Neural correlates of planning performance in patients with schizophrenia — Relationship with apathy

https://doi.org/10.1016/j.schres.2014.11.028Get rights and content

Abstract

Patients with schizophrenia often suffer from apathy: a quantitative reduction of voluntary, goal-directed behaviors that impairs daily functioning. We hypothesized that schizophrenia patients with high levels of apathy would show decreased activation in brain regions involved in planning and goal-directed behavior.

Patients with schizophrenia or psychotic spectrum disorder (n = 47) and healthy controls (n = 20) performed the Tower of London (ToL) task during fMRI scanning using arterial spin labeling. To investigate the relationship between apathy and planning in patients, a proxy measure of apathy based on the Positive and Negative syndrome Scale was regressed against the task-related brain activation. Brain activation was also compared between patients and healthy controls.

Higher levels of apathy were associated with less task-related activation within the inferior parietal lobule precuneus and thalamus. Compared to controls, patients showed lower activation in lateral prefrontal regions, parietal and motor areas, and a higher activation of medial frontal areas.

Apathy was related to abnormal activation in thalamus and parietal regions during the ToL task. This supports the hypothesis that impaired function of brain regions involved in planning and goal-directed behavior may underlie apathy in schizophrenia. Moreover, impaired lateral prefrontal activation in schizophrenia patients compared to controls is consistent with the hypofrontality model of schizophrenia. In contrast, stronger medial frontal activation in patients may be related to increased effort to perform a task with conflicting task solutions.

Introduction

Patients with schizophrenia frequently experience markedly reduced levels of interest and a lack of initiative in daily activities, which is a hallmark of apathy. Apathy is a core feature of negative symptoms in schizophrenia (Foussias and Remington, 2010). Research has shown that 30% of the patients with a first episode psychosis show enduring levels of apathy (Faerden et al., 2010). Understanding apathy in schizophrenia has important implications, as it has been argued to be the critical component, especially with regard to poor (social) functioning, unemployment, severity of illness and poor functional outcome (Bottlender et al., 2010, Faerden et al., 2010, Foussias and Remington, 2010, Kiang et al., 2003).

Apathy can be described as a quantitative reduction of voluntary, goal-directed behaviors. Levy and Dubois (2006) state that apathy may arise from “planning and working memory impairments, through difficulties in sequencing ideas, maintaining mental representation of goals and sub-goals and manipulating them, may abort the elaboration of goal-directed behaviors, thereby quantitatively (and qualitatively) reducing goal-directed behaviors”. In this view apathy may be rooted, in part, in planning deficits. Planning has been defined as “the goal-directed, trial-and-error exploration of a tree of alternative moves” (Dehaene and Changeux, 1997). Indeed, a direct relation between apathy and executive function or goal-directed behavior has also been observed (Faerden et al., 2010, Foussias and Remington, 2010, Roth et al., 2004), but the neural correlates of this association, to the best of our knowledge, have not been investigated as yet.

Goal-directed behavior and executive functioning are both regulated by a fronto-striatal-parietal brain circuit (Fuster, 2009, Goldberg, 2009) and a similar brain circuit has been implicated in apathy (Levy and Dubois, 2006). Impaired function of a fronto-striatal-parietal network may thus be related to apathy as a consequence of problems in goal-directed behavior (Konstantakopoulos et al., 2011, Roth et al., 2004). Schizophrenia patients with deficit syndrome, showing high levels of negative symptoms, including apathy, have shown abnormal regional cerebral blood flow (Lahti et al., 2001) and white matter deficits (Rowland et al., 2009) in fronto-parietal regions. Moreover, higher levels of apathy in schizophrenia have been related to decreased gray matter volumes in these areas and to neuropsychological deficits (Roth et al., 2004). In the current paper we address the question whether hampered activation of this fronto-striatal-parietal network during planning may be associated with apathy in schizophrenia.

