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Modulation of induced frontocentral theta (Fm-θ) event-related (de-)synchronisation dynamics following mindfulness-based cognitive therapy in Major Depressive Disorder

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Abstract

Depressive severity has been associated with attenuated neocortical frontal midline theta (Fm-θ) power/evoked activity. Mindfulness-Based Cognitive Therapy (MBCT) has shown to be a successful novel intervention for Major Depressive Disorder (MDD), albeit precise working mechanisms remain elusive. We examined the hypothesis that MBCT would have modulating effects upon evoked Fm-θ power, in addition to investigating possible mediation of induced event-related de/synchronisation (ERD/ERS) dynamics. Fifty one patients with a primary diagnosis of MDD (26 exposed to MBCT vs. 25 wait-list/WL controls) undertook a Go/NoGo task consisting of positive, negative and neutral words, further stratified into abstract versus trait adjective matrices. Depressive symptom severity and rumination were also examined. A pattern of enhanced induced Fm-θ synchronisation during the latter 400–800 ms temporal-window pre-to-post MBCT was observed; the contrary in the WL. Modulated ERD/ERS dynamics correlated to amelioration in depressive and rumination symptoms in the MBCT group. We propose the primary action pathway alluded to a neural disengagement mechanism enacting upon tonic neuronal assemblies implicated in emotional and self-related processing. Due to the complexity and presently undiscovered complete unified scientific understanding of neuro-oscillatory-dynamics, and associated clinical interplays; we hypothesise that the electro-cortical and connected clinical working pathways of MBCT in depression are multi-levelled constituting nonlinear and interdependent mechanisms, represented by mediated EEG synchronisation dynamics.

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Abbreviations

ACC:

Anterior cingulate cortex

Ag/AgCl:

Silver/silver-chloride

CBT:

Cognitive Behavioural Therapy

CD:

Currently depressed

CDS:

Cambridge Depersonalization Scale

CMO:

Commissie Mensgebonden Onderzoek

DMN:

Default-mode network

DSM-IV-TR:

Diagnostic and Statistical Manual of Mental Health Disorders (version IV-TR)

ECT:

Electroconvulsive therapy

EEG:

Electroencephalography/electroencephalographic

EN:

Emotional numbing

ERD/ERS:

Event-related (de-)synchronization

ERD:

Event-related desynchronization

ERP:

Event-related potential

ERS:

Event-related synchronization

FA:

False alarm (i.e. response to NoGo stimuli)

FFMQ:

Five Facet Mindfulness Questionnaire

Fm-θ:

Front midline theta

ICA:

Independent Component Analysis

IDS:

Inventory of Depressive Symptomatology

ISI:

Inter-stimulus-interval

MBCT:

Mindfulness-Based Cognitive Therapy

MDD:

Major Depressive Disorder

MEG:

Magnetoencephalography

mOFC:

Medial orbitofrontal cortex

rACC:

Rostral ACC

PFC:

Prefrontal cortex

RCT:

Randomized controlled trial

RD:

Remitted depressed

Rm-ANOVA:

Repeated measures-Analysis of variance

RRS:

Ruminative Response Scale

SCS:

Self-Compassion Scale

STAI—S/T:

State-trait anxiety inventory (state/trait)

TPN:

Task-positive network

TW:

Time window: E/L = Early [0–400 ms]/Late [400–800 ms]

WL:

Wait-list

dB:

Decibel

Hz:

Hertz

KΩ:

Kilo-ohm

ms:

Millisecond

µV:

Microvolt

References

  • Aftanas LI, Golocheikine SA (2001) Human anterior and frontal midline theta and lower alpha reflect emotionally positive state and internalized attention: high resolution EEG investigation of meditation. Neurosci Lett 310:57–60

    Article  CAS  PubMed  Google Scholar 

  • Aftanas LI, Pavlov SV, Reva NV, Varlamov AA (2003) Trait anxiety impact on the EEG theta band power changes during appraisal of threatening and pleasant visual stimuli. Int J Psychophysiol 50:205–212

    Article  PubMed  Google Scholar 

  • Andersen SB, Moore RA, Venables L, Corr PJ (2009) Electrophysiological correlates of anxious rumination. Int J Psychophysiol 71:156–169

