\u8981\u8f93\u5165\u76f8\u5173\u75be\u75c5\u5173\u952e\u5b57\u548cGEO\u5c31\u53ef\u4ee5\u641c\u7d22\u5230\u76f8\u5173\u6587\u7ae0\u548cGEO ID\uff0c\u8be5\u7f51\u5740\u4e3a\uff1a<\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"text-decoration: underline;font-size: 12px;\"><strong>https:\/\/pubmed.ncbi.nlm.nih.gov\/?term=gene+family<\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.29061371841155237\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_buhCWvSnTTHWkyZNDcvXibRVIfrmqQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyL6u7wJswOp8vtpzGp6vYnBicf8tkmcrnOq0rVtuv9dicjRbvbuhCWvSnTTHWkyZNDcvXibRVIfrmqQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"554\" style=\"\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\">\u4e00\u822c\u901a\u8fc7\u8fd9\u4e24\u79cd\u65b9\u6cd5\u5c31\u53ef\u4ee5\u83b7\u53d6\u81ea\u5df1\u60f3\u8981\u7684GEO ID\uff0c\u901a\u8fc7\u5c0f\u679c\u7684\u65b9\u6cd5\u83b7\u5f97ID\u540e\uff0c\u5c31\u53ef\u4ee5\u8ddf\u7740\u5c0f\u679c\u5f00\u59cb\u4eca\u5929\u7684\u5b9e\u64cd\u5206\u6790\u5566\uff0c\u5176\u5b9e\u5c31\u662f\u8fd9\u4e48\u7b80\u5355\uff01\uff01\uff01\u54c8\u54c8\u54c8\u54c8\u54c8\u3002\u3002\u3002\u3002\u3002\u3002\u3002\u3002<\/span><\/p>\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section style=\"text-align: justify;font-size: 16px;\" mpa-from-tpl=\"t\">\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\" mpa-from-tpl=\"t\">\n<section style=\"display: inline-block;vertical-align: bottom;width: auto;align-self: flex-end;flex: 0 0 auto;border-style: solid;border-width: 0px 0px 7px;border-bottom-color: rgb(175, 225, 255);min-width: 5%;height: auto;\" mpa-from-tpl=\"t\">\n<section style=\"text-align: justify;font-size: 20px;\" powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<p><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\"><strong>2. \u5bfc\u5165\u9700\u8981\u7684R\u5305<\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: bottom;width: auto;min-width: 5%;flex: 0 0 auto;height: auto;align-self: flex-end;\" mpa-from-tpl=\"t\">\n<section style=\"transform: perspective(0px);transform-style: flat;\" powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<section style=\"transform: translate3d(5px, 0px, 0px) rotateX(180deg);\" mpa-from-tpl=\"t\">\n<section style=\"display: inline-block;width: 6px;height: 6px;vertical-align: top;overflow: hidden;border-radius: 460px;background-color: rgb(244, 171, 189);\" mpa-from-tpl=\"t\">\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<p><strong style=\"font-size: var(--articleFontsize);letter-spacing: 0.034em;\"><em><span style=\"font-size: 20px;\"><\/span><\/em><\/strong><br \/><\/p>\n<\/section>\n<\/section>\n<\/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<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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">library(GEOquery)<\/span><\/code><code><span class=\"code-snippet_outer\">library(limma)<\/span><\/code><\/pre>\n<\/section>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section style=\"text-align: justify;font-size: 16px;\" mpa-from-tpl=\"t\">\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\" mpa-from-tpl=\"t\">\n<section style=\"display: inline-block;vertical-align: bottom;width: auto;align-self: flex-end;flex: 0 0 auto;border-style: solid;border-width: 0px 0px 7px;border-bottom-color: rgb(175, 225, 255);min-width: 5%;height: auto;\" mpa-from-tpl=\"t\">\n<section style=\"text-align: justify;font-size: 20px;\" powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<p><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\">7. \u7ed3\u679c\u6587\u4ef6<\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: bottom;width: auto;min-width: 5%;flex: 0 0 auto;height: auto;align-self: flex-end;\" mpa-from-tpl=\"t\">\n<section style=\"transform: perspective(0px);transform-style: