The association between cognitive deficits and prefrontal hemodynamic responses during performance of working memory task in patients with schizophrenia
Introduction
Schizophrenia is associated with deficits in multiple cognitive domains, including selective and sustained attention, working memory, episodic memory, processing speed, executive function, and social cognition (Green et al., 2004). Because of the lack of effective treatments for these deficits, schizophrenia often continues to exact a devastating toll, with 80% of patients remaining unemployed and less than 30% living independently (Torrey, 2006).
In order to advance the development of therapies aimed at ameliorating the cognitive deficits in schizophrenia, biomarkers must be identified that can be used to determine whether therapeutic candidates elicit the targeted biological effects. In neuropsychiatric research, a biomarker is an indicator of neuronal function — hypothesized to be related to disease mechanisms — that can serve as an immediate and objective measure of the biological effects of therapeutic candidates (Tregellas et al., 2014).
Impairments in working memory and other cognitive functions are cardinal neuropsychological symptoms in schizophrenia, and the prefrontal cortex (PFC) is important for mediating and executing these functions (Badre and D'Esposito, 2009, D'Esposito et al., 1995, Senkowski and Gallinat, 2015, Takizawa et al., 2008). The cognitive impairment associated with schizophrenia stems mainly from abnormalities of the PFC (Green et al., 2004), as supported by the results of functional magnetic resonance imaging (fMRI) studies performed during neurocognitive tasks (Minzenberg et al., 2009, Senkowski and Gallinat, 2015). Previous studies using the n-back neurocognitive assessment task, which is a well-known working memory task, have indicated that patients with schizophrenia have decreased dorsolateral prefrontal cortex (DLPFC) activation (Callicott et al., 2003, Callicott et al., 2000, Jansma et al., 2004, Perlstein et al., 2001, Schneider et al., 2007). On the other hand, other studies have shown that patients with schizophrenia have greater PFC activation compared with healthy controls (HCs), suggesting that the relationship between PFC activation and neuronal function follows an inverted U-curve activity pattern (Callicott et al., 2003, Jansma et al., 2004, Potkin et al., 2009), or a compensatory response using preserved functions (Callicott et al., 2003, Minzenberg et al., 2009, Potkin et al., 2009, Schneider et al., 2007). Therefore, working memory impairment may result from reduced function in specific brain regions related to a given cognitive task (Lett et al., 2014). Elucidating the relationship between working memory-related PFC neural activity and cognitive ability could help clarify the mechanism(s) of cognitive impairment.
The Brief Assessment of Cognition in Schizophrenia (BACS) (Keefe et al., 2004) is an instrument used to evaluate the elements of cognition that are most commonly impaired and strongly connected with everyday functioning in patients with schizophrenia (Keefe et al., 2006). The BACS includes five cognitive domains (verbal memory, working memory, motor speed, verbal fluency, attention and speed of information processing, and executive function) and can be administered by a wide range of mental health professionals. Despite the battery's comprehensive nature, high test–retest reliability, predictive value, relationship to functional outcome, and utility in clinical trials (Kaneda et al., 2007, Keefe et al., 2006, Keefe et al., 2008, Melau et al., 2015), to our knowledge, no study has reported an association between BACS scores and brain function in schizophrenia. Understanding the brain abnormalities related to BACS performance may allow imaging assessments to help accelerate the development of new therapies.
In our previous pilot study (Pu et al., 2014), we investigated the effects of a cognitive remediation therapy on neurocognitive functioning assessed by BACS and on working memory-related PFC neural activity using 52-channel near-infrared spectroscopy (NIRS). The cognitive remediation therapy group, in comparison with the control group, showed significant improvement on the BACS and a significant increase in brain activation in the right frontopolar area, which is associated with working memory, in comparison with the control group. In addition, the amount of enhancement in cognitive subcomponents such as verbal memory and verbal fluency was positively correlated with the magnitude of the increase in the hemodynamic response during the working memory task predominantly in the right hemisphere. These findings suggest that NIRS may be a useful tool for assessing the changes in neural activity that underlie the neurocognitive functioning improvements elicited by neurocognitive rehabilitation. However, the relationship between the working memory-related PFC neural activity and neurocognitive functioning is not yet clear.
