{"id":60351,"date":"2024-06-17T11:10:20","date_gmt":"2024-06-17T03:10:20","guid":{"rendered":"http:\/\/www.biocloudservice.com\/wordpress\/?p=60351"},"modified":"2024-06-17T11:10:20","modified_gmt":"2024-06-17T03:10:20","slug":"%e5%b0%8f%e7%99%bd%e4%b9%9f%e8%83%bd%e8%bd%bb%e6%9d%be%e4%b8%8a%e6%89%8b%ef%bc%81%e5%9f%ba%e5%9b%a0%e7%bb%84%e6%95%b0%e6%8d%ae%e5%a4%84%e7%90%86%e6%96%b0%e6%80%9d%e8%b7%af%ef%bc%8cgenomicrangesr","status":"publish","type":"post","link":"http:\/\/www.biocloudservice.com\/wordpress\/?p=60351","title":{"rendered":"\u5c0f\u767d\u4e5f\u80fd\u8f7b\u677e\u4e0a\u624b\uff01\u57fa\u56e0\u7ec4\u6570\u636e\u5904\u7406\u65b0\u601d\u8def\uff0cGenomicRangesR\u5305\u52a9\u4f60\u6df1\u5165\u5256\u6790\u57fa\u56e0\u7ec4\u6570\u636e\uff01"},"content":{"rendered":"


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class=\"wx_tap_link js_wx_tap_highlight rich_media_meta icon_appmsg_tag appmsg_title_tag weui-wa-hotarea\">\u539f\u521b  <\/span><span class=\"rich_media_meta rich_media_meta_text\">\u5c0f\u679c  <\/span><span class=\"rich_media_meta rich_media_meta_nickname\" id=\"profileBt\"><a href=\"javascript:void(0);\" class=\"wx_tap_link js_wx_tap_highlight weui-wa-hotarea\" id=\"js_name\">\u751f\u4fe1\u679c  <\/a><\/span><em id=\"publish_time\" class=\"rich_media_meta rich_media_meta_text\">2024-05-22 19:00:44<\/em><\/div>\n<p><content><\/p>\n<div class=\"topic\">\n<p>\u6536\u5f55\u4e8e\u8bdd\u9898<\/p>\n<p><a href=\"https:\/\/mp.weixin.qq.com\/mp\/appmsgalbum?__biz=Mzg3OTg3MjQyNg==&action=getalbum&album_id=3138222091851530242#wechat_redirect\" title=\"\u751f\u4fe1\u6709\u5173\u7edf\u8ba1\" target=\"_blank\" rel=\"noopener\">#\u751f\u4fe1\u6709\u5173\u7edf\u8ba1<\/a><a href=\"https:\/\/mp.weixin.qq.com\/mp\/appmsgalbum?__biz=Mzg3OTg3MjQyNg==&action=getalbum&album_id=2664545260517294084#wechat_redirect\" title=\"\u751f\u4fe1\u5b9e\u64cd\" target=\"_blank\" rel=\"noopener\">#\u751f\u4fe1\u5b9e\u64cd<\/a><a href=\"https:\/\/mp.weixin.qq.com\/mp\/appmsgalbum?__biz=Mzg3OTg3MjQyNg==&action=getalbum&album_id=2812010014583390210#wechat_redirect\" title=\"R\u4ee3\u7801\" target=\"_blank\" rel=\"noopener\">#R\u4ee3\u7801<\/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<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-imgfileid=\"100015224\" data-ratio=\"0.2222222222222222\" data-s=\"300,640\" 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style=\"line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;font-size: 16px;letter-spacing: 1px;\"><o:p><\/o:p><\/span><\/p>\n<h1 style=\"text-align: justify;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><span style=\"font-size: 16px;line-height: 150%;font-family: Wingdings;font-variant: normal;text-transform: none;\">l<\/span><span style=\"font-size: 16px;line-height: 150%;font-family: Calibri;font-variant: normal;text-transform: none;background: rgb(255, 255, 255);\">GenomicRangesR\u5305\u7b80\u8981\u8bf4\u660e<\/span><br \/>\n  <\/span><\/h1>\n<p style=\"text-align: justify;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(0, 112, 192);font-weight: bold;font-style: italic;background: rgb(255, 255, 255);\">GenomicRangesR\u5305<\/span><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;\">\u662fR\u8bed\u8a00\u751f\u7269\u4fe1\u606f\u5b66\u5206\u6790\u9886\u57df\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u5de5\u5177\uff0c\u4e13\u4e3a\u5904\u7406\u548c\u5206\u6790\u57fa\u56e0\u7ec4\u5b66\u6570\u636e\u800c\u8bbe\u8ba1\u3002\u8fd9\u4e2a\u5305\u63d0\u4f9b\u4e86\u57fa\u7840\u7684\u6570\u636e\u7ed3\u6784\uff0c\u4f7f\u5f97\u6211\u4eec\u80fd\u591f\u8f7b\u677e\u5730\u5bf9\u57fa\u56e0\u7ec4\u4e2d\u7684\u57fa\u56e0\u3001\u8f6c\u5f55\u672c\u3001\u67d3\u8272\u4f53\u7b49\u751f\u7269\u5b66\u7279\u5f81\u7684\u4f4d\u7f6e\u548c\u8303\u56f4\u4fe1\u606f\u8fdb\u884c\u64cd\u4f5c\u548c\u7ba1\u7406\u3002<\/span><\/span><\/p>\n<p style=\"text-align: justify;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;\">GenomicRangesR\u5305\u7684\u6838\u5fc3\u662f\u5176<\/span><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(227, 108, 10);font-weight: bold;background: rgb(255, 255, 255);\">\u6570\u636e\u7ed3\u6784<\/span><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;\">\uff0c\u7279\u522b\u662f<\/span><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(227, 108, 10);font-weight: bold;background: rgb(255, 255, 255);\">GRanges\u5bf9\u8c61<\/span><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;\">\u3002\u8fd9\u4e2a\u5bf9\u8c61\u80fd\u591f\u8868\u793a\u57fa\u56e0\u7ec4\u8303\u56f4\u7684\u96c6\u5408\uff0c\u6bcf\u4e2a\u8303\u56f4\u90fd\u6709\u660e\u786e\u7684\u8d77\u70b9\u548c\u7ec8\u70b9\u4f4d\u7f6e\uff0c\u4ece\u800c\u7cbe\u786e\u5730\u63cf\u8ff0\u57fa\u56e0\u7ec4\u4e0a\u7684\u5404\u79cd\u7279\u5f81\u3002\u6b64\u5916\uff0cGRanges\u8fd8\u652f\u6301\u9644\u52a0\u5143\u6570\u636e\uff0c\u5982\u94fe\u65b9\u5411\u3001score\u503c\u548cGC\u542b\u91cf\u7b49\uff0c\u8fdb\u4e00\u6b65\u4e30\u5bcc\u4e86\u5176\u5bf9\u57fa\u56e0\u7ec4\u7279\u5f81\u7684\u63cf\u8ff0\u80fd\u529b\u3002<\/span><\/span><\/p>\n<p style=\"text-align: justify;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;\">\u5728\u529f\u80fd\u65b9\u9762\uff0cGenomicRangesR\u5305\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684<\/span><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(227, 108, 10);font-weight: bold;background: rgb(255, 255, 255);\">\u51fd\u6570\u548c\u65b9\u6cd5<\/span><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;\">\uff0c\u7528\u4e8e\u5bf9\u57fa\u56e0\u7ec4\u8303\u56f4\u8fdb\u884c\u5404\u79cd\u64cd\u4f5c\uff0c\u5982\u5408\u5e76\u3001\u5206\u5272\u3001\u5e73\u79fb\u3001\u8fc7\u6ee4\u548c\u6392\u5e8f\u7b49\u3002\u6b64\u5916\uff0cGenomicRangesR\u5305\u8fd8\u5177\u6709\u826f\u597d\u7684<\/span><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(227, 108, 10);font-weight: bold;background: rgb(255, 255, 