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Original Investigations

The decoupling of structural and functional connectivity of auditory networks in individuals at clinical high-risk for psychosis

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Pages 387-399 | Received 20 Apr 2022, Accepted 10 Aug 2022, Published online: 09 Sep 2022

References

  • Addington J, Cornblatt BA, Cadenhead KS, Cannon TD, McGlashan TH, Perkins DO, Seidman LJ, Tsuang MT, Walker EF, Woods SW, et al. 2011. At clinical high risk for psychosis: outcome for nonconverters. Am J Psychiatry. 168(8):800–805. eng.
  • Addington J, Liu L, Buchy L, Cadenhead KS, Cannon TD, Cornblatt BA, Perkins DO, Seidman LJ, Tsuang MT, Walker EF, et al. 2015. North American Prodrome Longitudinal Study (NAPLS 2): the prodromal symptoms. J Nerv Ment Dis. 203(5):328–335. eng.
  • Assaf Y, Pasternak O. 2008. Diffusion Tensor Imaging (DTI)-based white matter mapping in brain research: a review. J Mol Neurosci. 34(1):51–61.
  • Billah T, Bouix S, Rathi Y. 2019. Various MRI conversion tools. https://githubcom/pnlbwh/conversion.
  • Bloemen OJN, de Koning MB, Schmitz N, Nieman DH, Becker HE, de Haan L, Dingemans P, Linszen DH, van Amelsvoort TAMJ. 2010. White-matter markers for psychosis in a prospective ultra-high-risk cohort. Psychol Med. 40(8):1297–1304.
  • Boos HBM, Mandl RCW, van Haren NEM, Cahn W, van Baal GCM, Kahn RS, Hulshoff Pol HE. 2013. Tract-based diffusion tensor imaging in patients with schizophrenia and their non-psychotic siblings. Eur Neuropsychopharmacol. 23(4):295–304.
  • Carletti F, Woolley JB, Bhattacharyya S, Perez-Iglesias R, Fusar Poli P, Valmaggia L, Broome MR, Bramon E, Johns L, Giampietro V, et al. 2012. Alterations in white matter evident before the onset of psychosis. Schizophr Bull. 38(6):1170–1179. eng.
  • Catani M, Thiebaut de Schotten M. 2008. A diffusion tensor imaging tractography atlas for virtual in vivo dissections. Cortex. 44(8):1105–1132.
  • Cetin-Karayumak S, Di Biase MA, Chunga N, Reid B, Somes N, Lyall AE, Kelly S, Solgun B, Pasternak O, Vangel M, et al. 2020. White matter abnormalities across the lifespan of schizophrenia: a harmonized multi-site diffusion MRI study. Mol Psychiatry. 25(12):3208–3219.
  • Clayson PE, Miller GA. 2017. Psychometric considerations in the measurement of event-related brain potentials: guidelines for measurement and reporting. Int J Psychophysiol. 111:57–67.
  • Ćurčić-Blake B, Ford JM, Hubl D, Orlov ND, Sommer IE, Waters F, Allen P, Jardri R, Woodruff PW, David O, et al. 2017. Interaction of language, auditory and memory brain networks in auditory verbal hallucinations. Prog Neurobiol. 148:1–20. eng.
  • Ćurčić-Blake B, Nanetti L, van der Meer L, Cerliani L, Renken R, Pijnenborg GHM, Aleman A. 2015. Not on speaking terms: hallucinations and structural network disconnectivity in schizophrenia. Brain Struct Funct. 220(1):407–418.
  • Curic S, Leicht G, Thiebes S, Andreou C, Polomac N, Eichler IC, Eichler L, Zöllner C, Gallinat J, Steinmann S, et al. 2019. Reduced auditory evoked gamma-band response and schizophrenia-like clinical symptoms under subanesthetic ketamine. Neuropsychopharmacology. 44(7):1239–1246. eng.
  • Del Re EC, Bouix S, Fitzsimmons J, Blokland GAM, Mesholam-Gately RI, Wojcik J, Kikinis Z, Kubicki M, Petryshen TL, Pasternak O, et al. 2019. Diffusion abnormalities in the corpus callosum in first episode schizophrenia: associated with enlarged lateral ventricles and symptomatology. Psychiatry Res. 277:45–51.
