{"id":65852,"date":"2026-10-10T14:00:37","date_gmt":"2026-10-10T06:00:37","guid":{"rendered":"https:\/\/www.biocloudservice.com\/wordpress\/?post_type=ftc_question&p=65852"},"modified":"2026-10-10T14:00:37","modified_gmt":"2026-10-10T06:00:37","slug":"r-seurat-gsva-bioconductor-version-conflicts","status":"publish","type":"ftc_question","link":"https:\/\/www.biocloudservice.com\/wordpress\/ferroptosis\/questions\/r-seurat-gsva-bioconductor-version-conflicts\/","title":{"rendered":"R\u3001Seurat\u3001GSVA \u6216 Bioconductor \u7248\u672c\u51b2\u7a81\u600e\u6837\u6392\u67e5\uff1f"},"content":{"rendered":"

\u5148\u770b\u7ed3\u8bba\uff1a<\/strong>\u5148\u4fdd\u5b58\u7248\u672c\u548c\u5b8c\u6574\u62a5\u9519\uff0c\u518d\u533a\u5206\u5b89\u88c5\u5931\u8d25\u3001\u4f9d\u8d56\u4e0d\u517c\u5bb9\u3001\u51fd\u6570\u63a5\u53e3\u53d8\u5316\u4e0e\u8f93\u5165\u5bf9\u8c61\u53d8\u5316\u3002\u66f4\u65b0\u6240\u6709\u5305\u5e76\u4e0d\u603b\u80fd\u89e3\u51b3\u95ee\u9898\uff0c\u65e7\u6559\u7a0b\u4e5f\u672a\u5fc5\u80fd\u76f4\u63a5\u5728\u65b0\u73af\u5883\u8fd0\u884c\u3002\u5e94\u5728\u9694\u79bb\u9879\u76ee\u4e2d\u9009\u62e9\u201c\u6062\u590d\u539f\u73af\u5883\u201d\u6216\u201c\u8fc1\u79fb\u5230\u5f53\u524d\u63a5\u53e3\u201d\uff0c\u6bcf\u6b21\u53ea\u6539\u53d8\u4e00\u4e2a\u53ef\u6838\u5bf9\u7684\u56e0\u7d20\u3002<\/p>\n

\u9002\u7528\u60c5\u51b5<\/h2>\n

\u9047\u5230 package not available\u3001namespace load failed\u3001GSVA \u65e7\u8c03\u7528\u5931\u6548\u3001Seurat layer\/slot \u62a5\u9519\u7b49\u95ee\u9898\u3002<\/p>\n

\u5efa\u8bae\u6309\u8fd9\u4e2a\u987a\u5e8f\u68c0\u67e5<\/h2>\n
    \n
  1. \u4fdd\u5b58 sessionInfo\u3001R \u4e0e Bioconductor \u7248\u672c\u3001\u5e93\u8def\u5f84\u3001\u6700\u5c0f\u89e6\u53d1\u4ee3\u7801\u548c\u5b8c\u6574\u62a5\u9519\uff0c\u4e0d\u53ea\u622a\u6700\u540e\u4e00\u884c\u3002<\/li>\n
  2. \u786e\u8ba4 Bioconductor \u4e0e R \u914d\u5957\uff0c\u68c0\u67e5\u6df7\u88c5\u5e93\u8def\u5f84\u548c\u5305\u662f\u5426\u4ece\u9884\u671f\u6765\u6e90\u52a0\u8f7d\u3002<\/li>\n
  3. \u82e5\u51fd\u6570\u5df2\u5f03\u7528\uff0c\u67e5\u5f53\u524d\u6587\u6863\u7684\u53c2\u6570\u5bf9\u8c61\u6216\u65b0\u63a5\u53e3\uff1b\u82e5\u5bf9\u8c61\u5c42\u53d8\u5316\uff0c\u5148\u68c0\u67e5 assay \u548c layers\u3002<\/li>\n
  4. \u5728\u65b0\u9879\u76ee\u5e93\u6216\u9694\u79bb\u73af\u5883\u4e2d\u9a8c\u8bc1\u4fee\u590d\uff0c\u907f\u514d\u76f4\u63a5\u8986\u76d6\u4ecd\u7528\u4e8e\u5176\u4ed6\u9879\u76ee\u7684\u5de5\u4f5c\u73af\u5883\u3002<\/li>\n
  5. \u7528\u5c0f\u8f93\u5165\u68c0\u67e5\u8f93\u51fa\u7ed3\u6784\u3001\u57fa\u56e0\u4e0e\u6837\u672c\u987a\u5e8f\u548c\u6570\u503c\u5408\u7406\u6027\uff0c\u518d\u56fa\u5b9a\u73af\u5883\u5e76\u6062\u590d\u5168\u91cf\u4efb\u52a1\u3002<\/li>\n<\/ol>\n

