{"id":65846,"date":"2026-10-10T14:00:37","date_gmt":"2026-10-10T06:00:37","guid":{"rendered":"https:\/\/www.biocloudservice.com\/wordpress\/?post_type=ftc_question&#038;p=65846"},"modified":"2026-10-10T14:00:37","modified_gmt":"2026-10-10T06:00:37","slug":"public-data-missing-controls-conflicting-metadata","status":"publish","type":"ftc_question","link":"https:\/\/www.biocloudservice.com\/wordpress\/ferroptosis\/questions\/public-data-missing-controls-conflicting-metadata\/","title":{"rendered":"\u516c\u5171\u6570\u636e\u7f3a\u5bf9\u7167\u3001\u5206\u7ec4\u51b2\u7a81\u6216\u5143\u6570\u636e\u4e0d\u5168\u600e\u4e48\u529e\uff1f"},"content":{"rendered":"<p class=\"ftc-answer-first\"><strong>\u5148\u770b\u7ed3\u8bba\uff1a<\/strong>\u5148\u5224\u65ad\u7f3a\u5931\u7684\u662f\u53ef\u8ffd\u8865\u7684\u5b57\u6bb5\uff0c\u8fd8\u662f\u8ba9\u539f\u95ee\u9898\u65e0\u6cd5\u8bc6\u522b\u7684\u8bbe\u8ba1\u4fe1\u606f\u3002\u5206\u7ec4\u51b2\u7a81\u9700\u56de\u5230\u539f\u59cb\u6837\u672c\u8bb0\u5f55\u4e0e\u8bba\u6587\u6750\u6599\u89e3\u51b3\uff1b\u7f3a\u5931\u5bf9\u7167\u4e0d\u80fd\u901a\u8fc7\u7ed9\u53e6\u4e00\u5e73\u53f0\u968f\u610f\u8d34\u4e0a\u201c\u6b63\u5e38\u7ec4\u201d\u8865\u9f50\u3002\u65e0\u6cd5\u6838\u5b9e\u7684\u6837\u672c\u5e94\u660e\u786e\u6807\u8bb0\u3001\u6309\u9884\u5b9a\u89c4\u5219\u6392\u9664\u6216\u964d\u4f4e\u7814\u7a76\u7ed3\u8bba\u3002<\/p>\n<h2>\u9002\u7528\u60c5\u51b5<\/h2>\n<p>\u8868\u8fbe\u6587\u4ef6\u53ef\u4e0b\u8f7d\uff0c\u4f46\u5bf9\u7167\u4e0d\u8db3\u3001\u5206\u7ec4\u8868\u4e0e\u8bba\u6587\u4e0d\u4e00\u81f4\u3001\u4f9b\u4f53\u8eab\u4efd\u4e0d\u6e05\uff0c\u6216\u6279\u6b21\u548c\u7ec4\u522b\u91cd\u53e0\u3002<\/p>\n<h2>\u5efa\u8bae\u6309\u8fd9\u4e2a\u987a\u5e8f\u68c0\u67e5<\/h2>\n<ol>\n<li>\u4fdd\u5b58\u6587\u4ef6\u539f\u6837\uff0c\u5efa\u7acb\u6bcf\u4e2a\u6837\u672c\u7684\u7f16\u53f7\u3001\u5206\u7ec4\u3001\u6765\u6e90\u8bc1\u636e\u548c\u51b2\u7a81\u72b6\u6001\u8868\uff0c\u907f\u514d\u8fb9\u731c\u8fb9\u4fee\u6539\u539f\u8868\u3002<\/li>\n<li>\u5bf9\u7167 