IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v16y2025i1d10.1038_s41467-025-56855-1.html
   My bibliography  Save this article

Copy number variants and the tangential expansion of the cerebral cortex

Author

Listed:
  • Zhijie Liao

    (Centre de Recherche du CHU Sainte-Justine
    University of Montreal)

  • Kuldeep Kumar

    (Centre de Recherche du CHU Sainte-Justine)

  • Jakub Kopal

    (McGill University
    Mila - Quebec Artificial Intelligence Institute)

  • Guillaume Huguet

    (Centre de Recherche du CHU Sainte-Justine)

  • Zohra Saci

    (Centre de Recherche du CHU Sainte-Justine)

  • Martineau Jean-Louis

    (Centre de Recherche du CHU Sainte-Justine)

  • Zdenka Pausova

    (Centre de Recherche du CHU Sainte-Justine
    University of Toronto
    University of Montreal)

  • Igor Jurisica

    (University Health Network
    University of Toronto
    Slovak Academy of Sciences)

  • Carrie E. Bearden

    (University of California-Los Angeles)

  • Sebastien Jacquemont

    (Centre de Recherche du CHU Sainte-Justine
    University of Montreal)

  • Tomas Paus

    (Centre de Recherche du CHU Sainte-Justine
    University of Montreal
    University of Montreal)

Abstract

The tangential expansion of the human cerebral cortex, indexed by its surface area (SA), occurs mainly during prenatal and early postnatal periods, and is influenced by genetic factors. Here we investigate the role of rare copy number variants (CNVs) in shaping SA, and the underlying mechanisms, by aggregating CNVs across the genome in community-based cohorts (N = 39,015). We reveal that genome-wide CNV deletions and duplications are associated with smaller SA. Subsequent analyses with gene expression in fetal cortex suggest that CNVs influence SA by interrupting the proliferation of neural progenitor cells during fetal development. Notably, the deletion of genes with strong (but not weak) coexpression with neural progenitor genes is associated with smaller SA. Follow up analyses reveal similar mechanisms at play in three clinical CNVs, 1q21.1, 16p11.2 and 22q11.2. Together, this study of rare CNVs expands our knowledge about genetic architecture of human cerebral cortex.

