A brain network instantiating approach and avoidance motivation

Psychophysiology

Volumn 49, Issue 9, 2012, Pages 1200-1214

  Spielberg, Jeffrey M ^a,b   Miller, Gregory A ^b,c,d   Warren, Stacie L ^b   Engels, Anna S ^b,e   Crocker, Laura D ^b   Banich, Marie T ^f   Sutton, Bradley P ^g   Heller, Wendy ^b  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

^c UNIVERSITY OF DELAWARE   (United States)

^d UNIVERSITY OF KONSTANZ   (Germany)

^e PENNSYLVANIA STATE UNIVERSITY   (United States)

^f UNIVERSITY OF COLORADO   (United States)

^g University of Illinois at Urbana Champaign   (United States)

Author keywords

fMRI PET MRI; Motivation; Normal volunteers

Indexed keywords

EID: 84865296227     PISSN: 00485772     EISSN: 14698986     Source Type: Journal    
DOI: 10.1111/j.1469-8986.2012.01443.x     Document Type: Article

References (69)

1. Adolphs, R., Tranel, D., Damasio, H., & Damasio, A. R. (1995). Fear and the human amygdala. The Journal of Neuroscience, 15, 5879- 5891.
2. Amiez, C., & Petrides, M. (2009). Feedback valuation processing within the prefrontal cortex. In J. C. Dreher & L. Tremblay (Eds.), Handbook of reward and decision making (pp. 213-228). London: Academic Press.
3. Andersson, J. L. R., Jenkinson, M., & Smith, S. (2007). Non-linear optimization (Tech. Rep. TR07JA1). Oxford, United Kingdom: University of Oxford, FMRIB Centre.
4. Ballard, I. C., Murty, V. P., Carter, R. M., MacInnes, J. J., Heuttel, S. A., & Adcock, R. A. (2011). Dorsolateral prefrontal cortex drives mesolimbic dopaminergic regions to initiate motivated behavior. Journal of Neuroscience, 31, 10340-10346. doi:10.1523/JNEUROSCI.0895-11.2011
5. Banich, M. T., Milham, M. P., Atchley, R., Cohen, N. J., Webb, A., Wszalek, T., ... Mangin, R. (2000). fMRI studies of Stroop tasks reveal unique roles of anterior and posterior brain systems in attentional selection. Journal of Cognitive Neuroscience, 12, 988-1000. doi:10.1162/08989290051137521
6. Beckmann, C., & Smith, S. (2004). Probabilistic independent component analysis for functional magnetic resonance imaging. IEEE Transactions on Medical Imaging, 23, 137-152. doi:10.1109/TMI.2003.822821
7. Beckmann, M., Johansen-Berg, H., & Rushworth, M. (2009). Connectivity-based parcellation of human cingulate cortex and its relation to functional specialization. Journal of Neuroscience, 29, 1175-1190. doi:10.1523/JNEUROSCI.3328-08.2009
8. Berkman, E. T., & Lieberman, M. D. (2009). The neuroscience of goal pursuit: Bridging gaps between theory and data. In G. B. Moskowitz & H. Grant (Eds.), The psychology of goals (pp. 98-126). New York: Guilford Press.
9. Berkman, E. T., & Lieberman, M. D. (2010). Approaching the bad and avoiding the good: Lateral prefrontal cortical asymmetry distinguishes between action and valence. Journal of Cognitive Neuroscience, 22, 1970-1979. doi:10.1162/jocn.2009.21317
10. Bollen, K.A. (1989). Structural equations with latent variables. New York: John Wiley & Sons.
11. Buckner, R. L., & Carroll, D. C. (2007). Self-projection and the brain. Trends in Cognitive Sciences, 11, 49-57. doi:10.1016/j.tics.2006.11.004
12. Bush, G., Luu, P., & Posner, M. I. (2000). Cognitive and emotional influences in anterior cingulate cortex. Trends in Cognitive Sciences, 4, 215-222. doi:10.1016/S1364-6613(00)01483-2
13. Bush, G., Vogt, B. A., Holmes, J., Dale, A. M., Greve, D., Jenike, M., & Rosen, B. R. (2002). Dorsal anterior cingulate cortex: A role in reward-based decision making. Proceedings of the National Academy of Sciences, USA, 99, 523-528. doi:10.1073/pnas.012470999
14. Cain, C. K., & LeDoux, J. E. (2008). Emotional processing and motivation: In search of brain mechanisms. In A. E. Elliot (Ed.), Handbook of approach and avoidance motivation (pp. 17-34). New York: Psychology Press.