flat;\" powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<section style=\"transform: translate3d(5px, 0px, 0px) rotateX(180deg);\" mpa-from-tpl=\"t\">\n<section style=\"display: inline-block;width: 6px;height: 6px;vertical-align: top;overflow: hidden;border-radius: 460px;background-color: rgb(244, 171, 189);\" mpa-from-tpl=\"t\">\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<p><br mpa-from-tpl=\"t\" \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-align: justify;\"><strong style=\"letter-spacing: 0.578px;text-align: justify;\"><span style=\"font-size: 14px;\">1. gplTOgene.csv<\/span><\/strong><br \/><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><span style=\"font-size: 14px;\">\u8be5\u7ed3\u679c\u6587\u4ef6\u4e3a\u63a2\u9488id\u5bf9\u5e94\u7684Gene symbol\u548centrez_id\uff0c\u7b2c\u4e00\u5217\u4e3a\u63a2\u9488ID\uff0c\u7b2c\u4e8c\u5217\u4e3aGene symbol,\u7b2c\u4e09\u5217\u4e3aentrez_id\u3002<\/span><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.5342960288808665\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_GJmh3TPAux7hGNn4cIlPiaUnDdoKeA.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyL6u7wJswOp8vtpzGp6vYnicORk18q98qxcViaJa1UtJE9zsmGJmh3TPAux7hGNn4cIlPiaUnDdoKeA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"554\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><span style=\"font-size: 14px;\"> <\/span><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><strong><span style=\"font-size: 14px;\">2. easy_input_expr.csv<\/span><\/strong><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><span style=\"font-size: 14px;\">\u8be5\u7ed3\u679c\u6587\u4ef6\u4e3a\u5904\u7406\u597d\u7684\u8868\u8fbe\u77e9\u9635\u6587\u4ef6\uff0c\u884c\u540d\u4e3aGene symbol,\u5217\u540d\u4e3a\u5bf9\u5e94\u7684\u6837\u672c\u540d\u3002<\/span><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.4548736462093863\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_ZsV6HfgL3MGJxxlp8I3ea4w8aCWcHQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyL6u7wJswOp8vtpzGp6vYn8QTJDCvr2tdrsuGUEgqjFwicAZsV6HfgL3MGJxxlp8I3ea4w8aCWcHQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"554\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><span style=\"font-size: 14px;\"> <\/span><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><strong><span style=\"font-size: 14px;\">3. easy_input_pheno.txt<\/span><\/strong><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><span style=\"font-size: 14px;\">\u8be5\u7ed3\u679c\u6587\u4ef6\u4e3a\u63d0\u53d6\u7684\u6837\u672c\u5206\u7ec4\u6587\u4ef6\u3002<\/span><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.17148014440433212\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_uicarH1D78etTv8WwACqCn119wHQ9Q.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyL6u7wJswOp8vtpzGp6vYntc6Q6cRcI4hIg8yhmDGWIwF1LuicarH1D78etTv8WwACqCn119wHQ9Q\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"554\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><span style=\"font-size: 14px;\"> <\/span><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><strong><span style=\"font-size: 14px;\">4. <\/span><\/strong><span style=\"font-size: 14px;\"><strong>easy_input_limma.csv<\/strong><\/span><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><span style=\"font-size: 14px;\">\u8be5\u7ed3\u679c\u6587\u4ef6\u4e3a\u901a\u8fc7limma\u5305\u8fdb\u884c\u5dee\u5f02\u5206\u6790\u7ed3\u679c\u6587\u4ef6\uff0c\u884c\u540d\u4e3aGene symbol,\u7b2c\u4e00\u5217\u4e3alog2FC\uff0c\u7b2c\u56db\u5217\u4e3aPvalue\u503c\uff0c\u7b2c\u4e94\u5217\u4e3a\u77eb\u6b63\u540e\u7684Pvalue\u503c\u3002<\/span><span style=\"text-align: center;letter-spacing: 0.034em;\"><\/span><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><span style=\"font-size: 