Altered response to risky decisions and reward in patients with obsessive–compulsive disorder
Open accessAbstract
Background: Patients with obsessive–compulsive disorder (OCD) employ ritualistic behaviours to reduce or even neutralize the anxiety provoked by their obsessions. The presence of excessive rumination and indecision has motivated the view of OCD as a disorder of decision-making. Most studies have focused on the “cold,” cognitive aspects of decision-making. This study expands current understanding of OCD by characterizing the abnormalities associated with affective, or “hot” decision-making. Methods: We performed a functional MRI study in a sample of 34 patients with OCD and 33 sex- and age-matched healthy controls, during which participants made 2-choice gambles taking varying levels of risk. Results: During risky decisions, patients showed significantly reduced task-related activation in the posterior cingulum, lingual gyrus and anterior cingulate cortex. We identified significant group × risk interactions in the calcarine cortex, precuneus, amygdala and anterior cingulate cortex. During the outcome phase, patients with OCD showed stronger activation of the orbitofrontal cortex, anterior cingulate cortex and putamen in response to unexpected losses. Limitations: The group of patients not receiving medication was very small ( n = 5), which precluded us from assessing the effect of medication on risk-taking behaviour in these patients. Conclusion: Obsessive–compulsive disorder is associated with abnormal brain activity patterns during risky decision-making in a set of brain regions that have been consistently implicated in the processing of reward prediction errors. Alterations in affective “hot” processes implicated in decision-making may contribute to increased indecisiveness and intolerance to uncertainty in patients with OCD.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
OCD is associated with underactivation of NAcc and OFC during reward anticipation and reward-based decision-making, and with poorer reward-based decision-making and reward-learning performance.
“Several studies have also reported underactivation of the NAcc and OFC during anticipation of reward (but not during anticipation of punishment) and during reward-based decision-making [136, 143–145] as well as poorer performance on reward-based decision-making and reward-learning tasks [146–147].”
From Toward a neurocircuit-based taxonomy to guide treatment of obsessive-compulsive disorder (2021) · cites this paper as [145]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Tzourio-Mazoyer, N., Landeau, B., Papathanassiou, D., Crivello, F., Etard, O., Delcroix, N., Mazoyer, B., & Joliot, M. (2002) · NeuroImage · doi:10.1006/nimg.2001.0978 · Cited by 16,319 · see citing works
Jeffreys, H., Moran, P. A. P., & Chatfield, C. (1922) · Nature · doi:10.1038/109132a0 · Cited by 7,837 · see citing works
The Yale-Brown Obsessive Compulsive Scale: I. Development, Use, and Reliability
Goodman, W. K. (1989) · Archives of General Psychiatry · doi:10.1001/archpsyc.1989.01810110048007 · Cited by 7,712 · see citing works
The cognitive control of emotion
OCHSNER, K., & GROSS, J. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.03.010 · Cited by 4,495 · see citing works
Cluster failure: why fMRI inferences for spatial extent have inflated false-positive rates
Eklund, A., Nichols, T. E., & Knutsson, H. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1602413113 · Cited by 3,487 · see citing works
The neural basis of loss aversion in decision-making under risk
Tom, S. M., Fox, C. R., Trepel, C., & Poldrack, R. A. (2007) · Science · doi:10.1126/science.1134239 · Cited by 1,733 · see citing works
Maier, W., Buller, R., Philipp, M., & Heuser, I. (1988) · Journal of Affective Disorders · doi:10.1016/0165-0327(88)90072-9 · Cited by 1,044 · see citing works