    Article  PubMed  Google Scholar 

  • Arnold JF, Fitzgerald DA, Fernández G, Rijpkema M, Rinck M, Eling PA, Becker ES, Speckens A, Tendolkar I (2011) Rose or black-coloured glasses? Altered neural processing of positive events during memory formation is a trait marker of depression. J Affect Disord 131:214–223

    Article  PubMed  Google Scholar 

  • Baer RA, Smith GT, Lykins E, Button D, Krietemeyer J, Sauer S, Walsh E, Duggan D, Williams MG (2008) Construct validity of the five facet mindfulness questionnaire in meditating and nonmeditating samples. Assessment 15:329–342

    Article  PubMed  Google Scholar 

  • Bastiaansen M, Hagoort P (2003) Event-induced theta responses as a window of the dynamics of memory. Cortex 39:967–992

    Article  PubMed  Google Scholar 

  • Beauregard M, Paquette V (2008) EEG activity in Carmelite nuns during a mystical experience. Neurosci Lett 444:1–4

    Article  CAS  PubMed  Google Scholar 

  • De Raedt R, Baert S, Demeyer I, Goeleven E, Raes A, Visser A, Wysmans M, Jansen E, Schacht R, Van Aalderen JR, Speckens A (2012) Changes in attentional processing of emotional information following mindfulness-based cognitive therapy in people with a history of depression: towards an open attention for all emotional experiences. Cogn Ther Res 36:612–620

    Article  Google Scholar 

  • Deiber MP, Missonnier P, Bertrand O, Gold G, Fazio-Costa L, Ibanez V (2007) Distinction between perceptual and attentional processing in working memory tasks: a study of phase-locked and induced oscillatory brain dynamics. J Cogn Neurosci 19:158–172

    Article  PubMed  Google Scholar 

  • Demeyer I, De Lissnyder E, Koster EHW, De Raedt R (2012) Rumination mediates the relationship between impaired cognitive control for emotional information and depressive symptoms: a prospective study in remitted depressed adults. Behav Res Ther 50:292–297

    Article  PubMed  Google Scholar 

  • Doppelmayr M, Klimesch W, Schwaiger J, Stadler W, Rohm D (2000) The time locked theta response reflects interindividual differences in human memory performance. Neurosci Lett 278:141–144

    Article  CAS  PubMed  Google Scholar 

  • Ekstrom AD, Caplan JB, Ho E, Shattuck K, Fried I, Kahana MJ (2005) Human hippocampal theta activity during virtual navigation. Hippocampus 15:881–889

    Article  PubMed  Google Scholar 

  • Etkin A, Egner T, Kalisch R (2011) Emotional processing in anterior cingulate and medial prefrontal cortex. Trends Cogn Sci 15:85–93

    Article  PubMed Central  PubMed  Google Scholar 

  • Evans S, Ferrando S, Findler M, Stowell C, Smart C, Haglin D (2008) Mindfulness-based cognitive therapy for generalized anxiety disorder. J Anxiety Disord 22:716–721

    Article  PubMed  Google Scholar 

  • Foland-Ross LC, Hamilton PJ, Joorman J, Berman MG, Jonides J, Gotlib IH (2013) The neural basis of difficulties disengaging from negative irrelevant material in Major Depression. Psychol Sci 24:334–344

    Article  PubMed Central  PubMed  Google Scholar 

  • Gallinat J, Kunz D, Senkowski D, Kienast T, Seifert F, Schubert F, Heinz A (2006) Hipocampal glutamine concentration predicts cerebral theta oscillations during cognitive processing. Psychopharmacology 187:103–111

    Article  CAS  PubMed  Google Scholar 

  • Geschwind N, Peeters F, Drukker M, van Os J, Wichers M (2011) Mindfulness training increases momentary positive emotions and reward experience in adults vulnerable to depression: a randomised controlled trial. J Consult Clin Psychol 79:618–628

    Article  PubMed  Google Scholar 

  • Gevins A, Smith ME, McEvoy L, Yu D (1997) High-resolution EEG mapping of cortical activation related to working memory: effects of task difficulty, type of processing, and practise. Cereb Cortex 7:374–385

    Article  CAS  PubMed  Google Scholar 

  • Gold C, Fachner J, Erkkilä J (2013) Validity and reliability of electroencephalographic frontal alpha asymmetry and frontal midline theta as biomarkers for depression. Scand J Psychol 54:118–126

