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Updated: Sep 17, 2025

Establishing a Competing Risk Regression Nomogram Model for Survival Data
Published on: October 23, 2020
Impact of the Race-Neutral Equation on Mortality Risk Prediction in Korean Patients With Chronic Obstructive
Kwonhyung Hyung1, Hyun Woo Lee1, Joon Young Choi2
1Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea.
Background And Objective:
Recently, GLI-2022, a race-neutral reference equation, was proposed for spirometric interpretation. However, the impact of using the GLI-2022 in predicting mortality risk has not been fully investigated. This study determined whether the GOLD grades based on GLI-2022 or race-specific equations are overestimated or underestimated in terms of mortality risk prediction among Korean patients with COPD.
Methods:
The participants were enrolled in a prospective COPD cohort study conducted between 2005 and 2022. Patients were classified into GOLD 1 to GOLD 4 based on the post-bronchodilator forced expiratory volume in 1 s (FEV1) % predicted using the GLI-2022, GLI Northeast Asian (GLI-2012), Choi's, and KNHANES-VI reference equations. The risk of all-cause mortality was compared between GOLD grades calculated using different equations.
Results:
Among 1989 patients with COPD, 336 died during a median follow-up of 5.0 years (interquartile range, 3.1-7.3). The GLI-2022 estimated FEV1% predicted lower than those of GLI-2012, Choi's, and KNHANES-VI. No differences were found in the discrimination or calibration between the mortality prediction models. Rather, the GLI-2022 equation discriminated the mortality risk between the GOLD 1 and GOLD 2 groups (adjusted hazard ratio [aHR], 1.46; 95% confidence interval [CI], 1.05-2.03); however, the race-specific equations did not (Choi's: aHR, 1.22; 95% CI, 0.80-1.85; KNHANES-VI: aHR, 1.19; 95% CI, 0.77-1.82).
Conclusion:
Our results suggest that race-specific equations may overestimate the severity of airflow obstruction in Korean patients with mild COPD, which supports the new recommendation for the use of the GLI-2022.
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