{"id":66354,"date":"2026-11-05T17:06:52","date_gmt":"2026-11-05T09:06:52","guid":{"rendered":"https:\/\/www.biocloudservice.com\/wordpress\/?p=66354"},"modified":"2026-11-05T17:06:52","modified_gmt":"2026-11-05T09:06:52","slug":"spatial-transcriptomics-presales-01-analysis-overview","status":"publish","type":"post","link":"https:\/\/www.biocloudservice.com\/wordpress\/spatial-transcriptomics-presales-01-analysis-overview\/","title":{"rendered":"\u7a7a\u95f4\u8f6c\u5f55\u7ec4\u80fd\u89e3\u51b3\u4ec0\u4e48\u95ee\u9898\uff1f8\u7c7b\u5e38\u89c1\u5206\u6790\u4e0e\u5ba2\u6237\u6c9f\u901a\u8981\u70b9\uff081\/5\uff09"},"content":{"rendered":"<style>#articleContent{max-width:900px;margin:auto;color:#26364a;font-size:17px;line-height:1.85;overflow-wrap:anywhere}#articleContent p{margin:17px 0}#articleContent h2{font-size:25px;line-height:1.5;color:#0868dc;border-left:5px solid #ff9b32;padding-left:14px;margin:38px 0 18px}#articleContent h3{font-size:19px;color:#174c83;margin:25px 0 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\u7bc7<\/p>\n<p>\u5ba2\u6237\u95ee\u201c\u7a7a\u95f4\u8f6c\u5f55\u7ec4\u80fd\u505a\u54ea\u4e9b\u5206\u6790\u201d\uff0c\u5982\u679c\u53ea\u56de\u7b54\u201c\u805a\u7c7b\u3001\u5dee\u5f02\u3001\u5bcc\u96c6\u3001\u901a\u8baf\u201d\uff0c\u5ba2\u6237\u4ecd\u7136\u4e0d\u77e5\u9053\uff1a\u8fd9\u4e9b\u5206\u6790\u4e3a\u4ec0\u4e48\u503c\u5f97\u505a\uff0c\u80fd\u5e2e\u8bfe\u9898\u63a8\u8fdb\u54ea\u4e00\u6b65\u3002<\/p>\n<p><strong>\u7a7a\u95f4\u8f6c\u5f55\u7ec4\u6700\u503c\u5f97\u8bb2\u6e05\u7684\u4ef7\u503c\uff0c\u662f\u628a\u57fa\u56e0\u8868\u8fbe\u653e\u56de\u7ec4\u7ec7\u4f4d\u7f6e\uff1a\u4ec0\u4e48\u4fe1\u53f7\u51fa\u73b0\u5728\u4ec0\u4e48\u533a\u57df\uff0c\u54ea\u4e9b\u7ec6\u80de\u805a\u5728\u4e00\u8d77\uff0c\u5dee\u5f02\u53d1\u751f\u5728\u4ec0\u4e48\u5c40\u90e8\u73af\u5883\u3002<\/strong>\u5f53\u7814\u7a76\u95ee\u9898\u4e0e\u7ec4\u7ec7\u7ed3\u6784\u3001\u75c5\u7076\u8fb9\u754c\u6216\u7ec6\u80de\u90bb\u8fd1\u5173\u7cfb\u6709\u5173\u65f6\uff0c\u8fd9\u4e9b\u4fe1\u606f\u5c24\u5176\u6709\u7528\u3002<\/p>\n<p>\u672c\u6587\u4f9b\u552e\u524d\u6280\u672f\u8001\u5e08\u51c6\u5907\u5ba2\u6237\u6c9f\u901a\u3002\u5148\u7528\u4e00\u5f20\u8868\u770b\u6e05\u5e38\u89c1\u5206\u6790\uff0c\u518d\u770b\u5982\u4f55\u9009\u62e9\u9879\u76ee\u5207\u5165\u70b9\uff0c\u4ee5\u53ca\u54ea\u4e9b\u7ed3\u8bba\u9700\u8981\u4fdd\u7559\u8fb9\u754c\u3002<\/p>\n<figure><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2026\/11\/spatial-presales-series-20261105-part-01-spatial-poster.png?resize=1200%2C680&#038;ssl=1\" width=\"1200\" height=\"680\" alt=\"\u7a7a\u95f4\u8f6c\u5f55\u7ec4\u6280\u672f\u6c9f\u901a\u8981\u70b9\uff1a\u5b9a\u4f4d\u7ec4\u7ec7\u533a\u57df\u3001\u6bd4\u8f83\u5c40\u90e8\u72b6\u6001\u3001\u7b5b\u9009\u90bb\u57df\u4e0e\u901a\u8baf\u7ebf\u7d22\uff1b\u5148\u6838\u5bf9\u5e73\u53f0\u3001\u6837\u672c\u4e0e\u7814\u7a76\u76ee\u6807\uff0c\u7a7a\u95f4\u76f8\u5173\u9700\u8981\u540e\u7eed\u9a8c\u8bc1\u3002\"><figcaption>\u5206\u6790\u9009\u62e9\u793a\u610f\uff0c\u975e\u5b9e\u9a8c\u7ed3\u679c\u3002\u5148\u628a\u5ba2\u6237\u95ee\u9898\u8bf4\u5177\u4f53\uff0c\u518d\u9009\u62e9\u5206\u6790\u6a21\u5757\u3002<\/figcaption><\/figure>\n<h2>\u4e00\u3001\u5148\u7528\u4e00\u53e5\u8bdd\u8bf4\u660e\uff1a\u7a7a\u95f4\u4fe1\u606f\u8865\u4e0a\u4e86\u4ec0\u4e48\uff1f<\/h2>\n<blockquote><p>\u201c\u5982\u679c\u60a8\u5df2\u7ecf\u77e5\u9053\u67d0\u7c7b\u7ec6\u80de\u6216\u67d0\u4e2a\u57fa\u56e0\u53d1\u751f\u4e86\u53d8\u5316\uff0c\u7a7a\u95f4\u5206\u6790\u53ef\u4ee5\u8fdb\u4e00\u6b65\u770b\uff1a\u53d8\u5316\u96c6\u4e2d\u5728\u7ec4\u7ec7\u7684\u54ea\u91cc\uff0c\u5468\u56f4\u662f\u4ec0\u4e48\u7ec6\u80de\uff0c\u4e0e\u75c5\u7406\u533a\u57df