A Possible Common Neurophysiologic Basis for MDD, Bipolar Disorder, and Schizophrenia: Lessons from Electrophysiology

Goded Shahaf, Goded Shahaf

Abstract

There is ample electrophysiological evidence of attention dysfunction in the EEG/ERP signal of major depressive disorder (MDD), bipolar disorder, and schizophrenia. The reduced attention-related ERP waves show much similarity between MDD, bipolar disorder, and schizophrenia, raising the question whether there are similarities in the neurophysiologic process that underlies attention dysfunction in these pathologies. The present work suggests that there is such a unified underlying neurophysiologic process, which results in reduced attention in the three pathologies. Naturally, as these pathologies involve different clinical manifestations, we expect differences in their underlying neurophysiology. These differences and their subtle manifestation in the ERP marker for attention are also discussed. MDD, bipolar disorder, and schizophrenia are just three of multiple neuropsychiatric disorders, which involve changes in the EEG/ERP manifestations of attention. Further work should expand the basic model presented here to offer comprehensive modeling of these multiple disorders and to emphasize similarities and dissimilarities of the underlying neurophysiologic processes.

Keywords: EEG; ERP; MDD; bipolar disorder; drive reduction; schizophrenia.

Figures

Figure 1
Figure 1
Results of simulation of the prefrontal cortex activation in the control (A) and MDD (B) conditions. Note the greater activation of VMPFC, which results from an increase of ~33% in the strength of input from the amygdala, without any other change. The increased activation results in reduced DLPFC activation. (C) If the increased activation of the VMPFC continues for a sufficiently long duration, it enters periods of inactivation. In these periods, lateral prefrontal cortex activation is increased. (D) Further increase of ~33% (beyond that in Figures 1 and 2) in the association strength of the input to the VMPFC from the amygdala reduces its periodic inactivation (and the periodic activation of the lateral prefrontal cortex).
Figure 2
Figure 2
(A) Percentage of activation of perception representations by stimuli normalized to the control condition. (B) Percentage in which a given stimulus evoked representations of other (wrong) stimuli in the simulated secondary perception region. Note that the only difference between the three simulated conditions is in the excitatory effect of the amygdala upon the VMPFC. This effect is 33% larger in MDD/bipolar disorder than in the control condition, and 66% larger in schizophrenia than in the control condition. The presented effect on the perception region is the result of reciprocal inhibition of the VMPFC on the relevant amygdalar complex, which in turn reduces excitation of the perception region.
Figure 3
Figure 3
Model of activation of secondary perception representation. A specific stimulus evokes near-threshold (broken line) activation of its related representation in the secondary perception region. It also activates simultaneously the amygdala, evoking a top-down activation of the secondary perception representation, which is weaker and not specific (gray broken line). The two activations overlap sufficiently in time to enable threshold crossing of the specific activation in the secondary perception region. This activation inhibits the possibility of competitive activations in this region (through lateral inhibition). But if the top-down amygdalar activation is disabled (owing to its inhibition in the schizophrenia condition), the specific representation in the secondary perception region is activated less and, therefore, there is less lateral inhibition and greater likelihood of erroneous activation, which might originate, for example, from the VMPFC, and could activate other representations.

