Functional imaging studies of emotion regulation: a synthetic review and evolving model of the cognitive control of emotion
Kevin N. Ochsner
Department of Psychology, Columbia University, New York, New York
Search for more papers by this authorJennifer A. Silvers
Department of Psychology, Columbia University, New York, New York
Search for more papers by this authorJason T. Buhle
Department of Psychology, Columbia University, New York, New York
Search for more papers by this authorKevin N. Ochsner
Department of Psychology, Columbia University, New York, New York
Search for more papers by this authorJennifer A. Silvers
Department of Psychology, Columbia University, New York, New York
Search for more papers by this authorJason T. Buhle
Department of Psychology, Columbia University, New York, New York
Search for more papers by this authorAbstract
This paper reviews and synthesizes functional imaging research that over the past decade has begun to offer new insights into the brain mechanisms underlying emotion regulation. Toward that end, the first section of the paper outlines a model of the processes and neural systems involved in emotion generation and regulation. The second section surveys recent research supporting and elaborating the model, focusing primarily on studies of the most commonly investigated strategy, which is known as reappraisal. At its core, the model specifies how prefrontal and cingulate control systems modulate activity in perceptual, semantic, and affect systems as a function of one's regulatory goals, tactics, and the nature of the stimuli and emotions being regulated. This section also shows how the model can be generalized to understand the brain mechanisms underlying other emotion regulation strategies as well as a range of other allied phenomena. The third and last section considers directions for future research, including how basic models of emotion regulation can be translated to understand changes in emotion across the life span and in clinical disorders.
References
- 1
Eisenberg, N.
2000. Emotion, regulation, and moral development.
Annu. Rev. Psychol.
51: 665–697.
- 2
Fernandez, E. &
D.C. Turk. 1989. The utility of cognitive coping strategies for altering pain perception: a meta-analysis.
Pain
38: 123–135.
- 3
Diener, E.
1984. Subjective well-being.
Psychol. Bull.
95: 542–575.
- 4
Wilson, B.J. &
J.M. Gottman. 1996. Stress, Coping, and Resiliency in Children and Families . E.M. Hetherington &
E.A. Blechman, Eds.: 189–228. Lawrence Erlbaum.
Hillsdale
,
NJ
.
- 5
Ayduk, O.
et al
. 2000. Regulating the interpersonal self: strategic self-regulation for coping with rejection sensitivity.
J. Pers. Soc. Psychol.
79: 776–792.
- 6
Gross, J.J. &
R.F. Munoz. 1995. Emotion regulation and mental health.
Clin. Psychol.: Sci. Prac.
2: 151–164.
- 7
Mittal, D.,
R. Torres,
A. Abashidze &
N. Jimerson. 2001. Worsening of post-traumatic stress disorder symptoms with cognitive decline: case series.
J. Geriatr. Psychiatry Neurol.
14: 17–20.
- 8
Gross, J.J. &
R.A. Thompson. 2007. Handbook of Emotion Regulation.
Guilford Press.
New York
.
- 9
Ochsner, K.N. &
J.J. Gross. 2008. Cognitive emotion regulation: insights from social cognitive and affective neuroscience.
Curr. Dir. Psychol. Sci.
17: 153–158.
- 10
Ochsner, K.N. &
J.J. Gross. 2005. The cognitive control of emotion.
Trends Cogn. Sci.
9: 242–249.
- 11
Marr, D.
1982. Vision: A Computational Investigation into the Human Representation and Processing of Visual Information . W.H. Freeman.
San Francisco
.
- 12
Ochsner, K.
2007. Social Psychology: A Handbook of Basic Principles.
A. Kruglanksi &
E.T. Higgins, Eds.: 39–66. Guilford Press.
New York
.
- 13
Ochsner, K.N. &
S.M. Kosslyn. 2012. The Oxford Handbook of Cognitive Neuroscience.
K.N. Ochsner &
S.M. Kosslyn, Eds. Oxford University Press.
New York
.
- 14
Gross, J.J. &
L.F. Barrett. 2011. Emotion generation and emotion regulation: one or two depends on your point of view.
Emot. Rev.
3: 8–16.
- 15
McRae, K.,
S. Misra,
A.K. Prasad,
et al
. 2012. Bottom-up and top-down emotion generation: implications for emotion regulation.
Soc. Cogn. Affect Neurosci.
7: 253–262.
- 16
Ochsner, K.N.
et al
. 2009. Bottom-up and top-down processes in emotion generation: common and distinct neural mechanisms.
Psychol. Sci.
20: 1322–1331.
- 17
Barrett, L.F.,
B. Mesquita,
K.N. Ochsner &
J.J. Gross. 2007. The experience of emotion.
Annu. Rev. Psychol.
58: 373–403.
- 18
K.R. Scherer,
A. Schorr &
T. Johnstone, Eds. 2001. Appraisal Processes in Emotion: Theory, Methods, Research.
Oxford University Press.
New York
.
- 19
Wager, T.D.
et al
. 2008. The Handbook of Emotion . M. Lewis,
J.M. Haviland-Jones &
L.F. Barrett, Eds.: 249–271. Guilford.
New York
.
- 20
Kober, H.
et al
. 2008. Functional grouping and cortical-subcortical interactions in emotion: a meta-analysis of neuroimaging studies.
Neuroimage
42: 998–1031.
- 21
Mauss, I.B.,
R.W. Levenson,
L. McCarter,
et al
. 2005. The tie that binds? Coherence among emotion experience, behavior, and physiology.
Emotion
5: 175–190.
- 22
Kalisch, R.