255);\">\u53ef\u89c6\u5316\u80fd\u529b<\/span><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;\">\u3002\u5b83\u53ef\u4ee5\u4e0e\u5176\u4ed6\u6570\u636e\u53ef\u89c6\u5316\u5305\uff08\u5982ggplot2\u3001Gviz\u7b49\uff09\u65e0\u7f1d\u7ed3\u5408\uff0c\u5e2e\u52a9\u6211\u4eec\u7ed8\u5236\u57fa\u56e0\u7ec4\u8303\u56f4\u7684\u56fe\u5f62\u548c\u56fe\u8868\uff0c\u76f4\u89c2\u5730\u5c55\u793a\u57fa\u56e0\u7684\u4f4d\u7f6e\u3001\u5206\u5e03\u548c\u7279\u5f81\u3002<\/span>    <\/span><o:page><\/o:page><\/p>\n<h1 style=\"text-align: justify;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"letter-spacing: 1px;\"><span style=\"line-height: 150%;font-family: Wingdings;font-variant: normal;text-transform: none;font-size: 16px;\">l<\/span><span style=\"font-size: 16px;\"><span style=\"line-height: 150%;font-family: Calibri;font-variant: normal;text-transform: none;background: rgb(255, 255, 255);\">GenomicRangesR\u5305<\/span><span style=\"line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;background: rgb(255, 255, 255);\">\u4ee3\u7801\u5b9e\u64cd<\/span><br \/>\n  <\/span><\/span><\/h1>\n<p style=\"text-align: justify;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;\">\u5c0f\u679c\u8fd9\u91cc\u5c06\u7528\u4e00\u6bb5\u4ee3\u7801\u548c\u5c0f\u4f19\u4f34\u4eec\u4e00\u8d77\u5b66\u4e60GenomicRangesR\u5305\u8fdb\u884c\u57fa\u56e0\u7ec4\u6570\u636e\u5206\u6790\u7684\u4e00\u4e2a\u5178\u578b\u6d41\u7a0b\u3002<\/span><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(255, 0, 0);font-weight: bold;\">\u672c\u6b21\u4ecb\u7ecd\u7684R\u5305\u64cd\u4f5c\u4f1a\u5360\u7528\u5185\u5b58\u8f83\u5927\uff0c\u5c0f\u679c\u5efa\u8bae\u4f7f\u7528\u670d\u52a1\u5668\uff0c\u6b22\u8fce\u5c0f\u4f19\u4f34\u4eec\u8054\u7cfb\u5c0f\u679c\u79df\u8d41\u6027\u4ef7\u6bd4\u5c45\u9ad8\u7684\u670d\u52a1\u5668\uff01<\/span><\/span><\/p>\n<section style=\"font-size: 15px;padding-right: 2px;padding-left: 2px;margin-bottom: 0px;\">\n<section style=\"text-align: center;justify-content: center;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;height: auto;\">\n<section style=\"display: flex;width: 100%;flex-flow: column;\" powered-by=\"xiumi.us\">\n<section style=\"z-index: 1;transform: perspective(0px);transform-style: flat;\" powered-by=\"xiumi.us\">\n<section style=\"justify-content: center;display: flex;flex-flow: row;transform: translate3d(4px, 0px, 0px) rotateX(180deg);margin-bottom: -2px;\">\n<section style=\"display: inline-block;vertical-align: top;width: 50%;align-self: flex-start;flex: 0 0 auto;\">\n<section style=\"\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 10px;height: 14px;vertical-align: top;overflow: hidden;background-color: rgb(91, 91, 91);border-style: solid;border-width: 2px;border-color: rgb(255, 255, 255);\">\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p style=\"text-wrap: wrap;\"><br \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: top;width: 50%;\">\n<section style=\"\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 10px;height: 14px;vertical-align: top;overflow: hidden;background-color: rgb(91, 91, 91);border-style: solid;border-width: 2px;border-color: rgb(255, 255, 255);\">\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p style=\"text-wrap: wrap;\"><br \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"text-align: left;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(194, 209, 255);\">\n<section style=\"text-align: center;justify-content: center;display: flex;flex-flow: row;margin-top: -4px;margin-bottom: 5px;transform: translate3d(5px, 0px, 0px);\" 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(193, 209, 255);padding: 10px 20px;box-shadow: rgb(255, 255, 255) -2px 2px 0px;\">\n<section style=\"text-align: left;justify-content: flex-start;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: middle;align-self: center;flex: 0 0 auto;width: 100%;height: auto;\">\n<section style=\"text-align: center;color: rgb(0, 0, 0);\" powered-by=\"xiumi.us\">\n<p><strong>\u516c\u4f17\u53f7\u540e\u53f0\u56de\u590d\u201c111\u201d<\/strong><\/p>\n<p><strong>\u9886\u53d6\u672c\u7bc7\u4ee3\u7801\u3001\u57fa\u56e0\u96c6\u6216\u793a\u4f8b\u6570\u636e\u7b49\u6587\u4ef6<\/strong><\/p>\n<p><strong>\u6587\u4ef6\u7f16\u53f7\uff1a240520-1<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"text-wrap: wrap;\" powered-by=\"xiumi.us\"><span style=\"color: rgb(171, 25, 66);\"><strong>\u9700\u8981\u79df\u8d41\u670d\u52a1\u5668\u7684\u5c0f\u4f19\u4f34\u53ef\u4ee5\u626b\u7801\u6dfb\u52a0\u5c0f\u679c\uff0c\u6b64\u5916\u5c0f\u679c\u8fd8\u63d0\u4f9b\u751f\u4fe1\u5206\u6790\uff0c\u601d\u8def\u8bbe\u8ba1\uff0c\u6587\u732e\u590d\u73b0\u7b49\uff0c\u6709\u9700\u8981\u7684\u5c0f\u4f19\u4f34\u6b22\u8fce\u6765\u64a9~<\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-imgfileid=\"100018455\" data-ratio=\"1\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_f6PG40Qrdu5e9B1iaIMItPiajABYWA-74.jpg?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/zcicibWZessAxqaqPbQprPd4vw8Ytp0cprbzXiakMDdFriaB6B59ibhlBCrNyQFf6PG40Qrdu5e9B1iaIMItPiajABYWA\/640?wx_fmt=jpeg'\" data-type=\"jpeg\" data-w=\"430\" style=\"width: 170px;height: 170px;\" data-recalc-dims=\"1\" \/><span style=\"text-align: justify;text-indent: 0em;font-family: Calibri;font-size: 16px;letter-spacing: 1px;\">      <\/span><o:p style=\"text-align: justify;text-indent: 0em;font-family: Calibri;font-size: 16px;letter-spacing: 1px;\"> <\/o:p><span style=\"font-family: Calibri;font-size: 16px;letter-spacing: 1px;text-align: justify;text-indent: 0em;\"><\/span><\/p>\n<\/section>\n<p style=\"text-align: justify;font-size: 10.5pt;font-family: Calibri;font-weight: normal;margin-left: 22pt;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><span style=\"font-size: 16px;font-family: Wingdings;font-variant: normal;text-transform: none;color: rgb(6, 6, 7);\">\u00d8<\/span><span style=\"font-size: 16px;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(227, 108, 10);font-weight: bold;font-style: italic;background: rgb(255, 255, 255);\">\u52a0\u8f7dGenomicRanges\u5305\uff1a<\/span><span style=\"font-size: 16px;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(6, 