\u662f\u5426\u5bf9\u5e94\u3002\u8fd9\u6837\u80fd\u5e2e\u52a9\u7f29\u5c0f\u540e\u7eed\u9a8c\u8bc1\u7684\u533a\u57df\u548c\u5019\u9009\u8303\u56f4\u3002\u201d<\/p><\/blockquote>\n<p>\u4f8b\u5982\uff0c\u540c\u6837\u68c0\u6d4b\u5230\u514d\u75ab\u76f8\u5173\u4fe1\u53f7\uff0c<strong>\u5206\u5e03\u5728\u75c5\u7076\u5185\u90e8\u3001\u8fb9\u7f18\u8fd8\u662f\u5468\u56f4\u95f4\u8d28<\/strong>\uff0c\u5bf9\u5e94\u7684\u662f\u4e0d\u540c\u7684\u7a7a\u95f4\u89c2\u5bdf\u3002\u7a7a\u95f4\u5206\u6790\u80fd\u63cf\u8ff0\u5e76\u91cf\u5316\u8fd9\u79cd\u5dee\u522b\uff1b\u81f3\u4e8e\u5b83\u662f\u5426\u9020\u6210\u67d0\u79cd\u751f\u7269\u5b66\u6548\u5e94\uff0c\u8fd8\u8981\u7ee7\u7eed\u9a8c\u8bc1\u3002<\/p>\n<p>\u5982\u679c\u5ba2\u6237\u53ea\u5173\u5fc3\u6574\u4f53\u8868\u8fbe\u5dee\u5f02\uff0c\u6682\u65f6\u6ca1\u6709\u201c\u4f4d\u7f6e\u201d\u76f8\u5173\u7684\u95ee\u9898\uff0c\u5e94\u5148\u6bd4\u8f83\u5e38\u89c4\u8f6c\u5f55\u7ec4\u3001\u5355\u7ec6\u80de\u4e0e\u7a7a\u95f4\u65b9\u6848\u7684\u9002\u7528\u6027\u3002\u7a7a\u95f4\u8f6c\u5f55\u7ec4\u5e76\u975e\u6bcf\u4e2a\u8bfe\u9898\u90fd\u5fc5\u987b\u589e\u52a0\u7684\u4e00\u9879\u3002<a class=\"ref\" href=\"https:\/\/www.10xgenomics.com\/analysis-guides\/clustering-single-cell-spatial\">[2]<\/a><\/p>\n<h2>\u4e8c\u30018 \u7c7b\u5e38\u89c1\u5206\u6790\uff1a\u8ba9\u5ba2\u6237\u542c\u61c2\u201c\u80fd\u5f97\u5230\u4ec0\u4e48\u201d<\/h2>\n<p>\u4e0b\u8868\u4e2d\u7684\u4ea4\u4ed8\u7269\u662f<strong>\u53ef\u8ba8\u8bba\u7684\u5206\u6790\u8f93\u51fa\u793a\u4f8b<\/strong>\uff0c\u5177\u4f53\u662f\u5426\u7eb3\u5165\u9879\u76ee\uff0c\u8981\u6309\u5e73\u53f0\u3001\u6570\u636e\u548c\u7814\u7a76\u76ee\u6807\u786e\u8ba4\u3002\u516b\u7c7b\u5185\u5bb9\u4e0d\u4ee3\u8868\u6bcf\u4e2a\u9879\u76ee\u90fd\u5fc5\u987b\u505a\u5168\u5957\u3002<\/p>\n<table class=\"stack-table\">\n<thead>\n<tr>\n<th scope=\"col\">\u5e38\u89c1\u5206\u6790<\/th>\n<th scope=\"col\">\u56de\u7b54\u5ba2\u6237\u4ec0\u4e48\u95ee\u9898<\/th>\n<th scope=\"col\">\u53ef\u4ea4\u4ed8\u4ec0\u4e48\uff0c\u5e26\u6765\u4ec0\u4e48\u4ef7\u503c<\/th>\n<th scope=\"col\">\u5173\u952e\u524d\u63d0\u6216\u8fb9\u754c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td data-label=\"\u5e38\u89c1\u5206\u6790\">1. \u8d28\u63a7\u4e0e\u56fe\u50cf\u6838\u5bf9<\/td>\n<td data-label=\"\u56de\u7b54\u5ba2\u6237\u4ec0\u4e48\u95ee\u9898\">\u8fd9\u4efd\u6570\u636e\u548c\u7ec4\u7ec7\u533a\u57df\uff0c\u80fd\u4e0d\u80fd\u652f\u6301\u540e\u7eed\u5206\u6790\uff1f<\/td>\n<td data-label=\"\u53ef\u4ea4\u4ed8\u4ec0\u4e48\uff0c\u5e26\u6765\u4ec0\u4e48\u4ef7\u503c\">\u8d28\u91cf\u6982\u89c8\u3001\u53ef\u7528\u533a\u57df\u548c\u5f02\u5e38\u8bf4\u660e\u3002\u5e2e\u52a9\u660e\u786e\u54ea\u4e9b\u7ed3\u679c\u53ef\u4ee5\u7ee7\u7eed\u89e3\u8bfb\u3002<\/td>\n<td data-label=\"\u5173\u952e\u524d\u63d0\u6216\u8fb9\u754c\">\u6838\u5bf9\u7ec4\u7ec7\u8986\u76d6\u3001\u8868\u8fbe\u8d28\u91cf\u3001\u56fe\u50cf\u914d\u51c6\uff1b\u6d89\u53ca\u7ec6\u80de\u5206\u5272\u65f6\u68c0\u67e5\u5206\u5272\u8d28\u91cf\u3002<a class=\"ref\" href=\"https:\/\/www.10xgenomics.com\/support\/software\/xenium-onboard-analysis\/latest\/analysis\/xoa-output-understanding-outputs\">[7]<\/a><\/td>\n<\/tr>\n<tr>\n<td data-label=\"\u5e38\u89c1\u5206\u6790\">2. \u7a7a\u95f4\u5206\u533a\u4e0e\u533a\u57df\u6ce8\u91ca<\/td>\n<td data-label=\"\u56de\u7b54\u5ba2\u6237\u4ec0\u4e48\u95ee\u9898\">\u7ec4\u7ec7\u91cc\u6709\u54ea\u4e9b\u8868\u8fbe\u4e0d\u540c\u7684\u533a\u57df\uff1f\u4e0e\u75c5\u7406\u5206\u533a\u80fd\u5426\u5bf9\u5e94\uff1f<\/td>\n<td data-label=\"\u53ef\u4ea4\u4ed8\u4ec0\u4e48\uff0c\u5e26\u6765\u4ec0\u4e48\u4ef7\u503c\">\u533a\u57df\u5206\u5e03\u56fe\u548c\u6807\u8bb0\u57fa\u56e0\uff0c\u8f85\u52a9\u786e\u5b9a\u91cd\u70b9\u6bd4\u8f83\u7684\u533a\u57df\u3002<\/td>\n<td