GSE\/GSM\u3001\u8865\u5145\u6750\u6599\u548c\u4f5c\u8005\u4ee3\u7801\uff0c\u533a\u5206\u6587\u4ef6\u547d\u540d\u9519\u8bef\u3001\u4e0d\u540c\u5206\u6790\u5b50\u96c6\u4e0e\u771f\u6b63\u65e0\u6cd5\u89e3\u91ca\u7684\u77db\u76fe\u3002<\/li>\n<li>\u7f3a\u5931\u5173\u952e\u5b57\u6bb5\u65f6\u8bc4\u4f30\u80fd\u5426\u4ece\u516c\u5f00\u6750\u6599\u8865\u9f50\uff1b\u63a8\u65ad\u503c\u4e0e\u5df2\u786e\u8ba4\u503c\u5fc5\u987b\u5206\u5f00\u8bb0\u5f55\u3002<\/li>\n<li>\u68c0\u67e5\u7ec4\u522b\u3001\u6279\u6b21\u548c\u914d\u5bf9\u7ed3\u6784\u662f\u5426\u53ef\u8bc6\u522b\uff1b\u5b8c\u5168\u6df7\u6742\u65f6\u5bfb\u627e\u66f4\u5408\u9002\u7684\u6570\u636e\u6216\u6539\u53d8\u95ee\u9898\u3002<\/li>\n<li>\u6309\u9884\u5148\u5199\u660e\u7684\u7eb3\u5165\u6392\u9664\u6807\u51c6\u5206\u6790\uff0c\u5e76\u62a5\u544a\u7f3a\u5931\u3001\u6392\u9664\u53ca\u5176\u5bf9\u7ed3\u8bba\u7684\u5f71\u54cd\u3002<\/li>\n<\/ol>\n<h2>\u4e0d\u540c\u7f3a\u53e3\u600e\u6837\u5904\u7406<\/h2>\n<div class=\"ftc-table-wrap\" role=\"region\" tabindex=\"0\" aria-label=\"\u4e0d\u540c\u7f3a\u53e3\u600e\u6837\u5904\u7406\">\n<table>\n<thead>\n<tr>\n<th scope=\"col\">\u53d1\u73b0\u7684\u95ee\u9898<\/th>\n<th scope=\"col\">\u53ef\u6267\u884c\u5904\u7406<\/th>\n<th scope=\"col\">\u5e94\u6682\u505c\u7684\u7ed3\u8bba<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u4e2a\u522b\u975e\u6838\u5fc3\u534f\u53d8\u91cf\u7f3a\u5931<\/td>\n<td>\u62a5\u544a\u7f3a\u5931\u673a\u5236\uff0c\u8bc4\u4f30\u9002\u5f53\u65b9\u6cd5\u4e0e\u654f\u611f\u6027\u5206\u6790<\/td>\n<td>\u7f3a\u5931\u5b8c\u5168\u65e0\u5f71\u54cd<\/td>\n<\/tr>\n<tr>\n<td>\u75c5\u4f8b\/\u5bf9\u7167\u6807\u7b7e\u4e92\u76f8\u77db\u76fe<\/td>\n<td>\u9010\u6837\u672c\u8ffd\u6eaf\u6765\u6e90\uff0c\u65e0\u6cd5\u786e\u8ba4\u5219\u6392\u9664\u76f8\u5173\u6bd4\u8f83<\/td>\n<td>\u6309\u8868\u8fbe\u805a\u7c7b\u53cd\u63a8\u771f\u5b9e\u6807\u7b7e<\/td>\n<\/tr>\n<tr>\n<td>\u6ca1\u6709\u5065\u5eb7\u5bf9\u7167<\/td>\n<td>\u6539\u4e3a\u961f\u5217\u5185\u660e\u786e\u4e9a\u7ec4\u95ee\u9898\u6216\u5bfb\u627e\u5408\u9002\u5bf9\u7167<\/td>\n<td>\u76f4\u63a5\u58f0\u79f0\u75be\u75c5\u7279\u5f02\u53d8\u5316<\/td>\n<\/tr>\n<tr>\n<td>\u4e00\u4e2a\u6279\u6b21\u5168\u75c5\u4f8b\u3001\u53e6\u4e00\u4e2a\u5168\u5bf9\u7167<\/td>\n<td>\u68c0\u67e5\u80fd\u5426\u83b7\u5f97\u6279\u6b21\u5185\u6bd4\u8f83<\/td>\n<td>\u9760\u6279\u6b21\u6821\u6b63\u6062\u590d\u72ec\u7acb\u75be\u75c5\u6548\u5e94<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p class=\"ftc-inline-sources\">\u4f9d\u636e\uff1a<a href=\"https:\/\/www.ncbi.nlm.nih.gov\/geo\/query\/acc.cgi\" target=\"_blank\" rel=\"noopener