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Impaired probabilistic reversal learning in youths with mood and anxiety disorders
Open accessAbstract
Background: From an affective neuroscience perspective, our understanding of psychiatric illness may be advanced by neuropsychological test paradigms probing emotional processes. Reversal learning is one such process, whereby subjects must first acquire stimulus/reward and stimulus/punishment associations through trial and error and then reverse them. We sought to determine the specificity of previously demonstrated reversal learning impairments in youths with bipolar disorder (BD) by now comparing BD youths to those with severe mood dysregulation (SMD), major depressive disorder (MDD), anxiety (ANX), and healthy controls. Method: We administered the probabilistic response reversal (PRR) task to 165 pediatric participants aged 7–17 years with BD (n=35), SMD (n=35), ANX (n=42), MDD (n=18) and normal controls (NC; n=35). Our primary analysis compared PRR performance across all five groups matched for age, sex and IQ. Results: Compared to typically developing controls, probabilistic reversal learning was impaired in BD youths, with a trend in those with MDD (p=0.07). Conclusions: Our results suggest that reversal learning deficits are present in youths with BD and possibly those with MDD. Further work is necessary to elucidate the specificity of neural mechanisms underlying such behavioral deficits.
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“depressed humans show deficits in cognitive flexibility [9]”
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“All participants were evaluated by graduate-level clinicians with high inter-rater reliability (k>0.75) using the Kiddie-Schedule for Affective Disorders Present and Lifetime version (K-SADS-PL) administered to parents and children separately (Kaufman et al. 1997).”
MethodInfluentialA Rating Scale for Mania: Reliability, Validity and Sensitivity
Young, R. C., Biggs, J. T., Ziegler, V. E., & Meyer, D. A. (1978) · British Journal of Psychiatry · doi:10.1192/bjp.133.5.429 · Cited by 8,744 · cited 1×
“BD and SMD subjects completed the Young Mania Rating Scale (YMRS; Young et al. 1978).”
MethodAnxiety and cognitive performance: Attentional control theory
Eysenck, M. W., Derakshan, N., Santos, R., & Calvo, M. G. (2007) · Emotion · doi:10.1037/1528-3542.7.2.336 · Cited by 5,289 · cited 2×
“Nevertheless, previous studies have demonstrated that ANX subjects, including those with trait anxiety, have deficits in paradigms requiring goal-directed stimulus attention and task switching, such as the Wisconsin Card Sorting Task (WCST; Eysenck et al. 2007).”
BackgroundA Children's Global Assessment Scale (CGAS)
Shaffer, D. (1983) · Archives of General Psychiatry · doi:10.1001/archpsyc.1983.01790100074010 · Cited by 3,716 · cited 2×
“…2002) and/or a Children’s Depression Rating Scale (CDRS) score >39 (Poznanski et al. 1985) ; (2) a Children’s Global Assessment Scale (CGAS) score<60 (Shaffer et al. 1983) ; and (3) persistent anxiety and/ or depression (consistently elevated PARS and/or CDRS) during 3 weeks of supportive…”
BackgroundMethodDissociable Roles of Ventral and Dorsal Striatum in Instrumental Conditioning
O'Doherty, J., Dayan, P., Schultz, J., Deichmann, R., Friston, K., & Dolan, R. J. (2004) · Science · doi:10.1126/science.1094285 · Cited by 2,088 · cited 4×
“…and adults after neurosurgical resection indicate that it is mediated by similar regions, including both the frontal cortex (dorsomedial, inferior and ventromedial) and the striatum (Blair et al. 2001 ; Cools et al. 2002, 2004 ; Clark et al. 2004 ; O’Doherty et al. 2004 ; Budhani et al. 2007).”
BackgroundInfluentialFMRI visualization of brain activity during a monetary incentive delay task
Knutson, B., Westdorp, A., Kaiser, E., & Hommer, D. (2000) · NeuroImage · doi:10.1006/nimg.2000.0593 · Cited by 1,414 · cited 2×
“2007) whereas the ventral striatum transforms concrete stimulus exemplar information into motor responses (Knutson et al. 2000 ; Cools et al. 2004).”