6, 7);background: rgb(255, 255, 255);\">\u9996\u5148\u68c0\u67e5\u662f\u5426\u5df2\u5b89\u88c5\uff0c\u672a\u5b89\u88c5\u5219\u8fdb\u884c\u5b89\u88c5\u5e76\u52a0\u8f7d\u3002<\/span><\/span><span style=\"background-color: rgb(255, 255, 255);color: rgb(0, 176, 80);font-family: \u5b8b\u4f53;font-size: 16px;letter-spacing: 1px;text-indent: 0em;\"><\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"php\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">if<\/span> (!requireNamespace(<span class=\"code-snippet__string\">\"BiocManager\"<\/span>, quietly = <span class=\"code-snippet__keyword\">TRUE<\/span>))<\/span><\/code><code><span class=\"code-snippet_outer\">install.packages(<span class=\"code-snippet__string\">\"BiocManager\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">BiocManager::install(<span class=\"code-snippet__string\">\"GenomicRanges\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">library(GenomicRanges)<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-align: justify;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(0, 176, 80);background: rgb(255, 255, 255);font-size: 16px;letter-spacing: 1px;\"><\/span><\/p>\n<p style=\"font-size: 10.5pt;font-family: Calibri;font-weight: normal;text-align: justify;margin-left: 22pt;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><span style=\"font-size: 16px;font-family: Wingdings;font-variant: normal;text-transform: none;color: rgb(6, 6, 7);\">\u00d8<\/span><span style=\"font-size: 16px;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(227, 108, 10);font-weight: bold;font-style: italic;background: rgb(255, 255, 255);\">\u521b\u5efa\u57fa\u56e0\u7ec4\u533a\u95f4\u5bf9\u8c61\uff1a<\/span><span style=\"font-size: 16px;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(6, 6, 7);background: rgb(255, 255, 255);\">\u5c0f\u679c\u6b64\u5904\u4f7f\u7528IRanges\u51fd\u6570\u521b\u5efa\u57fa\u56e0\u7ec4\u533a\u95f4\uff0c\u5e76\u7528GRanges\u6dfb\u52a0\u4e86\u76f8\u5173\u7684\u5e8f\u5217\u4fe1\u606f\u3002\u7136\u540e\u521b\u5efa\u4e86\u4e00\u4e2a\u540d\u4e3ameta\u7684DataFrame\u5bf9\u8c61\uff0c\u5176\u4e2d\u5305\u542b\u4e86\u8981\u6dfb\u52a0\u7684\u5143\u6570\u636e\uff08\u57fa\u56e0\u540d\u79f0\u548c\u8868\u8fbe\u6c34\u5e73\uff09\u5e76\u5c06\u5176\u7ed1\u5b9a\u5230gr\u5bf9\u8c61\u7684\u5143\u6570\u636e\u5217(mcols)\u3002\u518d\u4f7f\u7528elementMetadata\u51fd\u6570\u5c06\u8fd9\u4e2a\u5143\u6570\u636e\u5bf9\u8c61\u4e0egr\u5bf9\u8c61\u5173\u8054\u8d77\u6765\uff0c\u4ece\u800c\u4e3a\u6bcf\u4e2a\u533a\u95f4\u6dfb\u52a0\u4e86\u5143\u6570\u636e\u3002<\/span>    <\/span><span style=\"background-color: rgb(255, 255, 255);color: rgb(0, 176, 80);font-family: \u5b8b\u4f53;font-size: 16px;letter-spacing: 1px;text-indent: 0em;\"><\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"swift\"><code><span class=\"code-snippet_outer\">gr <- <span class=\"code-snippet__type\">GRanges<\/span>(seqnames = <span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__string\">\"chr1\"<\/span>, <span class=\"code-snippet__string\">\"chr2\"<\/span>, <span class=\"code-snippet__string\">\"chr3\"<\/span>), ranges = <span class=\"code-snippet__type\">IRanges<\/span>(start = <span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__number\">100<\/span>, <span class=\"code-snippet__number\">200<\/span>, <span class=\"code-snippet__number\">300<\/span>), end = <span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__number\">150<\/span>, <span class=\"code-snippet__number\">250<\/span>, <span class=\"code-snippet__number\">350<\/span>)), strand = <span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__string\">\"+\"<\/span>, <span class=\"code-snippet__string\">\"-\"<\/span>, <span class=\"code-snippet__string\">\"+\"<\/span>)) <\/span><\/code><code><span class=\"code-snippet_outer\">meta <- <span class=\"code-snippet__type\">DataFrame<\/span>(gene_name = <span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__string\">\"Gene1\"<\/span>, <span class=\"code-snippet__string\">\"Gene2\"<\/span>, <span class=\"code-snippet__string\">\"Gene3\"<\/span>), expression_level = <span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__number\">10.5<\/span>, <span class=\"code-snippet__number\">20.1<\/span>, <span class=\"code-snippet__number\">15.3<\/span>)) <\/span><\/code><code><span class=\"code-snippet_outer\">gr$mcols <- meta <\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__built_in\">print<\/span>(gr)<\/span><\/code><code><span class=\"code-snippet_outer\">gr_positive_strand <- gr[strand(gr) == <span class=\"code-snippet__string\">\"+\"<\/span>]<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-align: justify;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(0, 176, 80);background: rgb(255, 255, 255);font-size: 16px;letter-spacing: 1px;\"><\/span><\/p>\n<p style=\"text-align: center;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-family: Calibri;font-variant: normal;text-transform: none;background: rgb(255, 255, 255);font-size: 16px;letter-spacing: 1px;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100018444\" data-ratio=\"0.44227005870841485\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_CHZHv8XphpJVIaJtYV6dTCrldZwK8Q.png?resize=268%2C118\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyZYWxkcMjUGDz4aMnt6SC3QQKAS2B7CcN4cy6LvbY5xXJMCHZHv8XphpJVIaJtYV6dTCrldZwK8Q\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"511\" height=\"118 .86001586914062\" width=\"268 .75\" data-recalc-dims=\"1\" \/><\/span><\/p>\n<p style=\"text-align: center;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-family: Calibri;font-variant: normal;text-transform: none;background: rgb(255, 255, 255);font-size: 16px;letter-spacing: 1px;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100018445\" data-ratio=\"0.235370611183355\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_3u5CfU7HeaCcIdIiaBG2eCtdqZHq1g.png?resize=523%2C123\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyZYWxkcMjUGDz4aMnt6SC3ze9a8xhW07Gd4bNBGuv8Teibno3u5CfU7HeaCcIdIiaBG2eCtdqZHq1g\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"769\" height=\"123 .33001708984375\" width=\"523 .969970703125\" data-recalc-dims=\"1\" \/><\/span><\/p>\n<p style=\"text-align: justify;font-size: 10.5pt;font-family: Calibri;font-weight: normal;margin-left: 22pt;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><span style=\"font-size: 16px;font-family: Wingdings;font-variant: normal;text-transform: none;color: rgb(6, 6, 7);\">\u00d8<\/span><span style=\"font-size: 16px;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(227, 108, 10);font-weight: bold;font-style: italic;background: rgb(255, 255, 255);\">\u5c06GRanges\u5bf9\u8c61\u53ef\u89c6\u5316\uff1a<\/span><span style=\"font-size: 16px;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(6, 6, 7);background: rgb(255, 255, 255);\">\u4f7f\u7528ggbio\u7684autoplot\u51fd\u6570\u6765\u53ef\u89c6\u5316GRanges\u5bf9\u8c61\u6240\u6709\u533a\u95f4\uff0c\u4e0d\u8bba\u6b63\u8d1f\u94fe\uff08\u7701\u7565which\u53c2\u6570\uff09<\/span><\/span><span style=\"background-color: rgb(255, 255, 255);color: rgb(0, 176, 80);font-family: \u5b8b\u4f53;font-size: 16px;letter-spacing: 1px;text-indent: 0em;\"><\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"sql\"><code><span class=\"code-snippet_outer\">autoplot(gr_positive_strand) +<\/span><\/code><code><span class=\"code-snippet_outer\"> labs(title = \"GRanges Visualization <span class=\"code-snippet__keyword\">with<\/span> Positive Strand<span class=\"code-snippet__string\">\", x = \"<\/span>Chromosome<span class=\"code-snippet__string\">\", y = \"<\/span><span class=\"code-snippet__keyword\">Position<\/span><span class=\"code-snippet__string\">\")<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">autoplot(gr) + <\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet_outer\"> labs(title = \"<\/span>GRanges <span class=\"code-snippet__keyword\">with<\/span> Metadata<span class=\"code-snippet__string\">\", x = \"<\/span>Chromosome<span class=\"code-snippet__string\">\", y = \"<\/span><span class=\"code-snippet__keyword\">Position<\/span><span class=\"code-snippet__string\">\")<\/span><\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-align: justify;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(0, 176, 80);background: rgb(255, 255, 255);font-size: 16px;letter-spacing: 1px;\"><\/span><\/p>\n<p style=\"text-align: center;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-family: Calibri;font-variant: normal;text-transform: none;background: rgb(255, 255, 255);font-size: 16px;letter-spacing: 1px;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100018447\" data-ratio=\"0.5453703703703704\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_svMVaaPC4T9E5HLDeqtM3f37icLGvQ.png?resize=486%2C265\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyZYWxkcMjUGDz4aMnt6SC3uZJ4mCL1DxLseWLKb0xLKV3XAsvMVaaPC4T9E5HLDeqtM3f37icLGvQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" height=\"265 .4200134277344\" width=\"486 .7099609375\" data-recalc-dims=\"1\" \/><\/span><\/p>\n<p style=\"text-align: center;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-family: Calibri;font-variant: normal;text-transform: none;background: rgb(255, 255, 255);font-size: 16px;letter-spacing: 1px;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100018446\" data-ratio=\"0.5453703703703704\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_Cmibf8m9Dkxa1vmY9L4a10ibCbsIqg.png?resize=557%2C303\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyZYWxkcMjUGDz4aMnt6SC3pDIdTicVUU163bShfj7eR9yOl0DCmibf8m9Dkxa1vmY9L4a10ibCbsIqg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" height=\"303 .97998046875\" width=\"557 .4000244140625\" data-recalc-dims=\"1\" \/><\/span><\/p>\n<p style=\"text-align: justify;font-size: 10.5pt;font-family: Calibri;font-weight: normal;margin-left: 22pt;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><span style=\"font-size: 16px;font-family: Wingdings;font-variant: normal;text-transform: none;color: rgb(6, 6, 7);\">\u00d8<\/span><span style=\"font-size: 16px;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(227, 108, 10);font-weight: bold;font-style: italic;background: rgb(255, 255, 255);\">\u533a\u95f4\u67e5\u8be2\u4e0e\u64cd\u4f5c\uff1a<\/span><span style=\"font-size: 16px;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(6, 6, 7);background: rgb(255, 255, 255);\">\u4f7f\u7528findOverlaps\u7b49\u51fd\u6570\u67e5\u8be2\u533a\u95f4\u95f4\u7684\u91cd\u53e0\uff0c\u5e76\u8fdb\u884c\u5408\u5e76\u3001\u4ea4\u96c6\u64cd\u4f5c\u4ee5\u53ca\u533a\u95f4\u7684\u7edf\u8ba1\u6458\u8981\u3002\u7136\u540e\u5c0f\u679c\u521b\u5efa\u4e86\u4e00\u4e2a\u67e5\u8be2\u5bf9\u8c61query_gr\uff0c\u7528\u4e8e\u67e5\u8be2\u67d3\u8272\u4f53chr1\u4e0a\u7684\u533a\u95f4\uff0c\u5e76\u627e\u51fa\u4e0egr\u5bf9\u8c61\u91cd\u53e0\u7684\u90e8\u5206\u3002<\/span><\/span><span style=\"background-color: rgb(255, 255, 255);color: rgb(0, 176, 80);font-family: \u5b8b\u4f53;font-size: 16px;letter-spacing: 1px;text-indent: 0em;\"><\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"swift\"><code><span class=\"code-snippet_outer\">gr2 <- <span class=\"code-snippet__type\">GRanges<\/span>(<span class=\"code-snippet__string\">\"chr1\"<\/span>, <span class=\"code-snippet__type\">IRanges<\/span>(start = <span class=\"code-snippet__number\">120<\/span>, end = <span class=\"code-snippet__number\">220<\/span>), <span class=\"code-snippet__string\">\"+\"<\/span>) <\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__built_in\">overlaps<\/span> <- findOverlaps(gr, gr2) <\/span><\/code><code><span class=\"code-snippet_outer\">intersection <- gr[queryHits(<span class=\"code-snippet__built_in\">overlaps<\/span>)] <\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__built_in\">print<\/span>(intersection)<\/span><\/code><code><span class=\"code-snippet_outer\">cat(<span class=\"code-snippet__string\">\"Number of