Altered effective connectivity during working memory performance in schizophrenia: a study with fMRI and structural equation modeling

The present study aimed to explore altered effective connectivity in schizophrenic patients while performing a 2-back working memory task. Twelve right-handed, schizophrenic patients treated with typical or atypical antipsychotics and 6 healthy control subjects were studied with fMRI while performing a "2-back" working memory task. Effective connectivity within a cortical-subcortical-cerebellar network for mnemonic information processing was assessed and compared between both groups. The path model included cortico-cortical connections comprising the parietal association cortex, ventrolateral prefrontal cortex (VLPFC), and the dorsolateral prefrontal cortex (DLPFC) as well as a cortico-cerebellar feedback loop comprising prefrontal cortex, contralateral cerebellum, and thalamus. Group differences were analyzed with a stacked models approach. Relative to normal controls, both patient groups revealed a pattern of reduced connectivity within the prefrontal-cerebellar and the cerebellar-thalamic limbs but enhanced connectivity in the thalamo-cortical limb of the cortical-cerebellar circuit. Moreover, a direct comparison of both treatment groups revealed enhanced connectivity in the interhemispheric connections between the cortical association areas in patients treated with atypical antipsychotics. However, right prefrontal and left parieto-frontal path coefficients were lower in the patient group receiving atypical antispychotic drugs. The findings suggest that the relationship between pathology in cortical-subcortical cerebellar networks and associated functional connectivity is complex and may include aspects of increased and decreased levels of connectivity consistent with the notion of "cognitive dysmetria" in schizophrenia. The observed pronounced connectivity within thalamo-cortical projections could be attributed to a compensatory increase of thalamic input in the presence of disrupted effective connectivity within the preceding limb of the cortical-cerebellar circuitry. The study demonstrated the feasibility of structural equation modeling for the investigation of group and treatment-related differences in effective connectivity and provides a promising approach to further disentangle the relationship between altered functional capacity and associated fMRI signal changes.

[1]  S. Marder,et al.  Does risperidone improve verbal working memory in treatment-resistant schizophrenia? , 1997, The American journal of psychiatry.

[2]  A. Gevins,et al.  Spatiotemporal dynamics of component processes in human working memory. , 1993, Electroencephalography and clinical neurophysiology.

[3]  P. Goldman-Rakic,et al.  Cortical dysfunction in schizophrenia during auditory word and tone working memory demonstrated by functional magnetic resonance imaging. , 1998, Archives of general psychiatry.

[4]  S. Rauch,et al.  Test-retest reliability of a functional MRI working memory paradigm in normal and schizophrenic subjects. , 2001, The American journal of psychiatry.

[6]  Peter Stoeter,et al.  Characterization of BOLD-fMRI signal during a verbal fluency paradigm in patients with intracerebral tumors affecting the frontal lobe. , 2002, Magnetic resonance imaging.

[7]  Robert Sekuler,et al.  Corticolimbic Interactions Associated with Performance on a Short-Term Memory Task Are Modified by Age , 2000, The Journal of Neuroscience.

[8]  François Chollet,et al.  Cerebral Functional Magnetic Resonance Imaging Activation Modulated by a Single Dose of the Monoamine Neurotransmission Enhancers Fluoxetine and Fenozolone during Hand Sensorimotor Tasks , 1999, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[9]  R. C. Oldfield The assessment and analysis of handedness: the Edinburgh inventory. , 1971, Neuropsychologia.

[10]  Jonathan D. Brodie,et al.  Importance of pharmacologic control in PET studies: Effects of thiothixene and haloperidol on cerebral glucose utilization in chronic schizophrenia , 1991, Psychiatry Research: Neuroimaging.

[11]  D. Pandya,et al.  The cerebrocerebellar system. , 1997, International review of neurobiology.

[12]  Karl J. Friston,et al.  Schizophrenia: a disconnection syndrome? , 1995, Clinical neuroscience.

[13]  G. Schuierer,et al.  Subcortical overactivation in untreated schizophrenic patients: A functional magnetic resonance image finger‐tapping study , 2002, Psychiatry and clinical neurosciences.

[14]  R. P. McDonald,et al.  Structural Equations with Latent Variables , 1989 .

[15]  E. Bullmore,et al.  How Good Is Good Enough in Path Analysis of fMRI Data? , 2000, NeuroImage.

