Evidence map›Paper›PMID 42661613›Full record

ArticleFrontiers in immunology2026

ADHD-anchored partitioning of non-small cell lung cancer genetic covariance identifies

Ting Yu, Peng Wang, Ziwei Zheng, Kun Zhao, Gang Yan, Jiawen Song, Xinglin Yi, Shaoling Yang, Zhibiao Jiang

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Article in Frontiers in immunology, 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

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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Ting Yu *Department of Radiology, Shanghai Jiaotong University Affiliated Sixth People's Hospital South Campus, Shanghai, China.
Peng Wang *Department of General Practice, Nanqiao Town Community Health Service Center, Fengxian, Shanghai, China.
Ziwei ZhengDepartment of Ultrasonography, Shanghai Eighth People's Hospital, Shanghai, China.
Kun ZhaoDepartment of Radiology, Shanghai Jiaotong University Affiliated Sixth People's Hospital South Campus, Shanghai, China.
Gang YanDepartment of Thoracic Surgery, Shanghai Jiaotong University Affiliated Sixth People's Hospital South Campus, Shanghai, China.
Jiawen SongDepartment of Thoracic Surgery, Shanghai Jiaotong University Affiliated Sixth People's Hospital South Campus, Shanghai, China.
Xinglin YiDepartment of Respiratory Center, Nanjing University, Nanjing, China.
Shaoling YangDepartment of Ultrasonography, Shanghai Eighth People's Hospital, Shanghai, China.
Zhibiao JiangDepartment of Thoracic Surgery, Shanghai Jiaotong University Affiliated Sixth People's Hospital South Campus, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Individuals with attention-deficit/hyperactivity disorder (ADHD) show an elevated incidence of non-small cell lung cancer (NSCLC), usually attributed to smoking. Innate immune activation and chronic inflammation are implicated in both, yet whether shared germline genetics include a component statistically independent of the measured current-smoking phenotype, and whether that liability has an innate immune dimension, remains unclear. Methods: We applied genomic structural equation modelling to GWAS summary statistics to partition genetic covariance into indirect and conditional direct components with respect to measured current smoking. Among twelve psychiatric and personality traits, only ADHD survived FDR and served as the primary exposure; neuroticism was retained as a secondary exploratory indicator. Component statistics underwent gene-level and tissue-enrichment analyses. We estimated ADHD and NSCLC genetic correlations with inflammatory biomarkers, tested the NSCLC signal for innate-pathway enrichment, and examined Results: We found that Conclusions: An approximate model-based component of the ADHD-NSCLC genetic covariance was statistically independent of the measured current-smoking phenotype; pathway and biomarker analyses suggested, but did not establish, an innate immune and inflammatory dimension alongside the 15q25 cholinergic axis.

Indexed as

Attention Deficit Disorder with HyperactivityCarcinoma, Non-Small-Cell LungImmunity, InnateLung NeoplasmsMembrane ProteinsNeoplasm ProteinsFemaleGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansPolymorphism, Single NucleotideSmokingCLPTM1L protein, humanMembrane ProteinsNeoplasm ProteinsADHDC-reactive proteingenomic structural equation modellinginnate immunitynon-small cell lung cancer

Identifiers

PMID42661613
PMCPMC13518126

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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.