Specific frequency bands of amplitude low-frequency oscillation encodes personality

Human Brain Mapping

Volumn 35, Issue 1, 2014, Pages 331-339

  Wei, Luqing ^a   Duan, Xujun ^a   Zheng, Chunyan ^a   Wang, Shanshan ^a   Gao, Qing ^a   Zhang, Zhiqiang ^b   Lu, Guangming ^b   Chen, Huafu ^a  

^a UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

^b MEDICAL SCHOOL OF NANJING UNIVERSITY   (China)

Author keywords

Extraversion; Eysenck; LFF; Neuroticism

Indexed keywords

ADOLESCENT; ADULT; AROUSAL; ARTICLE; BIOLOGICAL MODEL; BRAIN REGION; CORRELATION ANALYSIS; DEFAULT MODE NETWORK; EXTRAVERSION; FEMALE; FREQUENCY ANALYSIS; FRONTAL LOBE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; GRAY MATTER; HIPPOCAMPUS; HUMAN; HYPOTHESIS; LOW FREQUENCY OSCILLATION; MALE; NEUROSIS; NORMAL HUMAN; PERSONALITY; PRECUNEUS; PREFRONTAL CORTEX; PRIORITY JOURNAL; TEMPORAL CORTEX; VALIDATION PROCESS; VIBRATION;

EXTRAVERSION; EYSENCK; LFF; NEUROTICISM;

ADOLESCENT; ADULT; ANXIETY DISORDERS; BRAIN; BRAIN MAPPING; EXTRAVERSION (PSYCHOLOGY); FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; PERSONALITY; QUESTIONNAIRES; REST; YOUNG ADULT;

EID: 84889671929     PISSN: 10659471     EISSN: 10970193     Source Type: Journal    
DOI: 10.1002/hbm.22176     Document Type: Article

References (82)