    Article  PubMed  Google Scholar 

  • Graimann B, Pfurthscheller G (2006) Quantification and visualisation of event-related changes in oscillatory brain activity in the time-frequency domain. In: Neuper C, Klimesch W (eds) Event-related dynamics of brain oscillations, vol 159. Elsevier, Amsterdam, pp 79–97

    Chapter  Google Scholar 

  • Guilloux JP, David DJ, Samuels BA, David I, Gardier AM, Guiard BP (2012) Non-response to initial antidepressant therapy. In: Rossi GP (ed) Psychology—selected papers technical. doi:10.5772/37783

  • Hajós M, Hoffmann WE, Robinson DD, Yu JH, Hajós-Korcsok E (2003) Norepinephrine but not serotonin reuptake inhibitors enhance theta and gamma activity of the septo-hippocampal system. Neuropsychopharmacology 28:857–864

    PubMed  Google Scholar 

  • Hamilton JP, Furman DJ, Chang C, Thomason ME, Dennis E, Gotlib IH (2011) Default-mode and task-positive network activity in major depressive disorder: implications for adaptive and maladaptive rumination. Biol Psychiatry 70:327–333

    Article  PubMed Central  PubMed  Google Scholar 

  • Harris KD, Thiele A (2011) Cortical state and attention. Nat Rev 12:509–523

    Article  CAS  Google Scholar 

  • Heikman P, Salmelin R, Mäkelä JP, Hari R, Katila H, Kuoppasalmi K (2001) Relation between frontal 3-7 Hz MEG activity and the efficacy of ECT in Major depression. J ECT 17:136–140

    Article  CAS  PubMed  Google Scholar 

  • Hermans D, De Houwer J (1994) Affective and subjective familiarity ratings of 740 Dutch words. Psychol Belg 34:115–139

    Google Scholar 

  • Hölzel BK, Lazar SW, Gard T, Schuman-Olivier Z, Vago DR, Ott U (2011) How does mindfulness meditation work? Proposing mechanisms of action from a conceptual and neural perspective. Perspect Psychol Sci 6:537–559

    Article  Google Scholar 

  • Howells FM, Ives-Deliperi VL, Horn NR, Stein DJ (2012) Mindfulness based cognitive therapy improves frontal control in bipolar disorder: a pilot EEG study. BMC Psychiatry 12:15

    Article  PubMed Central  PubMed  Google Scholar 

  • Jensen O, Tesche CD (2002) Frontal theta activity in humans increases with memory load in a working memory task. Eur J Neurosci 15:1395–1399

    Article  PubMed  Google Scholar 

  • Kalcher J, Pfurtscheller G (1995) Discrimination between phase-locked and non-phase-locked event-related EEG activity. Electroencephalogr Clin 94:381–384

    Article  CAS  Google Scholar 

  • Kenny M, Williams JMG (2007) Treatment resistant depressed patients show a good response to mindfulness-based cognitive therapy. Behav Res Ther 45:617–625

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Knott V, Mahoney C, Kennedy S, Evans K (2002) EEG correlates of acute and chronic paroxetine treatment in depression. J Affect Disord 69:241–249

    Article  CAS  PubMed  Google Scholar 

  • Korb AS, Hunter AM, Cook IA, Leuchter AF (2009) Rostral anterior cingulate cortex theta current density and response to antidepressants and placebo in major depression. Clin Neurophysiol 120:1313–1319

    Article  PubMed Central  PubMed  Google Scholar 

  • Krystal JH, Sanacora G, Blumberg H, Anand A, Charney DS, Marek G, Epperson CN, Goddard A, Mason GF (2002) Glutamine and GABA systems as targets for novel antidepressant and mood-stabilizing treatments. Mol Psychiatry 7:S71–S80

    Article  CAS  PubMed  Google Scholar 

  • Lehmann D, Faber PL, Achermann P, Jeanmonod D, Gianotti LRR, Pizzagalli D (2001) Brain sources of EEG gamma frequency during volitionally meditation-induced, altered states of consciousness, and experience of the self. Psychiatry Res Neuroimaging 108:111–121

    Article  CAS  Google Scholar 

  • Lin YP, Duann JR, Chen JH, Jung TP (2010) Electroencephalographic dynamics of musical emotion perception revealed by independent spectral components. NeuroReport 21:410–415

