Evidence mapPaperPMID 41586407Full record

ArticleGlobal heart2026

Disease and Economic Burden of Intellectual Developmental Disability Attributable to Congenital Heart Disease, 1990-2021.

Xinjie Lin, Qiyu He, Xuyan Pei, Yanshang Wang, Sirui Zhou, Li Chen, Kai Ma, Zheng Dou, Yuze Liu, Yanbing Ma and 1 more

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

11 authors.

Xinjie LinPediatric Cardiac Surgery Center, State Key Laboratory of Cardiovascular Disease, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beijing 100037, China.ORCID 0009-0009-3065-2599
Qiyu HePediatric Cardiac Surgery Center, State Key Laboratory of Cardiovascular Disease, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beijing 100037, China.ORCID 0000-0003-3062-5020
Xuyan PeiDivision of Prevention and Community Health, National Center for Cardiovascular Disease, National Clinical Research center of Cardiovascular Disease, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing 102308, China.ORCID 0009-0006-6648-6850
Yanshang WangDivision of Psychiatry, Faculty of Brain Science, University College London, London WC1E 6BT, England.ORCID 0000-0001-6110-6296
Sirui ZhouCenter of Laboratory Medicine, State Key Laboratory of Cardiovascular Disease, Beijing Key Laboratory for Molecular Diagnostics of Cardiovascular Diseases, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beijing 100037, China.
Li ChenInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing, 100083, China.ORCID 0000-0002-8607-8997
Kai MaPediatric Cardiac Surgery Center, State Key Laboratory of Cardiovascular Disease, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beijing 100037, China.
Zheng DouPediatric Cardiac Surgery Center, State Key Laboratory of Cardiovascular Disease, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beijing 100037, China.ORCID 0000-0001-9634-9415
Yuze LiuPediatric Cardiac Surgery Center, State Key Laboratory of Cardiovascular Disease, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beijing 100037, China.ORCID 0009-0006-1194-1393
Yanbing MaPediatric Cardiac Surgery Center, State Key Laboratory of Cardiovascular Disease, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beijing 100037, China.ORCID 0009-0004-7754-154X
Shoujun LiPediatric Cardiac Surgery Center, State Key Laboratory of Cardiovascular Disease, National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular Diseases, Beijing 100037, China.ORCID 0000-0001-7943-2911

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Progressed medical techniques improved the life expectancy of congenital heart disease (CHD) population. Intellectual developmental disability (IDD) has progressively been a raised concern. This study aimed to comprehensively analyze the global burden, regional and age-specific differences, temporal trends, and economic cost of IDD attributable to CHD. Methods: This study was a secondary analysis of the Global Burden of Disease Study 2021 and World Development Indicators. The burden of IDD attributable to CHD was evaluated with prevalence, disability-adjusted life years, and estimated annual percentage change across global, socioeconomic, geographic, and age-specific subgroups. Joinpoint regression models were used to describe the temporal trends. Economic cost models were developed to estimate both direct and indirect costs. Results: In 2021, an estimated 1.05 million people lived with IDD attributable to CHD worldwide. Low-middle social-demographic index (SDI) regions were mostly affected. South Asia experienced the highest prevalence (0.30 million) among all geographic subregions. Children under the age of five were more susceptible to IDD attributable to CHD. The temporal trends varied across different SDI regions and age subgroups. The health-related expenditure of direct costs was disproportional with the burden of IDD attributable to CHD, which also contributed to a substantial income loss in the future. Conclusions and Policy Implications: Socioeconomic disadvantage and younger age are associated with a higher burden of IDD attributable to CHD. Efforts for both reducing CHD mortality and improving neurodevelopmental outcomes should be coordinately allocated.

Indexed as

Cost of IllnessHeart Defects, CongenitalIntellectual DisabilityChildChild, PreschoolDisability-Adjusted Life YearsFemaleGlobal Burden of DiseaseGlobal HealthHumansInfantMalePrevalenceCongenital heart diseaseGlobal burden of disease studyIntellectual developmental disability

Identifiers

PMID41586407
PMCPMC12829444

What Socratic holds

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Registered trials

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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 Socratic graph.