  • Di Biase MA, Cetin-Karayumak S, Lyall AE, Zalesky A, Cho KIK, Zhang F, Kubicki M, Rathi Y, Lyons MG, Bouix S, et al. 2021. White matter changes in psychosis risk relate to development and are not impacted by the transition to psychosis. Mol Psychiatry. 26(11):6833–6844. eng.
  • Di Biase MA, Cropley VL, Cocchi L, Fornito A, Calamante F, Ganella EP, Pantelis C, Zalesky A. 2019. Linking cortical and connectional pathology in schizophrenia. Schizophr Bull. 45(4):911–923.
  • Domen PAE, Michielse S, Gronenschild E, Habets P, Roebroeck A, Schruers K, van Os J, Marcelis M. 2013. Microstructural white matter alterations in psychotic disorder: a family-based diffusion tensor imaging study. Schizophr Res. 146(1-3):291–300.
  • Edgar JC, Chen Y-H, Lanza M, Howell B, Chow VY, Heiken K, Liu S, Wootton C, Hunter MA, Huang M, et al. 2014. Cortical thickness as a contributor to abnormal oscillations in schizophrenia? Neuroimage Clin. 4:122–129. eng.
  • Engel AK, Fries P, Singer W. 2001. Dynamic predictions: oscillations and synchrony in top–down processing. Nat Rev Neurosci. 2(10):704–716.
  • Fedorov A, Beichel R, Kalpathy-Cramer J, Finet J, Fillion-Robin J-C, Pujol S, Bauer C, Jennings D, Fennessy F, Sonka M, et al. 2012. 3D Slicer as an image computing platform for the Quantitative Imaging Network. Magn Reson Imaging. 30(9):1323–1341. eng.
  • Fries P. 2005. A mechanism for cognitive dynamics: neuronal communication through neuronal coherence. Trends Cogn Sci. 9(10):474–480.
  • Fusar-Poli P, McGorry PD, Kane JM. 2017. Improving outcomes of first-episode psychosis: an overview. World Psychiatry. 16(3):251–265. eng.
  • Gong S, Zhang F, Norton I, Essayed WI, Unadkat P, Rigolo L, Pasternak O, Rathi Y, Hou L, Golby AJ, et al. 2018. Free water modeling of peritumoral edema using multi-fiber tractography: application to tracking the arcuate fasciculus for neurosurgical planning. PLoS One. 13(5):e0197056. eng.
  • Haaf M, Curic S, Steinmann S, Rauh J, Leicht G, Mulert C. 2022. Glycine attenuates impairments of stimulus-evoked gamma oscillations in the ketamine model of schizophrenia. Neuroimage. 251:119004. eng.
  • Helfrich RF, Knepper H, Nolte G, Sengelmann M, König P, Schneider TR, Engel AK. 2016. Spectral fingerprints of large-scale cortical dynamics during ambiguous motion perception. Hum Brain Mapp. 37(11):4099–4111.
  • Holleran L, Ahmed M, Anderson-Schmidt H, McFarland J, Emsell L, Leemans A, Scanlon C, Dockery P, McCarthy P, Barker GJ, et al. 2014. Altered interhemispheric and temporal lobe white matter microstructural organization in severe chronic schizophrenia. Neuropsychopharmacology. 39(4):944–954. eng.
  • Hoptman MJ, Nierenberg J, Bertisch HC, Catalano D, Ardekani BA, Branch CA, DeLisi LE. 2008. A DTI study of white matter microstructure in individuals at high genetic risk for schizophrenia. Schizophr Res. 106(2–3):115–124.
  • Jenkinson M, Bannister P, Brady M, Smith S. 2002. Improved optimization for the robust and accurate linear registration and motion correction of brain images. Neuroimage. 17(2):825–841.
  • Jones DK, Knösche TR, Turner R. 2013. White matter integrity, fiber count, and other fallacies: the do’s and don’ts of diffusion MRI. Neuroimage. 73:239–254.
  • Karlsgodt KH, Niendam TA, Bearden CE, Cannon TD. 2009. White matter integrity and prediction of social and role functioning in subjects at ultra-high risk for psychosis. Biol Psychiatry. 66(6):562–569. eng.