1. Adelstein JS, Shehzad Z, Mennes M, DeYoung CG, Zuo XN, Kelly C, Margulies DS, Bloomfield A, Gray JR, Castellanos FX (2011): Personality is reflected in the brain's intrinsic functional architecture. PLoS one 6:e27633.
2. Ashburner J, Friston K (2005): Unified segmentation. NeuroImage, 26:839-851.
3. Baria AT, Baliki MN, Parrish T, Apkarian AV (2011): Anatomical and functional assemblies of brain BOLD oscillations. J Neurosci 31:7910-7919.
4. Biswal B, Yetkin F, Haughton V, Hyde J (1995): Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn Reson Med 34:537-541.
5. Blankstein U, Chen JYW, Mincic AM, McGrath PA, Davis KD (2009): The complex minds of teenagers: Neuroanatomy of personality differs between sexes. Neuropsychologia 47:599-603.
6. Block J (2010): The five-factor framing of personality and beyond: Some ruminations. Psychol Inquiry 21:2-25.
7. Bremner JD, Narayan M, Anderson ER, Staib LH, Miller HL, Charney DS (2000): Hippocampal volume reduction in major depression. Am J Psychiatry 157:115-117.
8. Buzsáki G, Draguhn A (2004): Neuronal oscillations in cortical networks. Science 304:1926.
9. Canli T, Desmond JE, Zhao Z, Glover G, Gabrieli JDE (1998): Hemispheric asymmetry for emotional stimuli detected with fMRI. Neuroreport 9:3233.
10. Canli T, Zhao Z, Desmond JE, Kang E, Gross J, Gabrieli JDE (2001): An fMRI study of personality influences on brain reactivity to emotional stimuli. Behav Neurosci 115:33.
11. Cavanna AE, Trimble MR (2006): The precuneus: A review of its functional anatomy and behavioural correlates. Brain 129:564.
12. Deckersbach T, Miller KK, Klibanski A, Fischman A, Dougherty DD, Blais MA, Herzog DB, Rauch SL (2006): Regional cerebral brain metabolism correlates of neuroticism and extraversion. Depression and anxiety, 23:133-138.
13. DeYoung CG, Gray JR (2009): 20 Personality neuroscience: Explaining individual differences in affect, behaviour and cognition. The Cambridge Handbook of Personality Psychology 323.
14. DeYoung CG, Hirsh JB, Shane MS, Papademetris X, Rajeevan N, Gray JR (2010): Testing predictions from personality neuroscience. Psychol Sci 21:820.
15. Di Martino A, Ghaffari M, Curchack J, Reiss P, Hyde C, Vannucci M, Petkova E, Klein DF, Castellanos FX (2008): Decomposing intra-subject variability in children with attention-deficit/hyperactivity disorder. Biol Psychiatry 64:607-614.
16. Eysenck H (1983): Psychophysiology and personality: Extraversion, neuroticism and psychoticism. Physiol Correlates Hum Behav 3:13-30.
17. Eysenck HJ (1967): The biological basis of personality. Transaction Pub 199:1031-1034.
18. Eysenck HJ (1990): Biological dimensions of personality. pp 244-276.
19. Eysenck H (1991): Manual of the Eysenck Personality Scales (EPS Adult).London:Hodder & Stoughton.
20. Eysenck HJ (1992): The definition and measurement of psychoticism. Personality and Individual Differences 13:757-785.
21. Eysenck HJ (1997): Personality and experimental psychology: The unification of psychology and the possibility of a paradigm. J Personality Social Psychol 73:1224.
22. Eysenck HJ, Eysenck MW (1985): Personality and Individual Differences: A Natural Science Approach.Plenum PressNew York.
23. Fox MD, Raichle ME (2007): Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nature Rev Neurosci 8:700-711.
24. Fredrikson M, Wik G, Annas P, Fricson K, Stoneelander S (1995): Functional neuroanatomy of visually elicited simple phobic fear: Additional data and theoretical analysis. Psychophysiology 32:43-48.
25. Gale A (1973): New Approaches in Psychological Measurement.New York:Wiley; pp211-256.
26. Gale A (1981): EEG studies of extraversion-introversion: What's the next step. Dimensions of Personality: Papers in Honour of HJ Eysenck. pp 181-207.
27. Gale A, Edwards J, Morris P, Moore R, Forrester D (2001): Extraversion-introversion, neuroticism-stability, and EEG indicators of positive and negative empathic mood. Personality and Individual Differences 30:449-461.
28. Gardini S, Cloninger C, Venneri A (2009): Individual differences in personality traits reflect structural variance in specific brain regions. Brain Res Bull 79:265-270.
29. Gray JA (1970): The psychophysiological basis of introversion-extraversion. Behav Res Therapy 8:249-266.
30. Gray JA (1972): The psychophysiological basis of introversion-extraversion: A modification of Eysenck's theory. Biol Bases Individual Behav 8:182-205.
31. Gray JA (1982): The Neuropsychology of Anxiety: An Enquiry into the Functions of the Septo-hippocampal System.Clarendon Press:Oxford.
