{"id":6783,"date":"2026-04-27T09:04:10","date_gmt":"2026-04-27T01:04:10","guid":{"rendered":"https:\/\/lsl.sinica.edu.tw\/Blog\/?p=6783"},"modified":"2026-04-27T09:04:11","modified_gmt":"2026-04-27T01:04:11","slug":"ingenuity-pathway-analysis-2025%e5%86%ac%e5%ad%a3%e6%9b%b4%e6%96%b0","status":"publish","type":"post","link":"https:\/\/lsl.sinica.edu.tw\/Blog\/2026\/04\/ingenuity-pathway-analysis-2025%e5%86%ac%e5%ad%a3%e6%9b%b4%e6%96%b0\/","title":{"rendered":"Ingenuity Pathway Analysis 2025\u51ac\u5b63\u66f4\u65b0"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u672c\u6587\u7d93\u8a0a\u806f\u57fa\u56e0\u6578\u4f4d\u80a1\u4efd\u6709\u9650\u516c\u53f8\u540c\u610f\u8f49\u8f09<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u95dc\u65bcIPA\u8207IPA Interpret<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">QIAGEN IPA\u662f\u4e00\u6b3e\u96f2\u7aef\u751f\u7269\u8cc7\u8a0a\u5206\u6790\u8edf\u9ad4\uff0c\u53ef\u7528\u4f86\u5206\u6790\u4ee5\u4e0b\u591a\u7a2e\u5be6\u9a57\u6578\u64da\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>RNA-seq\u8868\u73fe\u91cf\u8cc7\u6599<\/li>\n\n\n\n<li>\u57fa\u56e0\u6676\u7247\uff08microarray\uff09<\/li>\n\n\n\n<li>SNP\u9663\u5217<\/li>\n\n\n\n<li>\u86cb\u767d\u8cea\u9ad4\u5b78<\/li>\n\n\n\n<li>\u4ee3\u8b1d\u9ad4\u5b78<\/li>\n\n\n\n<li>\u5176\u4ed6\u7522\u751f\u57fa\u56e0\u6e05\u55ae\u7684\u5c0f\u578b\u5be6\u9a57\uff08\u5982PCR\uff09<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9664\u4e86\u8cc7\u6599\u5206\u6790\uff0cIPA\u9084\u80fd\u641c\u5c0b\u7279\u5b9a\u57fa\u56e0\u3001\u86cb\u767d\u8cea\u3001\u5316\u5b78\u7269\u8cea\u3001\u75be\u75c5\u8207\u85e5\u7269\u7684\u8cc7\u8a0a\uff0c\u5efa\u7acb\u5c08\u5c6c\u7684\u751f\u7269\u6a21\u578b\u3002\u900f\u904eIPA\u7684\u5206\u6790\u548c\u5efa\u6a21\u529f\u80fd\uff0c\u518d\u642d\u914d\u7d50\u69cb\u5316\u6574\u7406\u7684\u751f\u7269\u8207\u5316\u5b78\u7814\u7a76\u767c\u73fe\u8cc7\u6599\u5eab\uff0c\u80fd\u5e6b\u52a9\u60a8\u66f4\u52a0\u4e86\u89e3\u7814\u7a76\u6578\u64da\u5728\u66f4\u5927\u7684\u751f\u7269\u6216\u5316\u5b78\u7cfb\u7d71\u4e2d\u7684\u610f\u7fa9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">IPA Interpret\u70baIPA\u4e2d\u5305\u542b\u7684\u5143\u4ef6\uff0c\u53ef\u900f\u904e\u5feb\u901f\u4e14\u73fe\u4ee3\u5316\u7684\u7db2\u9801\u4ecb\u9762\u5448\u73feIPA Core Analysis\u7684\u7d50\u679c\uff0c\u4e26\u8207\u4ed6\u4eba\u5206\u4eab\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">IPA