{"id":66557,"date":"2026-11-15T22:00:00","date_gmt":"2026-11-15T14:00:00","guid":{"rendered":"https:\/\/www.biocloudservice.com\/wordpress\/?p=66557"},"modified":"2026-11-15T14:01:11","modified_gmt":"2026-11-15T06:01:11","slug":"rental-q016-b","status":"publish","type":"post","link":"https:\/\/www.biocloudservice.com\/wordpress\/rental-q016-b\/","title":{"rendered":"\u4e3a\u786e\u6709\u5fc5\u8981\u7684\u5168\u7279\u5f81\u8ba1\u7b97\u8bbe\u8ba1\u5927\u5185\u5b58\u8fd0\u884c\u65b9\u6848"},"content":{"rendered":"<p><!-- ysx-rental-campaign:rental-tutorials-400-20261114 article:rental_q016_b --><\/p>\n<div class=\"ysx-rental-tutorial\">\n<figure class=\"ysx-tutorial-figure\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2026\/11\/rental_q016_b-poster.png?resize=1200%2C720&#038;ssl=1\" alt=\"\u5168\u7279\u5f81\u8ba1\u7b97\u5148\u7b97\u8f93\u51fa\u6570\u91cf\u7ea7\uff1a\u8bf4\u660e\u5fc5\u8981\u7279\u5f81\u96c6\u5408\uff1b\u4f30\u7b97\u8868\u793a\u4e0e\u8f7d\u8377\uff1b\u72ec\u7acb\u6d4b\u5168\u6d41\u7a0b\u5cf0\u503c\uff1b\u9a8c\u6536\u4e0b\u6e38\u53ef\u7528\u6027\" width=\"1200\" height=\"720\" loading=\"lazy\"><figcaption>\u672c\u6587\u64cd\u4f5c\u4e0e\u68c0\u67e5\u8def\u5f84\u793a\u610f\u3002<\/figcaption><\/figure>\n<p>\u6709\u4e9b\u540e\u7eed\u65b9\u6cd5\u786e\u5b9e\u9700\u8981\u8f83\u5b8c\u6574\u7684\u7279\u5f81\u96c6\u5408\uff0c\u6b64\u65f6\u4e0d\u80fd\u53ea\u9760\u51cf\u5c11\u57fa\u56e0\u6570\u6765\u89e3\u51b3ScaleData\u5185\u5b58\u95ee\u9898\u3002\u5e94\u5148\u4f30\u7b97\u5fc5\u8981\u8f93\u51fa\u7684\u6570\u91cf\u7ea7\uff0c\u518d\u6d4b\u91cf\u4e34\u65f6\u5cf0\u503c\u548c\u4fdd\u5b58\u8fc7\u7a0b\uff0c\u6700\u540e\u786e\u5b9a\u662f\u5426\u91c7\u7528\u5927\u5185\u5b58\u73af\u5883\u6216\u652f\u6301\u5206\u5757\u7684\u53e6\u4e00\u6761\u8ba1\u7b97\u8def\u5f84\u3002<\/p>\n<p>\u672c\u6587\u9002\u5408\u5df2\u7ecf\u80fd\u8bf4\u660e\u201c\u4e3a\u4ec0\u4e48\u9700\u8981\u8fd9\u4e9b\u7279\u5f81\u201d\u7684\u5206\u6790\u4efb\u52a1\u3002\u5b83\u4e0d\u5efa\u8bae\u6240\u6709\u5355\u7ec6\u80de\u9879\u76ee\u90fd\u505a\u5168\u7279\u5f81\u7f29\u653e\uff0c\u4e5f\u4e0d\u628a\u589e\u52a0\u5185\u5b58\u5f53\u4f5c\u9009\u62e9\u56de\u5f52\u53d8\u91cf\u548c\u7edf\u8ba1\u65b9\u6cd5\u7684\u66ff\u4ee3\u3002\u666e\u901aPCA\u6216\u5176\u4ed6\u5de5\u4f5c\u6d41\u662f\u5426\u9700\u8981\u5168\u7279\u5f81\uff0c\u5e94\u5148\u6309\u65b9\u6cd5\u786e\u8ba4\u3002