{"id":50160,"date":"2024-06-16T09:49:41","date_gmt":"2024-06-16T01:49:41","guid":{"rendered":"http:\/\/www.biocloudservice.com\/wordpress\/?p=50160"},"modified":"2024-06-16T09:49:41","modified_gmt":"2024-06-16T01:49:41","slug":"cibersort%e5%8c%85%ef%bc%9a%e6%b4%9e%e6%82%89%e7%bb%86%e8%83%9e%e5%85%8d%e7%96%ab%e6%b5%b8%e6%b6%a6%e7%9a%84%e7%a5%9e%e5%a5%87%e5%b7%a5%e5%85%b7%ef%bc%81-2","status":"publish","type":"post","link":"http:\/\/www.biocloudservice.com\/wordpress\/?p=50160","title":{"rendered":"CIBERSORT\u5305\uff1a\u6d1e\u6089\u7ec6\u80de\u514d\u75ab\u6d78\u6da6\u7684\u795e\u5947\u5de5\u5177\uff01"},"content":{"rendered":"<p><html><br \/>\n<head><br \/>\n<title><\/title><br \/>\n<meta charset=\"utf-8\"><br \/>\n<meta name=\"viewport\" 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YaHei&quot;, Arial, sans-serif;\"><strong>CIBERSORTx\u5206\u6790\u6d41\u7a0b<\/strong><\/span><\/em><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.8199300699300699\" data-s=\"300,640\" data-type=\"png\" data-w=\"572\" style=\"height: auto !important;\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_3qp70RyVZfFfyibEW2lIYdB8vLf2ow-4.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAwEDYcakdMibMcjoQxWlWTxGbPaYFmICjccPgOibdlu78w5icFg3qp70RyVZfFfyibEW2lIYdB8vLf2ow\/640?wx_fmt=png'\"  data-recalc-dims=\"1\" \/><\/p>\n<p><span style=\"font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;\">\u5982\u4f55\u4f7f\u7528CIBERSORT\uff1f\u4f7f\u7528CIBERSORT\u975e\u5e38\u7b80\u5355\uff01\u8ba9\u6211\u4e3a\u5927\u5bb6\u5c55\u793a\u4e00\u4e0b\uff1a<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;\"><span style=\"color: rgb(51, 51, 51);letter-spacing: 0.4pt;background: rgb(255, 255, 255);\">\u4ee3\u7801<\/span>\u5177\u4f53\u5305\u62ec\uff1a<\/span><span style=\"font-family: &quot;Times New Roman&quot;;font-size: 10.5pt;\"><o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;\"><br  \/><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 20px;\"><em><strong>Step1 \u5206\u6790\u60a3\u8005\u548c\u5bf9\u7167\u6837\u672c\u7684\u6d78\u6da6\u7a0b\u5ea6<\/strong><\/em><\/span><strong style=\"font-size: var(--articleFontsize);letter-spacing: 0.034em;\"><span style=\"font-family: &quot;Times New Roman&quot;;font-size: 10.5pt;\"><o:p><\/o:p><\/span><\/strong><\/p>\n<section style=\"font-size: 16px;text-align: justify;\" powered-by=\"xiumi.us\"><span style=\"mso-spacerun:&quot;yes&quot;;font-family:\u5b8b\u4f53;mso-ascii-font-family:Calibri;mso-hansi-font-family:Calibri;mso-bidi-font-family:&quot;Times New Roman&quot;;\"><o:p><\/o:p><\/span><\/section>\n<h2 style=\"font-size: 16px;text-align: center;\"><span style=\"font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;\"><o:p><\/o:p><\/span><\/h2>\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<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<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"php\"><code><span class=\"code-snippet_outer\">\u8fd9\u91cc\u7684LM22.txt  \u662fCIBERSORT\u5b98\u65b9\u4e0b\u8f7d\u7684\u6587\u4ef6\uff0cCIBERSORT_exp.txt\u662f\u672c\u5730\u51c6\u5907\u7684\u57fa\u56e0\u8868\u8fbe\u6587\u4ef6\uff0csampleName.csv\u662f\u672c\u5730\u51c6\u5907\u7684\u6837\u672c\u4fe1\u606f\u6587\u4ef6\uff0c\u5c0f\u679c\u7ed9\u5927\u5bb6\u9644\u5728\u6700\u540e\u3002<\/span><\/code><code><span