Regional Inequities in Metabolic Dysfunction-associated Steatotic Liver Disease Burden and Care Quality in High-burden Settings: Implications for Health Systems.

IF 6 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY
Kexin Zhang, Chengxia Kan, Sufang Sheng, Wei Xu, Fang Han, Jian Chen, Xuan Li, Ningning Hou, Ying Xue, Xiaodong Sun
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Abstract

Background and aims: Metabolic dysfunction-associated steatotic liver disease (MASLD) is increasing rapidly, yet regional differences in burden and care quality remain unclear. This study aimed to compare regional incidence, mortality, and disability; evaluate care quality; identify key determinants; and project future incidence.

Methods: We analyzed the Global Burden of Disease 2023 estimates of MASLD incidence, deaths, and disability-adjusted life years from 1990 to 2023 by age, sex, country, and region. Age-standardized rates were assessed using joinpoint regression. A composite Quality of Care Index (QCI) was derived through principal component analysis. Gradient boosting models with SHapley Additive exPlanations interpretation identified key predictors, and Bayesian age-period-cohort models generated incidence projections.

Results: In 2023, South and East Asia had the largest numbers of new cases, while North Africa and the Middle East and Andean Latin America recorded the highest age-standardized incidence, mortality, and disability rates. Eastern Europe and Andean Latin America showed sustained increases in mortality and disability despite moderate incidence growth. QCI values were lowest in South Asia, Western Sub-Saharan Africa, and Eastern Europe. High body mass index and fasting plasma glucose were prominent contributors in comparative risk attribution analyses, and machine learning models identified age and calendar year as the strongest predictors of modeled burden patterns. Incidence is projected to continue increasing through 2050, particularly in India and China.

Conclusions: MASLD burden and care quality vary widely across regions. Low-QCI regions show higher mortality and disability, unfavorable metabolic risk profiles, and delayed detection patterns. Strengthening prevention, early case finding, fibrosis assessment, and treatment access may slow MASLD progression.

高负担环境中代谢功能障碍相关脂肪性肝病负担和护理质量的区域不平等:对卫生系统的影响
背景和目的:代谢功能障碍相关的脂肪变性肝病(MASLD)正在迅速增加,但在负担和护理质量方面的地区差异仍不清楚。本研究旨在比较区域发病率、死亡率和致残率;评估护理质量;确定关键决定因素;并预测未来的发病率。方法:我们按年龄、性别、国家和地区分析了全球疾病负担2023对1990年至2023年MASLD发病率、死亡和残疾调整生命年的估计。使用关节点回归评估年龄标准化率。通过主成分分析得出综合护理质量指数(QCI)。使用SHapley加性解释解释的梯度增强模型确定了关键预测因子,贝叶斯年龄-时期-队列模型生成了发病率预测。结果:2023年,南亚和东亚的新病例数量最多,而北非、中东和安第斯拉丁美洲的年龄标准化发病率、死亡率和致残率最高。东欧和安第斯拉丁美洲的死亡率和残疾率持续上升,尽管发病率有适度增长。南亚、撒哈拉以南非洲西部和东欧的QCI值最低。在比较风险归因分析中,高体重指数和空腹血糖是主要因素,机器学习模型将年龄和日历年确定为模型负担模式的最强预测因子。预计到2050年,发病率将继续增加,特别是在印度和中国。结论:MASLD负担和护理质量在不同地区差异很大。低qci区域显示更高的死亡率和致残率,不利的代谢风险概况和延迟的检测模式。加强预防、早期病例发现、纤维化评估和治疗可减缓MASLD的进展。
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来源期刊
Journal of Clinical and Translational Hepatology
Journal of Clinical and Translational Hepatology GASTROENTEROLOGY & HEPATOLOGY-
CiteScore
6.40
自引率
2.80%
发文量
496
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