14px;\"><\/span><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.4602888086642599\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_kmcoFb7CWH95flMOenW59W22cpWtZg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyL6u7wJswOp8vtpzGp6vYnkZUKbdpDwNiapq8wP7ONj0VibakmcoFb7CWH95flMOenW59W22cpWtZg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"554\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;text-align: center;\"><br \/><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;text-wrap: wrap;outline: 0px;font-family: system-ui, -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\"><strong><span style=\"outline: 0px;font-size: 14px;\">\u5982\u679c\u9700\u8981\u5b8c\u6574\u7684\u4ee3\u7801\u53ef\u4ee5\u70b9\u51fb\u4ed8\u8d39\u83b7\u53d6\u54e6!\u4eca\u5929\u5c0f\u679c\u7684\u5206\u4eab\u5c31\u5230\u8fd9\u91cc~<\/span><\/strong><\/p>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;letter-spacing: 0.578px;white-space: normal;text-align: left;\">\n<section style=\"font-size: 16px;\">\n<section powered-by=\"xiumi.us\" style=\"margin: 10px; justify-content: flex-start; display: flex; flex-flow: row;\">\n<section style=\"padding-right: 10px;padding-left: 10px;display: inline-block;width: 558px;vertical-align: top;border-style: dashed;border-width: 1px;border-color: rgb(62, 62, 62);align-self: flex-start;flex: 0 0 auto;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;\">\n<section style=\"display: inline-block;width: 536px;border-width: 0px 0px 0px 10px;border-style: solid;border-left-color: rgb(144, 215, 236);border-right-color: rgb(46, 172, 109);box-shadow: rgb(0, 0, 0) 0px 0px 0px;border-bottom-left-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"padding-right: 3px;padding-left: 3px;\">\n<section style=\"margin-top: 0.95em;margin-bottom: -0.65em;display: inline-block;width: 520px;vertical-align: top;\">\n<section style=\"width: 520px;\">\n<section style=\"margin-top: -3px;width: 6px;height: 6px;border-radius: 100%;float: right;background-color: rgb(46, 172, 109);\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<section style=\"margin-top: -1em;padding: 3px 10px;display: inline-block;vertical-align: top;background-color: rgb(255, 255, 255);color: rgb(0, 154, 68);\">\n<p><strong>\u5f80\u671f\u63a8\u8350<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"text-align: justify;\">\n<section style=\"letter-spacing: 0.578px;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247491794&idx=1&sn=2b7a4de95169c79202e44813885a8250&chksm=cf7f7017f808f9015689839fe4057fd418bf7b20eb1dfb5a28cd92e56a41b5605e62bfbc16fb&scene=21#wechat_redirect\" textvalue=\"1.\u642d\u5efa\u751f\u4fe1\u5206\u6790\u6d41\u6c34\u7ebf\uff0c\u5982\u5de5\u5382\u4e00\u683724\u5c0f\u65f6\u8fd0\u8f6cSnakemake\u2014\u2014\u8fdb\u9636\u547d\u4ee4\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"font-size: 15px;\" rel=\"noopener\">1.\u642d\u5efa\u751f\u4fe1\u5206\u6790\u6d41\u6c34\u7ebf\uff0c\u5982\u5de5\u5382\u4e00\u683724\u5c0f\u65f6\u8fd0\u8f6cSnakemake\u2014\u2014\u8fdb\u9636\u547d\u4ee4<\/a><br \/><\/section>\n<section style=\"letter-spacing: 0.578px;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247491705&idx=1&sn=9ff9b6da28b3a256a99c6697d589be66&chksm=cf7f70bcf808f9aafd1019a0bba3dd3a55e2867dbb9a09203f13c2683adf867094637c405ed1&scene=21#wechat_redirect\" textvalue=\"2.\u6bd4blast\u8fd8\u4f18\u79c0\u7684\u5e8f\u5217\u6bd4\u5bf9\u5de5\u5177\uff1fHMMER\u6765\u4e86\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"font-size: 15px;\" rel=\"noopener\">2.\u6bd4blast\u8fd8\u4f18\u79c0\u7684\u5e8f\u5217\u6bd4\u5bf9\u5de5\u5177\uff1fHMMER\u6765\u4e86<\/a><\/section>\n<section style=\"letter-spacing: 0.578px;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247491909&idx=1&sn=902e34bcf53e605fba2b457ec6a33e36&chksm=cf7f7180f808f8961542f458a49da14e85d8831449fb65fbf2623d55affc564686a5422f56fd&scene=21#wechat_redirect\" textvalue=\"3.