  • Kay SR, Fiszbein A, Opler LA. 1987. The Positive and Negative Syndrome Scale (PANSS) for schizophrenia. Schizophr Bull. 13(2):261–276.
  • Keshavan MS, Shrivastava A, Gangadhar BN. 2010. Early intervention in psychotic disorders: challenges and relevance in the Indian context. Indian J Psychiatry. 52(Suppl 1):S153–S158. eng.
  • Kim S, Jang S-K, Kim D-W, Shim M, Kim Y-W, Im C-H, Lee S-H. 2019. Cortical volume and 40-Hz auditory-steady-state responses in patients with schizophrenia and healthy controls. Neuroimage Clin. 22:101732.
  • Kim SN, Park JS, Jang JH, Jung WH, Shim G, Park HY, Hwang JY, Choi C-H, Kang D-H, Lee J-M, et al. 2012. Increased white matter integrity in the corpus callosum in subjects with high genetic loading for schizophrenia. Prog Neuropsychopharmacol Biol Psychiatry. 37(1):50–55.
  • Knöchel C, O’Dwyer L, Alves G, Reinke B, Magerkurth J, Rotarska-Jagiela A, Prvulovic D, Hampel H, Linden DEJ, Oertel-Knöchel V. 2012. Association between white matter fiber integrity and subclinical psychotic symptoms in schizophrenia patients and unaffected relatives. Schizophr Res. 140(1-3):129–135.
  • Kochunov P, Glahn DC, Rowland LM, Olvera RL, Winkler A, Yang Y-H, Sampath H, Carpenter WT, Duggirala R, Curran J, et al. 2013. Testing the hypothesis of accelerated cerebral white matter aging in schizophrenia and major depression. Biol Psychiatry. 73(5):482–491. eng.
  • Kochunov P, Hong LE. 2014. Neurodevelopmental and neurodegenerative models of schizophrenia: white matter at the center stage. Schizophr Bull. 40(4):721–728.
  • Leicht G, Andreou C, Polomac N, Lanig C, Schöttle D, Lambert M, Mulert C. 2015. Reduced auditory evoked gamma band response and cognitive processing deficits in first episode schizophrenia. World J Biol Psychiatry. 16(6):387–397.
  • Leicht G, Björklund J, Vauth S, Mußmann M, Haaf M, Steinmann S, Rauh J, Mulert C. 2021. Gamma-band synchronisation in a frontotemporal auditory information processing network. Neuroimage. 239:118307. eng.
  • Leicht G, Karch S, Karamatskos E, Giegling I, Möller H-J, Hegerl U, Pogarell O, Rujescu D, Mulert C. 2011. Alterations of the early auditory evoked gamma-band response in first-degree relatives of patients with schizophrenia: hints to a new intermediate phenotype. J Psychiatr Res. 45(5):699–705. eng.
  • Leicht G, Kirsch V, Giegling I, Karch S, Hantschk I, Möller H-J, Pogarell O, Hegerl U, Rujescu D, Mulert C. 2010. Reduced early auditory evoked gamma-band response in patients with schizophrenia. Biol Psychiatry. 67(3):224–231. eng.
  • Leicht VS, Polomac N, Andreou C, Rauh J, Mußmann M, Karow A, Mulert C. 2016. EEG-informed fMRI reveals a disturbed gamma-band-specific network in subjects at high risk for psychosis. Schizophr Bull. 42(1):239–249. eng.
  • Lepock JR, Ahmed S, Mizrahi R, Gerritsen CJ, Maheandiran M, Drvaric L, Bagby RM, Korostil M, Light GA, Kiang M. 2020. Relationships between cognitive event-related brain potential measures in patients at clinical high risk for psychosis. Schizophr Res. 226:84–94.
  • Lienhard S, Malcolm JG, Westin C-F, Rathi Y. 2011. A full bi-tensor neural tractography algorithm using the unscented Kalman filter. EURASIP J Adv Signal Process. 2011:77. eng.
  • Malcolm JG, Shenton ME, Rathi Y. 2009. Neural tractography using an unscented Kalman filter. Inf Process Med Imaging. 21:126–138. eng.
