Evidence map›Paper›PMID 42395365›Full record

ArticlebioRxiv : the preprint server for biology2026

Mapping the genetic architecture of human cortical expansion and its links to neuropsychiatric disorders.

Matthew Rosenblatt, Marlee Vandewouw, Henry Fox-Jurkowitz, Camille M Williams, Yuanxin Zhong, Da Zhi, Yingzhe Zhang, Margaret L Westwater, Armin Raznahan, Michael J Gandal and 4 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

14 authors.

Matthew RosenblattCenter for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.ORCID 0000-0002-3894-6198
Marlee VandewouwCenter for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.ORCID 0000-0002-4505-0306
Henry Fox-JurkowitzCenter for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.ORCID 0009-0000-9468-6565
Camille M WilliamsLaboratoire de Sciences Cognitives et Psycholinguistique, Département d'Études Cognitives, École Normale Supérieure, EHESS, CNRS, PSL University, Paris, France.ORCID 0000-0002-1471-6566
Yuanxin ZhongCenter for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.ORCID 0000-0003-0865-6525
Da ZhiCenter for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.ORCID 0000-0001-6023-6523
Yingzhe ZhangCenter for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.ORCID 0000-0001-5610-1159
Margaret L WestwaterDepartment of Psychiatry, University of Oxford, Oxford, UK.ORCID 0000-0002-2918-0979
Armin RaznahanSection on Developmental Neurogenomics, Human Genetics Branch, National Institute of Mental Health Intramural Research Program, Bethesda, MD, USA.ORCID 0000-0002-5622-1190
Michael J GandalDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.ORCID 0000-0001-5800-5128
Tian GeCenter for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.ORCID 0000-0003-4785-4444
Dustin ScheinostDepartment of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.ORCID 0000-0002-6301-1167
Jordan W SmollerCenter for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.ORCID 0000-0002-0381-6334
Travis T MallardCenter for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.ORCID 0000-0002-3265-3001

Funding

Partners Healthcare Training Program in Precision and Genomic MedicineT32HG010464 · NHGRI · MASSACHUSETTS GENERAL HOSPITAL · PI HEIDI L REHM, JORDAN W SMOLLER · 2019 to 2026
$3.1M
Understanding developmental neurogenomic mechanisms in externalizing disordersK08MH135343 · NIMH · MASSACHUSETTS GENERAL HOSPITAL · PI Travis T Mallard · 2024 to 2026
$588k
NHGRI NIH HHS T32 HG010464NIMH NIH HHS K08 MH135343
6 · The paper itself

Abstract

Cortical expansion is a defining feature of human evolution and neurodevelopment, involving the tangential growth and gyrification of the cerebral cortex. Although disruptions to the expansion of the cortex are implicated in diverse brain-based disorders, the genetic architecture underlying this process remains undercharacterized. Here, we integrated GWAS data for five neuroanatomical phenotypes measured in up to 73,800 individuals to model a latent genomic factor capturing the shared genetic basis of cortical surface area, folding, curvature, gyrification, and intracranial volume. Using a multivariate framework, we mapped this pleiotropic architecture across biological scales, identifying novel effector genes, neural cell types, and developmental pathways involved in cortical expansion. Functional genomic evidence indicated that a diverse cellular ensemble contributes to the tangential growth and gyrification of the cortex during prenatal neurodevelopment, with progenitor cell lineages prominently involved. Regional analyses further revealed that genetic influences are spatially heterogeneous and organized along canonical anatomical, functional, and developmental gradients. Finally, cortical expansion exhibited substantial genetic overlap with neurodevelopmental, psychiatric, and neurological disorders, with shared genetic influences often concentrated in prefrontal cortical regions. Together, these findings map the genetic architecture of human cortical expansion and implicate it as a common etiological axis linking evolution, neurodevelopment, and health and disease.

Identifiers

PMID42395365
PMCPMC13321085

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.