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Cortico-cognition coupling in treatment resistant schizophrenia
被引:6
|作者:
Syeda, Warda T.
[1
]
Wannan, Cassandra M. J.
[1
]
Merritt, Antonia H.
[1
]
Raghava, Jayachandra M.
[2
,6
]
Jayaram, Mahesh
[1
,5
]
Velakoulis, Dennis
[1
]
Kristensen, Tina D.
[2
,3
]
Soldatos, Rigas Filippos
[1
,9
]
Tonissen, Shane
[1
]
Thomas, Naveen
[1
,5
]
Ambrosen, Karen S.
[2
,3
]
Sorensen, Mikkel E.
[2
,3
]
Fagerlund, Birgitte
[2
,3
]
Rostrup, Egill
[2
,3
]
Glenthoj, Birte Y.
[2
,3
,4
]
Skafidas, Efstratios
[1
]
Bousman, Chad A.
[1
,7
]
Johnston, Leigh A.
[10
]
Everall, Ian
[8
]
Ebdrup, Bjorn H.
[1
,2
,3
,4
]
Pantelis, Christos
[1
,2
,3
,4
,5
,11
]
机构:
[1] Univ Melbourne & Melbourne Hlth, Melbourne Neuropsychiat Ctr, Dept Psychiat, Parkville, Vic, Australia
[2] Univ Copenhagen, Ctr Neuropsychiat Schizophrenia Res, Glostrup, Denmark
[3] Univ Copenhagen, Ctr Clin Intervent & Neuropsychiat Schizophrenia R, Mental Hlth Ctr Glostrup, Glostrup, Denmark
[4] Univ Copenhagen, Fac Hlth & Med Sci, Dept Clin Med, Copenhagen, Denmark
[5] Sunshine Hosp, MidWest Area Mental Hlth Serv, St Albans, Vic, Australia
[6] Rigshospitalet, Dept Clin Physiol Nucl Med & PET, Funct Imaging Unit, Glostrup, Denmark
[7] Univ Calgary, Dept Med Genet Psychiat & Physiol & Pharmacol, Calgary, AB, Canada
[8] Kings Coll London, Inst Psychiat Psychol & Neurosci, London, England
[9] Natl & Kapodistrian Univ Athens Med Sch, Eginit Hosp, Dept Psychiat 1, Athens, Greece
[10] Univ Melbourne, Dept Biomed Engn, Melbourne, Vic, Australia
[11] Florey Inst Neurosci & Mental Hlth, Parkville, Vic, Australia
基金:
英国医学研究理事会;
关键词:
Partial least squares correlation;
Treatment-resistant schizophrenia;
Cognition;
Brain structure;
MRI;
WORKING-MEMORY;
ATTENTION;
TUTORIAL;
CORTEX;
D O I:
10.1016/j.nicl.2022.103064
中图分类号:
R445 [影像诊断学];
学科分类号:
100207 ;
摘要:
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.
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页数:12
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