Skip to main content

Advertisement

Log in

Heritability of Bipolar EEG Spectra in a Large Sib-pair Population

  • Original Paper
  • Published:
Behavior Genetics Aims and scope Submit manuscript

Abstract

The additive genetic heritability of both monopolar and bipolar EEG spectral power in a sample of 305 non-twin sibships comprising 690 individuals (age range 7–65) was estimated in order to investigate their regional variation. The heritabilities of the bipolar EEG spectral power ranged from 0.10 to 0.63 in 38 electrode-pairs, and those of monopolar power ranged from 0.23 to 0.68 in 19 electrodes in six frequency bands from theta to high beta. The bipolar data shows significantly greater topographic variation compared to that of the monopolar data. The mean of bivariate genetic correlations were consistently lower for the bipolar data and the coefficients of variation consistently higher when compared to those of the monopolar data for each of the frequency bands. The results from the bipolar derivations are in greater accord with genetic findings in brain anatomy and show the possibility of multiple genetic sources for the phenotypic variability of EEG activity.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  • Almasy L, Blangero J (1998) Multipoint quantitative-trait linkage analysis in general pedigrees. Am J Hum Genet 62:1198–1211

    Article  PubMed  CAS  Google Scholar 

  • Almasy L, Dyer TD, Blangero J (1997) Bivariate quantitative trait linkage analysis: pleiotropy versus co-incident linkages. Genet Epidemiol 14(6):953–958

    Article  PubMed  CAS  Google Scholar 

  • Anokhin AP, Heath AC, Myers E (2006) Genetic and environmental influences on frontal EEG asymmetry: a twin study. Biol Psychol 71(3):289–295

    Article  PubMed  Google Scholar 

  • Baare WF, Hulshoff Pol HE, Boomsma DI, Posthuma D, de Geus EJ, Schnack HG, van Haren NE, van Oel CJ, Kahn RS (2001) Quantitative genetic modeling of variation in human brain morphology. Cereb Cortex 11(9):816–824

    Article  PubMed  CAS  Google Scholar 

  • Baranov-Krylov IN, Shuvaev VT (2005) Effects of selective visual attention in the parietal and temporal areas of the human cortex using evoked potential data. Neurosci Behav Physiol 35(2):159–164

    Article  PubMed  CAS  Google Scholar 

  • Bartley AJ, Jones DW, Weinberger DR (1997) Genetic variability of human brain size and cortical gyral patterns. Brain 120 (Pt 2):257–269

    Article  PubMed  Google Scholar 

  • Begleiter H, Porjesz B (2006) Genetics of human brain oscillations. Int J Psychophysiol 60(2):162–171

    Article  PubMed  Google Scholar 

  • Begre S, Federspiel A, Kiefer C, Schroth G, Dierks T, Strik WK (2003) Reduced hippocampal anisotropy related to anteriorization of alpha EEG in schizophrenia. Neuroreport 14(5):739–742

    Article  PubMed  Google Scholar 

  • Blackhart GC, Minnix JA, Kline JP (2006) Can EEG asymmetry patterns predict future development of anxiety and depression? A preliminary study. Biol Psychol 72(1):46–50

    Article  PubMed  Google Scholar 

  • Bresnahan SM, Barry RJ (2002) Specificity of quantitative EEG analysis in adults with attention deficit hyperactivity disorder. Psychiatry Res 112:133–144

    Article  PubMed  Google Scholar 

  • Bruce A, Gao H (1994). S+ wavelets user’s manual. Mathsoft Inc., Seattle, WA

  • Bruder GE, Fong R, Tenke CE, Leite P, Towey JP, Stewart JE, McGrath PJ, Quitkin FM (1997) Regional brain asymmetries in major depression with or without an anxiety disorder: a quantitative electroencephalographic study. Biol Psychiatry 41:939–948

    Article  PubMed  CAS  Google Scholar 

  • Carmelli D, Swan GE, DeCarli C, Reed T. (2002) Quantitative genetic modeling of regional brain volumes and cognitive performance in older male twins. Biol Psychol. 61(1&2):139–155

    Article  PubMed  Google Scholar 

  • Christian JC, Morzorati S, Norton JA Jr, Williams CJ, O’Connor S, Li TK (1996) Genetic analysis of the resting electroencephalographic power spectrum in human twins. Psychophysiology 33:584–591

