Evidence map›Paper›PMID 41019431›Full record

ArticleFrontiers in cardiovascular medicine2025

Global, regional, and national burden of cardiovascular diseases attributable to high body mass index from 1990 to 2021.

Liangtao Yao, Wenying Hou, Yan Zheng, Guohai Su

Abstract read
In one paragraph

Article in Frontiers in cardiovascular medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Liangtao YaoResearch Center of Translational Medicine, Central Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China.
Wenying HouSchool of Mathematics and Statistics, Shandong Normal University, Jinan, Shandong, China.
Yan ZhengResearch Center of Translational Medicine, Central Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China.
Guohai SuResearch Center of Translational Medicine, Central Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: In recent decades, the escalating prevalence of obesity has contributed to a significant increase in the global burden of disease, with cardiovascular diseases (CVDs) emerging as the leading cause among all diseases attributable to high body-mass index (BMI). Utilizing global burden of disease (GBD) dataset from 1990 to 2021, we conducted a comprehensive analysis of the global, regional, and national trends in deaths and disability-adjusted life years (DALYs) attributable to CVDs caused by high BMI. Age-standardized mortality rate (ASMR) and age-standardized DALY rate (ASDR) were also investigated. Furthermore, we examined the associations of gender, age, and socio-demographic index (SDI) with the burden of CVDs attributable to high BMI. Finally, we assessed the evolution of health inequalities across countries and projected the global deaths and DALYs due to high BMI-related CVDs over the next two decades. Methods: The absolute numbers and the rates of age-standardized death, Disability-Adjusted Life Years (DALYs) per 100,000 people due to high BMI-related CVDs between 1990 and 2021 were extracted from GBD 2021. The estimated annual percentage changes (EAPCs) of high BMI-related CVDs disease burdens were calculated under the GBD's comparative risk assessment framework. Additionally, the disease burden prediction of the high BMI-related CVDs from 2022 to 2041 was performed using the bayesian age-period-cohort (BAPC) statistical model. Results: In 2021, high BMI-related CVDs accounted for 1.90 million deaths globally, representing an increase of 120.63% compared to 1990, with DALYs rising by 115.47% over the same period. Notably, while ASMR and ASDR among male showed no decline, female experienced 11.30% reduction in ASMRs and 6.12% reduction in ASDR. The burden was disproportionately borne by middle-aged and older populations across all age groups. Global health inequalities related to high BMI-related CVDs demonstrated a narrowing trend from 1990 to 2010, followed by a reversal into a negative correlation and continued to widen until 2021. Looking ahead, the burden of high BMI-related CVDs is projected to rise significantly due to population growth, the increasing prevalence of obesity, and aging populations. Conclusion: The results indicate that from 1990 to 2021, the burden of CVDs caused by high BMI has significantly increased. Particular attention should be directed toward middle and low-middle SDI regions. To mitigate this burden, it is imperative to implement public health strategies that emphasize education and awareness regarding the correlation between high BMI and CVDs. Policies promoting healthy dietary habits and regular physical activity are essential for reducing the future impact of high BMI-related cardiovascular morbidity and mortality. Such measures are not only urgently needed but also offer substantial long-term benefits for global health.

Indexed as

cardiovascular diseaseepidemiologyglobal burden of diseasehigh body-mass indexrisk factor

Identifiers

PMID41019431
PMCPMC12465627

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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.