Abramowitz, J. S., Taylor, S., & McKay, D. (2009) · The Lancet · doi:10.1016/s0140-6736(09)60240-3 · Cited by 1,002 · see citing works
Optimal decision making and the anterior cingulate cortex
Kennerley, S. W., Walton, M. E., Behrens, T. E. J., Buckley, M. J., & Rushworth, M. F. S. (2006) · Nature Neuroscience · doi:10.1038/nn1724 · Cited by 948 · see citing works
Liu, X., Hairston, J., Schrier, M., & Fan, J. (2011) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2010.12.012 · Cited by 916 · see citing works
Chang, L. J., Yarkoni, T., Khaw, M. W., & Sanfey, A. G. (2013) · Cerebral Cortex · doi:10.1093/cercor/bhs065 · Cited by 879 · see citing works
Toward a neurobiology of obsessive-compulsive disorder
Graybiel, A. M., & Rauch, S. L. (2000) · Neuron · doi:10.1016/s0896-6273(00)00113-6 · Cited by 864 · see citing works
Neuroimaging and frontal–subcortical circuitry in obsessive–compulsive disorder
Saxena, S., Brody, A. L., Schwartz, J. M., & Baxter, L. R. (1998) · British Journal of Psychiatry · doi:10.1192/s0007125000297870 · Cited by 831 · see citing works
Critchley, H. D., Elliott, R., Mathias, C. J., & Dolan, R. J. (2000) · The Journal of Neuroscience · doi:10.1523/jneurosci.20-08-03033.2000 · Cited by 813 · see citing works
The Iowa Gambling Task and the somatic marker hypothesis: some questions and answers
Bechara, A., Damasio, H., Tranel, D., & Damasio, A. R. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.02.002 · Cited by 798 · see citing works
Development of “hot” executive function: The children’s gambling task
Kerr, A., & Zelazo, P. D. (2004) · Brain and Cognition · doi:10.1016/s0278-2626(03)00275-6 · Cited by 529 · see citing works
Distinct neural mechanisms of risk and ambiguity: A meta-analysis of decision-making
Krain, A. L., Wilson, A. M., Arbuckle, R., Castellanos, F. X., & Milham, M. P. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.02.047 · Cited by 522 · see citing works
Intolerance of uncertainty in obsessive-compulsive disorder
Tolin, D. F., Abramowitz, J. S., Brigidi, B. D., & Foa, E. B. (2003) · Journal of Anxiety Disorders · doi:10.1016/s0887-6185(02)00182-2 · Cited by 494 · cited 2× · see citing works
“The preprocessing pipeline of the functional scans was implemented using SPM12 (www.fil.ion.ucl.ac.uk/spm/ software/spm12/) and included the following steps: (1) slicetiming correction; (2) realignment of the acquired functional images to the mean to correct for head motion; (3) coregistration of the T1-MPRAGE structu…”
MethodNeural correlates of value, risk, and risk aversion contributing to decision making under risk
Christopoulos, G. I., Tobler, P. N., Bossaerts, P., Dolan, R. J., & Schultz, W. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.2614-09.2009 · Cited by 451 · see citing works
Quintana, D. S., & Williams, D. R. (2018) · BMC Psychiatry · doi:10.1186/s12888-018-1761-4 · Cited by 415 · see citing works
Reduced orbitofrontal-striatal activity on a reversal learning task in obsessive-compulsive disorder
Remijnse, P. L., Nielen, M. M. A., van Balkom, A. J. L. M., Cath, D. C., van Oppen, P., Uylings, H. B. M., & Veltman, D. J. (2006) · Archives of General Psychiatry · doi:10.1001/archpsyc.63.11.1225 · Cited by 408 · see citing works
At the heart of the ventral attention system: The right anterior insula
Eckert, M. A., Menon, V., Walczak, A., Ahlstrom, J., Denslow, S., Horwitz, A., & Dubno, J. R. (2009) · Human Brain Mapping · doi:10.1002/hbm.20688 · Cited by 406 · see citing works
Error-related hyperactivity of the anterior cingulate cortex in obsessive-compulsive disorder
Fitzgerald, K. D., Welsh, R. C., Gehring, W. J., Abelson, J. L., Himle, J. A., Liberzon, I., & Taylor, S. F. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2004.10.038 · Cited by 378 · see citing works
Decision-Making Dysfunctions in Psychiatry—Altered Homeostatic Processing?
