The temporal trend of disease burden attributable to metabolic risk factors in China, 1990-2019: An analysis of the global burden of disease study

Background and aims: The disease burden attributable to metabolic risk factors is rapidly increasing in China, especially in older people. The objective of this study was to (i) estimate the pattern and trend of six metabolic risk factors and attributable causes in China from 1990 to 2019, (ii) asce...

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Main Authors: Jin, Yingzhao, So, Ho, Cerin, Ester, Barnett, Anthony, Mubarik, Sumaira, Hezam, Kamal, Feng, Xiaoqi, Wang, Ziyue, Huang, Junjie, Zhong, Chenwen, Hayat, Khezar, Wang, Fang, Wu, Ai-Min, Xu, Suowen, Zou, Zhiyong, Lim, Lee-Ling, Cai, Jiao, Song, Yimeng, Tam, Lai-shan, Wu, Dongze
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Published: Frontiers Media S.A. 2023
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Online Access:http://eprints.um.edu.my/38893/
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spelling my.um.eprints.388932024-11-24T02:29:22Z http://eprints.um.edu.my/38893/ The temporal trend of disease burden attributable to metabolic risk factors in China, 1990-2019: An analysis of the global burden of disease study Jin, Yingzhao So, Ho Cerin, Ester Barnett, Anthony Mubarik, Sumaira Hezam, Kamal Feng, Xiaoqi Wang, Ziyue Huang, Junjie Zhong, Chenwen Hayat, Khezar Wang, Fang Wu, Ai-Min Xu, Suowen Zou, Zhiyong Lim, Lee-Ling Cai, Jiao Song, Yimeng Tam, Lai-shan Wu, Dongze R Medicine (General) RA0421 Public health. Hygiene. Preventive Medicine Background and aims: The disease burden attributable to metabolic risk factors is rapidly increasing in China, especially in older people. The objective of this study was to (i) estimate the pattern and trend of six metabolic risk factors and attributable causes in China from 1990 to 2019, (ii) ascertain its association with societal development, and (iii) compare the disease burden among the Group of 20 (G20) countries. Methods: The main outcome measures were disability-adjusted life-years (DALYs) and mortality (deaths) attributable to high fasting plasma glucose (HFPG), high systolic blood pressure (HSBP), high low-density lipoprotein (HLDL) cholesterol, high body-mass index (HBMI), kidney dysfunction (KDF), and low bone mineral density (LBMD). The average annual percent change (AAPC) between 1990 and 2019 was analyzed using Joinpoint regression. Results: For all sixmetabolic risk factors, the rate of DALYs and death increased with age, accelerating for individuals older than 60 and 70 for DALYs and death, respectively. The AAPC value in rate of DALYs and death were higher in male patients than in female patients across 20 age groups. A double-peak pattern was observed for AAPC in the rate of DALYs and death, peaking at age 20-49 and at age 70-95 plus. The age-standardized rate of DALYs increased for HBMI and LBMD, decreased for HFPG, HSBP, KDF, and remained stable for HLDL from 1990 to 2019. In terms of age-standardized rate of DALYs, there was an increasing trend of neoplasms and neurological disorders attributable to HFPG; diabetes and kidney diseases, neurological disorders, sense organ diseases, musculoskeletal disorders, neoplasms, cardiovascular diseases, digestive diseases to HBMI; unintentional injuries to LBMD; and musculoskeletal disorders to KDF. Among 19 countries of Group 20, in 2019, the age-standardized rate of DALYs and death were ranked fourth to sixth for HFPG, HSBP, and HLDL, but ranked 10th to 15th for LBMD, KDF, and HBMI, despite the number of DALYs and death ranked first to second for sixmetabolic risk factors. Conclusions: Population aging continuously accelerates the metabolic risk factor driven disease burden in China. Comprehensive and tight control of metabolic risk factors before 20 and 70 may help to mitigate the increasing disease burden and achieve healthy aging, respectively. Frontiers Media S.A. 2023-01 Article PeerReviewed Jin, Yingzhao and So, Ho and Cerin, Ester and Barnett, Anthony and Mubarik, Sumaira and Hezam, Kamal and Feng, Xiaoqi and Wang, Ziyue and Huang, Junjie and Zhong, Chenwen and Hayat, Khezar and Wang, Fang and Wu, Ai-Min and Xu, Suowen and Zou, Zhiyong and Lim, Lee-Ling and Cai, Jiao and Song, Yimeng and Tam, Lai-shan and Wu, Dongze (2023) The temporal trend of disease burden attributable to metabolic risk factors in China, 1990-2019: An analysis of the global burden of disease study. Frontiers in Nutrition, 9. ISSN 2296861X, DOI https://doi.org/10.3389/fnut.2022.1035439 <https://doi.org/10.3389/fnut.2022.1035439>. 10.3389/fnut.2022.1035439