References

    1. Weiland-Fiedler P, Erickson K, Waldeck T, Luckenbaugh DA, Pike D, Bonne O, et al. Evidence for continuing neuropsychological impairments in depression. J Affect Disord (2004) 82(2):253–8.10.1016/j.jad.2003.10.009
    1. Martínez-Arán A, Vieta E, Reinares M, Colom F, Torrent C, Sánchez-Moreno J, et al. Cognitive function across manic or hypomanic, depressed, and euthymic states in bipolar disorder. Am J Psychiatry (2004) 161(2):262–70.
    1. Lee J, Park S. Working memory impairments in schizophrenia: a meta-analysis. J Abnorm Psychol (2005) 114(4):599.10.1037/0021-843X.114.4.599
    1. Bruder GE, Kayser J, Tenke CE. Event-related brain potentials in depression: clinical, cognitive and neurophysiologic implications. Oxf Handb Event Relat Potent Compon (2012) 2012:563–92.
    1. Silva LWDG, Cartier C, Cheniaux E, Novis F, Silveira LA, Cavaco PA, et al. Electrical mapping in bipolar disorder patients during the oddball paradigm. J Psychiatr Res (2016) 72:64–71.10.1016/j.jpsychires.2015.10.012
    1. Souza VB, Muir WJ, Walker MT, Glabus MF, Roxborough HM, Sharp CW, et al. Auditory P300 event-related potentials and neuropsychological performance in schizophrenia and bipolar affective disorder. Biol Psychiatry (1995) 37(5):300–10.10.1016/0006-3223(94)00131-L
    1. Key APF, Dove GO, Maguire MJ. Linking brainwaves to the brain: an ERP primer. Dev Neuropsychol (2005) 27(2):183–215.10.1207/s15326942dn2702_1
    1. Shahaf G, Fisher T, Aharon-Peretz J, Pratt H. Comprehensive analysis suggests simple processes underlying EEG/ERP-demonstration with the go/no-go paradigm in ADHD. J Neurosci Methods (2015) 239:183–93.10.1016/j.jneumeth.2014.10.016
    1. Shahaf G, Pratt H. Thorough specification of the neurophysiologic processes underlying behavior and of their manifestation in EEG-demonstration with the go/no-go task. Front Hum Neurosci (2013) 7:305.10.3389/fnhum.2013.00305
    1. Gangadhar BN, Ancy J, Janakiranaiah N, Umapathy C. P300 amplitude in non-bipolar, melancholic depression. J Affect Disord (1993) 28(1):57–60.10.1016/0165-0327(93)90077-W
    1. Davidson RJ, Pizzagalli D, Nitschke JB, Putnam K. Depression: perspectives from affective neuroscience. Annu Rev Psychol (2002) 53(1):545–74.10.1146/annurev.psych.53.100901.135148
    1. Drevets WC. Functional neuroimaging studies of depression: the anatomy of melancholia. Annu Rev Med (1998) 49(1):341–61.10.1146/annurev.med.49.1.341
    1. Kim MJ, Loucks RA, Palmer AL, Brown AC, Solomon KM, Marchante AN, et al. The structural and functional connectivity of the amygdala: from normal emotion to pathological anxiety. Behav Brain Res (2011) 223(2):403–10.10.1016/j.bbr.2011.04.025
    1. Rosenkranz JA, Moore H, Grace AA. The prefrontal cortex regulates lateral amygdala neuronal plasticity and responses to previously conditioned stimuli. J Neurosci (2003) 23(35):11054–64.
    1. Ghashghaei HT, Hilgetag CC, Barbas H. Sequence of information processing for emotions based on the anatomic dialogue between prefrontal cortex and amygdala. Neuroimage (2007) 34(3):905–23.10.1016/j.neuroimage.2006.09.046
    1. Richter-Levin G, Maroun M. Stress and amygdala suppression of metaplasticity in the medial prefrontal cortex. Cereb Cortex (2010) 20(10):2433–41.10.1093/cercor/bhp311
    1. Savitz J, Drevets WC. Bipolar and major depressive disorder: neuroimaging the developmental-degenerative divide. Neurosci Biobehav Rev (2009) 33(5):699–771.10.1016/j.neubiorev.2009.01.004
    1. Roy AK, Shehzad Z, Margulies DS, Kelly AC, Uddin LQ, Gotimer K, et al. Functional connectivity of the human amygdala using resting state fMRI. Neuroimage (2009) 45(2):614–26.10.1016/j.neuroimage.2008.11.030