32. Hagemann D, Naumann E, Lürken A, Becker G, Maier S, Bartussek D (1999): EEG asymmetry, dispositional mood and personality. Personality Individual Diff 27:541-568.
33. Hagemann D, Hewig J, Walter C, Schankin A, Danner D, Naumann E (2009): Positive evidence for Eysenck's arousal hypothesis: A combined EEG and MRI study with multiple measurement occasions. Personality Individual Diff 47:717-721.
34. Hahn T, Dresler T, Ehlis AC, Pyka M, Dieler AC, Saathoff C, Jakob PM, Lesch KP, Fallgatter AJ (2011): Randomness of resting-state brain oscillations encodes Gray's personality trait. NeuroImage 59:1842-1845
35. Han Y, Wang J, Zhao Z, Min B, Lu J, Li K, He Y, Jia J (2010): Frequency-dependent changes in the amplitude of low-frequency fluctuations in amnestic mild cognitive impairment: A resting-state fMRI study. NeuroImage 55:287-295
36. Han Y, Lui S, Kuang W, Lang Q, Zou L, Jia J (2012): Anatomical and functional deficits in patients with amnestic mild cognitive impairment. PLoS one 7:e28664.
37. Hasler G, Drevets WC, Manji HK, Charney DS (2004): Discoveringendophenotypes for major depression. Neuropsychopharmacology 29:1765-1781.
38. Hein G, Knight RT (2008): Superior temporal sulcus-It's my area: Or is it?J Cogn Neurosci 20:2125-2136.
39. Heller W (1990): The neuropsychology of emotion: Developmental patterns and implications for psychopathology. Psychol Biol Approach Emotion 1:67-211.
40. Heller W (1993): Neuropsychological mechanisms of individual differences in emotion, personality, and arousal. Neuropsychology 7:476.
41. Hoptman MJ, Zuo XN, Butler PD, Javitt DC, D'Angelo D, Mauro CJ, Milham MP (2010): Amplitude of low-frequency oscillations in schizophrenia: A resting state fMRI study. Schizophrenia Res 117:13-20.
42. Johnson DL, Wiebe JS, Gold SM, Andreasen NC, Hichwa RD, Watkins GL, Ponto LLB (1999): Cerebral blood flow and personality: A positron emission tomography study. Am J Psychiatry 156:252-257.
43. Kalisch R, Schubert M, Jacob W, Keβler MS, Hemauer R, Wigger A, Landgraf R, Auer DP (2005): Anxiety and hippocampus volume in the rat. Neuropsychopharmacology 31:925-932.
44. Kehoe EG, Toomey JM, Balsters JH, Bokde ALW (2011): Personality modulates the effects of emotional arousal and valence on brain activation. Social Cogn Affect Neurosci11-13.
45. Kido D, LeMay M, Levinson A, Benson W (1980): Computed tomographic localization of the precentral gyrus. Radiology 135:373-377.
46. Kim SH, Hwang JH, Park HS, Kim SE (2008): Resting brain metabolic correlates of neuroticism and extraversion in young men. Neuroreport 19:883.
47. Kumari V, Williams SCR, Gray JA (2004): Personality predicts brain responses to cognitive demands. J Neurosci 24:10636.
48. Kumari V, Das M, Wilson GD, Goswami S, Sharma T (2007): Neuroticism and brain responses to anticipatory fear. Behav Neurosci 121:643.
49. Kunisato Y, Okamoto Y, Okada G, Aoyama S, Nishiyama Y, Onoda K, Yamawaki S (2011): Personality traits and the amplitude of spontaneous low-frequency oscillations during resting state. Neurosci Lett 492:109-113
50. Lane RD, Reiman EM, Bradley MM, Lang PJ, Ahern GL, Davidson RJ, Schwartz GE (1997): Neuroanatomical correlates of pleasant and unpleasant emotion. Neuropsychologia 35:1437-1444.
51. Larsen RJ, Diener E (1992): Promises and problems with the circumplex model of emotion. In: Clark MS, editor. Review of Personality and Social Psychology Emotion. 13:25-59.
52. Liang X, Wang J, Yan C, Shu N, Xu K, Gong G, He Y (2012): Effects of different correlation metrics and preprocessing factors on small-world brain functional networks: A resting-state functional MRI study. PLoS one 7:e32766.
53. Mathersul D, Williams LM, Hopkinson PJ, Kemp AH (2008): Investigating models of affect: Relationships among EEG alpha asymmetry, depression, and anxiety. Emotion 8:560.
54. Matthews G, Gilliland K (1999): The personality theories of HJ Eysenck and JA Gray: A comparative review. Personality Individual Diff 26:583-626.
55. McCrae RR, Costa PT Jr (1999): A five-factor theory of personality. Handbook Personality: Theory Res 2:139-153.
56. Minnix JA, Kline JP (2004): Neuroticism predicts resting frontal EEG asymmetry variability. Personality Individual Diff 36:823-832.
57. Naghavi HR, Lind J, Nilsson LG, Adolfsson R, Nyberg L (2009): Personality traits predict response to novel and familiar stimuli in the hippocampal region. Psychiatry Res: Neuroimag 173:94-99.