<\/p>\n<h2>\u628a\u5fc5\u8981\u8f93\u51fa\u7684\u6570\u91cf\u7ea7\u7b97\u6e05\u695a<\/h2>\n<p>\u5728\u5e38\u89c1\u53cc\u7cbe\u5ea6\u7a20\u5bc6\u77e9\u9635\u7684\u5047\u8bbe\u4e0b\uff0c\u4ec5\u5143\u7d20\u8f7d\u8377\u7ea6\u4e3a\u7279\u5f81\u6570\u4e58\u7ec6\u80de\u6570\u4e588\u5b57\u8282\u3002\u8fd9\u4e2a\u7b97\u5f0f\u4e0d\u5206\u914d\u77e9\u9635\uff0c\u53ea\u8bf4\u660e\u53ef\u80fd\u7684\u6570\u91cf\u7ea7\uff1b\u5b9e\u9645\u540e\u7aef\u53ef\u80fd\u91c7\u7528\u5176\u4ed6\u8868\u793a\uff0c\u6574\u4f53\u5cf0\u503c\u8fd8\u5305\u542b\u539f\u77e9\u9635\u3001\u5143\u6570\u636e\u548c\u4e34\u65f6\u5bf9\u8c61\uff0c\u4e0d\u80fd\u628a\u8f7d\u8377\u6570\u5b57\u76f4\u63a5\u5f53\u4f5c\u670d\u52a1\u5668\u6700\u4f4e\u5185\u5b58\u3002<\/p>\n<pre><code class=\"language-r\">estimate_dense &lt;- function(nfeatures, ncells) {\n  stopifnot(nfeatures&gt;0, ncells&gt;0)\n  bytes &lt;- as.double(nfeatures) * as.double(ncells) * 8\n  data.frame(features=nfeatures, cells=ncells,\n             payload_GiB=bytes\/1024^3)\n}\n# \u4ec5\u4e3a\u53cc\u7cbe\u5ea6\u7a20\u5bc6\u8f7d\u8377\u6f14\u7b97\uff0c\u4e0d\u662f\u8f6f\u4ef6\u5b9e\u6d4b\u6216\u914d\u7f6e\u5efa\u8bae\nprint(estimate_dense(20000, 100000))\nprint(estimate_dense(20000, 200000))<\/code><\/pre>\n<table>\n<thead>\n<tr>\n<th>\u8d44\u6e90\u90e8\u5206<\/th>\n<th>\u5982\u4f55\u53d6\u5f97\u4f9d\u636e<\/th>\n<th>\u4e0d\u80fd\u7701\u7565\u7684\u5185\u5bb9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5fc5\u8981\u8f93\u51fa<\/td>\n<td>\u7279\u5f81\u6570\u3001\u7ec6\u80de\u6570\u4e0e\u5b9e\u9645\u77e9\u9635\u7c7b\u578b<\/td>\n<td>\u4e0d\u662f\u53ea\u770b\u539f\u59cb\u538b\u7f29\u6587\u4ef6<\/td>\n<\/tr>\n<tr>\n<td>\u539f\u8f93\u5165\u4e0e\u65e7\u5bf9\u8c61<\/td>\n<td>\u7528\u5bf9\u8c61\u6e05\u5355\u53ca\u8fdb\u7a0b\u8bb0\u5f55\u6838\u5bf9<\/td>\n<td>\u65b0\u7ed3\u679c\u751f\u6210\u65f6\u7684\u91cd\u53e0<\/td>\n<\/tr>\n<tr>\n<td>\u4e34\u65f6\u8ba1\u7b97<\/td>\n<td>\u4ee3\u8868\u6027\u4efb\u52a1\u7684\u5cf0\u503c\u65e5\u5fd7<\/td>\n<td>\u56de\u5f52\u4e0e\u8f6c\u6362\u7684\u4e2d\u95f4\u5bf9\u8c61<\/td>\n<\/tr>\n<tr>\n<td>\u78c1\u76d8<\/td>\n<td>\u8f93\u5165\u3001\u68c0\u67e5\u70b9\u3001\u8f93\u51fa\u4e0e\u4e34\u65f6\u76ee\u5f55<\/td>\n<td>\u4fdd\u5b58\u8fc7\u7a0b\u548c\u8fc1\u51fa\u5b89\u6392<\/td>\n<\/tr>\n<tr>\n<td>\u5e76\u53d1<\/td>\n<td>\u5b9e\u9645\u540c\u65f6\u8fd0\u884c\u7684\u4efb\u52a1<\/td>\n<td>