BackgroundInfluentialImpaired social response reversal: A case of `acquired sociopathy'
Blair, J. (2000) · Brain · doi:10.1093/brain/123.6.1122 · Cited by 905
Self-citationCools, R., Clark, L., Owen, A. M., & Robbins, T. W. (2002) · The Journal of Neuroscience · doi:10.1523/jneurosci.22-11-04563.2002 · Cited by 784 · cited 2×
“…and adults after neurosurgical resection indicate that it is mediated by similar regions, including both the frontal cortex (dorsomedial, inferior and ventromedial) and the striatum (Blair et al. 2001 ; Cools et al. 2002, 2004 ; Clark et al. 2004 ; O’Doherty et al. 2004 ; Budhani et al. 2007).”
BackgroundDefining Clinical Phenotypes of Juvenile Mania
Leibenluft, E., Charney, D. S., Towbin, K. E., Bhangoo, R. K., & Pine, D. S. (2003) · American Journal of Psychiatry · doi:10.1176/appi.ajp.160.3.430 · Cited by 685 · cited 6×
“For the BD group, children with irritable mania only, without elevated or expansive mood, were excluded (Geller et al. 1998 ; Leibenluft et al. 2003).”
BackgroundMethodInfluentialSelf-citationFunctional anatomical abnormalities in limbic and prefrontal cortical structures in major depression
Drevets, W. C. (2000) · Progress in Brain Research · doi:10.1016/s0079-6123(00)26027-5 · Cited by 659 · cited 1×
“Moreover, reversal learning is mediated by the same frontostriatal circuit implicated in BD, MDD and ANX (Drevets, 2000 ; Thomas et al. 2001 ; Blumberg et al. 2002 ; Monk et al. 2006 ; Krain et al. 2008 ; Pfeifer et al. 2008).”
BackgroundThe roles of orbital frontal cortex in the modulation of antisocial behavior
Blair, J. (2004) · Brain and Cognition · doi:10.1016/s0278-2626(03)00276-8 · Cited by 635 · cited 1×
“That is, irritability in youths may be due in part to the frustration that occurs when they are unable to adapt to changing reward contingencies in the environment (Blair & Cipolotti, 2000 ; Blair, 2004).”
BackgroundSelf-citationFellows, L. K. (2003) · Brain · doi:10.1093/brain/awg180 · Cited by 631 · cited 1×
“PRR is of particular interest because the circuitry mediating its performance has been well studied in humans and non-human primates (Cools et al. 2002 ; Fellows & Farah, 2003 ; Clark et al. 2004 ; Izquierdo & Murray, 2004 ; Budhani et al. 2007 ; Bellebaum et al. 2008).”
BackgroundRobbins, T. W., James-Galton, M., Owen, A. M., Sahakian, B. J., Lawrence, A. D., McInnes, L., & Rabbitt, P. (1998) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617798455073 · Cited by 629 · cited 1×
“However, it is important to note that the WCST is thought to rely on attentionally based category shifting (Robbins et al. 1998).”
BackgroundFluvoxamine for the Treatment of Anxiety Disorders in Children and Adolescents
Walkup, J. T., Labellarte, M. J., Riddle, M. A., Pine, D. S., Greenhill, L., Klein, R., Davies, M., Sweeney, M., Abikoff, H., Hack, S., et al. (2001) · New England Journal of Medicine · doi:10.1056/nejm200104263441703 · Cited by 588
Self-citationAmygdala Response to Fearful Faces in Anxious and Depressed Children
Thomas, K. M. (2001) · Archives of General Psychiatry · doi:10.1001/archpsyc.58.11.1057 · Cited by 582 · cited 1×
“Moreover, reversal learning is mediated by the same frontostriatal circuit implicated in BD, MDD and ANX (Drevets, 2000 ; Thomas et al. 2001 ; Blumberg et al. 2002 ; Monk et al. 2006 ; Krain et al. 2008 ; Pfeifer et al. 2008).”
BackgroundNeurochemical Modulation of Response Inhibition and Probabilistic Learning in Humans
Chamberlain, S. R., Müller, U., Blackwell, A. D., Clark, L., Robbins, T. W., & Sahakian, B. J. (2006) · Science · doi:10.1126/science.1121218 · Cited by 573 · cited 2×
“…study in healthy adults found that those taking the selective serotonin reuptake inhibitor citalopram had impaired probabilistic learning but unaltered response inhibition, whereas the opposite was true for those taking the noradrenaline reuptake inhibitor atomoxetine (Chamberlain et al. 2006).”