    Article  PubMed  CAS  Google Scholar 

  • Clarke AR, Barry RJ, McCarthy R, Selikowitz M (2001) EEG-defined subtypes of children with attention-deficit/hyperactivity disorder. Clin Neurophysiol 112:2098–2105

    Article  PubMed  CAS  Google Scholar 

  • Cook IA, O’Hara R, Uijtdehaage SH, Mandelkern M, Leuchter AF (1998) Assessing the accuracy of topographic EEG mapping for determining local brain function. Electroencephalogr Clin Neurophysiol 107:408–414

    Article  PubMed  CAS  Google Scholar 

  • Edenberg HJ, Dick DM, Xuei X, Tian H, Almasy L, Bauer LO, Crowe RR, Goate A, Hesselbrock V, Jones K, Kwon J, Li TK, Nurnberger JI Jr, O’Connor SJ, Reich T, Rice J, Schuckit MA, Porjesz B, Foroud T, Begleiter H (2004) Variations in GABRA2, encoding the alpha 2 subunit of the GABA(A) receptor, are associated with alcohol dependence and with brain oscillations. Am J Hum Genet 74(4):705–714

    Article  PubMed  CAS  Google Scholar 

  • Eischen SE, Luckritz JY, Polich J (1995) Spectral analysis of EEG from families. Biol Psychol 41:61–68

    Article  PubMed  CAS  Google Scholar 

  • Enoch MA, Xu K, Ferro E, Harris CR, Goldman D (2003) Genetic origins of anxiety in women: a role for a functional catechol-O-methyltransferase polymorphism. Psychiatr Genet 13:33–41

    Article  PubMed  Google Scholar 

  • Falconer DS, Mackay TFC (1996) Introduction to quantitative genetics. Addison Wesley Longman, Harlow, Essex, UK

  • Gasser T, Sroka L, Mocks J (1985) The transfer of EOG activity into the EEG for eyes open and closed. Electroencephalogr Clin Neurophysiol 61:181–193

    Article  PubMed  CAS  Google Scholar 

  • Gasser T, Sroka L, Mocks J (1986) The correction of EOG artifacts by frequency dependent and frequency independent methods. Psychophysiology 23:704–712

    Article  PubMed  CAS  Google Scholar 

  • Geschwind DH, Miller BL, DeCarli C, Carmelli D (2002) Heritability of lobar brain volumes in twins supports genetic models of cerebral laterality and handedness. Proc Natl Acad Sci USA 99(5):3176–3181

    Article  PubMed  CAS  Google Scholar 

  • Ghosh S, Begleiter H, Porjesz B, Chorlian DB, Edenberg H, Foroud T, Reich T, Goate A (2003) Linkage mapping of beta 2 EEG waves via non-parametric regression. Am J Med Genet 118B:66–71

    Article  PubMed  Google Scholar 

  • Gotlib IH, Ranganath C, Rosenfeld JP (1998) Frontal EEG alpha asymmetry, depression, and cognitive functioning. Cogn Emot 12:449–478

    Article  Google Scholar 

  • Hari R, Salmelin R (1997) Human cortical oscillations: a neuromagnetic view through the skull. Trends Neurosci 20:44–49

    Article  PubMed  CAS  Google Scholar 

  • Hamming R (1983) Digital filters. Prentice-Hall, Englewood Cliffs, NJ

  • Lange KL, Little RJA, Taylor JMG (1989) Robust Statistical Modeling Using the t distribution. JASA 84:881–896

    Google Scholar 

  • Liljestrom M, Kujala J, Jensen O, Salmelin R (2005) Neuromagnetic localization of rhythmic activity in the human brain: a comparison of three methods. Neuroimage 25:734–745

    Article  PubMed  CAS  Google Scholar 

  • Lykken DT, Tellegen A, Iacono WG. (1982) EEG spectra in twins: Evidence for a neglected mechanism of genetic determination. Physiol Psychol 10:60–65

    Google Scholar 

  • Michel CM, Thut G, Morand S, Khateb A, Pegna AJ, Grave de Peralta R, Gonzalez S, Seeck M, Landis T (2001) Electric source imaging of human brain functions. Brain Res Brain Res Rev 36(2–3):108–118