\u4e0d\u80fd\u53ea\u6309\u5355\u4efb\u52a1\u5cf0\u503c\u62a5\u4ef7<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u5728\u72ec\u7acb\u8fdb\u7a0b\u4e2d\u9a8c\u8bc1\u660e\u786e\u7684\u5168\u7279\u5f81\u9700\u6c42<\/h2>\n<p>\u5148\u51c6\u5907\u4ec5\u4fdd\u7559\u5fc5\u8981\u5185\u5bb9\u3001\u5df2\u7ecf\u5b8c\u6210\u5f52\u4e00\u5316\u7684\u5355\u5c42RNA\u5bf9\u8c61\uff0c\u5e76\u5c06\u6700\u7ec8\u7279\u5f81\u6e05\u5355\u4fdd\u5b58\u6210\u6587\u672c\u3002\u4e0b\u9762\u793a\u4f8b\u9650\u5b9a\u5185\u5b58\u578b\u7a00\u758fdata\u8f93\u5165\uff0c\u4e0d\u5bf9\u672a\u77e5\u540e\u7aef\u8fdb\u884c\u5f3a\u5236\u8f6c\u6362\u3002\u6587\u4ef6\u4e2d\u7684\u7279\u5f81\u5fc5\u987b\u6765\u81ea\u76f8\u540c\u53c2\u8003\uff0c\u7f3a\u5931\u65f6\u505c\u6b62\uff0c\u4e0d\u7528\u4ea4\u96c6\u6084\u6084\u6539\u53d8\u4efb\u52a1\u8303\u56f4\u3002<\/p>\n<pre><code class=\"language-r\">library(Seurat)\nobj &lt;- readRDS(&quot;rna-normalized.rds&quot;)\nDefaultAssay(obj) &lt;- &quot;RNA&quot;\nly &lt;- grep(&quot;^data($|\\.)&quot;, Layers(obj[[&quot;RNA&quot;]]), value=TRUE)\nif (length(ly)!=1L) stop(&quot;\u5148\u786e\u8ba4\u5355\u5c42\u8f93\u5165\u548c\u5f52\u4e00\u5316\u72b6\u6001&quot;)\nm &lt;- LayerData(obj, assay=&quot;RNA&quot;, layer=ly)\nstopifnot(inherits(m, &quot;sparseMatrix&quot;))\nfeatures &lt;- unique(readLines(&quot;required-features.txt&quot;))\nstopifnot(length(features)&gt;0L, all(features %in% rownames(m)))\nprint(estimate_dense(length(features), ncol(m)))\nrm(m)\nobj &lt;- ScaleData(obj, assay=&quot;RNA&quot;, features=features,\n                 block.size=500, verbose=TRUE)\nout &lt;- LayerData(obj, assay=&quot;RNA&quot;, layer=&quot;scale.data&quot;)\nstopifnot(all(features %in% rownames(out)))\nprint(list(class=class(out), dim=dim(out)))\nsaveRDS(obj, &quot;full-required-scaled.rds&quot;)<\/code><\/pre>\n<p>\u8fd0\u884c\u811a\u672c\u65f6\u5c06\u4e0a\u4e00\u4e2a\u4ee3\u7801\u5757\u7684estimate_dense\u51fd\u6570\u4e00\u5e76\u653e\u5165\u6587\u4ef6\uff0c\u5e76\u7528\u5916\u90e8\u5de5\u5177\u8bb0\u5f55\u6574\u4e2aR\u8fdb\u7a0b\u3002\u5148\u5728\u4ee3\u8868\u6027\u7ec6\u80de\u5b50\u96c6\u786e\u8ba4\u6d41\u7a0b\uff0c\u968f\u540e\u5728\u63a5\u8fd1\u6b63\u5f0f\u89c4\u6a21\u4e0a\u590d\u9a8c\u3002\u7ed3\u679c\u4fdd\u5b58\u53ef\u80fd\u6709\u989d\u5916\u65f6\u95f4\u548c\u4e34\u65f6\u5360\u7528\uff0c\u5fc5\u987b\u5305\u542b\u5728\u6d4b\u91cf\u8303