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To further delineate heterogeneity within the clinical obesity group, we performed stratified analyses based on comorbidity burden (number of comorbidities), severity of adiposity, and presence of diabetes or hypertension.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      A total of 502\u2009129 participants were enrolled. About 375\u2009585 (74.8%) had non\u2010obesity, 126\u2009544 (25.2%) had\n                      <jats:styled-content style=\"fixed-case\">BMI<\/jats:styled-content>\n                      \u2010defined obesity (including 93\u2009410 [73.8%] with clinical obesity and 13\u2009875 [11.0%] with pre\u2010clinical obesity). During a median follow\u2010up of 15.8\u2009years, clinical obesity was associated with significantly higher risks of death (\n                      <jats:styled-content style=\"fixed-case\">HR<\/jats:styled-content>\n                      \u2009=\u20091.097, 95%\n                      <jats:styled-content style=\"fixed-case\">CI<\/jats:styled-content>\n                      : 1.071\u20131.125,\n                      <jats:italic>p<\/jats:italic>\n                      \u2009&lt;\u20090.001),\n                      <jats:styled-content style=\"fixed-case\">LRE<\/jats:styled-content>\n                      (\n                      <jats:styled-content style=\"fixed-case\">HR<\/jats:styled-content>\n                      \u2009=\u20091.103, 95%\n                      <jats:styled-content style=\"fixed-case\">CI<\/jats:styled-content>\n                      : 1.040\u20131.169,\n                      <jats:italic>p<\/jats:italic>\n                      \u2009&lt;\u20090.001),\n                      <jats:styled-content style=\"fixed-case\">CVD<\/jats:styled-content>\n                      (\n                      <jats:styled-content style=\"fixed-case\">HR<\/jats:styled-content>\n                      \u2009=\u20091.118, 95%\n                      <jats:styled-content style=\"fixed-case\">CI<\/jats:styled-content>\n                      : 1.091\u20131.146,\n                      <jats:italic>p<\/jats:italic>\n                      \u2009&lt;\u20090.001), and\n                      <jats:styled-content style=\"fixed-case\">CKD<\/jats:styled-content>\n                      (\n                      <jats:styled-content style=\"fixed-case\">HR<\/jats:styled-content>\n                      \u2009=\u20091.111, 95%\n                      <jats:styled-content style=\"fixed-case\">CI<\/jats:styled-content>\n                      : 1.081\u20131.141,\n                      <jats:italic>p<\/jats:italic>\n                      \u2009&lt;\u20090.001) compared to\n                      <jats:styled-content style=\"fixed-case\">BMI<\/jats:styled-content>\n                      \u2010based obesity. Conversely, pre\u2010clinical obesity showed significantly lower risks across these outcomes. High\u2010risk clinical obesity subgroups with multiple comorbidities or severe adiposity showed particularly increased risks.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>The clinical obesity classification helps to define a high\u2010risk phenotype with substantially increased risks of mortality and major comorbidities, while pre\u2010clinical obesity defines a distinct subgroup with more favourable outcomes.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1111\/dom.70271","type":"journal-article","created":{"date-parts":[[2025,11,10]],"date-time":"2025-11-10T08:30:33Z","timestamp":1762763433000},"page":"994-1003","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Newly defined clinical obesity versus\n                    <scp>body mass index<\/scp>\n                    \u2010defined obesity: Differential risks of overall death and adverse events in a population\u2010based cohort"],"prefix":"10.1111","volume":"28","author":[{"given":"Li\u2010You","family":"Lian","sequence":"first","affiliation":[{"name":"MAFLD Research Center, Department of Hepatology the First Affiliated Hospital of Wenzhou Medical University  Wenzhou China"},{"name":"Institute of Hepatology Wenzhou Medical University  Wenzhou China"},{"name":"Key Laboratory of Diagnosis and Treatment for the Development of Chronic Liver Disease in Zhejiang Province  Wenzhou China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chuan","family":"Liu","sequence":"additional","affiliation":[{"name":"Liver Disease Center of Integrated Traditional Chinese and Western Medicine, Department of Radiology, Zhongda Hospital, Medical School Southeast University, Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging &amp; Interventional Radiology (Southeast University)  Nanjing 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Medicine University of Verona  Verona Italy"},{"name":"Metabolic Diseases Research Unit, IRCCS Sacro Cuore\u2014Don Calabria Hospital  Negrar di Valpolicella Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6322-7753","authenticated-orcid":false,"given":"Christopher D.","family":"Byrne","sequence":"additional","affiliation":[{"name":"Southampton National Institute for Health and Care Research, Biomedical Research Centre University Hospital Southampton, and University of Southampton, Southampton General Hospital  Southampton UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yilin","family":"Zhang","sequence":"additional","affiliation":[{"name":"Center of Portal Hypertension, Department of Radiology Zhongda Hospital, Medical School, Southeast University  Nanjing China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaolong","family":"Qi","sequence":"additional","affiliation":[{"name":"Liver Disease 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