\u5bf9\u5355\u7ec6\u80de\u5206\u6790\u6beb\u65e0\u5934\u7eea\uff1f\u8ba9popsicleR\u9886\u4f60\u5165\u95e8\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"font-size: 15px;\" rel=\"noopener\">3.\u5bf9\u5355\u7ec6\u80de\u5206\u6790\u6beb\u65e0\u5934\u7eea\uff1f\u8ba9popsicleR\u9886\u4f60\u5165\u95e8<\/a><\/section>\n<section style=\"letter-spacing: 0.578px;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247491905&idx=1&sn=fb34ebd6282962c7803badaee7a39096&chksm=cf7f7184f808f8929608c0050344ad86193d0fc6455c1c18e16cc17bf4b37832b63d3b18284e&scene=21#wechat_redirect\" textvalue=\"4.\u5c0f\u679c\u5e26\u4f60\u7ed8\u5236ROC\u66f2\u7ebf\u8bc4\u4f30\u751f\u5b58\u9884\u6d4b\u80fd\u529b\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"font-size: 15px;\" rel=\"noopener\">4.\u5c0f\u679c\u5e26\u4f60\u7ed8\u5236ROC\u66f2\u7ebf\u8bc4\u4f30\u751f\u5b58\u9884\u6d4b\u80fd\u529b<\/a><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-bottom: 0px;letter-spacing: 0.578px;white-space: normal;text-align: left;\"><span style=\"font-size: 10.5pt;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247493633&idx=1&sn=2263dfe7572c0bcf6816c2c1a37d79de&chksm=cf7f78c4f808f1d2209321d6ace39fde5fa60c0691b56f88eac21916f5a2872ce8ee345f1d5f&scene=21#wechat_redirect\" 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0.034em;\">\u901a\u8fc7\u8be5\u63a8\u6587\u5c06\u5b8c\u5168\u638c\u63e1GEO\u516c\u5171\u6570\u636e\u4e0b\u8f7d\u548c\u5dee\u5f02\u5206\u6790\uff0c\u975e\u5e38\u975e\u5e38\u9002\u5408\u5c0f\u767d\uff0c\u5982\u679c\u4f60\u6709\u6570\u636e\u6316\u6398\u7684\u60f3\u6cd5\uff0c\u63a5\u4e0b\u6765\u9a6c\u4e0a\u8ddf\u7740\u5c0f\u679c\u5f00\u59cb\u4eca\u5929\u7684\u5b66\u4e60\u4e4b\u65c5\uff0c\u76f8\u4fe1\u4f60\u4f1a\u6536\u83b7\u6ee1\u6ee1\u3002<\/span><br \/><\/p>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section style=\"text-align: justify;font-size: 16px;\" mpa-from-tpl=\"t\">\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\" mpa-from-tpl=\"t\">\n<section style=\"display: inline-block;vertical-align: bottom;width: auto;align-self: flex-end;flex: 0 0 auto;border-style: solid;border-width: 0px 0px 7px;border-bottom-color: rgb(175, 225, 255);min-width: 5%;height: auto;\" mpa-from-tpl=\"t\">\n<section style=\"text-align: justify;font-size: 20px;\" powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<p><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\">1. \u5982\u4f55\u83b7\u5f97\u76f8\u5173\u75be\u75c5\u7684GEO\u6570\u636e\u5e93ID<\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: bottom;width: auto;min-width: 5%;flex: 0 0 auto;height: auto;align-self: flex-end;\" mpa-from-tpl=\"t\">\n<section style=\"transform: perspective(0px);transform-style: flat;\" powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<section style=\"transform: translate3d(5px, 0px, 0px) rotateX(180deg);\" mpa-from-tpl=\"t\">\n<section style=\"display: inline-block;width: 6px;height: 6px;vertical-align: top;overflow: hidden;border-radius: 460px;background-color: rgb(244, 171, 189);\" mpa-from-tpl=\"t\">\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<p><br mpa-from-tpl=\"t\" \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><span style=\"letter-spacing: 0.034em;font-size: 14px;\">\u5728\u8fdb\u884c\u5b9e\u64cd\u4e4b\u524d\uff0c\u6700\u91cd\u8981\u7684\u662f\u8981\u83b7\u5f97\u76f8\u5173\u75be\u75c5\u7684GEO\u6570\u636e\u5e93ID\uff0c\u5982\u4f55\u83b7\u5f97\u5462\uff1f\u4e0d\u614c\uff01\u5c0f\u679c\u4e3a\u5927\u5bb6\u4ecb\u7ecd\u4e24\u79cd\u5e38\u7528\u7684\u65b9\u6cd5\u3002\u7b2c\u4e00\u79cd\u65b9\u6cd5\u662f\u901a\u8fc7NCBI GEO DataSets \u6570\u636e\u5e93\u4e0b\u8f7d\uff0c\u53ef\u4ee5\u76f4\u63a5\u8f93\u5165\u60f3\u67e5\u8be2\u7684\u75be\u75c5\u540d\u79f0\u5c31\u53ef\u4ee5\u8fdb\u884c\u641c\u7d22\u83b7\u5f97\u76f8\u5e94\u7684\u6570\u636e\uff0c\u7f51\u5740\u4e3a\uff1a<\/span><\/p>\n<p><span