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Updated: Sep 19, 2025

Author Spotlight: Assessing the Cardiovascular Profile of Patients with Metabolic Syndrome
Published on: September 27, 2024
Impact of metabolic health and weight transition on COVID-19 risk: A population-based cohort study
Yujin Park1, Su Hwan Kim2, Ahnul Ha3
1Healthcare Data Center, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, 03181, Republic of Korea.
Objectives:
Obesity and metabolic health are known factors influencing COVID-19 severity. However, the effect of changes in metabolic health and weight status on COVID-19 outcomes remains unclear. To investigate the association between changes in metabolic health and weight status over time and COVID-19-related risks.
Study Design:
Retrospective population-based cohort study.
Methods:
This retrospective population-based cohort study used data from South Korea's National Health Information Service collected between January 2014 and December 2021. A total of 284,719 participants who underwent health screening both in 2014-2015 and 2016-2017 were divided into the metabolically healthy non-obese (MHNO), metabolically healthy obese (MHO), metabolically unhealthy non-obese (MUNO), and metabolically unhealthy obese (MUO) groups.
Results:
Among initial MHNO participants, those who became MHO (hazard ratio (HR) 1·082, 95 % confidence intervals 1·01-1·16) and MUO (1·18, 1·11-1·26) had elevated risk for COVID-19 compared with those who remained MHNO. Conversely, participants who transitioned from MUO to MUNO (0·89, 0·84-0·95) were associated with a lower risk of COVID-19. Improvements in metabolic health did not mitigate COVID-19-related risks. Transitioning from MHNO to MHO (3·57, 1·38-9·26) was associated with a significantly higher risk of death due to COVID-19.
Conclusions:
Changes in metabolic health and obesity status significantly influence COVID-19 outcomes. Addressing obesity and promoting metabolic health are critical for mitigating the impact of COVID-19.
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