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Posterior versus frontal theta activity indexes approach motivation during affective autobiographical memories

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Abstract

Research has recently identified a promising neurophysiological marker of approach motivation involving posterior versus frontal (Pz – Fz) electroencephalographic (EEG) theta activity PFTA; Wacker, Chavanon, & Stemmler (Journal of Personality and Social Psychology 91:171-187, 2006). Preliminary evidence indicated that PFTA is modulated by dopaminergic activity, thought to underlie appetitive tendencies, and that it indexes self-reported behavioral activation system (BAS) sensitivity. To date, research has largely relied on resting indices of PFTA and has yet to examine the relationship between PFTA and specific approach-related affective states generated by emotionally salient laboratory tasks. Accordingly, the present study evaluated PFTA both at rest and during an ecologically valid autobiographical memory task in which participants recalled personal life experiences involving a goal-striving, an anxious apprehension, a low-point (i.e., difficult), and a neutral memory while EEG data were recorded. In line with prediction, elevated PFTA was observed during both goal-striving and anxious apprehension autobiographical memories. PFTA was particularly elevated during anxious apprehension memories coded as being high on approach-related tendencies. Elevated PFTA during anxious apprehension is consistent with a growing literature indicating that anxious apprehension is associated with elevated approach- and reward-related brain function. Lastly, elevated resting PFTA was positively correlated with self-reported trait anger, a negatively valenced emotion characterized by approach-related tendencies. These results have implications for (a) enhancing our understanding of the neurophysiology of approach-related emotions, (b) establishing PFTA as an index of appetitive motivational states, and (c) clarifying our understanding of the neurophysiology and approach-related tendencies associated with both anxious apprehension and anger.

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Notes

  1. To test whether our primary findings were driven by outliers with a small amount of usable data, we reran our primary analyses excluding participants who were three SDs below the mean in artifact-free epochs for both the resting and task conditions. This cutoff criterion corresponded to less than 62.22 epochs of usable data per minute and resulted in seven individuals being excluded. Using these exclusion criteria, the main effect of autobiographical memory on PFTA was maintained, F(3, 102) = 2.95, p < .05, η p 2 = .08. In addition, the finding of elevated PFTA in approach- versus withdrawal-oriented anxious apprehension scenes was also maintained, t(33) = 2.55, p < .05.

  2. This finding is consistent with research showing that theta activity at frontal midline sites tends to decrease with age (Cummins and Finnigan 2007). Because PFTA is calculated by subtracting the frontal midline electrode Fz from the posterior midline electrode Pz, lower frontal midline theta activity may have contributed to elevated PFTA among the older participants.

  3. Frontal alpha asymmetry is another commonly used neurophysiological index of approach-related affect (Sutton and Davidson 1997; Thibodeau et al. 2006). As with PFTA, higher levels of relative left-frontal EEG activity (as indexed by alpha) has been linked with elevated approach tendencies (Carver and Harmon-Jones 2009). However, in the present study, we found no main effect of autobiographical memory on frontal alpha asymmetry, F(3, 120) = 0.68, n.s. In addition, there was no difference in frontal alpha asymmetry between approach- and withdrawal-oriented anxious apprehension memories, t(40) = 0.97, n.s.

References

  • Baker, T. E., & Holroyd, C. B. (2011). Dissociated roles of the anterior cingulate cortex in reward and conflict processing as revealed by the feedback error-related negativity and N200. Biological Psychology, 87, 25–34. doi:10.1016/j.biopsycho.2011.01.010

    Article  PubMed  Google Scholar 

  • Bar-Haim, Y., Fox, N. A., Benson, B., Guyer, A. E., Williams, A., Nelson, E. E., & Ernst, M. (2009). Neural correlates of reward processing in adolescents with a history of inhibited temperament. Psychological Science, 20, 1009–1018. doi:10.1111/j.1467-9280.2009.02401.x

    Article  PubMed Central  PubMed  Google Scholar 

  • Barlow, D. H. (1991). Disorders of emotion. Psychological Inquiry, 2, 58–71. doi:10.1207/s15327965pli0201_15

    Article  Google Scholar 

  • Berridge, K. C., Robinson, T. E., & Aldridge, J. W. (2009). Dissecting components of reward: “Liking”, “wanting”, and learning. Current Opinion in Pharmacology, 9, 65–73.

