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Structural Covariance of Early Visual Cortex Is Negatively Associated With Posttraumatic Stress Disorder Symptoms: A Mega-Analysis From the ENIGMA PTSD Working Group

Nathaniel G. Harnett, Soumyaa Joshi, Poornima Kumar, Courtney Russell, Daniel G. Dillon, Justin T. Baker, Diego A. Pizzagalli, Milissa L. Kaufman, Lisa D. Nickerson, Neda Jahanshad, Lauren E. Salminen, Sophia I. Thomopoulos, Jessie L. Frijling, Dick J. Veltman, Saskia B.J. Koch, Laura Nawijn, Mirjam van Zuiden, Ye Zhu, Gen Li, Jonathan IpserXi Zhu, Orren Ravid, Sigal Zilcha-Mano, Amit Lazarov, Benjamin Suarez-Jimenez, Delin Sun, Ahmed Hussain, Ashley A. Huggins, Tanja Jovanovic, Sanne J.H. van Rooij, Negar Fani, Anna R. Hudson, Anika Sierk, Antje Manthey, Henrik Walter, Nic J.A. van der Wee, Steven J.A. van der Werff, Robert R.J.M. Vermeiren, Pavel Říha, Lauren A.M. Lebois, Isabelle M. Rosso, Elizabeth A. Olson, Israel Liberzon, Mike Angstadt, Seth G. Disner, Scott R. Sponheim, Sheri Michelle Koopowitz, David Hofmann, Rongfeng Qi, Adi Maron-Katz, Austin Kunch, Hong Xie, Wissam El-Hage, Hannah Berg, Steven E. Bruce, Katie A. McLaughlin, Matthew Peverill, Kelly Sambrook, Marisa Ross, Ryan J. Herringa, Jack B. Nitschke, Richard J. Davidson, Terri A. deRoon-Cassini, Carissa W. Tomas, Jacklynn M. Fitzgerald, Jennifer Urbano Blackford, Bunmi O. Olatunji, Steven M. Nelson, Evan M. Gordon, Maria Densmore, Jean Théberge, Richard W.J. Neufeld, Miranda Olff, Li Wang, Dan J. Stein, Yuval Neria, Jennifer S. Stevens, Sven C. Mueller, Judith K. Daniels, Ivan Rektor, Anthony King, Nicholas D. Davenport, Thomas Straube, Guangming Lu, Amit Etkin, Xin Wang, Yann Quidé, Shmuel Lissek, Josh Cisler, Daniel W. Grupe, Christine Larson, Brandee Feola, Geoffrey May, Chadi G. Abdallah, Ruth Lanius, Paul M. Thompson, Rajendra A. Morey, Kerry J. Ressler

Research output: Contribution to journalArticlepeer-review

Abstract

Background: Identifying robust neural signatures of posttraumatic stress disorder (PTSD) symptoms is important to facilitate precision psychiatry and help in understanding and treatment of the disorder. Emergent research suggests that the structural covariance of early visual regions is associated with later PTSD development. However, large-scale analyses are needed in heterogeneous samples of trauma-exposed and trauma-naïve individuals to determine whether such a neural signature is a robust marker of vulnerability. Methods: We analyzed data from the ENIGMA (Enhancing Neuro Imaging Genetics through Meta Analysis)-PTSD dataset (N = 2814) and the HCP-YA (Human Connectome Project–Young Adult) dataset (N = 890) to investigate whether the structural covariance of the early visual cortex is associated with either PTSD symptoms or perceived stress. Structural covariance was derived from a multimodal pattern previously identified in recent trauma survivors, and participant loadings on the profile were included in linear mixed effects models to evaluate associations with stress. Results: Early visual cortex covariance loadings were negatively associated with PTSD symptoms in the ENIGMA-PTSD dataset. The relationship persisted when accounting for prior childhood maltreatment; supporting PTSD symptom specificity, no relationship was observed with depressive symptoms, and no association was observed between loadings and perceived stress measures in the HCP-YA dataset. Conclusions: The structural covariance of early visual cortex was robustly associated with PTSD symptoms across an international, heterogeneous sample of trauma survivors. Future studies should aim to identify specific mechanisms that underlie structural alterations in the visual cortex to better understand posttrauma psychopathology.

Original languageEnglish (US)
Pages (from-to)48-57
Number of pages10
JournalBiological Psychiatry: Cognitive Neuroscience and Neuroimaging
Volume11
Issue number1
DOIs
StatePublished - Jan 2026

Keywords

  • PTSD
  • Posttraumatic stress disorder
  • Structural MRI
  • Structural covariance
  • Trauma
  • Ventral visual stream

ASJC Scopus subject areas

  • Radiology Nuclear Medicine and imaging
  • Cognitive Neuroscience
  • Clinical Neurology
  • Biological Psychiatry

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