Paulus, M. P. (2007) · Science · doi:10.1126/science.1142997 · Cited by 296 · see citing works
Lawrence, N. S., Wooderson, S., Mataix-Cols, D., David, R., Speckens, A., & Phillips, M. L. (2006) · Neuropsychology · doi:10.1037/0894-4105.20.4.409 · Cited by 291 · see citing works
Cavedini, P., Riboldi, G., D'Annucci, A., Belotti, P., Cisima, M., & Bellodi, L. (2002) · Neuropsychologia · doi:10.1016/s0028-3932(01)00077-x · Cited by 277 · see citing works
Critical Roles for Anterior Insula and Dorsal Striatum in Punishment-Based Avoidance Learning
Palminteri, S., Justo, D., Jauffret, C., Pavlicek, B., Dauta, A., Delmaire, C., Czernecki, V., Karachi, C., Capelle, L., Dürr, A., et al. (2012) · Neuron · doi:10.1016/j.neuron.2012.10.017 · Cited by 244 · see citing works
Involvement of basal ganglia and orbitofrontal cortex in goal-directed behavior
Hollerman, J. R., Tremblay, L., & Schultz, W. (2000) · Progress in brain research · doi:10.1016/s0079-6123(00)26015-9 · Cited by 219 · see citing works
Norman, L. J., Taylor, S. F., Liu, Y., Radua, J., Chye, Y., De Wit, S. J., Huyser, C., Karahanoglu, F. I., Luks, T., Manoach, D., et al. (2019) · Biological Psychiatry · doi:10.1016/j.biopsych.2018.11.010 · Cited by 189 · see citing works
de Vries, F. E., de Wit, S. J., Cath, D. C., van der Werf, Y. D., van der Borden, V., van Rossum, T. B., van Balkom, A. J. L. M., van der Wee, N. J. A., Veltman, D. J., & van den Heuvel, O. A. (2014) · Biological Psychiatry · doi:10.1016/j.biopsych.2013.11.021 · Cited by 177 · see citing works
Thorsen, A. L., Hagland, P., Raduà, J., Mataix‐Cols, D., Kvale, G., Hansen, B. K. A., & van den Heuvel, O. A. (2018) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2018.01.009 · Cited by 175 · see citing works
Neural response to pleasant stimuli in anhedonia: an fMRI study
Mitterschiffthaler, M. T., Kumari, V., Malhi, G. S., Brown, R. G., Giampietro, V. P., Brammer, M. J., Suckling, J., Poon, L., Simmons, A., Andrew, C., et al. (2003) · NeuroReport · doi:10.1097/00001756-200302100-00003 · Cited by 162 · see citing works
Understanding Obsessive–Compulsive Disorder: Focus on Decision Making
Cavedini, P., Gorini, A., & Bellodi, L. (2006) · Neuropsychology Review · doi:10.1007/s11065-006-9001-y · Cited by 161 · see citing works
Ting, J. T., & Feng, G. (2011) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2011.04.010 · Cited by 143 · see citing works
Obsessive–Compulsive Behaviour: A Disorder of Decision-Making
Sachdev, P. S., & Malhi, G. S. (2005) · Australian & New Zealand Journal of Psychiatry · doi:10.1080/j.1440-1614.2005.01680.x · Cited by 141 · see citing works
Droutman, V., Bechara, A., & Read, S. J. (2015) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2015.00309 · Cited by 131 · see citing works
Dissociation of decisions in ambiguous and risky situations in obsessive–compulsive disorder
Starcke, K., Tuschen-Caffier, B., Markowitsch, H. J., & Brand, M. (2010) · Psychiatry Research · doi:10.1016/j.psychres.2008.10.022 · Cited by 105 · see citing works
Subjective uncertainty and limbic hyperactivation in obsessive‐compulsive disorder
Stern, E. R., Welsh, R. C., Gonzalez, R., Fitzgerald, K. D., Abelson, J. L., & Taylor, S. F. (2013) · Human Brain Mapping · doi:10.1002/hbm.22038 · Cited by 102 · see citing works
Functional and structural neural indices of risk aversion in obsessive-compulsive disorder (OCD)
Admon, R., Bleich-Cohen, M., Weizmant, R., Poyurovsky, M., Faragian, S., & Hendler, T. (2012) · Psychiatry Research: Neuroimaging · doi:10.1016/j.pscychresns.2012.02.002 · Cited by 100 · see citing works
Insula response and connectivity during social and non-social attention in children with autism
Odriozola, P., Uddin, L. Q., Lynch, C. J., Kochalka, J., Chen, T., & Menon, V. (2016) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsv126 · Cited by 95 · see citing works
Emotion regulation and obsessive–compulsive symptoms: A further examination of associations
Fergus, T. A., & Bardeen, J. R. (2014) · Journal of Obsessive-Compulsive and Related Disorders · doi:10.1016/j.jocrd.2014.06.001 · Cited by 93 · see citing works
Hauser, T. U., Iannaccone, R., Dolan, R. J., Ball, J., Hättenschwiler, J., Drechsler, R., Rufer, M., Brandeis, D., Walitza, S., & Brem, S. (2017) · Psychological Medicine · doi:10.1017/s0033291716003305 · Cited by 86 · see citing works