2009. The functional neuroanatomy of reappraisal: time matters.
Neurosci. Biobehav. Rev.
33: 1215–1226.
- 23
Cunningham, W.A.,
J.J. Van Bavel &
I.R. Johnsen. 2008. Affective flexibility: evaluative processing goals shape amygdala activity.
Psychol. Sci.
19: 152–60.
- 24
Cunningham, W.A.,
N.L. Arbuckle,
A. Jahn,
et al
. 2011. Aspects of neuroticism and the amygdala: chronic tuning from motivational styles.
Neuropsychologia
48: 3399–3404.
- 25
Phelps, E.A.
2006. Emotion and cognition: insights from studies of the human amygdala.
Annu. Rev. Psychol.
57: 27–53.
- 26
Hariri, A.R. &
P.J. Whalen. 2011. The amygdala: inside and out.
F1000 Biol. Rep.
3: 2.
- 27
Davis, M. &
P.J. Whalen. 2001. The amygdala: vigilance and emotion.
Mol. Psychiatry
6: 13–34.
- 28
Anderson, A.K.
et al
. 2003. Dissociated neural representations of intensity and valence in human olfaction.
Nat. Neurosci.
6: 196–202.
- 29
Neta, M. &
P.J. Whalen. 2011. The primacy of negative interpretations when resolving the valence of ambiguous facial expressions.
Psychol. Sci.
21: 901–907.
- 30
Whalen, P.J.
et al
. 2004. Human amygdala responsivity to masked fearful eye whites.
Science
306: 2061.
- 31
Vuilleumier, P. &
G. Pourtois. 2007. Distributed and interactive brain mechanisms during emotion face perception: evidence from functional neuroimaging.
Neuropsychologia
45: 174–1794.
- 32
Knutson, B. &
J.C. Cooper. 2005. Functional magnetic resonance imaging of reward prediction.
Curr. Opin. Neurol.
18: 411–417.
- 33
O’Doherty, J.P.
2004. Reward representations and reward-related learning in the human brain: insights from neuroimaging.
Curr. Opin. Neurobiol.
14: 769–776.
- 34
Schultz, W.
2007. Multiple dopamine functions at different time courses.
Annu. Rev. Neurosci.
30: 259–288.
- 35
Cunningham, W.A.,
I.R. Johnsen &
A.S. Waggoner. 2011. Orbitofrontal cortex provides cross-modal valuation of self-generated stimuli.
Soc. Cogn. Affect Neurosci.
6: 286–293.
- 36
Ongur, D.,
A.T. Ferry &
J.L. Price. 2003. Architectonic subdivision of the human orbital and medial prefrontal cortex.
J. Comp. Neurol.
460: 425–449.
- 37
Price, J.L.
1999. Prefrontal cortical networks related to visceral function and mood.
Ann. N. Y. Acad. Sci.
877: 383–396.
- 38
Davachi, L.
2006. Item, context and relational episodic encoding in humans.
Curr. Opin. Neurobiol.
16: 693–700.
- 39
Murray, E.A.,
J.P. O’Doherty &
G. Schoenbaum. 2007. What we know and do not know about the functions of the orbitofrontal cortex after 20 years of cross-species studies.
J. Neurosci.
27: 8166–8169.
- 40
Fellows, L.K.
2011. Orbitofrontal contributions to value-based decision making: evidence from humans with frontal lobe damage.
Ann. N. Y. Acad. Sci.
1239: 51–58.
- 41
Schoenbaum, G.,
Y. Takahashi,
T.L. Liu &
M.A. McDannald. 2011. Does the orbitofrontal cortex signal value
Ann. N. Y. Acad. Sci.
1239: 87–99.
- 42
Rudebeck, P.H. &
E.A. Murray. 2011. Balkanizing the primate orbitofrontal cortex: distinct subregions for comparing and contrasting values.
Ann. N. Y. Acad. Sci.
1239: 1–13.
- 43
Ochsner, K.N.,
S.A. Bunge,
J.J. Gross &
J.D. Gabrieli. 2002. Rethinking feelings: an FMRI study of the cognitive regulation of emotion.
J. Cogn. Neurosci.
14: 1215–1229.
- 44
Schoenbaum, G.,
M.P. Saddoris &
T.A. Stalnaker. 2007. Reconciling the roles of orbitofrontal cortex in reversal learning and the encoding of outcome expectancies.
Ann. N. Y. Acad. Sci.
1121: 320–335.
- 45
Roy, M.,
D. Shohamy &
T.D. Wager. 2012. Ventromedial prefrontal-subcortical systems and the generation of affective meaning.
Trends Cogn. Sci.
16: 147–156.
- 46
Oya, H.
et al
. 2005. Electrophysiological correlates of reward prediction error recorded in the human prefrontal cortex.
Proc. Natl. Acad. Sci. U.S.A.
102: 8351–8356.
- 47
Hare, T.A.,
C.F. Camerer &
A. Rangel. 2009. Self-control in decision-making involves modulation of the vmPFC valuation system.
Science
324: 646–648.
- 48
Beer, J.S.,
E.A. Heerey,
D. Keltner,
et al
. 2003. The regulatory function of self-conscious emotion: insights from patients with orbitofrontal damage.
J. Pers. Soc. Psychol.
85: 594–604.
- 49
Damasio, A.
1994. Descartes’ Error: Emotion, Reason, and the Human Brain . G.P. Putnam.
New York
.
- 50
Mufson, E.J. &
M.M. Mesulam. 1982. Insula of the old world monkey. II: Afferent cortical input and comments on the claustrum.
