{"id":65459,"date":"2026-09-12T19:40:27","date_gmt":"2026-09-12T11:40:27","guid":{"rendered":"https:\/\/www.biocloudservice.com\/wordpress\/?p=65459"},"modified":"2026-09-12T19:40:27","modified_gmt":"2026-09-12T11:40:27","slug":"bioinformatics-outsourcing-data-checklist","status":"publish","type":"post","link":"https:\/\/www.biocloudservice.com\/wordpress\/bioinformatics-outsourcing-data-checklist\/","title":{"rendered":"\u51c6\u5907\u5916\u5305\u751f\u4fe1\u5206\u6790\u524d\uff0c\u8bfe\u9898\u7ec4\u9700\u8981\u6574\u7406\u54ea\u4e9b\u6570\u636e\u548c\u5206\u7ec4\u4fe1\u606f\uff1f"},"content":{"rendered":"<p>\u51c6\u5907\u5916\u5305\u751f\u4fe1\u5206\u6790\u65f6\uff0c\u8bb8\u591a\u8bfe\u9898\u7ec4\u4f1a\u5148\u53d1\u9001\u4e00\u53e5\u8bdd\uff1a\u201c\u6211\u4eec\u6709\u4e00\u6279\u8f6c\u5f55\u7ec4\u6570\u636e\uff0c\u80fd\u505a\u5417\uff1f\u591a\u5c11\u94b1\uff1f\u201d<\/p>\n<p>\u5f53\u7136\u53ef\u4ee5\u4ece\u8fd9\u53e5\u8bdd\u5f00\u59cb\u6c9f\u901a\u3002\u4f46\u8981\u5f97\u5230\u6709\u53c2\u8003\u4ef7\u503c\u7684\u65b9\u6848\u548c\u62a5\u4ef7\uff0c\u8fd8\u9700\u8981\u77e5\u9053\u6570\u636e\u5230\u4e86\u54ea\u4e00\u6b65\u3001\u600e\u6837\u5206\u7ec4\uff0c\u4ee5\u53ca\u8fd9\u6b21\u5206\u6790\u5e0c\u671b\u5e2e\u52a9\u4f60\u51b3\u5b9a\u4ec0\u4e48\u3002<\/p>\n<p><strong>\u6700\u7701\u6c9f\u901a\u65f6\u95f4\u7684\u51c6\u5907\u65b9\u5f0f\uff0c\u662f\u5148\u6574\u7406\u4e00\u4efd\u9879\u76ee\u7b80\u8ff0\u3001\u4e00\u5f20\u6837\u672c\u4fe1\u606f\u8868\u548c\u4e00\u4e2a\u6587\u4ef6\u6e05\u5355\u3002<\/strong>\u8fd9\u7bc7\u6587\u7ae0\u628a\u9996\u8f6e\u54a8\u8be2\u4e0e\u6b63\u5f0f\u5f00\u5de5\u6240\u9700\u8d44\u6599\u5206\u5f00\uff0c\u4f60\u53ef\u4ee5\u6309\u5b9e\u9645\u8fdb\u5ea6\u51c6\u5907\u3002<\/p>\n<h2>\u9996\u8f6e\u54a8\u8be2\uff0c\u5148\u8bf4\u6e05\u4e94\u4ef6\u4e8b<\/h2>\n<ol>\n<li><strong>\u7814\u7a76\u4ec0\u4e48\uff1a<\/strong>\u7269\u79cd\u3001\u7ec4\u7ec7\u6216\u7ec6\u80de\u6a21\u578b\uff0c\u60f3\u89e3\u91ca\u7684\u8868\u578b\u6216\u7814\u7a76\u95ee\u9898\u3002<\/li>\n<li><strong>\u6709\u54ea\u4e9b\u6570\u636e\uff1a<\/strong>\u666e\u901a\u8f6c\u5f55\u7ec4\u3001\u5355\u7ec6\u80de\u3001\u7a7a\u95f4\u7ec4\u5b66\u6216\u5176\u4ed6\u7c7b\u578b\uff0c\u76ee\u524d\u6301\u6709\u539f\u59cb\u6587\u4ef6\u3001\u8868\u8fbe\u77e9\u9635\u8fd8\u662f\u53ea\u6709\u62a5\u544a\u3002<\/li>\n<li><strong>\u600e\u6837\u8bbe\u8ba1\uff