{"id":554632,"date":"2026-07-17T16:05:14","date_gmt":"2026-07-17T16:05:14","guid":{"rendered":"https:\/\/www.newsbeep.com\/ie\/554632\/"},"modified":"2026-07-17T16:05:14","modified_gmt":"2026-07-17T16:05:14","slug":"metabolic-multimorbidity-burden-and-health-risk-emj","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/ie\/554632\/","title":{"rendered":"Metabolic Multimorbidity Burden and Health Risk \u2013 EMJ"},"content":{"rendered":"<p>METABOLIC MULTIMORBIDITY BURDEN survey suggests that cardiovascular, kidney, and metabolic (CKM) disease burden may explain important differences in health status beyond <a href=\"https:\/\/www.emjreviews.com\/cardiology\/news\/waist-to-height-ratio-and-blood-pressure-predict-cvd\/\" rel=\"nofollow noopener\" target=\"_blank\">body mass index<\/a> (BMI).<\/p>\n<p>Researchers analysed pooled 2017 and 2019 Behavioural Risk Factor Surveillance System data from 677,784 US adults to develop a Metabolic Multimorbidity Burden Index (MMBI)<\/p>\n<p>Metabolic Multimorbidity Burden Index Development<\/p>\n<p>The MMBI is a self-report tool designed to quantify CKM-related multimorbidity when laboratory biomarkers are unavailable.<\/p>\n<p>The index incorporated five self-reported conditions: diabetes, hypertension, hypercholesterolaemia, chronic kidney disease, and <a href=\"https:\/\/www.emjreviews.com\/cardiology\/news\/climate-change-could-triple-cardiovascular-disease-burden-by-2050\/\" rel=\"nofollow noopener\" target=\"_blank\">cardiovascular disease<\/a>.<\/p>\n<p>The study aimed to determine whether combining the MMBI with BMI could better characterise self-rated health and health related quality of life outcomes.<\/p>\n<p>Higher MMBI scores were consistently associated with poorer self-rated health.<\/p>\n<p>In the fully adjusted model, each one standard deviation increase in MMBI was linked to significantly greater odds of poor self-rated health.<\/p>\n<p>Obesity and Joint Risk Patterns<\/p>\n<p>When BMI categories were cross classified with MMBI tertiles, substantial heterogeneity emerged.<\/p>\n<p>Compared with adults of normal weight and low MMBI, those of normal weight and high MMBI had markedly increased odds of poor self-rated health. This exceeded the estimate observed among adults with obesity and low MMBI.<\/p>\n<p>The highest risk was observed among adults with obesity and high MMBI.<\/p>\n<p>Statistical interaction between BMI and MMBI was also identified, indicating that metabolic burden and body fat mass jointly contributed to health risk.<\/p>\n<p>Implications for Population Health Surveillance<\/p>\n<p>The findings suggest that Metabolic Multimorbidity Burden may capture meaningful health differences that BMI alone does not identify.<\/p>\n<p>Similar patterns were observed for frequent physical distress and frequent mental distress, supporting the broader relevance of the index to health-related quality of life outcomes.<\/p>\n<p>The researchers emphasised that the MMBI is intended as a population surveillance tool rather than a clinical prediction instrument.<\/p>\n<p>Nevertheless, the results indicate that integrating Metabolic Multimorbidity Burden with BMI may provide a more informative framework for identifying health-related risk heterogeneity in settings where biomarker data are unavailable.<\/p>\n<p>Future research will be needed to evaluate its performance in other populations and against clinical outcomes.<\/p>\n<p>Reference<\/p>\n<p>Zhang X et al. Joint burden of obesity and CKM-related metabolic multimorbidity in US adults: development of a survey-based MMBI. Sci Rep. 2026;DOI:10.1038\/s41598-026-57886-4<\/p>\n<p>Featured image: Charlize D\/peopleimages.com on Adobe Stock<\/p>\n","protected":false},"excerpt":{"rendered":"METABOLIC MULTIMORBIDITY BURDEN survey suggests that cardiovascular, kidney, and metabolic (CKM) disease burden may explain important differences in&hellip;\n","protected":false},"author":2,"featured_media":554633,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[103,61,60],"class_list":["post-554632","post","type-post","status-publish","format-standard","has-post-thumbnail","category-health","tag-health","tag-ie","tag-ireland"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/posts\/554632","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/comments?post=554632"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/posts\/554632\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/media\/554633"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/media?parent=554632"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/categories?post=554632"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/tags?post=554632"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}