15. Carter, C. S., Braver, T. S., Barch, D. M., Botvinick, M. M. Noll, D., & Cohen, J. D. (1998). Anterior cingulate cortex, error detection, and the online monitoring of performance. Science, 280, 747-749. doi:10.1126/science.280.5364.747
16. 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
17. Compton, R. J., Banich, M. T., Mohanty, A., Milham, M. P., Herrington, J., Miller, G. A., ... Heller, W. (2003). Paying attention to emotion: An fMRI investigation of cognitive and emotional Stroop tasks. Cognitive, Affective & Behavioral Neuroscience, 3, 81-96. doi:10.3758/CABN.3.2.81
18. Costa, P. T., & McCrae, R. R. (1992). Revised NEO personality inventory (NEOPI-R and Five Factor Inventory (NEO-FFI) professional manual. Odessa, FL: Psychological Assessment Resources.
19. Davidson, R. J., & Irwin, W. (1999). The functional neuroanatomy of emotion and affective style. Trends in Cognitive Sciences, 3, 11-21. doi:10.1016/S0896-6273(04)00264-8
20. Dosenbach, N. U. F., Fair, D. A., Cohen, A. L., Schlaggar, B. L., & Petersen, S. E. (2008). A dual-networks architecture of top-down control. Trends in Cognitive Sciences, 12, 99-105. doi:10.1016/j.tics.2008.01.001
21. Elliot, A. J., & Covington, M. V. (2001). Approach and avoidance motivation. Educational Psychology Review, 13, 73-92. doi:10.1023/A:1009009018235
22. Elliot, A. J., & Thrash, T. M. (2002). Approach-avoidance motivation in personality: Approach and avoidance temperaments and goals. Journal of Personality and Social Psychology, 82, 804-818. doi:10.1037/0022-3514.82.5.804
23. Elliott, R., Dolan, R. J., & Frith, C. D. (2000). Dissociable functions in the medial and lateral orbitofrontal cortex: Evidence from human neuroimaging studies. Cerebral Cortex, 10, 308-317. doi:10.1093/cercor/10.3.308
24. Fonov, V. S., Evans, A. C., McKinstry, R. C., Almli, C. R., & Collins, D. L. (2009). Unbiased nonlinear average age-appropriate brain templates from birth to adulthood. NeuroImage, 47, S102. doi:10.1016/S1053-8119(09)70884-5
25. Frith, C. D. (2000). The role of dorsolateral prefrontal cortex in the selection of action as revealed by functional imaging. In S. Monsell & J. Driver (Eds.), Control of cognitive processes: Attention and performance XVIII (pp. 549-565). Cambridge, MA: MIT Press.
26. Gray, J. A. (1994). Three fundamental emotion systems. In P. Ekman & R. J. Davidson (Eds.), The nature of emotion (pp. 243-247). New York: Oxford University Press.
27. Haber, S. N. (2009). Anatomy and connectivity of the reward circuit. In J. C. Dreher & L. Tremblay (Eds.), Handbook of reward and decision making (pp. 3-27). London: Academic Press.
28. Hare, T. A., Camerer, C. F., & Rangel, A. (2009). Self-control in decision-making involves modulation of the vmPFC valuation system. Science, 324, 646-648. doi:10.1126/science.1168450
29. Heller, W. (1993). Neuropsychological mechanisms of individual differences in emotion, personality, and arousal. Neuropsychology, 7, 476-489. doi:10.1037/0894-4105.7.4.476
30. Herd, S. A., Banich, M. T., & O'Reilly, R. C. (2006). Neural mechanisms of cognitive control: An integrative model of Stroop task performance and fMRI data. Journal of Cognitive Neuroscience, 18, 22-32. doi:10.1162/089892906775250012
31. Holland, P. C., & Gallagher, M. (2004). Aygdala-frontal interactions and reward expectancy. Current Opinion in Neurobiology, 14, 148-155. doi:10.1016/j.conb.2004.03.007
32. Jenkinson, M., Bannister, P., Brady, M., & Smith, S. (2003). Improved optimization for the robust and accurate linear registration and motion correction of brain images. NeuroImage, 17, 825-841. doi:10.1016/S1053-8119(02)91132-8
33. Johnson, M., Raye, C., Mitchell, K., Touryan, S., Greene, E., & Nolen-Hoeksema, S. (2006). Dissociating medial frontal and posterior cingulate activity during self-reflection. Social Cognitive & Affective Neuroscience, 1, 56-64. doi:10.1093/scan/nsl004