Interpret\u66f4\u65b0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-green-cyan-color\">\u6ce1\u6ce1\u5716\u6a19\u7c64\u529f\u80fd\uff1a\u8b93\u8ad6\u6587\u5716\u8868\u66f4\u5c08\u696d<\/mark><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u5728\uff0c\u60a8\u53ef\u4ee5\u5728\u6ce1\u6ce1\u5716\u4e2d\u986f\u793a\u8207\u5404\u500b\u6ce1\u6ce1\u76f8\u95dc\u7684\u300c\u5be6\u9ad4\uff08entity\uff09\u300d\u540d\u7a31\uff0c\u4f7f\u5716\u8868\u5728\u767c\u8868\u6216\u7c21\u5831\u6642\u66f4\u5177\u8cc7\u8a0a\u6027\uff08\u898b\u5716\u4e00\uff09\u3002\u7576\u60a8\u9078\u53d6\u55ae\u4e00\u6ce1\u6ce1\uff0c\u6216\u6309\u4f4fShift\u9375\u4e26\u62d6\u66f3\u6e38\u6a19\u4ee5\u540c\u6642\u9078\u53d6\u591a\u500b\u6ce1\u6ce1\u6642\uff0c\u6a19\u7c64\u4fbf\u6703\u986f\u793a\u51fa\u4f86\u3002\u9019\u4e9b\u6a19\u7c64\u53ef\u900f\u904e\u62d6\u66f3\u65b9\u5f0f\u91cd\u65b0\u8abf\u6574\u81f3\u5176\u4ed6\u4f4d\u7f6e\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"435\" src=\"https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-29-1024x435.png\" alt=\"\" class=\"wp-image-6789\" srcset=\"https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-29-1024x435.png 1024w, https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-29-300x127.png 300w, https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-29-768x326.png 768w, https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-29-1536x652.png 1536w, https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-29-830x352.png 830w, https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-29.png 1543w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em><strong>\u5716\u4e00\u3001\u52a0\u4e0a\u6a19\u7c64\u7684\u4e0a\u6e38\u8abf\u63a7\u56e0\u5b50\u5206\u6790\u6ce1\u6ce1\u5716\u3002<\/strong>\u53ef\u900f\u904e\u9ede\u64ca\u9078\u53d6\u55ae\u4e00\u6ce1\u6ce1\uff0c\u6216\u6309\u4f4fShift\u9375\u4e26\u62d6\u66f3\u6e38\u6a19\u4e00\u6b21\u9078\u53d6\u591a\u500b\u6ce1\u6ce1\u3002\u6bcf\u500b\u6a19\u7c64\u7686\u53ef\u85c9\u7531\u62d6\u66f3\u65b9\u5f0f\u91cd\u65b0\u8abf\u6574\u4f4d\u7f6e\u3002\u76ee\u524d\u9810\u8a2d\u986f\u793a\u70ba\u300c\u706b\u5c71\u5716\uff08volcano plot\uff09\u6a23\u5f0f\u300d\u6ce1\u6ce1\u5716\uff08\u5982\u4e0a\u6240\u793a\uff09\uff0c\u800c\u975e\u5148\u524d\u7684\u300c\u985e\u5225\u6a23\u5f0f\uff08categorical style\uff09\u300d\u5716\u8868\u3002IPA Interpret\u4e2d\u7684\u6ce1\u6ce1\u5716\u53ef\u7528\u65bcCanonical Pathways\u3001Upstream Regulators\u3001Diseases and Functions\uff0c\u4ee5\u53caTox Functions\u3002<\/em><\/figcaption><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-green-cyan-color\">\u63d0\u4f9b\u6e05\u6670\u6613\u61c2\u7684\u7d71\u8a08\u5b9a\u7fa9\u964d\u4f4e\u60a8\u7684\u5b78\u7fd2\u66f2\u7dda<\/mark><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">IPA Interpret\u4e2d\u6240\u6709\u8207\u7d71\u8a08\u76f8\u95dc\u7684\u6b04\u4f4d\u73fe\u5728\u90fd\u914d\u6709\u5f48\u51fa\u7684\u8aaa\u660e\u8996\u7a97\uff0c\u63d0\u4f9b\u7c21\u8981\u7684\u89e3\u91cb\u6216\u5b9a\u7fa9\u3002\u5716\u4e8c\u4ee5Upstream Regulators\u4e2d\u7684BH P\u503c\uff08Benjamini-Hochberg