data-label=\"\u5173\u952e\u524d\u63d0\u6216\u8fb9\u754c\">\u8868\u8fbe\u805a\u7c7b\u9700\u8981\u7ed3\u5408\u7ec4\u7ec7\u5f62\u6001\u3001\u6807\u8bb0\u548c\u4e13\u4e1a\u77e5\u8bc6\u89e3\u91ca\uff0c\u4e0d\u80fd\u81ea\u52a8\u7b49\u540c\u4e8e\u75c5\u7406\u8bca\u65ad\u3002<a class=\"ref\" href=\"https:\/\/www.10xgenomics.com\/support\/software\/space-ranger\/latest\/algorithms-overview\/gene-expression\">[1]<\/a><\/td>\n<\/tr>\n<tr>\n<td data-label=\"\u5e38\u89c1\u5206\u6790\">3. \u7ec6\u80de\u7c7b\u578b\u5b9a\u4f4d\u4e0e\u89e3\u5377\u79ef<\/td>\n<td data-label=\"\u56de\u7b54\u5ba2\u6237\u4ec0\u4e48\u95ee\u9898\">\u54ea\u4e9b\u7ec6\u80de\u4e3b\u8981\u5206\u5e03\u5728\u54ea\u91cc\uff1f\u4e00\u4e2a\u6df7\u5408\u91c7\u6837\u70b9\u91cc\u53ef\u80fd\u6709\u4ec0\u4e48\u7ec6\u80de\uff1f<\/td>\n<td data-label=\"\u53ef\u4ea4\u4ed8\u4ec0\u4e48\uff0c\u5e26\u6765\u4ec0\u4e48\u4ef7\u503c\">\u7ec6\u80de\u7c7b\u578b\u6216\u4e30\u5ea6\u5206\u5e03\u56fe\uff0c\u5e2e\u52a9\u5b9a\u4f4d\u5173\u6ce8\u7ec6\u80de\u3002<\/td>\n<td data-label=\"\u5173\u952e\u524d\u63d0\u6216\u8fb9\u754c\">\u6df7\u5408 spot \u7684\u7ec6\u80de\u7ec4\u6210\u662f\u4f30\u8ba1\u7ed3\u679c\uff1b\u53c2\u8003\u6570\u636e\u5339\u914d\u7a0b\u5ea6\u5f71\u54cd\u89e3\u5377\u79ef\u3002<a class=\"ref\" href=\"https:\/\/cell2location.readthedocs.io\/en\/latest\/\">[3]<\/a><\/td>\n<\/tr>\n<tr>\n<td data-label=\"\u5e38\u89c1\u5206\u6790\">4. \u7a7a\u95f4\u53d8\u5f02\u57fa\u56e0\u4e0e\u533a\u57df\u5dee\u5f02<\/td>\n<td data-label=\"\u56de\u7b54\u5ba2\u6237\u4ec0\u4e48\u95ee\u9898\">\u54ea\u4e9b\u57fa\u56e0\u5448\u7a7a\u95f4\u5206\u5e03\uff1f\u6307\u5b9a\u533a\u57df\u4e4b\u95f4\u54ea\u4e9b\u57fa\u56e0\u4e0d\u540c\uff1f<\/td>\n<td data-label=\"\u53ef\u4ea4\u4ed8\u4ec0\u4e48\uff0c\u5e26\u6765\u4ec0\u4e48\u4ef7\u503c\">\u7a7a\u95f4\u8868\u8fbe\u56fe\u3001\u5019\u9009\u57fa\u56e0\u548c\u5dee\u5f02\u8868\uff0c\u7f29\u5c0f\u540e\u7eed\u5173\u6ce8\u8303\u56f4\u3002<\/td>\n<td data-label=\"\u5173\u952e\u524d\u63d0\u6216\u8fb9\u754c\">\u7a7a\u95f4\u53d8\u5f02\u4e0e\u6307\u5b9a\u533a\u57df\u5dee\u5f02\u662f\u4e0d\u540c\u95ee\u9898\uff1b\u6ce8\u610f\u7ec6\u80de\u7ec4\u6210\u548c\u7a7a\u95f4\u76f8\u5173\u6027\u3002<a class=\"ref\" href=\"https:\/\/www.10xgenomics.com\/support\/software\/space-ranger\/latest\/algorithms-overview\/gene-expression\">[1]<\/a><a class=\"ref\" href=\"https:\/\/link.springer.com\/article\/10.1186\/s13059-025-03867-1\">[6]<\/a><\/td>\n<\/tr>\n<tr>\n<td data-label=\"\u5e38\u89c1\u5206\u6790\">5. \u529f\u80fd\u5bcc\u96c6\u4e0e\u57fa\u56e0\u96c6\u8bc4\u5206<\/td>\n<td data-label=\"\u56de\u7b54\u5ba2\u6237\u4ec0\u4e48\u95ee\u9898\">\u67d0\u4e9b\u533a\u57df\u66f4\u7a81\u51fa\u54ea\u4e9b\u751f\u7269\u8fc7\u7a0b\u6216\u8868\u8fbe\u7a0b\u5e8f\uff1f<\/td>\n<td data-label=\"\u53ef\u4ea4\u4ed8\u4ec0\u4e48\uff0c\u5e26\u6765\u4ec0\u4e48\u4ef7\u503c\">\u529f\u80fd\u6761\u76ee\u3001\u57fa\u56e0\u96c6\u5f97\u5206\u53ca\u7a7a\u95f4\u5206\u5e03\uff0c\u5e2e\u52a9\u7ec4\u7ec7\u53ef\u68c0\u9a8c\u7684\u7814\u7a76\u5047\u8bbe\u3002<\/td>\n<td data-label=\"\u5173\u952e\u524d\u63d0\u6216\u8fb9\u754c\">\u8868\u8fbe\u652f\u6301\u7684\u529f\u80fd\u7ebf\u7d22\u4e0d\u7b49\u540c\u4e8e\u76f4\u63a5\u6d4b\u5230\u529f\u80fd\u6d3b\u6027\uff1b\u9776\u5411\u9762\u677f\u8fd8\u53d7\u57fa\u56e0\u8986\u76d6\u9650\u5236\u3002<\/td>\n<\/tr>\n<tr>\n<td data-label=\"\u5e38\u89c1\u5206\u6790\">6. \u90bb\u57df\u3001\u5171\u5b9a\u4f4d\u4e0e\u8ddd\u79bb\u5206\u6790<\/td>\n<td data-label=\"\u56de\u7b54\u5ba2\u6237\u4ec0\u4e48\u95ee\u9898\">\u54ea\u4e9b\u7ec6\u80de\u66f4\u5e38\u76f8\u90bb\uff1f\u9760\u8fd1\u75c5\u7076\u8fb9\u754c\u65f6\u6709\u4ec0\u4e48\u53d8\u5316\uff1f<\/td>\n<td