class=\"code-snippet_outer\">########\u5206\u6790\u60a3\u8005\u548c\u5bf9\u7167\u6837\u672c\u7684\u6d78\u6da6\u7a0b\u5ea6<\/span><\/code><code><span class=\"code-snippet_outer\">#\u52a0\u8f7d\u5305<\/span><\/code><code><span class=\"code-snippet_outer\">library(dplyr)<\/span><\/code><code><span class=\"code-snippet_outer\">library(tibble)<\/span><\/code><code><span class=\"code-snippet_outer\">library(tidyr)<\/span><\/code><code><span class=\"code-snippet_outer\">library(ggplot2)<\/span><\/code><code><span class=\"code-snippet_outer\">library(ggpubr)<\/span><\/code><code><span class=\"code-snippet_outer\">library(ggsci)<\/span><\/code><code><span class=\"code-snippet_outer\">library(reshape2)<\/span><\/code><code><span class=\"code-snippet_outer\">setwd(\"D:\/wanglab\/life\/ziyuan\/20230718\/\")<\/span><\/code><code><span class=\"code-snippet_outer\"># devtools::install_github(\"Moonerss\/CIBERSORT\")<\/span><\/code><code><span class=\"code-snippet_outer\">library(CIBERSORT)<\/span><\/code><code><span class=\"code-snippet_outer\"><br  \/><\/span><\/code><code><span class=\"code-snippet_outer\"># \u8bbe\u7f6e\u5206\u6790\u4f9d\u8d56\u7684\u57fa\u7840\u8868\u8fbe\u6587\u4ef6<\/span><\/code><code><span class=\"code-snippet_outer\"># \u6bcf\u7c7b\u514d\u75ab\u7ec6\u80de\u7684\u6807\u5fd7\u6027\u57fa\u56e0\u53ca\u5176\u8868\u8fbe<\/span><\/code><code><span class=\"code-snippet_outer\"># \u57fa\u56e0\u540d\u5b57\u4e3aGene symbol<\/span><\/code><code><span class=\"code-snippet_outer\">LM22.file &lt;- read.delim2(\".\/LM22.txt\",header = T)<\/span><\/code><code><span class=\"code-snippet_outer\">LM22.file[,-1] = lapply(LM22.file[,-1], FUN = function(y){as.numeric(y)})<\/span><\/code><code><span class=\"code-snippet_outer\">row.names(LM22.file) &lt;- LM22.file$Gene.symbol<\/span><\/code><code><span class=\"code-snippet_outer\">LM22.file &lt;- LM22.file[,-1]<\/span><\/code><code><span class=\"code-snippet_outer\">LM22.file &lt;- as.matrix(LM22.file)<\/span><\/code><code><span class=\"code-snippet_outer\">#\u52a0\u8f7d\u81ea\u5df1\u7684\u6570\u636e\u7528\u4e8e\u5206\u6790\u8ba1\u7b97\u514d\u75ab\u7ec6\u80de<\/span><\/code><code><span class=\"code-snippet_outer\">load(\"GSE105450_raw.Rdata\")<\/span><\/code><code><span class=\"code-snippet_outer\">#\u52a0\u8f7d\u81ea\u5df1\u7684\u6570\u636e\u7528\u4e8e\u5206\u6790\u8ba1\u7b97\u514d\u75ab\u7ec6\u80de<\/span><\/code><code><span class=\"code-snippet_outer\"># df &lt;- express[,-c(1,2,4)]<\/span><\/code><code><span class=\"code-snippet_outer\"># #colnames(df)[1] &lt;- \"Gene symbol\"<\/span><\/code><code><span class=\"code-snippet_outer\"># rownames(df) &lt;- df$ORF<\/span><\/code><code><span class=\"code-snippet_outer\"># df &lt;- df[,-1]<\/span><\/code><code><span class=\"code-snippet_outer\">df &lt;- as.data.frame(express)<\/span><\/code><code><span class=\"code-snippet_outer\">write.table(df,\"CIBERSORT_exp.txt\",sep = \"t\",col.names = T,quote = F)<\/span><\/code><code><span class=\"code-snippet_outer\">df &lt;- df[row.names(LM22.file),]<\/span><\/code><code><span class=\"code-snippet_outer\">TCGA_TME.results &lt;- CIBERSORT::cibersort(LM22.file ,df, perm = 1000, QN = F)<\/span><\/code><code><span class=\"code-snippet_outer\">#perm\u7f6e\u6362\u6b21\u6570=1000\uff0cQN\u5206\u4f4d\u6570\u5f52\u4e00\u5316=TRUE<\/span><\/code><code><span class=\"code-snippet_outer\"># perm\u7f6e\u6362\u6b21\u6570=1000<\/span><\/code><code><span class=\"code-snippet_outer\">#\u8f93\u51fa\u7ed3\u679c<\/span><\/code><code><span class=\"code-snippet_outer\">write.csv(TCGA_TME.results, \".