Global, regional, and national burden of acute leukemia and its risk factors from 1990 to 2021 and predictions to 2040: findings from the global burden of disease study 2021.

IF 2.9 4区 医学 Q3 ENGINEERING, BIOMEDICAL
Xinpu Han, Zhangjun Yun, Zhu Liu, Yuping Si, Shaodan Tian, Yu Zhang, Yubo Qi, Chengyuan Xue, Meichen Cui, Xu Wen, Yayue Zhang, Li Hou
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引用次数: 0

Abstract

Background: Despite therapeutic advances, acute leukemia (AL) continues to impose a substantial global health burden, with persistently high incidence and mortality rates. Notably, the prediction is that the number of incidence and mortality of acute myeloid leukemia (AML) cases will continue to increase to 184,287.88 and 165,537.59, respectively, by 2040. Using Global Burden of Disease Study (GBD) 2021 data, we assessed the worldwide AL burden from 1990 to 2021, analyzing trends by sex to inform public health strategies.

Methods: To delineate the burden of AL, we reported incidence, prevalence, mortality, and disability-adjusted life year (DALY) rates at global, regional, and national levels, with these estimates including age-standardized rates (ASRs) per 100,000 population and average annual percentage changes (AAPCs) from 1990 to 2021 which were stratified by age, sex, and socio-demographic index (SDI), and computed ASRs and AAPCs using linear regression. Temporal trends were analyzed using an age-period-cohort (APC) model with intrinsic estimation (principal component regression). Risk factor attribution quantified contributions of 21 behavioral, environmental, and metabolic exposures to AL-related DALYs. For inequality assessment, we applied the Slope Index of Inequality and Concentration Index to evaluate absolute and relative disparities in AL burden across regions and countries. Future projections (2040) were modeled via a Bayesian APC framework with Integrated Nested Laplace Approximation. All statistical analyses were performed using R software (version R 4.4.1). The GATHER (Guidelines for Accurate and Transparent Health Estimates Reporting) statement provides a framework to ensure the transparency, reproducibility, and quality of health estimates reporting.

Results: Between 1990 and 2021, global ASRs of AL declined, except for acute lymphoblastic leukemia (ALL) age-standardized prevalence rates (ASPR) (AAPC 0.84, 95% CI 0.59-1.10). Case numbers rose overall, though ALL mortality and DALYs decreased. AML burden correlated positively with SDI (ρ > 0, P < 0.001), with the highest number of incident and mortality cases in Western Europe. For ALL, SDI showed positive associations with ASIR and ASPR (ρ > 0, P < 0.001) but negative correlations with ASMR and ASDALR (ρ < 0, P < 0.001), with East Asia being the most severely affected region. High body mass index (BMI), smoking, and benzene/formaldehyde exposure were key AL DALY risk factors. High BMI and smoking predominate in developed countries, and the proportion of DALYs decreases progressively as SDI decreases. Occupational exposures prevailed in developing countries. Population growth drove most absolute increases. Males bore a greater AL burden. AML risk rose with age, whereas ALL displayed bimodal peaks (< 5 and > 40 years). Notably, while ASRs in AL are projected to decline slightly and the number of ALL to decrease by 2040, the number of AML is expected to increase, with the number of incidence and mortality cases increasing by 41.56% and 27.16%, respectively.

Conclusion: As a major public health concern, despite declining ALL-related mortality and DALYs (1990-2021), AL remains a growing global health challenge, with AML cases projected to rise significantly by 2040. Region-specific intervention strategies are required: high-SDI nations should prioritize smoking cessation and metabolic control to address smoking and high BMI-related AML risks while preparing for aging populations, whereas low/middle-SDI countries urgently need enhanced pediatric ALL diagnosis, treatment capacity, and occupational safety measures. Effective mitigation demands evidence-based health planning, including resource allocation guided by projected AL burden trends and targeted policy interventions to reduce healthcare disparities.