1a<\/strong>\u6709\u54ea\u4e9b\u7ec4\uff0c\u5404\u7ec4\u591a\u5c11\u72ec\u7acb\u6837\u672c\uff0c\u662f\u5426\u914d\u5bf9\u3001\u5305\u542b\u591a\u4e2a\u65f6\u95f4\u70b9\u6216\u5206\u6279\u5904\u7406\u3002<\/li>\n<li><strong>\u5df2\u7ecf\u505a\u5230\u54ea\u4e00\u6b65\uff1a<\/strong>\u5b8c\u6210\u4e86\u54ea\u4e9b\u5206\u6790\uff0c\u54ea\u4e00\u5904\u7ed3\u8bba\u4e0d\u786e\u5b9a\uff0c\u662f\u5426\u6709\u6307\u5b9a\u7684\u8865\u5145\u5206\u6790\u8981\u6c42\u3002<\/li>\n<li><strong>\u5e0c\u671b\u600e\u6837\u4ea4\u4ed8\uff1a<\/strong>\u9884\u671f\u65f6\u95f4\u3001\u7ed3\u679c\u7528\u9014\u3001\u9700\u8981\u7684\u56fe\u8868\u6216\u6587\u4ef6\uff0c\u4ee5\u53ca\u9884\u7b97\u8303\u56f4\u3002<\/li>\n<\/ol>\n<p>\u4e0d\u786e\u5b9a\u67d0\u4e2a\u6280\u672f\u540d\u8bcd\u4e5f\u6ca1\u5173\u7cfb\uff0c\u53ef\u4ee5\u76f4\u63a5\u63cf\u8ff0\u6587\u4ef6\u540d\u79f0\u548c\u5f53\u524d\u56f0\u96be\u3002\u9996\u8f6e\u91cd\u70b9\u662f\u5224\u65ad\u9700\u6c42\u662f\u5426\u5339\u914d\uff0c\u6587\u4ef6\u5185\u5bb9\u5219\u5728\u7ea6\u5b9a\u4f20\u8f93\u65b9\u5f0f\u540e\u518d\u6838\u9a8c\u3002<\/p>\n<h2>\u6b63\u5f0f\u5206\u6790\u524d\uff0c\u6837\u672c\u4fe1\u606f\u8868\u81f3\u5c11\u8981\u80fd\u56de\u7b54\u8fd9\u4e9b\u95ee\u9898<\/h2>\n<p>\u5efa\u8bae\u4e00\u884c\u5bf9\u5e94\u4e00\u4e2a\u5206\u6790\u6837\u672c\uff1b\u5982\u679c\u540c\u4e00\u4e2a\u4f53\u6709\u591a\u4e2a\u65f6\u95f4\u70b9\u6216\u7ec4\u7ec7\uff0c\u6bcf\u4e2a\u6837\u672c\u5206\u522b\u5360\u4e00\u884c\uff0c\u5e76\u901a\u8fc7\u4e2a\u4f53\u7f16\u53f7\u4fdd\u6301\u5173\u8054\u3002\u6837\u672c\u540d\u79f0\u9700\u8981\u4e0e\u6570\u636e\u6587\u4ef6\u3001\u77e9\u9635\u5217\u540d\u5b8c\u5168\u5bf9\u5e94\u3002<\/p>\n<ul>\n<li><strong>\u6837\u672c\u7f16\u53f7\uff1a<\/strong>\u4f7f\u7528\u7a33\u5b9a\u3001\u552f\u4e00\u7684\u7f16\u53f7\uff0c\u907f\u514d\u540c\u4e00\u6279\u8d44\u6599\u4e2d\u53cd\u590d\u6539\u540d\u3002<\/li>\n<li><strong>\u5206\u7ec4\uff1a<\/strong>\u6ce8\u660e\u6bcf\u7ec4\u7684\u5b9e\u9645\u542b\u4e49\uff0c\u4f8b\u5982\u5bf9\u7167\u3001\u6a21\u578b\u3001\u5904\u7406\uff0c\u800c\u4e0d\u53ea\u5199 