Loading…
Burden of type 2 diabetes due to high body mass index in different SDI regions and projections of future trends: insights from the Global Burden of Disease 2021 study
The aim of our study was to assess the impact of high body mass index (BMI) on type 2 diabetes mellitus (T2DM) in different Socio-Demographic Development Index (SDI) regions using data from the Global Burden of Disease (GBD) 2021 study. Using data from the GBD study, the burden of disease for T2DM w...
Saved in:
Published in: | Diabetology and metabolic syndrome 2025-01, Vol.17 (1), p.23-15, Article 23 |
---|---|
Main Authors: | , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | |
---|---|
cites | cdi_FETCH-LOGICAL-c409t-313c4bf54aa8a959149aeadeb46b8d4f78e64a90bab4f78f97b91ee23f0c7bcc3 |
container_end_page | 15 |
container_issue | 1 |
container_start_page | 23 |
container_title | Diabetology and metabolic syndrome |
container_volume | 17 |
creator | Ding, Yun-Fa Deng, An-Xia Qi, Teng-Fei Yu, Hao Wu, Liang-Ping Zhang, Hong-Bing |
description | The aim of our study was to assess the impact of high body mass index (BMI) on type 2 diabetes mellitus (T2DM) in different Socio-Demographic Development Index (SDI) regions using data from the Global Burden of Disease (GBD) 2021 study.
Using data from the GBD study, the burden of disease for T2DM was measured by analyzing the age-standardized disability-adjusted life year rate (ASDR) and age-standardized mortality rate (ASMR) for type 2 diabetes due to high BMI and the associated estimated annual percentage change (EAPC). Decomposition analyses, frontier analyses, and predictive models were used to analyze changes and influencing factors for each metric.
The study revealed the significant global health burden of T2DM induced by high BMI, which EAPC of 1.82 with confidence intervals (CI) ranging from 1.78 to 1.87 for disability-adjusted life years (DALYs) and 0.85 with CIs ranging from 0.77 to 0.93 for mortality. The results of the analysis emphasized the geographic variability of T2DM disease burden associated with SDI Within the area covered by the study, a decreasing trend in ASMR for T2DM was observed in high SDI areas, with an EAPC value of - 1.07 and a confidence interval ranging from - 1.39 to - 0.76. At the same time, in the other SDI areas, the ASMR and ASDR for T2DM showed an increasing trend. In addition, the study noted that individuals in the 65- to 75-year-old age group accounted for a higher proportion of T2DM-related deaths and DALYs, with females affected at a greater rate than males. Projections for future trends indicate that the ASDR and ASMR for T2DM are expected to continue an upward trajectory over the next decade.
This study investigates the variation in T2DM burden attributable to high BMI across regions with different SDI levels. The analysis reveals that, in high-SDI regions, the ASMR decreased from 1990 to 2021 and stabilized around 4.4 deaths per 100,000 people, while the ASDR increased, reaching approximately 416 cases per 100,000 people in 2021. Conversely, both ASDR and ASMR exhibited an upward trend in other SDI regions over the same period. |
doi_str_mv | 10.1186/s13098-024-01554-y |
format | article |