data-label=\"\u53ef\u4ea4\u4ed8\u4ec0\u4e48\uff0c\u5e26\u6765\u4ec0\u4e48\u4ef7\u503c\">\u90bb\u57df\u5bcc\u96c6\u3001\u8ddd\u79bb\u5206\u5e03\u548c\u5fae\u73af\u5883\u56fe\uff0c\u5e2e\u52a9\u7b5b\u9009\u91cd\u70b9\u7ec6\u80de\u7ec4\u5408\u4e0e\u533a\u57df\u3002<\/td>\n<td data-label=\"\u5173\u952e\u524d\u63d0\u6216\u8fb9\u754c\">\u7ed3\u8bba\u4f9d\u8d56\u90bb\u57df\u5b9a\u4e49\u3001\u533a\u57df\u7ed3\u6784\u548c\u7ec6\u80de\u4e30\u5ea6\uff1b\u76f8\u90bb\u672c\u8eab\u4e0d\u8bc1\u660e\u76f8\u4e92\u4f5c\u7528\u3002<a class=\"ref\" href=\"https:\/\/squidpy.readthedocs.io\/en\/stable\/notebooks\/examples\/graph\/compute_nhood_enrichment.html\">[4]<\/a><\/td>\n<\/tr>\n<tr>\n<td data-label=\"\u5e38\u89c1\u5206\u6790\">7. \u7a7a\u95f4\u7ec6\u80de\u901a\u8baf\u63a8\u65ad<\/td>\n<td data-label=\"\u56de\u7b54\u5ba2\u6237\u4ec0\u4e48\u95ee\u9898\">\u54ea\u4e9b\u90bb\u8fd1\u7ec6\u80de\u4e4b\u95f4\uff0c\u5b58\u5728\u503c\u5f97\u9a8c\u8bc1\u7684\u4fe1\u53f7\u8054\u7cfb\uff1f<\/td>\n<td data-label=\"\u53ef\u4ea4\u4ed8\u4ec0\u4e48\uff0c\u5e26\u6765\u4ec0\u4e48\u4ef7\u503c\">\u5019\u9009\u914d\u4f53\u2014\u53d7\u4f53\u53ca\u7a7a\u95f4\u5173\u7cfb\uff0c\u5e2e\u52a9\u5b89\u6392\u9a8c\u8bc1\u4f18\u5148\u7ea7\u3002<\/td>\n<td data-label=\"\u5173\u952e\u524d\u63d0\u6216\u8fb9\u754c\">\u57fa\u4e8e\u8868\u8fbe\u3001\u4f4d\u7f6e\u548c\u5148\u9a8c\u6570\u636e\u5e93\u63a8\u65ad\uff1b\u4e0d\u80fd\u76f4\u63a5\u8bc1\u660e\u86cb\u767d\u7ed3\u5408\u6216\u56e0\u679c\u673a\u5236\u3002<a class=\"ref\" href=\"https:\/\/liana.readthedocs.io\/en\/stable\/about\/background.html\">[5]<\/a><\/td>\n<\/tr>\n<tr>\n<td data-label=\"\u5e38\u89c1\u5206\u6790\">8. \u591a\u6837\u672c\u4e0e\u5206\u7ec4\u6bd4\u8f83<\/td>\n<td data-label=\"\u56de\u7b54\u5ba2\u6237\u4ec0\u4e48\u95ee\u9898\">\u4e0d\u540c\u4e2a\u4f53\u3001\u5206\u7ec4\u6216\u5904\u7406\u6761\u4ef6\u4e4b\u95f4\uff0c\u54ea\u4e9b\u7a7a\u95f4\u7279\u5f81\u6709\u4e00\u81f4\u53d8\u5316\uff1f<\/td>\n<td data-label=\"\u53ef\u4ea4\u4ed8\u4ec0\u4e48\uff0c\u5e26\u6765\u4ec0\u4e48\u4ef7\u503c\">\u6309\u6837\u672c\u5c55\u793a\u7684\u533a\u57df\u3001\u7ec6\u80de\u7ec4\u6210\u6216\u8868\u8fbe\u6bd4\u8f83\uff0c\u8bc4\u4f30\u53d1\u73b0\u662f\u5426\u7a33\u5b9a\u3002<\/td>\n<td data-label=\"\u5173\u952e\u524d\u63d0\u6216\u8fb9\u754c\">\u8981\u533a\u5206\u4e2a\u4f53\u3001\u5207\u7247\u548c\u7ec6\u80de\u5c42\u7ea7\uff0c\u5904\u7406\u6279\u6b21\u4e0e\u7ec4\u7ec7\u7ed3\u6784\u5dee\u5f02\uff1b\u4e0d\u80fd\u628a\u4e00\u5f20\u5207\u7247\u7684\u7ec6\u80de\u6570\u5f53\u72ec\u7acb\u6837\u672c\u6570\u3002<a class=\"ref\" href=\"https:\/\/link.springer.com\/article\/10.1186\/s13059-025-03867-1\">[6]<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5bf9\u552e\u524d\u6765\u8bf4\uff0c\u91cd\u70b9\u662f\u628a\u201c\u5206\u6790\u540d\u79f0\u201d\u7ffb\u8bd1\u6210\u201c\u5ba2\u6237\u80fd\u636e\u6b64\u505a\u4ec0\u4e48\u5224\u65ad\u201d\u3002\u4f8b\u5982\uff0c\u628a\u201c\u505a\u7ec6\u80de\u5b9a\u4f4d\u201d\u8bb2\u6210\u201c\u5224\u65ad\u5173\u6ce8\u7ec6\u80de\u4e3b\u8981\u4f4d\u4e8e\u75c5\u7076\u5185\u90e8\u8fd8\u662f\u8fb9\u7f18\u201d\uff0c\u5ba2\u6237\u66f4\u5bb9\u6613\u7406\u89e3\u4ef7\u503c\u3002<\/p>\n<h2>\u4e09\u3001\u5ba2\u6237\u4e0d\u540c\uff0c\u4ecb\u7ecd\u7684\u91cd\u70b9\u4e5f\u8981\u4e0d\u540c<\/h2>\n<h3>\u5ba2\u6237\u4e00\uff1a\u5df2\u6709\u5355\u7ec6\u80de\u7ed3\u679c\uff0c\u60f3\u77e5\u9053\u8fd9\u4e9b\u7ec6\u80de\u5728\u54ea\u91cc<\/h3>\n<p>\u91cd\u70b9\u8bb2<strong>\u7ec6\u80de\u5b9a\u4f4d\u3001\u75c5\u7406\u533a\u57df\u5bf9\u5e94\u548c\u7ec6\u80de\u90bb\u57df<\/strong>\u3002\u5148\u786e\u8ba4\u5df2\u6709\u5355\u7ec6\u80de\u53c2\u8003\u4e0e\u7a7a\u95f4\u6837\u672c\u