ResultChamberlain, S. R., Menzies, L., Hampshire, A., Suckling, J., Fineberg, N. A., del Campo, N., Aitken, M., Craig, K., Owen, A. M., Bullmore, E. T., et al. (2008) · Science · doi:10.1126/science.1154433 · Cited by 550 · cited 1×
“Other regions that may play an accessory role include the parietal cortex, which is implicated in decision making in the presence of uncertainty (Paulus et al. 2001 ; Huettel, 2006 ; Chamberlain et al. 2008).”
BackgroundThe Pediatric Anxiety Rating Scale (PARS): development and psychometric properties
P, T. R. U. O. P. (2002) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-200209000-00006 · Cited by 532
Prevalence, Clinical Correlates, and Longitudinal Course of Severe Mood Dysregulation in Children
Brotman, M. A., Schmajuk, M., Rich, B. A., Dickstein, D. P., Guyer, A. E., Costello, E. J., EGGER, H. L., Angold, A. C., Pine, D. S., & Leibenluft, E. (2006) · Biological Psychiatry · doi:10.1016/j.biopsych.2006.08.042 · Cited by 491 · cited 1×
“Although some studies show that SMD youths share some deficits with those with narrow-phenotype BD, including face emotion labeling (Guyer et al. 2007 ; Rich et al. 2008), others show differences between SMD and BD, including family history and longitudinal course (Brotman et al. 2006, 2007).”
BackgroundSelf-citationMonk, C. S., Nelson, E. E., McClure, E. B., Mogg, K., Bradley, B. P., Leibenluft, E., Blair, R. J. R., Chen, G., Charney, D. S., Ernst, M., et al. (2006) · American Journal of Psychiatry · doi:10.1176/ajp.2006.163.6.1091 · Cited by 458 · cited 1×
“Moreover, reversal learning is mediated by the same frontostriatal circuit implicated in BD, MDD and ANX (Drevets, 2000 ; Thomas et al. 2001 ; Blumberg et al. 2002 ; Monk et al. 2006 ; Krain et al. 2008 ; Pfeifer et al. 2008).”
BackgroundThe neuropsychology of ventral prefrontal cortex: Decision-making and reversal learning
Clark, L., Cools, R., & Robbins, T. W. (2004) · Brain and Cognition · doi:10.1016/s0278-2626(03)00284-7 · Cited by 439 · cited 5×
“PRR is of particular interest because the circuitry mediating its performance has been well studied in humans and non-human primates (Cools et al. 2002 ; Fellows & Farah, 2003 ; Clark et al. 2004 ; Izquierdo & Murray, 2004 ; Budhani et al. 2007 ; Bellebaum et al. 2008).”
BackgroundInfluentialAbnormal attention modulation of fear circuit function in pediatric generalized anxiety disorder
McClure, E. B., Monk, C. S., Nelson, E. E., Parrish, J. M., Adler, A., Blair, R. J. R., Fromm, S., Charney, D. S., Leibenluft, E., Ernst, M., et al. (2007) · Archives of General Psychiatry · doi:10.1001/archpsyc.64.1.97 · Cited by 431 · cited 2×
“fMRI has not been used to study the circuitry mediating reversal learning in patients with MDD, but several regions of the PFC and the striatum have been implicated in the pathophysiology of depression (Milham et al. 2005 ; Rosenberg et al. 2005 ; Roberson-Nay et al. 2006 ; McClure et al. 2007).”
MethodFluoxetine for the Treatment of Childhood Anxiety Disorders
Birmaher, B. B., Axelson, D., Monk, K., Kalas, C., Clark, D. B., Ehmann, M., Bridge, J. A., Heo, J., & Brent, D. A. (2003) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/01.chi.0000037049.04952.9f · Cited by 378 · cited 2×
“Such grouping of ANX youths has been used by the Research Units on Pediatric Psychopharmacology (RUPP, 2001) and in other randomized controlled trials for pediatric anxiety (Birmaher et al. 2003).”
BackgroundMethodFinger, E. C., Marsh, A. A., Mitchell, D. G., Reid, M. E., Sims, C., Budhani, S., Kosson, D. S., Chen, G., Towbin, K. E., Leibenluft, E., et al. (2008) · Archives of General Psychiatry · doi:10.1001/archpsyc.65.5.586 · Cited by 365 · cited 1×
“By contrast, such adolescents did not have alterations in either the dorsomedial or inferior frontal cortex, suggesting an intact ability to alter motor responses (Finger et al. 2008).”