Our goals in the present study were to test the hypotheses that (1) relative to healthy subjects, patients with schizophrenia have detectable abnormalities in working memory-related PFC neural activity, as measured using multi-channel NIRS imaging, and (2) this neural activity is related to cognitive ability, in particular the working memory or verbal memory and verbal fluency cognitive domains, as the improvement in these subcomponents in BACS was associated with increase in the hemodynamic response caused by cognitive remediation therapy in our previous study (Pu et al., 2014). Findings supporting these hypotheses would suggest that working memory-related PFC neural activity may be a useful biomarker for therapeutic development.
Section snippets
Participants
See Table 1 for experimental and control participant information. The participants in the schizophrenia patient group (N = 87; n = 37, male; n = 50, female) were diagnosed based on the Diagnostic and Statistical Manual of Mental Disorders, fourth edition (DSM-IV, American Psychiatric Association, 1994), using the Mini-International Neuropsychiatric Interview (MINI) (Sheehan et al., 1998). Members of the schizophrenia group were receiving antipsychotic medication (n = 7, typical; n = 80, atypical). Daily
Demographic and clinical backgrounds
Table 1 summarizes the demographic and clinical characteristic of the study groups. There was a significant difference between the lower-level-of-cognitive-function schizophrenia and higher-level-of-cognitive-function schizophrenia groups for the GAF (p = 0.001; t-test) and negative score (PANSS) (p = 0.018; t-test), while no difference was observed between the groups for the positive and general psychopathology scores (PANSS) (p > 0.05; t-test).
Task performance
A significant difference between groups was observed in
Discussion
Our results show that the working memory-related hemodynamic responses over the PFC surface decreased according to the level of cognitive deficits in schizophrenia. The hemodynamic responses in the higher-level-of-cognitive-function schizophrenia group were weaker than the responses of the HCs but were not significantly different when compared with the hemodynamic responses in the left DLPFC and left FPC in the lower-level-of-cognitive-function schizophrenia group. In contrast, the hemodynamic
Conclusions
This study is the first to observe significant correlations between abnormal working memory-related hemodynamic responses in the PFC and a broad-based measure of cognition in schizophrenia. Our results suggest that working memory-related PFC neural activity may be a useful biomarker for therapeutic development for cognitive dysfunction in schizophrenia.
Role of funding source
This research was supported by an Intramural Research Grant for Neurological and Psychiatric Disorders from the NCNP (National Center of Neurology and Psychiatry) (No. 23-10 and 26-3 to K.K. and S.P.) and by support from the Takeda Science Foundation (No. 2014 to S.P.). Funding agencies had no role in study delineation, data collection and analysis, decision to submit the paper to the present journal, or preparation of the manuscript.
Contributors
Shenghong Pu, Kazuyuki Nakagome, and Koichi Kaneko designed the study and wrote the protocol. Shenghong Pu and Kazuyuki Nakagome undertook the statistical analysis. Shenghong Pu, Masashi Itakura, Masaaki Iwata, Izumi Nagata, and Koichi Kaneko conducted data acquisition. Shenghong Pu and Kazuyuki Nakagome analyzed the data. Shenghong Pu and Kazuyuki Nakagome wrote the first draft of the manuscript, and the other authors revised it critically for important intellectual content. All authors have
Conflict of interest
All the authors declare that they have no conflicts of interest with respect to this study or its publication.
Acknowledgement
The authors thank all the participants in this study. The authors also thank the Hitachi Medical Corporation for providing technical advice.
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2020, OptikCitation Excerpt :Also, we reported for the first time the functional connectivity of the brain in the working memory tasks based on the dominant hemisphere separately for right-handed and left-handed individuals and examined the similarities and differences of connectivity between their brain regions and the lateralized hemispheres in these two groups. The results of this study can be used to examine the functional connectivity of the brain in a wide range of diseases, especially those involving the frontal lobe of the brain, like the previous studies which used a one-dimensional n-back task on people with ADHD [16,17,37], schizophrenia [23], MS [20], traumatic brain injury (TBI) [25], ASD [24], depression [21,22] and working memory function improvement in people with mild cognitive impairment [18]. Also, to investigate the effect of aging on working memory function [27] as well as on growing children and compare the results with the findings of the present study.