Modeling a Negative Response Bias in the Human Amygdala by Noradrenergic–Glucocorticoid Interactions

An emerging theme in the neuroscience of emotion is the question of how acute stress shapes, and distorts, social-emotional behavior. The prevailing neurocircuitry models of social-emotional behavior emphasize the central role of the amygdala. Acute stress leads to increased central levels of norepinephrine (NE) and cortisol (CORT), and evidence suggests that these endogenous neuromodulators synergistically influence amygdala responses to social-emotional stimuli. We therefore hypothesized that amygdala responses to emotional facial expressions would be susceptible to pharmacologically induced increases in central NE and CORT levels. To specifically test this hypothesis, we measured amygdala activation to emotional faces using functional magnetic resonance imaging in 62 healthy subjects under four pharmacological conditions: (1) single oral dose of placebo, (2) 4 mg of the selective NE-reuptake inhibitor reboxetine (RBX), (3) 30 mg of hydrocortisone, or (4) both drugs in combination. We found that a decrease in amygdala activation to positive facial emotion was coupled with an increase in amygdala activation to negative facial emotion in the RBX-CORT combined challenge condition. In conclusion, a pharmacologically induced elevation of central NE and CORT levels in healthy subjects created a negative response bias in the amygdala that did not exist at baseline. Our results implicate a causative role of NE–CORT interactions in the emergence of a negative bias of cognitive and emotional functions which is germane in stress-related affective spectrum disorders.

[1]  J. D. McGaugh,et al.  Glucocorticoid enhancement of memory requires arousal-induced noradrenergic activation in the basolateral amygdala. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[2]  H. Abdi The General Linear Model , 2009 .

[3]  R. Dolan,et al.  Emotion, Cognition, and Behavior , 2002, Science.

[4]  Marchell E. Thurow,et al.  Cortisol variation in humans affects memory for emotionally laden and neutral information. , 2003, Behavioral neuroscience.

[5]  Gregory G. Brown,et al.  Increased amygdala activation to angry and contemptuous faces in generalized social phobia. , 2002, Archives of general psychiatry.

[6]  J. D. McGaugh,et al.  Glucocorticoid Receptor Agonist and Antagonist Administration into the Basolateral but Not Central Amygdala Modulates Memory Storage , 1997, Neurobiology of Learning and Memory.

[7]  D. Charney,et al.  Psychobiological mechanisms of resilience and vulnerability: implications for successful adaptation to extreme stress. , 2004, The American journal of psychiatry.

[8]  Yul-Wan Sung,et al.  Functional magnetic resonance imaging , 2004, Scholarpedia.

[9]  William D S Killgore,et al.  Sex-specific developmental changes in amygdala responses to affective faces , 2001, Neuroreport.

[10]  Katsuki Nakamura,et al.  Responses of single neurons in monkey amygdala to facial and vocal emotions. , 2007, Journal of neurophysiology.

[11]  J. D. McGaugh,et al.  Basolateral amygdala noradrenergic activity mediates corticosterone-induced enhancement of auditory fear conditioning , 2006, Neurobiology of Learning and Memory.

[12]  Justin S. Feinstein,et al.  Increased amygdala and insula activation during emotion processing in anxiety-prone subjects. , 2007, The American journal of psychiatry.

[13]  Rob Jenkins,et al.  Neural processing of fearful faces: effects of anxiety are gated by perceptual capacity limitations. , 2007, Cerebral cortex.

[14]  Samuel R. Friedman,et al.  Depression: Clinical, Experimental, and Theoretical Aspects , 1968 .

[15]  Meena Vythilingam,et al.  The psychobiology of depression and resilience to stress: implications for prevention and treatment. , 2005, Annual review of clinical psychology.

[16]  James P. Herman,et al.  Limbic system mechanisms of stress regulation: Hypothalamo-pituitary-adrenocortical axis , 2005, Progress in Neuro-Psychopharmacology and Biological Psychiatry.

