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Published in: European Archives of Psychiatry and Clinical Neuroscience 1/2015

01-02-2015 | Original Paper

Dissociating pathomechanisms of depression with fMRI: bottom-up or top-down dysfunctions of the reward system

Authors: Roberto Goya-Maldonado, Kristina Weber, Sarah Trost, Esther Diekhof, Maria Keil, Peter Dechent, Oliver Gruber

Published in: European Archives of Psychiatry and Clinical Neuroscience | Issue 1/2015

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Abstract

Depression is a debilitating psychiatric disorder characterized among other aspects by the inability to properly experience or respond to reward. However, it remains unclear whether patients with depression present impaired reward system due to abnormal modulatory mechanisms. We investigated the activation of the nucleus accumbens (NAcc), a crucial region involved in reward processing, with functional magnetic resonance imaging using the desire-reason-dilemma paradigm. This task allows tracking the activity of the NAcc during the acceptance or the rejection of previously conditioned reward stimuli. Patients were assigned into subgroups of lower (LA) or higher (HA) NAcc activation according to beta weights. LA patients presented significant hypoactivation in the ventral tegmental area in addition to bilateral ventral striatum, confirming impairments in the bottom-up input to the NAcc. Conversely, HA patients presented significant hyperactivation in prefrontal areas such as the rostral anterior cingulate cortex and the anterior ventral prefrontal cortex in addition to bilateral ventral striatum, suggesting disturbances in the top-down regulation of the NAcc. Demographic and clinical differences explaining the abnormal co-activations of midbrain and prefrontal regions were not identified. Therefore, we provide evidence for dysfunctional bottom-up processing in one potential neurobiological subtype of depression (LA) and dysfunctional top-down modulation in another subtype (HA). We suggest that the midbrain and prefrontal regions are more specific pathophysiological substrates for each depression subtype. Above all, our results encourage the segregation of patients by similar dysfunctional mechanisms of the dopaminergic system, which would finally contribute to disentangle more specific pathogeneses and guide the development of more personalized targets for future therapies.
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Literature
3.
go back to reference Savitz J, Drevets WC (2009) Bipolar and major depressive disorder: neuroimaging the developmental-degenerative divide. Neurosci Biobehav Rev 33(5):699–771PubMedCentralPubMedCrossRef Savitz J, Drevets WC (2009) Bipolar and major depressive disorder: neuroimaging the developmental-degenerative divide. Neurosci Biobehav Rev 33(5):699–771PubMedCentralPubMedCrossRef
4.
go back to reference Elliott R, Friston KJ, Dolan RJ (2000) Dissociable neural responses in human reward systems. J Neurosci 20(16):6159–6165PubMed Elliott R, Friston KJ, Dolan RJ (2000) Dissociable neural responses in human reward systems. J Neurosci 20(16):6159–6165PubMed
5.
go back to reference Galvan A, Hare TA, Davidson M, Spicer J, Glover G, Casey BJ (2005) The role of ventral frontostriatal circuitry in reward-based learning in humans. J Neurosci 25(38):8650–8656PubMedCrossRef Galvan A, Hare TA, Davidson M, Spicer J, Glover G, Casey BJ (2005) The role of ventral frontostriatal circuitry in reward-based learning in humans. J Neurosci 25(38):8650–8656PubMedCrossRef
6.
go back to reference Wrase J, Kahnt T, Schlagenhauf F, Beck A, Cohen MX, Knutson B et al (2007) Different neural systems adjust motor behavior in response to reward and punishment. Neuroimage 36(4):1253–1262PubMedCrossRef Wrase J, Kahnt T, Schlagenhauf F, Beck A, Cohen MX, Knutson B et al (2007) Different neural systems adjust motor behavior in response to reward and punishment. Neuroimage 36(4):1253–1262PubMedCrossRef
7.
