{"id":73152,"date":"2026-11-15T14:14:03","date_gmt":"2026-11-15T06:14:03","guid":{"rendered":"https:\/\/www.biocloudservice.com\/wordpress\/?p=73152"},"modified":"2026-11-15T14:14:03","modified_gmt":"2026-11-15T06:14:03","slug":"leafcutter-junction-filter-cluster-denominator-regtools-practice","status":"publish","type":"post","link":"https:\/\/www.biocloudservice.com\/wordpress\/leafcutter-junction-filter-cluster-denominator-regtools-practice\/","title":{"rendered":"LeafCutter \u5b9e\u8dd1\uff0c\u5220\u6389\u4e00\u6761\u4f4e\u652f\u6301\u8fde\u63a5\uff0c\u4e3a\u4ec0\u4e48\u5176\u4ed6\u5185\u542b\u5b50\u7684\u6bd4\u4f8b\u4e5f\u53d8\u4e86"},"content":{"rendered":"<div class=\"ysx-method-guide\" style=\"max-width:820px;min-width:0;margin:0 auto;color:#26374a;line-height:1.86;overflow-wrap:anywhere\">\n<p>\u526a\u63a5\u5206\u6790\u4e2d\uff0c\u8fc7\u6ee4\u4f4e\u652f\u6301\u8fde\u63a5\u901a\u5e38\u88ab\u7406\u89e3\u4e3a\u5220\u6389\u51e0\u6761\u4e0d\u53ef\u9760\u8bb0\u5f55\u3002\u4f46\u5982\u679c\u8fd9\u6761\u8fde\u63a5\u6070\u597d\u628a\u4e24\u4e2a\u5c40\u90e8\u7ed3\u6784\u8fde\u5728\u4e00\u8d77\uff0c\u5220\u9664\u5b83\u8fd8\u53ef\u80fd\u62c6\u5f00\u526a\u63a5\u7c07\uff0c\u8fdb\u800c\u6539\u53d8\u5176\u4f59\u5185\u542b\u5b50\u7684\u6bd4\u4f8b\u5206\u6bcd\u3002\u6b64\u65f6\u67d0\u4e2a\u6bd4\u4f8b\u660e\u663e\u4e0a\u5347\uff0c\u5e76\u4e0d\u610f\u5473\u7740\u5bf9\u5e94\u7684\u539f\u59cb\u652f\u6301\u589e\u52a0\u4e86\u3002<\/p>\n<p>\u672c\u7bc7\u5b9e\u9645\u5b89\u88c5\u7ecf\u5178 LeafCutter \u9879\u76ee\u7684\u805a\u7c7b\u811a\u672c\u53ca RegTools\uff0c\u6784\u9020\u56db\u4efd\u53ef\u624b\u7b97\u7684\u6bd4\u5bf9\u8f93\u5165\uff0c\u8fd0\u884c\u8fde\u63a5\u63d0\u53d6\u548c\u4e09\u7ec4\u805a\u7c7b\u3002\u6211\u4eec\u4ece\u539f\u59cb\u8ba1\u6570\u8ffd\u8e2a\u5230\u7c07\u7ed3\u6784\u4e0e\u5206\u6bcd\u53d8\u5316\uff0c\u89e3\u91ca\u4e3a\u4ec0\u4e48\u8fc7\u6ee4\u89c4\u5219\u4e5f\u662f\u5206\u6790\u5bf9\u8c61\u5b9a\u4e49\u7684\u4e00\u90e8\u5206\u3002<\/p>\n<figure class=\"guide-figure\" style=\"margin:24px 0 28px\"><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2026\/11\/leafcutter-junction-filter-cluster-denominator-regtools-practice-guide.png\" alt=\"\u5220\u6389\u4e00\u6761\u8fde\u63a5\uff0c\u5206\u6bcd\u4e5f\u4f1a\u6539\u53d8\u3002\u56db\u4efd\u4eba\u5de5\u8f93\u5165\uff0c\u5b9e\u8dd1\u8fde\u63a5\u63d0\u53d6\u4e0e\u4e09\u7ec4\u805a\u7c7b\u30021 \u7c07 \u2192 2 \u7c07\uff0c\u4f4e\u652f\u6301\u6865\u63a5\u8fde\u63a5\u88ab\u79fb\u9664\uff0c\u5176\u4f59\u56db\u6761\u4e3b\u8981\u5185\u542b\u5b50\u7684\u539f\u59cb\u8ba1\u6570\u4fdd\u6301\u4e0d\u53d8\u300230\/82 \u2192 30\/40\uff0c\u6bd4\u4f8b\u6539\u53d8\u6765\u81ea\u5206\u6bcd\uff0c\u4e0d\u80fd\u628a\u53c2\u6570\u53d8\u5316\u89e3\u91ca\u6210\u8868\u8fbe\u53d8\u5316\u300240 \u6761\u4ecd\u672a\u5165\u8868\uff0c\u9ad8\u652f\u6301\u4e0d\u4fdd\u8bc1\u8fdb\u5165\u53ef\u53d8\u7c07\uff0c\u5b64\u7acb\u5185\u542b\u5b50\u5728\u63d0\u53d6\u6587\u4ef6\u4e2d\u771f\u5b9e\u5b58\u5728\u3002\" width=\"1200\" height=\"840\" style=\"display:block;width:100%;height:auto;border-radius:10px\"><figcaption style=\"font-size:14px;line-height:1.6;margin:9px 2px 0;color:#475569\">\u56db\u4efd\u4eba\u5de5\u8f93\u5165\uff0c\u5b9e\u8dd1\u8fde\u63a5\u63d0\u53d6\u4e0e\u4e09\u7ec4\u805a\u7c7b<\/figcaption><\/figure>\n<h2 style=\"font-size:1.38em;line-height:1.5;margin:1.55em 0 .55em;color:#182d43\">\u5148\u786e\u8ba4\u5b89\u88c5\u7684\u662f\u54ea\u4e00\u79cd\u5b9e\u73b0<\/h2>\n<p>\u8f6f\u4ef6\u540d\u79f0\u76f8\u540c\uff0c\u4e0d\u4ee3\u8868\u5305\u5185\u5bb9\u3001\u5165\u53e3\u548c\u7edf\u8ba1\u5b9e\u73b0\u5b8c\u5168\u76f8\u540c\u3002\u672c\u6b21\u68c0\u67e5\u65f6\uff0cBioconda \u7684\u540c\u540d\u5305\u5df2\u7ecf\u6307\u5411\u65b0\u7684 Python \u9879\u76ee\uff0c\u800c\u7ecf\u5178\u6587\u6863\u4ecd\u4ecb\u7ecd\u805a\u7c7b\u811a\u672c\u53ca\u914d\u5957 R \u5206\u6790\u3002\u5b89\u88c5\u524d\u5e94\u5148\u6838\u5bf9\u5305\u6765\u6e90\uff0c\u4e0d\u80fd\u53ea\u6bd4\u8f83\u540d\u79f0\u3002<\/p>\n<p>\u672c\u5b9e\u9a8c\u9009\u62e9\u7ecf\u5178\u9879\u76ee\u7684\u4e00\u4e2a\u56fa\u5b9a\u63d0\u4ea4\uff0c\u4e0b\u8f7d\u5e76\u6821\u9a8c\u805a\u7c7b\u811a\u672c\u6458\u8981\uff0c\u5728 Python \u4e09\u70b9\u5341\u70b9\u5341\u4e8c\u73af\u5883\u6267\u884c\u3002\u5b9e\u9645\u6ca1\u6709\u5b89\u88c5\u6216\u6d4b\u8bd5\u65b0\u7684\u540c\u540d\u5b9e\u73b0\uff0c\u4e5f\u6ca1\u6709\u8fd0\u884c\u7ecf\u5178 R \u5dee\u5f02\u526a\u63a5\u6a21\u5757\u3002<\/p>\n<p>\u5b98\u65b9\u5b89\u88c5\u8bf4\u660e\u5c06\u53ea\u9700\u805a\u7c7b\u8ba1\u6570\u7684\u4f7f\u7528\u573a\u666f\u4e0e\u9700\u8981 R \u6a21\u5757\u7684\u5dee\u5f02\u5206\u6790\u5206\u5f00\u3002\u672c\u7bc7\u5b8c\u6210\u524d\u4e00\u79cd\u5de5\u4f5c\uff0c\u518d\u7528\u624b\u7b97\u89e3\u91ca\u7ed3\u679c\uff0c\u4e0d\u628a\u83b7\u5f97\u8ba1\u6570\u77e9\u9635\u5199\u6210\u5df2\u7ecf\u5b8c\u6210\u663e\u8457\u6027\u68c0\u9a8c\u3002<a style=\"color:#207e9a;text-decoration:underline;text-underline-offset:2px\" href=\"https:\/\/davidaknowles.github.io\/leafcutter\/articles\/Installation.html\">LeafCutter \u5b89\u88c5\u8bf4\u660e<\/a><\/p>\n<pre style=\"max-width:100%;box-sizing:border-box;overflow-x:auto;margin:18px 0;padding:14px 16px;background:#f3f6fa;color:#1a293c;border:1px solid #d8e1ea;border-radius:8px;line-height:1.55;white-space:pre;overflow-wrap:normal;word-break:normal\"><code class=\"language-text\">\u7ecf\u5178\u9879\u76ee\u63d0\u4ea4\r\n2c9907ef66adf0bfb3092f0ceb6886ee5c046fbb\r\n\r\n\u805a\u7c7b\u811a\u672c SHA256\r\n4228ef4ff41625a0bc3d004cff85bd7a6eb82e44b8f64c021e997077d587293f\r\n\r\nRegTools \u5b9e\u9645\u7248\u672c\r\n1.0.0\r\n<\/code><\/pre>\n<h2 style=\"font-size:1.38em;line-height:1.5;margin:1.55em 0 .55em;color:#182d43\">\u8f93\u5165\u5305\u542b\u4e00\u6761\u5bb9\u6613\u88ab\u5ffd\u7565\u7684\u6865\u63a5\u8fde\u63a5<\/h2>\n<p>\u6211\u4eec\u8bbe\u8ba1\u516d\u79cd\u5185\u542b\u5b50\u533a\u95f4\uff0c\u56db\u4efd\u8f93\u5165\u6bcf\u4efd\u4e00\u767e\u4e8c\u5341\u4e8c\u6761\u6bd4\u5bf9\u8bb0\u5f55\u3002\u5176\u4e2d\u4e94\u79cd\u901a\u8fc7\u5171\u4eab\u8d77\u70b9\u6216\u7ec8\u70b9\u6784\u6210\u76f8\u8fde\u5173\u7cfb\uff0c\u53e6\u4e00\u79cd\u5b64\u7acb\u5b58\u5728\uff0c\u6ca1\u6709\u5176\u4ed6\u5019\u9009\u4e0e\u5b83\u7ec4\u6210\u53ef\u53d8\u9009\u62e9\u3002<\/p>\n<p>\u524d\u4e24\u4e2a\u5185\u542b\u5b50\u5171\u4eab\u5de6\u7aef\uff0c\u540e\u4e24\u4e2a\u5171\u4eab\u53f3\u7aef\u3002\u4e2d\u95f4\u7684\u4f4e\u652f\u6301\u5185\u542b\u5b50\u540c\u65f6\u8fde\u63a5\u524d\u4e00\u90e8\u5206\u7684\u4e00\u4e2a\u7aef\u70b9\u548c\u540e\u4e00\u90e8\u5206\u7684\u53e6\u4e00\u4e2a\u7aef\u70b9\uff0c\u56e0\u6b64\u628a\u539f\u672c\u53ef\u80fd\u5206\u5f00\u7684\u4e24\u4e2a\u96c6\u5408\u4e32\u4e86\u8d77\u6765\u3002\u8fd9\u91cc\u79f0\u5b83\u4e3a\u6865\u63a5\u8fde\u63a5\uff0c\u53ea\u63cf\u8ff0\u56fe\u4e0a\u7684\u4f5c\u7528\uff0c\u4e0d\u6697\u793a\u5b83\u4e00\u5b9a\u662f\u4f2a\u5f71\u3002<\/p>\n<div class=\"guide-table\" style=\"max-width:100%;overflow-x:auto;margin:18px 0\">\n<table style=\"display:table;width:100%;max-width:100%;min-width:0;table-layout:fixed;border-collapse:collapse;font-size:.92em;line-height:1.6\">\n<thead>\n<tr>\n<th scope=\"col\" style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;background:#eef9fd;color:#1e293b;vertical-align:top;text-align:left;padding:6px;border:1px solid #c4cfdb\">\u8bbe\u8ba1\u5185\u542b\u5b50<\/th>\n<th