TY - JOUR
T1 - Phase-Amplitude Coupling of the Electroencephalogram in the Auditory Cortex in Schizophrenia
AU - Hirano, Shogo
AU - Nakhnikian, Alexander
AU - Hirano, Yoji
AU - Oribe, Naoya
AU - Kanba, Shigenobu
AU - Onitsuka, Toshiaki
AU - Levin, Margaret
AU - Spencer, Kevin M.
N1 - Funding Information:
This work was supported by VA Merit Grant No. CX000154 (to KMS) from the U.S. Department of Veterans Affairs; Grant Nos. R01MH080187 (to KMS), R01MH093450 (to ML, KMS), and T32 MH016259 from the National Institutes of Health; a NARSAD Independent Investigator Award from the Brain and Behavior Research Foundation (to KMS); Strategic Young Researcher Overseas Visits Program for Accelerating Brain Circulation Grant No. S2208 (to SK, TO); Grant-in-Aid for Young Scientists B Grant No. 22791129 from the Japan Society for the Promotion of Science (to YH); and grants from the SENSHIN Medical Research Foundation (to SH, YH) and the Takeda Science Foundation (to SH).
PY - 2018/1
Y1 - 2018/1
N2 - Background Cross-frequency interactions may coordinate neural circuits operating at different frequencies. While neural oscillations associated with particular circuits in schizophrenia (SZ) are impaired, few studies have examined cross-frequency interactions. Here we examined phase-amplitude coupling (PAC) in the electroencephalograms of individuals with SZ and healthy control subjects (HCs). We computed PAC during the baseline period of 40-Hz auditory steady-state stimulation and rest. We hypothesized that subjects with SZ would show abnormal theta/gamma coupling during stimulation, especially in the left auditory cortex, and coupling with high frequencies would be higher during stimulation than during rest. Methods We reanalyzed data from 18 subjects with SZ and 18 HCs. Auditory cortex electroencephalogram activity was estimated using dipole source localization. PAC was computed using the debiased PAC measure, calculated with the generalized Morse wavelet transform. PAC clusters were identified using cluster-corrected permutation testing and interrogated in analyses of variance with correction for multiple tests. Results Overall, coupling of high beta and gamma amplitude was higher during the auditory steady-state response, while alpha/beta PAC was higher during rest. Theta/alpha PAC was higher in subjects with SZ than in HCs. Theta/gamma PAC was lateralized to the left hemisphere in HCs but was not lateralized in subjects with SZ. Conclusions PAC involving high frequencies was state dependent and not abnormal in SZ. Increased theta/alpha PAC in subjects with SZ was consistent with other evidence of increased low-frequency activity. Hemispheric lateralization of theta/gamma PAC was reduced in subjects with SZ, consistent with evidence for left hemisphere auditory cortex abnormalities in subjects with SZ. PAC may reveal new insights into neural circuitry abnormalities in SZ and other neuropsychiatric disorders.
AB - Background Cross-frequency interactions may coordinate neural circuits operating at different frequencies. While neural oscillations associated with particular circuits in schizophrenia (SZ) are impaired, few studies have examined cross-frequency interactions. Here we examined phase-amplitude coupling (PAC) in the electroencephalograms of individuals with SZ and healthy control subjects (HCs). We computed PAC during the baseline period of 40-Hz auditory steady-state stimulation and rest. We hypothesized that subjects with SZ would show abnormal theta/gamma coupling during stimulation, especially in the left auditory cortex, and coupling with high frequencies would be higher during stimulation than during rest. Methods We reanalyzed data from 18 subjects with SZ and 18 HCs. Auditory cortex electroencephalogram activity was estimated using dipole source localization. PAC was computed using the debiased PAC measure, calculated with the generalized Morse wavelet transform. PAC clusters were identified using cluster-corrected permutation testing and interrogated in analyses of variance with correction for multiple tests. Results Overall, coupling of high beta and gamma amplitude was higher during the auditory steady-state response, while alpha/beta PAC was higher during rest. Theta/alpha PAC was higher in subjects with SZ than in HCs. Theta/gamma PAC was lateralized to the left hemisphere in HCs but was not lateralized in subjects with SZ. Conclusions PAC involving high frequencies was state dependent and not abnormal in SZ. Increased theta/alpha PAC in subjects with SZ was consistent with other evidence of increased low-frequency activity. Hemispheric lateralization of theta/gamma PAC was reduced in subjects with SZ, consistent with evidence for left hemisphere auditory cortex abnormalities in subjects with SZ. PAC may reveal new insights into neural circuitry abnormalities in SZ and other neuropsychiatric disorders.
UR - http://www.scopus.com/inward/record.url?scp=85032386484&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85032386484&partnerID=8YFLogxK
U2 - 10.1016/j.bpsc.2017.09.001
DO - 10.1016/j.bpsc.2017.09.001
M3 - Article
C2 - 29397081
AN - SCOPUS:85032386484
SN - 2451-9022
VL - 3
SP - 69
EP - 76
JO - Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
JF - Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
IS - 1
ER -