[17]  Frieder Keller,et al.  Pharmacokinetics and Pharmacodynamics of Systemically Administered Glucocorticoids , 2005, Clinical Pharmacokinetics.

[18]  Benno Roozendaal,et al.  Stress and Memory: Opposing Effects of Glucocorticoids on Memory Consolidation and Memory Retrieval , 2002, Neurobiology of Learning and Memory.

[19]  Karine Sergerie,et al.  The role of the amygdala in emotional processing: A quantitative meta-analysis of functional neuroimaging studies , 2008, Neuroscience & Biobehavioral Reviews.

[20]  K M Gothard,et al.  Neural responses to facial expression and face identity in the monkey amygdala. , 2007, Journal of neurophysiology.

[21]  R Turner,et al.  Optimized EPI for fMRI studies of the orbitofrontal cortex , 2003, NeuroImage.

[22]  William D S Killgore,et al.  Sex differences in amygdala activation during the perception of facial affect , 2001, Neuroreport.

[23]  S. Rombouts,et al.  Interaction of Endogenous Cortisol and Noradrenaline in the Human Amygdala , 2022 .

[24]  Nikos K. Logothetis,et al.  Facial-Expression and Gaze-Selective Responses in the Monkey Amygdala , 2007, Current Biology.

[25]  E. Asan The Catecholaminergic Innervation of the Rat Amygdala , 2000, Advances in Anatomy Embryology and Cell Biology.

[26]  Nikolaus Weiskopf,et al.  Optimal EPI parameters for reduction of susceptibility-induced BOLD sensitivity losses: A whole-brain analysis at 3 T and 1.5 T , 2006, NeuroImage.

[27]  R. Dolan,et al.  An emotion-induced retrograde amnesia in humans is amygdala- and β-adrenergic-dependent , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[28]  R. C. Oldfield The assessment and analysis of handedness: the Edinburgh inventory. , 1971, Neuropsychologia.

[29]  J. Fleishaker,et al.  Clinical Pharmacokinetics of Reboxetine, a Selective Norepinephrine Reuptake Inhibitor for the Treatment of Patients with Depression , 2000, Clinical pharmacokinetics.

[30]  S. Rauch,et al.  Response and Habituation of the Human Amygdala during Visual Processing of Facial Expression , 1996, Neuron.

[31]  John G. Taylor,et al.  Influence of attentional demands on the processing of emotional facial expressions in the amygdala , 2007, NeuroImage.

[32]  A. Anderson,et al.  Lesions of the human amygdala impair enhanced perception of emotionally salient events , 2001, Nature.

[33]  Michael Angstadt,et al.  Beyond threat: Amygdala reactivity across multiple expressions of facial affect , 2006, NeuroImage.

[34]  K. Amunts,et al.  Cytoarchitectonic mapping of the human amygdala, hippocampal region and entorhinal cortex: intersubject variability and probability maps , 2005, Anatomy and Embryology.

[35]  Simon B. Eickhoff,et al.  Testing anatomically specified hypotheses in functional imaging using cytoarchitectonic maps , 2006, NeuroImage.

[36]  S. Claes,et al.  Hypothalamic-pituitary-adrenal reactivity in prepubertal children with social phobia. , 2008, Journal of affective disorders.

[37]  J. Kent SNaRIs, NaSSAs, and NaRIs: new agents for the treatment of depression , 2000, The Lancet.

[38]  A. Etkin,et al.  Functional neuroimaging of anxiety: a meta-analysis of emotional processing in PTSD, social anxiety disorder, and specific phobia. , 2007, The American journal of psychiatry.

[39]  R. Dolan,et al.  Noradrenergic Modulation of Emotion-Induced Forgetting and Remembering , 2005, The Journal of Neuroscience.

[40]  D. D. de Quervain,et al.  Preventive effect of beta-adrenoceptor blockade on glucocorticoid-induced memory retrieval deficits. , 2007, The American journal of psychiatry.

[41]  D. Zald The human amygdala and the emotional evaluation of sensory stimuli , 2003, Brain Research Reviews.