    1. Ehrlich I, Humeau Y, Grenier F, Ciocchi S, Herry C, Lüthi A. Amygdala inhibitory circuits and the control of fear memory. Neuron (2009) 62(6):757–71.10.1016/j.neuron.2009.05.026
    1. Muir WJ, St Clair DM, Blackwood DH. Long-latency auditory event-related potentials in schizophrenia and in bipolar and unipolar affective disorder. Psychol Med (1991) 21(04):867–79.10.1017/S003329170002986X
    1. Shahaf G, Eytan D, Gal A, Kermany E, Lyakhov V, Zrenner C, et al. Order-based representation in random networks of cortical neurons. PLoS Comput Biol (2008) 4(11):e1000228.10.1371/journal.pcbi.1000228
    1. Wagenaar DA, Madhavan R, Pine J, Potter SM. Controlling bursting in cortical cultures with closed-loop multi-electrode stimulation. J Neurosci (2005) 25(3):680–8.10.1523/JNEUROSCI.4209-04.2005
    1. Townsend J, Bookheimer SY, Foland-Ross LC, Sugar CA, Altshuler LL. fMRI abnormalities in dorsolateral prefrontal cortex during a working memory task in manic, euthymic and depressed bipolar subjects. Psychiatry Res (2010) 182(1):22–9.10.1016/j.pscychresns.2009.11.010
    1. Blumberg HP, Stern E, Martinez D, Ricketts S, de Asis J, White T, et al. Increased anterior cingulate and caudate activity in bipolar mania. Biol Psychiatry (2000) 48(11):1045–52.10.1016/S0006-3223(00)00962-8
    1. Blackwood DH, Whalley LJ, Christie JE, Blackburn IM, St Clair DM, McInnes A. Changes in auditory P3 event-related potential in schizophrenia and depression. Br J Psychiatry (1987) 150(2):154–60.10.1192/bjp.150.2.154
    1. Hugdahl K, Rund BR, Lund A, Asbjørnsen A, Egeland J, Ersland L, et al. Brain activation measured with fMRI during a mental arithmetic task in schizophrenia and major depression. Am J Psychiatry (2004) 161(2):286–93.10.1176/appi.ajp.161.2.286
    1. Barch DM, Sheline YI, Csernansky JG, Snyder AZ. Working memory and prefrontal cortex dysfunction: specificity to schizophrenia compared with major depression. Biol Psychiatry (2003) 53(5):376–84.10.1016/S0006-3223(02)01674-8
    1. Salisbury DF, Shenton ME, McCarley RW. P300 topography differs in schizophrenia and manic psychosis. Biol Psychiatry (1999) 45(1):98–106.10.1016/S0006-3223(98)00208-X
    1. O’Donnell BF, Vohs JL, Hetrick WP, Carroll CA, Shekhar A. Auditory event-related potential abnormalities in bipolar disorder and schizophrenia. Int J Psychophysiol (2004) 53(1):45–55.10.1016/j.ijpsycho.2004.02.001
    1. Price JL. Comparative aspects of amygdala connectivity. Ann N Y Acad Sci (2003) 985(1):50–8.10.1111/j.1749-6632.2003.tb07070.x
    1. Anderson AK, Phelps EA. Lesions of the human amygdala impair enhanced perception of emotionally salient events. Nature (2001) 411(6835):305–9.10.1038/35077083
    1. Vuilleumier P. How brains beware: neural mechanisms of emotional attention. Trends Cogn Sci (2005) 9(12):585–94.10.1016/j.tics.2005.10.011
    1. Li L, Du Y, Li N, Wu X, Wu Y. Top-down modulation of prepulse inhibition of the startle reflex in humans and rats. Neurosci Biobehav Rev (2009) 33(8):1157–67.10.1016/j.neubiorev.2009.02.001
    1. Kotak VC, Fujisawa S, Lee FA, Karthikeyan O, Aoki C, Sanes DH. Hearing loss raises excitability in the auditory cortex. J Neurosci (2005) 25(15):3908–18.10.1523/JNEUROSCI.5169-04.2005
    1. Cavada C, Tejedor J, Cruz-Rizzolo RJ, Reinoso-Suárez F. The anatomical connections of the macaque monkey orbitofrontal cortex. A review. Cereb Cortex (2000) 10(3):220–42.10.1093/cercor/10.3.220
    1. Teunisse RJ, Zitman FG, Cruysberg JRM, Hoefnagels WHL, Verbeek ALM. Visual hallucinations in psychologically normal people: Charles Bonnet’s syndrome. Lancet (1996) 347(9004):794–7.10.1016/S0140-6736(96)90869-7