go back to reference Yacubian J, Glascher J, Schroeder K, Sommer T, Braus DF, Buchel C (2006) Dissociable systems for gain- and loss-related value predictions and errors of prediction in the human brain. J Neurosci 26(37):9530–9537PubMedCrossRef Yacubian J, Glascher J, Schroeder K, Sommer T, Braus DF, Buchel C (2006) Dissociable systems for gain- and loss-related value predictions and errors of prediction in the human brain. J Neurosci 26(37):9530–9537PubMedCrossRef
8.
go back to reference Akitsuki Y, Sugiura M, Watanabe J, Yamashita K, Sassa Y, Awata S et al (2003) Context-dependent cortical activation in response to financial reward and penalty: an event-related fMRI study. Neuroimage 19(4):1674–1685PubMedCrossRef Akitsuki Y, Sugiura M, Watanabe J, Yamashita K, Sassa Y, Awata S et al (2003) Context-dependent cortical activation in response to financial reward and penalty: an event-related fMRI study. Neuroimage 19(4):1674–1685PubMedCrossRef
9.
go back to reference Nieuwenhuis S, Heslenfeld DJ, von Geusau NJA, Mars RB, Holroyd CB, Yeung N (2005) Activity in human reward-sensitive brain areas is strongly context dependent. Neuroimage 25(4):1302–1309PubMedCrossRef Nieuwenhuis S, Heslenfeld DJ, von Geusau NJA, Mars RB, Holroyd CB, Yeung N (2005) Activity in human reward-sensitive brain areas is strongly context dependent. Neuroimage 25(4):1302–1309PubMedCrossRef
10.
go back to reference Pizzagalli DA, Holmes AJ, Dillon DG, Goetz EL, Birk JL, Bogdan R et al (2009) Reduced caudate and nucleus accumbens response to rewards in unmedicated individuals with major depressive disorder. Am J Psychiatr 166(6):702–710PubMedCentralPubMedCrossRef Pizzagalli DA, Holmes AJ, Dillon DG, Goetz EL, Birk JL, Bogdan R et al (2009) Reduced caudate and nucleus accumbens response to rewards in unmedicated individuals with major depressive disorder. Am J Psychiatr 166(6):702–710PubMedCentralPubMedCrossRef
11.
go back to reference Robinson OJ, Cools R, Carlisi CO, Sahakian BJ, Drevets WC (2012) Ventral striatum response during reward and punishment reversal learning in unmedicated major depressive disorder. Am J Psychiatr 169(2):152–159PubMedCrossRef Robinson OJ, Cools R, Carlisi CO, Sahakian BJ, Drevets WC (2012) Ventral striatum response during reward and punishment reversal learning in unmedicated major depressive disorder. Am J Psychiatr 169(2):152–159PubMedCrossRef
12.
go back to reference Steele JD, Kumar P, Ebmeier KP (2007) Blunted response to feedback information in depressive illness. Brain 130:2367–2374PubMedCrossRef Steele JD, Kumar P, Ebmeier KP (2007) Blunted response to feedback information in depressive illness. Brain 130:2367–2374PubMedCrossRef
13.
go back to reference Knutson B, Bhanji JP, Cooney RE, Atlas LY, Gotlib IH (2008) Neural responses to monetary incentives in major depression. Biol Psychiatry 63(7):686–692PubMedCentralPubMedCrossRef Knutson B, Bhanji JP, Cooney RE, Atlas LY, Gotlib IH (2008) Neural responses to monetary incentives in major depression. Biol Psychiatry 63(7):686–692PubMedCentralPubMedCrossRef
14.
go back to reference Mitterschiffthaler MT, Kumari V, Malhi GS, Brown RG, Giampietro VP, Brammer MJ et al (2003) Neural response to pleasant stimuli in anhedonia: an fMRI study. NeuroReport 14(2):177–182PubMedCrossRef Mitterschiffthaler MT, Kumari V, Malhi GS, Brown RG, Giampietro VP, Brammer MJ et al (2003) Neural response to pleasant stimuli in anhedonia: an fMRI study. NeuroReport 14(2):177–182PubMedCrossRef
15.
go back to reference Diekhof EK, Gruber O (2010) When desire collides with reason: functional interactions between anteroventral prefrontal cortex and nucleus accumbens underlie the human ability to resist impulsive desires. J Neurosci 30(4):1488–1493PubMedCrossRef Diekhof EK, Gruber O (2010) When desire collides with reason: functional interactions between anteroventral prefrontal cortex and nucleus accumbens underlie the human ability to resist impulsive desires. J Neurosci 30(4):1488–1493PubMedCrossRef
16.