p-value\uff09\u4f5c\u70ba\u793a\u4f8b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"357\" src=\"https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-30-1024x357.png\" alt=\"\" class=\"wp-image-6792\" srcset=\"https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-30-1024x357.png 1024w, https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-30-300x105.png 300w, https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-30-768x268.png 768w, https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-30-830x289.png 830w, https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-30.png 1532w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em><strong>\u5716\u4e8c\u3001IPA Interpret\u4e2d\u7684\u8868\u683c\u4e4b\u7d71\u8a08\u503c\u6b04\u4f4d\u73fe\u5728\u63d0\u4f9b\u5f48\u51fa\u8aaa\u660e\u8996\u7a97\u3002<\/strong>\u9ede\u64ca\u6b32\u67e5\u770b\u4e4b\u6b04\u4f4d\u4e0a\u65b9\u7684\u5c0f\u578b\u24d8\u5716\u793a\uff0c\u5373\u53ef\u986f\u793a\u5f48\u51fa\u8996\u7a97\uff0c\u8aaa\u660e\u8a72\u6b04\u4f4d\u4e2d\u6578\u503c\u6240\u4ee3\u8868\u7684\u610f\u7fa9\u3002<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b64\u529f\u80fd\u9069\u7528\u65bcIPA Interpret\u4e2d\u6240\u6709\u7d71\u8a08\u76f8\u95dc\u6b04\u4f4d\uff0c\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>BH p-value\uff08\u591a\u91cd\u6aa2\u9a57\u6821\u6b63\u5f8c\u7684p\u503c\uff09<\/li>\n\n\n\n<li>Overlap p-value\uff08\u91cd\u758a\u986f\u8457\u6027\uff09<\/li>\n\n\n\n<li>Activation z-score\uff08\u6d3b\u5316\u5206\u6578\uff09<\/li>\n\n\n\n<li>\u5176\u4ed6Core Analysis\u76f8\u95dc\u7d71\u8a08\u503c<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-green-cyan-color\">\u5176\u4ed6IPA Interpret\u7684\u512a\u5316\u5167\u5bb9<\/mark> <\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u52a0\u5febIPA Interpret\u9996\u9801\u4e2d\u300c\u6700\u8fd1\u5206\u6790\u300d\u8868\u683c\u7684\u8f09\u5165\u901f\u5ea6<\/li>\n\n\n\n<li>\u63d0\u5347\u5728\u8cc7\u6599\u96c6\u706b\u5c71\u5716\u4e2d\u4f7f\u7528Shift\u62d6\u66f3\uff08\u591a\u91cd\u9078\u53d6\uff09\u300c\u8cc7\u6599\u9ede\u300d\u6642\u7684\u6548\u80fd<\/li>\n\n\n\n<li>\u9ede\u64caIPA Interpret\u8cc7\u6599\u5340\u584a\u88e1\u8868\u683c\u7684\u4efb\u4f55\u4e00\u5217\uff0c\u7686\u53ef\u76f4\u63a5\u5c0e\u5411\u5176\u300c\u6aa2\u8996\u8a73\u7d30\u8cc7\u6599\uff08View Details\uff09\u300d\u9801\u9762<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>IPA\u684c\u9762\u7248\u66f4\u65b0<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-green-cyan-color\">\u85c9\u7531AI\u4f7f\u8cc7\u6599\u96c6\u4e0a\u50b3\u5de5\u4f5c\u66f4\u52a0\u7c21\u6613<\/mark><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u85c9\u7531AI\uff0cIPA\u684c\u9762\u7248\u7684\u8cc7\u6599\u4e0a\u50b3\u73fe\u5728\u8b8a\u5f97\u66f4\u7c21\u55ae\u3002\u4f8b\u5982\uff0c\u60a8\u7684