\u56f4\u4e2d\uff0c\u4e0d\u80fd\u53ea\u6d4bScaleData\u51fd\u6570\u8fd4\u56de\u7684\u77ac\u95f4\u3002<\/p>\n<h2>\u5206\u5757\u5bfc\u51fa\u9700\u8981\u540e\u7eed\u65b9\u6cd5\u652f\u6301<\/h2>\n<p>\u5982\u679c\u540e\u7eed\u7a0b\u5e8f\u53ef\u4ee5\u9010\u5757\u6d88\u8d39\u7f29\u653e\u7ed3\u679c\uff0c\u53ef\u4ee5\u8bbe\u8ba1\u5206\u5757\u8ba1\u7b97\u3001\u5199\u76d8\u4e0e\u68c0\u67e5\u70b9\uff0c\u4f46\u5e94\u660e\u786e\u6bcf\u5757\u7684\u7f29\u653e\u7edf\u8ba1\u3001\u56de\u5f52\u8bbe\u7f6e\u548c\u8f93\u51fa\u7d22\u5f15\u3002\u628a\u6570\u636e\u62c6\u5f00\u5404\u81ea\u505aPCA\u6216\u6a21\u578b\u8bad\u7ec3\uff0c\u5e76\u4e0d\u5929\u7136\u7b49\u4ef7\u4e8e\u539f\u6765\u7684\u5168\u91cf\u6a21\u578b\u3002\u82e5\u540e\u7eed\u63a5\u53e3\u4f1a\u7acb\u5373\u628a\u6240\u6709\u5757\u91cd\u65b0\u8bfb\u5165\u5185\u5b58\uff0c\u524d\u9762\u7684\u5206\u5757\u5bfc\u51fa\u5e76\u6ca1\u6709\u89e3\u51b3\u6700\u7ec8\u9700\u6c42\u3002<\/p>\n<p>\u5bf9\u4e8e\u78c1\u76d8\u578b\u77e9\u9635\uff0c\u5e94\u6838\u5bf9\u5f53\u524d\u7248\u672c\u76f8\u5e94\u65b9\u6cd5\u7684\u80fd\u529b\uff0c\u4e0d\u628a\u5185\u5b58\u578bScaleData\u7684\u53c2\u6570\u76f4\u63a5\u7167\u642c\u3002\u4efb\u4f55\u6539\u53d8\u5b9e\u73b0\u7684\u65b9\u6848\u90fd\u9700\u8981\u9a8c\u8bc1\u76ee\u6807\u7279\u5f81\u3001\u7ec6\u80de\u987a\u5e8f\u548c\u5fc5\u8981\u6570\u503c\uff0c\u5e76\u8bb0\u5f55\u4e0e\u539f\u65b9\u6cd5\u53ef\u80fd\u7684\u5dee\u5f02\u3002<\/p>\n<h2>\u5c06\u5bb9\u91cf\u4e0e\u9a8c\u6536\u6761\u4ef6\u5199\u8fdb\u8fd0\u884c\u65b9\u6848<\/h2>\n<p>\u8d44\u6e90\u65b9\u6848\u5e94\u8bf4\u660e\u53ef\u7528\u5185\u5b58\u3001\u5355\u4efb\u52a1\u6216\u591a\u4efb\u52a1\u5b89\u6392\u3001\u5de5\u4f5c\u76d8\u3001\u4fdd\u5b58\u4f4d\u7f6e\u3001\u5931\u8d25\u540e\u4ece\u54ea\u91cc\u6062\u590d\u3002\u9a8c\u6536\u5305\u62ec\u6240\u9700\u7279\u5f81\u5b8c\u6574\u3001\u7ec6\u80de\u540d\u4e00\u81f4\u3001\u4e0b\u6e38\u7a0b\u5e8f\u53ef\u8bfb\u53d6\u3001\u65e5\u5fd7\u672a\u51fa\u73b0\u5931\u8d25\uff0c\u4ee5\u53ca\u65b0\u4f1a\u8bdd\u80fd\u591f\u8f7d\u5165\u7ed3\u679c\u3002\u7a00\u6709\u6216\u4f4e\u8868\u8fbe\u7279\u5f81\u7684\u96f6\u65b9\u5dee\u7b49\u95ee\u9898\u8fd8\u5e94\u6309\u65b9\u6cd5\u5904\u7406\uff0c\u4e0d\u80fd\u7531\u786c\u4ef6\u81ea\u52a8\u4fee\u6b63\u3002<\/p>\n<h2>\u5bb9\u91cf\u9a8c\u6536\u5e94\u8986\u76d6\u771f\u5b9e\u53ef\u7528\u989d\u5ea6<\/h2>\n<p>\u6838\u5bf9\u7684\u662f\u5f53\u524d\u8d26\u53f7