BackgroundKEMPTON, S., Vance, A. L. A., Maruff, P. T., Luk, E., Costin, J., & Pantelis, C. (1999) · Psychological Medicine · doi:10.1017/s0033291799008338 · Cited by 349 · cited 8×
“Prepubertal and early adolescent bipolarity differentiate from ADHD by manic symptoms, grandiose delusions, ultra-rapid or ultradian cycling.”
BackgroundResultInfluentialThe Pediatric Anxiety Rating Scale (PARS): Development and Psychometric Properties
Riddle, M., Ginsburg, G. S., Walkup, J., Labellarte, M. J., Pine, D. S., Davies, M., Greenhill, L., Sweeney, M., KLEIN, R. G., Abikoff, H., et al. (2002) · Institutional Research Information System University of Turin (University of Turin) · doi:10.1097/01.chi.0000020259.43550.f4 · Cited by 331
Self-citationBlair, J., Colledge, E., & Mitchell, D. G. V. (2001) · Research on Child and Adolescent Psychopathology · doi:10.1023/a:1012277125119 · Cited by 330 · cited 5×
“…Medicine (2010), 40, 1089–1100. f Cambridge University Press 2009 doi:10.1017/S0033291709991462 ORIGINAL ARTICLE (Blair et al. 2001 ; Clark et al. 2004 ; Cools et al. 2004 ; O’Doherty et al. 2004 ; Budhani et al. 2007) whereas the ventral striatum transforms…”
BackgroundInfluentialSelf-citationRich, B. A., Vinton, D. T., Roberson‐Nay, R., Hommer, R. E., Berghorst, L. H., Tone, E. B., Fromm, S. J., Pine, D. S., & Leibenluft, E. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0603246103 · Cited by 293 · cited 2×
“However, emerging neuroimaging data using tasks other than reversal learning implicate several frontal regions, including dorsolateral, ventromedial and anterior cingulate cortices, along with the amygdala and striatum in the pathophysiology of pediatric BD (Blumberg et al. 2003 ; Rich et al. 2006 ; Dickstein et al. 2…”
BackgroundSelf-citationGeller, B., Williams, M., Zimerman, B., Frazier, J., Beringer, L., & Warner, K. (1998) · Journal of Affective Disorders · doi:10.1016/s0165-0327(98)00175-x · Cited by 292 · cited 1×
“For the BD group, children with irritable mania only, without elevated or expansive mood, were excluded (Geller et al. 1998 ; Leibenluft et al. 2003).”
Affective Neural Circuitry During Facial Emotion Processing in Pediatric Bipolar Disorder
Pavuluri, M. N., O‘Connor, M. M., Harral, E., & Sweeney, J. A. (2007) · Biological Psychiatry · doi:10.1016/j.biopsych.2006.07.011 · Cited by 268 · cited 1×
“…regions, including dorsolateral, ventromedial and anterior cingulate cortices, along with the amygdala and striatum in the pathophysiology of pediatric BD (Blumberg et al. 2003 ; Rich et al. 2006 ; Dickstein et al. 2007b ; Leibenluft et al. 2007 ; Nelson et al. 2007 ; Pavuluri et al. 2007, 2008).”
BackgroundPsychopathy, frustration, and reactive aggression: The role of ventromedial prefrontal cortex
Blair, J. (2009) · British Journal of Psychology · doi:10.1348/000712609x418480 · Cited by 258 · cited 2×
“Moreover, secondary analyses reveal that BD and SMD may show particular difficulty in using reinforcement expectancy information to guide their behavioral choices, as they are more likely to shift away from a correct response whether they have received either a reward or ‘spurious’ punishment (Blair, 2009).”
BackgroundSelf-citationSpecificity of facial expression labeling deficits in childhood psychopathology
Guyer, A. E., Tone, E. B., Adler, A., Brotman, M. A., Rich, B. A., Kimes, A. S., Pine, D. S., Ernst, M., & Leibenluft, E. (2007) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2007.01758.x · Cited by 255 · cited 2×
“Although some studies show that SMD youths share some deficits with those with narrow-phenotype BD, including face emotion labeling (Guyer et al. 2007 ; Rich et al. 2008), others show differences between SMD and BD, including family history and longitudinal course (Brotman et al. 2006, 2007).”