    \u62a5\u9519\u4e0e\u68c0\u67e5\u5bf9\u8c61\u5bf9\u7167<\/h2>\n
    \n\n\n\n\n\n\n\n\n
    \u5178\u578b\u73b0\u8c61<\/th>\n\u4f18\u5148\u68c0\u67e5<\/th>\n\u4e0b\u4e00\u6b65<\/th>\n<\/tr>\n<\/thead>\n
    package is not available<\/td>\nR\/Bioconductor \u914d\u5bf9\u3001\u4ed3\u5e93\u3001\u5e73\u53f0<\/td>\n\u9009\u62e9\u517c\u5bb9\u73af\u5883\u548c\u5bf9\u5e94\u5b89\u88c5\u8def\u5f84<\/td>\n<\/tr>\n
    namespace \/ shared library \u52a0\u8f7d\u5931\u8d25<\/td>\n\u4f9d\u8d56\u7248\u672c\u3001\u5e93\u8def\u5f84\u3001\u7f16\u8bd1\u6216\u7cfb\u7edf\u5e93<\/td>\n\u4fdd\u7559\u5b8c\u6574\u65e5\u5fd7\uff0c\u5728\u9694\u79bb\u73af\u5883\u590d\u73b0<\/td>\n<\/tr>\n
    GSVA \u65e7\u8c03\u7528 defunct<\/td>\n\u672c\u5730 GSVA \u7248\u672c\u4e0e\u53c2\u8003\u624b\u518c<\/td>\n\u4f7f\u7528 gsvaParam \u6216 ssgseaParam \u7b49\u5bf9\u5e94\u63a5\u53e3<\/td>\n<\/tr>\n
    Seurat \u591a layers \u8bbf\u95ee\u51b2\u7a81<\/td>\nAssay \u7c7b\u548c Layers \u8fd4\u56de\u503c<\/td>\n\u660e\u786e\u8981\u53d6\u54ea\u5c42\uff0c\u6309\u5bf9\u8c61\u8bbe\u8ba1\u9009\u62e9\u8bbf\u95ee\u6216\u5408\u5e76<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n

    \u4f9d\u636e\uff1aBioconductor \u5b89\u88c5\u4e0e\u7248\u672c\u4e00\u81f4\u6027\u68c0\u67e5<\/a> \u00b7 Bioconductor GSVA \u53c2\u8003\u624b\u518c<\/a> \u00b7 Seurat v5\uff1aassay\u3001layer \u4e0e\u6570\u636e\u8bbf\u95ee<\/a><\/p>\n

    \u5148\u8fd0\u884c\u8fd9\u6bb5\u53ea\u8bfb\u73af\u5883\u8bca\u65ad<\/h2>\n

    \u8be5\u4ee3\u7801\u4e0d\u5b89\u88c5\u3001\u5347\u7ea7\u6216\u5220\u9664\u5305\u3002\u82e5\u5df2\u5b89\u88c5 BiocManager\uff0c\u53ef\u53e6\u8fd0\u884c BiocManager::version()\uff1bBiocManager::valid() \u53ef\u68c0\u67e5\u73af\u5883\u4e00\u81f4\u6027\uff0c\u53ef\u80fd\u9700\u8981\u8bbf\u95ee\u8f6f\u4ef6\u4ed3\u5e93\u3002\u5206\u4eab\u8f93\u51fa\u524d\u5220\u9664\u7528\u6237\u540d\u3001\u79c1\u6709\u8def\u5f84\u548c\u9879\u76ee\u8eab\u4efd\u4fe1\u606f\u3002<\/p>\n