style=\"letter-spacing: 0.034em;font-size: 14px;\"><\/span><span style=\"letter-spacing: 0.034em;text-decoration: underline;font-size: 12px;\"><strong>https:\/\/www.ncbi.nlm.nih.gov\/gds\/?term=GSE70494<\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.34115523465703973\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_lGEwXdhRfmFOtMyWuV6ZibNP0Y0AWg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyL6u7wJswOp8vtpzGp6vYn4BkpL68JuKGe9jIZGdMKgvul0lGEwXdhRfmFOtMyWuV6ZibNP0Y0AWg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"554\" style=\"\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\">\u7b2c\u4e8c\u79cd\u65b9\u6cd5\u662f\u901a\u8fc7\u4ee5\u53d1\u8868\u7684\u6587\u732e\u6765\u67e5\u8be2\u76f8\u5173\u75be\u75c5\u7684GEO ID\uff0c\u5c0f\u679c\u662f\u901a\u8fc7PubMed\u6765\u67e5\u8be2\uff0c\u53ea\u9700\u8981\u8f93\u5165\u76f8\u5173\u75be\u75c5\u5173\u952e\u5b57\u548cGEO\u5c31\u53ef\u4ee5\u641c\u7d22\u5230\u76f8\u5173\u6587\u7ae0\u548cGEO ID\uff0c\u8be5\u7f51\u5740\u4e3a\uff1a<\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"text-decoration: underline;font-size: 12px;\"><strong>https:\/\/pubmed.ncbi.nlm.nih.gov\/?term=gene+family<\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.29061371841155237\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_buhCWvSnTTHWkyZNDcvXibRVIfrmqQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyL6u7wJswOp8vtpzGp6vYnBicf8tkmcrnOq0rVtuv9dicjRbvbuhCWvSnTTHWkyZNDcvXibRVIfrmqQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"554\" style=\"\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"white-space: normal;\"><span style=\"font-size: 14px;\">\u4e00\u822c\u901a\u8fc7\u8fd9\u4e24\u79cd\u65b9\u6cd5\u5c31\u53ef\u4ee5\u83b7\u53d6\u81ea\u5df1\u60f3\u8981\u7684GEO ID\uff0c\u901a\u8fc7\u5c0f\u679c\u7684\u65b9\u6cd5\u83b7\u5f97ID\u540e\uff0c\u5c31\u53ef\u4ee5\u8ddf\u7740\u5c0f\u679c\u5f00\u59cb\u4eca\u5929\u7684\u5b9e\u64cd\u5206\u6790\u5566\uff0c\u5176\u5b9e\u5c31\u662f\u8fd9\u4e48\u7b80\u5355\uff01\uff01\uff01\u54c8\u54c8\u54c8\u54c8\u54c8\u3002\u3002\u3002\u3002\u3002\u3002\u3002\u3002<\/span><\/p>\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section style=\"text-align: justify;font-size: 16px;\" mpa-from-tpl=\"t\">\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\" mpa-from-tpl=\"t\">\n<section style=\"display: inline-block;vertical-align: bottom;width: auto;align-self: flex-end;flex: 0 0 auto;border-style: solid;border-width: 0px 0px 7px;border-bottom-color: rgb(175, 225, 255);min-width: 5%;height: auto;\" mpa-from-tpl=\"t\">\n<section style=\"text-align: justify;font-size: 20px;\" powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<p><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\"><strong>2. \u5bfc\u5165\u9700\u8981\u7684R\u5305<\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: bottom;width: auto;min-width: 5%;flex: 0 0 auto;height: auto;align-self: flex-end;\" mpa-from-tpl=\"t\">\n<section style=\"transform: perspective(0px);transform-style: flat;\" powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<section style=\"transform: translate3d(5px, 0px, 0px) rotateX(180deg);\" mpa-from-tpl=\"t\">\n<section style=\"display: inline-block;width: 6px;height: 6px;vertical-align: top;overflow: hidden;border-radius: 460px;background-color: rgb(244, 171, 189);\" mpa-from-tpl=\"t\">\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<p><strong style=\"font-size: var(--articleFontsize);letter-spacing: 0.034em;\"><em><span style=\"font-size: 20px;\"><\/span><\/em><\/strong><br \/><\/p>\n<\/section>\n<\/section>\n<\/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<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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code><span class=\"code-snippet_outer\">library(GEOquery)<\/span><\/code><code><span