Evidence map›Paper›PMID 41884333›Full record

ArticleResearch (Washington, D.C.)2026

Lifestyle and Transcriptional Signatures Associated with Ethnicity/Race-Related Variations in the Functional Connectome.

Ziteng Han, Kexin Wang, Tiantian Liu, Fanghui Zhao, Yunxiao Ma, Wenrui Li, Guoyuan Yang, Tianyi Yan

Abstract read
In one paragraph

Article in Research (Washington, D.C.), 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

8 authors.

Ziteng HanSchool of Medical Technology, Beijing Institute of Technology, Beijing, China.ORCID https://orcid.org/0000-0002-2691-6784
Kexin WangSchool of Medical Technology, Beijing Institute of Technology, Beijing, China.
Tiantian LiuSchool of Medical Technology, Beijing Institute of Technology, Beijing, China.
Fanghui ZhaoSchool of Medical Technology, Beijing Institute of Technology, Beijing, China.
Yunxiao MaSchool of Life Science, Beijing Institute of Technology, Beijing, China.
Wenrui LiDepartment of Biological Sciences, Vanderbilt University, Nashville, TN, USA.
Guoyuan YangSchool of Medical Technology, Beijing Institute of Technology, Beijing, China.
Tianyi YanSchool of Medical Technology, Beijing Institute of Technology, Beijing, China.ORCID https://orcid.org/0000-0002-2674-4134

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding the variation of functional architecture across individuals and populations is fundamental to advancing our knowledge of human health and behavior. Yet, while functional organization differences related to ethnicity/race are consistently reported, their underlying mechanisms remain poorly understood. Here, we apply precision individualized functional mapping to systematically investigate ethnicity/race-related differences between African American (AA) and white American (WA) cohorts in the brain's intrinsic organization and their associations with lifestyle and transcriptional signatures. We show that variations in network topography and functional connectivity across these ethnic/racial groups follow a hierarchical sensorimotor-association axis and are constrained by brain morphology. Importantly, we identify lifestyle factors-particularly education and substance use-that significantly mediate these associations between ethnicity/race and functional connectivity. Leveraging human brain gene expression data, we further demonstrate that cortical transcriptional patterns are spatially aligned with ethnicity/race-related variability in functional connectivity. Gene ontology analyses of associated genes reveal significant enrichment in biological processes such as synaptic signaling and neuronal system development. Together, these findings uncover a multi-layered framework linking ethnicity/race-related differences in brain function to structural constraints, lifestyle influences, and molecular signatures, and point to the need for a more comprehensive and equitable understanding of human brain diversity.

Identifiers

PMID41884333
PMCPMC13009535

What Socratic holds

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LicenceCC BY
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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 Socratic graph.