    1. Zuckerman M, Cohen N. Sources of reports of visual and auditory sensations in perceptual-isolation experiments. Psychol Bull (1964) 62(1):1.10.1037/h0048599
    1. Calhoun VD, Maciejewski PK, Pearlson GD, Kiehl KA. Temporal lobe and “default” hemodynamic brain modes discriminate between schizophrenia and bipolar disorder. Hum Brain Mapp (2008) 29(11):1265–75.10.1002/hbm.20463
    1. Hoffman RE. A social deafferentation hypothesis for induction of active schizophrenia. Schizophr Bull (2007) 33(5):1066–70.10.1093/schbul/sbm079
    1. Takahashi H, Koeda M, Oda K, Matsuda T, Matsushima E, Matsuura M, et al. An fMRI study of differential neural response to affective pictures in schizophrenia. Neuroimage (2004) 22(3):1247–54.10.1016/j.neuroimage.2004.03.028
    1. Ragland JD, Gur RC, Valdez J, Turetsky BI, Elliott M, Kohler C, et al. Event-related fMRI of frontotemporal activity during word encoding and recognition in schizophrenia. Am J Psychiatry (2004) 161(6):1004–15.10.1176/appi.ajp.161.6.1004
    1. Kendler KS, Karkowski LM, Prescott CA. Causal relationship between stressful life events and the onset of major depression. Am J Psychiatry (1999) 156(6):837–41.10.1176/ajp.156.6.837
    1. Ellicott A, Hammen C, Gitlin M, Brown G, Jamison K. Life events and the course of bipolar disorder. Am J Psychiatry (1990) 147(9):1194–8.10.1176/ajp.147.9.1194
    1. Nuechterlein KH, Dawson ME. A heuristic vulnerability/stress model of schizophrenic episodes. Schizophr Bull (1984) 10(2):300.10.1093/schbul/10.2.300
    1. Northoff G, Richter A, Gessner M, Schlagenhauf F, Fell J, Baumgart F, et al. Functional dissociation between medial and lateral prefrontal cortical spatiotemporal activation in negative and positive emotions: a combined fMRI/MEG study. Cereb Cortex (2000) 10(1):93–107.10.1093/cercor/10.1.93
    1. Quirk GJ, Beer JS. Prefrontal involvement in the regulation of emotion: convergence of rat and human studies. Curr Opin Neurobiol (2006) 16(6):723–7.10.1016/j.conb.2006.07.004
    1. Urry HL, Van Reekum CM, Johnstone T, Kalin NH, Thurow ME, Schaefer HS, et al. Amygdala and ventromedial prefrontal cortex are inversely coupled during regulation of negative affect and predict the diurnal pattern of cortisol secretion among older adults. J Neurosci (2006) 26(16):4415–25.10.1523/JNEUROSCI.3215-05.2006
    1. Borkowska A, Rybakowski JK. Neuropsychological frontal lobe tests indicate that bipolar depressed patients are more impaired than unipolar. Bipolar Disord (2001) 3(2):88–94.10.1034/j.1399-5618.2001.030207.x
    1. Sweeney JA, Kmiec JA, Kupfer DJ. Neuropsychologic impairments in bipolar and unipolar mood disorders on the CANTAB neurocognitive battery. Biol Psychiatry (2000) 48(7):674–84.10.1016/S0006-3223(00)00910-0
    1. Egeland J, Rund BR, Sundet K, Landrø NI, Asbjørnsen A, Lund A, et al. Attention profile in schizophrenia compared with depression: differential effects of processing speed, selective attention and vigilance. Acta Psychiatr Scand (2003) 108(4):276–84.10.1034/j.1600-0447.2003.00146.x
    1. Egeland J, Sundet K, Rund BR, Asbjørnsen A, Hugdahl K, Landrø NI, et al. Sensitivity and specificity of memory dysfunction in schizophrenia: a comparison with major depression. J Clin Exp Neuropsychol (2003) 25(1):79–93.10.1076/jcen.25.1.79.13630
    1. Cui XJ, Vaillant GE. Does depression generate negative life events? J Nerv Ment Dis (1997) 185(3):145–50.10.1097/00005053-199703000-00003
    1. Häfner H, Nowotny B, Löffler W, an der Heiden W, Maurer K. When and how does schizophrenia produce social deficits? Eur Arch Psychiatry Clin Neurosci (1995) 246(1):17–28.10.1007/BF02191811