J. Comp. Neurol.
212: 23–37.
- 51
Craig, A.D.
2009. How do you feel–now? The anterior insula and human awareness.
Nat. Rev. Neurosci.
10: 59–70.
- 52
Wager, T.D. &
L. Feldman Barrett. 2004. From affect to control: functional specialization of the insula in motivation and regulation. URL
http://www.affective-science.org/pubs/2004/Wager_Edfest_submitted_copy.pdf
[accessed 20 August 2012].
- 53
Calder, A.J.,
A.D. Lawrence &
A.W. Young. 2001. Neuropsychology of fear and loathing.
Nat. Rev. Neurosci.
2: 352–363.
- 54
Augustine, J.R.
1996. Circuitry and functional aspects of the insular lobe in primates including humans.
Brain Res. Rev.
22: 229–244.
- 55
Nitschke, J.B.,
I. Sarinopoulos,
K.L. Mackiewicz,
et al
. 2006. Functional neuroanatomy of aversion and its anticipation.
Neuroimage
29: 106–116.
- 56
Critchley, H.D.,
S. Wiens,
P. Rotshtein,
et al
. 2004. Neural systems supporting interoceptive awareness.
Nat. Neurosci.
7: 189–195.
- 57
Williams, L.E.,
J.A. Bargh,
C.C. Nocera &
J.R. Gray. 2009. The unconscious regulation of emotion: nonconscious reappraisal goals modulate emotional reactivity.
Emotion
9: 847–854.
- 58
Gross, J.J.
1998. The emerging field of emotion regulation: an integrative review.
Rev. Gen. Psychol.
2: 271–299.
- 59
Davis, J.I.,
J.J. Gross &
K.N. Ochsner. 2009. Psychological distance and emotional experience: what you see is what you get.
Emotion
11: 438–444.
- 60
Gross, J.J.
1998. Antecedent- and response-focused emotion regulation: divergent consequences for experience, expression, and physiology.
J. Pers. Soc. Psychol.
74: 224–237.
- 61
McRae, K.
et al
. 2010. The neural bases of distraction and reappraisal.
J. Cogn. Neurosci.
22: 248–262.
- 62
Urry, H.L.
2009. Using reappraisal to regulate unpleasant emotional episodes: goals and timing matter.
Emotion
9: 782–797.
- 63
Jackson, D.C.,
J.R. Malmstadt,
C.L. Larson &
R.J. Davidson. 2000. Suppression and enhancement of emotional responses to unpleasant pictures.
Psychophysiology
37: 515–522.
- 64
Ayduk, O. &
E. Kross. 2008. Enhancing the pace of recovery: self-distanced analysis of negative experiences reduces blood pressure reactivity.
Psychol. Sci.
19: 229–231.
- 65
Kross, E. &
O. Ayduk. 2008. Facilitating adaptive emotional analysis: distinguishing distanced-analysis of depressive experiences from immersed-analysis and distraction.
Pers. Soc. Psychol. Bull.
34: 924–938.
- 66
Goldin, P.R.,
K. McRae,
W. Ramel &
J.J. Gross. 2008. The neural bases of emotion regulation: reappraisal and suppression of negative emotion.
Biol. Psychiatry
63: 577–586.
- 67
Davis, J.I.,
A. Senghas &
K.N. Ochsner. 2009. How does facial feedback modulate emotional experience
J. Res. Pers.
43: 822–829.
- 68
Miller, E.K.
2000. The prefrontal cortex and cognitive control.
Nat. Rev. Neurosci.
1: 59–65.
- 69
Wager, T.D.,
J. Jonides &
S. Reading. 2004. Neuroimaging studies of shifting attention: a meta-analysis.
Neuroimage
22: 1679–1693.
- 70
Wager, T.D. &
E.E. Smith. 2003. Neuroimaging studies of working memory: a meta-analysis.
Cogn. Affect Behav. Neurosci.
3: 255–274.
- 71
Botvinick, M.M.,
J.D. Cohen &
C.S. Carter. 2004. Conflict monitoring and anterior cingulate cortex: an update.
Trends Cogn. Sci.
8: 539–546.
- 72
Badre, D. &
A.D. Wagner. 2007. Left ventrolateral prefrontal cortex and the cognitive control of memory.
Neuropsychologia
45: 2883–2901.
- 73
Thompson-Schill, S.L.,
M. Bedny &
R.F. Goldberg. 2005. The frontal lobes and the regulation of mental activity.
Curr. Opin. Neurobiol.
15: 219–224.
- 74
Olsson, A. &
K.N. Ochsner. 2008. The role of social cognition in emotion.
Trends Cogn. Sci.
12: 65–71.
- 75
Mitchell, J.P.
2009. Inferences about mental states.
Philos. Trans. R. Soc. Lond. B Biol. Sci.
364: 1309–1316.
- 76
Ochsner, K.N.
et al
. 2004. For better or for worse: neural systems supporting the cognitive down- and up-regulation of negative emotion.
Neuroimage
23: 483–499.
- 77
Aron, A.R.,
T.W. Robbins &
R.A. Poldrack. 2004. Inhibition and the right inferior frontal cortex.
Trends Cogn. Sci.
8: 170–177.
- 78
Konishi, S.
et al
. 1999. Common inhibitory mechanism in human inferior prefrontal cortex revealed by event-related functional MRI.
Brain
122: 981–991.
- 79
Lieberman, M.D.
et al
. 2007. Putting feelings into words: affect labeling disrupts amygdala activity in response to affective stimuli.