34. Knutson, B., Taylor, J., Kaufman, M., Peterson, R., & Glover, G. (2005). Distributed neural representation of expected value. Journal of Neuroscience, 25, 4806-4812. doi:10.1523/JNEUROSCI.0642-05.2005
35. Kouneiher, F., Charron, S., & Koechlin, E. (2009). Motivation and cognitive control in the human prefrontal cortex. Nature Neuroscience, 12, 939-947. doi:10.1038/nn.2321
36. Kringelbach, M. L., & Rolls, E. T. (2004). The functional neuroanatomy of the human orbitofrontal cortex: Evidence from neuroimaging and neuropsychology. Progress in Neurobiology, 72, 341-372. doi:10.1016/j.pneurobio.2004.03.006
37. Lang, P. J., Bradley, M. M., & Cuthbert, B. N. (1998). Emotion, motivation, and anxiety: Brain mechanisms and psychophysiology. Biological Psychiatry, 44, 1248-1263. doi:10.1037/0735-7044.112.5.1069
38. Lazar, M. A. (2008). The statistical analysis of functional MRI data. New York: Springer.
39. MacDonald, A. W., Cohen, J. D., Stenger, V. A., & Carter, C. A. (2000). Dissociating the role of the dorsolateral prefrontal and anterior cingulate cortex in cognitive control. Science, 288, 1835-1838. doi:10.1126/science.288.5472.1835
40. Maddock, R. J. (1999). The retrosplenial cortex and emotion: New insights from functional neuroimaging of the human brain. Trends in Neurosciences, 22, 310-316. doi:10.1016/S0166-2236(98)01374-5
41. Miller, E. K., & Cohen, J. D. (2001). An integrative theory of prefrontal cortex function. Annual Review of Neuroscience, 24, 167-202. doi:10.1146/annurev.neuro.24.1.167
42. Nichols, T., Brett, M., Andersson, J., Wager, T., & Poline, J. B. (2005). Valid conjunction inference with the minimum statistic. NeuroImage, 25, 653-660. doi:10.1016/j.neuroimage.2004.12.005
43. O'Doherty, J. P. (2007). Lights, camembert, action! The role of human orbitofrontal cortex in encoding stimuli, rewards, and choices. Annals or the New York Academy of Sciences, 1121, 254-272. doi:10.1196/annals.1401.036
44. O'Doherty, J. P., & Dolan, R. J. (2006). The role of human orbitofrontal cortex in reward prediction and behavioral choice: Insights from neuroimaging. In D. H. Zald & S. L. Rauch (Eds.), The orbitofrontal cortex (pp. 265-284). Oxford, United Kingdom: Oxford University Press.
45. Pessoa, L., & Adolphs, R. (2010). Emotion processing and the amygdala: From a "low road" to "many roads" of evaluating biological significance. Nature Reviews Neuroscience, 11, 773-782. doi:10.1038/nrn2920
46. Peters, J., & Buchel, C. (2010). Episodic future thinking reduces reward delay discounting through an enhancement of prefrontal-mediotemporal interactions. Neuron, 66, 138-148. doi:10.1016/j.neuron.2010.03.026
47. Porcelli, A. J., & Delgado, M. R. (2009). Reward processing in the human brain: Insights from fMRI. In J. C. Dreher & L. Tremblay (Eds.), Handbook of reward and decision making (pp. 165-184). London: Academic Press.
48. Rangel, A., & Hare, T. (2010). Neural computations associated with goal-directed choice. Current Opinion in Neurobiology, 20, 262-270. doi:10.1016/j.conb.2010.03.001
49. Rushworth, M., & Behrens, T. (2008). Choice, uncertainty and value in prefrontal and cingulate cortex. Nature Neuroscience, 11, 389-397. doi:10.1038/nn2066
50. Rushworth, M., Behrens, T., Rudebeck, P. H., & Walton, M. E. (2007). Contrasting roles for the cingulate and orbitofrontal cortex in decisions and social behavior. Trends in Cognitive Sciences, 11, 168-176. doi:10.1016/j.tics.2007.01.004
51. Sabatinelli, D., Bradley, M. M., Fitzsimmons, J. R., & Lang, P. J. (2005). Parallel amygdala and inferotemporal activation reflect emotional intensity and fear relevance. NeuroImage, 24, 1265-1270. doi:10.1016/j.neuroimage.2004.12.015
52. Sakagami, S., & Watanabe, M. (2007). Integration of cognitive and motivational information in the primate lateral prefrontal cortex. Annals of the New York Academy of Sciences, 1104, 89-107. doi:10.1196/annals.1390.010