intervals:\"<\/span>, length(gr), <span class=\"code-snippet__string\">\"n\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">cat(<span class=\"code-snippet__string\">\"Average interval length:\"<\/span>, mean(gr_lengths), <span class=\"code-snippet__string\">\"n\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">query_gr <- <span class=\"code-snippet__type\">GRanges<\/span>(<span class=\"code-snippet__string\">\"chr1\"<\/span>, <span class=\"code-snippet__type\">IRanges<\/span>(start = <span class=\"code-snippet__number\">1<\/span>, end = <span class=\"code-snippet__number\">500<\/span>), <span class=\"code-snippet__string\">\"+\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">query_result <- findOverlaps(query_gr, gr)<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-align: justify;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(0, 176, 80);background: rgb(255, 255, 255);font-size: 16px;letter-spacing: 1px;\"><\/span><\/p>\n<p style=\"text-align: center;font-size: 10.5pt;font-family: Calibri;font-weight: normal;margin-left: 22pt;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(6, 6, 7);background: rgb(255, 255, 255);font-size: 16px;letter-spacing: 1px;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100018448\" data-ratio=\"0.17685305591677503\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/7_Qiae8qicCEKz2UerGguxicYcPboXLw.png?resize=553%2C97\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyZYWxkcMjUGDz4aMnt6SC3WB7gkUyu9voTBYVVdN7sGXKjqr7Qiae8qicCEKz2UerGguxicYcPboXLw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"769\" height=\"97 .92999267578125\" width=\"553 .739990234375\" data-recalc-dims=\"1\" \/><\/span><\/p>\n<p style=\"text-align: center;font-size: 10.5pt;font-family: Calibri;font-weight: normal;margin-left: 22pt;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(6, 6, 7);background: rgb(255, 255, 255);font-size: 16px;letter-spacing: 1px;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100018449\" data-ratio=\"0.17002881844380405\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/8_bzMl6uSC4mu6eV17ao5z4oTE9vJyOA.png?resize=553%2C94\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyZYWxkcMjUGDz4aMnt6SC3ok40GtzwBFLiaMxfKJoicFryibfbzMl6uSC4mu6eV17ao5z4oTE9vJyOA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"694\" height=\"94 .1300048828125\" width=\"553 .739990234375\" data-recalc-dims=\"1\" \/><\/span><\/p>\n<p style=\"text-align: justify;font-size: 10.5pt;font-family: Calibri;font-weight: normal;margin-left: 22pt;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><span style=\"font-size: 16px;font-family: Wingdings;font-variant: normal;text-transform: none;color: rgb(6, 6, 7);\">\u00d8<\/span><span style=\"font-size: 16px;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(227, 108, 10);font-weight: bold;font-style: italic;background: rgb(255, 255, 255);\">\u6570\u636e\u53ef\u89c6\u5316\uff1a<\/span><span style=\"font-size: 16px;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(6, 6, 7);background: rgb(255, 255, 255);\">\u5229\u7528GenomicRanges\u7684\u7ed8\u56fe\u529f\u80fd\uff0c\u76f4\u89c2\u5c55\u793a\u57fa\u56e0\u7ec4\u533a\u95f4\u3002\u5c0f\u679c\u5148\u5c06\u67e5\u8be2\u7ed3\u679c\u8f6c\u6362\u4e3a\u6570\u636e\u6846overlap_df\uff0c\u8ba1\u7b97\u6bcf\u4e2a\u533a\u95f4\u7684\u957f\u5ea6\uff0c\u5e76\u7ed8\u5236\u533a\u95f4\u957f\u5ea6\u7684\u76f4\u65b9\u56fe\u3002\u4e00\u4e2a\u6761\u5f62\u56fe\u5c55\u793a\u57fa\u56e0\u8868\u8fbe\u6c34\u5e73\u4e0e\u533a\u95f4\u5bbd\u5ea6\u7684\u5173\u7cfb\uff0c\u4e00\u4e2a\u70b9\u56fe\u5c55\u793a\u533a\u95f4\u5bbd\u5ea6\u4e0e\u57fa\u56e0\u8868\u8fbe\u6c34\u5e73\u7684\u5173\u7cfb\u3002\u6700\u540e\uff0c\u4f7f\u7528heatmap\u51fd\u6570\u7ed8\u5236\u4e86\u4e00\u4e2a\u57fa\u56e0\u8868\u8fbe\u6c34\u5e73\u7684\u70ed\u529b\u56fe\u3002<\/span><\/span><\/p>\n<p style=\"text-align: justify;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(0, 176, 80);background: rgb(255, 255, 255);font-size: 16px;letter-spacing: 1px;\"><\/span><\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"kotlin\"><code><span class=\"code-snippet_outer\">overlap_df <- <span class=\"code-snippet__keyword\">as<\/span>.<span class=\"code-snippet__keyword\">data<\/span>.frame(query_result)<\/span><\/code><code><span class=\"code-snippet_outer\">gr_lengths <- width(gr)<\/span><\/code><code><span class=\"code-snippet_outer\">hist(gr_lengths, breaks=<span class=\"code-snippet__number\">20<\/span>, col=<span class=\"code-snippet__string\">\"pink\"<\/span>, main=<span class=\"code-snippet__string\">\"Histogram of Interval Lengths\"<\/span>, xlab=<span class=\"code-snippet__string\">\"Length\"<\/span>) <\/span><\/code><code><span class=\"code-snippet_outer\">df <- <span class=\"code-snippet__keyword\">as<\/span>.<span class=\"code-snippet__keyword\">data<\/span>.frame(gr)<\/span><\/code><code><span class=\"code-snippet_outer\">ggplot(<span class=\"code-snippet__keyword\">data<\/span> = df, aes(x = seqnames, y = width, fill = <span class=\"code-snippet__string\">\"gene_name\"<\/span>)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_bar(stat = <span class=\"code-snippet__string\">\"identity\"<\/span>) + <\/span><\/code><code><span class=\"code-snippet_outer\"> theme_minimal() + <\/span><\/code><code><span class=\"code-snippet_outer\"> labs(title = <span class=\"code-snippet__string\">\"Gene Expression Levels\"<\/span>, x = <span class=\"code-snippet__string\">\"Chromosome\"<\/span>, y = <span class=\"code-snippet__string\">\"Interval Width\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">ggplot(<span class=\"code-snippet__keyword\">data<\/span> = df, aes(x = width, y = mcols.expression_level)) +<\/span><\/code><code><span class=\"code-snippet_outer\"> geom_point() +<\/span><\/code><code><span class=\"code-snippet_outer\"> theme_minimal() +<\/span><\/code><code><span class=\"code-snippet_outer\"> labs(title = <span class=\"code-snippet__string\">\"Gene Expression Levels vs Interval Width\"<\/span>, x = <span