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic R Medicine (General)
RA0421 Public health. Hygiene. Preventive Medicine
spellingShingle R Medicine (General)
RA0421 Public health. Hygiene. Preventive Medicine
Jin, Yingzhao
So, Ho
Cerin, Ester
Barnett, Anthony
Mubarik, Sumaira
Hezam, Kamal
Feng, Xiaoqi
Wang, Ziyue
Huang, Junjie
Zhong, Chenwen
Hayat, Khezar
Wang, Fang
Wu, Ai-Min
Xu, Suowen
Zou, Zhiyong
Lim, Lee-Ling
Cai, Jiao
Song, Yimeng
Tam, Lai-shan
Wu, Dongze
The temporal trend of disease burden attributable to metabolic risk factors in China, 1990-2019: An analysis of the global burden of disease study
description Background and aims: The disease burden attributable to metabolic risk factors is rapidly increasing in China, especially in older people. The objective of this study was to (i) estimate the pattern and trend of six metabolic risk factors and attributable causes in China from 1990 to 2019, (ii) ascertain its association with societal development, and (iii) compare the disease burden among the Group of 20 (G20) countries. Methods: The main outcome measures were disability-adjusted life-years (DALYs) and mortality (deaths) attributable to high fasting plasma glucose (HFPG), high systolic blood pressure (HSBP), high low-density lipoprotein (HLDL) cholesterol, high body-mass index (HBMI), kidney dysfunction (KDF), and low bone mineral density (LBMD). The average annual percent change (AAPC) between 1990 and 2019 was analyzed using Joinpoint regression. Results: For all sixmetabolic risk factors, the rate of DALYs and death increased with age, accelerating for individuals older than 60 and 70 for DALYs and death, respectively. The AAPC value in rate of DALYs and death were higher in male patients than in female patients across 20 age groups. A double-peak pattern was observed for AAPC in the rate of DALYs and death, peaking at age 20-49 and at age 70-95 plus. The age-standardized rate of DALYs increased for HBMI and LBMD, decreased for HFPG, HSBP, KDF, and remained stable for HLDL from 1990 to 2019. In terms of age-standardized rate of DALYs, there was an increasing trend of neoplasms and neurological disorders attributable to HFPG; diabetes and kidney diseases, neurological disorders, sense organ diseases, musculoskeletal disorders, neoplasms, cardiovascular diseases, digestive diseases to HBMI; unintentional injuries to LBMD; and musculoskeletal disorders to KDF. Among 19 countries of Group 20, in 2019, the age-standardized rate of DALYs and death were ranked fourth to sixth for HFPG, HSBP, and HLDL, but ranked 10th to 15th for LBMD, KDF, and HBMI, despite the number of DALYs and death ranked first to second for sixmetabolic risk factors. Conclusions: Population aging continuously accelerates the metabolic risk factor driven disease burden in China. Comprehensive and tight control of metabolic risk factors before 20 and 70 may help to mitigate the increasing disease burden and achieve healthy aging, respectively.
format Article
author Jin, Yingzhao
So, Ho
Cerin, Ester
Barnett, Anthony
Mubarik, Sumaira
Hezam, Kamal
Feng, Xiaoqi
Wang, Ziyue
Huang, Junjie
Zhong, Chenwen
Hayat, Khezar
Wang, Fang
Wu, Ai-Min
Xu, Suowen
Zou, Zhiyong
Lim, Lee-Ling
Cai, Jiao
Song, Yimeng
Tam, Lai-shan
Wu, Dongze
author_facet Jin, Yingzhao
So, Ho
Cerin, Ester
Barnett, Anthony
Mubarik, Sumaira
Hezam, Kamal
Feng, Xiaoqi
Wang, Ziyue
Huang, Junjie
Zhong, Chenwen
Hayat, Khezar
Wang, Fang
Wu, Ai-Min
Xu, Suowen
Zou, Zhiyong
Lim, Lee-Ling
Cai, Jiao
Song, Yimeng
Tam, Lai-shan
Wu, Dongze
author_sort Jin, Yingzhao
title The temporal trend of disease burden attributable to metabolic risk factors in China, 1990-2019: An analysis of the global burden of disease study
title_short The temporal trend of disease burden attributable to metabolic risk factors in China, 1990-2019: An analysis of the global burden of disease study
title_full The temporal trend of disease burden attributable to metabolic risk factors in China, 1990-2019: An analysis of the global burden of disease study
title_fullStr The temporal trend of disease burden attributable to metabolic risk factors in China, 1990-2019: An analysis of the global burden of disease study
title_full_unstemmed The temporal trend of disease burden attributable to metabolic risk factors in China, 1990-2019: An analysis of the global burden of disease study
title_sort temporal trend of disease burden attributable to metabolic risk factors in china, 1990-2019: an analysis of the global burden of disease study
publisher Frontiers Media S.A.
publishDate 2023
url http://eprints.um.edu.my/38893/
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