BackgroundSelf-citationChildren's Depression Rating Scale--Revised
Poznanski, E. O., GROSSMAN, J. A., BUCHSBAUM, Y. Y., Banegas, M., Freeman, L., & Gibbons, R. D. (1984) · PsycTESTS Dataset · doi:10.1037/t55280-000 · Cited by 253
National Institute of Mental Health Research Roundtable on Prepubertal Bipolar Disorder
Nottelmann, E. D. (2001) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-200108000-00007 · Cited by 242
Cools, R., Clark, L., & Robbins, T. W. (2004) · Journal of Neuroscience · doi:10.1523/jneurosci.4312-03.2004 · Cited by 239 · cited 6×
“2007) whereas the ventral striatum transforms concrete stimulus exemplar information into motor responses (Knutson et al. 2000 ; Cools et al. 2004).”
BackgroundInfluentialBlumberg, H. P., Martin, A., Kaufman, J., Leung, H.-C., Skudlarski, P., Lacadie, C., Fulbright, R. K., Gore, J. C., Charney, D. S., Krystal, J. H., et al. (2003) · American Journal of Psychiatry · doi:10.1176/appi.ajp.160.7.1345 · Cited by 235 · cited 2×
“However, emerging neuroimaging data using tasks other than reversal learning implicate several frontal regions, including dorsolateral, ventromedial and anterior cingulate cortices, along with the amygdala and striatum in the pathophysiology of pediatric BD (Blumberg et al. 2003 ; Rich et al. 2006 ; Dickstein et al. 2…”
BackgroundPaulus, M. P., Hozack, N., Zauscher, B. E., McDowell, J. E., Frank, L. R., Brown, G. G., & BRAFF, D. L. (2001) · NeuroImage · doi:10.1006/nimg.2000.0667 · Cited by 231 · cited 1×
“Other regions that may play an accessory role include the parietal cortex, which is implicated in decision making in the presence of uncertainty (Paulus et al. 2001 ; Huettel, 2006 ; Chamberlain et al. 2008).”
BackgroundChildren's Depression Rating Scale - Revised (September 1984)
Poznanski, E. O., Freeman, L., & Mokros, H. B. (1985) · Psychopharmacology Bulletin · Cited by 228
Abnormal Reward System Activation in Mania
Abler, B., Greenhouse, I., Ongur, D., Walter, H., & Heckers, S. (2008) · Neuropsychopharmacology · doi:10.1038/sj.npp.1301620 · Cited by 216 · cited 1×
“Our study suggests that BD youths may have neural alterations in frontostriatal regions mediating reversal learning, especially those involved with the receipt of unexpected, spurious reward and punishment (Ramnani et al. 2004 ; Abler et al. 2008).”
BackgroundNeuropsychological performance in pediatric bipolar disorder
Dickstein, D. P., Treland, J. E., Snow, J., Tone, E. B., Mehta, M. S., Towbin, K. E., Pine, D. S., & Leibenluft, E. (2003) · Biological Psychiatry · doi:10.1016/s0006-3223(03)00701-7 · Cited by 197 · cited 1×
“Specifically, we have shown that BD youths made more errors and required more trials and time to complete a simple reversal than controls (Dickstein et al. 2004).”
Self-citationMilham, M. P., Nugent, A. C., Drevets, W. C., Dickstein, D. S., Leibenluft, E., Ernst, M., Charney, D., & Pine, D. S. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2005.01.038 · Cited by 186 · cited 2×
“fMRI has not been used to study the circuitry mediating reversal learning in patients with MDD, but several regions of the PFC and the striatum have been implicated in the pathophysiology of depression (Milham et al. 2005 ; Rosenberg et al. 2005 ; Roberson-Nay et al. 2006 ; McClure et al. 2007).”
MethodSelected executive skills in adolescents with recent first episode major depression
Kyte, Z. A., Goodyer, I. M., & Sahakian, B. J. (2005) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2004.00400.x · Cited by 169 · cited 1×
“One previous study failed to find reversal learning deficits in MDD youths (n=30) versus controls (n=49) using the non-probabilistic ID/ ED task (Kyte et al. 2005).”