A\u3001B\u3001C\u3002<\/li>\n<li><strong>\u4e2a\u4f53\u6216\u91cd\u590d\u7f16\u53f7\uff1a<\/strong>\u8bf4\u660e\u54ea\u4e9b\u6765\u81ea\u72ec\u7acb\u4e2a\u4f53\uff0c\u54ea\u4e9b\u662f\u540c\u4e00\u4efd\u6750\u6599\u7684\u6280\u672f\u91cd\u590d\u3002<\/li>\n<li><strong>\u914d\u5bf9\u5173\u7cfb\uff1a<\/strong>\u540c\u4e00\u53d7\u8bd5\u8005\u6cbb\u7597\u524d\u540e\u3001\u540c\u4e00\u4e2a\u4f53\u4e0d\u540c\u7ec4\u7ec7\u7b49\uff0c\u9700\u8981\u660e\u786e\u5bf9\u5e94\u3002<\/li>\n<li><strong>\u7ec4\u7ec7\u3001\u65f6\u95f4\u4e0e\u5904\u7406\uff1a<\/strong>\u5fc5\u8981\u65f6\u5217\u51fa\u91c7\u6837\u65f6\u95f4\u3001\u5242\u91cf\u3001\u5904\u7406\u65f6\u957f\u7b49\u3002<\/li>\n<li><strong>\u6279\u6b21\uff1a<\/strong>\u5982\u5df2\u77e5\uff0c\u8bb0\u5f55\u5efa\u5e93\u6279\u6b21\u3001\u6d4b\u5e8f\u6279\u6b21\u3001\u5e73\u53f0\u6216\u5b9e\u9a8c\u6279\u6b21\u3002<\/li>\n<li><strong>\u7814\u7a76\u76f8\u5173\u53d8\u91cf\uff1a<\/strong>\u53ea\u4fdd\u7559\u672c\u9879\u76ee\u786e\u5b9e\u9700\u8981\u7684\u8868\u578b\u6216\u534f\u53d8\u91cf\uff0c\u5e76\u8bf4\u660e\u5355\u4f4d\u3001\u7f16\u7801\u4e0e\u7f3a\u5931\u503c\u542b\u4e49\u3002<\/li>\n<\/ul>\n<p>\u4f8b\u5982\uff0c\u540c\u4e00\u4e2a\u4f53\u7684\u5904\u7406\u524d\u4e0e\u5904\u7406\u540e\u6837\u672c\uff0c\u5e94\u8be5\u5171\u4eab\u540c\u4e00\u4e2a\u4f53\u7f16\u53f7\uff1b\u4e24\u6b21\u4e0a\u673a\u7684\u540c\u4e00\u4efd\u6587\u5e93\uff0c\u4e5f\u9700\u8981\u6807\u660e\u6280\u672f\u91cd\u590d\u5173\u7cfb\u3002\u8d44\u6599\u6574\u7406\u65f6\u4e0d\u8981\u4e3a\u4e86\u201c\u51d1\u9f50\u6837\u672c\u6570\u201d\u628a\u5b83\u4eec\u6539\u6210\u72ec\u7acb\u4e2a\u4f53\u3002<\/p>\n<p>\u5982\u679c\u67d0\u4e2a\u6279\u6b21\u53ea\u6709\u5bf9\u7167\u7ec4\uff0c\u53e6\u4e00\u4e2a\u6279\u6b21\u53ea\u6709\u5904\u7406\u7ec4\uff0c\u52a1\u5fc5\u63d0\u524d\u8bf4\u660e\u3002\u8fd9\u4f1a\u5f71\u54cd\u5206\u7ec4\u6548\u5e94\u4e0e\u6279\u6b21\u6548\u5e94\u80fd\u5426\u88ab\u533a\u5206\uff0c\u4ee5\u53ca\u7ed3\u679c\u53ef\u4ee5\u89e3\u91ca\u5230\u4ec0\u4e48\u7a0b\u5ea6\u3002<\/p>\n<h2>\u4e0d\u540c\u6570\u636e\u7c7b\u578b\uff0c\u9700\u8981\u4ea4\u63a5\u7684\u6587\u4ef6\u4e0d\u4e00\u6837<\/h2>\n<h3>\u666e\u901a\u8f6c\u5f55\u7ec4\uff1a\u8bf4\u660e\u77e9\u9635\u91cc\u7684\u6570\u503c\u662f\u4ec0\u4e48<\/h3>\n<p>\u9700\u8981\u4ece\u539f\u59cb\u6570\u636e\u5f00\u59cb\u65f6\uff0c\u63d0\u4f9b FASTQ \u6587\u4ef6\u6e05\u5355\u3001\u6d4b\u5e8f\u53ca\u6587\u5e93\u4fe1\u606f\u3001\u6837\u672c\u5bf9\u5e94\u5173\u7cfb\uff1b\u5df2\u6709\u5b9a\u91cf\u7ed3\u679c\u65f6\uff0c\u53ef\u5148\u63d0\u4f9b\u57fa\u56e0\u8ba1\u6570\u77e9\u9635\u6216\u539f\u5b9a\u91cf\u8f6f\u4ef6\u8f93\u51fa\uff0c\u5e76\u6ce8\u660e\u53c2\u8003\u57fa\u56e0\u7ec4\u3001\u6ce8\u91ca\u7248\u672c\u548c\u57fa\u56e0\u7f16\u53f7\u7c7b\u578b\u3002<\/p>\n<p><strong>counts\u3001TPM \u548c FPKM \u4e0d\u80fd\u53ea\u7edf\u4e00\u6539\u540d\u4e3a\u201c\u8868\u8fbe\u77e9\u9635\u201d\u540e\u6df7\u7528\u3002<\/strong>\u4f8b\u5982\uff0cDESeq2 \u7684\u5e38\u89c4\u5206\u6790\u4f7f\u7528\u672a\u6807\u51c6\u5316\u8ba1\u6570\u6216\u6309\u5176\u652f\u6301\u6d41\u7a0b\u5bfc\u5165\u7684\u4f30\u8ba1\u8ba1\u6570\uff0c\u4e0d\u5e94\u76f4\u63a5\u8f93\u5165 TPM\u3001FPKM \u6216\u5df2\u7ecf\u53d6\u5bf9\u6570\u7684\u77e9\u9635\u3002\u82e5\u4e0d\u786e\u5b9a\u6587\u4ef6\u7c7b\u578b\uff0c\u4fdd\u7559\u539f\u59cb\u8f93\u51fa\u548c\u8bf4\u660e\uff0c\u8ba9\u5206\u6790\u4eba\u5458\u6838\u9a8c\u3002<a href=\"https:\/\/bioconductor.org\/packages\/release\/bioc\/vignettes\/DESeq2\/inst\/doc\/DESeq2.html#input-data\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u89c1 DESeq2 \u8f93\u5165\u8bf4\u660e<\/a>\u3002<\/p>\n<h3>\u5355\u7ec6\u80de\uff1a\u9664\u4e86\u8868\u8fbe\u6570\u636e\uff0c\u8fd8\u8981\u4fdd\u7559\u7ec6\u80de\u4e0e\u6837\u672c\u7684\u5bf9\u5e94\u5173\u7cfb<\/h3>\n<p>\u5e38\u89c1\u4ea4\u63a5\u8d44\u6599\u5305\u62ec\u8868\u8fbe\u77e9\u9635\u53ca\u5176\u57fa\u56e0\u3001\u7ec6\u80de\u6761\u5f62\u7801\u6587\u4ef6\uff0c\u6216 h5 \u683c\u5f0f\u6587\u4ef6\uff1b\u5982\u679c\u5df2\u7ecf\u5b8c\u6210\u90e8\u5206\u5206\u6790\uff0c\u8fd8\u5e94\u63d0\u4f9b Seurat\u3001h5ad \u7b49\u5bf9\u8c61\uff0c\u4ee5\u53ca\u8f6f\u4ef6\u7248\u672c\u548c\u5904\u7406\u8bb0\u5f55\u3002<\/p>\n<p>\u540c\u65f6\u6574\u7406\u6bcf\u4e2a\u7ec6\u80de\u5bf9\u5e94\u7684\u6837\u672c\u3001\u5206\u7ec4\u3001\u5df2\u6709\u6ce8\u91ca\u3001\u8d28\u63a7\u6307\u6807\u548c\u7b5b\u9009\u8bb0\u5f55\u3002\u53ea\u6709\u964d\u7ef4\u5750\u6807\u6216 UMAP \u56fe\u7247\uff0c\u901a\u5e38\u4e0d\u80fd\u652f\u6301\u91cd\u65b0\u8fdb\u884c\u8868\u8fbe\u5dee\u5f02\u6216\u7ec6\u80de\u6ce8\u91ca\u590d\u6838\u3002\u662f\u5426\u4fdd\u7559\u4e86\u539f\u59cb\u8ba1\u6570\uff0c\u4e5f\u9700\u8981\u5728\u5f00\u5de5\u524d\u68c0\u67e5\u3002<\/p>\n<h3>\u5df2\u6709\u5206\u6790\u62a5\u544a\uff1a\u4ea4\u63a5\u6574\u5957\u76ee\u5f55\uff0c\u5e76\u8bf4\u660e\u6700\u5173\u5fc3\u54ea\u90e8\u5206<\/h3>\n<p>HTML \u62a5\u544a\u53ef\u80fd\u4f9d\u8d56\u540c\u76ee\u5f55\u4e0b\u7684\u56fe\u7247\u548c\u8868\u683c\uff0c\u5c3d\u91cf\u4fdd\u7559\u5b8c\u6574\u76ee\u5f55\u7ed3\u6784\u3002\u540c\u65f6\u4fdd\u7559\u539f\u7ed3\u679c\u8868\u3001\u65b9\u6cd5\u8bf4\u660e\u3001\u8f6f\u4ef6\u7248\u672c\u548c\u53c2\u6570\uff1b\u9700\u8981\u8865\u5145\u5ba1\u7a3f\u5206\u6790\u65f6\uff0c\u63d0\u4f9b\u76f8\u5173\u610f\u89c1\u53ca\u5bf9\u5e94\u56fe\u8868\u5373\u53ef\u3002<\/p>\n<p>\u5982\u679c\u76ee\u524d\u53ea\u6709 PDF \u6216\u622a\u56fe\uff0c\u53ef\u4ee5\u5148\u8ba8\u8bba\u95ee\u9898\uff0c\u4f46\u9700\u8981\u660e\u786e\u54ea\u4e9b\u5224\u65ad\u5fc5\u987b\u7b49\u62ff\u5230\u6570\u636e\u540e\u624d\u80fd\u5b8c\u6210\u3002<\/p>\n<h2>\u628a\u6bd4\u8f83\u5173\u7cfb\u5199\u6210\u4e00\u53e5\u5b8c\u6574\u7684\u8bdd<\/h2>\n<p>\u201c\u4e09\u7ec4\u90fd\u5206\u6790\u4e00\u4e0b\u201d\u5f88\u5bb9\u6613\u4ea7\u751f\u4e0d\u540c\u7406\u89e3\u3002\u66f4\u6e05\u695a\u7684\u5199\u6cd5\u662f\uff1a\u201c\u4f18\u5148\u6bd4\u8f83\u5904\u7406\u7ec4\u4e0e\u6a21\u578b\u7ec4\uff0c\u8bc4\u4f30\u5904\u7406\u540e\u7684\u8868\u8fbe\u53d8\u5316\uff1b\u6a21\u578b\u7ec4\u4e0e\u5bf9\u7167\u7ec4\u7528\u4e8e\u63cf\u8ff0\u6a21\u578b\u76f8\u5173\u53d8\u5316\u3002\u201d<\/p>\n<p>\u5982\u679c\u8fd8\u5173\u5fc3\u53d8\u5316\u662f\u5426\u671d\u5bf9\u7167\u65b9\u5411\u6062\u590d\uff0c\u9700\u8981\u63d0\u524d\u5b9a\u4e49\u5224\u65ad\u65b9\u5f0f\u3002\u5904\u7406\u540e\u4e0e\u5bf9\u7167\u7ec4\u201c\u5dee\u5f02\u4e0d\u663e\u8457\u201d\uff0c\u672c\u8eab\u4e0d\u80fd\u8bc1\u660e\u5df2\u7ecf\u6062\u590d\u5230\u6b63\u5e38\u6c34\u5e73\u3002<\/p>\n<p>\u6709\u914d\u5bf9\u3001\u65f6\u95f4\u3001\u5242\u91cf\u6216\u591a\u56e0\u7d20\u8bbe\u8ba1\u65f6\uff0c\u628a\u8fd9\u4e9b\u5173\u7cfb\u4e00\u8d77\u5199\u8fdb\u53bb\u3002\u5148\u786e\u8ba4\u4e3b\u8981\u6bd4\u8f83\uff0c\u518d\u8ba8\u8bba\u8865\u5145\u6bd4\u8f83\uff0c\u53ef\u4ee5\u51cf\u5c11\u540e\u7eed\u53cd\u590d\u8fd4\u5de5\u3002<\/p>\n<h2>\u62a5\u4ef7\u524d\uff0c\u628a\u4ea4\u4ed8\u4e0e\u9a8c\u6536\u4e00\u8d77\u8bf4\u6e05\u695a<\/h2>\n<ul>\n<li>\u672c\u6b21\u5305\u542b\u54ea\u4e9b\u5206\u6790\uff0c\u54ea\u4e9b\u5c5e\u4e8e\u53e6\u884c\u786e\u8ba4\u7684\u65b0\u589e\u9700\u6c42\u3002<\/li>\n<li>\u9700\u8981\u54ea\u4e9b\u7ed3\u679c\u8868\u3001\u56fe\u7247\u683c\u5f0f\u3001\u65b9\u6cd5\u8bb0\u5f55\uff0c\u4ee5\u53ca\u7ea6\u5b9a\u7684\u4ee3\u7801\u6216\u5bf9\u8c61\u6587\u4ef6\u3002<\/li>\n<li>\u662f\u5426\u9700\u8981\u7ed3\u679c\u8bb2\u89e3\uff0c\u5305\u542b\u51e0\u8f6e\u4fee\u6539\uff0c\u4ec0\u4e48\u60c5\u