noreferrer\">NCBI GEO\uff1a\u68c0\u7d22\u4e0e\u8bb0\u5f55\u5165\u53e3<\/a> \u00b7 <a href=\"https:\/\/bioconductor.org\/packages\/release\/bioc\/vignettes\/DESeq2\/inst\/doc\/DESeq2.html\" target=\"_blank\" rel=\"noopener noreferrer\">DESeq2 \u5b98\u65b9\u6559\u7a0b\uff1a\u8f93\u5165\u3001\u8bbe\u8ba1\u77e9\u9635\u4e0e\u6280\u672f\u91cd\u590d<\/a><\/p>\n<h2>\u53ef\u590d\u7528\u7684\u51b2\u7a81\u8bb0\u5f55\u8868<\/h2>\n<p>\u8fd9\u662f\u683c\u5f0f\u793a\u4f8b\uff0c\u4e0d\u5bf9\u5e94\u771f\u5b9e\u6837\u672c\u3002resolution \u5e94\u5199\u6e05\u6700\u7ec8\u5224\u65ad\u53ca\u7406\u7531\uff0c\u4e0d\u80fd\u53ea\u4fdd\u7559\u4fee\u6539\u540e\u7684\u503c\u3002\u5206\u6790\u811a\u672c\u8bfb\u53d6\u7ecf\u786e\u8ba4\u7684\u5206\u7ec4\u8868\uff0c\u5e76\u68c0\u67e5\u6837\u672c\u96c6\u5408\u4e0e\u8868\u8fbe\u5217\u540d\u4e00\u81f4\u3002<\/p>\n<p>\u82e5\u627e\u4e0d\u5230\u8db3\u591f\u8bc1\u636e\uff0c\u4e0d\u5e94\u628a\u8868\u8fbe\u805a\u7c7b\u6700\u63a5\u8fd1\u7684\u4e00\u7ec4\u5f53\u6210\u201c\u7ea0\u6b63\u6807\u7b7e\u201d\u7684\u4f9d\u636e\u3002\u8fd9\u6837\u505a\u4f1a\u628a\u8981\u68c0\u9a8c\u7684\u7ed3\u679c\u53cd\u8fc7\u6765\u7528\u4e8e\u5b9a\u4e49\u6807\u7b7e\uff0c\u5f62\u6210\u5faa\u73af\u8bba\u8bc1\u3002<\/p>\n<pre class=\"ftc-code\"><code>sample_id\tfield\trecord_A\trecord_B\tresolution\tevidence\nDEMO_S01\tgroup\tcase\tcontrol\tunresolved\t\u5f85\u6838\u5bf9\u539f\u59cb\u6750\u6599<\/code><\/pre>\n<h2>\u53ea\u5269\u5c11\u91cf\u6837\u672c\u65f6\u8fd8\u80fd\u505a\u4ec0\u4e48<\/h2>\n<p>\u53ef\u4ee5\u6574\u7406\u6570\u636e\u53ef\u7528\u6027\u3001\u63cf\u8ff0\u8868\u8fbe\u6a21\u5f0f\u6216\u63d0\u51fa\u5f85\u9a8c\u8bc1\u5047\u8bbe\uff0c\u4f46\u5e94\u8bc4\u4f30\u5269\u4f59\u72ec\u7acb\u91cd\u590d\u662f\u5426\u652f\u6301\u539f\u5b9a\u63a8\u65ad\u3002\u5220\u9664\u5f02\u5e38\u6837\u672c\u7684\u89c4\u5219\u8981\u57fa\u4e8e\u8d28\u91cf\u4e0e\u8bb0\u5f55\uff0c\u4e0d\u80fd\u53ea\u56e0\u4e3a\u5220\u9664\u540e\u7ed3\u679c\u663e\u8457\u3002<\/p>\n<p>\u82e5\u5916\u90e8\u961f\u5217\u53ea\u80fd\u63d0\u4f9b\u90e8\u5206\u4fe1\u606f\uff0c\u5c31\u660e\u786e\u5b83\u9a8c\u8bc1\u7684\u662f\u65b9\u5411\u3001\u7ec6\u80de\u5b9a\u4f4d\u8fd8\u662f\u9884\u6d4b\u6027\u80fd\u4e2d\u7684\u54ea\u4e00\u9879\u3002\u5e76\u975e\u6bcf\u4e2a\u7f3a\u53e3\u90fd\u503c\u5f97\u6295\u5165\u66f4\u591a\u8ba1\u7b97\uff0c\u6570\u636e\u6838\u67e5\u5f80\u5f80\u5e94\u5148\u4e8e\u65b9\u6cd5\u6269\u5c55\u3002<\/p>\n<h2>\u4e0d\u80fd\u4ece\u5f53\u524d\u7ed3\u679c\u76f4\u63a5\u5f97\u51fa\u4ec0\u4e48<\/h2>\n<p>\u63d2\u8865\u4e0d\u80fd\u8865\u9020\u4e0d\u5b58\u5728\u7684\u7814\u7a76\u8bbe\u8ba1\u4fe1\u606f\u3002AI \u53ef\u4ee5\u6574\u7406\u51b2\u7a81\u548c\u67e5\u627e\u51fa\u5904\uff0c\u4f46\u4e0d\u80fd\u51ed\u8868\u8fbe\u5f62\u72b6\u521b\u9020\u5206\u7ec4\u3001\u4f9b\u4f53\u8eab\u4efd\u6216\u4e34\u5e8a\u7ed3\u5c40\u3002<\/p>\n<h2>\u4f9d\u636e\u4e0e\u7248\u672c<\/h2>\n<ul class=\"ftc-source-list\">\n<li><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/geo\/query\/acc.cgi\" target=\"_blank\" rel=\"noopener noreferrer\">NCBI GEO\uff1a\u68c0\u7d22\u4e0e\u8bb0\u5f55\u5165\u53e3<\/a><span>GEO \u5728\u7ebf\u8bb0\u5f55\uff1b2026-10-10 \u6838\u5bf9<\/span><\/li>\n<li><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/sra\/docs\/submitmeta\/\" target=\"_blank\" rel=\"noopener noreferrer\">NCBI SRA\uff1aStudy\u3001Sample\u3001Experiment \u4e0e Run \u5143\u6570\u636e\u7ed3\u6784<\/a><span>SRA \u5b98\u65b9\u8bf4\u660e\uff1b2026-10-10 \u6838\u5bf9<\/span><\/li>\n<li><a href=\"https:\/\/bioconductor.org\/packages\/release\/bioc\/vignettes\/DESeq2\/inst\/doc\/DESeq2.html\" target=\"_blank\" rel=\"noopener noreferrer\">DESeq2 \u5b98\u65b9\u6559\u7a0b\uff1a\u8f93\u5165\u3001\u8bbe\u8ba1\u77e9\u9635\u4e0e\u6280\u672f\u91cd\u590d<\/a><span>release \u5728\u7ebf\u6559\u7a0b\uff1b\u793a\u4f8b\u5e94\u5339\u914d\u672c\u5730\u7248\u672c<\/span><\/li>\n<\/ul>\n<p class=\"ftc-verification\">\u6700\u540e\u6838\u9a8c\uff1a2026-10-10\uff5c\u8d44\u6599\u6838\u9a8c\uff1aAI \u7f16\u5199\u4e0e\u516c\u5f00\u6765\u6e90\u6838\u5bf9\uff1b\u672a\u7ecf\u4eba\u5de5\u4e13\u5bb6\u5ba1\u9605<\/p>\n<p class=\"ftc-verification\">\u4f9d\u636e\u516c\u5f00\u6765\u6e90\u6838\u5bf9\u6982\u5ff5\u3001\u8f93\u5165\u3001\u8bc1\u636e\u8fb9\u754c\u4e0e\u7248\u672c\u53e3\u5f84\uff1b\u793a\u610f\u6570\u636e\u4e0d\u4ee3\u8868\u771f\u5b9e\u7814\u7a76\u7ed3\u679c\u3002\u4ec5\u6807\u660e\u7684\u5c0f\u578b\u4ee3\u7801\u793a\u4f8b\u7ecf\u8fc7\u8fd0\u884c\u68c0\u67e5\uff0c\u4e0d\u4ee3\u8868\u5b8c\u6574\u751f\u7269\u4fe1\u606f\u6d41\u7a0b\u6216\u539f\u8bba\u6587\u5df2\u590d\u73b0\u3002<\/p>\n<h2>\u7ee7\u7eed\u89e3\u51b3\u76f8\u5173\u95ee\u9898<\/h2>\n<ul