    Article  PubMed Central  PubMed  Google Scholar 

  • Blasi, G., Mattay, V. S., Bertolino, A., Elvevag, B., Callicott, J. H., Das, S., & Weinberger, D. R. (2005). Effect of catechol-O-methyltransferase val158met genotype on attentional control. Journal of Neuroscience, 25, 5038–5045. doi:10.1523/JNEUROSCI.0476-05.2005

    Article  PubMed  Google Scholar 

  • Carver, C. S., & Harmon-Jones, E. (2009). Anger is an approach-related affect: Evidence and implications. Psychological Bulletin, 135, 183–204. doi:10.1037/a0013965

    Article  PubMed  Google Scholar 

  • Carver, C. S., & White, T. L. (1994). Behavioral inhibition, behavioral activation, and affective responses to impending reward and punishment: The BIS/BAS Scales. Journal of Personality and Social Psychology, 67, 319–333. doi:10.1037/0022-3514.67.2.319

    Article  Google Scholar 

  • Chapman, L. J., & Chapman, J. P. (1987). The measurement of handedness. Brain and Cognition, 6, 175–183. doi:10.1016/0278-2626(87)90118-7

    Article  PubMed  Google Scholar 

  • Chavanon, M. L., Wacker, J., & Stemmler, G. (2011). Rostral anterior cingulate activity generates posterior versus anterior theta activity linked to agentic extraversion. Cognitive, Affective, & Behavioral Neuroscience, 11, 172–185. doi:10.3758/s13415-010-0019-5

    Article  Google Scholar 

  • Coan, J. A., & Allen, J. J. (2004). Frontal EEG asymmetry as a moderator and mediator of emotion. Biological Psychology, 67, 7–49. doi:10.1016/j.biopsycho.2004.03.002

    Article  PubMed  Google Scholar 

  • Coan, J. A., Allen, J. J., & McKnight, P. E. (2006). A capability model of individual differences in frontal EEG asymmetry. Biological Psychology, 72, 198–207. doi:10.1016/j.biopsycho.2005.10.003

    Article  PubMed Central  PubMed  Google Scholar 

  • Cohen, J., Cohen, P., West, S. G., & Aiken, L. S. (2003). Applied multiple regression/correlation analysis for the behavioral sciences (3rd ed.). Mahwah, NJ: Erlbaum.

    Google Scholar 

  • Corr, P. J. (2013). Approach and avoidance behaviour: Multiple systems and their interactions. Emotion Review, 5, 285–290. doi:10.1177/1754073913477507

    Article  Google Scholar 

  • Costa, P. T., & McCrae, R. R. (2009). The five-factor model and the NEO inventories. In J. N. Butcher (Ed.), Oxford handbook of personality assessment (299-322). New York: Oxford University Press.

  • Cox, B. J., Enns, M. W., & Taylor, S. (2001). The effect of rumination as a mediator of elevated anxiety sensitivity in major depression. Cognitive Therapy and Research, 25, 525–534.

    Article  Google Scholar 

  • Crost, N. W., Pauls, C. A., & Wacker, J. (2008). Defensiveness and anxiety predict frontal EEG asymmetry only in specific situational contexts. Biological Psychology, 78, 43–52. doi:10.1016/j.biopsycho.2007.12.008

    Article  PubMed  Google Scholar 

  • Cummins, T. D., & Finnigan, S. (2007). Theta power is reduced in healthy cognitive aging. International Journal of Psychophysiology, 66, 10–17. doi:10.1016/j.ijpsycho.2007.05.008

    Article  PubMed  Google Scholar 

  • Damasio, A. R., Grabowski, T. J., Bechara, A., Damasio, H., Ponto, L. L., Parvizi, J., & Hichwa, R. D. (2000). Subcortical and cortical brain activity during the feeling of self-generated emotions. Nature Neuroscience, 3, 1049–1056. doi:10.1038/79871

    Article  PubMed  Google Scholar 

  • Dougherty, D. D., Shin, L. M., Alpert, N. M., Pitman, R. K., Orr, S. P., Lasko, M., & Rauch, S. L. (1999). Anger in healthy men: A PET study using script-driven imagery. Biological Psychiatry, 46, 466–472.