scope=\"col\" style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;background:#eef9fd;color:#1e293b;vertical-align:top;text-align:right;padding:6px;border:1px solid #c4cfdb\">S1\u3001S2 \u5404\u81ea\u8ba1\u6570<\/th>\n<th scope=\"col\" style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;background:#eef9fd;color:#1e293b;vertical-align:top;text-align:right;padding:6px;border:1px solid #c4cfdb\">S3\u3001S4 \u5404\u81ea\u8ba1\u6570<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb\">A1<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">30<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">10<\/td>\n<\/tr>\n<tr>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb\">A2<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">10<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">30<\/td>\n<\/tr>\n<tr>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb\">\u6865\u63a5<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">2<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">2<\/td>\n<\/tr>\n<tr>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb\">B1<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">20<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">20<\/td>\n<\/tr>\n<tr>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb\">B2<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">20<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">20<\/td>\n<\/tr>\n<tr>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb\">\u5b64\u7acb\u5185\u542b\u5b50<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">40<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">40<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>A1\u3001A2 \u7684\u4f7f\u7528\u6bd4\u4f8b\u5728\u524d\u540e\u4e24\u5bf9\u8f93\u5165\u4e2d\u4e0d\u540c\uff0cB1\u3001B2 \u5219\u4fdd\u6301\u76f8\u7b49\u3002\u6865\u63a5\u8fde\u63a5\u6bcf\u4efd\u53ea\u6709\u4e24\u6761\uff0c\u4f46\u5408\u5e76\u56db\u4efd\u4ee5\u540e\u4e3a\u516b\u6761\u3002\u5b64\u7acb\u5185\u542b\u5b50\u7684\u652f\u6301\u5f88\u9ad8\uff0c\u7528\u6765\u68c0\u67e5\u4e0d\u8fdb\u5165\u53ef\u53d8\u7c07\u662f\u5426\u4e00\u5b9a\u610f\u5473\u7740\u8986\u76d6\u4e0d\u8db3\u3002<\/p>\n<p>\u8fd9\u4e9b\u8f93\u5165\u4e0d\u662f\u751f\u7269\u5b66\u91cd\u590d\uff0c\u4e5f\u6ca1\u6709\u771f\u5b9e\u6d4b\u5e8f\u8fc7\u7a0b\u3002SAM \u7684 CIGAR\u3001\u94fe\u6807\u7b7e\u548c\u652f\u6301\u6761\u6570\u7531\u6211\u4eec\u660e\u786e\u5199\u5165\uff0c\u5e8f\u5217\u4f7f\u7528\u683c\u5f0f\u6d4b\u8bd5\u5360\u4f4d\u503c\u3002\u5b9e\u9645\u8fd0\u884c\u7684\u662f\u8fd9\u4e9b\u7ed3\u6784\u8bb0\u5f55\u7684\u63d0\u53d6\u4e0e\u805a\u7c7b\uff0c\u4e0d\u5305\u542b\u4e0a\u6e38\u6bd4\u5bf9\u51c6\u786e\u7387\u8bc4\u4f30\u3002<\/p>\n<h2 style=\"font-size:1.38em;line-height:1.5;margin:1.55em 0 .55em;color:#182d43\">\u8fde\u63a5\u63d0\u53d6\u5b9e\u9645\u6267\u884c\u4e86\u54ea\u4e9b\u6761\u4ef6<\/h2>\n<p>\u6bcf\u6761\u8bbe\u8ba1\u8bb0\u5f55\u957f\u5ea6\u4e00\u767e\uff0c\u8de8\u4e00\u4e2a\u5185\u542b\u5b50\uff0c\u4e24\u4fa7\u5404\u4e94\u5341\u78b1\u57fa\u3002\u6211\u4eec\u7528 Samtools \u5b8c\u6210\u6392\u5e8f\u548c\u7d22\u5f15\uff0c\u518d\u6267\u884c RegTools \u63d0\u53d6\u3002\u94fe\u65b9\u5411\u6765\u81ea\u8f93\u5165\u4e2d\u660e\u786e\u8bbe\u7f6e\u7684\u6807\u7b7e\uff0c\u6240\u6709\u8bbe\u8ba1\u8fde\u63a5\u90fd\u5728\u6240\u8bbe\u957f\u5ea6\u8303\u56f4\u5185\u3002<\/p>\n<pre style=\"max-width:100%;box-sizing:border-box;overflow-x:auto;margin:18px 0;padding:14px 16px;background:#f3f6fa;color:#1a293c;border:1px solid #d8e1ea;border-radius:8px;line-height:1.55;white-space:pre;overflow-wrap:normal;word-break:normal\"><code class=\"language-bash\">.