Evidence map›Paper›PMID 32722671›Full record

ArticlePLoS medicine2020

The global burden of disease attributable to high body mass index in 195 countries and territories, 1990-2017: An analysis of the Global Burden of Disease Study.

Haijiang Dai, Tariq A Alsalhe, Nasr Chalghaf, Matteo Riccò, Nicola Luigi Bragazzi, Jianhong Wu

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in PLoS medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06057324 (Switching Mediterranean Consumers to Mediterranean Sustainable Healthy Dietary Patterns by Combining Digital Interactive Tools with Targeted Educational Material and Sustainable Snacks), which is not on this map. Cited by 467 papers, 11 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
467citing papers in PubMed, 11 pooled it
74.3field-weighted citation impact, top 1% of its field
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.

NCT06057324 naenrolling by invitationnot on this mapstarted 2023, after this paper: background citation

Switching Mediterranean Consumers to Mediterranean Sustainable Healthy Dietary Patterns by Combining Digital Interactive Tools with Targeted Educational Material and Sustainable Snacks

TypeinterventionalSponsorFundació EurecatRan2023 to 2025Enrolled480ConditionsHealthy Subjects, Behavior, Health, FamilyArmsAI-based Apps, Mediterranean-based diet toolkit and activities, Healthy plant-based snacks, AI-based Apps + Mediterranean-based diet toolkit and activities, AI-based Apps + Healthy plant-based snacks
3 · Its place in the literature

Who cites it

467 citing papers in PubMed, 11 syntheses or guidelines pooled it, 865 citations in OpenAlex.

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  5. Volume‒outcome relationships in bariatric surgery: a rapid review.International journal of obesity (2005) · 2026
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  7. Association between pain intensity and body composition in adults with chronic non-specific low back pain: A systematic review and meta-analysis.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025
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407 more citing papers are in PubMed but not listed here.

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

6 authors at 5 institutions in 5 countries.

Haijiang DaiDepartment of Cardiology, Third Xiangya Hospital, Central South University, Changsha, China.ORCID 0000-0002-5595-8000
Tariq A AlsalheCollege of Sport Sciences and Physical Activity, King Saud University, Riyadh, Saudi Arabia.ORCID 0000-0002-0517-7580
Nasr ChalghafGroup for the Study of Development and Social Environment, Faculty of Letters and Human Sciences of Sfax, University of Sfax, Sfax, Tunisia.ORCID 0000-0002-7693-0234
Matteo RiccòOccupational Health and Safety Services, Department of Public Health, AUSL-IRCCS di Reggio Emilia, Reggio Emilia, Italy.ORCID 0000-0002-6525-2159
Nicola Luigi BragazziLaboratory for Industrial and Applied Mathematics, Centre for Disease Modelling, Department of Mathematics and Statistics, York University, Toronto, Ontario, Canada.
Jianhong WuLaboratory for Industrial and Applied Mathematics, Centre for Disease Modelling, Department of Mathematics and Statistics, York University, Toronto, Ontario, Canada.
York University · CAAzienda Sanitaria Unità Locale di Reggio Emilia · ITCentral South University · CNKing Saud University · SAUniversity of Sfax · TN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundObesity represents an urgent problem that needs to be properly addressed, especially among children. Public and global health policy- and decision-makers need timely, reliable quantitative information to develop effective interventions aimed at counteracting the burden generated by high body mass index (BMI). Few studies have assessed the high-BMI-related burden on a global scale. METHODS AND

findingsFollowing the methodology framework and analytical strategies used in the Global Burden of Disease Study (GBD) 2017, the global deaths and disability-adjusted life years (DALYs) attributable to high BMI were analyzed by age, sex, year, and geographical location and by Socio-demographic Index (SDI). All causes of death and DALYs estimated in GBD 2017 were organized into 4 hierarchical levels: level 1 contained 3 broad cause groupings, level 2 included more specific categories within the level 1 groupings, level 3 comprised more detailed causes within the level 2 categories, and level 4 included sub-causes of some level 3 causes. From 1990 to 2017, the global deaths and DALYs attributable to high BMI have more than doubled for both females and males. However, during the study period, the age-standardized rate of high-BMI-related deaths remained stable for females and only increased by 14.5% for males, and the age-standardized rate of high-BMI-related DALYs only increased by 12.7% for females and 26.8% for males. In 2017, the 6 leading GBD level 3 causes of high-BMI-related DALYs were ischemic heart disease, stroke, diabetes mellitus, chronic kidney disease, hypertensive heart disease, and low back pain. For most GBD level 3 causes of high-BMI-related DALYs, high-income North America had the highest attributable proportions of age-standardized DALYs due to high BMI among the 21 GBD regions in both sexes, whereas the lowest attributable proportions were observed in high-income Asia Pacific for females and in eastern sub-Saharan Africa for males. The association between SDI and high-BMI-related DALYs suggested that the lowest age-standardized DALY rates were found in countries in the low-SDI quintile and high-SDI quintile in 2017, and from 1990 to 2017, the age-standardized DALY rates tended to increase in regions with the lowest SDI, but declined in regions with the highest SDI, with the exception of high-income North America. The study's main limitations included the use of information collected from some self-reported data, the employment of cutoff values that may not be adequate for all populations and groups at risk, and the use of a metric that cannot distinguish between lean and fat mass.

conclusionsIn this study, we observed that the number of global deaths and DALYs attributable to high BMI has substantially increased between 1990 and 2017. Successful population-wide initiatives targeting high BMI may mitigate the burden of a wide range of diseases. Given the large variations in high-BMI-related burden of disease by SDI, future strategies to prevent and reduce the burden should be developed and implemented based on country-specific development status.

Indexed as

Body Mass IndexGlobal Burden of DiseaseAfrica South of the SaharaAgedAged, 80 and overCardiovascular DiseasesFemaleGlobal HealthHumansMaleMiddle AgedMortalityNorth AmericaObesityQuality-Adjusted Life YearsSocioeconomic Factors

Identifiers

PMID32722671
PMCPMC7386577
OpenAlexW3045655399

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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.