go back to reference Diekhof EK, Nerenberg L, Falkai P, Dechent P, Baudewig J, Gruber O (2011) Impulsive personality and the ability to resist immediate reward: an fMRI study examining interindividual differences in the neural mechanisms underlying self-control. Hum Brain Mapp 33(12):2768–2784PubMedCrossRef Diekhof EK, Nerenberg L, Falkai P, Dechent P, Baudewig J, Gruber O (2011) Impulsive personality and the ability to resist immediate reward: an fMRI study examining interindividual differences in the neural mechanisms underlying self-control. Hum Brain Mapp 33(12):2768–2784PubMedCrossRef
17.
go back to reference Diekhof EK, Keil M, Obst K, Henseler I, Dechent P, Falkai P, Gruber O (2012) A functional neuroimaging study assessing gender differences in the neural mechanisms underlying the ability to resist impulsive desires. Brain Res 1473:63–77PubMedCrossRef Diekhof EK, Keil M, Obst K, Henseler I, Dechent P, Falkai P, Gruber O (2012) A functional neuroimaging study assessing gender differences in the neural mechanisms underlying the ability to resist impulsive desires. Brain Res 1473:63–77PubMedCrossRef
18.
go back to reference Cardoso de Almeida JR, Phillips ML (2013) Distinguishing between unipolar depression and bipolar depression: current and future clinical and neuroimaging perspectives. Biol Psychiatry 73(2):111–118PubMedCrossRef Cardoso de Almeida JR, Phillips ML (2013) Distinguishing between unipolar depression and bipolar depression: current and future clinical and neuroimaging perspectives. Biol Psychiatry 73(2):111–118PubMedCrossRef
19.
go back to reference Ghaemi SN, Vohringer PA (2011) The heterogeneity of depression: an old debate renewed. Acta Psychiatr Scand 124(6):497PubMedCrossRef Ghaemi SN, Vohringer PA (2011) The heterogeneity of depression: an old debate renewed. Acta Psychiatr Scand 124(6):497PubMedCrossRef
20.
go back to reference Østergaard SD, Jensen SOW, Bech P (2011) The heterogeneity of the depressive syndrome: when numbers get serious. Acta Psychiatr Scand 124(6):495–496PubMedCrossRef Østergaard SD, Jensen SOW, Bech P (2011) The heterogeneity of the depressive syndrome: when numbers get serious. Acta Psychiatr Scand 124(6):495–496PubMedCrossRef
21.
go back to reference Sanacora G, Gueorguieva R, Epperson CN, Wu YT, Appel M, Rothman DL et al (2004) Subtype-specific alterations of gamma-aminobutyric acid and glutamate in patients with major depression. Arch Gen Psychiatry 61(7):705–713PubMedCrossRef Sanacora G, Gueorguieva R, Epperson CN, Wu YT, Appel M, Rothman DL et al (2004) Subtype-specific alterations of gamma-aminobutyric acid and glutamate in patients with major depression. Arch Gen Psychiatry 61(7):705–713PubMedCrossRef
22.
go back to reference Drevets WC, Price JL, Bardgett ME, Reich T, Todd RD, Raichle ME (2002) Glucose metabolism in the amygdala in depression: relationship to diagnostic subtype and plasma cortisol levels. Pharmacol Biochem Behav 71(3):431–447PubMedCrossRef Drevets WC, Price JL, Bardgett ME, Reich T, Todd RD, Raichle ME (2002) Glucose metabolism in the amygdala in depression: relationship to diagnostic subtype and plasma cortisol levels. Pharmacol Biochem Behav 71(3):431–447PubMedCrossRef
23.
go back to reference Fountoulakis KN, Iacovides A, Gerasimou G, Fotiou F, Ioannidou C, Bascialla F et al (2004) The relationship of regional cerebral blood flow with subtypes of major depression. Prog Neuro Psychopharmacol Biol Psychiatry 28(3):537–546CrossRef Fountoulakis KN, Iacovides A, Gerasimou G, Fotiou F, Ioannidou C, Bascialla F et al (2004) The relationship of regional cerebral blood flow with subtypes of major depression. Prog Neuro Psychopharmacol Biol Psychiatry 28(3):537–546CrossRef
24.
go back to reference Farabaugh AH, Mischoulon D, Fava M, Green C, Guyker W, Alpert J (2004) The potential relationship between levels of perceived stress and subtypes of major depressive disorder (MDD). Acta Psychiatr Scand 110(6):465–470PubMedCrossRef Farabaugh AH, Mischoulon D, Fava M, Green C, Guyker W, Alpert J (2004) The potential relationship between levels of perceived stress and subtypes of major depressive disorder (MDD). Acta Psychiatr Scand 110(6):465–470PubMedCrossRef
25.