Suggested Citation

  • Zhijie Liao & Kuldeep Kumar & Jakub Kopal & Guillaume Huguet & Zohra Saci & Martineau Jean-Louis & Zdenka Pausova & Igor Jurisica & Carrie E. Bearden & Sebastien Jacquemont & Tomas Paus, 2025. "Copy number variants and the tangential expansion of the cerebral cortex," Nature Communications, Nature, vol. 16(1), pages 1-12, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-56855-1
    DOI: 10.1038/s41467-025-56855-1
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-025-56855-1
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-025-56855-1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Aparna Bhaduri & Madeline G. Andrews & Walter Mancia Leon & Diane Jung & David Shin & Denise Allen & Dana Jung & Galina Schmunk & Maximilian Haeussler & Jahan Salma & Alex A. Pollen & Tomasz J. Nowako, 2020. "Cell stress in cortical organoids impairs molecular subtype specification," Nature, Nature, vol. 578(7793), pages 142-148, February.
    2. Lide Han & Xuefang Zhao & Mary Lauren Benton & Thaneer Perumal & Ryan L. Collins & Gabriel E. Hoffman & Jessica S. Johnson & Laura Sloofman & Harold Z. Wang & Matthew R. Stone & Kristen J. Brennand & , 2020. "Functional annotation of rare structural variation in the human brain," Nature Communications, Nature, vol. 11(1), pages 1-13, December.
    3. David V. Hansen & Jan H. Lui & Philip R. L. Parker & Arnold R. Kriegstein, 2010. "Neurogenic radial glia in the outer subventricular zone of human neocortex," Nature, Nature, vol. 464(7288), pages 554-561, March.
    4. Konrad J. Karczewski & Laurent C. Francioli & Grace Tiao & Beryl B. Cummings & Jessica Alföldi & Qingbo Wang & Ryan L. Collins & Kristen M. Laricchia & Andrea Ganna & Daniel P. Birnbaum & Laura D. Gau, 2020. "The mutational constraint spectrum quantified from variation in 141,456 humans," Nature, Nature, vol. 581(7809), pages 434-443, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Asmundur Oddsson & Patrick Sulem & Gardar Sveinbjornsson & Gudny A. Arnadottir & Valgerdur Steinthorsdottir & Gisli H. Halldorsson & Bjarni A. Atlason & Gudjon R. Oskarsson & Hannes Helgason & Henriet, 2023. "Deficit of homozygosity among 1.52 million individuals and genetic causes of recessive lethality," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    2. Vincent Michaud & Eulalie Lasseaux & David J. Green & Dave T. Gerrard & Claudio Plaisant & Tomas Fitzgerald & Ewan Birney & Benoît Arveiler & Graeme C. Black & Panagiotis I. Sergouniotis, 2022. "The contribution of common regulatory and protein-coding TYR variants to the genetic architecture of albinism," Nature Communications, Nature, vol. 13(1), pages 1-8, December.
    3. Natalie DeForest & Yuqi Wang & Zhiyi Zhu & Jacqueline S. Dron & Ryan Koesterer & Pradeep Natarajan & Jason Flannick & Tiffany Amariuta & Gina M. Peloso & Amit R. Majithia, 2024. "Genome-wide discovery and integrative genomic characterization of insulin resistance loci using serum triglycerides to HDL-cholesterol ratio as a proxy," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    4. Emily Olfson & Luis C. Farhat & Wenzhong Liu & Lawrence A. Vitulano & Gwyneth Zai & Monicke O. Lima & Justin Parent & Guilherme V. Polanczyk & Carolina Cappi & James L. Kennedy & Thomas V. Fernandez, 2024. "Rare de novo damaging DNA variants are enriched in attention-deficit/hyperactivity disorder and implicate risk genes," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
    5. Laura M. Mueller & Abigail Isaacson & Heather Wilson & Anna Salowka & Isabel Tay & Maolian Gong & Nancy Samir Elbarbary & Klemens Raile & Francesca M. Spagnoli, 2024. "Heterozygous missense variant in GLI2 impairs human endocrine pancreas development," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    6. Alexendar R. Perez & Laura Sala & Richard K. Perez & Joana A. Vidigal, 2021. "CSC software corrects off-target mediated gRNA depletion in CRISPR-Cas9 essentiality screens," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