\u8cc7\u6599\u96c6\u53ef\u80fd\u5305\u542b\u984d\u5916\u7684\u6a19\u984c\u5217\u6216\u6b04\u4f4d\uff0c\u4ee5\u5f80\u8edf\u9ad4\u7121\u6cd5\u8fa8\u8b58\u9019\u4e9b\u6b04\u4f4d\u3002\u73fe\u5728\uff0cIPA\u5728\u5927\u591a\u6578\u60c5\u6cc1\u4e0b\u80fd\u81ea\u52d5\u8fa8\u8b58\u76ee\u6a19\u6b04\u4f4d\u4e26\u5b8c\u6210\u5c0d\u61c9\u3002\u4ee5\u4e0b\u662f\u65b0\u4e0a\u50b3\u6d41\u7a0b\u7684\u512a\u9ede\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u81ea\u52d5ID\u8fa8\u8b58\uff1a\u81ea\u52d5\u8fa8\u8b58ID\u6642\uff0c\u4e0d\u518d\u8981\u6c42ID\u6b04\u4f4d\u5fc5\u9808\u4f4d\u65bc\u6a94\u6848\u6700\u5de6\u5074<\/li>\n\n\n\n<li>\u6a19\u984c\u5217\u904e\u6ffe\uff1a\u591a\u9918\u7684\u6a19\u984c\u5217\u5c07\u88ab\u5ffd\u7565<\/li>\n\n\n\n<li>\u667a\u6167\u6b04\u4f4d\u5c0d\u61c9\uff1a\u300cAdjusted p-value\u300d\u6b04\u4f4d\u73fe\u5728\u6703\u81ea\u52d5\u5c0d\u61c9\u70baFDR<\/li>\n\n\n\n<li>\u7121\u95dc\u6b04\u4f4d\u904e\u6ffe\uff1a\u8207fold change\u7b49\u6b04\u4f4d\u5206\u958b\u7684intensity\u8207counts\u6b04\u4f4d\uff0c\u5c07\u88ab\u9810\u8a2d\u5ffd\u7565<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u70ba\u5b8c\u6210\u6b64\u529f\u80fd\uff0cIPA\u6703\u5b58\u53d6QIAGEN\u81ea\u5efa\u7684\u5927\u8a9e\u8a00\u6a21\u578bLLM\uff08ChatGPT 4.1\uff09\u3002IPA\u6703\u5c07\u6a94\u6848\u7684\u6a19\u984c\u5217\u53ca\u524d30\u5217\u8cc7\u6599\u50b3\u9001\u7d66LLM\uff0c\u4ee5\u63a8\u65b7\u8cc7\u6599\u683c\u5f0f\u3002\u50b3\u9001\u7684\u8cc7\u6599\u4e0d\u6703\u88abLLM\u4fdd\u7559\uff0c\u4e5f\u4e0d\u6703\u7528\u65bc\u8a13\u7df4\u3002LLM\u4e26\u4e0d\u6703\u64cd\u4f5c\u8cc7\u6599\u672c\u8eab\uff0c\u5b83\u50c5\u6307\u793aIPA\u54ea\u4e9b\u6b04\u4f4d\u8207\u5217\u8981\u532f\u5165\uff0c\u4ee5\u53ca\u5982\u4f55\u5c07\u5b83\u5011\u5c0d\u61c9\u5230\u6709\u6548\u7684\u6b04\u4f4d\u985e\u578b\uff0c\u4f8b\u5982\u300cExpr Log Ratio\u300d\u3002\u5716\u4e09\u793a\u7bc4\u4e86\u4e00\u500b\u7a0d\u5fae\u8907\u96dc\u7684\u8cc7\u6599\u96c6\uff0c\u4ee5\u53caIPA\u8655\u7406\u5b83\u7684\u65b9\u5f0f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"523\" src=\"https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-31-1024x523.png\" alt=\"\" class=\"wp-image-6793\" srcset=\"https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-31-1024x523.png 1024w, https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-31-300x153.png 300w, https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-31-768x392.png 768w, https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-31-830x424.png 830w, https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-31.png 