    Article  PubMed  Google Scholar 

  • Luu P, Tucker DM, Makeig S (2004) Frontal midline theta and the error-related negativity: neurophysiological mechanisms of action regulation. Clin Neurophysiol 115:1821–1835

    Article  PubMed  Google Scholar 

  • Ma SH, Teasdale JD (2004) Mindfulness-based cognitive therapy for depression: replication and exploration of differential relapse prevention effects. J Consult Clin Psychol 72:31–40

    Article  PubMed  Google Scholar 

  • McEvoy LK, Pellouchoud E, Smith ME, Gevins A (2001) Neurophysiological signals of working memory in normal aging. Brain Res Cogn Brain Res 11:363–376

    Article  CAS  PubMed  Google Scholar 

  • McIntyre RS, O’Donovan C (2004) The human cost of not achieving full remission in depression. Can J Psychiatry 49:10S–16S

    PubMed  Google Scholar 

  • Missonnier P, Deiber MP, Gold G, Millet P, Gex-Fabry Pun M, Fazio-Costa L (2006) Frontal theta event-related synchronization: comparison of directed attention and working memory load effects. J Neural Transm 113:1477–1486

    Article  CAS  PubMed  Google Scholar 

  • Mitchell DJ, McNaughton N, Flanagan D, Kirk IJ (2008) Frontal-midline theta from the perspective of hippocampal “theta”. Prog Neurobiol 86:156–185

    Article  PubMed  Google Scholar 

  • Miyakoshi M, Kanayama N, Iidaka T, Ohira H (2010) EEG evidence of face-specific visual self-representation. Neuroimage 50:1666–1675

    Article  PubMed  Google Scholar 

  • Morey C, Briley M (2011) The importance of norepinephrine in depression. Neuropsychiatr Dis Treat 7:9–13

    Google Scholar 

  • Mu Y, Han S (2010) Neural oscillations involved in self-referential processing. Neuroimage 53:757–768

    Article  PubMed  Google Scholar 

  • Mulert C, Juckel G, Brunnmeier M, Karch S, Leicht G, Mergl R, Möller HJ, Hegerl U, Pogarell O (2007) Prediction of treatment response in major depression: integration of concepts. J Affect Disord 98:215–225

    Article  CAS  PubMed  Google Scholar 

  • Neff KD (2003) Development and validation of a scale to measure self-compassion. Self Ident 2:223–250

    Article  Google Scholar 

  • Nolen-Hoeksema S, Morrow J (1991) A prospective study of depression and posttraumatic stress symptoms after a natural disaster: the 1989 Loma Prieta earthquake. J Pers Soc Psychol 61:115–121

    Article  CAS  PubMed  Google Scholar 

  • Paul IA, Skolnick P (2003) Glutamate and depression: clinical and preclinical studies. Ann NY Acad Sci 1003:250–272

    Article  CAS  PubMed  Google Scholar 

  • Pizzagalli DA (2011) Frontocingulate dysfunction in depression: toward biomarkers of treatment response. Neuropharmacology 36:183–206

    Google Scholar 

  • Pizzagalli D, Pascual-Marqui RD, Nitschke JB, Oakes TR, Larson CL, Abercrombie HC, Schaefer SM, Koger JV, Benca RM, Davidson RJ (2001) Anterior cingulate activity as a predictor of degree of treatment response in major depression: evidence from brain electrical tomography analysis. Am J Psychiatry 158:405–415

    Article  CAS  PubMed  Google Scholar 

  • Pizzagalli DA, Oakes T, Davidson RJ (2003) Coupling of theta activity and glucose metabolism in the human rostral anterior cingulate cortex: an EEG/PET study of normal and depressed subjects. Psychophysiology 40:939–949

    Article  PubMed  Google Scholar 

  • Rush AJ, Gullion CM, Basco MR, Jarrett RB, Trivedi MH (1996) The inventory of depressive symptomatology (IDS): psychometric properties. Psychol Med 26:477–486

    Article  CAS  PubMed  Google Scholar 

  • Sammler D, Grigutsch M, Fritz T, Koelsch S (2007) Music and emotion: electrophysiological correlates of the processing of pleasant and unpleasant music. Psychophysiology 44:293–304

    Article  PubMed  Google Scholar 

  • Schachter DL (1977) EEG theta waves and psychological phenomena: a review and analysis. Biol Psychol 5:47–82