7684\u7269\u79cd\u3001\u7ec4\u7ec7\u3001\u72b6\u6001\u662f\u5426\u5339\u914d\uff1b\u540c\u4e00\u9879\u76ee\u914d\u5957\u6570\u636e\u4e0e\u516c\u5171\u53c2\u8003\u4e0d\u80fd\u4e0d\u52a0\u533a\u5206\u5730\u4f7f\u7528\u3002\u53ef\u5148\u56f4\u7ed5\u5ba2\u6237\u6700\u5173\u6ce8\u7684\u4e00\u4e24\u7c7b\u7ec6\u80de\uff0c\u8ba8\u8bba\u5b9a\u4f4d\u4f9d\u636e\u548c\u7a7a\u95f4\u5206\u5e03\u3002<\/p>\n<h3>\u5ba2\u6237\u4e8c\uff1a\u5df2\u77e5\u75c5\u7076\u4e0d\u540c\u533a\u57df\u6709\u5dee\u522b\uff0c\u60f3\u7ee7\u7eed\u627e\u7ebf\u7d22<\/h3>\n<p>\u91cd\u70b9\u8bb2<strong>\u533a\u57df\u5b9a\u4e49\u3001\u533a\u57df\u5dee\u5f02\u3001\u529f\u80fd\u72b6\u6001<\/strong>\u3002\u5148\u8ba9\u5ba2\u6237\u8bf4\u660e\u6bd4\u8f83\u54ea\u4e24\u4e2a\u533a\u57df\u3001\u51ed\u4ec0\u4e48\u5212\u5206\uff0c\u518d\u8ba8\u8bba\u5dee\u5f02\u3002\u533a\u57df\u4e2d\u7684\u67d0\u4e2a\u57fa\u56e0\u5347\u9ad8\uff0c\u53ef\u80fd\u6765\u81ea\u67d0\u7c7b\u7ec6\u80de\u53d8\u591a\uff0c\u4e5f\u53ef\u80fd\u6765\u81ea\u7ec6\u80de\u672c\u8eab\u8868\u8fbe\u6539\u53d8\uff0c\u8fd9\u4e24\u79cd\u89e3\u91ca\u8981\u5c3d\u91cf\u533a\u5206\u3002<\/p>\n<h3>\u5ba2\u6237\u4e09\uff1a\u5e0c\u671b\u7814\u7a76\u5fae\u73af\u5883\u6216\u63d0\u51fa\u673a\u5236\u5047\u8bbe<\/h3>\n<p>\u91cd\u70b9\u8bb2<strong>\u90bb\u57df\u5173\u7cfb\u548c\u7a7a\u95f4\u901a\u8baf\u5019\u9009<\/strong>\uff0c\u4f46\u8981\u628a\u4ea4\u4ed8\u843d\u5728\u201c\u5019\u9009\u5173\u7cfb\u53ca\u5176\u8bc1\u636e\u201d\u4e0a\u3002\u53ef\u4ee5\u8ba8\u8bba\u54ea\u4e9b\u7ec6\u80de\u3001\u54ea\u4e9b\u533a\u57df\u3001\u54ea\u4e9b\u5206\u5b50\u7ec4\u5408\u503c\u5f97\u8fdb\u4e00\u6b65\u9a8c\u8bc1\uff0c\u4e0d\u5b9c\u4e00\u5f00\u59cb\u5c31\u627f\u8bfa\u201c\u627e\u5230\u673a\u5236\u201d\u3002<\/p>\n<p>\u4ee5\u4e0a\u662f\u6c9f\u901a\u573a\u666f\u793a\u4f8b\uff0c\u5e76\u975e\u5df2\u5b8c\u6210\u5ba2\u6237\u6848\u4f8b\u3002\u7a7a\u95f4\u5206\u6790\u7684\u5207\u5165\u70b9\uff0c\u5e94\u6765\u81ea\u5ba2\u6237\u5df2\u6709\u8bc1\u636e\u548c\u5f53\u524d\u7f3a\u53e3\u3002<\/p>\n<h2>\u56db\u3001\u6700\u9700\u8981\u63d0\u524d\u8bf4\u6e05\u695a\u7684 5 \u4e2a\u6ce8\u610f\u70b9<\/h2>\n<h3>1. \u5148\u786e\u8ba4\u6d4b\u5230\u7684\u662f\u4ec0\u4e48\u5355\u4f4d<\/h3>\n<p>\u4f20\u7edf\u6df7\u5408 spot\u3001\u9ad8\u5bc6\u5ea6 bin \u548c\u5206\u5272\u540e\u7684\u7ec6\u80de\uff0c\u4ee3\u8868\u7684\u5206\u6790\u5355\u4f4d\u4e0d\u540c\u3002\u5c0f bin \u4e0d\u81ea\u52a8\u7b49\u4e8e\u4e00\u4e2a\u5b8c\u6574\u7ec6\u80de\uff1b\u9ad8\u5206\u8fa8\u7387\u4e5f\u4e0d\u7b49\u4e8e\u7ec6\u80de\u8fb9\u754c\u548c\u5206\u5b50\u5f52\u5c5e\u5b8c\u5168\u51c6\u786e\u3002\u4e0d\u80fd\u5bf9\u6240\u6709\u7a7a\u95f4\u5e73\u53f0\u7edf\u4e00\u627f\u8bfa\u201c\u5355\u7ec6\u80de\u7cbe\u786e\u5b9a\u4f4d\u201d\u3002<a class=\"ref\" href=\"https:\/\/www.10xgenomics.com\/analysis-guides\/clustering-single-cell-spatial\">[2]<\/a><a class=\"ref\" href=\"https:\/\/www.10xgenomics.com\/support\/software\/xenium-onboard-analysis\/latest\/analysis\/xoa-output-understanding-outputs\">[7]<\/a><\/p>\n<h3>2. \u5148\u770b\u7ec4\u7ec7\u548c\u6570\u636e\u8d28\u91cf\uff0c\u518d\u8c08\u56fe\u4e0a\u6709\u4ec0\u4e48<\/h3>\n<p>\u7ec4\u7ec7\u7f3a\u635f\u3001\u5c40\u90e8\u4f4e\u4fe1\u53f7\u3001\u56fe\u50cf\u9519\u4f4d\u6216\u5206\u5272\u504f\u5dee\uff0c\u90fd\u53ef\u80fd\u5f71\u54cd\u7a7a\u95f4\u6a21\u5f0f\u7684\u89e3\u91ca\u3002\u8d28\u63a7\u9608\u503c\u8981\u7ed3\u5408\u5e73\u53f0\u3001\u7ec4\u7ec7\u548c\u6570\u636e\u5206\u5e03\u5224\u65ad\uff0c\u4e0d\u5b9c\u7ed9\u6240\u6709\u9879\u76ee\u5957\u4e00\u4e2a\u6570\u5b57\u3002\u6ca1\u6709\u88ab\u6709\u6548\u68c0\u6d4b\u5230\u7684\u4fe1\u53f7\uff0c\u4e5f\u4e0d\u80fd\u76f4\u63a5\u8bf4\u6210\u201c\u751f\u7269\u5b66\u4e0a\u4e0d\u5b58\u