1529w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><strong><em>\u5716\u4e09\u3001AI\u5f37\u5316\u7684\u8cc7\u6599\u96c6\u4e0a\u50b3\u6b04\u4f4d\u5c0d\u61c9\u3002<\/em><\/strong><em>IPA\u73fe\u5728\u80fd\u6b63\u78ba\u89e3\u6790\u5177\u6709\u5404\u7a2e\u975e\u6a19\u6e96\u683c\u5f0f\u7684\u8907\u96dc\u8cc7\u6599\u96c6\u3002\u5982\u679c\u9700\u8981\uff0c\u60a8\u4ecd\u7136\u53ef\u4ee5\u624b\u52d5\u6307\u6d3e\u5176\u4ed6\u6b04\u4f4d\u6216\u8b8a\u66f4AI\u7684\u9078\u64c7\u3002<\/em><\/figcaption><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-green-cyan-color\">\u4f7f\u7528API\u7a0b\u5f0f\u5316\u904b\u884c\u57fa\u56e0\u5c64\u7d1a\u7684\u8b8a\u7570\u8cc7\u6599\u6838\u5fc3\u5206\u6790\uff08Core Analysis\uff09<\/mark><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u5728\u53ef\u4ee5\u900f\u904e\u7a0b\u5f0f\u5316\u65b9\u5f0f\uff08API\uff09\u5c07\u57fa\u56e0\u5c64\u7d1a\u7684\u589e\u6e1b\uff08loss\/gain\uff09\u8cc7\u6599\u50b3\u9001\u81f3 IPA\u684c\u9762\u7248\u9032\u884c\u5206\u6790\u3002\u4f8b\u5982\uff0c\u60a8\u53ef\u4ee5\u5c07\u8b8a\u7570\u5206\u6790\u6d41\u7a0b\u8207IPA\u9023\u63a5\uff0c\u57f7\u884c\u6838\u5fc3\u5206\u6790\uff0c\u4ee5\u63a2\u7d22\u9019\u4e9b\u8b8a\u7570\u5c0dCanonical Pathways\u4ee5\u53ca\u75be\u75c5\u8207\u529f\u80fd\u7684\u5f71\u97ff\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728IPA\u5148\u524d\u7684\u7248\u672c\u4e2d\uff0c\u96d6\u7136\u53ef\u4ee5\u900f\u904e\u7a0b\u5f0f\u5316\u65b9\u5f0f\u50b3\u9001<a href=\"https:\/\/qiagen.my.salesforce-sites.com\/KnowledgeBase\/KnowledgeNavigatorPage?id=kA41i000000L5mKCAS&amp;categoryName=IPA\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">\u6b64\u985e<\/mark><\/strong><\/a>\u8cc7\u6599\uff0c\u4f46\u7121\u6cd5\u81ea\u52d5\u555f\u52d5\u5206\u6790\u3002\u73fe\u5728\uff0c\u60a8\u53ef\u4ee5\u5c07\u8cc7\u6599\u50b3\u9001\u9032\u884c\u5206\u6790\uff08\u5982\u4e0b\u6240\u8ff0\uff09\uff0c\u4e26\u53ef\u9078\u64c7\u8a2d\u5b9a\u7be9\u9078\u689d\u4ef6\uff08cutoffs\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7bc4\u4f8b\u8cc7\u6599\u96c6\uff1a<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>Gene ID<\/td><td>Variant gain loss<\/td><\/tr><tr><td>NM_153698<\/td><td>-2<\/td><\/tr><tr><td>NM_020686<\/td><td>1<\/td><\/tr><tr><td>NM_173076<\/td><td>2<\/td><\/tr><tr><td>NM_203288<\/td><td>0<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5c0d\u61c9\u7684API\u6307\u4ee4\uff1a<\/strong><br>https:\/\/analysis.ingenuity.com\/pa\/api\/v2\/dataanalysis?<br>logoutRequest=&amp;<br>projectname=Gainlosstestproject&amp;<br>ipaview=projectmanager&amp;<br>datasetname=MyTestDataset1&amp;<br>geneidtype=refseq&amp;<br>genecolname=identifier&amp;<br>expvaltype=gain_loss&amp;<br>geneid=NM_153698&amp;expvalue=-2&amp;<br>geneid=NM_020686&amp;expvalue=1&amp;<br>geneid=NM_173076&amp;expvalue=2&amp;<br>geneid=NM_182828&amp;expvalue=0&amp;<br>categorycutoff=-2,1,2<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7531\u65bc\u4e0a\u8ff0API\u6307\u4ee4\u4e2d\u4f7f\u7528\u4e86\u300ccategorycutoff\u300d\u53c3\u6578\uff0cIPA\u53ea\u6703\u5c07\u52a0\u7c97\u7684ID<br>\uff08\u5982\u5716\u56db\u6240\u793a\uff09\u7d0d\u5165\u5206\u6790\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"196\" src=\"https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-32-1024x196.png\" alt=\"\" class=\"wp-image-6800\" srcset=\"https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-32-1024x196.png 