    Article  PubMed  Google Scholar 

  • Engels, A. S., Heller, W., Mohanty, A., Herrington, J. D., Banich, M. T., Webb, A. G., & Miller, G. A. (2007). Specificity of regional brain activity in anxiety types during emotion processing. Psychophysiology, 44, 352–363. doi:10.1111/j.1469-8986.2007.00518.x

    Article  PubMed  Google Scholar 

  • Ernst, M., Nelson, E. E., Jazbec, S., McClure, E. B., Monk, C. S., Leibenluft, E., & Pine, D. S. (2005). Amygdala and nucleus accumbens in responses to receipt and omission of gains in adults and adolescents. NeuroImage, 25, 1279–1291. doi:10.1016/j.neuroimage.2004.12.038

    Article  PubMed  Google Scholar 

  • Forbes, E. E., Hariri, A. R., Martin, S. L., Silk, J. S., Moyles, D. L., Fisher, P. M., & Dahl, R. E. (2009). Altered striatal activation predicting real-world positive affect in adolescent major depressive disorder. American Journal of Psychiatry, 166, 64–73. doi:10.1176/appi.ajp.2008.07081336

    Article  PubMed Central  PubMed  Google Scholar 

  • Gottesman, I. I., & Gould, T. D. (2003). The endophenotype concept in psychiatry: Etymology and strategic intentions. American Journal of Psychiatry, 160, 636–645.

    Article  PubMed  Google Scholar 

  • Guyer, A. E., Nelson, E. E., Perez-Edgar, K., Hardin, M. G., Roberson-Nay, R., Monk, C. S., & Ernst, M. (2006). Striatal functional alteration in adolescents characterized by early childhood behavioral inhibition. Journal of Neuroscience, 26, 6399–6405. doi:10.1523/JNEUROSCI.0666-06.2006

    Article  PubMed  Google Scholar 

  • Haber, S. N., Kim, K. S., Mailly, P., & Calzavara, R. (2006). Reward-related cortical inputs define a large striatal region in primates that interface with associative cortical connections, providing a substrate for incentive-based learning. Journal of Neuroscience, 26, 8368–8376. doi:10.1523/JNEUROSCI.0271-06.2006

    Article  PubMed  Google Scholar 

  • Haber, S. N., & Knutson, B. (2010). The reward circuit: Linking primate anatomy and human imaging. Neuropsychopharmacology, 35, 4–26. doi:10.1038/npp.2009.129

    Article  PubMed Central  PubMed  Google Scholar 

  • Harmon-Jones, E., & Allen, J. J. (1998). Anger and frontal brain activity: EEG asymmetry consistent with approach motivation despite negative affective valence. Journal of Personality and Social Psychology, 74, 1310–1316.

    Article  PubMed  Google Scholar 

  • Harmon-Jones, E., Gable, P. A., & Peterson, C. K. (2010). The role of asymmetric frontal cortical activity in emotion-related phenomena: A review and update. Biological Psychology, 84, 451–462. doi:10.1016/j.biopsycho.2009.08.010

    Article  PubMed  Google Scholar 

  • Harmon-Jones, E., & Sigelman, J. (2001). State anger and prefrontal brain activity: Evidence that insult-related relative left-prefrontal activation is associated with experienced anger and aggression. Journal of Personality and Social Psychology, 80, 797–803.

    Article  PubMed  Google Scholar 

  • Hayden, B. Y., Pearson, J. M., & Platt, M. L. (2009). Fictive reward signals in the anterior cingulate cortex. Science, 324, 948–950. doi:10.1126/science.1168488

    Article  PubMed Central  PubMed  Google Scholar 

  • Heller, W., & Nitschke, J. B. (1998). The puzzle of regional brain activity in depression and anxiety: The importance of subtypes and comorbidity. Cognition and Emotion, 12, 421–447. doi:10.1080/026999398379664

    Article  Google Scholar 

  • Heller, W., Nitschke, J. B., Etienne, M. A., & Miller, G. A. (1997). Patterns of regional brain activity differentiate types of anxiety. Journal of Abnormal Psychology, 106, 376–385.