\/CIBERSORT_Results_fromRcode.csv\")<\/span><\/code><code><span class=\"code-snippet_outer\">results &lt;- TCGA_TME.results<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-align: center;\"><br  \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 20px;\"><em><strong>Step2 \u7bb1\u7ebf\u56fe\u5c55\u793a<\/strong><\/em><\/span><span style=\"font-family: &quot;Times New Roman&quot;;font-size: 10.5pt;\"><o:p><\/o:p><\/span><\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"php\"><code><span class=\"code-snippet_outer\">#########\u7bb1\u7ebf\u56fe\u5c55\u793a<\/span><\/code><code><span class=\"code-snippet_outer\">library(stringr)<\/span><\/code><code><span class=\"code-snippet_outer\">group &lt;- sampleName$group[match(str_sub(colnames(df),1,10),sampleName$geo_accession)]<\/span><\/code><code><span class=\"code-snippet_outer\">group &lt;- na.omit(group)<\/span><\/code><code><span class=\"code-snippet_outer\">res &lt;- data.frame(results[,1:22])%&gt;%<\/span><\/code><code><span class=\"code-snippet_outer\">  dplyr::mutate(group = group)%&gt;%<\/span><\/code><code><span class=\"code-snippet_outer\">  tibble::rownames_to_column(\"sample\")%&gt;%<\/span><\/code><code><span class=\"code-snippet_outer\">  tidyr::pivot_longer(cols = colnames(.)[2:23],<\/span><\/code><code><span class=\"code-snippet_outer\">               names_to = \"cell.type\",<\/span><\/code><code><span class=\"code-snippet_outer\">               values_to = 'value')<\/span><\/code><code><span class=\"code-snippet_outer\">head(res,n=6)<\/span><\/code><\/pre>\n<\/section>\n<p style=\"font-size: 16px;text-align: center;\"><br  \/><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.36486486486486486\" data-s=\"300,640\" data-type=\"png\" data-w=\"518\" style=\"height: auto !important;\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_aFwG9U5qz4iaNSwR8f3KGwfk6971FA-4.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAwEDYcakdMibMcjoQxWlWTxGaoCjdwmicg182Y8NHsxaw41uEFiaFwG9U5qz4iaNSwR8f3KGwfk6971FA\/640?wx_fmt=png'\"  data-recalc-dims=\"1\" \/><\/p>\n<p><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<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"cs\"><code><span class=\"code-snippet_outer\">pdf(file = \"CIBERSORT_psignif.pdf\")<\/span><\/code><code><span class=\"code-snippet_outer\">ggplot(res,aes(cell.type,value,fill = group)) + <\/span><\/code><code><span class=\"code-snippet_outer\">  geom_boxplot(outlier.shape = 21,color = \"black\",outlier.color = \"black\") + <\/span><\/code><code><span class=\"code-snippet_outer\">  #theme_bw() +<\/span><\/code><code><span class=\"code-snippet_outer\">   scale_fill_manual(values = c(\"#00BFC4\",\"#F8766D\"))+#\u8bbe\u7f6e\u989c\u8272<\/span><\/code><code><span