    Article  PubMed  CAS  Google Scholar 

  • McGuire KA, Katsanis J, Iacono WG, McGue M (1998) Genetic Influences on the Spontaneous EEG: an examination of 15-year-old and 17-year-old twins. Dev Neuropsychol 14:7–18

    Article  CAS  Google Scholar 

  • Mechelli A, Friston KJ, Frackowiak RS, Price CJ (2005) Structural covariance in the human cortex. J Neurosci 25(36):8303–8310

    Article  PubMed  CAS  Google Scholar 

  • Meshkova T, Ravich-Shcherbo I (1982) Influence of the genotype on the determination of individual features of the human EEG at rest. In: Schmidt H, Tembrock G (eds) Evolution and determination of animal and human behavior. VEB Deutscher Verlag der Wissenschaft, Berlin, pp 92–107

    Google Scholar 

  • Niedermeyer E (1999) The normal EEG of the waking adult. In Niedermeyer E, Lopes da Silva F (eds) Electroencephalography, 4th ed. Lippencott Williams & Wilkins, Philadelphia, pp 149–73

    Google Scholar 

  • Nunez PL (1995) Quantitative states of neocortex. In: Nunez PL (eds) Neocortical dynamics and human EEG rhythms. Oxford University Press, New York/Oxford, pp 3–67

    Google Scholar 

  • Nunez PL, Srinivasan R, Westdorp AF, Wijesinghe RS, Tucker DM, Silberstein RB, Cadusch PJ (1997) EEG coherency. I. Statistics, reference electrode, volume conduction, Laplacians, cortical imaging, and interpretation at multiple scales. Electroencephalogr Clin Neurophysiol 103:499–515

    Article  PubMed  CAS  Google Scholar 

  • Pollock VE, Schneider LS, Lyness SA (1991) Reliability of topographic quantitative EEG amplitude in healthy late-middle-aged and elderly subjects. Electroencephalogr Clin Neurophysiol 79:20–26

    Article  PubMed  CAS  Google Scholar 

  • Porjesz B, Almasy L, Edenberg HJ, Wang K, Chorlian DB, Foroud T, Goate A, Rice JP, O’Connor SJ, Rohrbaugh J, Kuperman S, Bauer LO, Crowe RR, Schuckit MA, Hesselbrock V, Conneally PM, Tischfield JA, Li TK, Reich T, Begleiter H (2002) Linkage disequilibrium between the beta frequency of the human EEG and a GABAA receptor gene locus. Proc Natl Acad Sci USA 99(6):3729–3733

    Article  PubMed  CAS  Google Scholar 

  • Porjesz B, Rangaswamy M, Kamarajan C, Jones KA, Padmanabhapillai A, Begleiter H (2005) The utility of neurophysiological markers in the study of alcoholism. Clin Neurophysiol 116(5):993–1018

    Article  PubMed  Google Scholar 

  • Posthuma D, Neale MC, Boomsma DI, de Geus EJ (2001) Are smarter brains running faster? Heritability of alpha peak frequency, IQ, and their interrelation. Behav Genet 31(6):567–79

    Article  PubMed  CAS  Google Scholar 

  • Rangaswamy M, Porjesz B, Chorlian DB, Wang K, Jones KA, Bauer LO, Rohrbaugh J, O’Connor SJ, Kuperman S, Reich T, Begleiter H (2002) Beta power in the EEG of alcoholics. Biol Psychiatry 52(8):831–842

    Article  PubMed  Google Scholar 

  • Rangaswamy M, Porjesz B, Chorlian DB, Choi K, Jones KA, Wang K, Rohrbaugh J, O’Connor S, Kuperman S, Reich T, Begleiter H (2003) Theta power in the EEG of alcoholics. Alcohol Clin Exp Res 27(4):607–615

    PubMed  Google Scholar 

  • Salenius S, Portin K, Kajola M, Salmelin R, Hari R (1997) Cortical control of human motoneuron firing during isometric contraction. J Neurophysiol 77:3401–3405

    PubMed  CAS  Google Scholar 

  • Salinsky MC, Oken BS, Morehead L (1991) Test-retest reliability in EEG frequency analysis. Electroencephalogr Clin Neurophysiol 79:382–392

    Article  PubMed  CAS  Google Scholar 

  • Smit DJ, Posthuma D, Boomsma DI, Geus EJ (2005) Heritability of background EEG across the power spectrum. Psychophysiology 42:691–697