Psychol. Sci.
18: 421–428.
- 80
Ochsner, K.N.
2005. Social Neuroscience: People Thinking about People . J.T. Cacioppo, Ed.: 245–268. MIT Press.
Cambridge
,
MA
.
- 81
Domes, G.
et al
. 2010. The neural correlates of sex differences in emotional reactivity and emotion regulation.
Hum. Brain Mapp.
31: 758–769.
- 82
Ichikawa, N.
et al
. 2011. Feeling bad about screwing up: emotion regulation and action monitoring in the anterior cingulate cortex.
Cogn. Affect Behav. Neurosci.
11: 354–371.
- 83
Lang, S.
et al
. 2011. Cognitive reappraisal in trauma-exposed women with borderline personality disorder.
Neuroimage
59: 1727–1734.
- 84
Eippert, F.
et al
. 2007. Regulation of emotional responses elicited by threat-related stimuli.
Hum. Brain Mapp.
28: 409–423.
- 85
New, A.S.
et al
. 2009. A functional magnetic resonance imaging study of deliberate emotion regulation in resilience and posttraumatic stress disorder.
Biol. Psychiatry
66: 656–664.
- 86
Pitskel, N.B.,
D.Z. Bolling,
M.D. Kaiser,
et al
. 2011. How grossed out are you? The neural bases of emotion regulation from childhood to adolescence.
Dev. Cogn. Neurosci.
1: 324–337.
- 87
Schulze, L.
et al
. 2010. Neuronal correlates of cognitive reappraisal in borderline patients with affective instability.
Biol. Psychiatry
69: 564–573.
- 88
van Reekum, C.M.
et al
. 2007. Gaze fixations predict brain activation during the voluntary regulation of picture-induced negative affect.
Neuroimage
36: 1041–1055.
- 89
Zaki, J. &
K.N. Ochsner. 2011. Reintegrating the study of accuracy into social cognition research (target article).
Psychol. Inq.
22: 159–182.
- 90
Zaki, J. &
K.N. Ochsner.
The neuroscience of empathy: progress, pitfalls and promise.
Nat. Neurosci.
15: 675–680.
- 91
Davis, M. &
C. Shi. 1999. The extended amygdala: are the central nucleus of the amygdala and the bed nucleus of the stria terminalis differentially involved in fear versus anxiety
Ann. N. Y. Acad. Sci.
877: 281–291.
- 92
Liberzon, I. &
C.S. Sripada. 2008. The functional neuroanatomy of PTSD: a critical review.
Prog. Brain Res.
167: 151–169.
- 93
Aggleton, J.P. &
R.C. Saunders. 2000. The Amygdala: A Functional Analysis . J.P. Aggleton, Ed.: 1–30. Oxford University Press.
New York
.
- 94
Urry, H.L.
et al
. 2006. 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.
26: 4415–4425.
- 95
Kim, S.H. &
S. Hamann. 2007. Neural correlates of positive and negative emotion regulation.
J. Cogn. Neurosci.
19: 1–23.
- 96
Opitz, P.C.,
L.C. Rauch,
D.P. Terry &
H.L. Urry. 2011. Prefrontal mediation of age differences in cognitive reappraisal.
Neurobiol. Aging
33: 645–655.
- 97
McRae, K.,
B. Ciesielski &
J.J. Gross.
Unpacking cognitive reappraisal: goals, tactics, and outcomes.
Emotion
12: 250–255.
- 98
Aron, A.R.,
T.E. Behrens,
S. Smith,
et al
. 2007. Triangulating a cognitive control network using diffusion-weighted magnetic resonance imaging (MRI) and functional MRI.
J. Neurosci.
27: 3743–3752.
- 99
Badre, D.,
R.A. Poldrack,
E.J. Pare-Blagoev,
et al
. 2005. Dissociable controlled retrieval and generalized selection mechanisms in ventrolateral prefrontal cortex.
Neuron
47: 907–918.
- 100
Chun, M.M.,
J.D. Golomb &
N.B. Turk-Browne. 2011. A taxonomy of external and internal attention.
Annu. Rev. Psychol.
62: 73–101.
- 101
Gobbini, M.I.,
A.C. Koralek,
R.E. Bryan,
et al
. 2007. Two takes on the social brain: a comparison of theory of mind tasks.
J. Cogn. Neurosci.
19: 1803–1814.
- 102
Powell, L.J.,
C.N. Macrae,
J. Cloutier,
et al
. 2011. Dissociable neural substrates for agentic versus conceptual representations of self.
J. Cogn. Neurosci.
22: 2186–2197.
- 103
Vogeley, K. &
G.R. Fink. 2003. Neural correlates of the first-person-perspective.
Trends Cogn. Sci.
7: 38–42.
- 104
Gazzaniga, M.,
R.B. Ivry &
G.R. Mangun. 2008. Cognitive Neuroscience: The Biology of the Mind . W.W. Norton & Company.
New York
.
- 105
Baumeister, R.F.,
E. Bratslavsky,
C. Finkenauer &
K.D. Vohs. 2001. Bad is stronger than good.
Rev. Gen. Psychol.
5: 323–370.
- 106
American Psychiatric Association. 1995. Diagnostic and Statistical Manual of Mental Disorders . 4th ed. American Psychiatric Publishing.
Arlington
,
VA
.
- 107
Tabibnia, G.
et al
. 2011. Different forms of self-control share a neurocognitive substrate.
J. Neurosci.
31: 4805–4810.
- 108
Aron, A.R.
et al
. 2007. Converging evidence for a fronto-basal-ganglia network for inhibitory control of action and cognition.