Addicott, M. A., Sweitzer, M. M., Froeliger, B., Rose, J. E., & McClernon, F. J. (2015) · Neuropsychopharmacology · doi:10.1038/npp.2015.114 · Cited by 85 · see citing works
Differential effects of parent and peer presence on neural correlates of risk taking in adolescence
van Hoorn, J., McCormick, E. M., Rogers, C. R., Ivory, S. L., & Telzer, E. H. (2018) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsy071 · Cited by 73 · see citing works
The neural correlates of obsessive-compulsive disorder: a multimodal perspective
Moreira, P. S., Marques, P., Soriano‐Mas, C., Magalhães, R. J. D. S., Sousa, N., Soares, J. M., & Morgado, P. F. (2017) · Translational Psychiatry · doi:10.1038/tp.2017.189 · Cited by 71 · see citing works
Self-citationMoreira, J. F. G., & Telzer, E. H. (2016) · Developmental Science · doi:10.1111/desc.12484 · Cited by 64 · see citing works
Shaffer, J. J., Johnson, C. P., Fiedorowicz, J. G., Christensen, G. E., Wemmie, J. A., & Magnotta, V. A. (2017) · Brain Imaging and Behavior · doi:10.1007/s11682-017-9741-8 · Cited by 61 · see citing works
An Updated Survey on Statistical Thresholding and Sample Size of fMRI Studies
Yeung, A. W. K. (2018) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2018.00016 · Cited by 60 · see citing works
Norman, L. J., Carlisi, C. O., Christakou, A., Murphy, C. M., Chantiluke, K. C., Giampietro, V., Simmons, A., Brammer, M. J., Mataix‐Cols, D., & Rubia, K. (2018) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2018.03.009 · Cited by 57 · see citing works
Altered resting state connectivity of the default mode network in alexithymia
Liemburg, E. J., Swart, M., Bruggeman, R., Kortekaas, R., Knegtering, H., Ćurčić-Blake, B., & Aleman, A. (2012) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nss048 · Cited by 56 · see citing works
Obsessive-compulsive behaviour: a disorder of decision-making
Sachdev, P. S., & Malhi, G. S. (2005) · Australian & New Zealand Journal of Psychiatry · doi:10.1111/j.1440-1614.2005.01680.x · Cited by 54 · see citing works
Age-related changes in reappraisal of appetitive cravings during adolescence
Giuliani, N. R., & Pfeifer, J. H. (2015) · NeuroImage · doi:10.1016/j.neuroimage.2014.12.037 · Cited by 52 · see citing works
Koch, K., Reeß, T. J., Rus, O. G., Gürsel, D. A., Wagner, G., Berberich, G., & Zimmer, C. (2018) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2018.00254 · Cited by 45 · see citing works
Macoveanu, J., Rowe, J. B., Hornbøll, B., Elliott, R., Paulson, O. B., Knudsen, G. M., & Siebner, H. R. (2012) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2012.09.006 · Cited by 44 · see citing works
Self-citationCardoso, C. D. O., Branco, L. D., Cotrena, C., Kristensen, C. H., Bakos, D. S., & Fonseca, R. P. (2014) · Frontiers in Neuroscience · doi:10.3389/fnins.2014.00061 · Cited by 35 · see citing works
Quintana, D. S., & Williams, D. R. (2017) · doi:10.31219/osf.io/wun5v · Cited by 35 · see citing works
Cerebellar damage impairs the self-rating of regret feeling in a gambling task
Clausi, S., Coricelli, G., Pisotta, I., Pavone, E. F., Lauriola, M., Molinari, M., & Leggio, M. G. (2015) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2015.00113 · Cited by 27 · see citing works
Stress induced risk-aversion is reverted by D2/D3 agonist in the rat
Morgado, P. F., Marques, F., Ribeiro, B. M., Leite‐Almeida, H., Pêgo, J. M., Rodrigues, A. J., Dalla, C., Kokras, N., Sousa, N., & Cerqueira, J. (2015) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2015.07.003 · Cited by 23 · see citing works
Self-citationEmotional processing in obsessive–compulsive disorder
Casado, Y., Cobos, P., Godoy, A., Machado‐Pinheiro, W., & Vila, J. (2011) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2011.07.003 · Cited by 15 · see citing works
Macoveanu, J., Miskowiak, K. W., Kessing, L. V., Vinberg, M., & Siebner, H. R. (2015) · Journal of Psychiatry and Neuroscience · doi:10.1503/jpn.140220 · Cited by 9 · see citing works
Self-citationWhittal, M. L., & Robichaud, M. (2010) · Cambridge University Press eBooks · doi:10.1017/cbo9780511781919.009 · Cited by 7 · see citing works
Moreira, J. F. G., & Telzer, E. H. (2020) · Carolina Digital Repository (University of North Carolina at Chapel Hill) · doi:10.17615/7kv8-d555 · Cited by 6 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Abramowitz JS, Taylor S, McKay D. Obsessive-compulsive disor- der. Lancet 2009;374:491-9.
