Functional connectivity of left Heschl's gyrus in vulnerability to auditory hallucinations in schizophrenia

https://doi.org/10.1016/j.schres.2012.11.037Get rights and content

Abstract

Background

Schizophrenia is a heterogeneous disorder that may consist of multiple etiologies and disease processes. Auditory hallucinations (AH), which are common and often disabling, represent a narrower and more basic dimension of psychosis than schizophrenia. Previous studies suggest that abnormal primary auditory cortex activity is associated with AH pathogenesis. We thus investigated functional connectivity, using a seed in primary auditory cortex, in schizophrenia patients with and without AH and healthy controls, to examine neural circuit abnormalities associated more specifically with AH than the myriad other symptoms that comprise schizophrenia.

Methods

Using resting-state fMRI (rsfMRI), we investigated functional connectivity of the primary auditory cortex, located on Heschl's gyrus, in schizophrenia spectrum patients with AH. Participants were patients with schizophrenia, schizoaffective disorder, or schizophreniform disorder with lifetime AH (n = 27); patients with the same diagnoses but no lifetime AH (n = 14); and healthy controls (n = 28).

Results

Patients with AH vulnerability showed increased left Heschl's gyrus functional connectivity with left frontoparietal regions and decreased functional connectivity with right hippocampal formation and mediodorsal thalamus compared to patients without lifetime AH. Furthermore, among AH patients, left Heschl's gyrus functional connectivity covaried positively with AH severity in left inferior frontal gyrus (Broca's area), left lateral STG, right pre- and postcentral gyri, cingulate cortex, and orbitofrontal cortex. There were no differences between patients with and without lifetime AH in right Heschl's gyrus seeded functional connectivity.

Conclusions

Abnormal interactions between left Heschl's gyrus and regions involved in speech/language, memory, and the monitoring of self-generated events may contribute to AH vulnerability.

Introduction

Schizophrenia (SZ) is a heterogeneous disorder, possibly consisting of several distinct though related disease processes. Here, we focused on the symptom dimension of auditory hallucinations (AH), a narrower and more basic phenotypic unit of analysis than SZ, with the goal to identify neural circuit abnormalities that are associated more specifically with AH than the myriad other symptoms seen in SZ. Though AH can also be phenomenologically heterogeneous, SZ patients with AH likely represent a more homogeneous group than all SZ patients. AH are common in SZ, can be disabling, and increase suicide risk (Falloon and Talbot, 1981). While antipsychotic medications can reduce their severity, AH often persist despite treatment.

Abnormalities of the primary auditory cortex (PAC), located on the superior temporal gyrus (STG), have been implicated in AH pathogenesis. SZ patients with AH have STG volume reductions (McCarley et al., 1999, Allen et al., 2008, Modinos et al., 2012), and the PAC in SZ contains morphologically abnormal pyramidal cells (Sweet et al., 2004, Sweet et al., 2009). Several, though not all, groups have reported increased activity in the dominant hemispheric PAC during AH (Matsuda et al., 1989, Suzuki et al., 1993, Dierks et al., 1999, Lennox et al., 2000, van de Ven et al., 2005). A perceptual basis for AH is supported by evidence that AH-related activity in the left STG competes with the processing of external sound (Woodruff et al., 1997, Ford et al., 2009, Kompus et al., 2011), and is consistent with patients' experience of AH as real.

Neuroimaging studies also implicate other brain regions [e.g., medial temporal lobe (Liddle et al., 1992), anterior cingulate cortex (Lahti et al., 2006), Broca's area (McGuire et al., 1993), thalamus, parahippocampal gyrus, ventral striatum, orbitofrontal cortex (Silbersweig et al., 1995)] during AH, suggesting that AH are associated with abnormal activity in a distributed network that includes multiple cortical and subcortical brain regions. The study of distributed brain abnormalities in AH may offer more broadly applicable insights into the neurobiology of SZ because subtle neurodevelopmental abnormalities (e.g., in neuronal migration, synaptogenesis, pruning) may lead to abnormal connectivity, and ultimately to symptom formation.