J. Neurosci.
27: 11860–11864.
- 109
Aron, A.R.
2007. The neural basis of inhibition in cognitive control.
Neuroscientist
13: 214–228.
- 110
Davidson, R.J.
2004. What does the prefrontal cortex “do” in affect: perspectives on frontal EEG asymmetry research.
Biol. Psychol.
67: 219–233.
- 111
Lang, P.J.,
M.K. Greenwald,
M.M. Bradley &
A.O. Hamm. 1993. Looking at pictures: affective, facial, visceral, and behavioral reactions.
Psychophysiology
30: 261–273.
- 112
Kross, E.,
M. Davidson,
J. Weber &
K. Ochsner. 2009. Coping with emotions past: the neural bases of regulating affect associated with negative autobiographical memories.
Biol. Psychiatry
65: 361–366.
- 113
Kross, E.,
O. Ayduk &
W. Mischel. 2005. When asking “why” does not hurt: distinguishing rumination from reflective processing of negative emotions.
Psychol. Sci.
16: 709–715.
- 114
Phan, K.L.
et al
. 2005. Neural substrates for voluntary suppression of negative affect: a functional magnetic resonance imaging study.
Biol. Psychiatry
57: 210–219.
- 115
Ohira, H.
et al
. 2006. Association of neural and physiological responses during voluntary emotion suppression.
Neuroimage
29: 721–733.
- 116
Johnstone, T.,
C.M. van Reekum,
H.L. Urry,
et al
. 2007. Failure to regulate: counterproductive recruitment of top-down prefrontal-subcortical circuitry in major depression.
J. Neurosci.
27: 8877–8884.
- 117
Wager, T.D.,
M.L. Davidson,
B.L. Hughes,
et al
. 2008. Prefrontal-subcortical pathways mediating successful emotion regulation.
Neuron
59: 1037–1050.
- 118
Kober, H.
et al
. 2010. Prefrontal-striatal pathway underlies cognitive regulation of craving.
Proc. Natl. Acad. Sci. U.S.A.
107: 14811–14816.
- 119
Fjell, A.M.
et al
. 2009. High consistency of regional cortical thinning in aging across multiple samples.
Cereb. Cortex
19: 2001–2012.
- 120
Ritchey, M.,
B. Bessette-Symons,
S.M. Hayes &
R. Cabeza. 2011. Emotion processing in the aging brain is modulated by semantic elaboration.
Neuropsychologia
49: 640–650.
- 121
Allison, T.,
A. Puce &
G. McCarthy. 2000. Social perception from visual cues: role of the STS region.
Trends Cogn. Sci.
4: 267–278.
- 122
Brefczynski-Lewis, J.A.,
M.E. Berrebi,
M.E. McNeely,
et al
. 2011. In the blink of an eye: neural responses elicited to viewing the eye blinks of another individual.
Front Hum. Neurosci.
5: 68.
- 123
Wheaton, K.J.,
J.C. Thompson,
A. Syngeniotis,
et al
. 2004. Viewing the motion of human body parts activates different regions of premotor, temporal, and parietal cortex.
Neuroimage
22: 277–288.
- 124
Olson, I.R.,
A. Plotzker &
Y. Ezzyat. 2007. The enigmatic temporal pole: a review of findings on social and emotional processing.
Brain
130: 1718–1731.
- 125
Young, L.,
J.A. Camprodon,
M. Hauser,
et al
. 2010. Disruption of the right temporoparietal junction with transcranial magnetic stimulation reduces the role of beliefs in moral judgments.
Proc. Natl. Acad. Sci. U.S.A.
107: 6753–6758.
- 126
Saxe, R.
2006. Uniquely human social cognition.
Curr. Opin. Neurobiol.
16: 235–239.
- 127
Kanske, P.,
J. Heissler,
S. Schonfelder,
et al
. 2011. How to regulate emotion? Neural networks for reappraisal and distraction.
Cereb. Cortex
21: 1379–1388.
- 128
Goodale, M.A. &
A.D. Milner. 1992. Separate visual pathways for perception and action.
Trends Neurosci.
15: 20–25.
- 129
Mishkin, M. &
L.G. Ungerleider. 1982. Contribution of striate inputs to the visuospatial functions of parieto-preoccipital cortex in monkeys.
Behav. Brain Res.
6: 57–77.
- 130
Ettlinger, G.
1990. “Object vision” and “spatial vision”: the neuropsychological evidence for the distinction.
Cortex
26: 319–341.
- 131
Everitt, B.J.
et al
. 1999. Associative processes in addiction and reward. The role of amygdala-ventral striatal subsystems.
Ann. N. Y. Acad. Sci.
877: 412–438.
- 132
LeDoux, J.E. &
J.M. Gorman. 2001. A call to action: overcoming anxiety through active coping.
Am. J. Psychiatry
158: 1953–1955.
- 133
Delgado, M.R.,
R.L. Jou,
J.E. Ledoux &
E.A. Phelps. 2009. Avoiding negative outcomes: tracking the mechanisms of avoidance learning in humans during fear conditioning.
Front Behav. Neurosci.
3: 33.
- 134
Buhle, J.,
T. Wager &
E. Smith. 2010. Self Control in Society, Mind, and Brain . R. Hassin,
K.N. Ochsner &
Y. Trope, Eds.: 93–113. Oxford University Press.
New York
.
- 135
Tracey, I. &
P.W. Mantyh. 2007. The cerebral signature for pain perception and its modulation.
Neuron
55: 377–391.
