Evidence map›Paper›PMID 41872878›Full record

ArticleGenome biology2026

Co-occurrence of rare variants implicates gene pairs in cytoskeletal pathways and is associated with increased severity in autism spectrum disorder.

Hyeji Lee, Kahee Ko, Seoyeon Kim, Ganghee Lee, Soowhee Kim, Jihae Lee, Da-Yea Song, Guiyoung Bong, Jae Hyun Han, Jeewon Lee and 9 more

Abstract read
In one paragraph

Article in Genome biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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

What it found

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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

1 citing paper in PubMed.

  1. Article
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

19 authors.

Hyeji LeeDepartment of Integrated Biomedical and Life Science, Korea University, Seoul, 02841, Republic of Korea.
Kahee KoDepartment of Anatomy, Korea University College of Medicine, Seoul, 02841, Republic of Korea.
Seoyeon KimDepartment of Integrated Biomedical and Life Science, Korea University, Seoul, 02841, Republic of Korea.
Ganghee LeeDepartment of Integrated Biomedical and Life Science, Korea University, Seoul, 02841, Republic of Korea.
Soowhee KimDepartment of Integrated Biomedical and Life Science, Korea University, Seoul, 02841, Republic of Korea.
Jihae LeeSchool of Biosystems and Biomedical Science, College of Health Science, Korea University, Seoul, 02841, Republic of Korea.
Da-Yea SongDepartment of Psychiatry, Seoul National University Bundang Hospital, Seongnam, 13620, Republic of Korea.
Guiyoung BongDepartment of Psychiatry, Seoul National University Bundang Hospital, Seongnam, 13620, Republic of Korea.
Jae Hyun HanDepartment of Psychiatry, Seoul National University Bundang Hospital, Seongnam, 13620, Republic of Korea.
Jeewon LeeDepartment of Psychiatry, Soonchunhyang University Bucheon Hospital, Bucheon-si, Gyeonggi-do, Republic of Korea.
Ye Rim KimDepartment of Psychiatry, Seoul National University Bundang Hospital, Seongnam, 13620, Republic of Korea.
Yoojeong LeeDepartment of Psychiatry, Seoul National University Bundang Hospital, Seongnam, 13620, Republic of Korea.
Eunjoon KimDepartment of Biological Sciences, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea.
Anders D BørglumThe Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark.
Jakob GroveThe Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Aarhus, Denmark.
So Hyun KimSchool of Psychology, Korea University, Seoul, Republic of Korea.
Woong SunDepartment of Anatomy, Korea University College of Medicine, Seoul, 02841, Republic of Korea.
Hee Jeong YooDepartment of Psychiatry, Seoul National University Bundang Hospital, Seongnam, 13620, Republic of Korea. hjyoo@snu.ac.kr.
Joon-Yong AnDepartment of Integrated Biomedical and Life Science, Korea University, Seoul, 02841, Republic of Korea. joonan30@korea.ac.kr.

Funding

LEGENNDS: Linking Epidemiology and GEnetics of Neurodevelopmental and Neurodegenerative Disorders StudyR01NS131433 · NINDS · DREXEL UNIVERSITY · PI Brian Kane Lee · 2023 to 2026
$2.1M
Institute for Basic Science IBS-R002-D1Korea University Research Grant K2420391Lundbeck Foundation R102-A9118NIH HHS 1R01NS131433-01NINDS NIH HHS R01 NS131433The National Research Foundation of Korea NRF-2021M3E5D9021878The National Research Foundation of Korea RS-2021-NR058507The National Research Foundation of Korea RS-2023-00209635The National Research Foundation of Korea RS-2024-00411597The National Research Foundation of Korea RS-2025-16652968
6 · The paper itself

Abstract

backgroundThe genetic basis of autism spectrum disorder (ASD) is complicated by high heritability and substantial heterogeneity, in which de novo variants and polygenic burden from common variants have not been comprehensively elucidated. Increasing evidence indicates that aggregates of rare variants can exert additive or synergistic effects that modulate disease risk. Using an approach that considers variant co-occurrence, we aim to detect the contribution of rare variants with modest effect in ASD.

resultsWe analyze large-scale genomic data from individuals of East-Asian and European ancestry and identify disrupted gene pairs affected by co-occurring rare deleterious variants. Candidate genes comprising disrupted gene pairs are enriched in cytoskeletal pathways, and those involving cytoskeletal genes are highly co-expressed in neural precursor cells. Phenotype analysis reveals that affected males with co-occurring rare variants in disrupted gene pairs exhibit increased symptom severity, a pattern not observed in females. Unaffected parents harboring these variants display elevated autistic traits, suggesting potential impacts beyond diagnosed individuals.

conclusionsThis study employs large-scale, multi-ancestry genomic datasets to identify gene pairs affected by the co-occurrence of rare variants and assess their biological and clinical impact. Our findings highlight the significance of rare variants with modest effects in ASD and offer insights into the complex mechanisms underlying ASD.

Indexed as

Autism Spectrum DisorderCytoskeletonGenetic VariationFemaleGenetic Predisposition to DiseaseHumansMalePhenotypeASDCell-type specificityCytoskeleton pathwayGene combinationsPhenotypic heterogeneityRare variantsWhole-exome sequencingWhole-genome sequencing

Identifiers

PMID41872878
PMCPMC13134247

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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.