1024w, https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-32-300x57.png 300w, https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-32-768x147.png 768w, https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-32-830x159.png 830w, https:\/\/lsl.sinica.edu.tw\/Blog\/wp-content\/uploads\/2026\/04\/image-32.png 1537w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em><strong>\u5716\u56db\u3001\u4f7f\u7528\u4e0a\u8ff0API\u6307\u4ee4\u63d0\u4ea4\u5206\u6790\u5f8c\u7684Molecule\u5206\u9801\u3002<\/strong>IPA\u5c07\u589e\u6e1b\uff08loss\/gain\uff09\u7684\u6578\u503c\u985e\u5225\u8f49\u63db\u70ba\u5982\u4e0a\u6240\u793a\u7684\u5c0d\u61c9\u6578\u503c\u3002<\/em><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">IPA\u5167\u5bb9\u66f4\u65b0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-green-cyan-color\">\u65b0\u589e\u4e03\u689dIngenuity\u8a0a\u865f\u50b3\u5c0e\u8def\u5f91<\/mark><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u767c\u708e\u8207\u75bc\u75db\u611f\u53d7\u4e2d\u7684\u6291\u9223\u7d20\u57fa\u56e0\u76f8\u95dc\u80bd\u8a0a\u865f\u50b3\u5c0e\u8def\u5f91\uff08CGRP in Inflammation and Nociception Signaling Pathway\uff09<\/li>\n\n\n\n<li>\u504f\u982d\u75db\u4e2d\u7684\u795e\u7d93\u80bd\u8a0a\u865f\u50b3\u5c0e\u8def\u5f91\uff08Neuropeptides in Migraine Signaling Pathway\uff09<\/li>\n\n\n\n<li>\u80de\u5410\u56ca\u8907\u5408\u7269\u8a0a\u865f\u50b3\u5c0e\u8def\u5f91\uff08Exocyst Signaling Pathway\uff09<\/li>\n\n\n\n<li>\u5916\u6ccc\u9ad4\u8a0a\u865f\u50b3\u5c0e\u8def\u5f91\uff08Exosome Signaling Pathway\uff09<\/li>\n\n\n\n<li>\u6838\u7cd6\u6bd2\u6027\u58d3\u529b\u8a0a\u865f\u8def\u5f91\uff08Ribotoxic Stress Signaling Pathway\uff09<\/li>\n\n\n\n<li>\u7d30\u80de\u9031\u671f\u9032\u7a0b\u4e2d\u7684UBE2C\u8a0a\u865f\u50b3\u5c0e\u8def\u5f91\uff08UBE2C in Cell Cycle Progression Signaling Pathway\uff09<\/li>\n\n\n\n<li>XIST\u8868\u89c0\u907a\u50b3\u8abf\u63a7\u8a0a\u865f\u50b3\u5c0e\u8def\u5f91\uff08XIST Epigenetic Regulation Signaling