    Article  PubMed  CAS  Google Scholar 

  • Smit CM, Wright MJ, Hansell NK, Geffen GM, Martin NG (2006) Genetic variation of individual alpha frequency (IAF) and alpha power in a large adolescent twin sample. Int J Psychophysiol 61(2):235–243

    Article  PubMed  Google Scholar 

  • Sorbel J, Morzorati S, O’Connor S, Li TK, Christian, JC (1996) Alcohol effects on the heritability of EEG spectral power. Alcohol Clin Exp Res 20:1523–1527

    Article  PubMed  CAS  Google Scholar 

  • Strang G, Nguyen T (1996) Wavelets and filter banks. Wellesley-Cambridge Press, Wellesley, MA

  • Tenke CE, Kayser J (2005) Reference-free quantification of EEG spectra: combining current source density (CSD) and frequency principal components analysis (fPCA). Clin Neurophysiol 116(12):2826–2846

    Article  PubMed  Google Scholar 

  • Trubnikov V, Uvarova L, Alfimova M, Orlova V, Ozerova N, Abrosimov N (1993) Neurophysiological and psychological predictors of genetic risk for schizophrenia. Behav Genet 23:455–459

    Article  PubMed  CAS  Google Scholar 

  • van Baal GC, De Geus EJ, Boomsma DI (1996) Genetic architecture of EEG power spectra in early life. Electroencephalogr Clin Neurophysiol 98(6):502–514

    Article  PubMed  Google Scholar 

  • van Beijsterveldt CE, Boomsma DI (1994) Genetics of the human electroencephalogram (EEG) and event-related brain potentials (ERPs): a review. Hum Genet 94:319–330

    Article  PubMed  Google Scholar 

  • van Beijsterveldt CE, Molenaar PC, de Geus EJ, Boomsma DI (1996) Heritability of human brain functioning as assessed by electroencephalography. Am J Hum Genet 58(3):562–573

    PubMed  Google Scholar 

  • van Beijsterveldt CE, van Baal GC (2002) Twin and family studies of the human electroencephalogram: a review and a meta-analysis. Biol Psychol 61:111–138

    Article  PubMed  Google Scholar 

  • Whitton JL, Elgie SM, Kugel H, Moldofsky H (1985) Genetic dependence of the electroencephalogram bispectrum. Electroencephalogr Clin Neurophysiol 60:293–298

    Article  PubMed  CAS  Google Scholar 

  • Wang K, Begleiter H, Porjesz B (2000) Trilinear modeling of event-related potentials. Brain Topogr 12:263–271

    Article  PubMed  CAS  Google Scholar 

  • Whitford TJ, Rennie CJ, Grieve SM, Clark CR, Gordon E, Williams LM (2006) Brain maturation in adolescence: Concurrent changes in neuroanatomy and neurophysiology. Hum Brain Mapp, in press

  • Wright IC, Sham P, Murray RM, Weinberger DR, Bullmore ET (2002) Genetic contributions to regional variability in human brain structure: methods and preliminary results. Neuroimage 17(1):256–271

    Article  PubMed  CAS  Google Scholar 

Download references

Acknowledgments

We would like to thank our colleagues in the Neurodynamics Lab for their help in preparation of the data, particularly Arthur Stimus and Chamion Thomas. We would also like to thank two anonymous reviewers whose insightful comments led us to expand our horizons in the course of writing this paper.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to David B. Chorlian.

Additional information

We would like to dedicate this paper to the memory of Henri Begleiter, who initiated its writing, and whose death during its preparation only inspired us to continue to follow the high scientific standards which his work exemplified.

Edited by Danielle Posthuma

This work was supported by NIAAA Investigator-Initiated Interactive Research Project Grant (IRPG): AA 12560 at SUNY Downstate Medical Center, AA 12555 at Indiana University School of Medicine, grant AA 12557 at Washington University School of Medicine, and AA 12553 at Howard University.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Tang, Y., Chorlian, D.B., Rangaswamy, M. et al. Heritability of Bipolar EEG Spectra in a Large Sib-pair Population. Behav Genet 37, 302–313 (2007). https://doi.org/10.1007/s10519-006-9133-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10519-006-9133-0

Keywords

Navigation