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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.

Publication ,  Journal Article
Harnett, NG; Joshi, S; Kumar, P; Russell, C; Dillon, DG; Baker, JT; Pizzagalli, DA; Kaufman, ML; Nickerson, LD; Jahanshad, N; Salminen, LE ...
Published in: Biol Psychiatry Cogn Neurosci Neuroimaging
January 2026

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.

Duke Scholars

Published In

Biol Psychiatry Cogn Neurosci Neuroimaging

DOI

EISSN

2451-9030

Publication Date

January 2026

Volume

11

Issue

1

Start / End Page

48 / 57

Location

United States

Related Subject Headings

  • Young Adult
  • Visual Cortex
  • Stress Disorders, Post-Traumatic
  • Male
  • Magnetic Resonance Imaging
  • Humans
  • Female
  • Connectome
  • Adult
  • 5203 Clinical and health psychology
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Harnett, N. G., Joshi, S., Kumar, P., Russell, C., Dillon, D. G., Baker, J. T., … Ressler, K. J. (2026). Structural Covariance of Early Visual Cortex Is Negatively Associated With Posttraumatic Stress Disorder Symptoms: A Mega-Analysis From the ENIGMA PTSD Working Group. Biol Psychiatry Cogn Neurosci Neuroimaging, 11(1), 48–57. https://doi.org/10.1016/j.bpsc.2025.07.005
Harnett, Nathaniel G., Soumyaa Joshi, Poornima Kumar, Courtney Russell, Daniel G. Dillon, Justin T. Baker, Diego A. Pizzagalli, et al. “Structural Covariance of Early Visual Cortex Is Negatively Associated With Posttraumatic Stress Disorder Symptoms: A Mega-Analysis From the ENIGMA PTSD Working Group.Biol Psychiatry Cogn Neurosci Neuroimaging 11, no. 1 (January 2026): 48–57. https://doi.org/10.1016/j.bpsc.2025.07.005.
Harnett NG, Joshi S, Kumar P, Russell C, Dillon DG, Baker JT, et al. Structural Covariance of Early Visual Cortex Is Negatively Associated With Posttraumatic Stress Disorder Symptoms: A Mega-Analysis From the ENIGMA PTSD Working Group. Biol Psychiatry Cogn Neurosci Neuroimaging. 2026 Jan;11(1):48–57.
Harnett, Nathaniel G., et al. “Structural Covariance of Early Visual Cortex Is Negatively Associated With Posttraumatic Stress Disorder Symptoms: A Mega-Analysis From the ENIGMA PTSD Working Group.Biol Psychiatry Cogn Neurosci Neuroimaging, vol. 11, no. 1, Jan. 2026, pp. 48–57. Pubmed, doi:10.1016/j.bpsc.2025.07.005.
Harnett NG, Joshi S, Kumar P, Russell C, Dillon DG, Baker JT, Pizzagalli DA, Kaufman ML, Nickerson LD, Jahanshad N, Salminen LE, Thomopoulos SI, Frijling JL, Veltman DJ, Koch SBJ, Nawijn L, van Zuiden M, Zhu Y, Li G, Ipser J, Zhu X, Ravid O, Zilcha-Mano S, Lazarov A, Suarez-Jimenez B, Sun D, Hussain A, Huggins AA, Jovanovic T, van Rooij SJH, Fani N, Hudson AR, Sierk A, Manthey A, Walter H, van der Wee NJA, van der Werff SJA, Vermeiren RRJM, Říha P, Lebois LAM, Rosso IM, Olson EA, Liberzon I, Angstadt M, Disner SG, Sponheim SR, Koopowitz S-M, Hofmann D, Qi R, Maron-Katz A, Kunch A, Xie H, El-Hage W, Berg H, Bruce SE, McLaughlin KA, Peverill M, Sambrook K, Ross M, Herringa RJ, Nitschke JB, Davidson RJ, deRoon-Cassini TA, Tomas CW, Fitzgerald JM, Blackford JU, Olatunji BO, Nelson SM, Gordon EM, Densmore M, Théberge J, Neufeld RWJ, Olff M, Wang L, Stein DJ, Neria Y, Stevens JS, Mueller SC, Daniels JK, Rektor I, King A, Davenport ND, Straube T, Lu G, Etkin A, Wang X, Quidé Y, Lissek S, Cisler J, Grupe DW, Larson C, Feola B, May G, Abdallah CG, Lanius R, Thompson PM, Morey RA, Ressler KJ. Structural Covariance of Early Visual Cortex Is Negatively Associated With Posttraumatic Stress Disorder Symptoms: A Mega-Analysis From the ENIGMA PTSD Working Group. Biol Psychiatry Cogn Neurosci Neuroimaging. 2026 Jan;11(1):48–57.

Published In

Biol Psychiatry Cogn Neurosci Neuroimaging

DOI

EISSN

2451-9030

Publication Date

January 2026

Volume

11

Issue

1

Start / End Page

48 / 57

Location

United States

Related Subject Headings

  • Young Adult
  • Visual Cortex
  • Stress Disorders, Post-Traumatic
  • Male
  • Magnetic Resonance Imaging
  • Humans
  • Female
  • Connectome
  • Adult
  • 5203 Clinical and health psychology