class=\"code-snippet_outer\">library(limma)<\/span><\/code><\/pre>\n<\/section>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section style=\"text-align: justify;font-size: 16px;\" mpa-from-tpl=\"t\">\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\" mpa-from-tpl=\"t\">\n<section style=\"display: inline-block;vertical-align: bottom;width: auto;align-self: flex-end;flex: 0 0 auto;border-style: solid;border-width: 0px 0px 7px;border-bottom-color: rgb(175, 225, 255);min-width: 5%;height: auto;\" mpa-from-tpl=\"t\">\n<section style=\"text-align: justify;font-size: 20px;\" powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<p><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\">7. \u7ed3\u679c\u6587\u4ef6<\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: bottom;width: auto;min-width: 5%;flex: 0 0 auto;height: auto;align-self: flex-end;\" mpa-from-tpl=\"t\">\n<section style=\"transform: perspective(0px);transform-style: flat;\" powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<section style=\"transform: translate3d(5px, 0px, 0px) rotateX(180deg);\" mpa-from-tpl=\"t\">\n<section style=\"display: inline-block;width: 6px;height: 6px;vertical-align: top;overflow: hidden;border-radius: 460px;background-color: rgb(244, 171, 189);\" mpa-from-tpl=\"t\">\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<p><br mpa-from-tpl=\"t\" \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-align: justify;\"><strong style=\"letter-spacing: 0.578px;text-align: justify;\"><span style=\"font-size: 14px;\">1. gplTOgene.csv<\/span><\/strong><br \/><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><span style=\"font-size: 14px;\">\u8be5\u7ed3\u679c\u6587\u4ef6\u4e3a\u63a2\u9488id\u5bf9\u5e94\u7684Gene symbol\u548centrez_id\uff0c\u7b2c\u4e00\u5217\u4e3a\u63a2\u9488ID\uff0c\u7b2c\u4e8c\u5217\u4e3aGene symbol,\u7b2c\u4e09\u5217\u4e3aentrez_id\u3002<\/span><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.5342960288808665\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_GJmh3TPAux7hGNn4cIlPiaUnDdoKeA.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyL6u7wJswOp8vtpzGp6vYnicORk18q98qxcViaJa1UtJE9zsmGJmh3TPAux7hGNn4cIlPiaUnDdoKeA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"554\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><span style=\"font-size: 14px;\"> <\/span><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><strong><span style=\"font-size: 14px;\">2. easy_input_expr.csv<\/span><\/strong><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><span style=\"font-size: 14px;\">\u8be5\u7ed3\u679c\u6587\u4ef6\u4e3a\u5904\u7406\u597d\u7684\u8868\u8fbe\u77e9\u9635\u6587\u4ef6\uff0c\u884c\u540d\u4e3aGene symbol,\u5217\u540d\u4e3a\u5bf9\u5e94\u7684\u6837\u672c\u540d\u3002<\/span><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.4548736462093863\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_ZsV6HfgL3MGJxxlp8I3ea4w8aCWcHQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyL6u7wJswOp8vtpzGp6vYn8QTJDCvr2tdrsuGUEgqjFwicAZsV6HfgL3MGJxxlp8I3ea4w8aCWcHQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"554\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><span style=\"font-size: 14px;\"> <\/span><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><strong><span style=\"font-size: 14px;\">3. easy_input_pheno.txt<\/span><\/strong><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><span style=\"font-size: 14px;\">\u8be5\u7ed3\u679c\u6587\u4ef6\u4e3a\u63d0\u53d6\u7684\u6837\u672c\u5206\u7ec4\u6587\u4ef6\u3002<\/span><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.17148014440433212\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_uicarH1D78etTv8WwACqCn119wHQ9Q.