fullrecord | <record><control><sourceid>gale_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_4f9f5c6a92f942f3a693a423a4032b60</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A824347783</galeid><doaj_id>oai_doaj_org_article_4f9f5c6a92f942f3a693a423a4032b60</doaj_id><sourcerecordid>A824347783</sourcerecordid><originalsourceid>FETCH-LOGICAL-c409t-313c4bf54aa8a959149aeadeb46b8d4f78e64a90bab4f78f97b91ee23f0c7bcc3</originalsourceid><addsrcrecordid>eNpVkk1vEzEQhlcIREvgD3BAlpAQlwV77f0wl6q0UCJV4gCcrbE9TjbarIPtRewf4nfiJKWkB3-M_c6jsectipeMvmOsa95HxqnsSlqJkrK6FuX8qDhnbd2VtZTN45P9WfEsxg2lTVu34mlxxmXHuWzEefHn4xQsjsQ7kuYdkorYHjQmjMROSJIn6361JtrbmWwhRtKPFn_nOeucw4BjIt-ulyTgqvdjJDBasgt-gyYd4sx1U5pCRmWtjR9yaszEFIkLfkvSGsnN4DUM5H8l131EiLkYWjES02Tn58UTB0PEF3frovjx-dP3qy_l7deb5dXlbWkElankjBuhXS0AOpC1ZEICgkUtGt1Z4doOGwGSatD7wMlWS4ZYcUdNq43hi2J55FoPG7UL_RbCrDz06nDgw0pBSL0ZUAknXW0akJWTonIcGslBVHlQXumGZtbFkbWb9BatyV8VYHgAfXgz9mu18r8UY63oeCUy4e0dIfifE8aktn00OAwwop-i4qxuc98Fr7L09VG6glxbPzqfkWYvV5ddRom2zS1fFG9OVGuEIa2jH6ZDrx4Kq6PQBB9jQHdfNqNqbz51NJ_K5lMH86k5J706ffB9yj-38b9Fn9Zp</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3157554432</pqid></control><display><type>article</type><title>Burden of type 2 diabetes due to high body mass index in different SDI regions and projections of future trends: insights from the Global Burden of Disease 2021 study</title><source>Publicly Available Content (ProQuest)</source><source>PubMed Central</source><creator>Ding, Yun-Fa ; Deng, An-Xia ; Qi, Teng-Fei ; Yu, Hao ; Wu, Liang-Ping ; Zhang, Hong-Bing</creator><creatorcontrib>Ding, Yun-Fa ; Deng, An-Xia ; Qi, Teng-Fei ; Yu, Hao ; Wu, Liang-Ping ; Zhang, Hong-Bing</creatorcontrib><description>The aim of our study was to assess the impact of high body mass index (BMI) on type 2 diabetes mellitus (T2DM) in different Socio-Demographic Development Index (SDI) regions using data from the Global Burden of Disease (GBD) 2021 study.
Using data from the GBD study, the burden of disease for T2DM was measured by analyzing the age-standardized disability-adjusted life year rate (ASDR) and age-standardized mortality rate (ASMR) for type 2 diabetes due to high BMI and the associated estimated annual percentage change (EAPC). Decomposition analyses, frontier analyses, and predictive models were used to analyze changes and influencing factors for each metric.
The study revealed the significant global health burden of T2DM induced by high BMI, which EAPC of 1.82 with confidence intervals (CI) ranging from 1.78 to 1.87 for disability-adjusted life years (DALYs) and 0.85 with CIs ranging from 0.77 to 0.93 for mortality. The results of the analysis emphasized the geographic variability of T2DM disease burden associated with SDI Within the area covered by the study, a decreasing trend in ASMR for T2DM was observed in high SDI areas, with an EAPC value of - 1.07 and a confidence interval ranging from - 1.39 to - 0.76. At the same time, in the other SDI areas, the ASMR and ASDR for T2DM showed an increasing trend. In addition, the study noted that individuals in the 65- to 75-year-old age group accounted for a higher proportion of T2DM-related deaths and DALYs, with females affected at a greater rate than males. Projections for future trends indicate that the ASDR and ASMR for T2DM are expected to continue an upward trajectory over the next decade.
