{"id":178439,"date":"2026-01-14T19:01:00","date_gmt":"2026-01-15T00:01:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/01\/14\/ai-study-identifies-two-main-clinical-subtypes-of-primary-sjogrens\/"},"modified":"2026-01-15T01:30:12","modified_gmt":"2026-01-15T06:30:12","slug":"ai-study-identifies-two-main-clinical-subtypes-of-primary-sjogrens","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/01\/14\/ai-study-identifies-two-main-clinical-subtypes-of-primary-sjogrens\/","title":{"rendered":"AI study identifies two main clinical subtypes of primary Sj\u00f6gren\u2019s"},"content":{"rendered":"<p><a href=\"https:\/\/sjogrenssyndromenews.com\/news\/ai-study-identifies-two-main-clinical-subtypes-primary-sjogrens\/\">AI study identifies two main clinical subtypes of primary Sj\u00f6gren\u2019s<\/a><\/p>\n<p><a href=\"https:\/\/sjogrenssyndromenews.com\/news\/ai-study-identifies-two-main-clinical-subtypes-primary-sjogrens\/\">https:\/\/sjogrenssyndromenews.com\/news\/ai-study-identifies-two-main-clinical-subtypes-primary-sjogrens\/<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-01-14 19:01:00<\/a><\/p>\n<p>Source Domain: <a href=\"sjogrenssyndromenews.com\">sjogrenssyndromenews.com<\/a><\/p>\n<ul>\n<li>\n<p><strong>Discovery of Clinical Subtypes<\/strong>: Recent research has identified two major clinical subtypes of primary Sj\u00f6gren\u2019s disease using artificial intelligence and machine learning, which shows distinct organ involvement patterns and immune features.<\/p>\n<\/li>\n<li>\n<p><strong>Two Main Subtypes<\/strong>: Patients were classified into a \u201cmultisystem inflammatory subtype\u201d characterized by widespread musculoskeletal involvement along with higher inflammatory markers and a \u201cglandular-limited high immunoglobulin subtype\u201d displaying involvement predominantly in the tear and salivary glands along with elevated IgG levels.<\/p>\n<\/li>\n<li>\n<p><strong>High Markers in Subtypes<\/strong>: Patients in the inflammatory subtype tend to exhibit higher levels of rheumatoid factor (RF) and erythrocyte sedimentation rate (ESR) compared to those in the glandular subtype, who show higher IgG levels.<\/p>\n<\/li>\n<li>\n<p><strong>More Severe Disease<\/strong>: The inflammatory subtype appears to have a more severe disease based on traditional clinical measures, with males being more likely to fall into this severe subtype.<\/p>\n<\/li>\n<li>\n<p><strong>Utility for Personalized Management<\/strong>: This classification system, though needing further validation, could contribute to understanding the underlying pathology of primary Sj\u00f6gren\u2019s disease and promote more personalized patient management strategies, potentially leading to tailored therapies and monitoring.<\/p>\n<\/li>\n<li>\n<p><strong>Research in Progress<\/strong>: Researchers emphasize that further studies are required to confirm the validity of these subtypes in real-world clinical settings and explore their utility in patient care. <\/p>\n<\/li>\n<li>\n<p><strong>Predictive Biomarker Development<\/strong>: A prediction model combining laboratory markers and biological sex was developed to distinguish between the two subtypes, suggesting RF as a potential marker for precision subtyping and targeted therapy in future research.<\/p>\n<\/li>\n<li>\n<p><strong>Comprehensive Analysis<\/strong>: The study offers a new angle on disease heterogeneity in Sj\u00f6gren\u2019s, complementing traditional classifications and potentially paving the way for developments in individualized therapeutic approaches.<\/p>\n<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI study identifies two main clinical subtypes of primary Sj\u00f6gren\u2019s https:\/\/sjogrenssyndromenews.com\/news\/ai-study-identifies-two-main-clinical-subtypes-primary-sjogrens\/ Publish Date: 2026-01-14 19:01:00&#8230;<\/p>\n","protected":false},"author":1,"featured_media":178440,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/sjogrenssyndromenews.com\/wp-content\/uploads\/2021\/10\/DoctorsTablet.png","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[20],"class_list":["post-178439","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/178439"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=178439"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/178439\/revisions"}],"predecessor-version":[{"id":178441,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/178439\/revisions\/178441"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/178440"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=178439"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=178439"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=178439"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}