    7. Kian Hong Kock & Patrick K. Kimes & Stephen S. Gisselbrecht & Sachi Inukai & Sabrina K. Phanor & James T. Anderson & Gayatri Ramakrishnan & Colin H. Lipper & Dongyuan Song & Jesse V. Kurland & Julia M, 2024. "DNA binding analysis of rare variants in homeodomains reveals homeodomain specificity-determining residues," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    8. Gaëlle Odelin & Adèle Faucherre & Damien Marchese & Amélie Pinard & Hager Jaouadi & Solena Scouarnec & Raphaël Chiarelli & Younes Achouri & Emilie Faure & Marine Herbane & Alexis Théron & Jean-Françoi, 2023. "Variations in the poly-histidine repeat motif of HOXA1 contribute to bicuspid aortic valve in mouse and zebrafish," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    9. Matthew Tegtmeyer & Jatin Arora & Samira Asgari & Beth A. Cimini & Ajay Nadig & Emily Peirent & Dhara Liyanage & Gregory P. Way & Erin Weisbart & Aparna Nathan & Tiffany Amariuta & Kevin Eggan & Marzi, 2024. "High-dimensional phenotyping to define the genetic basis of cellular morphology," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    10. Leslie A. Smith & James A. Cahill & Ji-Hyun Lee & Kiley Graim, 2025. "Equitable machine learning counteracts ancestral bias in precision medicine," Nature Communications, Nature, vol. 16(1), pages 1-17, December.
    11. Erik Schoenmakers & Federica Marelli & Helle F. Jørgensen & W. Edward Visser & Carla Moran & Stefan Groeneweg & Carolina Avalos & Sean J. Jurgens & Nichola Figg & Alison Finigan & Neha Wali & Maura Ag, 2023. "Selenoprotein deficiency disorder predisposes to aortic aneurysm formation," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    12. Sarah E. Garnish & Katherine R. Martin & Maria Kauppi & Victoria E. Jackson & Rebecca Ambrose & Vik Ven Eng & Shene Chiou & Yanxiang Meng & Daniel Frank & Emma C. Tovey Crutchfield & Komal M. Patel & , 2023. "A common human MLKL polymorphism confers resistance to negative regulation by phosphorylation," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    13. Matthew J. O’Neill & Tao Yang & Julie Laudeman & Maria E. Calandranis & M. Lorena Harvey & Joseph F. Solus & Dan M. Roden & Andrew M. Glazer, 2024. "ParSE-seq: a calibrated multiplexed assay to facilitate the clinical classification of putative splice-altering variants," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    14. Xiao Chen & Daniel Baker & Egor Dolzhenko & Joseph M. Devaney & Jessica Noya & April S. Berlyoung & Rhonda Brandon & Kathleen S. Hruska & Lucas Lochovsky & Paul Kruszka & Scott Newman & Emily Farrow &, 2025. "Genome-wide profiling of highly similar paralogous genes using HiFi sequencing," Nature Communications, Nature, vol. 16(1), pages 1-13, December.
    15. Xiaoyi Raymond Gao & Marion Chiariglione & Alexander J. Arch, 2022. "Whole-exome sequencing study identifies rare variants and genes associated with intraocular pressure and glaucoma," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    16. Shaan Khurshid & Julieta Lazarte & James P. Pirruccello & Lu-Chen Weng & Seung Hoan Choi & Amelia W. Hall & Xin Wang & Samuel F. Friedman & Victor Nauffal & Kiran J. Biddinger & Krishna G. Aragam & Pu, 2023. "Clinical and genetic associations of deep learning-derived cardiac magnetic resonance-based left ventricular mass," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    17. Ichcha Manipur & Guillermo Reales & Jae Hoon Sul & Myung Kyun Shin & Simonne Longerich & Adrian Cortes & Chris Wallace, 2024. "CoPheScan: phenome-wide association studies accounting for linkage disequilibrium," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    18. Javier Rodríguez-Ubreva & Anna Arutyunyan & Marc Jan Bonder & Lucía Del Pino-Molina & Stephen J. Clark & Carlos de la Calle-Fabregat & Luz Garcia-Alonso & Louis-François Handfield & Laura Ciudad & Edu, 2022. "Single-cell Atlas of common variable immunodeficiency shows germinal center-associated epigenetic dysregulation in B-cell responses," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    19. Michel S. Naslavsky & Marilia O. Scliar & Guilherme L. Yamamoto & Jaqueline Yu Ting Wang & Stepanka Zverinova & Tatiana Karp & Kelly Nunes & José Ricardo Magliocco Ceroni & Diego Lima Carvalho & Carlo, 2022. "Whole-genome sequencing of 1,171 elderly admixed individuals from Brazil," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    20. Nicole Deflaux & Margaret Sunitha Selvaraj & Henry Robert Condon & Kelsey Mayo & Sara Haidermota & Melissa A. Basford & Chris Lunt & Anthony A. Philippakis & Dan M. Roden & Joshua C. Denny & Anjene Mu, 2023. "Demonstrating paths for unlocking the value of cloud genomics through cross cohort analysis," Nature Communications, Nature, vol. 14(1), pages 1-10, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-56855-1. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.