go back to reference Stoy M, Schlagenhauf F, Sterzer P, Bermpohl F, Hagele C, Suchotzki K et al (2012) Hyporeactivity of ventral striatum towards incentive stimuli in unmedicated depressed patients normalizes after treatment with escitalopram. J Psychopharmacol 26(5):677–688PubMedCrossRef Stoy M, Schlagenhauf F, Sterzer P, Bermpohl F, Hagele C, Suchotzki K et al (2012) Hyporeactivity of ventral striatum towards incentive stimuli in unmedicated depressed patients normalizes after treatment with escitalopram. J Psychopharmacol 26(5):677–688PubMedCrossRef
26.
go back to reference Heller AS, Johnstone T, Light SN, Peterson MJ, Kolden GG, Kalin NH et al (2013) Relationships between changes in sustained fronto-striatal connectivity and positive affect in major depression resulting from antidepressant treatment. Am J Psychiatr 170(2):197–206PubMedCentralPubMedCrossRef Heller AS, Johnstone T, Light SN, Peterson MJ, Kolden GG, Kalin NH et al (2013) Relationships between changes in sustained fronto-striatal connectivity and positive affect in major depression resulting from antidepressant treatment. Am J Psychiatr 170(2):197–206PubMedCentralPubMedCrossRef
28.
go back to reference Gotlib IH, Hamilton JP, Cooney RE, Singh MK, Henry ML, Joormann J (2010) Neural processing of reward and loss in girls at risk for major depression. Arch Gen Psychiatry 67(4):380–387PubMedCentralPubMedCrossRef Gotlib IH, Hamilton JP, Cooney RE, Singh MK, Henry ML, Joormann J (2010) Neural processing of reward and loss in girls at risk for major depression. Arch Gen Psychiatry 67(4):380–387PubMedCentralPubMedCrossRef
29.
go back to reference Fagiolini A, Kupfer DJ (2003) Is treatment-resistant depression a unique subtype of depression? Biol Psychiatry 53(8):640–648PubMedCrossRef Fagiolini A, Kupfer DJ (2003) Is treatment-resistant depression a unique subtype of depression? Biol Psychiatry 53(8):640–648PubMedCrossRef
30.
go back to reference Gaynes BN (2009) Identifying difficult-to-treat depression: differential diagnosis, subtypes, and comorbidities. J Clin Psychiatry 70:10–15PubMedCrossRef Gaynes BN (2009) Identifying difficult-to-treat depression: differential diagnosis, subtypes, and comorbidities. J Clin Psychiatry 70:10–15PubMedCrossRef
31.
go back to reference Mayberg HS, Lozano AM, Voon V, McNeely HE, Seminowicz D, Hamani C, Schwalb JM, Kennedy S (2005) Deep brain stimulation for treatment-resistant depression. Neuron 3(45):651–660CrossRef Mayberg HS, Lozano AM, Voon V, McNeely HE, Seminowicz D, Hamani C, Schwalb JM, Kennedy S (2005) Deep brain stimulation for treatment-resistant depression. Neuron 3(45):651–660CrossRef
32.
33.
go back to reference Schlaepfer TE, Cohen MX, Frick C, Kosel M, Brodesser D, Axmacher N et al (2008) Deep brain stimulation to reward circuitry alleviates anhedonia in refractory major depression. Neuropsychopharmacology 33(2):368–377PubMedCrossRef Schlaepfer TE, Cohen MX, Frick C, Kosel M, Brodesser D, Axmacher N et al (2008) Deep brain stimulation to reward circuitry alleviates anhedonia in refractory major depression. Neuropsychopharmacology 33(2):368–377PubMedCrossRef
34.
go back to reference Johnstone T, van Reekum CM, Urry HL, Kalin NH, Davidson RJ (2007) Failure to regulate: counterproductive recruitment of top-down prefrontal-subcortical circuitry in major depression. J Neurosci 27(33):8877–8884PubMedCrossRef Johnstone T, van Reekum CM, Urry HL, Kalin NH, Davidson RJ (2007) Failure to regulate: counterproductive recruitment of top-down prefrontal-subcortical circuitry in major depression. J Neurosci 27(33):8877–8884PubMedCrossRef
Metadata
Title
Dissociating pathomechanisms of depression with fMRI: bottom-up or top-down dysfunctions of the reward system
Authors
Roberto Goya-Maldonado
Kristina Weber
Sarah Trost
Esther Diekhof
Maria Keil
Peter Dechent
Oliver Gruber
Publication date
01-02-2015
Publisher
Springer Berlin Heidelberg
Published in
European Archives of Psychiatry and Clinical Neuroscience / Issue 1/2015
Print ISSN: 0940-1334
Electronic ISSN: 1433-8491
DOI
https://doi.org/10.1007/s00406-014-0552-2

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