Altered resting-state cerebral blood flow and its connectivity in schizophrenia

https://doi.org/10.1016/j.jpsychires.2015.03.002Get rights and content

Highlights

  • 3D arterial spin labeling (ASL) MRI was performed to measure resting-state CBF.

  • Schizophrenia patients exhibited both decreased and increased regional CBF.

  • Regional CBF was correlated with clinical parameters in schizophrenia patients.

  • Deficits in resting-state CBF connectivity were also observed in schizophrenia.

Abstract

Small sample sizes and large inter-subject variations result in inconsistent findings in resting-state cerebral blood flow (CBF) in schizophrenia. The CBF connectivity alterations in schizophrenia remain unclear. Recently, three-dimensional pseudo-continuous arterial spin labeling (pcASL) imaging was performed to measure the resting-state CBF in 100 schizophrenia patients and 94 healthy comparison subjects. The normalized CBF was used to reduce the inter-subject variations. Both group comparisons in the CBF and correlations between the CBF alterations and clinical parameters were assessed. The CBF connectivity of the brain regions with regional CBF differences was also compared between the groups. Compared with the healthy controls, the schizophrenia patients exhibited increased CBF in the bilateral inferior temporal gyri, thalami and putamen and decreased CBF in the left insula and middle frontal gyrus and the bilateral anterior cingulate cortices and middle occipital gyri. In the schizophrenia patients, significant correlations were identified between the CBF and clinical parameters. Importantly, the schizophrenia patients exhibited CBF disconnections between the left thalamus and right medial superior frontal gyrus and between the left insula and left postcentral gyrus. Our results suggest that schizophrenia patients may exhibit both regional CBF abnormalities and deficits in CBF connectivity, which may underlie the clinical symptoms of schizophrenia.

Introduction

Schizophrenia is a common and severe brain disorder characterized by abnormal mental activities and disturbed behaviors (Lewis and Lieberman, 2000). It has been associated with alterations in resting-state cerebral blood flow (CBF). Positron emission tomography (PET) and single photon emission computerized tomography (SPECT) have traditionally been used to measure CBF changes in schizophrenia. Patients have exhibited increased or decreased resting-state CBF in multiple brain regions, especially the prefrontal cortex (Andreasen et al., 1997, Catafau et al., 1994, Kanahara et al., 2013, Kanahara et al., 2009, Kawasaki et al., 1993, Malaspina et al., 2004, Mathew et al., 1988, Rubin et al., 1994, Weinberger et al., 1986). Moreover, several resting-state CBF alterations have been associated with the core clinical symptoms of schizophrenia (Lahti et al., 2006, Yuasa et al., 1995). However, PET and SPECT techniques require the use of invasive radioactive tracers, which limits repeated examinations. The other limitations of the two techniques include the time-consuming, expensive image acquisition and low spatial resolution.

With the advantages of a noninvasive nature and short acquisition time, arterial spin labeling (ASL) magnetic resonance imaging (MRI) provides an alternative approach to the measurement of resting-state CBF using magnetically labeled arterial blood water as an endogenous tracer (Detre et al., 1992). Using this technique, several studies have demonstrated resting-state CBF changes in schizophrenia (Liu et al., 2012, Pinkham et al., 2011, Scheef et al., 2010, Walther et al., 2011), although one study failed to identify significant group differences (Horn et al., 2009). Furthermore, associations between the altered resting-state ASL-CBF and clinical symptoms have also been identified in schizophrenia (Pinkham et al., 2011). Although the decreased CBF in the frontal cortex has been repeatedly discerned in schizophrenia, the CBF changes in other brain regions differ largely across studies (Liu et al., 2012, Pinkham et al., 2011, Scheef et al., 2010, Walther et al., 2011). The small sample size and large inter-subject variations may account for the inconsistent findings across investigations. Thus, studies that investigate normalized CBF to reduce inter-subject variations in a larger sample size are needed.

As a reflection of neuronal activity, the regional CBFs of different brain regions are not independent. Instead, the CBFs of brain regions from the same functional network may change synchronously to fulfill the function of the network. In support of the hypothesis, the highest concurrent fluctuations in CBF have been identified between homologous cortical regions, and the functional network constructed by CBF connectivity exhibits similar network properties to the networks constructed by anatomical or functional connectivity (Melie-Garcia et al., 2013). Recently, using a group-level independent component analysis on ASL-CBF data, Kindler and colleagues have found increased CBF connectivity within the default-mode network (DMN) (Kindler et al., 2015). However, the CBF connectivity alterations outside the DMN in schizophrenia remain largely unknown.