    1. Hull C. Principles of Behavior. New York: Appleton-Century-Crofts, Inc. (1943).
    1. Shahaf G, Marom S. Learning in networks of cortical neurons. J Neurosci (2001) 21(22):8782–8.
    1. Ganguly K, Poo MM. Activity-dependent neural plasticity from bench to bedside. Neuron (2013) 80(3):729–41.10.1016/j.neuron.2013.10.028
    1. Schultz W. Updating dopamine reward signals. Curr Opin Neurobiol (2013) 23(2):229–38.10.1016/j.conb.2012.11.012
    1. Bleich A, Attias J, Furman V. Effect of repeated visual traumatic stimuli on the event related P3 brain potential in post-traumatic stress disorder. Int J Neurosci (1996) 85(1–2):45–55.10.3109/00207459608986350
    1. Ceballos NA, Bauer LO, Houston RJ. Recent EEG and ERP findings in substance abusers. Clin EEG Neurosci (2009) 40(2):122–8.10.1177/155005940904000210
    1. Shahaf G. Migraine as dysfunctional drive reduction: insight from electrophysiology. Med Hypotheses (2016) 91:62–6.10.1016/j.mehy.2016.04.017
    1. Kemp AH, Benito LP, Quintana DS, Clark CR, McFarlane A, Mayur P, et al. Impact of depression heterogeneity on attention: an auditory oddball event related potential study. J Affect Disord (2010) 123(1):202–7.10.1016/j.jad.2009.08.010
    1. Karaaslan F, Gonul AS, Oguz A, Erdinc E, Esel E. P300 changes in major depressive disorders with and without psychotic features. J Affect Disord (2003) 73(3):283–7.10.1016/S0165-0327(01)00477-3
    1. Renoult L, Prévost M, Brodeur M, Lionnet C, Joober R, Malla A, et al. P300 asymmetry and positive symptom severity: a study in the early stage of a first episode of psychosis. Schizophr Res (2007) 93(1):366–73.10.1016/j.schres.2007.03.024
    1. Mathalon DH, Ford JM, Pfefferbaum A. Trait and state aspects of P300 amplitude reduction in schizophrenia: a retrospective longitudinal study. Biol Psychiatry (2000) 47(5):434–49.10.1016/S0006-3223(99)00277-2
    1. Vandoolaeghe E, van Hunsel F, Nuyten D, Maes M. Auditory event related potentials in major depression: prolonged P300 latency and increased P200 amplitude. J Affect Disord (1998) 48(2):105–13.10.1016/S0165-0327(97)00165-1
    1. Baskaran A, Milev R, McIntyre RS. The neurobiology of the EEG biomarker as a predictor of treatment response in depression. Neuropharmacology (2012) 63(4):507–13.10.1016/j.neuropharm.2012.04.021
    1. Özgürdal S, Gudlowski Y, Witthaus H, Kawohl W, Uhl I, Hauser M, et al. Reduction of auditory event-related P300 amplitude in subjects with at-risk mental state for schizophrenia. Schizophr Res (2008) 105(1):272–8.10.1016/j.schres.2008.05.017
    1. Ikeda A, Kato T. Biological predictors of lithium response in bipolar disorder. Psychiatry Clin Neurosci (2003) 57(3):243–50.10.1046/j.1440-1819.2003.01112.x
    1. Wang J. Work stress as a risk factor for major depressive episode (s). Psychol Med (2005) 35(06):865–71.10.1017/S0033291704003241
    1. McGurk SR, Twamley EW, Sitzer DI, McHugo GJ, Mueser KT. A meta-analysis of cognitive remediation in schizophrenia. Am J Psychiatry (2007) 164(12):1791–802.10.1176/appi.ajp.2007.07060906
    1. Luck SJ, Mathalon DH, O’Donnell BF, Hämäläinen MS, Spencer KM, Javitt DC, et al. A roadmap for the development and validation of event-related potential biomarkers in schizophrenia research. Biol Psychiatry (2011) 70(1):28–34.10.1016/j.biopsych.2010.09.021
    1. Funk AP, George MS. Prefrontal EEG asymmetry as a potential biomarker of antidepressant treatment response with transcranial magnetic stimulation (TMS): a case series. Clin EEG Neurosci (2008) 39(3):125–30.10.1177/155005940803900306

Source: PubMed

3
Sottoscrivi