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使用先进时间序列模型预测年轻人群中与酒精相关的肝病死亡率趋势:1999 - 2030年分析

Forecasting Alcohol-Related Liver Disease Mortality Trends in Younger Populations Using Advanced Time-Series Models: A 1999-2030 Analysis.

作者信息

Ali Hassam, Jahagirdar Vinay, Blaney Hanna, Dahiya Dushyant Singh, Gangwani Manesh K, Patel Pratik, Hayat Umar, Jaber Fouad, Simonetto Douglas A, Satapathy Sanjaya K

机构信息

Department of Gastroenterology, Hepatology & Nutrition ECU Health Medical Center/Brody School of Medicine Greenville North Carolina USA.

Department of Internal Medicine University of Missouri-Kansas City School of Medicine Kansas City Missouri USA.

出版信息

JGH Open. 2024 Dec 3;8(12):e70057. doi: 10.1002/jgh3.70057. eCollection 2024 Dec.

DOI:10.1002/jgh3.70057
PMID:39634629
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11614748/
Abstract

OBJECTIVE

Alcohol-related liver disease (ALD) has emerged as a significant public health concern, particularly among younger populations. ALD remains the leading cause of alcohol-attributable deaths. This study aims to forecast ALD mortality trends up to 2030, focusing on individuals under 55 years.

METHODS

We utilized data from the CDC WONDER database (1999-2022) to examine ALD-related deaths, identified by ICD-10 codes (K70.0-K70.9). Crude mortality rates (CMRs) per 100 000 were analyzed and temporal trends were assessed using annual and average annual percent changes (APC/AAPC) with empirical quantile confidence intervals. An Autoregressive Integrated Moving Average (ARIMA) model was employed to project mortality rates until 2030, validated through time series cross-validation.

RESULTS

From 1999 to 2022, there were 181 862 ALD-related deaths among individuals under 55, with mortality rates increasing from 3.9 per 100 000 in 1999 to 9.7 per 100 000 in 2022 (AAPC 4.66%, 95% CI: 3.90%-5.86%). Projections suggest rates will continue to rise, reaching 14.4 per 100 000 by 2030. From 1999 to 2022, the 25-34 age group experienced the highest increase, with an AAPC of 10.27% (95% CI: 9.19%-11.35%), while the 35-44 and 45-54 age groups showed more moderate increases, with AAPCs of 5.03% and 4.38%, respectively. Projections indicate an AAPC of 3.86% for ages 25-34, 3.90% for ages 35-44, and 6.17% for ages 45-54 by 2030.

CONCLUSION

Forecasts indicate a continued rise in ALD mortality among individuals under 55, necessitating immediate public health strategies to mitigate this trend.

摘要

目的

酒精性肝病(ALD)已成为一个重大的公共卫生问题,尤其是在年轻人群体中。ALD仍然是酒精所致死亡的主要原因。本研究旨在预测到2030年ALD的死亡率趋势,重点关注55岁以下人群。

方法

我们利用美国疾病控制与预防中心(CDC)的WONDER数据库(1999 - 2022年)中的数据,通过国际疾病分类第十版(ICD - 10)编码(K70.0 - K70.9)来检查与ALD相关的死亡情况。分析了每10万人的粗死亡率(CMRs),并使用年度和平均年度百分比变化(APC/AAPC)以及经验分位数置信区间评估时间趋势。采用自回归积分滑动平均(ARIMA)模型预测到2030年的死亡率,并通过时间序列交叉验证进行验证。

结果

1999年至2022年期间,55岁以下人群中有181862例与ALD相关的死亡,死亡率从1999年的每10万人3.9例增至2022年的每10万人9.7例(平均年度百分比变化为4.66%,95%置信区间:3.90% - 5.86%)。预测表明死亡率将继续上升,到2030年将达到每10万人14.4例。1999年至2022年期间,25 - 34岁年龄组的增长幅度最大,平均年度百分比变化为10.27%(95%置信区间:9.19% - 11.35%),而35 - 44岁和45 - 54岁年龄组的增长较为平缓,平均年度百分比变化分别为5.03%和4.38%。预测显示,到2030年,25 - 34岁年龄组的平均年度百分比变化为3.86%,35 - 44岁年龄组为3.90%,45 - 54岁年龄组为6.17%。

结论

预测表明55岁以下人群中ALD死亡率将持续上升,因此需要立即采取公共卫生策略来缓解这一趋势。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2927/11614748/c0259df4dd50/JGH3-8-e70057-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2927/11614748/c0259df4dd50/JGH3-8-e70057-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2927/11614748/c0259df4dd50/JGH3-8-e70057-g001.jpg

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