This study investigates the variation in T2DM burden attributable to high BMI across regions with different SDI levels. The analysis reveals that, in high-SDI regions, the ASMR decreased from 1990 to 2021 and stabilized around 4.4 deaths per 100,000 people, while the ASDR increased, reaching approximately 416 cases per 100,000 people in 2021. Conversely, both ASDR and ASMR exhibited an upward trend in other SDI regions over the same period.</description><identifier>ISSN: 1758-5996</identifier><identifier>EISSN: 1758-5996</identifier><identifier>DOI: 10.1186/s13098-024-01554-y</identifier><identifier>PMID: 39833964</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Analysis ; Body mass index ; Death ; Disability ; Disability-adjusted life-years ; Diseases ; Forecasts and trends ; Global burden of disease study ; Health aspects ; High BMI ; Medical research ; Medicine, Experimental ; Mortality ; T2DM ; Type 2 diabetes ; World health</subject><ispartof>Diabetology and metabolic syndrome, 2025-01, Vol.17 (1), p.23-15, Article 23</ispartof><rights>2024. The Author(s).</rights><rights>COPYRIGHT 2025 BioMed Central Ltd.</rights><rights>The Author(s) 2024 2024</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c409t-313c4bf54aa8a959149aeadeb46b8d4f78e64a90bab4f78f97b91ee23f0c7bcc3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11748324/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11748324/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,36990,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39833964$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ding, Yun-Fa</creatorcontrib><creatorcontrib>Deng, An-Xia</creatorcontrib><creatorcontrib>Qi, Teng-Fei</creatorcontrib><creatorcontrib>Yu, Hao</creatorcontrib><creatorcontrib>Wu, Liang-Ping</creatorcontrib><creatorcontrib>Zhang, Hong-Bing</creatorcontrib><title>Burden of type 2 diabetes due to high body mass index in different SDI regions and projections of future trends: insights from the Global Burden of Disease 2021 study</title><title>Diabetology and metabolic syndrome</title><addtitle>Diabetol Metab Syndr</addtitle><description>The aim of our study was to assess the impact of high body mass index (BMI) on type 2 diabetes mellitus (T2DM) in different Socio-Demographic Development Index (SDI) regions using data from the Global Burden of Disease (GBD) 2021 study.
Using data from the GBD study, the burden of disease for T2DM was measured by analyzing the age-standardized disability-adjusted life year rate (ASDR) and age-standardized mortality rate (ASMR) for type 2 diabetes due to high BMI and the associated estimated annual percentage change (EAPC). Decomposition analyses, frontier analyses, and predictive models were used to analyze changes and influencing factors for each metric.
The study revealed the significant global health burden of T2DM induced by high BMI, which EAPC of 1.82 with confidence intervals (CI) ranging from 1.78 to 1.87 for disability-adjusted life years (DALYs) and 0.85 with CIs ranging from 0.77 to 0.93 for mortality. The results of the analysis emphasized the geographic variability of T2DM disease burden associated with SDI Within the area covered by the study, a decreasing trend in ASMR for T2DM was observed in high SDI areas, with an EAPC value of - 1.07 and a confidence interval ranging from - 1.39 to - 0.76. At the same time, in the other SDI areas, the ASMR and ASDR for T2DM showed an increasing trend. In addition, the study noted that individuals in the 65- to 75-year-old age group accounted for a higher proportion of T2DM-related deaths and DALYs, with females affected at a greater rate than males. Projections for future trends indicate that the ASDR and ASMR for T2DM are expected to continue an upward trajectory over the next decade.