  • Mamah D, Ji A, Rutlin J, Shimony JS. 2019. White matter integrity in schizophrenia and bipolar disorder: tract- and voxel-based analyses of diffusion data from the Connectom scanner. Neuroimage Clin. 21:101649–101649. eng.
  • Meier J, Nolte G, Schneider TR, Engel AK, Leicht G, Mulert C. 2019. Intrinsic 40Hz-phase asymmetries predict tACS effects during conscious auditory perception. PLoS One. 14(4):e0213996.
  • Miller TJ, McGlashan TH, Rosen JL, Cadenhead K, Cannon T, Ventura J, McFarlane W, Perkins DO, Pearlson GD, Woods SW. 2003. Prodromal assessment with the structured interview for prodromal syndromes and the scale of prodromal symptoms: predictive validity, interrater reliability, and training to reliability. Schizophr Bull. 29(4):703–715.
  • Mori S, Zhang J. 2006. Principles of diffusion tensor imaging and its applications to basic neuroscience research. Neuron. 51(5):527–539.
  • Mueser KT, McGurk SR. 2004. Schizophrenia. Lancet. 363(9426):2063–2072.
  • Mulert C, Kirsch V, Whitford TJ, Alvarado J, Pelavin P, McCarley RW, Kubicki M, Salisbury DF, Shenton ME. 2012. Hearing voices: a role of interhemispheric auditory connectivity? World J Biol Psychiatry. 13(2):153–158. eng.
  • Mulert C, Gallinat J, Pascual-Marqui R, Dorn H, Frick K, Schlattmann P, Mientus S, Herrmann WM, Winterer G. 2001. Reduced event-related current density in the anterior cingulate cortex in schizophrenia. Neuroimage. 13(4):589–600.
  • Mulert C, Leicht G, Hepp P, Kirsch V, Karch S, Pogarell O, Reiser M, Hegerl U, Jäger L, Moller HJ, et al. 2010. Single-trial coupling of the gamma-band response and the corresponding BOLD signal. Neuroimage. 49(3):2238–2247.
  • Mulert C, Leicht G, Pogarell O, Mergl R, Karch S, Juckel G, Möller H-J, Hegerl U. 2007. Auditory cortex and anterior cingulate cortex sources of the early evoked gamma-band response: relationship to task difficulty and mental effort. Neuropsychologia. 45(10):2294–2306.
  • Nägele FL, Pasternak O, Bitzan LV, Mußmann M, Rauh J, Kubicki M, Leicht G, Shenton ME, Lyall AE, Mulert C. 2021. Cellular and extracellular white matter alterations indicate conversion to psychosis among individuals at clinical high-risk for psychosis. World J Biol Psychiatry. 22(3):214–227.
  • Nolte G, Bai O, Wheaton L, Mari Z, Vorbach S, Hallett M. 2004. Identifying true brain interaction from EEG data using the imaginary part of coherency. Clin Neurophysiol. 115(10):2292–2307.
  • O’Donnell LJ, Suter Y, Rigolo L, Kahali P, Zhang F, Norton I, Albi A, Olubiyi O, Meola A, Essayed WI, et al. 2017. Automated white matter fiber tract identification in patients with brain tumors. Neuroimage Clin. 13:138–153.
  • Owen MJ, Sawa A, Mortensen PB. 2016. Schizophrenia. Lancet. 388(10039):86–97.
  • Pascual-Marqui RD, Lehmann D, Koukkou M, Kochi K, Anderer P, Saletu B, Tanaka H, Hirata K, John ER, Prichep L, et al. 2011. Assessing interactions in the brain with exact low-resolution electromagnetic tomography. Philos Trans A Math Phys Eng Sci. 369(1952):3768–3784.
  • Pascual-Marqui RD. 2007a. Discrete, 3D distributed, linear imaging methods of electric neuronal activity. Part 1: exact, zero error localization. arXiv:07103341 [math-ph] http://arxivorg/pdf/07103341.
  • Pascual-Marqui RD. 2007b. Instantaneous and lagged measurements of linear and nonlinear dependence between groups of multivariate time series: frequency decomposition. arXiv:07111455 [statME] http://arxivorg/abs/07111455.
  • Pasternak O, Sochen N, Gur Y, Intrator N, Assaf Y. 2009. Free water elimination and mapping from diffusion MRI. Magn Reson Med. 62(3):717–730.