\/regtools junctions extract \\\r\n  -a 8 -m 50 -M 500000 -s XS \\\r\n  -o S1.junc S1.bam\r\n<\/code><\/pre>\n<p>\u56db\u4efd\u8f93\u5165\u5404\u63d0\u53d6\u516d\u6761\u8fde\u63a5\u8bb0\u5f55\uff0c\u8ba1\u6570\u4e0e\u8bbe\u8ba1\u4e00\u81f4\u3002\u8f93\u51fa\u662f\u5305\u542b\u4e24\u4fa7\u951a\u5b9a\u533a\u6bb5\u7684 BED12\uff0c\u4e0d\u80fd\u53ea\u62ff\u5916\u5c42\u8d77\u6b62\u5750\u6807\u5f53\u4f5c\u5185\u542b\u5b50\u8fb9\u754c\uff0c\u9700\u8981\u7ed3\u5408\u533a\u6bb5\u957f\u5ea6\u3002<\/p>\n<p>\u5b89\u88c5\u65f6\uff0c\u5bb9\u5668\u955c\u50cf\u62c9\u53d6\u5904\u4e8e\u6392\u961f\u72b6\u6001\u3002\u6211\u4eec\u6539\u7528\u6821\u9a8c\u8fc7\u6458\u8981\u7684 Bioconda \u4e8c\u8fdb\u5236\u5305\uff0c\u5728\u56fa\u5b9a\u8f85\u52a9\u5bb9\u5668\u4e2d\u8fd0\u884c\uff0c\u5e76\u663e\u5f0f\u6307\u5b9a\u5df2\u6709\u5e93\u8def\u5f84\u3002\u4e3b\u7a0b\u5e8f\u7248\u672c\u68c0\u67e5\u548c\u56db\u6b21\u63d0\u53d6\u5747\u6210\u529f\uff0c\u5b8c\u6574\u9a71\u52a8\u5df2\u7ecf\u5305\u542b\u8fd9\u9879\u5b89\u88c5\u65b9\u5f0f\u3002<\/p>\n<p>\u8fd9\u4e2a\u64cd\u4f5c\u53ea\u5f71\u54cd\u72ec\u7acb\u5b9e\u9a8c\u76ee\u5f55\uff0c\u6ca1\u6709\u6539\u5199\u7cfb\u7edf\u73af\u5883\u3002\u8bfb\u8005\u91cd\u8dd1\u65f6\u76f4\u63a5\u6267\u884c\u9a71\u52a8\u5373\u53ef\uff0c\u5de5\u5177\u5305\u6458\u8981\u3001\u4e8c\u8fdb\u5236\u6458\u8981\u548c\u8fd0\u884c\u73af\u5883\u90fd\u5728\u7ed3\u679c\u8bb0\u5f55\u4e2d\uff0c\u4fbf\u4e8e\u68c0\u67e5\u5b9e\u9645\u4f7f\u7528\u7684\u7a0b\u5e8f\u662f\u5426\u4e00\u81f4\u3002<\/p>\n<p>RegTools \u7684\u951a\u5b9a\u957f\u5ea6\u3001\u94fe\u6765\u6e90\u4e0e\u5185\u542b\u5b50\u957f\u5ea6\u5206\u522b\u63a7\u5236\u4e0d\u540c\u6761\u4ef6\uff0c\u4e0d\u80fd\u628a\u5176\u4e2d\u4e00\u4e2a\u53c2\u6570\u5f53\u6210\u603b\u4f53\u8d28\u91cf\u5206\u6570\u3002\u672c\u6b21\u56fa\u5b9a\u8fd9\u4e9b\u6761\u4ef6\uff0c\u53ea\u6bd4\u8f83\u540e\u7eed\u805a\u7c7b\u89c4\u5219\u3002<a style=\"color:#207e9a;text-decoration:underline;text-underline-offset:2px\" href=\"https:\/\/regtools.readthedocs.io\/en\/latest\/commands\/junctions-extract\/\">RegTools \u8fde\u63a5\u63d0\u53d6\u8bf4\u660e<\/a><\/p>\n<h2 style=\"font-size:1.38em;line-height:1.5;margin:1.55em 0 .55em;color:#182d43\">\u4e09\u7ec4\u805a\u7c7b\u53ea\u6539\u53d8\u4e24\u4e2a\u7b5b\u9009\u6761\u4ef6<\/h2>\n<p>\u7b2c\u4e00\u7ec4\u4f7f\u7528\u8f83\u4f4e\u7684\u6bd4\u4f8b\u95e8\u69db\u548c\u652f\u6301\u95e8\u69db\u3002\u7b2c\u4e8c\u7ec4\u53ea\u63d0\u9ad8\u6bd4\u4f8b\u95e8\u69db\uff0c\u7b2c\u4e09\u7ec4\u5219\u4fdd\u6301\u4f4e\u6bd4\u4f8b\u95e8\u69db\u3001\u63d0\u9ad8\u652f\u6301\u6570\u91cf\u95e8\u69db\u3002\u8f93\u5165\u8fde\u63a5\u6587\u4ef6\u53ca\u5176\u987a\u5e8f\u59cb\u7ec8\u76f8\u540c\u3002<\/p>\n<pre style=\"max-width:100%;box-sizing:border-box;overflow-x:auto;margin:18px 0;padding:14px 16px;background:#f3f6fa;color:#1a293c;border:1px solid #d8e1ea;border-radius:8px;line-height:1.55;white-space:pre;overflow-wrap:normal;word-break:normal\"><code class=\"language-bash\">python3 leafcutter_cluster_regtools.py \\\r\n  -j junctions.txt -o toy -r permissive \\\r\n  -l 500000 -p 0.001 -m 3\r\n\r\npython3 leafcutter_cluster_regtools.py \\\r\n  -j junctions.txt -o toy -r ratio_filter \\\r\n  -l 500000 -p 0.05 -m 3\r\n\r\npython3 leafcutter_cluster_regtools.py \\\r\n  -j junctions.txt -o toy -r support_filter \\\r\n  -l 500000 -p 0.001 -m 