    print(R.version.string)\nprint(.libPaths())\nfor (p in c('Seurat', 'SeuratObject', 'GSVA', 'BiocManager')) {\n  if (requireNamespace(p, quietly = TRUE)) {\n    print(c(package = p, version = as.character(packageVersion(p)),\n            path = find.package(p)))\n  } else {\n    message(p, ': not installed')\n  }\n}\nsessionInfo()<\/code><\/pre>\n
    \u4f9d\u636e\uff1aBioconductor \u5b89\u88c5\u4e0e\u7248\u672c\u4e00\u81f4\u6027\u68c0\u67e5<\/a><\/p>\n
    \u4e24\u4e2a\u63a5\u53e3\u53d8\u5316\u4f8b\u5b50<\/h2>\n
    GSVA \u53c2\u6570\u5bf9\u8c61\u63a5\u53e3\u7684\u7ed3\u6784\u662f\u5148\u6784\u9020\u53c2\u6570\u5bf9\u8c61\uff0c\u518d\u8c03\u7528 gsva()\uff1bssGSEA \u5e94\u9009\u62e9\u5bf9\u5e94\u7684 ssgseaParam()\u3002\u77e9\u9635\u3001\u57fa\u56e0\u96c6\u548c\u5176\u4ed6\u53c2\u6570\u4ecd\u8981\u6309\u672c\u5730\u5e2e\u52a9\u586b\u5199\uff0c\u4e0d\u80fd\u53ea\u6539\u51fd\u6570\u540d\u5c31\u8ba4\u4e3a\u7ed3\u679c\u5df2\u7ecf\u7b49\u4ef7\u3002<\/p>\n
    Seurat v5 \u5c06\u6570\u636e\u7ec4\u7ec7\u5728 layers \u4e2d\u3002\u62a5\u591a\u5c42\u9519\u8bef\u65f6\u5148\u770b Layers(obj[["RNA"]])\uff0c\u518d\u786e\u5b9a\u662f\u8bbf\u95ee\u7279\u5b9a\u5c42\u8fd8\u662f\u5728\u9002\u5f53\u6b65\u9aa4\u5408\u5e76\uff1bJoinLayers \u4e0d\u662f\u6240\u6709\u5bf9\u8c61\u548c\u6240\u6709\u62a5\u9519\u7684\u901a\u7528\u4fee\u590d\u3002\u4fee\u590d\u540e\u8bb0\u5f55\u9009\u62e9\u7684\u8f93\u5165\u5c42\uff0c\u5e76\u68c0\u67e5\u57fa\u56e0\u548c\u7ec6\u80de\u662f\u5426\u4fdd\u7559\u3002<\/p>\n
    \u4f9d\u636e\uff1aBioconductor GSVA \u53c2\u8003\u624b\u518c<\/a> \u00b7 Seurat v5\uff1aassay\u3001layer \u4e0e\u6570\u636e\u8bbf\u95ee<\/a><\/p>\n
    \u6062\u590d\u8fd8\u662f\u5347\u7ea7<\/h2>\n
    \u82e5\u76ee\u7684\u662f\u590d\u73b0\u5df2\u53d1\u8868\u7ed3\u679c\uff0c\u4f18\u5148\u5c1d\u8bd5\u53ef\u8ffd\u6eaf\u7684\u539f\u73af\u5883\uff1b\u82e5\u76ee\u7684\u662f\u65b0\u7814\u7a76\uff0c\u53ef\u4ee5\u8fc1\u79fb\u5230\u7ef4\u62a4\u4e2d\u7684\u517c\u5bb9\u7248\u672c\uff0c\u5e76\u7528\u56fa\u5b9a\u5c0f\u8f93\u5165\u5bf9\u7167\u53d8\u5316\u3002renv \u80fd\u8bb0\u5f55 R \u5305\u4f9d\u8d56\uff0c\u4f46\u7cfb\u7edf\u5e93\u3001\u5916\u90e8\u6570\u636e\u5e93\u548c\u64cd\u4f5c\u7cfb\u7edf\u4ecd\u9700\u5355\u72ec\u8bb0\u5f55\u3002<\/p>\n
    \u4f9d\u636e\uff1arenv\uff1a\u9879\u76ee\u73af\u5883\u3001\u9501\u6587\u4ef6\u548c\u6062\u590d<\/a><\/p>\n
    \u4e0d\u80fd\u4ece\u5f53\u524d\u7ed3\u679c\u76f4\u63a5\u5f97\u51fa\u4ec0\u4e48<\/h2>\n
    \u540c\u4e00\u62a5\u9519\u6587\u5b57\u53ef\u80fd\u6709\u4e0d\u540c\u539f\u56e0\u3002\u672c\u6587\u6ca1\u6709\u66ff\u4f60\u6267\u884c\u5305\u5347\u7ea7\uff1b\u73af\u5883\u8bca\u65ad\u4ee3\u7801\u8fd0\u884c\u6210\u529f\u4e5f\u4e0d\u4ee3\u8868 Seurat \u6216 GSVA \u7684\u5b8c\u6574\u5206\u6790\u6d41\u7a0b\u5df2\u7ecf\u901a\u8fc7\u3002<\/p>\n
    \u4f9d\u636e\u4e0e\u7248\u672c<\/h2>\n