class=\"code-snippet_outer\">  labs(x = \"Cell Type\", y = \"Estimated Proportion\") +<\/span><\/code><code><span class=\"code-snippet_outer\">  theme(legend.position = \"top\") + <\/span><\/code><code><span class=\"code-snippet_outer\">  theme(axis.text.x = element_text(angle=90,vjust = 0.5,size = 14,face = \"italic\",colour = 'black'),<\/span><\/code><code><span class=\"code-snippet_outer\">        axis.text.y = element_text(face = \"italic\",size = 14,colour = 'black'))+<\/span><\/code><code><span class=\"code-snippet_outer\">  #scale_fill_nejm()+<\/span><\/code><code><span class=\"code-snippet_outer\">  stat_compare_means(aes(group = group),label = \"p.signif\",size=3,method = \"kruskal.test\")# p.format;p.signif<\/span><\/code><code><span class=\"code-snippet_outer\">dev.off()<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.3888888888888889\" data-s=\"300,640\" data-type=\"jpeg\" data-w=\"1080\" style=\"height: auto !important;\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_IlmBAWe69EMUPMhNEgrv6NXX85lJxg-4.jpg?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/zcicibWZessAwyrj7kbUR3ULG9ZUbLrLkgibzL8qUpQROfe8ebc3gNSnu1dIlmBAWe69EMUPMhNEgrv6NXX85lJxg\/640?wx_fmt=jpeg'\"  data-recalc-dims=\"1\" \/><\/p>\n<p><span style=\"font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong>\u514d\u75ab\u6d78\u6da6\u7ed3\u679c\u7bb1\u7ebf\u56fe\u6bd4\u8f83<\/strong><span style=\"font-family: \u5b8b\u4f53;font-size: 10.5pt;\"><o:p><\/o:p><\/span><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"1\" data-s=\"300,640\" data-type=\"png\" data-w=\"497\" style=\"height: auto !important;\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_eSn05nHOUXKT6eaFXm0zrgxFk7sFyg-4.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAwEDYcakdMibMcjoQxWlWTxG9b9OVRWPicEgu283cGNXj6kqTeSn05nHOUXKT6eaFXm0zrgxFk7sFyg\/640?wx_fmt=png'\"  data-recalc-dims=\"1\" \/><\/p>\n<p style=\"text-align: center;\"><br  \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 20px;\"><em><strong>Step3 \u70ed\u56fe\u5c55\u793a<\/strong><\/em><\/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<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"makefile\"><code><span class=\"code-snippet_outer\">library(pheatmap)<\/span><\/code><code><span class=\"code-snippet_outer\">#\u9009\u62e9\u5177\u6709\u5dee\u5f02\u6027\u7684\u514d\u75ab\u7ec6\u80de<\/span><\/code><code><span class=\"code-snippet_outer\">deCell &lt;- c(\"B.cells.naive\",\"Dendritic.cells.activated\",\"Macrophages.M0\",\"Macrophages.M2\",<\/span><\/code><code><span class=\"code-snippet_outer\">\"Mast.cells.activated\",\"Monocytes\",\"Neutrophils\",\"NK.cells.activated\",\"NK.cells.resting\",<\/span><\/code><code><span class=\"code-snippet_outer\">            \"T.cells.CD4.memory.resting\",\"T.cells.CD4.naive\",\"T.cells.CD8\",\"T.cells.regulatory..Tregs.