- 136
Apkarian, A.V.,
M.C. Bushnell,
R.D. Treede &
J.K. Zubieta. 2005. Human brain mechanisms of pain perception and regulation in health and disease.
Eur. J. Pain
9: 463–484.
- 137
Villemure, C. &
M.C. Bushnell. 2002. Cognitive modulation of pain: how do attention and emotion influence pain processing
Pain
95: 195–199.
- 138
Dolcos, F.,
A.D. Iordan &
S. Dolcos. 2011. Neural correlates of emotion-cognition interactions: a review of evidence from brain imaging investigations.
J. Cogn. Psychol. (Hove)
23: 669–694.
- 139
Hayes, J.P.
et al
. 2010. Staying cool when things get hot: emotion regulation modulates neural mechanisms of memory encoding.
Front Hum. Neurosci.
4: 230.
- 140
LeDoux, J.E.
1996. The Emotional Brain: The Mysterious Underpinnings of Emotional Life.
Simon Schuster.
New York
.
- 141
LeDoux, J.E.
2000. Emotion circuits in the brain.
Annu. Rev. Neurosci.
23: 155–184.
- 142
Quirk, G.J. &
J.S. Beer. 2006. Prefrontal involvement in the regulation of emotion: convergence of rat and human studies.
Curr. Opin. Neurobiol.
16: 723–727.
- 143
Bouton, M.E.
2004. Emotions: Conscious and Unconscious . L. Feldman Barrett,
P. Niedenthal &
P. Winkielman, Eds. Guilford.
New York
.
- 144
Delgado, M.R.,
A. Olsson &
E.A. Phelps. 2006. Extending animal models of fear conditioning to humans.
Biol. Psychol.
73: 39–48.
- 145
Milad, M.R.
et al
. 2005. Thickness of ventromedial prefrontal cortex in humans is correlated with extinction memory.
Proc. Natl. Acad. Sci. U.S.A.
102: 10706–107011.
- 146
Phelps, E.A.,
M.R. Delgado,
K.I. Nearing &
J.E. LeDoux. 2004. Extinction learning in humans: role of the amygdala and vmPFC.
Neuron
43: 897–905.
- 147
Fellows, L.K. &
M.J. Farah. 2003. Ventromedial frontal cortex mediates affective shifting in humans: evidence from a reversal learning paradigm.
Brain
126: 1830–1837.
- 148
Fellows, L.K. &
M.J. Farah. 2005. Different underlying impairments in decision-making following ventromedial and dorsolateral frontal lobe damage in humans.
Cereb. Cortex
15: 58–63.
- 149
Delgado, M.R.,
K.I. Nearing,
J.E. Ledoux &
E.A. Phelps. 2008. Neural circuitry underlying the regulation of conditioned fear and its relation to extinction.
Neuron
59: 829–838.
- 150
Delgado, M.R.,
M.M. Gillis &
E.A. Phelps. 2008. Regulating the expectation of reward via cognitive strategies.
Nat. Neurosci.
11: 880–881.
- 151
Knutson, B.,
S. Rick,
G.E. Wimmer,
et al
. 2007. Neural predictors of purchases.
Neuron
53: 147–156.
- 152
Rangel, A.,
C. Camerer &
P.R. Montague. 2008. A framework for studying the neurobiology of value-based decision making.
Nat. Rev. Neurosci.
9: 545–556.
- 153
Lieberman, M.D.,
K.N. Ochsner,
D.T. Gilbert &
D.L. Schacter. 2001. Do amnesics exhibit cognitive dissonance reduction? The role of explicit memory and attention in attitude change.
Psychol. Sci.
12: 135–140.
- 154
van Veen, V.,
M.K. Krug,
J.W. Schooler &
C.S. Carter. 2009. Neural activity predicts attitude change in cognitive dissonance.
Nat. Neurosci.
12: 1469–1474.
- 155
Sharot, T.,
T. Shiner &
R.J. Dolan. 2010. Experience and choice shape expected aversive outcomes.
J. Neurosci.
30: 9209–92015.
- 156
Sharot, T.,
B. De Martino &
R.J. Dolan. 2009. How choice reveals and shapes expected hedonic outcome.
J. Neurosci.
29: 3760–3765.
- 157
Mischel, W.,
Y. Shoda &
M.I. Rodriguez. 1989. Delay of gratification in children.
Science
244: 933–938.
- 158
McClure, S.M.,
K.M. Ericson,
D.I. Laibson,
et al
. 2007. Time discounting for primary rewards.
J. Neurosci.
27: 5796–5804.
- 159
McClure, S.M.,
D.I. Laibson,
G. Loewenstein &
J.D. Cohen. 2004. Separate neural systems value immediate and delayed monetary rewards.
Science
306: 503–507.
- 160
Figner, B.
et al
. 2011. Lateral prefrontal cortex and self-control in intertemporal choice.
Nat. Neurosci.
13: 538–539.
- 161
Gianotti, L.R.
et al
. 2009. Tonic activity level in the right prefrontal cortex predicts individuals’ risk taking.
Psychol. Sci.
20: 33–38.
- 162
Knoch, D.,
A. Pascual-Leone,
K. Meyer,
et al
. 2006. Diminishing reciprocal fairness by disrupting the right prefrontal cortex.
Science
314: 829–832.
- 163
Knoch, D.
et al
. 2008. Studying the neurobiology of social interaction with transcranial direct current stimulation–the example of punishing unfairness.
Cereb. Cortex
18: 1987–1990.
- 164
Wager, T.D.