    Article  PubMed  Google Scholar 

  • Hikosaka, O., Bromberg-Martin, E., Hong, S., & Matsumoto, M. (2008). New insights on the subcortical representation of reward. Current Opinion in Neurobiology, 18, 203–208. doi:10.1016/j.conb.2008.07.002

    Article  PubMed Central  PubMed  Google Scholar 

  • Huang, J. J., Yen, C. T., Liu, T. L., Tsao, H. W., Hsu, J. W., & Tsai, M. L. (2013). Effects of dopamine D2 agonist quinpirole on neuronal activity of anterior cingulate cortex and striatum in rats. Psychopharmacology, 227, 459–466. doi:10.1007/s00213-013-2965-4

    Article  PubMed  Google Scholar 

  • Kemp, A. H., Griffiths, K., Felmingham, K. L., Shankman, S. A., Drinkenburg, W., Arns, M., & Bryant, R. A. (2010). Disorder specificity despite comorbidity: Resting EEG alpha asymmetry in major depressive disorder and post-traumatic stress disorder. Biological Psychology, 85, 350–354. doi:10.1016/j.biopsycho.2010.08.001

    Article  PubMed  Google Scholar 

  • Kentgen, L. M., Tenke, C. E., Pine, D. S., Fong, R., Klein, R. G., & Bruder, G. E. (2000). Electroencephalographic asymmetries in adolescents with major depression: Influence of comorbidity with anxiety disorders. Journal of Abnormal Psychology, 109, 797–802.

    Article  PubMed  Google Scholar 

  • Mathersul, D., Williams, L. M., Hopkinson, P. J., & Kemp, A. H. (2008). Investigating models of affect: Relationships among EEG alpha asymmetry, depression, and anxiety. Emotion, 8, 560–572. doi:10.1037/a0012811

    Article  PubMed  Google Scholar 

  • McAdams, D. P. (1985). Power, intimacy, and the life story: Personological inquiries into identity. New York: Guilford Press.

    Google Scholar 

  • McAdams, D. P., Anyidoho, N. A., Brown, C., Huang, Y. T., Kaplan, B., & Machado, M. A. (2004). Traits and stories: Links between dispositional and narrative features of personality. Journal of Personality, 72, 761–784. doi:10.1111/j.0022-3506.2004.00279.x

    Article  PubMed  Google Scholar 

  • McAdams, D. P., Hoffman, B. J., Day, R., & Mansfield, E. D. (1996). Themes of agency and communion in significant autobiographical scenes. Journal of Personality, 64, 339–377. doi:10.1111/j.1467-6494.1996.tb00514.x

    Article  Google Scholar 

  • Meyer, T. J., Miller, M. L., Metzger, R. L., & Borkovec, T. D. (1990). Development and validation of the Penn State Worry Questionnaire. Behavior Research and Therapy, 28, 487–495.

    Article  Google Scholar 

  • Mischel, W., & Shoda, Y. (2010). The situated person. In B. Mesquita, L. F. Barrett, & E. R. Smith (Eds.), The mind in context (pp. 149–168). New York: Guilford Press.

    Google Scholar 

  • Molina, S., & Borkovec, T. D. (1994). The Penn State Worry Questionnaire: Psychometric properties and associated characteristics. In G. C. L. Davey & F. Tallis (Eds.), Worrying: Perspectives on theory, assessment and treatment (pp. 265–283). Oxford: Wiley.

    Google Scholar 

  • Murphy, F. C., Nimmo-Smith, I., & Lawrence, A. D. (2003). Functional neuroanatomy of emotions: A meta-analysis. Cognitive, Affective, & Behavioral Neuroscience, 3, 207–233. doi:10.3758/CABN.3.3.207

    Article  Google Scholar 

  • Nitschke, J. B., Heller, W., Palmieri, P. A., & Miller, G. A. (1999). Contrasting patterns of brain activity in anxious apprehension and anxious arousal. Psychophysiology, 36, 628–637.

    Article  PubMed  Google Scholar 

  • Öngür, D., & Price, J. L. (2000). The organization of networks within the orbital and medial prefrontal cortex of rats, monkeys and humans. Cerebral Cortex, 10, 206–219.

    Article  PubMed  Google Scholar 

  • Pizzagalli, D. A., Sherwood, R. J., Henriques, J. B., & Davidson, R. J. (2005). Frontal brain asymmetry and reward responsiveness: A source-localization study. Psychological Science, 16, 805–813. doi:10.1111/j.1467-9280.2005.01618.x

    Article  PubMed  Google Scholar 

  • Reese, E., Yan, C., Jack, F., & Hayne, H. (2010). Emerging identities: Narrative and self from early childhood to early adolescence. In K. C. McLean & M. Pasupathi (Eds.), Narrative development in adolescence: Creating the storied self (pp. 23–43). Heidelberg: Springer.