Low frequency (< 0.1 Hz) spontaneous fluctuations in activity occur continually in the human brain (Fox and Raichle, 2007). These fluctuations have been observed under anesthesia, suggesting that they reflect intrinsic properties of functional brain organization (Vincent et al., 2007). Several studies have used resting state fMRI (rsfMRI) to study these fluctuations in AH. One study suggested abnormal interhemispheric PAC connectivity (Gavrilescu et al., 2009); three highlighted altered connectivity in speech-related (Vercammen et al., 2010, Wolf et al., 2011) or default mode (Rotarska-Jagiela et al., 2010) networks and their association with limbic regions; and a fifth study reported abnormal connectivity between speech-related areas and the putamen (Hoffman et al., 2011). None explicitly focused on the PAC's connectivity with other brain circuits.

In this study, we investigated the functional connectivity (FC) of Heschl's gyrus (HG) in SZ patients with and without vulnerability to AH and healthy controls, using rsfMRI. This is the first study to examine the PAC's connectivity with distributed brain regions. We used HG as an anatomical proxy for PAC, as the PAC is consistently located in HG across the range of common morphological variants (Da Costa et al., 2011). We hypothesized that patients with lifetime AH, even if not currently hallucinating, will have abnormal FC in a network of HG and cortical and subcortical brain regions processing speech, language, affect, and source attribution.

Section snippets

Participants

Following approval by the McLean Hospital IRB, we studied 69 men and women, ages 18–65 years, in three groups: (i) 27 auditory hallucinators (AH; SZ, schizoaffective, or schizophreniform disorder patients with lifetime AH); (ii) 14 never-auditory hallucinators (NAH; patients with the above diagnoses who have never experienced AH); and (iii) 28 healthy controls (HC; individuals with no psychiatric illness). We administered the Structured Clinical Interview for DSM-IV-TR (SCID) to establish axis I

Participant characteristics

The participant groups were well-matched demographically. AH and NAH patient groups had comparable clinical characteristics (Table 1).

Nearly all AH patients experienced verbal AH (n = 25/27; unable to confirm for two Dataset1 patients). Twelve of the 27 (44.4%) reported running commentary (SCID B17) or voices conversing (SCID B18). Individual PSYRATS-AH items are presented in Table 2. Of participants for whom scanner debriefing data were available, six AH patients (31.6%) reported experiencing AH

Discussion

We investigated the FC of the circuitry underlying AH vulnerability in patients with SZ spectrum disorders. In contrast to AH activity studies which capture brain activity during AH (state), we examined abnormalities in connectivity between brain regions in patients with AH proneness (trait). With rsfMRI using a LHG seed, we found that AH-prone patients have reduced coupling of LHG with MD thalamus and right HIP/PHG but increased coupling of LHG with left SPL and left MFG, compared to patients

Role of funding source

Shervert Frazier Research Institute to BMC. NIMH (K23MH079982 and R01MH094594) to DO. Unrestricted educational grants from the APA Program for Minority Research Training in Psychiatry (PMRTP) (NIH 5T32MH019126-19); Harvard Psychiatry Dupont-Warren Fellowship; and Harvard-MIT Health Sciences and Technology/Beth Israel Deaconess Medical Center (BIDMC) Clinical Investigator Training Program (CITP), in collaboration with Merck & Co. and Pfizer Inc. to AKS.

Contributors

AKS, BMC, and DO designed the study. AKS and DO wrote the protocol. AKS performed the literature searches. AKS and JTB analyzed the data. AKS and DO wrote the first draft of the manuscript. All authors contributed to and approved the final draft of the manuscript.

Conflicts of interest

All four authors report no conflicts of interest relevant to this study. DO is a principal investigator in a research contract with Rules Based Medicine, Inc.