10\r\n<\/code><\/pre>\n<p>\u8fd9\u4e9b\u6570\u503c\u7528\u4e8e\u653e\u5927\u4e00\u4e2a\u53ef\u4ee5\u89e3\u91ca\u7684\u53d8\u5316\uff0c\u4e0d\u662f\u5927\u89c4\u6a21\u961f\u5217\u63a8\u8350\u914d\u7f6e\u3002\u4e09\u4e2a\u8f93\u51fa\u76ee\u5f55\u5206\u522b\u4fdd\u5b58\u6c47\u603b\u5019\u9009\u3001\u7cbe\u70bc\u540e\u7684\u7c07\u3001\u6574\u6570\u8ba1\u6570\u548c\u5e26\u5206\u6bcd\u7684\u8ba1\u6570\u6587\u4ef6\uff0c\u65b9\u4fbf\u9010\u6b65\u5b9a\u4f4d\u5dee\u5f02\u3002<\/p>\n<p>\u4e09\u7ec4\u5b9e\u9645\u8fd0\u884c\u90fd\u6b63\u5e38\u9000\u51fa\u3002\u7b2c\u4e00\u7ec4\u5f97\u5230\u4e00\u4e2a\u542b\u4e94\u4e2a\u5185\u542b\u5b50\u7684\u7c07\uff0c\u540e\u4e24\u7ec4\u5747\u5f97\u5230\u4e24\u4e2a\u7c07\uff0c\u6bcf\u4e2a\u5305\u542b\u4e24\u4e2a\u5185\u542b\u5b50\u3002\u5b64\u7acb\u5185\u542b\u5b50\u6ca1\u6709\u8fdb\u5165\u8fd9\u4e9b\u6700\u7ec8\u53ef\u53d8\u7c07\u3002<\/p>\n<h2 style=\"font-size:1.38em;line-height:1.5;margin:1.55em 0 .55em;color:#182d43\">\u7b2c\u4e00\u7ec4\uff0c\u4e00\u4e2a\u7c07\u91cc\u7684\u5206\u6bcd\u4e3a\u4ec0\u4e48\u662f\u516b\u5341\u4e8c<\/h2>\n<p>\u4f4e\u95e8\u69db\u7ec4\u4fdd\u7559\u6865\u63a5\u8fde\u63a5\uff0c\u4e94\u79cd\u76f8\u8fde\u5185\u542b\u5b50\u7ec4\u6210\u540c\u4e00\u4e2a\u7c07\u3002\u6bcf\u4efd\u8f93\u5165\u5728\u8fd9\u4e2a\u7c07\u4e2d\u7684\u8ba1\u6570\u548c\u4e3a\u516b\u5341\u4e8c\uff0c\u6765\u81ea\u56db\u5341\u6761 A \u90e8\u5206\u3001\u56db\u5341\u6761 B \u90e8\u5206\u548c\u4e24\u6761\u6865\u63a5\u652f\u6301\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u7b2c\u4e00\u4efd\u8f93\u5165\u7684 A1 \u8bb0\u5f55\u4e3a\u4e09\u5341\u9664\u4ee5\u516b\u5341\u4e8c\uff0cA2 \u4e3a\u5341\u9664\u4ee5\u516b\u5341\u4e8c\uff0cB1 \u4e0e B2 \u5404\u4e3a\u4e8c\u5341\u9664\u4ee5\u516b\u5341\u4e8c\u3002\u7b2c\u4e09\u4efd\u8f93\u5165\u7684 A1\u3001A2 \u5bf9\u8c03\uff0c\u4f46\u5206\u6bcd\u4ecd\u4e3a\u516b\u5341\u4e8c\u3002<\/p>\n<pre style=\"max-width:100%;box-sizing:border-box;overflow-x:auto;margin:18px 0;padding:14px 16px;background:#f3f6fa;color:#1a293c;border:1px solid #d8e1ea;border-radius:8px;line-height:1.55;white-space:pre;overflow-wrap:normal;word-break:normal\"><code class=\"language-text\">\u4f4e\u95e8\u69db\u7ec4 S1\r\nA1        30\/82\r\nA2        10\/82\r\n\u6865\u63a5       2\/82\r\nB1        20\/82\r\nB2        20\/82\r\n<\/code><\/pre>\n<p>\u8fd9\u4e2a\u5206\u6bcd\u4e0d\u662f\u6837\u672c\u603b\u8bfb\u6bb5\u6570\u3002\u4e00\u767e\u4e8c\u5341\u4e8c\u6761\u8f93\u5165\u4e2d\u7684\u56db\u5341\u6761\u5b64\u7acb\u5185\u542b\u5b50\u652f\u6301\u6ca1\u6709\u8fdb\u5165\u8be5\u7c07\uff0c\u56e0\u6b64\u4e0d\u5728\u5206\u6bcd\u4e2d\u3002\u5b83\u4e5f\u4e0d\u662f\u6574\u4e2a\u57fa\u56e0\u7684\u8f6c\u5f55\u672c\u6570\uff0c\u56e0\u4e3a\u5b9e\u9a8c\u6839\u672c\u6ca1\u6709\u63d0\u4f9b\u57fa\u56e0\u6ce8\u91ca\u3002<\/p>\n<p>\u6bd4\u4f8b\u89e3\u91ca\u5fc5\u987b\u5e26\u7740\u5b83\u6240\u5c5e\u7684\u96c6\u5408\u3002\u53ea\u5199 A1 \u4f7f\u7528\u6bd4\u4f8b\u7ea6\u4e3a\u767e\u5206\u4e4b\u4e09\u5341\u516d\u70b9\u516d\uff0c\u5374\u7701\u7565\u7c07\u5b9a\u4e49\uff0c\u8bfb\u8005\u5c31\u65e0\u6cd5\u5224\u65ad\u8fd9\u4e2a\u6570\u503c\u4e0e\u53e6\u4e00\u5957\u5206\u6790\u662f\u5426\u5728\u6bd4\u8f83\u540c\u4e00\u4ef6\u4e8b\u3002<\/p>\n<h2 style=\"font-size:1.38em;line-height:1.5;margin:1.55em 0 .55em;color:#182d43\">\u63d0\u9ad8\u6bd4\u4f8b\u95e8\u69db\uff0c\u5220\u9664\u7684\u8fde\u63a5\u8fd8\u6539\u53d8\u4e86\u7c07\u7ed3\u6784<\/h2>\n<p>\u5408\u5e76\u56db\u4efd\u8f93\u5165\u540e\uff0c\u6865\u63a5\u8fde\u63a5\u603b\u652f\u6301\u4e3a\u516b\uff0c\u5176\u4ed6\u56db\u79cd\u76f8\u8fde\u5185\u542b\u5b50\u5404\u4e3a\u516b\u5341\uff0c\u603b\u8ba1\u4e09\u767e\u4e8c\u5341\u516b\u3002\u6865\u63a5\u5360\u6bd4\u7ea6\u4e3a\u767e\u5206\u4e4b\u4e8c\u70b9\u56db\u56db\uff0c\u8d85\u8fc7\u7b2c\u4e00\u7ec4\u7684\u4f4e\u95e8\u69db\uff0c\u4f46\u4f4e\u4e8e\u7b2c\u4e8c\u7ec4\u7684\u767e\u5206\u4e4b\u4e94\u3002<\/p>\n<p>\u6865\u63a5\u88ab\u8fc7\u6ee4\u540e\uff0c\u524d\u4e00\u90e8\u5206\u4e0e\u540e\u4e00\u90e8\u5206\u4e0d\u518d\u901a\u8fc7\u5171\u4eab\u7aef\u70b9\u76f8\u8fde\uff0c\u4e8e\u662f\u7cbe\u70bc\u8fc7\u7a0b\u628a\u5b83\u4eec\u62c6\u6210\u4e24\u4e2a\u7c07\u3002A1 \u4e0e A2 \u4e00\u7ec4\uff0cB1 \u4e0e B2 \u53e6\u4e00\u7ec4\u3002\u539f\u6765\u7684\u56db\u79cd\u4e3b\u8981\u5185\u542b\u5b50\u8ba1\u6570\u90fd\u6ca1\u6709\u6539\u53d8\u3002<\/p>\n<p>\u8fd9\u65f6\uff0c\u7b2c\u4e00\u4efd\u8f93\u5165\u7684 A1 \u53d8\u6210\u4e09\u5341\u9664\u4ee5\u56db\u5341\uff0c\u4e5f\u5c31\u662f\u96f6\u70b9\u4e03\u4e94\uff0c\u539f\u5148\u7ea6\u4e3a\u96f6\u70b9\u4e09\u516d\u516d\u3002\u770b\u8d77\u6765\u589e\u957f\u4e86\u5f88\u591a\uff0c\u4f46\u5206\u5b50\u4e00\u76f4\u90fd\u662f\u4e09\u5341\uff0c\u53d8\u5316\u5168\u90e8\u6765\u81ea\u5206\u6bcd\u4ece\u516b\u5341\u4e8c\u53d8\u6210\u56db\u5341\u3002<\/p>\n<div class=\"guide-table\" style=\"max-width:100%;overflow-x:auto;margin:18px 0\">\n<table style=\"display:table;width:100%;max-width:100%;min-width:0;table-layout:fixed;border-collapse:collapse;font-size:.92em;line-height:1.6\">\n<thead>\n<tr>\n<th scope=\"col\" style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;background:#eef9fd;color:#1e293b;vertical-align:top;text-align:left;padding:6px;border:1px solid #c4cfdb\">S1 \u4e2d\u7684\u5bf9\u8c61<\/th>\n<th scope=\"col\" style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;background:#eef9fd;color:#1e293b;vertical-align:top;text-align:right;padding:6px;border:1px solid #c4cfdb\">\u4f4e\u95e8\u69db\u7ec4<\/th>\n<th scope=\"col\" style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;background:#eef9fd;color:#1e293b;vertical-align:top;text-align:right;padding:6px;border:1px solid #c4cfdb\">\u8fc7\u6ee4\u6865\u63a5\u540e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb\">A1 \u539f\u59cb\u8ba1\u6570<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">30<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">30<\/td>\n<\/tr>\n<tr>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb\">A1 \u7684\u6bd4\u4f8b<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">30\/82<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">30\/40<\/td>\n<\/tr>\n<tr>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb\">B1 \u539f\u59cb\u8ba1\u6570<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">20<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">20<\/td>\n<\/tr>\n<tr>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb\">B1 \u7684\u6bd4\u4f8b<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">20\/82<\/td>\n<td style=\"white-space:normal;overflow-wrap:anywhere;word-break:normal;padding:6px;vertical-align:top;border:1px solid #c4cfdb;text-align:right\">20\/40<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u5982\u679c\u628a\u4e24\u6b21\u8fd0\u884c\u5f53\u6210\u4e24\u4e2a\u751f\u7269\u5b66\u6761\u4ef6\uff0c\u76f4\u63a5\u6bd4\u8f83\u6bd4\u4f8b\uff0c\u5c31\u4f1a\u5f97\u5230\u4e00\u4e2a\u4eba\u4e3a\u5236\u9020\u7684\u53d8\u5316\u3002\u53c2\u6570\u654f\u611f\u6027\u68c0\u67e5\u5e94\u8be5\u89e3\u91ca\u5206\u6790\u96c6\u5408\u5982\u4f55\u6539\u53d8\uff0c\u4e0d\u80fd\u628a\u53c2\u6570\u9020\u6210\u7684\u5206\u6bcd\u53d8\u5316\u5305\u88c5\u6210\u8868\u8fbe\u54cd\u5e94\u3002<\/p>\n<h2 style=\"font-size:1.38em;line-height:1.5;margin:1.55em 0 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style=\"color:#207e9a;text-decoration:underline;text-underline-offset:2px\" href=\"https:\/\/github.com\/davidaknowles\/leafcutter\/blob\/2c9907ef66adf0bfb3092f0ceb6886ee5c046fbb\/clustering\/leafcutter_cluster_regtools.py\">\u672c\u6b21\u4f7f\u7528\u7684\u7ecf\u5178\u805a\u7c7b\u811a\u672c<\/a><\/p>\n<p>\u8fd9\u4e5f\u8bf4\u660e\uff0c\u4e0d\u80fd\u53ea\u8bb0\u5f55\u53c2\u6570\u503c\u800c\u4e0d\u8bb0\u5f55\u7248\u672c\u3002\u540c\u4e00\u4e2a\u9009\u9879\u5728\u4e0d\u540c\u5b9e\u73b0\u4e2d\u7684\u4f5c\u7528\u8303\u56f4\uff0c\u53ef\u80fd\u9700\u8981\u91cd\u65b0\u6838\u5bf9\u3002\u672c\u7bc7\u7ed3\u8bba\u9650\u5b9a\u4e8e\u6240\u5217\u63d0\u4ea4\u548c\u5b9e\u9645\u8fd0\u884c\uff0c\u4e0d\u5ef6\u4f38\u4e3a\u6240\u6709\u540c\u540d\u5305\u7684\u7edf\u4e00\u884c\u4e3a\u3002<\/p>\n<h2 