53. Seeley, W. W., Menon, V., Schatzberg, A. F., Keller, J., Glover, G. H., Kenna, H., ... Greicius, M. D. (2007). Dissociable intrinsic connectivity networks for salience processing and executive control. Journal of Neuroscience, 27, 2349-2356. doi:10.1523/JNEUROSCI.5587-06.2007
54. Spielberg, J. M., Heller, W., Silton, R. L., Stewart, J. L., & Miller, G. A. (2011). Approach and avoidance profiles distinguish dimensions of anxiety and depression. Cognitive Therapy and Research, 35, 359-371. doi:10.1007/s10608-011-9364-0
55. Spielberg, J. M., Miller, G. A., Engels, A. S., Herrington, J. D., Sutton, B. P., Banich, M. T., & Heller, W. (2011). Trait approach and avoidance motivation: Lateralized neural activity associated with executive function. NeuroImage, 54, 661-670. doi:10.1016/j.neuroimage.2010.08.037
56. Spielberg, J. M., Miller, G. A., Warren, S. L., Engels, A. S., Sutton, B. P., & Heller, W. (2012). Trait motivation moderates neural activation associated with goal pursuit. Cognitive, Affective, & Behavioral Neuroscience, 12, 308-322. doi:10.3758/s13415-012-0088-8
57. Spielberg, J. M., Stewart, J. L., Levin, R. L., Miller, G. A., & Heller, W. (2008). Prefrontal cortex, emotion, and approach/withdrawal motivation. Social and Personality Psychology Compass, 2, 135-153. doi:10.1111/j.1751-9004.2007.00064.x
58. Staudinger, M. R., Erk, S., & Walter, H. (2011). Dorsolateral prefrontal cortex modulates striatal reward encoding during reappraisal of reward anticipation. Cerebral Cortex, 21, 2578-2588. doi:10.1093/cercor/bhr041
59. Stroop, J. R. (1935). Studies of interference in serial verbal reactions. Journal of Experimental Psychology: General, 18, 643-662. doi:10.1037/h0054651
60. Szatkowska, I., Bogorodzki, P., Wolak, T., Marchewka, A., & Szeszkowski, W. (2008). The effect of motivation on working memory: An fMRI and SEM study. Neurobiology of Learning and Memory, 90, 475-478. doi:10.1016/j.nlm.2008.06.001
61. Taylor, S. F., Welsh, R. C., Wager, T. D., Phan, K. L., Fitzgerald, K. D., & Gehring, W. J. (2004). A functional neuroimaging study of motivation and executive function. NeuroImage, 21, 1045-1054. doi:10.1016/j.neuroimage.2003.10.032
62. Tomarken, A. J., & Keener, A. D. (1998). Frontal brain asymmetry and depression: A self-regulatory perspective. Cognition and Emotion, 12, 387-420. doi:10.1080/026999398379655
63. Tremblay, L., Worbe, Y., & Hollerman, J. R. (2009). The ventral striatum: A heterogenous structure involved in reward processing, motivation, and decision-making. In J. C. Dreher & L. Tremblay (Eds.), Handbook of reward and decision making (pp. 51-77). London: Academic Press.
64. Tricomi, E. M., Delgado, M. R., & Fiez, J. A. (2004). Modulation of caudate activity by action contingency. Neuron, 41, 281-292. doi:10.1016/S0896-6273(03)00848-1
65. Wager, T. D., Feldman Barrett, L., Bliss-Moreau, E., Lindquist, K. A., Duncan, S., Kober, H., ... Mize, J. (2008). The neuroimaging of emotion. In M. Lewis, J. M. Haviland-Jones, & L. Feldman-Barrett (Eds.), Handbook of emotions (3rd ed., pp. 272-290). New York: Guilford Press.
66. Wager, T. D., & Smith, E. E. (2003). Neuroimaging studies of working memory: A meta-analysis. Cognitive, Affective, & Behavioral Neuroscience, 3, 255-274. doi:10.3758/CABN.3.4.255
67. Ward, D. B. (2000). Simultaneous inference for FMRI data. Retrieved from http://afni.nimh.nih.gov./pub/dist/doc/manual/AlphaSim.pdf
68. Watson, D., & Clark, L. A. (1993). Behavioral disinhibition versus constraint: A dispositional perspective. In D. M. Wegner & J. W. Pennebaker (Eds.), Handbook of mental control (pp. 506-527). New York: Prentice Hall.
69. Woolrich, M. W., Ripley, B. D., Brady, M., & Smith, S. M. (2001). Temporal autocorrelation in univariate linear modeling fMRI data. NeuroImage, 14, 1370-1386. doi:10.1006/nimg.2001.0931