class=\"code-snippet__string\">\"Interval Width\"<\/span>, y = <span class=\"code-snippet__string\">\"Expression Level\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">heatmap(<span class=\"code-snippet__keyword\">data<\/span>.matrix(df), Rowv = NA, Colv = NA,main = <span class=\"code-snippet__string\">\"Gene Expression Heatmap\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-align: justify;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\">   <\/span><o:page><\/o:page><\/p>\n<p style=\"text-align: center;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-family: Calibri;font-variant: normal;text-transform: none;background: rgb(255, 255, 255);font-size: 16px;letter-spacing: 1px;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100018451\" data-ratio=\"0.4898148148148148\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/9_QNwHb4KEvnRk6fIE5NZic6NWKnazJQ.png?resize=574%2C281\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyZYWxkcMjUGDz4aMnt6SC3p2IlmHO5ickajuLc9TAL4Olz4rQNwHb4KEvnRk6fIE5NZic6NWKnazJQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" height=\"281 .6000061035156\" width=\"574 .4600219726562\" data-recalc-dims=\"1\" \/><\/span><\/p>\n<p style=\"text-align: center;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-family: Calibri;font-variant: normal;text-transform: none;font-size: 16px;letter-spacing: 1px;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100018450\" data-ratio=\"0.4925925925925926\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/10_CicFOwwJ4MfWLSW7V3bSrqCoz8wZZA.png?resize=498%2C245\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyZYWxkcMjUGDz4aMnt6SC3lBN1IccYcQ1u5SHKckWHgcDbmCicFOwwJ4MfWLSW7V3bSrqCoz8wZZA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" height=\"245 .760009765625\" width=\"498 .6700439453125\" data-recalc-dims=\"1\" \/><\/span><\/p>\n<p style=\"text-align: center;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-family: Calibri;font-variant: normal;text-transform: none;font-size: 16px;letter-spacing: 1px;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100018452\" data-ratio=\"0.675\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/11_zyTXBIcygqZfzvF4f1n6mcEmZwVvFg.png?resize=418%2C282\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyZYWxkcMjUGDz4aMnt6SC3NMrRibOS7MOusgESbg6uzdic8XzyTXBIcygqZfzvF4f1n6mcEmZwVvFg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" height=\"282 .52001953125\" width=\"418 .739990234375\" data-recalc-dims=\"1\" \/><\/span><span style=\"font-size: 16px;letter-spacing: 1px;\">    <\/span><o:page><\/o:page><\/p>\n<p style=\"text-align: center;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-family: Calibri;font-variant: normal;text-transform: none;font-size: 16px;letter-spacing: 1px;\"><img decoding=\"async\" loading=\"lazy\" class=\"rich_pages wxw-img\" data-imgfileid=\"100018453\" data-ratio=\"0.7527777777777778\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/12_EjupSpEdbn7qRLs78H2dK4gDCbj5YA.png?resize=445%2C335\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyZYWxkcMjUGDz4aMnt6SC3k22IzoysDu7fU0F9Z02YIaiazEjupSpEdbn7qRLs78H2dK4gDCbj5YA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" height=\"335 .6400146484375\" width=\"445 .77001953125\" data-recalc-dims=\"1\" \/><\/span><\/p>\n<p style=\"text-align: justify;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-family: Calibri;font-variant: normal;text-transform: none;font-size: 16px;letter-spacing: 1px;\">          <o:p> <\/o:p><\/span><\/p>\n<h1 style=\"text-align: justify;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><span style=\"font-size: 16px;line-height: 150%;font-family: Wingdings;font-variant: normal;text-transform: none;\">l<\/span><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;background: rgb(255, 255, 255);\">\u6587\u7ae0\u5c0f\u7ed3<\/span><br \/>\n  <\/span><\/h1>\n<p style=\"text-align: justify;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(6, 6, 7);background: rgb(255, 255, 255);\">\u672c\u671f\u5c0f\u679c\u4e3a\u5c0f\u4f19\u4f34\u4eec\u4ecb\u7ecd\u4e86\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u3001\u6613\u4e8e\u4f7f\u7528\u7684\u5de5\u5177\u2014\u2014GenomicRangesR\u5305\u4ee5\u53ca\u5b83\u5904\u7406\u57fa\u56e0\u7ec4\u5b66\u6570\u636e\u7684\u6d41\u7a0b\u3002\u6211\u4eec\u5148\u521b\u5efa\u4e86\u4e00\u4e2aGRanges\u5bf9\u8c61gr\uff0c\u8868\u793a\u57fa\u56e0\u7ec4\u4e2d\u7684\u57fa\u56e0\u533a\u95f4\uff0c\u540e\u53c8\u521b\u7acb\u4e86\u4e00\u4e2a\u5143\u6570\u636e\u5bf9\u8c61meta\uff0c\u5c06\u5143\u6570\u636e\u6dfb\u52a0\u5230GRanges\u5bf9\u8c61\u4e2d\uff0c\u5e76\u4f7f\u7528\u4e86ggbio\u7684autoplot\u51fd\u6570\u6765\u53ef\u89c6\u5316\u57fa\u56e0\u533a\u95f4\u548c\u5143\u6570\u636e\u3002\u4e4b\u540e\uff0c\u6211\u4eec\u627e\u5230\u4e86\u4e24\u4e2aGRanges\u5bf9\u8c61\u4e4b\u95f4\u7684\u91cd\u53e0\u533a\u95f4\uff0c\u5e76\u5bf9\u8fd9\u4e9b\u533a\u95f4\u8fdb\u884c\u7edf\u8ba1\u6458\u8981\u3002\u6700\u540e\uff0c\u4ee3\u7801\u901a\u8fc7\u521b\u5efa\u4e00\u4e2a\u67e5\u8be2\u533a\u95f4\u6765\u627e\u51fa\u4e0egr\u5bf9\u8c61\u91cd\u53e0\u7684\u533a\u95f4\uff0c\u5e76\u5c06\u67e5\u8be2\u7ed3\u679c\u8f6c\u6362\u4e3a\u6570\u636e\u6846\u8fdb\u884c\u5206\u6790\u53ca\u53ef\u89c6\u5316<\/span><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;\">\u3002\u7531\u6b64\u6211\u4eec\u53ef\u4ee5\u66f4\u52a0\u575a\u4fe1\u65e0\u8bba\u662f\u8fdb\u884c\u57fa\u56e0\u6ce8\u91ca\u3001\u6bd4\u5bf9\u5206\u6790\uff0c\u8fd8\u662f\u8fdb\u884c\u66f4\u6df1\u5165\u7684\u57fa\u56e0\u7ec4\u5b66\u7814\u7a76\uff0cGenomicRangesR\u5305\u90fd\u80fd\u6210\u4e3a\u6211\u4eec\u7684\u5f97\u529b\u52a9\u624b\uff01<\/span><\/span><\/p>\n<p style=\"text-align: justify;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(6, 6, 7);background: rgb(255, 255, 255);\">\u5e0c\u671b\u672c\u671f\u7684\u5185\u5bb9\u5bf9\u4f60\u6709\u5e2e\u52a9\uff0c\u671f\u5f85\u6211\u4eec\u4e0b\u671f\u518d\u89c1\uff01<\/span><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(255, 0, 