Cited by
Sorted by citations
Toward a neurocircuit-based taxonomy to guide treatment of obsessive-compulsive disorder
Shephard, E., Stern, E. R., van den Heuvel, O. A., Costa, D. L. C., Batistuzzo, M. C., Godoy, P. B. G., Lopes, A. C., Brunoni, A. R., Hoexter, M. Q., Shavitt, R. G., et al. (2021) · Molecular Psychiatry · doi:10.1038/s41380-020-01007-8 · Cited by 250 · see citing works
Anterior Cingulate Cortex and the Control of Dynamic Behavior in Primates
Monosov, I. E., Haber, S. N., Leuthardt, E. C., & Jezzini, A. (2020) · Current Biology · doi:10.1016/j.cub.2020.10.009 · Cited by 118 · see citing works
The Role of Stress in Obsessive-Compulsive Disorder: A Narrative Review
Raposo-Lima, C., & Morgado, P. (2020) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000274 · Cited by 37 · see citing works
Self-citationStephenson, C., Philipp-Muller, A., Moghimi, E., Nashed, J. Y., Cook, D. J., Shirazi, A., Milev, R., & Alavi, N. (2025) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-024-01852-6 · Cited by 10 · see citing works
Cognitive neuroscience of obsessive-compulsive disorder
Bragdon, L. B., Eng, G. K., Recchia, N., Collins, K. A., & Stern, E. R. (2023) · Psychiatric Clinics of North America · doi:10.1016/j.psc.2022.11.001 · Cited by 7 · see citing works
- Authors
- Moreira, P. S., Macoveanu, J., Marques, P., Coelho, A., Magalhães, R., Siebner, H. R., Soares, J. M., Sousa, N., & Morgado, P.
- Affiliations
- University of Copenhagen (DK)
- ORCID
- Venue
- Journal of Psychiatry and Neuroscience
- Publisher
- Canadian Science Publishing
- Published
- 2020-03
- Volume
- 45
- Issue
- 2
- Pages
- 98-107
- ISSN
- 1180-4882 (ISSN-L)
- 1488-2434
- PMC
- PMC7828903
- OpenAlex
- W2988411889
- Cited by
- 26
- References
- 62
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 9 · 2023: 1 · 2022: 3 · 2021: 3 · 2020: 5
- FWCI
- 1.20
- Type
- journal article
- Language
- en
- Open access
- diamond
- doi.org
- Locations
- Journal of Psychiatry and Neuroscience (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- Research at the University of Copenhagen (University of Copenhagen) (publishedVersion, other-oa)
- PubMed (publishedVersion)
- Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT) (submittedVersion)
- Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT) (submittedVersion, cc-by-nc-nd)
- Funders
- Lundbeckfonden (R186-2015-2138)
- Novo Nordisk Fonden (NNF14OC0011413)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Obsessive-Compulsive Spectrum Disorders
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- obsessive-compulsive disorder, risky decision making, reward prediction error, emotional decision-making, gambling, anterior cingulate cortex, orbitofrontal cortex, amygdala, posterior cingulum, precuneus, calcarine cortex, putamen, indecision, intolerance of uncertainty, brain activation
- MeSH terms
- Adult, Amygdala, Brain, Decision Making, Female, Gyrus Cinguli, Humans, Magnetic Resonance Imaging, Male, Neural Pathways, Obsessive-Compulsive Disorder, Occipital Lobe, Parietal Lobe, Reward, Risk-Taking, Young Adult, Functional Neuroimaging
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review