style=\"font-size:1.38em;line-height:1.5;margin:1.55em 0 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style=\"font-size:1.38em;line-height:1.5;margin:1.55em 0 .55em;color:#182d43\">\u5750\u6807\u8f6c\u6362\u9700\u8981\u770b\u5b9e\u9645\u5b9a\u4e49<\/h2>\n<p>\u672c\u5b9e\u9a8c A1 \u7684\u5185\u542b\u5b50\u6309\u96f6\u57fa\u5236\u534a\u5f00\u533a\u95f4\u5199\u4f5c\u4e00\u5343\u5230\u4e8c\u5343\u3002RegTools 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style=\"font-size:1.38em;line-height:1.5;margin:1.55em 0 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\u8ba1\u7b97\u6216\u526a\u63a5\u6570\u91cf\u6027\u72b6\u5206\u6790\u3002\u56e0\u6b64\uff0c\u56db\u4efd\u4eba\u5de5\u8f93\u5165\u7684\u6bd4\u4f8b\u5dee\u5f02\u53ea\u7528\u4e8e\u89e3\u91ca\u8ba1\u7b97\uff0c\u4e0d\u4ee3\u8868\u53d1\u73b0\u4e86\u663e\u8457\u5dee\u5f02\u4e8b\u4ef6\u3002<a style=\"color:#207e9a;text-decoration:underline;text-underline-offset:2px\" href=\"https:\/\/davidaknowles.github.io\/leafcutter\/articles\/Usage.html\">LeafCutter \u5206\u6790\u6d41\u7a0b\u8bf4\u660e<\/a><\/p>\n<h2 style=\"font-size:1.38em;line-height:1.5;margin:1.55em 0 .55em;color:#182d43\">\u628a\u8fd9\u6b21\u7ecf\u9a8c\u5e94\u7528\u5230\u81ea\u5df1\u7684\u6570\u636e<\/h2>\n<p>\u6bd4\u8f83\u591a\u4e2a\u6837\u672c\u65f6\uff0c\u5e94\u5c3d\u91cf\u4f7f\u7528\u6e05\u695a\u5b9a\u4e49\u7684\u5171\u540c\u4e8b\u4ef6\u96c6\u5408\u548c\u805a\u7c7b\u89c4\u5219\u3002\u82e5\u6bcf\u7ec4\u5355\u72ec\u6784\u56fe\uff0c\u518d\u628a\u6bd4\u4f8b\u6309\u5185\u542b\u5b50\u540d\u5b57\u76f4\u63a5\u76f8\u51cf\uff0c\u5206\u6bcd\u53ef\u80fd\u6765\u81ea\u4e0d\u540c\u96c6\u5408\uff0c\u6bd4\u8f83\u5c31\u5931\u53bb\u4e00\u81f4\u542b\u4e49\u3002<\/p>\n<p>\u505a\u53c2\u6570\u654f\u611f\u6027\u5206\u6790\u65f6\uff0c\u53ef\u4ee5\u5148\u627e\u539f\u59cb\u8ba1\u6570\u4e0d\u53d8\u800c\u6bd4\u4f8b\u53d8\u5316\u7684\u6761\u76ee\uff0c\u56de\u67e5\u5b83\u4eec\u6240\u5728\u7c07\u7684\u6210\u5458\u662f\u5426\u6539\u53d8\u3002\u8fd9\u6837\u80fd\u591f\u5feb\u901f\u533a\u5206\u771f\u6b63\u7684\u8ba1\u6570\u53d8\u5316\u4e0e\u56fe\u7ed3\u6784\u53d8\u5316\uff0c\u907f\u514d\u53ea\u76ef\u7740\u67d0\u4e00\u4e2a\u770b\u8d77\u6765\u53d8\u5316\u5f88\u5927\u7684\u6570\u5b57\u3002<\/p>\n<p>LeafCutter \u7684\u4f18\u70b9\u662f\u56f4\u7ed5\u5185\u542b\u5b50\u5207\u9664\u5173\u7cfb\u7ec4\u7ec7\u76f8\u5bf9\u4f7f\u7528\uff0c\u4e0d\u5fc5\u5148\u4e3a\u6bcf\u6761\u77ed\u8bfb\u6bb5\u786e\u5b9a\u5b8c\u6574\u5f02\u6784\u4f53\u3002\u5c40\u9650\u662f\u7ed3\u679c\u4ecd\u7136\u4f9d\u8d56\u6bd4\u5bf9\u3001\u8fde\u63a5\u8fc7\u6ee4\u548c\u7c07\u5b9a\u4e49\uff0c\u5c40\u90e8\u5173\u7cfb\u4e0d\u80fd\u81ea\u52a8\u56de\u7b54\u6574\u6761\u8f6c\u5f55\u672c\u7684\u8fdc\u8ddd\u79bb\u7ec4\u5408\u3002<\/p>\n<p>\u4f4e\u652f\u6301\u8fde\u63a5\u8be5\u4e0d\u8be5\u4fdd\u7559\uff0c\u9700\u8981\u7ed3\u5408\u539f\u59cb\u8bc1\u636e\u548c\u7814\u7a76\u76ee\u7684\u3002\u4fdd\u7559\u53ef\u80fd\u628a\u5c40\u90e8\u96c6\u5408\u8fde\u63a5\u5f97\u66f4\u590d\u6742\uff0c\u5220\u9664\u53ef\u80fd\u62c6\u5206\u56fe\u5e76\u6539\u53d8\u5206\u6bcd\u3002\u7406\u89e3\u8fd9\u79cd\u540e\u679c\uff0c\u6bd4\u628a\u67d0\u4e2a\u9608\u503c\u89c6\u4e3a\u6c38\u8fdc\u6b63\u786e\u66f4\u6709\u5e2e\u52a9\u3002<\/p>\n<h2 style=\"font-size:1.38em;line-height:1.5;margin:1.55em 0 .55em;color:#182d43\">\u590d\u73b0\u672c\u6b21\u7ed3\u679c<\/h2>\n<p><a