    Article  Google Scholar 

  • Scheeringa R, Bastiaansen MCM, Petersen KM, Oostenveld R, Norris DG, Hagoort P (2008) Frontal theta EEG activity correlates negatively with the default mode network in resting state. Int J Psychophysiol 67:242–251

    Article  PubMed  Google Scholar 

  • Segal ZV, Williams JMG, Teasdale JD (2012) Mindfulness-based cognitive therapy for depression, 2nd edn. The Guildford Press, New York

    Google Scholar 

  • Sierra M, Berrios G (2000) The Cambridge depersonalisation scale: a new instrument for the measurement of depersonalisation. Psychiatry Res 93:153–164

    Article  CAS  PubMed  Google Scholar 

  • Spielberger CD, Gorsuch RL, Lushene R, Vagg PR, Jacobs GA (1983) Manual for the state-trait anxiety inventory. Consulting Psychologists Press, Palo Alto, CA

    Google Scholar 

  • Teasdale JD, Segal ZW, Williams JMG, Ridgeway VA, Souslby JM, Lau MA (2000) Prevention of relapse/recurrence in major depression by mindfulness-based cognitive therapy. J Consult Clin Psychol 68:615–623

    Article  CAS  PubMed  Google Scholar 

  • Travis F, Shear J (2010) Focused attention, open monitoring and automatic self-transcending: categories to organize meditations from Vedic, Buddhist and Chinese traditions. Conscious Cogn 19:1110–1118

    Article  PubMed  Google Scholar 

  • Trujillo LT, Allen JJ (2007) Theta EEG dynamics of the error-related negativity. Clin Neurophysiol 118:645–668

    Article  PubMed  Google Scholar 

  • van Aalderen JR, Donders ART, Giommi F, Spinhoven P, Barendregt HP, Speckens AEM (2012) The efficacy of mindfulness-based cognitive therapy in recurrent depressed patients with and without a current depressive episode: a randomized controlled trial. Psychol Med 42:989–1001

    Article  PubMed  Google Scholar 

  • Vinogradova OS (1995) Expression, control, and probable functional significance of the neuronal theta-rhythm. Prog Neurobiol 45:523–583

    Article  CAS  PubMed  Google Scholar 

  • Walsh E, Kühn S, Brass M, Wenke D, Haggard P (2010) EEG activations during intentional inhibition of voluntary action: an electrophysiological correlate of self-control? Neuropsychologia 48:619–626

    Article  CAS  PubMed  Google Scholar 

  • Williams JMG, Duggan DS, Crane C, Fennell MJV (2006) Mindfulness-based cognitive therapy for prevention of recurrence of suicidal behaviour. J Clin Psychol 62:201–210

    Article  PubMed  Google Scholar 

  • Williams JMG, Alatiq Y, Crane C, Barnhofer T, Fennell MJV, Duggan DS, Hepburn S, Goodwin GM (2008) Mindfulness-based cognitive therapy (MBCT) in bipolar disorder: preliminary evaluation of immediate effects on between-episode functioning. J Affect Disord 107:275–279

    Article  CAS  PubMed Central  PubMed  Google Scholar 

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Acknowledgments

This work was supported by the BrainGain SmartMix Programme for the Netherlands Ministry of Economic Affairs and Netherlands Ministry of Education, Culture and Science, funded by the Organisation for Scientific Research (NWO); and the Netherlands Institute for Advanced Study in the Humanities and Social Sciences. Much appreciation and gratitude to all those who participated in the experiments. We thank Addy de Graaf for assistance with research co-ordination; Magdalena Kowalczuk and Katrin Scheibe for help with data collection; Sietske Heusinveld, Joyce Besselink, Danique Smeijers, Irma Veliscek-van Maren, and the Radboud University Medical Centre for Mindfulness team for their generous assistance with patient recruitment.

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Correspondence to Poppy L. A. Schoenberg.

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Schoenberg, P.L.A., Speckens, A.E.M. Modulation of induced frontocentral theta (Fm-θ) event-related (de-)synchronisation dynamics following mindfulness-based cognitive therapy in Major Depressive Disorder. Cogn Neurodyn 8, 373–388 (2014). https://doi.org/10.1007/s11571-014-9294-0

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  • DOI: https://doi.org/10.1007/s11571-014-9294-0

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