Temporal trends and machine learning prediction for chronic kidney disease due to hypertension in young adults from 1990 to 2021: an analysis of the global burden of disease study 2021.

ABSTRACT:

Background

Young adults aged 25-49, at the peak of work and family responsibilities, face serious health and productivity challenges when affected by chronic kidney disease (CKD) due to hypertension.

Methods

Using Global Burden of Disease (GBD) 1990-2021 data, we assessed global, regional, and national CKD burden due to hypertension in young adults, focusing on mortality and disability-adjusted life years (DALYs). Trends analyzed by Joinpoint regression and forecasted to 2040 using eight machine learning models.

Results

In 2021, global mortality from CKD due to hypertension reached 18,675.24 cases, a 157.55% increase since 1990. The age-standardized mortality rate (ASMR) rose from 0.31 to 0.45 per 100,000 persons, with an average annual percentage change (AAPC) of 1.2

SUBMITTER: Miao Y 

PROVIDER: S-EPMC12509297 | biostudies-literature | 2025 Dec

REPOSITORIES: biostudies-literature