5728\u201d\u3002<\/p>\n<h3>3. \u533a\u5206\u7a7a\u95f4\u76f8\u5173\u3001\u529f\u80fd\u7ebf\u7d22\u548c\u673a\u5236\u8bc1\u636e<\/h3>\n<p>\u4e24\u79cd\u7ec6\u80de\u76f8\u90bb\uff0c\u662f\u7a7a\u95f4\u89c2\u5bdf\uff1b\u914d\u4f53\u4e0e\u53d7\u4f53\u8868\u8fbe\u76f8\u5bb9\uff0c\u662f\u901a\u8baf\u7ebf\u7d22\uff1b\u786e\u8ba4\u4f5c\u7528\u65b9\u5411\u548c\u751f\u7269\u5b66\u540e\u679c\uff0c\u9700\u8981\u989d\u5916\u5b9e\u9a8c\u3002\u57fa\u56e0\u96c6\u5f97\u5206\u5347\u9ad8\uff0c\u4e5f\u4e0d\u80fd\u76f4\u63a5\u66ff\u4ee3\u86cb\u767d\u3001\u4ee3\u8c22\u6216\u529f\u80fd\u6d4b\u5b9a\u3002\u5bf9\u5ba2\u6237\u53ef\u4ee5\u8bf4\u201c\u5e2e\u52a9\u7b5b\u9009\u503c\u5f97\u9a8c\u8bc1\u7684\u5047\u8bbe\u201d\u3002<a class=\"ref\" href=\"https:\/\/liana.readthedocs.io\/en\/stable\/about\/background.html\">[5]<\/a><\/p>\n<h3>4. \u4e00\u5f20\u5207\u7247\u7684\u53d1\u73b0\uff0c\u4e0d\u80fd\u76f4\u63a5\u63a8\u5e7f\u5230\u6574\u4e2a\u5206\u7ec4<\/h3>\n<p>\u540c\u4e00\u4eba\u7684\u591a\u5f20\u5207\u7247\u548c\u540c\u4e00\u5f20\u5207\u7247\u4e2d\u7684\u5927\u91cf\u7ec6\u80de\uff0c\u90fd\u4e0d\u80fd\u7b80\u5355\u5f53\u4f5c\u5927\u91cf\u72ec\u7acb\u4e2a\u4f53\u3002\u76f8\u90bb\u4f4d\u7f6e\u8fd8\u53ef\u80fd\u5171\u4eab\u5c40\u90e8\u4fe1\u53f7\u3002\u505a\u7ec4\u95f4\u6bd4\u8f83\u524d\uff0c\u8981\u660e\u786e\u72ec\u7acb\u6837\u672c\u3001\u5207\u7247\u5c42\u7ea7\u3001\u53d6\u6750\u533a\u57df\u4e0e\u6279\u6b21\uff1b\u53ea\u6709\u5c11\u91cf\u6837\u672c\u65f6\uff0c\u5148\u628a\u7ed3\u8bba\u5b9a\u4f4d\u4e3a\u63a2\u7d22\u6027\u89c2\u5bdf\u3002<a class=\"ref\" href=\"https:\/\/link.springer.com\/article\/10.1186\/s13059-025-03867-1\">[6]<\/a><\/p>\n<h3>5. \u628a\u57fa\u7840\u8f93\u51fa\u548c\u5b9a\u5236\u95ee\u9898\u5206\u5f00\u8bb2<\/h3>\n<p>\u5e73\u53f0\u81ea\u5e26\u805a\u7c7b\u56fe\u6216\u9ed8\u8ba4\u5dee\u5f02\u8868\uff0c\u4e0d\u7b49\u4e8e\u5df2\u7ecf\u56de\u7b54\u5ba2\u6237\u8bfe\u9898\u3002\u9879\u76ee\u5f00\u59cb\u524d\uff0c\u5e94\u660e\u786e\u8981\u6bd4\u8f83\u7684\u533a\u57df\u6216\u5206\u7ec4\u3001\u662f\u5426\u9700\u8981\u53c2\u8003\u6570\u636e\u6574\u5408\u3001\u600e\u6837\u8bc4\u4f30\u5019\u9009\u3001\u4ea4\u4ed8\u54ea\u4e9b\u7ed3\u679c\u6587\u4ef6\u548c\u89e3\u91ca\uff1b\u9884\u7b97\u4e0e\u5468\u671f\u636e\u6b64\u6c9f\u901a\u3002\u4e0d\u8981\u53ea\u51ed\u201c\u6709\u51e0\u5f20\u5207\u7247\u201d\u5c31\u627f\u8bfa\u5b8c\u6210\u6240\u6709\u5206\u6790\u3002<\/p>\n<h2>\u4e94\u3001\u7b2c\u4e00\u6b21\u6c9f\u901a\uff0c\u95ee\u6e05\u8fd9 6 \u4ef6\u4e8b<\/h2>\n<table class=\"question-table\">\n<thead>\n<tr>\n<th scope=\"col\">\u8981\u95ee\u4ec0\u4e48<\/th>\n<th scope=\"col\">\u4e3a\u4ec0\u4e48\u8981\u95ee<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td data-label=\"\u8981\u95ee\u4ec0\u4e48\">\u6700\u60f3\u56de\u7b54\u7684\u4e00\u4e2a\u7814\u7a76\u95ee\u9898\u662f\u4ec0\u4e48\uff1f<\/td>\n<td data-label=\"\u4e3a\u4ec0\u4e48\u8981\u95ee\">\u628a\u201c\u60f3\u505a\u7a7a\u95f4\u5206\u6790\u201d\u8f6c\u6210\u5177\u4f53\u76ee\u6807\uff0c\u4f8b\u5982\u5173\u6ce8\u7ec6\u80de\u7684\u4f4d\u7f6e\u6216\u6307\u5b9a\u533a\u57df\u5dee\u5f02\u3002<\/td>\n<\/tr>\n<tr>\n<td data-label=\"\u8981\u95ee\u4ec0\u4e48\">\u4ec0\u4e48\u7269\u79cd\u3001\u7ec4\u7ec7\u3001\u5e73\u53f0\u548c\u68c0\u6d4b\u65b9\u6848\uff1f<\/td>\n<td data-label=\"\u4e3a\u4ec0\u4e48\u8981\u95ee\">\u5224\u65ad\u5206\u8fa8\u7387\u3001\u5206\u6790\u5355\u4f4d\u3001\u57fa\u56e0\u8986\u76d6\u4e0e\u9002\u7528\u65b9\u6cd5\u3002<\/td>\n<\/tr>\n<tr>\n<td data-label=\"\u8981\u95ee\u4ec0\u4e48\">\u591a\u5c11\u72ec\u7acb\u4e2a\u4f53\uff0c\u600e\u6837\u5206\u7ec4\uff0c\u6bcf\u4e2a\u4e2a\u4f53\u6709\u51e0\u5f20\u5207\u7247\uff1f<\/td>\n<td