{"id":32204,"date":"2021-10-28T09:27:19","date_gmt":"2021-10-28T08:27:19","guid":{"rendered":"https:\/\/wames.org.uk\/cms-english\/?p=32204"},"modified":"2021-10-28T09:27:19","modified_gmt":"2021-10-28T08:27:19","slug":"hypothesis-me-cfs-as-an-immune-oxidative-stress-disorder","status":"publish","type":"post","link":"https:\/\/wames.org.uk\/cms-english\/hypothesis-me-cfs-as-an-immune-oxidative-stress-disorder\/","title":{"rendered":"Hypothesis: ME\/CFS as an immune &#038; oxidative stress disorder"},"content":{"rendered":"<h3><a href=\"https:\/\/www.eurekaselect.com\/195046\/article\" target=\"_blank\" rel=\"noopener\">The reification of the clinical diagnosis of myalgic encephalomyelitis \/ chronic fatigue syndrome (ME\/CFS) as an immune and oxidative stress disorder: construction of a data-driven nomothethic network and exposure of ME\/CFS subgroups<\/a>, by Michael Maes, Marta Kubera, Kristina Stoyanova, Jean-Claude Leunis <span style=\"text-decoration: underline;\">in<\/span> <em>Current Topics in Medicinal Chemistry<\/em>, Vol 21 , Issue 16 , 2021 [DOI : 10.2174\/1568026621666210727170147]<\/h3>\n<p>&nbsp;<\/p>\n<h3><strong>Article abstract:<\/strong><\/h3>\n<p>The approach towards myalgic encephalomyelitis \/ chronic fatigue syndrome (ME\/CFS) remains in a permanent state of crisis with fierce competition between the psychosocial school, which attributes ME\/CFS to the perception of effort, and the medical approach (Maes and Twisk, BMC Med, 2010,8,35).<\/p>\n<p>The aim of this paper is to review how to construct a <a href=\"https:\/\/www.thefreedictionary.com\/nomothetic\" target=\"_blank\" rel=\"noopener\">nomothetic model<\/a> of ME\/CFS using <a href=\"https:\/\/support.minitab.com\/en-us\/minitab\/18\/help-and-how-to\/modeling-statistics\/regression\/supporting-topics\/partial-least-squares-regression\/what-is-partial-least-squares-regression\/\" target=\"_blank\" rel=\"noopener\">Partial Least Squares<\/a> (PLS) path analysis and ensembling causome (bacterial) translocation as assessed with IgM\/IgA responses to LPS), protectome (lowered coenzyme Q10), adverse outcome pathways (AOP) including increased lysozyme, CD38+ T cell activation, cell-mediated immune activation (CMI), and IgM responses to oxidative specific epitopes and NO-adducts (IgM OSENO).<\/p>\n<p>Using PLS, we trained, tested and validated this knowledge- and data-driven causal ME\/CFS model, which showed adequate convergence, construct and replicability validity. This bottom-up explicit data model of ME\/CFS objectivates the descriptive narratives of the ME\/CFS phenome, using causome-protectome-AOP data, whereby the abstract concept ME\/CFS is translated into pathways, thereby securing the reification of the ME\/CFS phenome.<\/p>\n<p>We found that 31.6% of the variance in the physiosomatic symptom dimension of ME\/CFS was explained by the cumulative effects of CMI and CD38+ activation, IgM OSENO, IgA LPS, lysozyme (all positive) and coenzyme Q10 (inversely).<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" class=\"aligncenter size-full wp-image-33265 lazyload\" data-src=\"https:\/\/i0.wp.com\/wames.org.uk\/cms-english\/wp-content\/uploads\/2021\/10\/Maes-model-2021.png?resize=879%2C633&#038;ssl=1\" alt=\"\" width=\"879\" height=\"633\" data-srcset=\"https:\/\/i0.wp.com\/wames.org.uk\/cms-english\/wp-content\/uploads\/2021\/10\/Maes-model-2021.png?w=879&amp;ssl=1 879w, https:\/\/i0.wp.com\/wames.org.uk\/cms-english\/wp-content\/uploads\/2021\/10\/Maes-model-2021.png?resize=300%2C216&amp;ssl=1 300w, https:\/\/i0.wp.com\/wames.org.uk\/cms-english\/wp-content\/uploads\/2021\/10\/Maes-model-2021.png?resize=150%2C108&amp;ssl=1 150w, https:\/\/i0.wp.com\/wames.org.uk\/cms-english\/wp-content\/uploads\/2021\/10\/Maes-model-2021.png?resize=768%2C553&amp;ssl=1 768w\" data-sizes=\"(max-width: 879px) 100vw, 879px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 879px; --smush-placeholder-aspect-ratio: 879\/633;\" \/><\/p>\n<p><a href=\"https:\/\/www.qualtrics.com\/uk\/experience-management\/research\/cluster-analysis\/\" target=\"_blank\" rel=\"noopener\">Cluster analysis<\/a> performed on the PLS-generated latent vector scores of all feature sets exposed three distinct immune groups of ME\/CFS, namely:<\/p>\n<ul>\n<li>one with increased <a href=\"https:\/\/pdb101.rcsb.org\/motm\/9\" target=\"_blank\" rel=\"noopener\">lysozyme<\/a>,<\/li>\n<li>one with increased CMI + <a href=\"https:\/\/en.wikipedia.org\/wiki\/CD38\" target=\"_blank\" rel=\"noopener\">CD38<\/a> activation + depressive symptoms,<\/li>\n<li>and another with increased <a href=\"https:\/\/www.nature.com\/subjects\/bacterial-translocation\" target=\"_blank\" rel=\"noopener\">bacterial translocation<\/a> + autoimmune responses to OSENO [OSEs and NO-adducts].<\/li>\n<\/ul>\n<p><strong>Excerpt from paper:<\/strong><\/p>\n<p>&#8230;the nomothetic network exposed new drug targets to treat ME\/CFS. Moreover, the latent variable scores shape an idiomatic feature set profile that is specific for every patient and may be exploited for a personalized treatment.<\/p>\n<p><a href=\"\/Users\/coach\/Downloads\/CFS-MASTER-CTMC-29-1-2021-PREPRINT.pdf\" target=\"_blank\" rel=\"noopener\">Download full paper<\/a> [preprint pdf]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The reification of the clinical diagnosis of myalgic encephalomyelitis \/ chronic fatigue syndrome (ME\/CFS) as an immune and oxidative stress disorder: construction of a data-driven nomothethic network and exposure of ME\/CFS subgroups, by Michael Maes, Marta Kubera, Kristina Stoyanova, Jean-Claude &hellip; <a href=\"https:\/\/wames.org.uk\/cms-english\/hypothesis-me-cfs-as-an-immune-oxidative-stress-disorder\/\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[1],"tags":[4960,321,447,7094,7095,7096,313,559],"class_list":["post-32204","post","type-post","status-publish","format-standard","hentry","category-news","tag-bacterial-translocation","tag-depression","tag-inflammation","tag-jean-claude-leunis","tag-kristina-stoyanova","tag-marta-kubera","tag-michael-maes","tag-oxidative-and-nitrosative-stress"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p5qkYK-8nq","_links":{"self":[{"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/posts\/32204","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/comments?post=32204"}],"version-history":[{"count":3,"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/posts\/32204\/revisions"}],"predecessor-version":[{"id":33266,"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/posts\/32204\/revisions\/33266"}],"wp:attachment":[{"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/media?parent=32204"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/categories?post=32204"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/tags?post=32204"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}