style=\"color:#207e9a;text-decoration:underline;text-underline-offset:2px\" href=\"https:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2026\/11\/ysx-bioinformatics-practice-153-155-1d5bf776518e.zip\">\u4e0b\u8f7d\u672c\u7ec4\u4e09\u7bc7\u7684\u7ec3\u4e60\u4e0e\u5b9e\u8dd1\u5305<\/a>\u3002\u672c\u7bc7\u9a71\u52a8\u4f1a\u4e0b\u8f7d\u6821\u9a8c\u8fc7\u7684\u7ecf\u5178\u811a\u672c\u4e0e RegTools \u5305\uff0c\u751f\u6210\u56db\u4efd\u8f93\u5165\uff0c\u5b9e\u9645\u63d0\u53d6\u8fde\u63a5\u5e76\u8fd0\u884c\u4e09\u7ec4\u805a\u7c7b\u3002\u4f7f\u7528 Linux \u4e3b\u673a\u3001Python \u548c Docker \u6267\u884c\u3002<\/p>\n<pre style=\"max-width:100%;box-sizing:border-box;overflow-x:auto;margin:18px 0;padding:14px 16px;background:#f3f6fa;color:#1a293c;border:1px solid #d8e1ea;border-radius:8px;line-height:1.55;white-space:pre;overflow-wrap:normal;word-break:normal\"><code class=\"language-bash\">python3 155-leafcutter\/run.py results\/leafcutter\r\n<\/code><\/pre>\n<p>\u91cd\u8dd1\u540e\u5148\u6838\u5bf9\u6bcf\u4efd\u63d0\u53d6\u516d\u79cd\u8fde\u63a5\uff0c\u518d\u68c0\u67e5\u6700\u7ec8\u5206\u522b\u662f\u4e00\u4e2a\u4e94\u6210\u5458\u7c07\u548c\u4e24\u4e2a\u53cc\u6210\u5458\u7c07\u3002\u6700\u540e\u786e\u8ba4 A1 \u7684\u6574\u6570\u8ba1\u6570\u4fdd\u6301\u4e09\u5341\uff0c\u800c\u6bd4\u4f8b\u4ece\u4e09\u5341\u9664\u4ee5\u516b\u5341\u4e8c\u53d8\u6210\u4e09\u5341\u9664\u4ee5\u56db\u5341\u3002\u8fd9\u4e2a\u5bf9\u7167\u80fd\u628a\u8fc7\u6ee4\u3001\u7ed3\u6784\u548c\u6570\u503c\u542b\u4e49\u5b8c\u6574\u8fde\u63a5\u8d77\u6765\u3002<\/p>\n<p class=\"guide-end\" style=\"margin-top:1.6em;padding-top:1.0em;border-top:1px solid #d7e0e9\">\u5982\u679c\u540e\u7eed\u9700\u8981\u6301\u7eed\u7ef4\u62a4\u8f6c\u5f55\u7ec4\u526a\u63a5\u5206\u6790\u73af\u5883\u53ca\u961f\u5217\u7ed3\u679c\uff0c\u53ef\u4e86\u89e3<a data-ysx-event=\"contact_click\" style=\"color:#207e9a;text-decoration:underline;text-underline-offset:2px\" href=\"https:\/\/www.biocloudservice.com\/wordpress\/compute-services\/shared-research-workspace\/\">\u4e91\u751f\u4fe1\u751f\u7269\u5206\u6790\u670d\u52a1\u5668\u670d\u52a1<\/a>\uff0c\u7edf\u4e00\u4fdd\u5b58\u8f93\u5165\u3001\u805a\u7c7b\u89c4\u5219\u548c\u7ed3\u679c\u7248\u672c\u3002<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5b9e\u8dd1 RegTools \u4e0e\u7ecf\u5178 LeafCutter\uff0c\u8ffd\u8e2a\u4f4e\u652f\u6301\u8fde\u63a5\u8fc7\u6ee4\u3001\u7c07\u62c6\u5206\u3001\u6bd4\u4f8b\u5206\u6bcd\u3001\u5b64\u7acb\u5185\u542b\u5b50\u548c\u5750\u6807\u8f6c\u6362\u3002<\/p>\n","protected":false},"author":1,"featured_media":73151,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[49],"tags":[1377,1378,1299,1373],"class_list":["post-73152","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software","tag-leafcutter","tag-regtools","tag-1299","tag-1373"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2026\/11\/leafcutter-junction-filter-cluster-denominator-regtools-practice-guide.png?fit=1200%2C840&ssl=1","_links":{"self":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/73152","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/comments?post=73152"}],"version-history":[{"count":1,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/73152\/revisions"}],"predecessor-version":[{"id":73155,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/73152\/revisions\/73155"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/media\/73151"}],"wp:attachment":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/media?parent=73152"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/categories?post=73152"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/tags?post=73152"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}