{"id":48851,"date":"2024-06-15T20:08:22","date_gmt":"2024-06-15T12:08:22","guid":{"rendered":"http:\/\/www.biocloudservice.com\/wordpress\/?p=48851"},"modified":"2024-06-15T20:08:22","modified_gmt":"2024-06-15T12:08:22","slug":"linket%e5%8c%85%e7%bb%98%e5%88%b6mantal-test-%e7%9b%b8%e5%85%b3%e6%80%a7%e7%83%ad%e5%9b%be-3","status":"publish","type":"post","link":"http:\/\/www.biocloudservice.com\/wordpress\/?p=48851","title":{"rendered":"linkET\u5305\u7ed8\u5236mantal test \u76f8\u5173\u6027\u70ed\u56fe"},"content":{"rendered":"<p><html><br \/>\n<head><br \/>\n<title><\/title><br \/>\n<meta charset=\"utf-8\"><br \/>\n<meta name=\"viewport\" content=\"width=device-width,initial-scale=1.0,maximum-scale=1.0,user-scalable=0,viewport-fit=cover\"><\/p>\n<style>\n*{margin:0;padding:0}html{-ms-text-size-adjust:100%;-webkit-text-size-adjust:100%;line-height:1.6}img{z-index:999;position:relative;max-width:100%;margin:10px 0;}body{letter-spacing:.034em}h1,h2,h3,h4,h5,h6{font-weight:400;font-size:16px}a{color:#576b95;text-decoration:none;-webkit-tap-highlight-color:rgba(0,0,0,0)}td,th{word-wrap:break-word;padding:5px 10px;border:1px solid #DDD;}table{margin-bottom:10px;border-collapse:collapse;display:table;width:100%!important;}.appmsg_skin_default .rich_media_area_primary{background-color:#fff}.appmsg_skin_default .rich_media_area_primary .weui-loadmore_line .weui-loadmore__tips{background-color:#fff}.rich_media_area_primary{padding:20px 16px 12px;background-color:#fafafa}@media (max-width:375px){.rich_media_area_primary{padding:20px 60px 15px 60px}.rich_media_area_extra{padding:0 60px 21px 60px}}@media (min-width:1024px){.rich_media_area_primary_inner,.rich_media_area_extra_inner,body{max-width:677px;margin-left:auto;margin-right:auto}.rich_media_area_primary{padding-top:32px}}.rich_media{padding:20px;overflow:hidden;}.appmsg_skin_default .rich_media_area_primary{background-color:#fff}.appmsg_skin_default .rich_media_area_primary .weui-loadmore_line .weui-loadmore__tips{background-color:#fff}@media screen and (min-width:1024px){.rich_media_area_primary_inner,.rich_media_area_extra_inner{max-width:677px;margin-left:auto;margin-right:auto}.rich_media_area_primary{padding-top:32px}}.rich_media_content{overflow:hidden;color:#333;font-size:17px;word-wrap:break-word;-webkit-hyphens:auto;-ms-hyphens:auto;hyphens:auto;text-align:justify;position:relative;z-index:0}.rich_media_content *{max-width:100%!important;box-sizing:border-box!important;-webkit-box-sizing:border-box!important;word-wrap:break-word!important}.rich_media_content p{clear:both;min-height:1em}.rich_media_content em{font-style:italic}.rich_media_content fieldset{min-width:0}.rich_media_content .list-paddingleft-1,.rich_media_content .list-paddingleft-2,.rich_media_content .list-paddingleft-3{padding-left:2.2em}.rich_media_content .list-paddingleft-1 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0;display:block;color:#333;position:relative;background-color:rgba(0,0,0,0.03);border:1px solid #f0f0f0;border-radius:2px;display:-webkit-box;display:-webkit-flex;display:flex;padding-left:25px;line-height:26px}.code-snippet__fix code{text-align:left;font-size:14px;display:block;white-space:pre;display:-webkit-box;display:-webkit-flex;display:flex;position:relative;font-family:Consolas,\"Liberation Mono\",Menlo,Courier,monospace}.code-snippet__comment,.code-snippet__quote{color:#afafaf;font-style:italic}.code-snippet__keyword,.code-snippet__selector-tag,.code-snippet__subst{color:#ca7d37}.code-snippet__number,.code-snippet__literal,.code-snippet__variable,.code-snippet__template-variable,.code-snippet__tag .code-snippet__attr{color:#0e9ce5}.code-snippet__string,.code-snippet__doctag{color:#d14}.code-snippet__title,.code-snippet__section,.code-snippet__selector-id{color:#d14}.code-snippet__subst{font-weight:normal}.code-snippet__type,.code-snippet__class 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0;align-items:center}.flex_bd{padding-left:14px;}.account_nickname{display:inline-block;vertical-align:middle;line-height:1.2;color:#576b95;font-size:14px}.account_desc{overflow:hidden;text-overflow:ellipsis;display:-webkit-box;-webkit-box-orient:vertical;-webkit-line-clamp:1;color:rgba(0,0,0,0.3);font-size:14px;line-height:1.2;padding-top:.4em}.msg_source_url{text-align:left;word-break:break-all;margin-top:20px;}.msg_source_url a{padding-right:10px;}.msg_source_url .url_text{color:#a8a8a8;}.video-desc{font-size:14px;margin-top:15px;color:#6c6c6c;}.msg_source_url{text-align:left;}.original_primary_card_tips{color:rgba(0,0,0,0.3);line-height:1.4;font-size:15px;}.weui-flex__item{margin-bottom:20px;padding:20px 16px;margin-top:16px;line-height:1.4;align-items:center;background-color:#f7f7f7;border-radius:8px;position:relative;}.original_primary_desc{color:rgba(0,0,0,0.5);font-size:14px;padding-top:4px;width:auto;overflow:hidden;text-overflow:ellipsis;}.msgBodyReplyList{border-top:1px