Evidence map›Paper›PMID 42386713›Full record

ArticleTranslational psychiatry2026

Genome-wide pleiotropic analysis identifies shared genetic architecture within the cognition-immune nexus.

Tong Yu, Guorui Zhao, Yuyanan Zhang, Yaoyao Sun, Zhe Lu, Rui Yuan, Yunqing Zhu, Zhewei Kang, Xiaoyang Feng, Junyuan Sun and 3 more

Abstract read
In one paragraph

Article in Translational psychiatry, 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

13 authors.

Tong Yu *Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, 100191, China.
Guorui Zhao *Peking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, 100191, China.ORCID http://orcid.org/0000-0003-3097-3797
Yuyanan ZhangPeking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, 100191, China.ORCID http://orcid.org/0000-0002-0474-1135
Yaoyao SunPeking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, 100191, China.ORCID http://orcid.org/0000-0001-8096-3568
Zhe LuPeking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, 100191, China.ORCID http://orcid.org/0000-0003-1922-6686
Rui YuanPeking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, 100191, China.
Yunqing ZhuPeking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, 100191, China.
Zhewei KangPeking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, 100191, China.ORCID http://orcid.org/0000-0002-3722-3713
Xiaoyang FengPeking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, 100191, China.ORCID http://orcid.org/0000-0003-1065-8597
Junyuan SunPeking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, 100191, China.
Jing GuoPeking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, 100191, China.
Yang YangPeking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, 100191, China.
Weihua YuePeking University Sixth Hospital, Peking University Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, 100191, China. dryue@bjmu.edu.cn.ORCID http://orcid.org/0000-0002-1201-8465

Funding

China Postdoctoral Science Foundation 2024M760141China Scholarship Council (CSC) 202506010199National Natural Science Foundation of China (National Science Foundation of China) 82301687National Natural Science Foundation of China (National Science Foundation of China) 82330042National Natural Science Foundation of China (National Science Foundation of China) 82441005National Natural Science Foundation of China (National Science Foundation of China) 82501802National Natural Science Foundation of China (National Science Foundation of China) 82501828National Natural Science Foundation of China (National Science Foundation of China) 82571710
6 · The paper itself

Abstract

Increasing evidence supports associations between cognitive function and autoimmune disorders, yet the underlying genetic mechanisms remain unclear. Using large-scale genome-wide association statistics for seven cognitive traits and fifteen autoimmune disorders, together with two independent cohorts comprising 522 healthy individuals and 80 patients with schizophrenia, we performed multi-level pleiotropic analyses. Genetic correlation analyses identified nine significant cognition-immune linkage pairs, whereas Mendelian randomization (MR) analyses suggested that these associations were largely driven by shared genetic architecture rather than causality. Using PLACO, colocalization analysis, and MAGMA analyses, we identified 46 pleiotropic loci and 169 pleiotropic genes across the linkage pairs. Polygenic risk scores derived from pleiotropic variants were associated with cognition in healthy adults and showed nominal associations in schizophrenia. Enrichment analyses linked these genes to cognition-immune-related tissues, pathways, and biological processes, while multi-trait colocalization highlighted CD33 as a potential key mediator. Finally, summary-based MR analyses of both pleiotropic genes and anti-inflammatory drug target genes highlighted AMT, CRAT, ERAP2, ERBB3, GNL3, IRF3, MST1R, RPS26, SH2B1, SULT1A1, SULT1A2, TMEM258, CYP2D6 and MAPK3 as promising therapeutic targets for both cognitive function and autoimmune disorders. This study delineates the shared genetic architecture underlying the cognition-immune nexus and identifies novel candidate targets, highlighting the value of integrative genetic approaches for advancing diagnosis and treatment.

Indexed as

Autoimmune DiseasesCognitionGenetic PleiotropySchizophreniaAdultFemaleGenetic Predisposition to DiseaseGenetic Risk ScoreGenome-Wide Association StudyHumansMaleMendelian Randomization AnalysisMultifactorial InheritancePolymorphism, Single Nucleotide

Identifiers

PMID42386713
PMCPMC13590498

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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.