MethodIzquierdo, A., & Murray, E. A. (2004) · Journal of Neurophysiology · doi:10.1152/jn.00968.2003 · Cited by 167 · cited 1×
“PRR is of particular interest because the circuitry mediating its performance has been well studied in humans and non-human primates (Cools et al. 2002 ; Fellows & Farah, 2003 ; Clark et al. 2004 ; Izquierdo & Murray, 2004 ; Budhani et al. 2007 ; Bellebaum et al. 2008).”
BackgroundFace emotion labeling deficits in children with bipolar disorder and severe mood dysregulation
Rich, B. A., Grimley, M. E., Schmajuk, M., Blair, K. S., Blair, J., & Leibenluft, E. (2008) · Development and Psychopathology · doi:10.1017/s0954579408000266 · Cited by 165 · cited 2×
“Although some studies show that SMD youths share some deficits with those with narrow-phenotype BD, including face emotion labeling (Guyer et al. 2007 ; Rich et al. 2008), others show differences between SMD and BD, including family history and longitudinal course (Brotman et al. 2006, 2007).”
BackgroundSelf-citationMania and ADHD: comorbidity or confusion
Carlson, G. A. (1998) · Journal of Affective Disorders · doi:10.1016/s0165-0327(98)00179-7 · Cited by 164 · cited 2×
“We include youths with SMD because these patients suffer from attention deficit/hyperactivity disorder (ADHD)-like symptoms of hyperactivity plus severe irritability, and their diagnostic status vis-à-vis BD is unclear (Carlson, 1998 ; NIMH, 2001; Leibenluft et al. 2003).”
MethodRoberson-Nay, R., McClure, E. B., Monk, C. S., Nelson, E. E., Guyer, A. E., Fromm, S. J., Charney, D. S., Leibenluft, E., Blair, J., Ernst, M., et al. (2006) · Biological Psychiatry · doi:10.1016/j.biopsych.2006.02.018 · Cited by 164 · cited 2×
“fMRI has not been used to study the circuitry mediating reversal learning in patients with MDD, but several regions of the PFC and the striatum have been implicated in the pathophysiology of depression (Milham et al. 2005 ; Rosenberg et al. 2005 ; Roberson-Nay et al. 2006 ; McClure et al. 2007).”
MethodSelf-citationCognitive Flexibility in Phenotypes of Pediatric Bipolar Disorder
Dickstein, D. P., Nelson, E. E., Tone, E. B., Grimley, M. E., Knopf, L., Brotman, M. A., Rich, B. A., Pine, D. S., & Leibenluft, E. (2007) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/chi.0b013e31802d0b3d · Cited by 159 · cited 3×
“However, both BD and SMD subjects were impaired on the compound reversal stage (i.e. reversals involving compound stimuli of white line drawings superimposed on purple shapes ; subjects must discern which of the two stimuli is linked to reward) (Dickstein et al. 2007a).”
BackgroundSelf-citationMeta-Analysis of Amygdala Volumes in Children and Adolescents With Bipolar Disorder
Pfeifer, J. C., Welge, J. A., Strakowski, S. M., Adler, C. M., & DelBello, M. P. (2008) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/chi.0b013e318185d299 · Cited by 158 · cited 1×
“Moreover, reversal learning is mediated by the same frontostriatal circuit implicated in BD, MDD and ANX (Drevets, 2000 ; Thomas et al. 2001 ; Blumberg et al. 2002 ; Monk et al. 2006 ; Krain et al. 2008 ; Pfeifer et al. 2008).”
BackgroundParental Diagnoses in Youth With Narrow Phenotype Bipolar Disorder or Severe Mood Dysregulation
Brotman, M. A., Kassem, L., Reising, M. M., Guyer, A. E., Dickstein, D. P., Rich, B. A., Towbin, K. E., Pine, D. S., McMahon, F. J., & Leibenluft, E. (2007) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2007.06101619 · Cited by 156 · cited 1×
“Although some studies show that SMD youths share some deficits with those with narrow-phenotype BD, including face emotion labeling (Guyer et al. 2007 ; Rich et al. 2008), others show differences between SMD and BD, including family history and longitudinal course (Brotman et al. 2006, 2007).”