1990年至2021年全球、区域和国家急性白血病负担及其危险因素以及到2040年的预测:来自2021年全球疾病负担研究的结果
背景:尽管治疗取得了进展,但急性白血病(AL)的发病率和死亡率持续居高不下,继续给全球健康带来沉重负担。值得注意的是,预测急性髓性白血病(AML)病例的发病率和死亡率将继续增加,到2040年分别达到184,287.88和165,537.59。利用全球疾病负担研究(GBD) 2021数据,我们评估了1990年至2021年全球AL负担,按性别分析趋势,为公共卫生战略提供信息。方法:为了描述AL的负担,我们报告了全球、地区和国家层面的发病率、患病率、死亡率和残疾调整生命年(DALY)率,这些估计值包括每10万人的年龄标准化率(ASRs)和1990年至2021年的平均年百分比变化(AAPCs),这些估计值按年龄、性别和社会人口指数(SDI)分层,并使用线性回归计算ASRs和AAPCs。时间趋势分析使用年龄-时期-队列(APC)模型与固有估计(主成分回归)。风险因素归因量化了21种行为、环境和代谢暴露对al相关DALYs的影响。为了评估不平等,我们应用不平等斜率指数和集中指数来评估不同地区和国家AL负担的绝对和相对差异。未来预测(2040年)通过集成嵌套拉普拉斯近似的贝叶斯APC框架进行建模。所有统计分析均使用R软件(版本R 4.4.1)进行。《准确和透明卫生估计数报告准则》提供了一个框架,以确保卫生估计数报告的透明度、可重复性和质量。结果:1990年至2021年间,除急性淋巴细胞白血病(ALL)年龄标准化患病率(ASPR) (AAPC 0.84, 95% CI 0.59-1.10)外,全球AL的asr下降。病例数总体上升,但ALL死亡率和伤残调整生命年有所下降。AML负担与SDI呈正相关(P < 0 0, P < 0, P < 40)。值得注意的是,虽然预计到2040年AL中的asr将略有下降,ALL的数量将减少,但AML的数量预计将增加,发病率和死亡率分别增加41.56%和27.16%。结论:作为一个主要的公共卫生问题,尽管all相关死亡率和DALYs(1990-2021)下降,但AL仍然是一个日益增长的全球健康挑战,预计到2040年AML病例将显著上升。需要采取区域特异性干预策略:高sdi国家应优先考虑戒烟和代谢控制,以解决吸烟和高bmi相关的AML风险,同时为人口老龄化做准备,而低/中等sdi国家迫切需要加强儿科ALL的诊断、治疗能力和职业安全措施。有效的缓解需要基于证据的卫生规划,包括以预测的AL负担趋势为指导的资源分配和有针对性的政策干预,以缩小医疗保健差距。
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来源期刊
BioMedical Engineering OnLine
BioMedical Engineering OnLine 工程技术-工程:生物医学
CiteScore
6.70
自引率
2.60%
发文量
79
审稿时长
1 months
期刊介绍: BioMedical Engineering OnLine is an open access, peer-reviewed journal that is dedicated to publishing research in all areas of biomedical engineering. BioMedical Engineering OnLine is aimed at readers and authors throughout the world, with an interest in using tools of the physical and data sciences and techniques in engineering to understand and solve problems in the biological and medical sciences. Topical areas include, but are not limited to: Bioinformatics- Bioinstrumentation- Biomechanics- Biomedical Devices & Instrumentation- Biomedical Signal Processing- Healthcare Information Systems- Human Dynamics- Neural Engineering- Rehabilitation Engineering- Biomaterials- Biomedical Imaging & Image Processing- BioMEMS and On-Chip Devices- Bio-Micro/Nano Technologies- Biomolecular Engineering- Biosensors- Cardiovascular Systems Engineering- Cellular Engineering- Clinical Engineering- Computational Biology- Drug Delivery Technologies- Modeling Methodologies- Nanomaterials and Nanotechnology in Biomedicine- Respiratory Systems Engineering- Robotics in Medicine- Systems and Synthetic Biology- Systems Biology- Telemedicine/Smartphone Applications in Medicine- Therapeutic Systems, Devices and Technologies- Tissue Engineering
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