Temporally anticorrelated brain networks during working memory performance
reveal aberrant prefrontal and hippocampal connectivity in
patients with schizophrenia
Robert Christian Wolf
a,
⁎, Nenad Vasic
a
, Fabio Sambataro
b
, Annett Höse
c
, Karel Frasch
c
,
Markus Schmid
a
, Henrik Walter
d
a
Department of Psychiatry and Psychotherapy III, University of Ulm, Leimgrubenweg 12-14 89075 Ulm, Germany
b
Clinical Brain Disorders Branch, Genes Cognition and Psychosis Program, National Institute of Mental Health, National Institutes of Health, Bethesda, USA
c
Department of Psychiatry and Psychotherapy II, University of Ulm, Günzburg, Germany
d
Department of Psychiatry, Division for Medical Psychology, Friedrich Wilhelms University, Bonn, Germany
abstract article info
Article history:
Received 3 July 2009
Received in revised form 22 July 2009
Accepted 26 July 2009
Available online 8 August 2009
Keywords:
Functional connectivity
Functional magnetic resonance imaging
Hippocampus
Independent component analysis
Prefrontal cortex
Schizophrenia
Functional neuroimaging studies on cognitive dysfunction in schizophrenia have suggested regional brain
activation changes in the dorsolateral prefrontal cortex and the medial temporal lobe. However, less is
known about the functional coupling of these areas during cognitive performance. In this study, we used
functional magnetic resonance imaging, a verbal working memory (WM) task and multivariate statistical
techniques to investigate the functional coupling of temporally anticorrelated neural networks during
cognitive processing in patients with schizophrenia (n = 16) compared to healthy controls (n = 16).
Independent component analysis identified 18 independent components (ICs) among which two ICs were
selected for further analyses. These ICs included temporally anticorrelated networks which were most highly
associated with the delay period of the task in both healthy controls and patients with schizophrenia.
Functional network abnormalities in patients with schizophrenia were detected within a “task-positive”
lateral frontoparietal network, where increased functional connectivity was found in bilateral dorsolateral
prefrontal regions. In addition, aberrant functional coupling of the hippocampal cortex in patients with
schizophrenia was detected within a “task-negative” medial frontotemporal network. In patients with
schizophrenia, functional connectivity indices in the left dorsolateral prefrontal cortex and the right
hippocampal cortex were positively correlated with accuracy during the WM task, while the connectivity
strength in the right dorsolateral prefrontal cortex was negatively correlated with measures of symptom
severity. These data suggest that within two temporally anticorrelated network states, patients with
schizophrenia exhibit increased and persistent dorsolateral prefrontal and hippocampal connectivity during
WM performance.
© 2009 Elsevier Inc. All rights reserved.
1. Introduction
Since the pioneering studies of Ingvar and Franzén (1974)
numerous functional neuroimaging studies have expanded the initial
findings of “hypofrontality” in patients with schizophrenia by
showing a dysfunction of the lateral prefrontal cortex during cognitive
processing (Barch et al., 2001; Brahmbhatt et al., 2006; Callicott et al.,
2003; Manoach et al., 2000; Perlstein et al., 2001; Stevens et al., 1998;
Tan et al., 2006; Volz et al., 1999). Apart from prefrontal dysfunction,
brain activation abnormalities have been repeatedly demonstrated in
the parietal cortex (Barch and Csernansky, 2007; Hugdahl et al.,
2004), the temporal lobe (Heckers et al., 1998; Hofer et al., 2003;
Ragland et al., 2008) and in subcortical regions such as the basal
ganglia and the thalamus (Andreasen et al., 1996; Manoach et al.,
2000), suggesting widespread functional deficits within brain net-
works associated with performance across a range of cognitive
domains such as attention, episodic memory, executive function and
working memory.
Beyond task-related increases in brain activity (i.e. task-positive
activation responses), several brain areas exhibiting task-induced
deactivation (TID) during cognitive performance have been suggested
to play a relevant role in the pathophysiology of schizophrenia
(Harrison et al., 2007; Pomarol-Clotet et al., 2008), see also
Progress in Neuro-Psychopharmacology & Biological Psychiatry 33 (2009) 1464–1473
Abbreviations: ANOVA, analysis of variance; BA, Brodmann area; BPRS, Brief
Psychiatric Rating Scale; COI, component of interest; DLPFC, dorsolateral prefrontal
cortex; FDR, false discovery rate; fMRI, functional magnetic resonance imaging; GIFT,
group ICA for fMRI toolbox; GLM, General Linear Model; ICA, independent component
analysis; MNI, Montreal Neurological Institute; PANSS, Positive and Negative Syndrome
Scale; RT, reaction times; SPM, Statistical Parametric Mapping; TID, task-induced
deactivation; VLPFC, ventrolateral prefrontal cortex; WM, working memory.
⁎ Corresponding author. Tel.: +49 731 50061571.
E-mail address: christian.wolf@uni-ulm.de (R.C. Wolf).
0278-5846/$ – see front matter © 2009 Elsevier Inc. All rights reserved.
doi:10.1016/j.pnpbp.2009.07.032
Contents lists available at ScienceDirect
Progress in Neuro-Psychopharmacology & Biological
Psychiatry
journal homepage: www.elsevier.com/locate/pnp