2005. The Neural bases of placebo effects in pain.
Curr. Dir. Psychol. Sci.
14: 175–179.
- 165
Atlas, L.Y.,
N. Bolger,
M.A. Lindquist &
T.D. Wager. 2010. Brain mediators of predictive cue effects on perceived pain.
J. Neurosci.
30: 12964–12977.
- 166
Lieberman, M.D.
et al
. 2004. The neural correlates of placebo effects: a disruption account.
Neuroimage
22: 447–455.
- 167
Wager, T.D.,
L.Y. Atlas,
L.A. Leotti &
J.K. Rilling. 2011. Predicting individual differences in placebo analgesia: contributions of brain activity during anticipation and pain experience.
J. Neurosci.
31: 439–452.
- 168
Erk, S.
et al
. 2010. Acute and sustained effects of cognitive emotion regulation in major depression.
J. Neurosci.
30: 15726–15734.
- 169
Macnamara, A.,
K.N. Ochsner &
G. Hajcak. 2011. Previously reappraised: the lasting effect of description type on picture-elicited electrocortical activity.
Soc. Cogn. Affect Neurosci.
6: 348–358.
- 170
Hajcak, G. &
S. Nieuwenhuis. 2006. Reappraisal modulates the electrocortical response to unpleasant pictures.
Cogn. Affect Behav. Neurosci.
6: 291–297.
- 171
MacNamara, A. &
G. Hajcak. 2009. Anxiety and spatial attention moderate the electrocortical response to aversive pictures.
Neuropsychologia.
47: 2975–2980.
- 172
Foti, D. &
G. Hajcak. 2008. Deconstructing reappraisal: descriptions preceding arousing pictures modulate the subsequent neural response.
J. Cogn. Neurosci.
20: 977–988.
- 173
Moser, J.S.,
G. Hajcak,
E. Bukay &
R.F. Simons. 2006. Intentional modulation of emotional responding to unpleasant pictures: an ERP study.
Psychophysiology
43: 292–296.
- 174
Krompinger, J.W.,
J.S. Moser &
R.F. Simons. 2008. Modulations of the electrophysiological response to pleasant stimuli by cognitive reappraisal.
Emotion
8: 132–137.
- 175
Deveney, C.M. &
D.A. Pizzagalli. 2008. The cognitive consequences of emotion regulation: an ERP investigation.
Psychophysiology
45: 435–444.
- 176
Decicco, J.M.,
B. Solomon &
T.A. Dennis. 2012. Neural correlates of cognitive reappraisal in children: an ERP study.
Dev. Cogn. Neurosci.
2: 79–80.
- 177
Moser, J.S.,
S.B. Most &
R.F. Simons. 2010. Increasing negative emotions by reappraisal enhances subsequent cognitive control: a combined behavioral and electrophysiological study.
Cogn. Affect Behav. Neurosci.
10: 195–207.
- 178
Knoch, D. &
E. Fehr. 2007. Resisting the power of temptations: the right prefrontal cortex and self-control.
Ann. N. Y. Acad. Sci.
1104: 123–134.
- 179
Beer, J.S. &
M.V. Lombardo. 2007. The Handbook of Emotion Regulation . J.J. Gross &
D.G. Thompson, Eds.: 69–86. Guilford Press.
New York
.
- 180
McRae, K.
et al
. 2012. The development of emotion regulation: an fMRI study of cognitive reappraisal in children, adolescents and young adults.
Soc. Cogn. Affect Neurosci.
7: 11–22.
- 181
Silvers, J.A.
et al
. 2012. Age-related differences in emotional reactivity, regulation and rejection sensitivity in adolescence.
Emotion
. [Epub ahead of print]
10.1037/a0028297
[doi].
- 182
Carthy, T.,
N. Horesh,
A. Apter,
et al
. 2010. Emotional reactivity and cognitive regulation in anxious children.
Behav. Res. Ther.
48: 384–393.
- 183
Grady, C.L.
2008. Cognitive neuroscience of aging.
Ann. N. Y. Acad. Sci.
1124: 127–144.
- 184
Park, D.C. &
P. Reuter-Lorenz. 2009. The adaptive brain: aging and neurocognitive scaffolding.
Annu. Rev. Psychol.
60: 173–196.
- 185
Rajah, M.N. &
M. D’Esposito. 2005. Region-specific changes in prefrontal function with age: a review of PET and fMRI studies on working and episodic memory.
Brain
128: 1964–1983.
- 186
Carstensen, L.L. &
J.A. Mikels. 2005. At the intersection of emotion and cognition: aging and the positivity effect.
Curr. Dir. Psychol. Sci.
14: 117–121.
- 187
Scheibe, S. &
L.L. Carstensen. 2010. Emotional aging: recent findings and future trends.
J. Gerontol. B Psychol. Sci. Soc. Sci.
65B: 135–144.
- 188
Carstensen, L.L.
et al
. 2011. Emotional experience improves with age: evidence based on over 10 years of experience sampling.
Psychol. Aging
26: 21–33.
- 189
Nashiro, K.,
M. Sakaki &
M. Mather. 2011. Age differences in brain activity during emotion processing: reflections of age-related decline or increased emotion regulation
Gerontology
58: 156–163.
- 190
Urry, H.L. &
J.J. Gross. 2010. Emotion regulation in older age.
Curr. Dir. Psychol. Sci.
19: 352–357.
- 191
Mather, M.
2012. The emotion paradox in the aging brain.
Ann. N. Y. Acad. Sci.
1251: 33–49.