class=\"ftc-related-reading\">\n<li><a href=\"https:\/\/www.biocloudservice.com\/wordpress\/ferroptosis\/questions\/cross-cohort-platform-species-ferroptosis-comparison\/\">\u4e0d\u540c\u961f\u5217\u3001\u5e73\u53f0\u6216\u7269\u79cd\u7684\u94c1\u6b7b\u4ea1\u7ed3\u679c\u600e\u6837\u6bd4\u8f83\uff1f<\/a><\/li>\n<li><a href=\"https:\/\/www.biocloudservice.com\/wordpress\/ferroptosis\/questions\/sample-run-technical-biological-replicates\/\">\u4e00\u4e2a\u6837\u672c\u5bf9\u5e94\u591a\u4e2a run\uff0c\u80fd\u4e0d\u80fd\u76f4\u63a5\u5f53\u6210\u591a\u4e2a\u6837\u672c\uff1f<\/a><\/li>\n<li><a href=\"https:\/\/www.biocloudservice.com\/wordpress\/ferroptosis\/questions\/can-my-data-support-ferroptosis-study\/\">\u6211\u73b0\u6709\u7684\u6570\u636e\u80fd\u4e0d\u80fd\u652f\u6491\u4e00\u4e2a\u94c1\u6b7b\u4ea1\u7814\u7a76\u4e3b\u9898\uff1f<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u5148\u5224\u65ad\u7f3a\u5931\u7684\u662f\u53ef\u8ffd\u8865\u7684\u5b57\u6bb5\uff0c\u8fd8\u662f\u8ba9\u539f\u95ee\u9898\u65e0\u6cd5\u8bc6\u522b\u7684\u8bbe\u8ba1\u4fe1\u606f\u3002\u5206\u7ec4\u51b2\u7a81\u9700\u56de\u5230\u539f\u59cb\u6837\u672c\u8bb0\u5f55\u4e0e\u8bba\u6587\u6750\u6599\u89e3\u51b3\uff1b\u7f3a\u5931\u5bf9\u7167\u4e0d\u80fd\u901a\u8fc7\u7ed9\u53e6\u4e00\u5e73\u53f0\u968f\u610f\u8d34\u4e0a\u201c\u6b63\u5e38\u7ec4\u201d\u8865\u9f50\u3002\u65e0\u6cd5\u6838\u5b9e\u7684\u6837\u672c\u5e94\u660e\u786e\u6807\u8bb0\u3001\u6309\u9884\u5b9a\u89c4\u5219\u6392\u9664\u6216\u964d\u4f4e\u7814\u7a76\u7ed3\u8bba\u3002<\/p>\n","protected":false},"template":"","class_list":["post-65846","ftc_question","type-ftc_question","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/ftc_question\/65846","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/ftc_question"}],"about":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/types\/ftc_question"}],"version-history":[{"count":1,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/ftc_question\/65846\/revisions"}],"predecessor-version":[{"id":65866,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/ftc_question\/65846\/revisions\/65866"}],"wp:attachment":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/media?parent=65846"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}