data-label=\"\u4e3a\u4ec0\u4e48\u8981\u95ee\">\u533a\u5206\u751f\u7269\u5b66\u91cd\u590d\u4e0e\u5207\u7247\u5c42\u7ea7\uff0c\u5224\u65ad\u6bd4\u8f83\u8bbe\u8ba1\u662f\u5426\u6210\u7acb\u3002<\/td>\n<\/tr>\n<tr>\n<td data-label=\"\u8981\u95ee\u4ec0\u4e48\">\u73b0\u6709\u6570\u636e\u5230\u54ea\u4e00\u6b65\uff1f\u6709\u56fe\u50cf\u3001\u5750\u6807\u3001\u8868\u8fbe\u77e9\u9635\u548c\u8d28\u63a7\u62a5\u544a\u5417\uff1f<\/td>\n<td data-label=\"\u4e3a\u4ec0\u4e48\u8981\u95ee\">\u5224\u65ad\u6750\u6599\u662f\u5426\u5b8c\u6574\uff0c\u4ee5\u53ca\u9700\u8981\u4ece\u57fa\u7840\u5904\u7406\u8fd8\u662f\u4e0b\u6e38\u5206\u6790\u5f00\u59cb\u3002<\/td>\n<\/tr>\n<tr>\n<td data-label=\"\u8981\u95ee\u4ec0\u4e48\">\u6709\u6ca1\u6709\u75c5\u7406\u533a\u57df\u6807\u6ce8\u3001\u914d\u5957\u5355\u7ec6\u80de\u6216\u5df2\u6709\u5019\u9009\uff1f<\/td>\n<td data-label=\"\u4e3a\u4ec0\u4e48\u8981\u95ee\">\u5224\u65ad\u533a\u57df\u89e3\u91ca\u3001\u7ec6\u80de\u5b9a\u4f4d\u548c\u540e\u7eed\u5206\u6790\u7684\u4f9d\u636e\u3002<\/td>\n<\/tr>\n<tr>\n<td data-label=\"\u8981\u95ee\u4ec0\u4e48\">\u5e0c\u671b\u5f97\u5230\u54ea\u4e9b\u7ed3\u8bba\u6216\u4ea4\u4ed8\u7269\uff1f\u540e\u7eed\u80fd\u505a\u4ec0\u4e48\u9a8c\u8bc1\uff1f<\/td>\n<td data-label=\"\u4e3a\u4ec0\u4e48\u8981\u95ee\">\u628a\u5206\u6790\u8303\u56f4\u63a5\u5230\u5ba2\u6237\u53ef\u6267\u884c\u7684\u4e0b\u4e00\u6b65\uff0c\u4e5f\u660e\u786e\u76ee\u524d\u4e0d\u80fd\u56de\u7b54\u7684\u90e8\u5206\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u9996\u6b21\u6c9f\u901a\u53ef\u5148\u6536\u96c6\u4e0a\u8ff0\u6982\u51b5\u548c\u53ef\u5206\u4eab\u7684\u793a\u610f\u56fe\uff0c\u4e0d\u5fc5\u76f4\u63a5\u7d22\u53d6\u5b8c\u6574\u539f\u59cb\u6570\u636e\u3002\u5177\u4f53\u6587\u4ef6\u4e0e\u4f20\u8f93\u65b9\u5f0f\u5728\u786e\u8ba4\u5408\u4f5c\u8303\u56f4\u540e\u518d\u5b89\u6392\u3002<\/p>\n<h2>\u516d\u3001\u628a\u4ecb\u7ecd\u843d\u5230\u4e0b\u4e00\u6b65\uff1a\u4e00\u6bb5\u53ef\u76f4\u63a5\u4f7f\u7528\u7684\u8bdd\u672f<\/h2>\n<blockquote><p>\u201c\u7a7a\u95f4\u8f6c\u5f55\u7ec4\u80fd\u5e2e\u60a8\u628a\u8868\u8fbe\u53d8\u5316\u653e\u56de\u7ec4\u7ec7\u4f4d\u7f6e\uff0c\u770b\u91cd\u70b9\u533a\u57df\u3001\u5173\u6ce8\u7ec6\u80de\u548c\u5468\u56f4\u73af\u5883\u4e4b\u95f4\u6709\u4ec0\u4e48\u5173\u7cfb\u3002\u6211\u4eec\u5efa\u8bae\u5148\u56f4\u7ed5\u60a8\u6700\u5173\u5fc3\u7684\u4e00\u4e2a\u95ee\u9898\uff0c\u6838\u5bf9\u5e73\u53f0\u3001\u6837\u672c\u5206\u7ec4\u548c\u5df2\u6709\u7ed3\u679c\uff0c\u518d\u786e\u5b9a\u9700\u8981\u505a\u5b9a\u4f4d\u3001\u533a\u57df\u6bd4\u8f83\uff0c\u8fd8\u662f\u90bb\u57df\u4e0e\u901a\u8baf\u5206\u6790\u3002\u8fd9\u6837\u4ea4\u4ed8\u7684\u6bcf\u4e00\u5f20\u5173\u952e\u56fe\uff0c\u90fd\u80fd\u5bf9\u5e94\u4e00\u4e2a\u660e\u786e\u95ee\u9898\uff1b\u6d89\u53ca\u673a\u5236\u7684\u53d1\u73b0\uff0c\u518d\u914d\u5408\u540e\u7eed\u9a8c\u8bc1\u3002\u201d<\/p><\/blockquote>\n<p>\u5728\u4e91\u751f\u4fe1\u7684\u9879\u76ee\u6c9f\u901a\u4e2d\uff0c\u53ef\u5148\u63d0\u4ea4\u7814\u7a76\u76ee\u6807\u3001\u5e73\u53f0\u3001\u6837\u672c\u4e0e\u5206\u7ec4\u6982\u51b5\u3001\u5df2\u6709\u6570\u636e\u9636\u6bb5\u3002\u6211\u4eec\u5148\u8ba8\u8bba\u6570\u636e\u80fd\u5426\u652f\u6491\u76ee\u6807\uff0c\u518d\u786e\u8ba4\u5206\u6790\u6a21\u5757\u3001\u4ea4\u4ed8\u8303\u56f4\u53ca\u9700\u8981\u8865\u5145\u7684\u6750\u6599\u3002<\/p>\n<p><a class=\"cta\" data-ysx-event=\"contact_click\" href=\"https:\/\/work.weixin.qq.com\/kfid\/kfcb05492f29d4d6064\">\u8054\u7cfb\u4e91\u751f\u4fe1\uff0c\u6c9f\u901a\u7a7a\u95f4\u8f6c\u5f55\u7ec4\u5206\u6790\u9700\u6c42<\/a><\/p>\n<p