Evidence map›Paper›PMID 41882777›Full record

SynthesisItalian journal of pediatrics2026

Causal inference between neurodevelopmental disorders and brain structure among individuals with congenital heart disease: Insights from meta-analysis and Mendelian randomization.

Jia An, Xueying Du, Mingtang Ye, Zihao Bai, Feng Yang, Di Yu, Xuming Mo

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in Italian journal of pediatrics, 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

7 authors.

Jia An *Department of Cardiothoracic Surgery, Children's Hospital of Nanjing Medical University, 72 Guangzhou Road, Nanjing, 210008, China.
Xueying Du *Nanjing Children's Hospital, Clinical Teaching Hospital of Medical School, Nanjing University, 22 Hankou Road, Nanjing, 210008, China.
Mingtang Ye *Nanjing Children's Hospital, Clinical Teaching Hospital of Medical School, Nanjing University, 22 Hankou Road, Nanjing, 210008, China.
Zihao BaiDepartment of Cardiothoracic Surgery, Children's Hospital of Nanjing Medical University, 72 Guangzhou Road, Nanjing, 210008, China.
Feng YangNanjing Children's Hospital, Clinical Teaching Hospital of Medical School, Nanjing University, 22 Hankou Road, Nanjing, 210008, China.
Di YuDepartment of Cardiothoracic Surgery, Children's Hospital of Nanjing Medical University, 72 Guangzhou Road, Nanjing, 210008, China. 391122912@qq.com.
Xuming MoDepartment of Cardiothoracic Surgery, Children's Hospital of Nanjing Medical University, 72 Guangzhou Road, Nanjing, 210008, China. mohsuming15@njmu.edu.cn.ORCID http://orcid.org/0000-0002-2264-6123

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTo systematically review and meta-analyze the evidence on neurodevelopmental outcomes from infancy to adolescence among patients with congenital heart disease (CHD) and to explore the causal relationships among CHD, neurodevelopmental (ND) and brain structure.

methodsThe PubMed, Embase, and Web of Science databases were searched for relevant studies. Genetic variants from genome-wide association studies (GWASs) were used to elucidate the causal relationships between CHD, ND, and brain structure.

resultsA total of 5824 studies were initially retrieved; ultimately, 23 studies were included (2069 CHD cases). Nine studies used the Bayley Scales of Infant and Toddler Development, Third Edition (Bayley-III) to assess language, motor and cognitive skills; 10 studies used the Wechsler Intelligence Scale (WIS) to assess the intelligence quotient (IQ); 3 studies used the Social Reactive Score (SRS) to assess social communication; and 1 study used both the SRS and the WIS. We found that the CHD group had worse language (mean 94.40, 95% CI 92.98–95.81) and motor (mean 95.35, 95% CI 92.11–98.59) skills during infancy as well as lower IQ (mean 95.94, 95% CI 93.59 ~ 98.29) and worse social communication abilities (mean 53.82, 95% CI 51.75–55.90) in the preschool and adolescence periods than did the age-matched healthy group. There were no significant genetic associations between CHD, ND and brain structure. We observed causal links between brain structure and both cognitive function and behavioral functions.

conclusionND delay is common among non-genetic CHD patients from infancy to young adulthood.

Indexed as

BrainHeart Defects, CongenitalNeurodevelopmental DisordersAdolescentChildChild, PreschoolGenome-Wide Association StudyHumansInfantMendelian Randomization AnalysisBrain volumeCongenital heart diseaseGenome-wide association studiesMendelian randomizationNeurodevelopmental

Identifiers

PMID41882777
PMCPMC13137516

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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 OpenQuestion graph.