[42]  J. Gross,et al.  The cognitive control of emotion , 2005, Trends in Cognitive Sciences.

[43]  T. Hergueta,et al.  The mini international neuropsychiatric interview , 1998, European Psychiatry.

[44]  M. Joëls Corticosteroid effects in the brain: U-shape it. , 2006, Trends in pharmacological sciences.

[45]  R. Dolan,et al.  Beta-adrenergic modulation of emotional memory-evoked human amygdala and hippocampal responses. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[46]  F. Goodwin,et al.  Clinical and biochemical manifestations of depression. Relation to the neurobiology of stress (1) , 1988, The New England journal of medicine.

[47]  David I. Perrett,et al.  Amygdala response to facial expressions in children and adults , 2000, NeuroImage.

[48]  J. D. McGaugh,et al.  Glucocorticoid enhancement of memory storage involves noradrenergic activation in the basolateral amygdala. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[49]  W. Penny,et al.  Random-Effects Analysis , 2002 .

[50]  J. Gore,et al.  Activation of the left amygdala to a cognitive representation of fear , 2001, Nature Neuroscience.

[51]  M. Thase,et al.  Can’t shake that feeling: event-related fMRI assessment of sustained amygdala activity in response to emotional information in depressed individuals , 2002, Biological Psychiatry.

[52]  F. Goodwin,et al.  Clinical and biochemical manifestations of depression. Relation to the neurobiology of stress (2) , 1988, The New England journal of medicine.

[53]  Karl J. Friston,et al.  A unified statistical approach for determining significant signals in images of cerebral activation , 1996, Human brain mapping.

[54]  G. McCarthy,et al.  Dynamic perception of facial affect and identity in the human brain. , 2003, Cerebral Cortex.

[55]  P. Cowen,et al.  The effects of reboxetine on emotional processing in healthy volunteers: an fMRI study , 2008, Molecular Psychiatry.

[56]  D. Mohr,et al.  Depression and cortisol responses to psychological stress: A meta-analysis , 2005, Psychoneuroendocrinology.

[57]  Christian Büchel,et al.  Detecting fearful and neutral faces: BOLD latency differences in amygdala–hippocampal junction , 2006, NeuroImage.

[58]  Martin Ingvar,et al.  On the unconscious subcortical origin of human fear , 2007, Physiology & Behavior.

[59]  William A. Cunningham,et al.  PSYCHOLOGICAL SCIENCE Research Article Affective Flexibility Evaluative Processing Goals Shape Amygdala Activity , 2022 .

[60]  A. Kersting,et al.  Amygdala reactivity to masked negative faces is associated with automatic judgmental bias in major depression: a 3 T fMRI study. , 2007, Journal of psychiatry & neuroscience : JPN.

[61]  R. Dolan,et al.  Effects of Attention and Emotion on Face Processing in the Human Brain An Event-Related fMRI Study , 2001, Neuron.

[62]  E. Rolls The representation of information about faces in the temporal and frontal lobes , 2007, Neuropsychologia.

[63]  E. D. Kloet,et al.  Hormones, brain and stress , 2003 .

[64]  S. L. la Fleur,et al.  Chronic stress and obesity: A new view of “comfort food” , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[65]  Klaus P. Ebmeier,et al.  The effects of noradrenergic re-uptake inhibition on memory encoding in man , 2001, Psychopharmacology.

[66]  James L. McGaugh,et al.  Amygdaloid Nuclei Lesions Differentially Affect Glucocorticoid-Induced Memory Enhancement in an Inhibitory Avoidance Task , 1996, Neurobiology of Learning and Memory.

[67]  Peter J. Munson,et al.  Pronounced and sustained central hypernoradrenergic function in major depression with melancholic features: relation to hypercortisolism and corticotropin-releasing hormone. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[68]  J. Abelson,et al.  Hypothalamic-pituitary-adrenal axis activity in panic disorder. 24-hour secretion of corticotropin and cortisol. , 1996, Archives of general psychiatry.

[69]  L. Pessoa On the relationship between emotion and cognition , 2008, Nature Reviews Neuroscience.