solid #e1e1e1;margin-top:10px;}.msgBodyReplyListTop{border-top:0;}.reply_like_num{float:right;font-size:14px;color:#c7c7c7;}.msgData{margin-top:20px;color:#626262;}.msgData span{font-size:14px;padding-right:15px;}.msgData .likes{float:right;padding-right:0;}.js_text_content p{font-size:18px;}.rich_media_meta_link{font-size:15px;}blockquote {padding-left: 10px;border-left: 3px solid #dbdbdb;color: rgba(0,0,0,0.5);font-size: 15px;padding-top: 4px;margin: 1em 0;}.video_iframe{width:500px;height:400px;}.blockquote_info{color:#b5b5b5;margin-top:10px;}#copyright_logo{color:#bdbdbd;}.rich_media_meta_list{margin-bottom:10px;}.reprint{background:#efefef;border-radius:5px;padding:8px;color:#1f1f1f;}.reprint a{word-break:break-all;}.topic{color:#8e8e8e;background:#f7f7f7;border-radius:5px;padding:10px 8px;}.topic a{padding-right:5px;}.topic p{margin-bottom:5px;}\n<\/style>\n<link href=\"https:\/\/www.juyifx.cn\/config\/css\/wxArticle.css\" rel=\"stylesheet\"\/>\n<\/head><script>\nvar 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id=\"profileBt\"><a href=\"javascript:void(0);\" class=\"wx_tap_link js_wx_tap_highlight weui-wa-hotarea\" id=\"js_name\">\u751f\u4fe1\u679c&nbsp;&nbsp;<\/a><\/span><em id=\"publish_time\" class=\"rich_media_meta rich_media_meta_text\">2023-03-28 19:00:57<\/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==&#038;action=getalbum&#038;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==&#038;action=getalbum&#038;album_id=2821072943068839938#wechat_redirect\" title=\"\u751f\u4fe1\u7ed8\u56fe\" target=\"_blank\" rel=\"noopener\">#\u751f\u4fe1\u7ed8\u56fe<\/a><\/p>\n<\/div>\n<p style=\"white-space: normal;\" data-mpa-powered-by=\"yiban.io\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.18518518518518517\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_0CuCiczxXATRA1NT7QsFibQGILBxvQ-72.jpg?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_jpg\/zcicibWZessAx2cF5xxW6pBGPmgTUt8qTlL9RiabvDGL72zZRhzS10IN01ZYt0CuCiczxXATRA1NT7QsFibQGILBxvQ\/640?wx_fmt=jpeg'\" data-type=\"jpeg\" data-w=\"1080\" style=\"font-size: 16px;text-align: center;\"  data-recalc-dims=\"1\" \/><span style=\"font-family: \u5b8b\u4f53;font-size: 16px;text-indent: 2em;\"><\/span><\/p>\n<section style=\"white-space: normal;\">\n<section style=\"box-sizing: border-box;max-width: 100%;\">\n<section>\n<section style=\"box-sizing: border-box;max-width: 100%;\">\n<section>\n<section style=\"box-sizing: border-box;max-width: 100%;\">\n<section>\n<section style=\"box-sizing: border-box;\">\n<section powered-by=\"xiumi.us\" style=\"box-sizing: border-box;\">\n<section style=\"line-height: 1.8;box-sizing: border-box;\">\n<section powered-by=\"xiumi.us\" style=\"box-sizing: border-box;\">\n<section style=\"box-sizing: border-box;\">\n<section powered-by=\"xiumi.us\" style=\"font-size: 16px;box-sizing: border-box;\">\n<section style=\"box-sizing: border-box;font-size: 16px;\">\n<section style=\"box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;box-sizing: border-box;\">\u4eca\u5929\u5c0f\u679c\u60f3\u5b66\u4e60\u5229\u7528linkET\u5305\u6765\u7ed8\u5236mantel test\u76f8\u5173\u6027\u70ed\u56fe\uff0c\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n<p style=\"white-space: normal;box-sizing: border-box;\"><br style=\"box-sizing: border-box;\"  \/><\/p>\n<\/section>\n<section style=\"text-align: left;margin: 10px 0%;justify-content: flex-start;display: flex;flex-flow: row nowrap;box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: bottom;width: 12%;align-self: flex-end;flex: 0 0 auto;box-sizing: border-box;\">\n<section style=\"margin-top: 3px;margin-bottom: 3px;text-align: center;box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;border-width: 1px;border-style: solid;border-color: rgb(253, 198, 32);background-color: rgb(253, 198, 32);width: 1.8em;height: 1.8em;line-height: 1.8em;border-radius: 100%;margin-left: auto;margin-right: auto;font-size: 18px;color: rgb(0, 0, 0);box-sizing: border-box;\">\n<p style=\"box-sizing: border-box;\">01<\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: bottom;width: 88%;align-self: flex-end;flex: 0 0 auto;box-sizing: border-box;\">\n<section style=\"margin-right: 0%;margin-bottom: 5px;margin-left: 0%;box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;box-sizing: border-box;\">\n<section style=\"display: inline-block;vertical-align: bottom;border-bottom: 1px dashed rgb(175, 175, 175);margin-bottom: 0.25em;padding-left: 5px;padding-right: 5px;box-sizing: border-box;\">\n<p style=\"box-sizing: border-box;\">\u5b89\u88c5\u9700\u8981\u7684R\u5305<\/p>\n<\/section>\n<section style=\"display: inline-block;vertical-align: bottom;width: 0.5em;height: 0.5em;border-radius: 50%;background-color: rgb(253, 198, 32);box-sizing: border-box;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\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=\"c\"><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">install.packages(\u201cggplot2\u201d)<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">install.packages(\u201ctidyverse\u201d)<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">install.packages(\u201cdevtools\u201d)<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">devtools::install_github(<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"Hy4m\/linkET\"<\/span>, force = TRUE)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: left;margin: 10px 0%;justify-content: flex-start;display: flex;flex-flow: row nowrap;box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: bottom;width: 12%;align-self: flex-end;flex: 0 0 auto;box-sizing: border-box;\">\n<section style=\"margin-top: 3px;margin-bottom: 3px;text-align: center;box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;border-width: 1px;border-style: solid;border-color: rgb(253, 198, 32);background-color: rgb(253, 198, 32);width: 1.8em;height: 1.8em;line-height: 1.8em;border-radius: 100%;margin-left: auto;margin-right: auto;font-size: 18px;color: rgb(0, 0, 0);box-sizing: border-box;\">\n<p style=\"box-sizing: border-box;\">02<\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: bottom;width: 88%;align-self: flex-end;flex: 0 0 auto;box-sizing: border-box;\">\n<section style=\"margin-right: 0%;margin-bottom: 5px;margin-left: 0%;box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;box-sizing: border-box;\">\n<section style=\"display: inline-block;vertical-align: bottom;border-bottom: 1px dashed rgb(175, 175, 175);margin-bottom: 0.25em;padding-left: 5px;padding-right: 5px;box-sizing: border-box;\">\n<p style=\"box-sizing: border-box;\">\u8f7d\u5165\u9700\u8981\u7684R\u5305<\/p>\n<\/section>\n<section style=\"display: inline-block;vertical-align: bottom;width: 0.5em;height: 0.5em;border-radius: 50%;background-color: rgb(253, 198, 32);box-sizing: border-box;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\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=\"c\"><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">library(devtools)<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">library(ggplot2)<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">library(tidyverse)<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">library(linkET)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: left;margin: 10px 0%;justify-content: flex-start;display: flex;flex-flow: row nowrap;box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: bottom;width: 12%;align-self: flex-end;flex: 0 0 auto;box-sizing: border-box;\">\n<section style=\"margin-top: 3px;margin-bottom: 3px;text-align: center;box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;border-width: 1px;border-style: solid;border-color: rgb(253, 198, 32);background-color: rgb(253, 198, 32);width: 1.8em;height: 1.8em;line-height: 1.8em;border-radius: 100%;margin-left: auto;margin-right: auto;font-size: 18px;color: rgb(0, 0, 0);box-sizing: border-box;\">\n<p style=\"box-sizing: border-box;\">03<\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: bottom;width: 88%;align-self: flex-end;flex: 0 0 auto;box-sizing: border-box;\">\n<section style=\"margin-right: 0%;margin-bottom: 5px;margin-left: 0%;box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;box-sizing: border-box;\">\n<section style=\"display: inline-block;vertical-align: bottom;border-bottom: 1px dashed rgb(175, 175, 175);margin-bottom: 0.25em;padding-left: 5px;padding-right: 5px;box-sizing: border-box;\">\n<p style=\"box-sizing: border-box;\">\u4ee3\u7801\u5c55\u793a<\/p>\n<\/section>\n<section style=\"display: inline-block;vertical-align: bottom;width: 0.5em;height: 0.5em;border-radius: 50%;background-color: rgb(253, 198, 32);box-sizing: border-box;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">#\u8bfb\u53d6\u6570\u636e<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">varechem&lt;-read.csv(file=<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"varechem.csv\"<\/span>,row.names=<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.24074074074074073\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_JbzeKELPnnRI9rCkXPDniboXSLAcEw-1.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/zcicibWZessAy34u8tx4u4aB0BOvhfL2bP98iakrZicqfdzzBhNrju2Fr0sU8JbzeKELPnnRI9rCkXPDniboXSLAcEw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;box-sizing: border-box;\"  data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"c\"><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">varespec&lt;-read.csv(file=<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"varespec.csv\"<\/span>,row.names=<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>) &nbsp;<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.2814814814814815\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_IMD6LbF85HicaWI4lD1FPydPxiazEw-1.