0);font-weight: bold;\">\u6700\u540e\u5982\u679c\u5404\u4f4d\u5c0f\u4f19\u4f34\u4eec\u89c9\u5f97\u81ea\u5df1\u8fd0\u884c\u4ee3\u7801\u592a\u9ebb\u70e6\uff0c\u6b22\u8fce\u7528\u6211\u4eec\u7684\u4e91\u751f\u4fe1\u5c0f\u5de5\u5177\uff0c\u53ea\u8981\u8f93\u5165\u5408\u9002\u7684\u6570\u636e\u5c31\u53ef\u4ee5\u76f4\u63a5\u51fa\u60f3\u8981\u7684\u56fe\u5462\uff0c\u9644\u4e91\u751f\u4fe1\u94fe\u63a5<\/span><\/span><\/p>\n<p style=\"text-align: justify;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"font-size: 16px;letter-spacing: 1px;\"><span style=\"font-size: 16px;line-height: 150%;font-family: \u5b8b\u4f53;font-variant: normal;text-transform: none;color: rgb(255, 0, 0);font-weight: bold;\">\uff08http:\/\/www.biocloudservice.com\/home.html\uff09\u3002<\/span>    <\/span><\/p>\n<p style=\"text-indent: 0px;margin-bottom: 0px;\"><span style=\"color: rgb(0, 122, 170);\"><strong><span style=\"color: rgb(0, 122, 170);letter-spacing: 0.578px;text-indent: 32px;text-wrap: wrap;background-color: rgb(255, 255, 255);font-size: 15px;\">\u5c0f\u679c\u8fd8<span style=\"color: rgb(0, 122, 170);background-color: rgb(255, 255, 255);font-size: 15px;letter-spacing: 0.578px;text-decoration: none solid rgba(0, 0, 0, 0.9);\">\u63d0\u4f9b\u601d\u8def\u8bbe\u8ba1\u3001\u5b9a\u5236\u751f\u4fe1\u5206\u6790\u3001\u6587\u732e\u601d\u8def\u590d\u73b0\uff1b\u6709\u9700\u8981\u7684\u5c0f\u4f19\u4f34\u6b22\u8fce\u76f4\u63a5\u626b\u7801\u54a8\u8be2\u5c0f\u679c\uff0c\u7aed\u8bda\u4e3a\u60a8\u7684\u79d1\u7814\u52a9\u529b\uff01<\/span><\/span><\/strong><\/span><\/p>\n<p style=\"margin-bottom: 0px;\"><br \/><\/p>\n<section style=\"font-size: 15px;padding-right: 2px;padding-left: 2px;margin-bottom: 0px;\">\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: top;flex: 0 0 auto;height: auto;border-color: rgb(114, 114, 114);border-width: 1px;border-style: solid;box-shadow: rgb(194, 209, 255) -5px 5px 0px;align-self: flex-start;\">\n<section style=\"justify-content: center;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 42.6829%;vertical-align: middle;box-shadow: rgb(43, 65, 110) 0px 0px 0px;flex: 0 0 auto;height: auto;padding-left: 10px;align-self: center;\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;line-height: 0;transform: translate3d(20px, 0px, 0px);\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;width: 75%;height: auto;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-imgfileid=\"100018456\" data-ratio=\"1\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/13_B2jkicacLzPjw4xMSqVvoucZjonVDA-11.jpg?w=640\" 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10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247497780&idx=2&sn=7eee90af6f387e4153bba13028e545a1&chksm=cf7f68f1f808e1e7dfb3a0597ef442e5c6e700ecf6ee5a035c766a4c7486c12eabd0ab218ea6&scene=21#wechat_redirect\" textvalue=\"\u4f60\u5df2\u9009\u4e2d\u4e86\u6dfb\u52a0\u94fe\u63a5\u7684\u5185\u5bb9\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"1\" rel=\"noopener\"><span class=\"js_jump_icon h5_image_link\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-imgfileid=\"100018458\" data-ratio=\"0.3253333333333333\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/14_7TvAyUibd1TPhJmZfialJtv6tu2SEg-12.png?w=640\" 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opera-tn-ra-comp=\"_$.pages:0.layers:0.comps:4.classicTable1:0\" powered-by=\"xiumi.us\">\n<td colspan=\"1\" rowspan=\"1\" opera-tn-ra-cell=\"_$.pages:0.layers:0.comps:4.classicTable1:0.td@@0\" style=\"border-color: rgb(62, 62, 62);border-style: none;padding: 0px;\" width=\"100.0000%\">\n<section>\n<section style=\"display: flex;flex-flow: row;margin-top: 10px;margin-right: 0%;margin-left: 0%;justify-content: flex-start;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: middle;width: auto;min-width: 10%;height: auto;flex: 0 0 auto;align-self: center;box-shadow: rgb(0, 0, 0) 0px 0px 0px;\">\n<section style=\"font-size: 19px;color: rgb(95, 156, 239);line-height: 1;\" powered-by=\"xiumi.us\">\n<p style=\"text-wrap: wrap;\"><strong>01<\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;flex: 100 100 0%;align-self: center;height: auto;\">\n<section style=\"color: rgb(140, 140, 140);\" powered-by=\"xiumi.us\">\n<p style=\"text-wrap: wrap;\"><span style=\"color: rgb(224, 224, 224);\">\uff5c<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247497780&idx=2&sn=7eee90af6f387e4153bba13028e545a1&chksm=cf7f68f1f808e1e7dfb3a0597ef442e5c6e700ecf6ee5a035c766a4c7486c12eabd0ab218ea6&scene=21#wechat_redirect\" textvalue=\"1024G\u5b58\u50a8\u7684\u751f\u4fe1\u670d\u52a1\u5668\uff0c\u4e24\u4eba\u6210\u56e2\uff0c1\u4eba\u514d\u5355\uff01\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener\">1024G\u5b58\u50a8\u7684\u751f\u4fe1\u670d\u52a1\u5668\uff0c\u4e24\u4eba\u6210\u56e2\uff0c1\u4eba\u514d\u5355\uff01<\/a><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 5px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"background-color: rgb(224, 224, 224);height: 1px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr opera-tn-ra-comp=\"_$.pages:0.layers:0.comps:4.classicTable1:1\" powered-by=\"xiumi.us\">\n<td colspan=\"1\" rowspan=\"1\" opera-tn-ra-cell=\"_$.pages:0.layers:0.comps:4.classicTable1:1.td@@0\" style=\"border-color: rgb(62, 62, 62);border-style: none;padding: 0px;\" width=\"100.0000%\">\n<section>\n<section style=\"display: flex;flex-flow: row;margin-top: 10px;margin-right: 0%;margin-left: 0%;justify-content: flex-start;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: middle;width: auto;min-width: 10%;height: auto;flex: 0 0 auto;align-self: center;\">\n<section style=\"font-size: 19px;color: rgb(95, 156, 239);line-height: 1;\" powered-by=\"xiumi.us\">\n<p style=\"text-wrap: wrap;\"><strong>02<\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;flex: 100 100 0%;align-self: center;height: auto;\">\n<section style=\"color: rgb(140, 140, 140);\" powered-by=\"xiumi.us\">\n<p style=\"text-wrap: wrap;\"><span style=\"color: rgb(224, 224, 