The Tower of London task (ToL) is a suitable task to investigate higher order planning processes in fronto-striatal-parietal brain circuits as it requires subjects to perform a set of subsequent mental operations that involve planning (Shallice, 1982) and thus resembles the definitions of planning and apathy as defined above (Baker et al., 1996, Beauchamp et al., 2003, Unterrainer and Owen, 2006, Wagner et al., 2006). An early PET study using the ToL has shown decreased medial prefrontal activation in schizophrenia, related to the severity of negative symptoms (Andreasen et al., 1992). A more recent fMRI study reported some evidence for prefrontal dysfunction in schizophrenia, but these results were not unequivocal (Rasser et al., 2005).

The ToL has also been used to study frontal lobe lesions, which are characterized by apathy and impaired organizational abilities (Owen et al., 1996). Patients with frontal lobe damage show impaired performance on the ToL task (Dehaene and Changeux, 1997) similar to schizophrenia patients (Morris et al., 1995, Pantelis et al., 1997). Moreover, patients with depression (Elliott et al., 1997) and Parkinson's disease (Dagher et al., 2001, Owen et al., 1996) – both involving apathy and anhedonia – also showed frontal, parietal and striatal dysfunction during the ToL task. Taken together, these findings suggest that apathy in schizophrenia may be related to planning impairments associated with dysfunction of frontal, parietal and striatal connections.

We hypothesized that schizophrenia patients with high levels of apathy would show impaired function of fronto-striatal-parietal brain areas involved in planning. We included a task with different levels of difficulty (1–5 move problems) (Dagher et al., 1999, Schall et al., 2003) to account for differences in task performance between study participants. Furthermore, a healthy control group was included for reference.

Section snippets

Subjects

Baseline fMRI data of two trials were combined, i.e. before any intervention took place. The first trial that investigated the effects of treatment with aripiprazole compared to risperidone on negative symptoms (EUDRA-CT: 2007-002748-79). The second fMRI study was part of a double-blind multicenter randomized controlled trial investigating the effect of rTMS on negative symptoms (Dutch Trial Registry: NTR1261). The procedures for the baseline measurements used in the current study were

Demographics

Data of 47 patients and 20 control subjects were available. Demographic characteristics are shown in Table 1. The subject groups, patients versus controls, did not differ significantly in age, gender, handedness, or educational level. 76% of the patients had a diagnosis of schizophrenia; the other patients were diagnosed with other diagnoses in the psychotic spectrum. For the patients with a diagnosis of psychotic disorder, a diagnosis of schizophrenia could not be confirmed due to their short

Discussion

In this study we investigated whether apathy is related to reduced fronto-parietal activation in schizophrenia patients, using the Tower of London task. Both contrasts of planning with either the baseline or the counting balls condition showed reduced planning-related brain activation with higher levels of apathy. The planning > baseline association was also significant after correction for education.

Thus, we observed abnormal parietal and thalamic activation in relation to apathy, but no

Role of funding source

The study was funded in part by an ERC grant (StG2012-312787) and in part by a European Science Foundation EURYI grant (NWO no. 044035001), both awarded to AA.

Contributors

Edith Liemburg and André Aleman designed the study and wrote the protocol. Matthias van Osch developed the imaging protocol. Edith Liemburg and Remco Renken undertook statistical analysis. Edith Liemburg wrote the first draft of the manuscript. Leonie Bais, Henderikus Knegtering and Jozarni Dlabac-De Lange helped in writing the manuscript. All authors contributed to and have approved the final manuscript.

Conflicts of interest statement

Henderikus Knegtering, MD, PhD is on the speakers' list of and/or has received unconditional grants from Janssen, Eli Lilly, Bristol Meyers Squibb, Astra Zeneca Eli Lilly. All other authors declare that there are no conflicts of interest.

Acknowledgments

We thank all participants for participation in our study and all mental health care organizations for their cooperation. We thank Dr. Ann Faerden (Oslo University Hospital) for providing us with the PANSS-AES correlations from her dataset.

References (57)

  • N.C. Andreasen et al.

    Hypofrontality in neuroleptic-naive patients and in patients with chronic schizophrenia. Assessment with xenon 133 single-photon emission computed tomography and the Tower of London

    Arch. Gen. Psychiatry

    (1992)
  • N.C. Andreasen et al.