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/zcicibWZessAy34u8tx4u4aB0BOvhfL2bP5ib6EqNqOA3N2REiceVMWa5laCo7IMD6LbF85HicaWI4lD1FPydPxiazEw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;box-sizing: border-box;\"  data-recalc-dims=\"1\" \/><\/section>\n<\/section>\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<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=\"c\"><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\"><span class=\"code-snippet__meta\" style=\"box-sizing: border-box;\"># mantel test<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">mantel &lt;- mantel_test(varespec, varechem, &nbsp;# \u4f20\u5165\u9700\u8981\u68c0\u6d4b\u7684\u4e24\u4e2a\u77e9\u9635<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;mantel_fun = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">'mantel'<\/span>, <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;spec_select = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">list<\/span>(Spec01 = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>:<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">7<\/span>,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Spec02 = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">8<\/span>:<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">18<\/span>,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Spec03 = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">19<\/span>:<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">37<\/span>,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Spec04 = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">38<\/span>:<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">44<\/span>)) %&gt;% <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> &nbsp;mutate(r = cut(r, breaks = c(-Inf, <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0.2<\/span>, <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0.4<\/span>, Inf),<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;labels = c(<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"&lt; 0.2\"<\/span>, <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"0.2 - 0.4\"<\/span>, <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"&gt;= 0.4\"<\/span>)),<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> &nbsp; &nbsp; &nbsp; &nbsp; p = cut(p, breaks = c(-Inf, <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0.01<\/span>, <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0.05<\/span>, Inf),<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;labels = c(<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"&lt; 0.01\"<\/span>, <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"0.01 - 0.05\"<\/span>, <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"&gt;= 0.05\"<\/span>)))<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">#\u8ba1\u7b97\u73af\u5883\u56e0\u5b50\u76f8\u5173\u6027\u7cfb\u6570\uff1a<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">cor2 &lt;- correlate(varechem)<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"><br  \/><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">#\u7ed8\u5236\u76f8\u5173\u6027\u70ed\u56fe<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">p1&lt;- qcorrplot(cor2,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">grid_col = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"grey50\"<\/span>,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">grid_size = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0.2<\/span>,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">type = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"upper\"<\/span>,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">diag = FALSE) +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">geom_square() +<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\">scale_fill_gradientn(colours = c(<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"#610214\"<\/span>, <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"#d05646\"<\/span>, <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"#f5f4f4\"<\/span>, <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"#569cc7\"<\/span>, <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"#0b3b71\"<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">),limits = c(<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">-1<\/span>, <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>)) <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"><br  \/><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">#\u6dfb\u52a0\u663e\u8457\u6027\u6807\u7b7e\uff1a<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">p2 &lt;- p1+<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">geom_mark(size = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">4<\/span>,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">only_mark = T,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">sig_level = c(<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0.05<\/span>, <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0.01<\/span>, <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0.001<\/span>),<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">sig_thres = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0.05<\/span>,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">colour = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">'white'<\/span>)<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"><br  \/><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">#\u5728\u76f8\u5173\u6027\u70ed\u56fe\u4e0a\u6dfb\u52a0mantel\u8fde\u7ebf\uff1a<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">p3&lt;- p2+<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">geom_couple(data = mantel,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">aes(colour = p, size = r),<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">curvature = nice_curvature())+<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">scale_size_manual(values = c(<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0.5<\/span>, <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1.2<\/span>, <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">2<\/span>)) + #\u8fde\u7ebf\u7c97\u7ec6<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\">scale_colour_manual(values = c(<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"#d85c01\"<\/span>, <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"#29d300\"<\/span>, <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"#A2A2A288\"<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">)) + #\u8fde\u7ebf\u914d\u8272<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">#\u4fee\u6539\u56fe\u4f8b\uff1a<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">guides(size = guide_legend(title = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"Mantel r\"<\/span>,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\" style=\"box-sizing: border-box;\">override<\/span>.aes = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">list<\/span>(colour = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"grey35\"<\/span>),<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">order = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">2<\/span>),<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">colour = guide_legend(title = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"Mantel p\"<\/span>,<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\" style=\"box-sizing: border-box;\">override<\/span>.aes = <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">list<\/span>(size = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">3<\/span>),<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">order = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>),<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">fill = guide_colorbar(title = <span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"Pearson r\"<\/span>, order = <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">3<\/span>))<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.9583911234396671\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_BegJic4DgEZ9SHibO5Kl7dMK9cB2VQ-1.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/zcicibWZessAy34u8tx4u4aB0BOvhfL2bPpZR4iacsdMyTKX27VG8a0wIBCBOBegJic4DgEZ9SHibO5Kl7dMK9cB2VQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"721\" style=\"vertical-align: middle;width: 100%;box-sizing: border-box;\"  data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section style=\"box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;box-sizing: border-box;\">\u5c0f\u679c\u611f\u89c9\u6548\u679c\u8fd8\u4e0d\u9519\uff0c\u8be5\u5305\u4e0eggplot2\u8bed\u6cd5\u517c\u5bb9\uff0c\u5728\u7ed8\u56fe\u7684\u540c\u65f6\u53ef\u4ee5\u5b66\u4e60\u76f8\u5173\u7684ggplot2\u7684\u7ed8\u56fe\u77e5\u8bc6\uff0c\u503c\u5f97\u63a8\u8350\uff0c\u4eca\u5929\u5c0f\u679c\u7684\u5206\u4eab\u5c31\u5230\u8fd9\u91cc\u4e86\uff0c\u6709\u9700\u8981\u7684\u53ef\u4ee5\u501f\u9274\u5b66\u4e60\uff0c\u4e0b\u671f\u518d\u89c1\u3002<\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"white-space: normal;\">\n<section style=\"box-sizing: border-box;max-width: 100%;\">\n<section>\n<section style=\"box-sizing: border-box;max-width: 100%;\">\n<section>\n<section style=\"box-sizing: border-box;max-width: 100%;\">\n<section>\n<section style=\"box-sizing: border-box;\">\n<section powered-by=\"xiumi.us\" 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