    Chapter  Google Scholar 

  • Roberts, J. E., Gilboa, E., & Gotlib, I. H. (1998). Ruminative response style and vulnerability to episodes of dysphoria: Gender, neuroticism, and episode duration. Cognitive Therapy and Research, 22, 401–423.

    Article  Google Scholar 

  • Russell, J. A., Weiss, A., & Mendelsohn, G. A. (1989). Affect grid: A single-item scale of pleasure and arousal. Journal of Personality and Social Psychology, 57, 493–502. doi:10.1037/0022-3514.57.3.493

    Article  Google Scholar 

  • Schultz, W. (2000). Multiple reward signals in the brain. Nature Reviews Neuroscience, 1, 199–207. doi:10.1038/35044563

    Article  PubMed  Google Scholar 

  • Schweimer, J., & Hauber, W. (2006). Dopamine D1 receptors in the anterior cingulate cortex regulate effort-based decision making. Learning and Memory, 13, 777–782. doi:10.1101/lm.409306

    Article  PubMed Central  PubMed  Google Scholar 

  • Shrout, P. E., & Fleiss, J. L. (1979). Intraclass correlations: Uses in assessing rater reliability. Psychological Bulletin, 86, 420–428.

    Article  PubMed  Google Scholar 

  • Sutton, S. K., & Davidson, R. J. (1997). Prefrontal brain asymmetry: A biological substrate of the behavioral approach and inhibition systems. Psychological Science, 8, 204–210. doi:10.1111/j.1467-9280.1997.tb00413.x

    Article  Google Scholar 

  • Thibodeau, R., Jorgensen, R. S., & Kim, S. (2006). Depression, anxiety, and resting frontal EEG asymmetry: A meta-analytic review. Journal of Abnormal Psychology, 115, 715–729. doi:10.1037/0021-843X.115.4.715

    Article  PubMed  Google Scholar 

  • Tomarken, A. J., & Davidson, R. J. (1994). Frontal brain activation in repressors and nonrepressors. Journal of Abnormal Psychology, 103, 339–349.

    Article  PubMed  Google Scholar 

  • Treynor, W., Gonzalez, R., & Nolen-Hoeksema, S. (2003). Rumination reconsidered: A psychometric analysis. Cognitive Therapy and Research, 27, 247–259.

    Article  Google Scholar 

  • Udo de Haes, J. I., Maguire, R. P., Jager, P. L., Paans, A. M. J., & den Boer, J. A. (2007). Methylphenidate-induced activation of the anterior cingulate but not the striatum: A [15O]H2O PET study in healthy volunteers. Human Brain Mapping, 28, 625–635. doi:10.1002/hbm.20293

    Article  PubMed  Google Scholar 

  • Wacker, J., Chavanon, M. L., & Stemmler, G. (2006). Investigating the dopaminergic basis of extraversion in humans: A multilevel approach. Journal of Personality and Social Psychology, 91, 171–187. doi:10.1037/0022-3514.91.1.171

    Article  PubMed  Google Scholar 

  • Wacker, J., Chavanon, M. L., & Stemmler, G. (2010). Resting EEG signatures of agentic extraversion: New results and meta-analytic integration. Journal of Research in Personality, 44, 167–179. doi:10.1016/j.jrp.2009.12.004

    Article  Google Scholar 

  • Wacker, J., Dillon, D. G., & Pizzagalli, D. A. (2009). The role of the nucleus accumbens and rostral anterior cingulate cortex in anhedonia: Integration of resting EEG, fMRI, and volumetric techniques. NeuroImage, 46, 327–337. doi:10.1016/j.neuroimage.2009.01.058

    Article  PubMed Central  PubMed  Google Scholar 

  • Wiedemann, G., Pauli, P., Dengler, W., Lutzenberger, W., Birbaumer, N., & Buchkremer, G. (1999). Frontal brain asymmetry as a biological substrate of emotions in patients with panic disorders. Archives of General Psychiatry, 56, 78–84.

    Article  PubMed  Google Scholar 

  • Yik, M., Russell, J. A., & Steiger, J. H. (2011). A 12-point circumplex structure of core affect. Emotion, 11, 705–731. doi:10.1037/a0023980

    Article  PubMed  Google Scholar 

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Walden, K., Pornpattananangkul, N., Curlee, A. et al. Posterior versus frontal theta activity indexes approach motivation during affective autobiographical memories. Cogn Affect Behav Neurosci 15, 132–144 (2015). https://doi.org/10.3758/s13415-014-0322-7

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