This study investigates the variation in T2DM burden attributable to high BMI across regions with different SDI levels. The analysis reveals that, in high-SDI regions, the ASMR decreased from 1990 to 2021 and stabilized around 4.4 deaths per 100,000 people, while the ASDR increased, reaching approximately 416 cases per 100,000 people in 2021. Conversely, both ASDR and ASMR exhibited an upward trend in other SDI regions over the same period.</description><subject>Analysis</subject><subject>Body mass index</subject><subject>Death</subject><subject>Disability</subject><subject>Disability-adjusted life-years</subject><subject>Diseases</subject><subject>Forecasts and trends</subject><subject>Global burden of disease study</subject><subject>Health aspects</subject><subject>High BMI</subject><subject>Medical research</subject><subject>Medicine, Experimental</subject><subject>Mortality</subject><subject>T2DM</subject><subject>Type 2 diabetes</subject><subject>World health</subject><issn>1758-5996</issn><issn>1758-5996</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2025</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVkk1vEzEQhlcIREvgD3BAlpAQlwV77f0wl6q0UCJV4gCcrbE9TjbarIPtRewf4nfiJKWkB3-M_c6jsectipeMvmOsa95HxqnsSlqJkrK6FuX8qDhnbd2VtZTN45P9WfEsxg2lTVu34mlxxmXHuWzEefHn4xQsjsQ7kuYdkorYHjQmjMROSJIn6361JtrbmWwhRtKPFn_nOeucw4BjIt-ulyTgqvdjJDBasgt-gyYd4sx1U5pCRmWtjR9yaszEFIkLfkvSGsnN4DUM5H8l131EiLkYWjES02Tn58UTB0PEF3frovjx-dP3qy_l7deb5dXlbWkElankjBuhXS0AOpC1ZEICgkUtGt1Z4doOGwGSatD7wMlWS4ZYcUdNq43hi2J55FoPG7UL_RbCrDz06nDgw0pBSL0ZUAknXW0akJWTonIcGslBVHlQXumGZtbFkbWb9BatyV8VYHgAfXgz9mu18r8UY63oeCUy4e0dIfifE8aktn00OAwwop-i4qxuc98Fr7L09VG6glxbPzqfkWYvV5ddRom2zS1fFG9OVGuEIa2jH6ZDrx4Kq6PQBB9jQHdfNqNqbz51NJ_K5lMH86k5J706ffB9yj-38b9Fn9Zp</recordid><startdate>20250120</startdate><enddate>20250120</enddate><creator>Ding, Yun-Fa</creator><creator>Deng, An-Xia</creator><creator>Qi, Teng-Fei</creator><creator>Yu, Hao</creator><creator>Wu, Liang-Ping</creator><creator>Zhang, Hong-Bing</creator><general>BioMed Central Ltd</general><general>BioMed Central</general><general>BMC</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20250120</creationdate><title>Burden of type 2 diabetes due to high body mass index in different SDI regions and projections of future trends: insights from the Global Burden of Disease 2021 study</title><author>Ding, Yun-Fa ; Deng, An-Xia ; Qi, Teng-Fei ; Yu, Hao ; Wu, Liang-Ping ; Zhang, Hong-Bing</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c409t-313c4bf54aa8a959149aeadeb46b8d4f78e64a90bab4f78f97b91ee23f0c7bcc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2025</creationdate><topic>Analysis</topic><topic>Body mass index</topic><topic>Death</topic><topic>Disability</topic><topic>Disability-adjusted life-years</topic><topic>Diseases</topic><topic>Forecasts and trends</topic><topic>Global burden of disease study</topic><topic>Health aspects</topic><topic>High BMI</topic><topic>Medical research</topic><topic>Medicine, Experimental</topic><topic>Mortality</topic><topic>T2DM</topic><topic>Type 2 diabetes</topic><topic>World health</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ding, Yun-Fa</creatorcontrib><creatorcontrib>Deng, An-Xia</creatorcontrib><creatorcontrib>Qi, Teng-Fei</creatorcontrib><creatorcontrib>Yu, Hao</creatorcontrib><creatorcontrib>Wu, Liang-Ping</creatorcontrib><creatorcontrib>Zhang, Hong-Bing</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Diabetology and metabolic syndrome</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ding, Yun-Fa</au><au>Deng, An-Xia</au><au>Qi, Teng-Fei</au><au>Yu, Hao</au><au>Wu, Liang-Ping</au><au>Zhang, Hong-Bing</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Burden of type 2 diabetes due to high body mass index in different SDI regions and projections of future trends: insights from the Global Burden of Disease 2021 study</atitle><jtitle>Diabetology and metabolic syndrome</jtitle><addtitle>Diabetol Metab Syndr</addtitle><date>2025-01-20</date><risdate>2025</risdate><volume>17</volume><issue>1</issue><spage>23</spage><epage>15</epage><pages>23-15</pages><artnum>23</artnum><issn>1758-5996</issn><eissn>1758-5996</eissn><abstract>The aim of our study was to assess the impact of high body mass index (BMI) on type 2 diabetes mellitus (T2DM) in different Socio-Demographic Development Index (SDI) regions using data from the Global Burden of Disease (GBD) 2021 study.