    Antipsychotic dose equivalents and dose–years: a standardized method for comparing exposure to different drugs

    Biol. Psychiatry

    (2010)
  • S.C. Baker et al.

    Neural systems engaged by planning: a PET study of the Tower of London task

    Neuropsychologia

    (1996)
  • M.H. Beauchamp et al.

    Dynamic functional changes associated with cognitive skill learning of an adapted version of the Tower of London task

    Neuroimage

    (2003)
  • L. Bonilha et al.

    Neurocognitive deficits and prefrontal cortical atrophy in patients with schizophrenia

    Schizophr. Res.

    (2008)
  • R. Bottlender et al.

    Social disability in schizophrenic, schizoaffective and affective disorders 15 years after first admission

    Schizophr. Res.

    (2010)
  • J.H. Callicott et al.

    Complexity of prefrontal cortical dysfunction in schizophrenia: more than up or down

    Am. J. Psychiatry

    (2003)
  • F. Cazalis et al.

    Individual differences in prefrontal cortical activation on the Tower of London planning task: implication for effortful processing

    Eur. J. Neurosci.

    (2003)
  • T.N. Chase

    Apathy in neuropsychiatric disease: diagnosis, pathophysiology, and treatment

    Neurotox. Res.

    (2011)
  • A. Dagher et al.

    Mapping the network for planning: a correlational PET activation study with the Tower of London task

    Brain

    (1999)
  • A. Dagher et al.

    The role of the striatum and hippocampus in planning: a PET activation study in Parkinson's disease

    Brain

    (2001)
  • S. Dehaene et al.

    A hierarchical neuronal network for planning behavior

    Proc. Natl. Acad. Sci. U. S. A.

    (1997)
  • N.J. Donovan et al.

    Regional cortical thinning predicts worsening apathy and hallucinations across the Alzheimer disease spectrum

    Am. J. Geriatr. Psychiatr.

    (2014)
  • R. Elliott et al.

    Prefrontal dysfunction in depressed patients performing a complex planning task: a study using positron emission tomography

    Psychol. Med.

    (1997)
  • A. Faerden et al.

    Assessing apathy: the use of the Apathy Evaluation Scale in first episode psychosis

    Eur. Psychiatry

    (2008)
  • A. Faerden et al.

    Apathy is associated with executive functioning in first episode psychosis

    BMC Psychiatry

    (2009)
  • A. Faerden et al.

    Apathy in first episode psychosis patients: one year follow up

    Schizophr. Res.

    (2010)
  • G. Fervaha et al.

    Motivational and neurocognitive deficits are central to the prediction of longitudinal functional outcome in schizophrenia

    Acta Psychiatr. Scand.

    (2014)
  • G. Foussias et al.

    Negative symptoms in schizophrenia: avolition and Occam's razor

    Schizophr. Bull.

    (2010)
  • J.M. Fuster

    The Prefrontal Cortex

    (2009)
  • R. Giel et al.

    Scan 2.1: Schedules for Clinical Assessment in Neuropsychiatry (In Dutch)

    (1996)
  • D.C. Glahn et al.

    Beyond hypofrontality: a quantitative meta-analysis of functional neuroimaging studies of working memory in schizophrenia

    Hum. Brain Mapp.

    (2005)
  • E. Goldberg

    The New Executive Brain: Frontal Lobes in a Complex World

    (2009)
  • I. Groeneweg-Koolhoven et al.

    Quality of life in community-dwelling older persons with apathy

    Am. J. Geriatr. Psychiatr.

    (2014)
  • P. Haggard

    Neuroscience. The sources of human volition

    Science

    (2009)
  • N. Herrmann et al.

    The Sunnybrook Stroke Study: a prospective study of depressive symptoms and functional outcome

    Stroke

    (1998)
  • K. Hill et al.

    Hypofrontality in schizophrenia: a meta-analysis of functional imaging studies

    Acta Psychiatr. Scand.

    (2004)
  • S. Kay et al.

    The positive and negative syndrome scale (PANSS) for schizophrenia

    Schizophr. Bull.

    (1987)
  • Cited by (0)

    View full text