Acknowledgments

We are grateful to the McLean Hospital Brain Imaging Center staff, the patients who participated in this study, and Drs. Randy Buckner, PhD and Dara Manoach, PhD for helpful discussions.

References (69)

  • K. Kompus et al.

    The “paradoxical” engagement of the primary auditory cortex in patients with auditory verbal hallucinations: a meta-analysis of functional neuroimaging studies

    Neuropsychologia

    (2011)
  • B.R. Lennox et al.

    The functional anatomy of auditory hallucinations in schizophrenia

    Psychiatry Res.

    (2000)
  • R.W. McCarley et al.

    MRI anatomy of schizophrenia

    Biol. Psychiatry

    (1999)
  • P.K. McGuire et al.

    Increased blood flow in Broca's area during auditory hallucinations in schizophrenia [see comments]

    Lancet

    (1993)
  • G. Northoff et al.

    How can the brain's resting state activity generate hallucinations? A 'resting state hypothesis' of auditory verbal hallucinations

    Schizophr. Res.

    (2011)
  • D. Ongur et al.

    Default mode network abnormalities in bipolar disorder and schizophrenia

    Psychiatry Res.

    (2010)
  • J. Rademacher et al.

    Probabilistic mapping and volume measurement of human primary auditory cortex

    NeuroImage

    (2001)
  • A. Rotarska-Jagiela et al.

    Resting-state functional network correlates of psychotic symptoms in schizophrenia

    Schizophr. Res.

    (2010)
  • S.M. Smith et al.

    Advances in functional and structural MR image analysis and implementation as FSL

    NeuroImage

    (2004)
  • R.A. Sweet et al.

    Pyramidal cell size reduction in schizophrenia: evidence for involvement of auditory feedforward circuits

    Biol. Psychiatry

    (2004)
  • V.G. van de Ven et al.

    The spatiotemporal pattern of auditory cortical responses during verbal hallucinations

    NeuroImage

    (2005)
  • K.R. Van Dijk et al.

    The influence of head motion on intrinsic functional connectivity MRI

    NeuroImage

    (2012)
  • A. Vercammen et al.

    Auditory hallucinations in schizophrenia are associated with reduced functional connectivity of the temporo-parietal area

    Biol. Psychiatry

    (2010)
  • M.W. Woolrich et al.

    Multilevel linear modelling for FMRI group analysis using Bayesian inference

    NeuroImage

    (2004)
  • P. Allen et al.

    Neural correlates of the misattribution of speech in schizophrenia

    Br. J. Psychiatry

    (2007)
  • C.F. Beckmann et al.

    Investigations into resting-state connectivity using independent component analysis

    Philos. Trans. R. Soc. Lond. B Biol. Sci.

    (2005)
  • C.S. Carter et al.

    Anterior cingulate cortex, error detection, and the online monitoring of performance

    Science

    (1998)
  • D. Cordes et al.

    Frequencies contributing to functional connectivity in the cerebral cortex in “resting-state” data

    AJNR Am. J. Neuroradiol.

    (2001)
  • S. Da Costa et al.

    Human primary auditory cortex follows the shape of Heschl's gyrus

    J. Neurosci.

    (2011)
  • J.S. Damoiseaux et al.

    Consistent resting-state networks across healthy subjects

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

    (2006)
  • K.M. Diederen et al.

    Deactivation of the parahippocampal gyrus preceding auditory hallucinations in schizophrenia

    Am. J. Psychiatry

    (2010)
  • I.R. Falloon et al.

    Persistent auditory hallucinations: coping mechanisms and implications for management

    Psychol. Med.

    (1981)
  • J.M. Ford et al.

    Tuning in to the voices: a multisite FMRI study of auditory hallucinations

    Schizophr. Bull.

    (2009)
  • M.D. Fox et al.

    Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging

    Nat. Rev. Neurosci.

    (2007)
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