class=\"next\">\u4e0b\u4e00\u7bc7\uff1a\u7a7a\u95f4\u8f6c\u5f55\u7ec4\u9879\u76ee\u9002\u4e0d\u9002\u5408\u505a\uff1f\u91cd\u70b9\u770b\u6837\u672c\u3001\u5e73\u53f0\u4e0e\u6570\u636e\u8d28\u91cf\uff0c\u5e2e\u52a9\u6280\u672f\u8001\u5e08\u5728\u552e\u524d\u9636\u6bb5\u8bc6\u522b\u53ef\u505a\u8303\u56f4\u548c\u9700\u8981\u8865\u9f50\u7684\u6761\u4ef6\u3002<\/p>\n<h2>\u8d44\u6599\u4f9d\u636e<\/h2>\n<p>\u672c\u6587\u5c06\u4ee5\u4e0b\u5b98\u65b9\u6587\u6863\u548c\u539f\u59cb\u7814\u7a76\u8f6c\u5316\u4e3a\u9879\u76ee\u6c9f\u901a\u5efa\u8bae\u3002\u5177\u4f53\u5206\u6790\u9009\u62e9\u4ecd\u9700\u7ed3\u5408\u5b9e\u9645\u6570\u636e\u3002<\/p>\n<ol>\n<li><a href=\"https:\/\/www.10xgenomics.com\/support\/software\/space-ranger\/latest\/algorithms-overview\/gene-expression\">Space Ranger\uff1a\u57fa\u7840\u5904\u7406\u3001\u805a\u7c7b\u3001\u5dee\u5f02\u8868\u8fbe\u4e0e\u7a7a\u95f4\u5bcc\u96c6<\/a><\/li>\n<li><a href=\"https:\/\/www.10xgenomics.com\/analysis-guides\/clustering-single-cell-spatial\">10x Genomics\uff1a\u4e0d\u540c\u7a7a\u95f4\u6570\u636e\u7684\u805a\u7c7b\u4e0e\u5206\u8fa8\u7387<\/a><\/li>\n<li><a href=\"https:\/\/cell2location.readthedocs.io\/en\/latest\/\">cell2location\uff1a\u5229\u7528\u5355\u7ec6\u80de\u53c2\u8003\u4f30\u8ba1\u7a7a\u95f4\u7ec6\u80de\u4e30\u5ea6<\/a><\/li>\n<li><a href=\"https:\/\/squidpy.readthedocs.io\/en\/stable\/notebooks\/examples\/graph\/compute_nhood_enrichment.html\">Squidpy\uff1a\u90bb\u57df\u5bcc\u96c6\u5206\u6790<\/a><\/li>\n<li><a href=\"https:\/\/liana.readthedocs.io\/en\/stable\/about\/background.html\">LIANA+\uff1a\u7a7a\u95f4\u7ea6\u675f\u4e0b\u7684\u7ec6\u80de\u901a\u8baf\u63a8\u65ad<\/a><\/li>\n<li><a href=\"https:\/\/link.springer.com\/article\/10.1186\/s13059-025-03867-1\">smiDE \u539f\u59cb\u8bba\u6587\uff1a\u7a7a\u95f4\u76f8\u5173\u6570\u636e\u7684\u5dee\u5f02\u8868\u8fbe\u5206\u6790<\/a><\/li>\n<li><a href=\"https:\/\/www.10xgenomics.com\/support\/software\/xenium-onboard-analysis\/latest\/analysis\/xoa-output-understanding-outputs\">Xenium \u5b98\u65b9\u6587\u6863\uff1a\u56fe\u50cf\u3001\u7ec6\u80de\u5206\u5272\u4e0e\u8f6c\u5f55\u672c\u8f93\u51fa<\/a><\/li>\n<\/ol>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u7ed9\u552e\u524d\u6280\u672f\u8001\u5e08\u7684\u7a7a\u95f4\u8f6c\u5f55\u7ec4\u6c9f\u901a\u6307\u5357\uff1a8\u7c7b\u5e38\u89c1\u5206\u6790\u5206\u522b\u80fd\u56de\u7b54\u4ec0\u4e48\u95ee\u9898\u3001\u4ea4\u4ed8\u4ec0\u4e48\u7ed3\u679c\u3001\u5177\u6709\u4ec0\u4e48\u4ef7\u503c\uff1b\u9644\u9002\u7528\u6761\u4ef6\u30015\u4e2a\u6ce8\u610f\u70b9\u30016\u4e2a\u9996\u6b21\u54a8\u8be2\u95ee\u9898\u548c\u53ef\u76f4\u63a5\u4f7f\u7528\u7684\u4ecb\u7ecd\u8bdd\u672f\u3002<\/p>\n","protected":false},"author":1,"featured_media":66353,"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],"tags":[473,87,474,379,475,476],"class_list":["post-66354","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-part","category-single-cell","tag-473","tag-87","tag-474","tag-379","tag-475","tag-476"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2026\/11\/spatial-presales-series-20261105-part-01-spatial-poster.png?fit=1200%2C680&ssl=1","_links":{"self":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/66354","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=66354"}],"version-history":[{"count":1,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/66354\/revisions"}],"predecessor-version":[{"id":66355,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/66354\/revisions\/66355"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/media\/66353"}],"wp:attachment":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/media?parent=66354"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/categories?post=66354"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/tags?post=66354"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}