Pathway\uff09<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-green-cyan-color\"><strong>\u77e5\u8b58\u5eab\u66f4\u65b0<\/strong><\/mark><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8d85\u904e32,000\u7b46\u4f86\u81ea\u5c08\u5bb6\u7684\u6587\u737b\u8a3b\u89e3<\/li>\n\n\n\n<li>\u8d85\u904e24,000\u7b46BioGrid\u86cb\u767d\u8cea\u4ea4\u4e92\u4f5c\u7528\u8cc7\u6599<\/li>\n\n\n\n<li>\u8d85\u904e64,000\u7b46ClinVar\u764c\u75c7\u7a81\u8b8a\u8cc7\u6599<\/li>\n\n\n\n<li>\u8d85\u904e9,400\u7b46IntAct\u86cb\u767d\u8cea\u4ea4\u4e92\u4f5c\u7528\u8cc7\u6599<\/li>\n\n\n\n<li>\u8d85\u904e3,600\u7b46GWAS\u57fa\u56e0\u8207\u75be\u75c5\u95dc\u806f\u767c\u73fe<\/li>\n\n\n\n<li>\u8d85\u904e800\u7b46ClinicalTrials.gov\u85e5\u7269\u8207\u75be\u75c5\u8cc7\u6599<\/li>\n\n\n\n<li>\u8d85\u904e820\u7b46 ClinicalTrials.gov\u9776\u9ede\u8207\u75be\u75c5\u8cc7\u6599<\/li>\n\n\n\n<li>\u8d85\u904e139\u7b46\u5c0f\u9f20\u57fa\u56e0\u7d44\u8cc7\u6599\u5eab\uff08Mouse Genome Database\uff09\u57fa\u56e0\u529f\u80fd\u767c\u73fe<\/li>\n\n\n\n<li>\u8d85\u904e330\u7a2e\u53ef\u5c0d\u61c9\u7684\u5316\u5b78\u7269\u8cea\u8cc7\u6599<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n<div class=\"pld-like-dislike-wrap pld-template-1\">\r\n    <div class=\"pld-like-wrap  pld-common-wrap\">\r\n    <a href=\"javascript:void(0)\" class=\"pld-like-trigger pld-like-dislike-trigger  \" title=\"\u8b9a\" data-post-id=\"6783\" data-trigger-type=\"like\" data-restriction=\"ip\" data-already-liked=\"0\">\r\n                        <i class=\"fas fa-thumbs-up\"><\/i>\r\n                <\/a>\r\n    <span class=\"pld-like-count-wrap pld-count-wrap\">0    <\/span>\r\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u7d93\u8a0a\u806f\u57fa\u56e0\u6578\u4f4d\u80a1\u4efd\u6709\u9650\u516c\u53f8\u540c\u610f\u8f49\u8f09 \u95dc\u65bcIPA\u8207IPA Interpret QIAGEN IPA\u662f\u4e00\u6b3e\u96f2\u7aef&hellip;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[272,46],"class_list":["post-6783","post","type-post","status-publish","format-standard","hentry","category-databases","tag-ingenuity-pathway-analysis-2","tag-ipa"],"_links":{"self":[{"href":"https:\/\/lsl.sinica.edu.tw\/Blog\/wp-json\/wp\/v2\/posts\/6783","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lsl.sinica.edu.tw\/Blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lsl.sinica.edu.tw\/Blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lsl.sinica.edu.tw\/Blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/lsl.sinica.edu.tw\/Blog\/wp-json\/wp\/v2\/comments?post=6783"}],"version-history":[{"count":15,"href":"https:\/\/lsl.sinica.edu.tw\/Blog\/wp-json\/wp\/v2\/posts\/6783\/revisions"}],"predecessor-version":[{"id":6803,"href":"https:\/\/lsl.sinica.edu.tw\/Blog\/wp-json\/wp\/v2\/posts\/6783\/revisions\/6803"}],"wp:attachment":[{"href":"https:\/\/lsl.sinica.edu.tw\/Blog\/wp-json\/wp\/v2\/media?parent=6783"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lsl.sinica.edu.tw\/Blog\/wp-json\/wp\/v2\/categories?post=6783"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lsl.sinica.edu.tw\/Blog\/wp-json\/wp\/v2\/tags?post=6783"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}