\u3001\u5bb9\u5668\u6216\u4f5c\u4e1a\u5b9e\u9645\u53ef\u7528\u7684\u5185\u5b58\uff0c\u4e0d\u80fd\u53ea\u770b\u5bbf\u4e3b\u673a\u603b\u91cf\u3002\u8fd8\u5e94\u786e\u8ba4\u4fdd\u5b58\u6587\u4ef6\u5199\u5230\u7ea6\u5b9a\u5de5\u4f5c\u76d8\u3001\u5171\u4eab\u8282\u70b9\u662f\u5426\u6709\u5176\u4ed6\u8d1f\u8f7d\uff0c\u4ee5\u53ca\u5355\u4e2a\u4efb\u52a1\u5931\u8d25\u540e\u7684\u65e5\u5fd7\u4fdd\u7559\u4f4d\u7f6e\u3002\u8fd9\u6837\u624d\u80fd\u5c06\u201c\u4efb\u52a1\u653e\u4e0d\u4e0b\u201d\u533a\u5206\u4e3a\u914d\u7f6e\u989d\u5ea6\u3001\u73af\u5883\u9650\u5236\u6216\u6d41\u7a0b\u672c\u8eab\u7684\u95ee\u9898\u3002<\/p>\n<p>\u82e5\u6b63\u5f0f\u8ba1\u5212\u5141\u8bb8\u591a\u4e2a\u5927\u5bf9\u8c61\u4efb\u52a1\u5e76\u53d1\uff0c\u5e94\u4f7f\u7528\u76f8\u540c\u5e76\u53d1\u5b89\u6392\u590d\u9a8c\u3002\u53ea\u63d0\u4f9b\u5355\u4efb\u52a1\u8fd4\u56de\u5bf9\u8c61\u5927\u5c0f\uff0c\u65e0\u6cd5\u8bc1\u660e\u6574\u53f0\u670d\u52a1\u5668\u5728\u8ba1\u5212\u4f7f\u7528\u65b9\u5f0f\u4e0b\u8db3\u591f\u3002<\/p>\n<p>\u6709\u660e\u786e\u5168\u7279\u5f81\u9700\u6c42\u4e14\u5b9e\u6d4b\u8d85\u51fa\u672c\u5730\u8d44\u6e90\u7684\u56e2\u961f\uff0c\u53ef\u4ee5\u636e\u6b64\u6c9f\u901a\u5927\u5185\u5b58CPU\u73af\u5883\uff1b\u7279\u5f81\u6e05\u5355\u3001\u77e9\u9635\u7c7b\u578b\u3001\u5cf0\u503c\u3001\u56de\u5f52\u8bbe\u7f6e\u548c\u79df\u671f\u662f\u6bd4\u7b3c\u7edf\u7ec6\u80de\u6570\u66f4\u6709\u7528\u7684\u914d\u7f6e\u4f9d\u636e\u3002<\/p>\n<h2>\u53c2\u8003\u4e0e\u7248\u672c\u6838\u5bf9<\/h2>\n<ul>\n<li><a href=\"https:\/\/satijalab.org\/seurat\/reference\/scaledata\">Seurat\uff1aScaleData\u53c2\u8003<\/a><\/li>\n<li><a href=\"https:\/\/satijalab.org\/seurat\/articles\/bpcells_interaction_vignette.html\">Seurat\uff1aBPCells\u78c1\u76d8\u77e9\u9635\u4e0e\u4fdd\u5b58<\/a><\/li>\n<li><a href=\"https:\/\/stat.ethz.ch\/R-manual\/R-devel\/library\/base\/html\/Memory-limits.html\">R\u5b98\u65b9\u624b\u518c\uff1a\u5185\u5b58\u9650\u5236\u4e0e\u5bf9\u8c61<\/a><\/li>\n<li><a href=\"https:\/\/www.gnu.org\/software\/time\/manual\/html_node\/Memory-Resources.html\">GNU Time\uff1a\u5185\u5b58\u8d44\u6e90\u7edf\u8ba1<\/a><\/li>\n<\/ul>\n<section class=\"ysx-tutorial-downloads\">\n<h2>\u4e0b\u8f7d\u7ec3\u4e60\u6750\u6599<\/h2>\n<p><a href=\"https:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/rental-tutorials-400\/rental_q016_b\/32ec0ff3b1be054f3220\/rental_q016_b.pdf\" download>\u4e0b\u8f7d\u6559\u7a0b