51b5\u9700\u8981\u91cd\u65b0\u8ba1\u7b97\u3002<\/li>\n<li>\u670d\u52a1\u5468\u671f\u4ece\u4f55\u65f6\u5f00\u59cb\uff0c\u6570\u636e\u7f3a\u5931\u6216\u4e2d\u9014\u4fee\u6539\u5206\u7ec4\u65f6\u5982\u4f55\u8c03\u6574\u3002<\/li>\n<li>\u6b63\u5f0f\u6570\u636e\u901a\u8fc7\u4ec0\u4e48\u65b9\u5f0f\u4f20\u8f93\uff0c\u8bbf\u95ee\u8303\u56f4\u3001\u4fdd\u5b58\u671f\u9650\u4e0e\u7ed3\u675f\u540e\u7684\u5904\u7406\u65b9\u5f0f\u5982\u4f55\u7ea6\u5b9a\u3002<\/li>\n<\/ul>\n<p>\u6d89\u53ca\u4eba\u5458\u8d44\u6599\u65f6\uff0c\u521d\u6b21\u54a8\u8be2\u4f7f\u7528\u9879\u76ee\u7f16\u53f7\u548c\u5fc5\u8981\u4fe1\u606f\u5373\u53ef\uff1b\u59d3\u540d\u3001\u8054\u7cfb\u65b9\u5f0f\u7b49\u4e0e\u5206\u6790\u65e0\u5173\u7684\u8eab\u4efd\u4fe1\u606f\u4e0d\u5fc5\u653e\u5165\u4ea4\u63a5\u8868\u3002\u5df2\u7ecf\u8131\u654f\u7684\u7814\u7a76\u6570\u636e\u4ecd\u5e94\u6309\u7ea6\u5b9a\u65b9\u5f0f\u4f20\u8f93\u3002<\/p>\n<h2>\u53ef\u4ee5\u76f4\u63a5\u7167\u7740\u586b\u5199\u7684\u9879\u76ee\u7b80\u8ff0<\/h2>\n<blockquote>\n<p>\u7814\u7a76\u76ee\u6807\uff1a\u8fd9\u6b21\u6700\u5e0c\u671b\u56de\u7b54\u7684\u95ee\u9898\u662f\u2026\u2026<\/p>\n<p>\u6570\u636e\u60c5\u51b5\uff1a\u6570\u636e\u7c7b\u578b\u4e3a\u2026\u2026\uff0c\u76ee\u524d\u6301\u6709\u7684\u6587\u4ef6\u6709\u2026\u2026<\/p>\n<p>\u6837\u672c\u8bbe\u8ba1\uff1a\u5171\u2026\u2026\u7ec4\uff0c\u5404\u7ec4\u72ec\u7acb\u6837\u672c\u6570\u4e3a\u2026\u2026\uff1b\u914d\u5bf9\u3001\u65f6\u95f4\u70b9\u548c\u6279\u6b21\u60c5\u51b5\u4e3a\u2026\u2026<\/p>\n<p>\u5df2\u6709\u7ed3\u679c\uff1a\u5df2\u5b8c\u6210\u2026\u2026\uff0c\u5f53\u524d\u4e3b\u8981\u56f0\u96be\u662f\u2026\u2026<\/p>\n<p>\u671f\u671b\u4ea4\u4ed8\uff1a\u9700\u8981\u2026\u2026\uff0c\u5e0c\u671b\u5b8c\u6210\u65f6\u95f4\u4e3a\u2026\u2026\uff0c\u9884\u7b97\u8303\u56f4\u4e3a\u2026\u2026<\/p>\n<\/blockquote>\n<p>\u6682\u65f6\u65e0\u6cd5\u586b\u5199\u7684\u9879\u76ee\u53ef\u4ee5\u6807\u6ce8\u201c\u5f85\u786e\u8ba4\u201d\u3002\u4e0d\u5fc5\u4e3a\u4e86\u63d0\u4ea4\u9700\u6c42\u800c\u731c\u6d4b\u6570\u636e\u683c\u5f0f\u6216\u8865\u586b\u4e0d\u5b58\u5728\u7684\u4fe1\u606f\u3002<\/p>\n<p>\u4e91\u751f\u4fe1\u53ef\u4ee5\u6839\u636e\u7814\u7a76\u95ee\u9898\u548c\u73b0\u6709\u8d44\u6599\uff0c\u6c9f\u901a\u6807\u51c6\u5206\u6790\u6216\u5b9a\u5236\u5206\u6790\u7684\u9002\u7528\u8303\u56f4\u3002\u4f60\u53ef\u4ee5\u628a\u4e0a\u9762\u7684\u9879\u76ee\u7b80\u8ff0\u4e0e\u6587\u4ef6\u6e05\u5355\u53d1\u6765\uff0c\u5148\u786e\u8ba4\u54ea\u4e9b\u8d44\u6599\u5df2\u5177\u5907\u3001\u54ea\u4e9b\u9700\u8981\u8865\u5145\uff0c\u518d\u5546\u5b9a\u65b9\u6848\u3001\u8d39\u7528\u548c\u5468\u671f\u3002<\/p>\n<p><a