OBJECTIVE: To identify subgroups of COPD with distinct phenotypes, evaluate the distribution of phenotypes in four related regions and calculate the 1-year change in lung function and quality of life according to subgroup.
METHODS: Using clinical characteristics, we performed factor analysis and hierarchical cluster analysis in a cohort of 1676 COPD patients from 13 Asian cities. We compared the 1-year change in forced expiratory volume in one second (FEV1), modified Medical Research Council dyspnoea scale score, St George's Respiratory Questionnaire (SGRQ) score and exacerbations according to subgroup derived from cluster analysis.
RESULTS: Factor analysis revealed that body mass index, Charlson comorbidity index, SGRQ total score and FEV1 were principal factors. Using these four factors, cluster analysis identified three distinct subgroups with differing disease severity and symptoms. Among the three subgroups, patients in subgroup 2 (severe disease and more symptoms) had the most frequent exacerbations, most rapid FEV1 decline and greatest decline in SGRQ total score.
CONCLUSION: Three subgroups with differing severities and symptoms were identified in Asian COPD subjects.
METHODS: The total number and age-standardized rates of deaths and disability-adjusted life years (DALYs) from primary liver cancer attributable to each metabolic risk factor were extracted from the Global Burden of Disease Study 1990-2021. The metabolic burden trends of liver cancer across regions and countries by sociodemographic index (SDI) and sex were estimated. The annual percentage changes in age-standardized DALYs rate were also calculated.
RESULTS: Globally, in 2021, primary liver cancer attributable to high BMI and/or high FPG was estimated to have caused 59,970 deaths (95% uncertainty interval [UI] 20,567-104,103) and 1,540,437 DALYs (95% UI 540,922-2,677,135). The age-standardized rates of death and DALYs were 0.70 (95% UI 0.24-1.21) and 17.64 (95% UI 6.19-30.65) per 100,000 person-years. A consistent global rise in liver cancer attributable to metabolic risks was observed from 1990 to 2021, with high BMI identified as the major contributing risk factor. The highest burden of deaths and DALYs of liver cancer consistently occurred in high SDI countries, while the fastest growth trends were observed in low-middle SDI countries. The burdens of high levels of BMI and FPG were higher in men than in women.
DISCUSSION: Primary liver cancer attributable to high BMI and/or high FPG imposes an increasingly substantial clinical burden on global public health, particularly in high SDI countries. Rapid growth trends are also found in middle SDI countries.