  • Perez VB, Roach BJ, Woods SW, Srihari VH, McGlashan TH, Ford JM, Mathalon DH. 2013. Early auditory gamma-band responses in patients at clinical high risk for schizophrenia. Suppl Clin Neurophysiol. 62:147–162. eng.
  • Peters BD, de Haan L, Dekker N, Blaas J, Becker HE, Dingemans PM, Akkerman EM, Majoie CB, van Amelsvoort T, den Heeten GJ, et al. 2008. White matter fibertracking in first-episode schizophrenia, schizoaffective patients and subjects at ultra-high risk of psychosis. Neuropsychobiology. 58(1):19–28.
  • Peters BD, Dingemans PM, Dekker N, Blaas J, Akkerman E, van Amelsvoort TA, Majoie CB, den Heeten GJ, Linszen DH, de Haan L. 2010. White matter connectivity and psychosis in ultra-high-risk subjects: a diffusion tensor fiber tracking study. Psychiatry Res Neuroimaging. 181(1):44–50.
  • Pierpaoli C, Basser PJ. 1996. Toward a quantitative assessment of diffusion anisotropy. Magn Reson Med. 36(6):893–906. eng.
  • Polomac N, Leicht G, Nolte G, Andreou C, Schneider TR, Steinmann S, Engel AK, Mulert C. 2015. Generators and connectivity of the early auditory evoked gamma band response. Brain Topogr. 28(6):865–878.
  • Ramyead A, Kometer M, Studerus E, Koranyi S, Ittig S, Gschwandtner U, Fuhr P, Riecher-Rössler A. 2015. Aberrant current source-density and lagged phase synchronization of neural oscillations as markers for emerging psychosis. Schizophr Bull. 41(4):919–929.
  • Reilly TJ, Nottage JF, Studerus E, Rutigliano G, Micheli AID, Fusar-Poli P, McGuire P. 2018. Gamma band oscillations in the early phase of psychosis: a systematic review. Neurosci Biobehav Rev. 90:381–399.
  • Reniers RLEP, Lin A, Yung AR, Koutsouleris N, Nelson B, Cropley VL, Velakoulis D, McGorry PD, Pantelis C, Wood SJ. 2016. Neuroanatomical predictors of functional outcome in individuals at ultra-high risk for psychosis. Schizophr Bull. 43(2):449–458.
  • Saito J, Hori M, Nemoto T, Katagiri N, Shimoji K, Ito S, Tsujino N, Yamaguchi T, Shiraga N, Aoki S, et al. 2017. Longitudinal study examining abnormal white matter integrity using a tract-specific analysis in individuals with a high risk for psychosis. Psychiatry Clin Neurosci. 71(8):530–541.
  • Schmidt A, Lenz C, Smieskova R, Harrisberger F, Walter A, Riecher-Rössler A, Simon A, Lang UE, McGuire P, Fusar-Poli P, et al. 2015. Brain diffusion changes in emerging psychosis and the impact of state-dependent psychopathology. Neurosignals. 23(1):71–83. eng.
  • Sheehan DV, Lecrubier Y, Sheehan KH, Amorim P, Janavs J, Weiller E, Hergueta T, Baker R, Dunbar GC. 1998. The Mini-International Neuropsychiatric Interview (M.I.N.I): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. J Clin Psychiatry. 59:22–33.
  • Stam CJ, Nolte G, Daffertshofer A. 2007. Phase lag index: assessment of functional connectivity from multi channel EEG and MEG with diminished bias from common sources. Hum Brain Mapp. 28(11):1178–1193.
  • Steinmann S, Leicht G, Ertl M, Andreou C, Polomac N, Westerhausen R, Friederici AD, Mulert C. 2014. Conscious auditory perception related to long-range synchrony of gamma oscillations. Neuroimage. 100:435–443. eng.
  • Steinmann S, Lyall AE, Langhein M, Nägele FL, Rauh J, Cetin-Karayumak S, Zhang F, Mussmann M, Billah T, Makris N, et al. 2021. Sex-related differences in white matter asymmetry and its implications for verbal working memory in psychosis high-risk state. Front Psychiatry. 12(686967):686967. eng.