[16]  Karl J. Friston,et al.  Noradrenergically Mediated Plasticity in a Human Attentional Neuronal Network , 1999, NeuroImage.

[17]  S. Paradiso,et al.  "Cognitive dysmetria" as an integrative theory of schizophrenia: a dysfunction in cortical-subcortical-cerebellar circuitry? , 1998, Schizophrenia bulletin.

[18]  R. Coppola,et al.  Physiological dysfunction of the dorsolateral prefrontal cortex in schizophrenia revisited. , 2000, Cerebral cortex.

[19]  E. Tulving,et al.  Age‐related differences in effective neural connectivity during encoding and recall , 1997, Neuroreport.

[20]  B. J. Casey,et al.  Activation of the prefrontal cortex in a nonspatial working memory task with functional MRI , 1994, Human brain mapping.

[21]  M S Buchsbaum,et al.  Visualizing fronto‐striatal circuitry and neuroleptic effects in schizophrenia , 1999, Acta psychiatrica Scandinavica. Supplementum.

[22]  Karl J. Friston,et al.  Analysis of functional MRI time‐series , 1994, Human Brain Mapping.

[23]  J. Lancaster,et al.  Using the talairach atlas with the MNI template , 2001, NeuroImage.

[24]  Steven Warach,et al.  Schizophrenic subjects activate dorsolateral prefrontal cortex during a working memory task, as measured by fMRI , 1999, Biological Psychiatry.

[25]  H. Meltzer,et al.  The mechanism of action of novel antipsychotic drugs. , 1991, Schizophrenia bulletin.

[26]  Bruce R. Rosen,et al.  Activity in Ventrolateral and Mid-Dorsolateral Prefrontal Cortex during Nonspatial Visual Working Memory Processing: Evidence from Functional Magnetic Resonance Imaging , 2000, NeuroImage.

[27]  S. Rauch,et al.  Schizophrenic subjects show aberrant fMRI activation of dorsolateral prefrontal cortex and basal ganglia during working memory performance , 2000, Biological Psychiatry.

[28]  Karl J. Friston,et al.  Abnormal Cingulate Modulation of Fronto-Temporal Connectivity in Schizophrenia , 1999, NeuroImage.

[29]  M. D’Esposito,et al.  The Influence of Working-Memory Demand and Subject Performance on Prefrontal Cortical Activity , 2002, Journal of Cognitive Neuroscience.

[30]  P. Goldman-Rakic,et al.  D1 receptors in prefrontal cells and circuits , 2000, Brain Research Reviews.

[31]  B. Postle,et al.  Prefrontal cortical contributions to working memory: evidence from event-related fMRI studies , 2000, Experimental Brain Research.

[32]  J D Brodie,et al.  Effect of a haloperidol challenge on regional brain metabolism in neuroleptic-responsive and nonresponsive schizophrenic patients. , 1998, The American journal of psychiatry.

[33]  D. Pandya,et al.  Prefrontal cortex projections to the basilar pons in rhesus monkey: implications for the cerebellar contribution to higher function , 1995, Neuroscience Letters.

[34]  Leslie G. Ungerleider,et al.  Network analysis of cortical visual pathways mapped with PET , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[35]  Jordan Grafman,et al.  Handbook of Neuropsychology , 1991 .

[36]  N. Andreasen,et al.  Effects of olanzapine on cerebellar functional connectivity in schizophrenia measured by fMRI during a simple motor task , 2001, Psychological Medicine.

[37]  Serge Bischoff,et al.  Blockade of hippocampal dopamine (da) receptors: A tool for antipsychotics with low extrapyramidal side effects , 1988, Progress in Neuro-Psychopharmacology and Biological Psychiatry.

[38]  J L Lancaster,et al.  Automated Talairach Atlas labels for functional brain mapping , 2000, Human brain mapping.

[39]  Edward E. Smith,et al.  A Parametric Study of Prefrontal Cortex Involvement in Human Working Memory , 1996, NeuroImage.

[40]  N. Andreasen,et al.  Dysfunctional cortico‐cerebellar circuits cause ‘cognitive dysmetria’ in schizophrenia , 1998, Neuroreport.

[41]  R. Liberman,et al.  Neurocognitive deficits in schizophrenia. , 1997, The American journal of psychiatry.

[42]  Jean-François Démonet,et al.  Information processing in large-scale cerebral networks: the causal connectivity approach , 2000, Biological Cybernetics.