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyL6u7wJswOp8vtpzGp6vYntc6Q6cRcI4hIg8yhmDGWIwF1LuicarH1D78etTv8WwACqCn119wHQ9Q\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"554\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><span style=\"font-size: 14px;\"> <\/span><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><strong><span style=\"font-size: 14px;\">4. <\/span><\/strong><span style=\"font-size: 14px;\"><strong>easy_input_limma.csv<\/strong><\/span><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><span style=\"font-size: 14px;\">\u8be5\u7ed3\u679c\u6587\u4ef6\u4e3a\u901a\u8fc7limma\u5305\u8fdb\u884c\u5dee\u5f02\u5206\u6790\u7ed3\u679c\u6587\u4ef6\uff0c\u884c\u540d\u4e3aGene symbol,\u7b2c\u4e00\u5217\u4e3alog2FC\uff0c\u7b2c\u56db\u5217\u4e3aPvalue\u503c\uff0c\u7b2c\u4e94\u5217\u4e3a\u77eb\u6b63\u540e\u7684Pvalue\u503c\u3002<\/span><span style=\"text-align: center;letter-spacing: 0.034em;\"><\/span><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;\"><span style=\"font-size: 14px;\"><\/span><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.4602888086642599\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_kmcoFb7CWH95flMOenW59W22cpWtZg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyL6u7wJswOp8vtpzGp6vYnkZUKbdpDwNiapq8wP7ONj0VibakmcoFb7CWH95flMOenW59W22cpWtZg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"554\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;letter-spacing: 0.578px;text-wrap: wrap;text-align: center;\"><br \/><\/p>\n<p style=\"margin-bottom: 0px;font-size: 16px;text-wrap: wrap;outline: 0px;font-family: system-ui, -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\"><strong><span style=\"outline: 0px;font-size: 14px;\">\u5982\u679c\u9700\u8981\u5b8c\u6574\u7684\u4ee3\u7801\u53ef\u4ee5\u70b9\u51fb\u4ed8\u8d39\u83b7\u53d6\u54e6!\u4eca\u5929\u5c0f\u679c\u7684\u5206\u4eab\u5c31\u5230\u8fd9\u91cc~<\/span><\/strong><\/p>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;letter-spacing: 0.578px;white-space: normal;text-align: left;\">\n<section style=\"font-size: 16px;\">\n<section powered-by=\"xiumi.us\" style=\"margin: 10px; justify-content: flex-start; display: flex; flex-flow: row;\">\n<section style=\"padding-right: 10px;padding-left: 10px;display: inline-block;width: 558px;vertical-align: top;border-style: dashed;border-width: 1px;border-color: rgb(62, 62, 62);align-self: flex-start;flex: 0 0 auto;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;\">\n<section style=\"display: inline-block;width: 536px;border-width: 0px 0px 0px 10px;border-style: solid;border-left-color: rgb(144, 215, 236);border-right-color: rgb(46, 172, 109);box-shadow: rgb(0, 0, 0) 0px 0px 0px;border-bottom-left-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"padding-right: 3px;padding-left: 3px;\">\n<section style=\"margin-top: 0.95em;margin-bottom: -0.65em;display: inline-block;width: 520px;vertical-align: top;\">\n<section style=\"width: 520px;\">\n<section style=\"margin-top: -3px;width: 6px;height: 6px;border-radius: 100%;float: right;background-color: rgb(46, 172, 109);\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<section style=\"margin-top: -1em;padding: 3px 10px;display: inline-block;vertical-align: top;background-color: rgb(255, 255, 255);color: rgb(0, 154, 68);\">\n<p><strong>\u5f80\u671f\u63a8\u8350<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"text-align: justify;\">\n<section style=\"letter-spacing: 0.578px;line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247491794&idx=1&sn=2b7a4de95169c79202e44813885a8250&chksm=cf7f7017f808f9015689839fe4057fd418bf7b20eb1dfb5a28cd92e56a41b5605e62bfbc16fb&scene=21#wechat_redirect\" textvalue=\"1.\u642d\u5efa\u751f\u4fe1\u5206\u6790\u6d41\u6c34\u7ebf\uff0c\u5982\u5de5\u5382\u4e00\u683724\u5c0f\u65f6\u8fd0\u8f6cSnakemake\u2014\u2014\u8fdb\u9636\u547d\u4ee4\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" 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