Evidence map›Paper›PMID 41694516›Full record

ArticleFrontiers in public health2026

Global, regional, and national trends in hypertensive heart disease burden due to high BMI: a 30-year analysis using GBD 2021 data with projections to 2035.

Muhammad Babar Khawar, Kaleem Maqsood, Rui Sang, Javeria Malik, Ali Afzal, Azeem Saeed, Farwa Liaqat, Humera Naveed, Akasha Fiaz, Chatchai Muanprasat and 1 more

Abstract read
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Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Muhammad Babar Khawar *Health Management Center, Affiliated Hospital of Yangzhou University, Yangzhou, Jiangsu, China.
Kaleem Maqsood *Department of Biology, Lahore Garrison University, Lahore, Pakistan.
Rui Sang *Health Management Center, Affiliated Hospital of Yangzhou University, Yangzhou, Jiangsu, China.
Javeria Malik *Institute of Zoology, University of the Punjab, Lahore, Pakistan.
Ali Afzal *Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China.
Azeem SaeedAllama Iqbal Medical College/Jinnah Hospital, Lahore, Punjab, Pakistan.
Farwa LiaqatInstitute of Zoology, University of the Punjab, Lahore, Pakistan.
Humera NaveedInstitute of Zoology, University of the Punjab, Lahore, Pakistan.
Akasha FiazInstitute of Zoology, University of the Punjab, Lahore, Pakistan.
Chatchai MuanprasatChakri Naruebodindra Medical Institute, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Samut Prakarn, Thailand.
Jing ZhouHealth Management Center, Affiliated Hospital of Yangzhou University, Yangzhou, Jiangsu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: High body mass index (BMI)-related hypertensive heart disease (HHD) is increasingly prevalent worldwide. Using Global Burden of Disease (GBD) 2021 data, we analyzed the changes in disability-adjusted life years (DALYs) and age-standardized rate (ASR) of mortality (ASMR) due to high BMI from 1990 to 2021. Methods: HHD data on high BMI were obtained from GBD 2021 at global, regional, and country levels. Age-standardized DALYs (ASDR) and deaths (ASMR) were calculated, with trends analyzed based on gender, age, and region. The autoregressive integrated moving average (ARIMA) model was used to project the burden through 2035, while the estimated annual percentage change (EAPC) was used to assess future trends. Results: From 1990 to 2021, global DALYs increased from 5.67 million to 12.55 million (a 1.81% rise in ASR), and deaths rose from 240,000 to 594,000. Men showed an 8.28% increase in DALYs, while women's burden remained stable with a slight ASR decline. The highest burden was observed in those aged 80 and older, with DALYs increasing from 1243.80 to 1604.32. Projections suggest gradual decreases in DALYs and ASMR by 2035, although high BMI-related HHD remains a major public health concern. Conclusion: High BMI intensifies HHD prevalence, particularly among men and older adults. Despite projected minor decreases by 2035, rising obesity underscores the ongoing need for public health interventions.

Indexed as

Body Mass IndexGlobal HealthHeart DiseasesHypertensionObesityAdultAgedCost of IllnessDisability-Adjusted Life YearsFemaleGlobal Burden of DiseaseHumansMaleMiddle AgedPrevalenceepidemiologyglobal burden of diseasehypertensive heart diseasemortalityobesity

Identifiers

PMID41694516
PMCPMC12900672

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.