58. O'Gorman R, Kumari V, Williams S, Zelaya F, Connor S, Alsop D, Gray J (2006): Personality factors correlate with regional cerebral perfusion. NeuroImage 31:489-495.
59. Penttonen M, Buzsáki G (2003): Natural logarithmic relationship between brain oscillators. Thalamus Relat Syst 2:145-152.
60. Pitman RK, Shin LM, Rauch SL (2001): Investigating the pathogenesis of posttraumatic stress disorder with neuroimaging. J Clin Psychiatry 62:47-54.
61. Power JD, Barnes KA, Snyder AZ, Schlaggar BL, Petersen SE (2011): Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion. NeuroImage 59:2142-2154.
62. Qian M, Wu G, Zhu R, Zhang S (2000): Development of the revised Eysenck personality questionnaire short scale for Chinese (EPQ-RSC). Acta Psychol Sin 32:317-323.
63. Ryman SG, Gasparovic C, Bedrick EJ, Flores RA, Marshall AN, Jung RE (2011): Brain biochemistry and personality: A magnetic resonance spectroscopy study. PLoS one 6:e26758.
64. Satterthwaite TD, Wolf DH, Loughead J, Ruparel K, Elliott MA, Hakonarson H, Gur RC, Gur RE (2012): Impact of in-scanner head motion on multiple measures of functional connectivity: Relevance for studies of neurodevelopment in youth. NeuroImage 60:623-632.
65. Schmidtke JI, Heller W (2004): Personality, affect and EEG: Predicting patterns of regional brain activity related to extraversion and neuroticism. Personality Individual Diff 36:717-732.
66. Sheng T, Gheytanchi A, Aziz-Zadeh L (2010): Default network deactivations are correlated with psychopathic personality traits. PLoS one 5:e12611.
67. Sutin A, Beason-Held L, Resnick S, Costa P (2009): Sex differences in resting-state neural correlates of openness to experience among older adults. Cerebral Cortex 19:2797.
68. Tomarken AJ, Davidson RJ, Wheeler RE, Doss RC (1992): Individual differences in anterior brain asymmetry and fundamental dimensions of emotion. J Personality Social Psychol 62:676.
69. Tran Y, Craig A, McIsaac P (2001): Extraversion-introversion and 8-13 Hz waves in frontal cortical regions. Personality Individual Diff 30:205-215.
70. Tran Y, Craig A, Boord P, Connell K, Cooper N, Gordon E (2006): Personality traits and its association with resting regional brain activity. Int J Psychophysiol 60:215-224.
71. Van Dijk KRA, Sabuncu MR, Buckner RL (2011): The influence of head motion on intrinsic functional connectivity MRI. NeuroImage 59:431-438.
72. Wei L, Duan X, Yang Y, Liao W, Gao Q, Ding J, Zhang Z, Zeng W, Li Y, Lu G (2011): The synchronization of spontaneous BOLD activity predicts extraversion and neuroticism. Brain Res 1419:68-75.
73. Whittle S, Yücel M, Fornito A, Barrett A, Wood SJ, Lubman DI, Simmons J, Pantelis C, Allen NB (2008): Neuroanatomical correlates of temperament in early adolescents. J Am Acad Child Adolesc Psychiatry 47:682-693.
74. Wik G, Fredrikson M, Ericson K, Eriksson L, Stone-Elander S, Greitz T (1993): A functional cerebral response to frightening visual stimulation. Psychiatry Res: Neuroimaging 50:15-24.
75. Wright CI, Williams D, Feczko E, Barrett LF, Dickerson BC, Schwartz CE, Wedig MM (2006): Neuroanatomical correlates of extraversion and neuroticism. Cerebral Cortex 16:1809.
76. Wright C, Feczko E, Dickerson B, Williams D (2007): Neuroanatomical correlates of personality in the elderly. NeuroImage 35:263-272.
77. Yamasue H, Abe O, Suga M, Yamada H, Inoue H, Tochigi M, Rogers M, Aoki S, Kato N, Kasai K (2007): Gender-common and-specific neuroanatomical basis of human anxiety-related personality traits. Cerebral Cortex 18:46-52.
78. Yan C, Liu D, He Y, Zou Q, Zhu C, Zuo X, Long X, Zang Y (2009): Spontaneous brain activity in the default mode network is sensitive to different resting-state conditions with limited cognitive load. PLoS one 4:e5743.
79. Yang H, Long XY, Yang Y, Yan H, Zhu CZ, Zhou XP, Zang YF, Gong QY (2007): Amplitude of low frequency fluctuation within visual areas revealed by resting-state functional MRI. NeuroImage 36:144-152.
80. Zang Y, Yong H, Chao-Zhe Z, Qing-Jiu C, Man-Qiu S, Meng L, Li-Xia T, Tian-Zi J, Yu-Feng W (2007): Altered baseline brain activity in children with ADHD revealed by resting-state functional MRI. Brain Dev 29:83-91.
81. Zou QH, Zhu CZ, Yang Y, Zuo XN, Long XY, Cao QJ, Wang YF, Zang YF (2008): An improved approach to detection of amplitude of low-frequency fluctuation (ALFF): For resting-state fMRI: fractional ALFF. J Neurosci Meth 172:137-141.
82. Zuo XN, Di Martino A, Kelly C, Shehzad ZE, Gee DG, Klein DF, Castellanos FX, Biswal BB, Milham MP (2010): The oscillating brain: Complex and reliable. NeuroImage 49:1432-1445.