[43]  C. Büchel,et al.  Modulation of connectivity in visual pathways by attention: cortical interactions evaluated with structural equation modelling and fMRI. , 1997, Cerebral cortex.

[44]  Karl J. Friston,et al.  Event‐related f MRI , 1997, Human brain mapping.

[45]  Hank P Jedema,et al.  Clozapine Preferentially Increases Dopamine Release in the Rhesus Monkey Prefrontal Cortex Compared with the Caudate Nucleus , 1999, Neuropsychopharmacology.

[46]  M. Petrides,et al.  Specialized systems for the processing of mnemonic information within the primate frontal cortex. , 1996, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[47]  P. Strick,et al.  Basal ganglia and cerebellar loops: motor and cognitive circuits , 2000, Brain Research Reviews.

[48]  E. Tanabe,et al.  65-152 Working memory dysfunction in schizophrenia , 1997, Biological Psychiatry.

[49]  R. Turner,et al.  Event-Related fMRI: Characterizing Differential Responses , 1998, NeuroImage.

[50]  D. Pandya,et al.  Anatomic Organization of the Basilar Pontine Projections from Prefrontal Cortices in Rhesus Monkey , 1997, The Journal of Neuroscience.

[51]  P. Goldman-Rakic Working memory dysfunction in schizophrenia. , 1994, The Journal of neuropsychiatry and clinical neurosciences.

[52]  Scott T. Grafton,et al.  Pallidotomy increases activity of motor association cortex in parkinson's disease: A positron emission tomographic study , 1995, Annals of neurology.

[53]  J. V. Haxby,et al.  Spatial Pattern Analysis of Functional Brain Images Using Partial Least Squares , 1996, NeuroImage.

[54]  Mark S. Cohen,et al.  Parametric Analysis of fMRI Data Using Linear Systems Methods , 1997, NeuroImage.

[55]  C. Frith,et al.  Disordered functional connectivity in schizophrenia , 1996, Psychological Medicine.

[56]  R. C. Oldfield THE ASSESSMENT AND ANALYSIS OF HANDEDNESS , 1971 .

[57]  K. Jöreskog,et al.  Analysis of linear structural relationships by maximum likelihood, instrumental variables, and least sqsuares methods , 1986 .

[58]  R. Coppola,et al.  Functional Magnetic Resonance Imaging Brain Mapping in Psychiatry: Methodological Issues Illustrated in a Study of Working Memory in Schizophrenia , 1998, Neuropsychopharmacology.

[59]  Karl J. Friston,et al.  Assessing the significance of focal activations using their spatial extent , 1994, Human brain mapping.

[60]  D. Pandya,et al.  Comparison of prefrontal architecture and connections. , 1996, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[61]  H. Rusinek,et al.  Functional magnetic resonance imaging of human brain activity in a verbal fluency task , 1998, Journal of neurology, neurosurgery, and psychiatry.

[62]  B. Postle,et al.  Using event-related fMRI to assess delay-period activity during performance of spatial and nonspatial working memory tasks. , 2000, Brain research. Brain research protocols.

[63]  E. Bullmore,et al.  Differences in frontal cortical activation by a working memory task after substitution of risperidone for typical antipsychotic drugs in patients with schizophrenia. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[64]  Karl J. Friston,et al.  Dopaminergic modulation of impaired cognitive activation in the anterior cingulate cortex in schizophrenia , 1995, Nature.

[65]  Karl J. Friston,et al.  Spatial registration and normalization of images , 1995 .

[66]  Christian Gaser,et al.  Decreased frontal activation in schizophrenics during stimulation with the Continuous Performance Test - a functional magnetic resonance imaging study , 1999, European Psychiatry.

[67]  M. N. Rajah,et al.  Interactions of prefrontal cortex in relation to awareness in sensory learning. , 1999, Science.

[68]  G. E. Alexander,et al.  Parallel organization of functionally segregated circuits linking basal ganglia and cortex. , 1986, Annual review of neuroscience.

[69]  Christian Gaser,et al.  Supporting evidence for the model of cognitive dysmetria in schizophrenia — a structural magnetic resonance imaging study using deformation-based morphometry , 2000, Schizophrenia Research.

[70]  Michael Petrides,et al.  6 – Mapping Prefrontal Cortical Systems for the Control of Cognition , 2000 .

[71]  J. Ehrhardt,et al.  Thalamic abnormalities in schizophrenia visualized through magnetic resonance image averaging. , 1994, Science.