- 192
Nashiro, K.,
M. Sakaki &
M. Mather. 2012. Age differences in brain activity during emotion processing: reflections of age-related decline or increased emotion regulation
Gerontology
58: 156–163.
- 193
Shiota, M.N. &
R.W. Levenson. 2009. Effects of aging on experimentally instructed detached reappraisal, positive reappraisal, and emotional behavior suppression.
Psychol. Aging
24: 890–900.
- 194
Tucker, A.M.,
R. Feuerstein,
P. Mende-Siedlecki,
et al
. 2012. Double dissociation: circadian off-peak times increase emotional reactivity; aging impairs emotion regulation via reappraisal.
Emotion.
In press.
- 195
Winecoff, A.,
K.S. Labar,
D.J. Madden,
et al
. 2010. Cognitive and neural contributors to emotion regulation in aging.
Soc. Cogn. Affect Neurosci.
6: 165–176.
- 196
Blanchard-Fields, F.
2007. Everyday problem solving and emotion: an adult developmental perspective.
Curr. Dir. Psychol. Sci.
16: 26–31.
- 197
Denny, B.T.,
J.A. Silvers &
K.N. Ochsner. 2009. Emotion Regulation and Psychopathology: A Transdiagnostic Approach to Etiology and Treatment . A.M. Kring &
D.M. Sloan, Eds.: 59–87. Guilford.
New York
.
- 198
Heller, A.S.
et al
. 2009. Reduced capacity to sustain positive emotion in major depression reflects diminished maintenance of fronto-striatal brain activation.
Proc. Natl. Acad. Sci. U.S.A.
106: 22445–22450.
- 199
Koenigsberg, H.W.
et al
. 2010. Neural correlates of using distancing to regulate emotional responses to social cues.
Neuropsychologia
48: 1813–1822.
- 200
Goldin, P.R.,
T. Manber-Ball,
K. Werner,
et al
. 2009. Neural mechanisms of cognitive reappraisal of negative self-beliefs in social anxiety disorder.
Biol. Psychiatry
66: 1091–1099.
- 201
Goldin, P.R.,
T. Manber,
S. Hakimi,
T. Canli &
J.J. Gross. 2009. Neural bases of social anxiety disorder: emotional reactivity and cognitive regulation during social and physical threat.
Arch. Gen. Psychiatry
66: 170–180.
- 202
Hermann, A.
et al
. 2009. Emotion regulation in spider phobia: role of the medial prefrontal cortex.
Soc. Cogn. Affect Neurosci.
4: 257–267.
- 203
Volkow, N.D.
et al
. 2010. Cognitive control of drug craving inhibits brain reward regions in cocaine abusers.
Neuroimage
49: 2536–2543.
- 204
Beauregard, M.,
J. Levesque &
P. Bourgouin. 2001. Neural correlates of conscious self-regulation of emotion.
J. Neurosci.
21: RC165.
- 205
Harenski, C.L. &
S. Hamann. 2006. Neural correlates of regulating negative emotions related to moral violations.
Neuroimage
30: 313–324.
- 206
Herwig, U.
et al
. 2007. Modulation of anticipatory emotion and perception processing by cognitive control.
Neuroimage
37: 652–662.
- 207
Hollmann, M.
et al
. 2011. Neural correlates of the volitional regulation of the desire for food.
Int. J. Obes.
36: 648–655.
- 208
Krendl, A.C.,
E.A. Kensinger &
N. Ambady. 2011. How does the brain regulate negative bias to stigma
Soc. Cogn. Affect Neurosci.
In press.
- 209
Levesque, J.
et al
. 2003. Neural circuitry underlying voluntary suppression of sadness.
Biol. Psychiatry
53: 502–510.
- 210
Mak, A.K.,
Z.G. Hu,
J.X. Zhang,
et al
. 2009. Neural correlates of regulation of positive and negative emotions: an fmri study.
Neurosci. Lett.
457: 101–106.
- 211
McRae, K.,
K.N. Ochsner,
I.B. Mauss,
et al
. 2008. Gender differences in emotion regulation: an fMRI study of cognitive reappraisal.
Group Process Intergroup Relat.
11: 145–162.
- 212
Modinos, G.,
J. Ormel &
A. Aleman. 2010. Individual differences in dispositional mindfulness and brain activity involved in reappraisal of emotion.
Soc. Cogn. Affect Neurosci.
5: 369–377.
- 213
Schardt, D.M.
et al
. 2009. Volition diminishes genetically mediated amygdala hyperreactivity.
Neuroimage
. 53: 943–951.
- 214
Staudinger, M.R.,
S. Erk,
B. Abler &
H. Walter. 2009. Cognitive reappraisal modulates expected value and prediction error encoding in the ventral striatum.
Neuroimage
47: 713–721.
- 215
Staudinger, M.R.,
S. Erk &
H. Walter. 2011. Dorsolateral prefrontal cortex modulates striatal reward encoding during reappraisal of reward anticipation.
Cereb. Cortex
21: 2578–2588.
- 216
Urry, H.L.,
C.M. van Reekum,
T. Johnstone &
R.J. Davidson. 2009. Individual differences in some (but not all) medial prefrontal regions reflect cognitive demand while regulating unpleasant emotion.
Neuroimage
47: 852–863.
- 217
Vrticka, P.,
D. Sander &
P. Vuilleumier. 2011. Effects of emotion regulation strategy on brain responses to the valence and social content of visual scenes.
Neuropsychologia
49: 1067–1082.
- 218
Walter, H.
et al
. 2009. The temporal dynamics of voluntary emotion regulation.
PLoS One
4: e6726.