  • Tada M, Nagai T, Kirihara K, Koike S, Suga M, Araki T, Kobayashi T, Kasai K. 2016. Differential alterations of auditory gamma oscillatory responses between pre-onset high-risk individuals and first-episode schizophrenia. Cereb Cortex. 26(3):1027–1035.
  • Tang Y, Pasternak O, Kubicki M, Rathi Y, Zhang T, Wang J, Li H, Woodberry KA, Xu L, Qian Z, et al. 2019. Altered cellular white matter but not extracellular free water on diffusion MRI in individuals at clinical high risk for psychosis. Am J Psychiatry. 176(10):820–828.
  • Tiitinen HT, Sinkkonen J, Reinikainen K, Alho K, Lavikainen J, Näätänen R. 1993. Selective attention enhances the auditory 40-Hz transient response in humans. Nature. 364(6432):59–60.
  • van den Heuvel MP, Fornito A. 2014. Brain networks in schizophrenia. Neuropsychol Rev. 24(1):32–48.
  • van den Heuvel MP, Sporns O, Collin G, Scheewe T, Mandl RCW, Cahn W, Goñi J, Hulshoff Pol HE, Kahn RS. 2013. Abnormal rich club organization and functional brain dynamics in schizophrenia. JAMA Psychiatry. 70(8):783–792.
  • von Hohenberg CC, Pasternak O, Kubicki M, Ballinger T, Vu M-A, Swisher T, Green K, Giwerc M, Dahlben B, Goldstein JM, et al. 2014. White matter microstructure in individuals at clinical high risk of psychosis: a whole-brain diffusion tensor imaging study. Schizophr Bull. 40(4):895–903. eng.
  • Wang C, Ji F, Hong Z, Poh JS, Krishnan R, Lee J, Rekhi G, Keefe RSE, Adcock RA, Wood SJ, et al. 2016. Disrupted salience network functional connectivity and white-matter microstructure in persons at risk for psychosis: findings from the LYRIKS study. Psychol Med. 46(13):2771–2783. eng.
  • Wigand M, Kubicki M, Clemm von Hohenberg C, Leicht G, Karch S, Eckbo R, Pelavin PE, Hawley K, Rujescu D, Bouix S, et al. 2015. Auditory verbal hallucinations and the interhemispheric auditory pathway in chronic schizophrenia. World J Biol Psychiatry. 16(1):31–44. eng.
  • Wölwer W, Baumann A, Bechdolf A, Buchkremer G, Häfner H, Janssen B, Klosterkötter J, Maier W, Möller H-J, Ruhrmann S, et al. 2006. The German Research Network on Schizophrenia–impact on the management of schizophrenia. Dialogues Clin Neurosci. 8(1):115–121. eng.
  • Wu C-H, Hwang T-J, Chen Y-J, Hsu Y-C, Lo Y-C, Liu C-M, Hwu H-G, Liu C-C, Hsieh MH, Chien YL, et al. 2015. Altered integrity of the right arcuate fasciculus as a trait marker of schizophrenia: a sibling study using tractography-based analysis of the whole brain. Hum Brain Mapp. 36(3):1065–1076.
  • Zekelman LR, Zhang F, Makris N, He J, Chen Y, Xue T, Liera D, Drane DL, Rathi Y, Golby AJ, et al. 2022. White matter association tracts underlying language and theory of mind: an investigation of 809 brains from the Human Connectome Project. Neuroimage. 246:118739.
  • Zhang F, Savadjiev P, Cai W, Song Y, Rathi Y, Tunç B, Parker D, Kapur T, Schultz RT, Makris N, et al. 2018. Whole brain white matter connectivity analysis using machine learning: an application to autism. Neuroimage. 172:826–837.
  • Zhang F, Wu Y, Norton I, Rigolo L, Rathi Y, Makris N, O’Donnell LJ. 2018. An anatomically curated fiber clustering white matter atlas for consistent white matter tract parcellation across the lifespan. Neuroimage. 179:429–447.
  • Zhuo C, Liu M, Wang L, Tian H, Tang J. 2016. Diffusion tensor MR imaging evaluation of callosal abnormalities in schizophrenia: a meta-analysis. PLoS One. 11(8):e0161406. eng.