PDF<\/a> \u00b7 <a href=\"https:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/rental-tutorials-400\/rental_q016_b\/e021bfdafffd233a51cd\/rental_q016_b.zip\" download>\u4e0b\u8f7d\u4ee3\u7801\u4e0e\u793a\u4f8b\u6570\u636e ZIP<\/a><\/p>\n<p>\u5148\u6838\u5bf9\u5305\u5185SHA256\u6e05\u5355\uff0c\u518d\u5728\u72ec\u7acb\u76ee\u5f55\u590d\u73b0\u3002<\/p>\n<\/section>\n<section class=\"ysx-rental-recommendation\">\n<h2>\u9700\u8981\u989d\u5916\u7b97\u529b\u65f6<\/h2>\n<p>\u9002\u7528\u524d\u63d0\uff1a\u7f29\u5c0f\u5230\u5408\u7406\u7279\u5f81\u96c6\u540e\u4ecd\u4e0d\u80fd\u6ee1\u8db3\u5206\u6790\u9700\u6c42\u3002\u5982\u9700\u989d\u5916\u8d44\u6e90\uff0c\u53ef\u8bc4\u4f30\u5927\u5185\u5b58\u72ec\u4eabCPU\u670d\u52a1\u5668\u79df\u8d41\u3002\u54a8\u8be2\u65f6\u8bf4\u660e\u8f6f\u4ef6\u7248\u672c\u3001\u4efb\u52a1\u89c4\u6a21\u548c\u4f7f\u7528\u671f\u9650\uff0c\u914d\u7f6e\u4e0e\u652f\u6301\u8303\u56f4\u53e6\u884c\u786e\u8ba4\u3002<\/p>\n<details>\n<summary>\u54a8\u8be2\u672c\u4efb\u52a1\u7684\u670d\u52a1\u5668\u914d\u7f6e<\/summary>\n<p>    <section class=\"brtc-section\" id=\"rental-consultation\" aria-labelledby=\"brtc-title-66557\">\n    <h2 id=\"brtc-title-66557\">\u54a8\u8be2\u672c\u4efb\u52a1\u7684\u670d\u52a1\u5668\u914d\u7f6e<\/h2>\n    <p>\u7559\u4e0b\u624b\u673a\u53f7\uff0c\u6211\u4eec\u4f1a\u7ed3\u5408\u672c\u6587\u4efb\u52a1\u4e0e\u60a8\u6c9f\u901a\u670d\u52a1\u5668\u914d\u7f6e\u548c\u62a5\u4ef7\u3002<\/p>\n    <form class=\"brtc-form\" method=\"post\" action=\"https:\/\/www.biocloudservice.com\/wordpress\/wp-admin\/admin-ajax.php\" data-article-key=\"rental_q016_b\">\n    <input type=\"hidden\" name=\"action\" value=\"brtc_submit\"><input type=\"hidden\" name=\"post_id\" value=\"66557\">\n    <input type=\"hidden\" name=\"article_key\" value=\"rental_q016_b\"><input type=\"hidden\" name=\"nonce\" value=\"812a8c0dde\">\n    <input type=\"hidden\" name=\"request_id\" value=\"3a3ebc549b71c526e3102f61e6e6b934\"><input type=\"hidden\" name=\"first_key\" value=\"rental_q016_b\">\n    <label>\u624b\u673a\u53f7<input name=\"phone\" type=\"tel\" inputmode=\"numeric\" autocomplete=\"tel-national\" minlength=\"11\" maxlength=\"11\" pattern=\"1[3-9][0-9]{9}\" required placeholder=\"\u8bf7\u8f93\u516511\u4f4d\u624b\u673a\u53f7\" title=\"\u8bf7\u8f93\u5165\u6709\u6548\u768411\u4f4d\u624b\u673a\u53f7\"><\/label>\n    <div class=\"brtc-honeypot\" aria-hidden=\"true\"><label>\u7f51\u7ad9<input name=\"website\" tabindex=\"-1\" autocomplete=\"off\"><\/label><\/div>\n    <label class=\"brtc-consent\"><input type=\"checkbox\" name=\"consent\" value=\"1\" required>\u6211\u540c\u610f\u901a\u8fc7\u6b64\u624b\u673a\u53f7\u8054\u7cfb\u6211\uff0c\u6c9f\u901a\u672c\u6b21\u670d\u52a1\u5668\u914d\u7f6e\u4e0e\u79df\u8d41\u9700\u6c42\u3002<\/label>\n    <button type=\"submit\">\u63d0\u4ea4\u54a8\u8be2<\/button><p class=\"brtc-status\" role=\"status\" aria-live=\"polite\"><\/p>\n    <\/form>\n    <p class=\"brtc-alternative\">\u4e5f\u53ef<a href=\"https:\/\/work.weixin.qq.com\/kfid\/kfcb05492f29d4d6064\" data-ysx-event=\"contact_click\">\u8054\u7cfb\u4e91\u751f\u4fe1\u4f01\u4e1a\u5fae\u4fe1\u5ba2\u670d<\/a>\uff0c\u8bf4\u660e\u672c\u6587\u4efb\u52a1\u3002<\/p>\n    <\/section>\n    <\/details>\n<\/section>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5bf9\u65b9\u6cd5\u4e0a\u786e\u9700\u7684\u7279\u5f81\u96c6\u5408\u4f30\u7b97\u8f93\u51fa\u6570\u91cf\u7ea7\uff0c\u72ec\u7acb\u6d4b\u91cf\u5168\u6d41\u7a0b\u5cf0\u503c\uff0c\u5e76\u533a\u5206\u5206\u5757\u4fdd\u5b58\u548c\u771f\u6b63\u7684\u6d41\u5f0f\u5206\u6790\u3002<\/p>\n","protected":false},"author":1,"featured_media":66556,"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":[1,71,75],"tags":[551,156],"class_list":["post-66557","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-part","category-single-cell","category-compute-environment","tag-seuratr","tag-156"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2026\/11\/rental_q016_b-poster.png?fit=1200%2C720&ssl=1","_links":{"self":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/66557","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=66557"}],"version-history":[{"count":4,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/66557\/revisions"}],"predecessor-version":[{"id":72355,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/66557\/revisions\/72355"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/media\/66556"}],"wp:attachment":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/media?parent=66557"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/categories?post=66557"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/tags?post=66557"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}