224);\">\uff5c<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247498878&idx=1&sn=fc34ed3f1d15d060bbaf8166adcebd58&chksm=cf7f6cbbf808e5ad0b5417e50ed75cfbd1b3a83ac43b97f1dfa718c822878a9a004990075133&scene=21#wechat_redirect\" textvalue=\"\u5355\u4e2a\u6570\u636e\u5e93\u7528\u817b\u4e86\uff1f\u591a\u6570\u636e\u5e93\u201c\u7ec4\u5408\u62f3\u201d\u5e26\u4f60\u6253\u5f00\u514d\u75ab\u6d78\u6da6\u65b0\u601d\u8def\uff01\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener\">\u5355\u4e2a\u6570\u636e\u5e93\u7528\u817b\u4e86\uff1f\u591a\u6570\u636e\u5e93\u201c\u7ec4\u5408\u62f3\u201d\u5e26\u4f60\u6253\u5f00\u514d\u75ab\u6d78\u6da6\u65b0\u601d\u8def\uff01<\/a><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 5px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"background-color: rgb(224, 224, 224);height: 1px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr opera-tn-ra-comp=\"_$.pages:0.layers:0.comps:4.classicTable1:2\" powered-by=\"xiumi.us\">\n<td colspan=\"1\" rowspan=\"1\" opera-tn-ra-cell=\"_$.pages:0.layers:0.comps:4.classicTable1:2.td@@0\" style=\"border-color: rgb(62, 62, 62);border-style: none;padding: 0px;\" width=\"100.0000%\">\n<section>\n<section style=\"display: flex;flex-flow: row;margin-top: 10px;margin-right: 0%;margin-left: 0%;justify-content: flex-start;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: middle;width: auto;min-width: 10%;height: auto;flex: 0 0 auto;align-self: center;\">\n<section style=\"font-size: 19px;color: rgb(95, 156, 239);line-height: 1;\" powered-by=\"xiumi.us\">\n<p style=\"text-wrap: wrap;\"><strong>03<\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;flex: 100 100 0%;align-self: center;height: auto;\">\n<section style=\"color: rgb(140, 140, 140);\" powered-by=\"xiumi.us\">\n<p style=\"text-wrap: wrap;\"><span style=\"color: rgb(224, 224, 224);\">\uff5c<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247498673&idx=1&sn=1e09b74a836c1e64a62ae1f66eeb3f93&chksm=cf7f6b74f808e262de70be43fd73bf5fefdc0914e525eb2032f741a0152e619689cedc76946f&scene=21#wechat_redirect\" textvalue=\"\u5b5f\u5fb7\u5c14\u968f\u673a\u5316\u7684\u51c6\u5907\u5de5\u4f5c\uff0cGWAS\u6570\u636e\u7684\u7f51\u7ad9\u4e0b\u8f7d\u65b9\u6cd5\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"11\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener\">\u5b5f\u5fb7\u5c14\u968f\u673a\u5316\u7684\u51c6\u5907\u5de5\u4f5c\uff0cGWAS\u6570\u636e\u7684\u7f51\u7ad9\u4e0b\u8f7d\u65b9\u6cd5<\/a><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 5px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"background-color: rgb(224, 224, 224);height: 1px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<tr opera-tn-ra-comp=\"_$.pages:0.layers:0.comps:4.classicTable1:3\" powered-by=\"xiumi.us\">\n<td colspan=\"1\" rowspan=\"1\" opera-tn-ra-cell=\"_$.pages:0.layers:0.comps:4.classicTable1:3.td@@0\" style=\"border-color: rgb(62, 62, 62);border-style: none;padding: 0px;\" width=\"100.0000%\">\n<section>\n<section style=\"display: flex;flex-flow: row;margin-top: 10px;margin-right: 0%;margin-left: 0%;justify-content: flex-start;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: middle;width: auto;min-width: 10%;height: auto;flex: 0 0 auto;align-self: center;\">\n<section style=\"font-size: 19px;color: rgb(95, 156, 239);line-height: 1;\" powered-by=\"xiumi.us\">\n<p style=\"text-wrap: wrap;\"><strong>04<\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;flex: 100 100 0%;align-self: center;height: auto;\">\n<section style=\"color: rgb(140, 140, 140);\" powered-by=\"xiumi.us\">\n<p style=\"text-wrap: wrap;\"><span style=\"color: rgb(224, 224, 224);\">\uff5c<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247498517&idx=1&sn=fa3c0104cee316982fe8162b79fe234f&chksm=cf7f6bd0f808e2c6cf979704bf883cfb5480444604f90da61dc286e7541fa5bb49df0a2fb58a&scene=21#wechat_redirect\" textvalue=\"\u8ddf\u7740\u5c0f\u679c\u5b66\u590d\u73b0-\u624b\u628a\u624b\u5e26\u4f60\u62ff\u4e0bIF=46.9Nature \u7ea7\u522b\u7684\u4e3b\u6210\u5206\u5206\u6790\uff08PCA\uff09\u56fe\uff01\uff01\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener\">\u8ddf\u7740\u5c0f\u679c\u5b66\u590d\u73b0-\u624b\u628a\u624b\u5e26\u4f60\u62ff\u4e0bIF=46.9Nature \u7ea7\u522b\u7684\u4e3b\u6210\u5206\u5206\u6790\uff08PCA\uff09\u56fe\uff01\uff01<\/a><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 5px 0%;\" powered-by=\"xiumi.us\">\n<section style=\"background-color: rgb(224, 224, 224);height: 1px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"text-align: justify;text-indent: 0em;margin-top: 8px;margin-bottom: 0px;line-height: 1.6em;\"><span style=\"text-indent: 0em;font-family: Calibri;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-alternates: normal;font-variant-position: normal;font-size: 16px;letter-spacing: 1px;\">         <o:p> <\/o:p><\/span><span style=\"text-indent: 0em;font-size: 16px;letter-spacing: 1px;\">    <\/span><br \/><\/p>\n<p style=\"display: none;\"><mp-style-type data-value=\"3\"><\/mp-style-type><\/p>\n<p><\/content>\n<\/div>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5c0f\u767d\u4e5f\u80fd\u8f7b\u677e\u4e0a\u624b\uff01\u57fa\u56e0\u7ec4\u6570\u636e\u5904\u7406\u65b0\u601d\u8def\uff0cGenomicRangesR\u5305\u52a9\u4f60\u6df1\u5165\u5256\u6790\u57fa\u56e0\u7ec4\u6570\u636e\uff01 \u539f\u521b&nbsp […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":""},"categories":[1],"tags":[],"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/60351"}],"collection":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=60351"}],"version-history":[{"count":1,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/60351\/revisions"}],"predecessor-version":[{"id":60366,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/60351\/revisions\/60366"}],"wp:attachment":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=60351"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=60351"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=60351"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}