The first aim of this current study was to clarify the CBF alteration patterns in schizophrenia. We adopted a 3D pseudo-continuous arterial spin labeling (pcASL) technique that used fast spin echo acquisition and background suppression to provide robustness to motion and susceptibility artifacts and to improve the signal to noise ratio (SNR). We used normalized CBF to reduce the inter-subject difference and a large sample size (100 patients with schizophrenia and 94 healthy comparison subjects) to improve the statistical power. To exclude the effect of cortical atrophy on the CBF results, we also repeated the CBF comparisons after controlling for the regional gray matter volume (GMV). The second aim was to investigate the associations between CBF alterations and clinical parameters. The final aim was to test whether the brain regions with altered CBF also exhibited CBF connectivity changes in schizophrenia.

Section snippets

Subjects

A total of 106 patients with schizophrenia and 94 healthy comparison subjects were included in our study. The individual patient diagnoses were confirmed using the Structured Clinical Interview for DSM-IV by trained psychiatrists. The inclusion criteria were age (16–60 years) and right-handedness. The exclusion criteria were MRI contraindications, a poor quality of the imaging data, the presence of a systemic medical illness (i.e., cardiovascular disease, diabetes mellitus) or central nervous

Group differences in resting-state normalized CBF

In the voxel-based analysis, the CBF differences between the schizophrenia patients and the healthy comparison subjects are shown in Fig. 1 and Table 2. Compared with the healthy comparison subjects, the schizophrenia patients exhibited increased CBF in the bilateral inferior temporal gyri (ITG) (left: ES = 0.67; right: ES = 0.69), thalami (Th) (left: ES = 0.57; right: ES = 0.63), and putamen (Put) (left: ES = 0.59; right: ES = 0.65) (P < 0.05, FWE corrected). In contrast, these patients had

Discussion

In the present study, we used a 3D-pcASL technique to investigate the normalized CBF and CBF connectivity changes in 100 patients with schizophrenia. These patients had increased CBF in the bilateral ITG, thalami, and putamen and decreased CBF in the left insula and MFG and the bilateral ACC and MOG. Both antipsychotic medication and the duration of illness were correlated with the regional CBF. The CBFs of the left insula and ITG were correlated with the PANSS negative scores. More

Role of funding source

This work was supported by grants from the National Basic Research Program of China (973 program, 2011CB707801); Natural Science Foundation of China (91332113 and 81271551) and Tianjin Key Technology R&D Program (14ZCZDSY00018).

Contributors

Jiajia Zhu and Chunshui Yu designed the study, collected data, wrote the protocol and the draft of the manuscript. Chuanjun Zhuo undertook neurological, psychopathological and psychometric assessments. Wen Qin performed image processing and statistical analyses. Yongjie Xu and Lixue Xu operated the magnetic resonance imaging (MRI) machine. Xingyun Liu managed literature searches. All authors contributed to and have approved the final manuscript.

Conflict of interest

All authors declare that they have no conflicts of interest.

Acknowledgments

We would gratefully thank for the support and assistance from Zhenyu Zhou Ph.D., and Ziheng, Zhang Ph.D. of GE Healthcare China Research Team.

References (47)

  • A.C. Lahti et al.

    Functional effects of antipsychotic drugs: comparing clozapine with haloperidol

    Biol Psychiatry

    (2003)
  • D.A. Lewis et al.

    Catching up on schizophrenia: natural history and neurobiology

    Neuron

    (2000)
  • J. Liu et al.

    Does baseline cerebral blood flow affect task-related blood oxygenation level dependent response in schizophrenia?

    Schizophr Res

    (2012)
  • D. Malaspina et al.

    Resting neural activity distinguishes subgroups of schizophrenia patients

    Biol Psychiatry

    (2004)
  • L. Melie-Garcia et al.

    Studying the topological organization of the cerebral blood flow fluctuations in resting state

    Neuroimage

    (2013)
  • T. Onitsuka et al.

    Occipital lobe gray matter volume in male patients with chronic schizophrenia: a quantitative MRI study

    Schizophr Res

    (2007)
  • A. Pinkham et al.

    Resting quantitative cerebral blood flow in schizophrenia measured by pulsed arterial spin labeling perfusion MRI

    Psychiatry Res

    (2011)
  • P. Rubin et al.

    Regional cerebral blood flow distribution in newly diagnosed schizophrenia and schizophreniform disorder

    Psychiatry Res

    (1994)
  • S. Walther et al.

    Resting state cerebral blood flow and objective motor activity reveal basal ganglia dysfunction in schizophrenia

    Psychiatry Res

    (2011)
  • K.P. Wylie et al.

    The role of the insula in schizophrenia

    Schizophr Res

    (2010)
  • B. Biswal et al.

    Functional connectivity in the motor cortex of resting human brain using echo-planar MRI

    Magn Reson Med

    (1995)
  • P.D. Butler et al.

    Dysfunction of early-stage visual processing in schizophrenia

    Am J Psychiatry

    (2001)
  • P.D. Butler et al.

    Early-stage visual processing and cortical amplification deficits in schizophrenia

    Arch Gen Psychiatry

    (2005)
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