Evidence map›Paper›PMID 41947537›Full record

ArticleJournal of child psychology and psychiatry, and allied disciplines2026

Convergent genetic pathways linking neuropsychiatric and ocular disorders in children.

Meng Pan, Wentao Zhou, Hui-Qi Qu, Zhanjie Xiu, Rui Sun, Hakon Hakonarson, Jin Li, Xuefeng Shi

Abstract read
In one paragraph

Article in Journal of child psychology and psychiatry, and allied disciplines, 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

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

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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

8 authors.

Meng Pan *Tianjin Key Laboratory of Ophthalmology and Visual Science, Tianjin Eye Institute, Tianjin Eye Hospital, Clinical College of Ophthalmology, Tianjin Medical University, Tianjin, P.R. China.
Wentao Zhou *Tianjin Key Laboratory of Ophthalmology and Visual Science, Tianjin Eye Institute, Tianjin Eye Hospital, Clinical College of Ophthalmology, Tianjin Medical University, Tianjin, P.R. China.
Hui-Qi QuCenter for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Zhanjie XiuDepartment of Cell Biology, Department of Bioinformatics, The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, Tianjin Key Laboratory of Medical Epigenetics, State Key Laboratory of Experimental Hematology, Key Laboratory of Immune Microenvironment and Disease (Ministry of Education), Tianjin Key Laboratory of Birth Defects for Prevention and Treatment, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, P.R. China.
Rui SunTianjin Key Laboratory of Ophthalmology and Visual Science, Tianjin Eye Institute, Tianjin Eye Hospital, Clinical College of Ophthalmology, Tianjin Medical University, Tianjin, P.R. China.
Hakon HakonarsonCenter for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Jin LiDepartment of Cell Biology, Department of Bioinformatics, The Province and Ministry Co-sponsored Collaborative Innovation Center for Medical Epigenetics, Tianjin Key Laboratory of Medical Epigenetics, State Key Laboratory of Experimental Hematology, Key Laboratory of Immune Microenvironment and Disease (Ministry of Education), Tianjin Key Laboratory of Birth Defects for Prevention and Treatment, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, P.R. China.ORCID 0000-0001-7024-3591
Xuefeng ShiTianjin Key Laboratory of Ophthalmology and Visual Science, Tianjin Eye Institute, Tianjin Eye Hospital, Clinical College of Ophthalmology, Tianjin Medical University, Tianjin, P.R. China.

Funding

National Natural Science Foundation of China 81770956National Natural Science Foundation of China 82572080Project of Tianjin 131 Innovative Talent Team 201936Science and Technology Fund for Health of Tianjin TJWJ2023ZD008Tianjin Key Medical Discipline (Specialty) Construction Project TJYXZDXK‑016ATianjin Key Medical Discipline (Specialty) Construction Project TJYXZDXK-040ATianjin Outstanding Health Professional Selection and Training Program TJSJMYXYC-D2-031
6 · The paper itself

Abstract

backgroundClinical and epidemiological studies conducted in children have suggested a potential link between neuropsychiatric and ocular disorders. However, the existence and directionality of this relationship remain inconsistent, likely due to the complex interplay between genetic predisposition and environmental factors that may influence both conditions.

methodsWe investigated the overall and local genetic correlations and causal relationship between eight neuropsychiatric disorders and five ocular disorders based on large-scale genome-wide association study cohorts from Psychiatric Genomics Consortium and UK Biobank. An in-house independent cohort (2,726 attention deficit hyperactivity disorder (ADHD) cases and 16,299 controls) was also assessed to confirm the disease relationships. We further performed joint analyses to pinpoint the shared genetic loci. Finally, we explored their underlying biological pathways by SNP- and Gene-based enrichment analyses.

resultsWe discovered significant positive genetic correlations between autism spectrum disorder (ASD) and myopia/astigmatism; inverse genetic correlation and potential causal relationship between ADHD and myopia/astigmatism. The aggregated protective effect of ADHD on myopia and astigmatism was demonstrated using Mendelian randomization, and was validated in the independent in-house cohort. In total, 124 loci were found to be shared between psychiatric diseases and refractive errors. Enrichment analyses highlighted early neurodevelopmental processes as key shared genetic mechanisms that may play a critical role in the development of childhood-onset neuropsychiatric disorders and refractive errors.

conclusionsOur findings indicate a shared genetic architecture underlying the development of childhood-onset neuropsychiatric disorders and refractive errors. These results help clarify the clinically observed associations between ADHD, ASD, and refractive errors and provide evidence that shared early neurodevelopmental processes contribute to both conditions. Together, the findings offer a novel perspective on the neurogenetic basis of refractive error and its connection to early brain development.

Indexed as

Attention Deficit Disorder with HyperactivityAutism Spectrum DisorderMyopiaRefractive ErrorsChildFemaleGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansMaleattention deficit/hyperactivity disordergenetic correlationgenome‐wide association studyPediatric neuropsychiatric disorderspleiotropyrefractive error

Identifiers

PMID41947537
PMCPMC13450179

What Socratic holds

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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.