class=\"button\" data-ysx-event=\"contact_click\" href=\"https:\/\/work.weixin.qq.com\/kfid\/kfcb05492f29d4d6064\" target=\"_blank\" rel=\"noopener noreferrer\">\u54a8\u8be2\u751f\u4fe1\u5916\u5305\u8d44\u6599\u4e0e\u5206\u6790\u9700\u6c42<\/a><\/p>\n<p>\u8054\u7cfb\u65f6\u53ef\u6ce8\u660e\u201c\u5916\u5305\u8d44\u6599\u51c6\u5907\u201d\u3002\u5df2\u6709\u5355\u7ec6\u80de\u62a5\u544a\uff0c\u53ef\u7ee7\u7eed\u9605\u8bfb<a href=\"https:\/\/www.biocloudservice.com\/wordpress\/single-cell-report-next-analysis\/\">\u5982\u4f55\u5224\u65ad\u8fd8\u9700\u8981\u54ea\u4e9b\u6df1\u5165\u5206\u6790<\/a>\uff1b\u60f3\u4e86\u89e3\u7ed3\u679c\u5982\u4f55\u8fde\u63a5\u540e\u7eed\u5b9e\u9a8c\uff0c\u53ef\u9605\u8bfb<a href=\"https:\/\/www.biocloudservice.com\/wordpress\/rnaseq-results-to-validation-workflow\/\">\u8f6c\u5f55\u7ec4\u5206\u6790\u5230\u9a8c\u8bc1\u7684\u6d41\u7a0b\u793a\u4f8b<\/a>\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u751f\u4fe1\u5206\u6790\u5916\u5305\u524d\uff0c\u5982\u4f55\u6574\u7406\u539f\u59cb\u6570\u636e\u3001\u8868\u8fbe\u77e9\u9635\u3001\u6837\u672c\u5206\u7ec4\u3001\u914d\u5bf9\u5173\u7cfb\u548c\u4ea4\u4ed8\u8981\u6c42\uff1f\u8fd9\u4efd\u6e05\u5355\u533a\u5206\u9996\u8f6e\u54a8\u8be2\u4e0e\u6b63\u5f0f\u5f00\u5de5\u8d44\u6599\uff0c\u5e76\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u586b\u5199\u7684\u9879\u76ee\u7b80\u8ff0\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":""},"categories":[1],"tags":[99,97,98,96],"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/65459"}],"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=65459"}],"version-history":[{"count":1,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/65459\/revisions"}],"predecessor-version":[{"id":65462,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/65459\/revisions\/65462"}],"wp:attachment":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/media?parent=65459"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/categories?post=65459"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/tags?post=65459"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}