Using data from the GBD study, the burden of disease for T2DM was measured by analyzing the age-standardized disability-adjusted life year rate (ASDR) and age-standardized mortality rate (ASMR) for type 2 diabetes due to high BMI and the associated estimated annual percentage change (EAPC). Decomposition analyses, frontier analyses, and predictive models were used to analyze changes and influencing factors for each metric.
The study revealed the significant global health burden of T2DM induced by high BMI, which EAPC of 1.82 with confidence intervals (CI) ranging from 1.78 to 1.87 for disability-adjusted life years (DALYs) and 0.85 with CIs ranging from 0.77 to 0.93 for mortality. The results of the analysis emphasized the geographic variability of T2DM disease burden associated with SDI Within the area covered by the study, a decreasing trend in ASMR for T2DM was observed in high SDI areas, with an EAPC value of - 1.07 and a confidence interval ranging from - 1.39 to - 0.76. At the same time, in the other SDI areas, the ASMR and ASDR for T2DM showed an increasing trend. In addition, the study noted that individuals in the 65- to 75-year-old age group accounted for a higher proportion of T2DM-related deaths and DALYs, with females affected at a greater rate than males. Projections for future trends indicate that the ASDR and ASMR for T2DM are expected to continue an upward trajectory over the next decade.
This study investigates the variation in T2DM burden attributable to high BMI across regions with different SDI levels. The analysis reveals that, in high-SDI regions, the ASMR decreased from 1990 to 2021 and stabilized around 4.4 deaths per 100,000 people, while the ASDR increased, reaching approximately 416 cases per 100,000 people in 2021. Conversely, both ASDR and ASMR exhibited an upward trend in other SDI regions over the same period.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>39833964</pmid><doi>10.1186/s13098-024-01554-y</doi><tpages>15</tpages><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1758-5996 |
ispartof | Diabetology and metabolic syndrome, 2025-01, Vol.17 (1), p.23-15, Article 23 |
issn | 1758-5996 1758-5996 |
language | eng |
recordid | cdi_doaj_primary_oai_doaj_org_article_4f9f5c6a92f942f3a693a423a4032b60 |
source | Publicly Available Content (ProQuest); PubMed Central |
subjects | Analysis Body mass index Death Disability Disability-adjusted life-years Diseases Forecasts and trends Global burden of disease study Health aspects High BMI Medical research Medicine, Experimental Mortality T2DM Type 2 diabetes World health |
title | Burden of type 2 diabetes due to high body mass index in different SDI regions and projections of future trends: insights from the Global Burden of Disease 2021 study |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-14T23%3A06%3A37IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Burden%20of%20type%202%20diabetes%20due%20to%20high%20body%20mass%20index%20in%20different%20SDI%20regions%20and%20projections%20of%20future%20trends:%20insights%20from%20the%20Global%20Burden%20of%20Disease%202021%20study&rft.jtitle=Diabetology%20and%20metabolic%20syndrome&rft.au=Ding,%20Yun-Fa&rft.date=2025-01-20&rft.volume=17&rft.issue=1&rft.spage=23&rft.epage=15&rft.pages=23-15&rft.artnum=23&rft.issn=1758-5996&rft.eissn=1758-5996&rft_id=info:doi/10.1186/s13098-024-01554-y&rft_dat=%3Cgale_doaj_%3EA824347783%3C/gale_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c409t-313c4bf54aa8a959149aeadeb46b8d4f78e64a90bab4f78f97b91ee23f0c7bcc3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=3157554432&rft_id=info:pmid/39833964&rft_galeid=A824347783&rfr_iscdi=true |