Cortico-cognition coupling in treatment resistant schizophrenia

Warda T. Syeda*, Cassandra M.J. Wannan, Antonia H. Merritt, Jayachandra M. Raghava, Mahesh Jayaram, Dennis Velakoulis, Tina D. Kristensen, Rigas Filippos Soldatos, Shane Tonissen, Naveen Thomas, Karen S. Ambrosen, Mikkel E. Sørensen, Birgitte Fagerlund, Egill Rostrup, Birte Y. Glenthøj, Efstratios Skafidas, Chad A. Bousman, Leigh A. Johnston, Ian Everall, Bjørn H. EbdrupChristos Pantelis

*Corresponding author af dette arbejde

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

8 Citationer (Scopus)
17 Downloads (Pure)

Abstract

Background: Brain structural alterations and cognitive dysfunction are independent predictors for poor clinical outcome in schizophrenia, and the associations between these domains remains unclear. We employed a novel, multiblock partial least squares correlation (MB-PLS-C) technique and investigated multivariate cortico-cognitive patterns in patients with treatment-resistant schizophrenia (TRS) and matched healthy controls (HC). Method: Forty-one TRS patients (age 38.5 ± 9.1, 30 males (M)), and 45 HC (age 40.2 ± 10.6, 29 M) underwent 3T structural MRI. Volumes of 68 brain regions and seven variables from CANTAB covering memory and executive domains were included. Univariate group differences were assessed, followed by the MB-PLS-C analyses to identify group-specific multivariate patterns of cortico-cognitive coupling. Supplementary three-group analyses, which included 23 non-affected first-degree relatives (NAR), were also conducted. Results: Univariate tests demonstrated that TRS patients showed impairments in all seven cognitive tasks and volume reductions in 12 cortical regions following Bonferroni correction. The MB-PLS-C analyses revealed two significant latent variables (LVs) explaining > 90% of the sum-of-squares variance. LV1 explained 78.86% of the sum-of-squares variance, describing a shared, widespread structure-cognitive pattern relevant to both TRS patients and HCs. In contrast, LV2 (13.47% of sum-of-squares variance explained) appeared specific to TRS and comprised a differential cortico-cognitive pattern including frontal and temporal lobes as well as paired associates learning (PAL) and intra-extra dimensional set shifting (IED). Three-group analyses also identified two significant LVs, with NARs more closely resembling healthy controls than TRS patients. Conclusions: MB-PLS-C analyses identified multivariate brain structural-cognitive patterns in the latent space that may provide a TRS signature.

OriginalsprogEngelsk
Artikelnummer103064
TidsskriftNeuroImage: Clinical
Vol/bind35
Antal sider12
ISSN2213-1582
DOI
StatusUdgivet - 2022

Bibliografisk note

Funding Information:
The authors thank Prof. Andrew Zalesky (Melbourne Neuropsychiatry Centre) for his insightful suggestions about the MB-PLS-C technique. CP received funding from National Health and Medical Research Council, Australia (1196508, 1150083). BE received funding from The Lundbeck Foundation, Denmark (R316-2019-191).

Publisher Copyright:
© 2022 The Authors

Citationsformater