[70]  R. Peeters,et al.  Amygdala Hyperfunction in Phobic Fear Normalizes After Exposure , 2007, Biological Psychiatry.

[71]  Frederik Barkhof,et al.  Noradrenaline mediates amygdala activation in men and women during encoding of emotional material , 2005, NeuroImage.

[72]  Florin Dolcos,et al.  Dissociable effects of arousal and valence on prefrontal activity indexing emotional evaluation and subsequent memory: an event-related fMRI study , 2004, NeuroImage.

[73]  Clare E Mackay,et al.  Short-term antidepressant treatment and facial processing , 2007, British Journal of Psychiatry.

[74]  Leslie G. Ungerleider,et al.  Neural processing of emotional faces requires attention , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[75]  C. Berridge,et al.  The locus coeruleus–noradrenergic system: modulation of behavioral state and state-dependent cognitive processes , 2003, Brain Research Reviews.

[76]  P. Doraiswamy,et al.  Reboxetine: A Selective Norepinephrine Reuptake Inhibitor for the Treatment of Depression , 2000, The Annals of pharmacotherapy.

[77]  Barbara J. Sahakian,et al.  The neuropsychology of mood disorders , 2005 .

[78]  U. Habel,et al.  Gender differences in regional cerebral activity during sadness , 2000, Human brain mapping.

[79]  M. Mintun,et al.  Increased amygdala response to masked emotional faces in depressed subjects resolves with antidepressant treatment: an fMRI study , 2001, Biological Psychiatry.

[80]  Matthew D. Lieberman,et al.  Putting Feelings Into Words , 2007, Psychological science.

[81]  L. Cahill,et al.  Enhanced human memory consolidation with post-learning stress: interaction with the degree of arousal at encoding. , 2003, Learning & memory.

[82]  G. Dunbar,et al.  The Mini International Neuropsychiatric Interview (MINI). A short diagnostic structured interview: reliability and validity according to the CIDI , 1997, European Psychiatry.

[83]  O. Cameron,et al.  Effect of comorbid anxiety disorders on the Hypothalamic-Pituitary-Adrenal axis response to a social stressor in major depression , 2004, Biological Psychiatry.

[84]  S. Rombouts,et al.  Endogenous cortisol level interacts with noradrenergic activation in the human amygdala , 2007, Neurobiology of Learning and Memory.

[85]  John D E Gabrieli,et al.  Amygdala Response to Happy Faces as a Function of Extraversion , 2002, Science.

[86]  Daniel A. Fitzgerald,et al.  Association between Amygdala Hyperactivity to Harsh Faces and Severity of Social Anxiety in Generalized Social Phobia , 2006, Biological Psychiatry.

[87]  Christian Keysers,et al.  The BOLD signal in the amygdala does not differentiate between dynamic facial expressions. , 2007, Social cognitive and affective neuroscience.

[88]  J. Mazziotta,et al.  Modulating emotional responses: effects of a neocortical network on the limbic system , 2000, Neuroreport.

[89]  J. D. McGaugh,et al.  Role of adrenal stress hormones in forming lasting memories in the brain , 2002, Current Opinion in Neurobiology.

[90]  René Hurlemann,et al.  Segregating intra-amygdalar responses to dynamic facial emotion with cytoarchitectonic maximum probability maps , 2008, Journal of Neuroscience Methods.

[91]  Tony W Buchanan,et al.  Enhanced memory for emotional material following stress-level cortisol treatment in humans , 2001, Psychoneuroendocrinology.

[92]  W. Maier,et al.  Emotion-induced retrograde amnesia varies as a function of noradrenergic-glucocorticoid activity , 2007, Psychopharmacology.

[93]  R. Adolphs,et al.  Role of the amygdala in processing visual social stimuli. , 2006, Progress in brain research.

[94]  Simon B. Eickhoff,et al.  A new SPM toolbox for combining probabilistic cytoarchitectonic maps and functional imaging data , 2005, NeuroImage.