\")<\/span><\/code><code><span class=\"code-snippet_outer\">TME.results &lt;- TCGA_TME.results<\/span><\/code><code><span class=\"code-snippet_outer\">re &lt;- TME.results[,-(23:25)]<\/span><\/code><code><span class=\"code-snippet_outer\">#\u5c55\u793a\u5dee\u5f02\u7684\u514d\u75ab\u7ec6\u80de\u7c7b\u578b<\/span><\/code><code><span class=\"code-snippet_outer\">re2 &lt;- as.data.frame(t(re[,deCell]))<\/span><\/code><code><span class=\"code-snippet_outer\">Group = group<\/span><\/code><code><span class=\"code-snippet_outer\">table(Group)<\/span><\/code><code><span class=\"code-snippet_outer\">an = data.frame(group = group,row.names = colnames(re2))<\/span><\/code><code><span class=\"code-snippet_outer\">groupcolor=c(\"#00BFC4\",\"#F8766D\")<\/span><\/code><code><span class=\"code-snippet_outer\">names(groupcolor)&lt;- c(\"Healthy person\",\"RSV\")<\/span><\/code><code><span class=\"code-snippet_outer\">pdf(file=\"\u5dee\u5f02\u514d\u75ab\u7ec6\u80de\u4e30\u5ea6\u70ed\u56fe.pdf\")<\/span><\/code><code><span class=\"code-snippet_outer\">pheatmap::pheatmap(re2,scale = \"row\",<\/span><\/code><code><span class=\"code-snippet_outer\">                   show_colnames = F,<\/span><\/code><code><span class=\"code-snippet_outer\">                   cluster_rows = F,cluster_cols = F,<\/span><\/code><code><span class=\"code-snippet_outer\">                   annotation_col = an,<\/span><\/code><code><span class=\"code-snippet_outer\">                   annotation_colors = list(group=groupcolor),<\/span><\/code><code><span class=\"code-snippet_outer\">                   color = colorRampPalette(c(\"navy\", \"white\", \"firebrick3\"))(50))<\/span><\/code><code><span class=\"code-snippet_outer\">dev.off()<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-align: center;\"><span style=\"font-family: \u5b8b\u4f53;font-size: 10.5pt;\"><o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-size: 16px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong>\u5dee\u5f02\u514d\u75ab\u7ec6\u80de\u4e30\u5ea6\u70ed\u56fe<\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"1\" data-s=\"300,640\" data-type=\"png\" data-w=\"437\" style=\"height: auto !important;\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_aRtpJx0Qg4Uyoq7tSCdOciblG8o4Zw-4.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAwEDYcakdMibMcjoQxWlWTxGMIFgYZQ0WpqbvAUzk8NpJcs4DaRtpJx0Qg4Uyoq7tSCdOciblG8o4Zw\/640?wx_fmt=png'\"  data-recalc-dims=\"1\" \/><\/p>\n<p><strong><span style=\"font-family: \u5b8b\u4f53;font-size: 10.5pt;\"><o:p><\/o:p><\/span><\/strong><\/p>\n<p><br  \/><\/p>\n<p><span style=\"font-size: 14px;font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><span style=\"font-size: 14px;\">\u5e0c\u671b\u901a\u8fc7\u8fd9\u7bc7\u6587\u7ae0\uff0c\u4f60\u80fd\u5bf9<\/span>CIBERSORT<span style=\"font-size: 14px;\">\u6709\u66f4\u6df1\u5165\u7684\u4e86\u89e3\uff0c\u5e76\u5728\u751f\u7269\u4fe1\u606f\u5b66\u7684\u4e16\u754c\u91cc\u63a2\u7d22\u66f4\u591a\u65b0\u5947\u7684\u53ef\u80fd\u6027\u3002\u5982\u679c\u4f60\u5bf9\u7ec6\u80de\u7ec4\u6210\u7684\u7814\u7a76\u5145\u6ee1\u70ed\u60c5\uff0c\u90a3\u5c31\u8d76\u5feb\u52a8\u624b\u5c1d\u8bd5\u4e00\u4e0b<\/span><span style=\"font-size: 14px;\">CIBERSORT<\/span><span style=\"font-size: 14px;\">\u5427\uff01<\/span><o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: &quot;Helvetica Neue&quot;, Helvetica, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;\"><\/span><\/p>\n<p style=\"letter-spacing: 0.578px;white-space: normal;\"><span style=\"font-size: 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