BackgroundSelf-citationBudhani, S., Richell, R. A., & Blair, J. (2006) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.115.3.552 · Cited by 151 · cited 1×
“For the reversal trials, we calculated win-stay and lose-stay percentages for both correct and incorrect responses following the receipt of reward or punishment (Budhani et al. 2006).”
MethodSelf-citationNeural Circuitry Engaged During Unsuccessful Motor Inhibition in Pediatric Bipolar Disorder
Leibenluft, E., Rich, B. A., Vinton, D. T., Nelson, E. E., Fromm, S. J., Berghorst, L. H., Joshi, P. T., Robb, A. S., Schachar, R. J., Dickstein, D. P., et al. (2007) · American Journal of Psychiatry · doi:10.1176/ajp.2007.164.1.52 · Cited by 148 · cited 2×
“However, emerging neuroimaging data using tasks other than reversal learning implicate several frontal regions, including dorsolateral, ventromedial and anterior cingulate cortices, along with the amygdala and striatum in the pathophysiology of pediatric BD (Blumberg et al. 2003 ; Rich et al. 2006 ; Dickstein et al. 2…”
BackgroundSelf-citationKrain, A. L., Gotimer, K., Hefton, S., Ernst, M., Castellanos, F. X., Pine, D. S., & Milham, M. P. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2007.06.011 · Cited by 147 · cited 1×
“Moreover, reversal learning is mediated by the same frontostriatal circuit implicated in BD, MDD and ANX (Drevets, 2000 ; Thomas et al. 2001 ; Blumberg et al. 2002 ; Monk et al. 2006 ; Krain et al. 2008 ; Pfeifer et al. 2008).”
BackgroundSelf-citationLeibenluft, E., Rich, B. A., Vinton, D. T., Nelson, E. E., Fromm, S. J., Berghorst, L. H., Joshi, P. T., Robb, A. S., Schachar, R. J., Dickstein, D. P., et al. (2007) · American Journal of Psychiatry · doi:10.1176/ajp.2007.164.1.a52 · Cited by 146
Self-citationRosenberg, D. R., MacMaster, F. P., Mirza, Y., Smith, J. M., Easter, P. C., Banerjee, S. P., Bhandari, R. P., Boyd, C. C., Lynch, M. A., Rose, M., et al. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2005.05.007 · Cited by 140 · cited 2×
“fMRI has not been used to study the circuitry mediating reversal learning in patients with MDD, but several regions of the PFC and the striatum have been implicated in the pathophysiology of depression (Milham et al. 2005 ; Rosenberg et al. 2005 ; Roberson-Nay et al. 2006 ; McClure et al. 2007).”
MethodPrediction error for free monetary reward in the human prefrontal cortex
Ramnani, N., Elliott, R., Athwal, B. S., & Passingham, R. E. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.07.028 · Cited by 136 · cited 1×
“Our study suggests that BD youths may have neural alterations in frontostriatal regions mediating reversal learning, especially those involved with the receipt of unexpected, spurious reward and punishment (Ramnani et al. 2004 ; Abler et al. 2008).”
BackgroundPavuluri, M. N., O’Connor, M. M., Harral, E. M., & Sweeney, J. A. (2008) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2007.10.003 · Cited by 134 · cited 1×
“…regions, including dorsolateral, ventromedial and anterior cingulate cortices, along with the amygdala and striatum in the pathophysiology of pediatric BD (Blumberg et al. 2003 ; Rich et al. 2006 ; Dickstein et al. 2007b ; Leibenluft et al. 2007 ; Nelson et al. 2007 ; Pavuluri et al. 2007, 2008).”
BackgroundNeural correlates of response reversal: Considering acquisition
Budhani, S., Marsh, A. A., Pine, D. S., & Blair, J. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.08.060 · Cited by 120 · cited 5×
“PRR is of particular interest because the circuitry mediating its performance has been well studied in humans and non-human primates (Cools et al. 2002 ; Fellows & Farah, 2003 ; Clark et al. 2004 ; Izquierdo & Murray, 2004 ; Budhani et al. 2007 ; Bellebaum et al. 2008).”
BackgroundInfluentialSelf-citationDeficits on a Probabilistic Response-Reversal Task in Patients With Pediatric Bipolar Disorder
Gorrindo, T., Blair, R. J. R., Budhani, S., Dickstein, D. P., Pine, D. S., & Leibenluft, E. (2005) · American Journal of Psychiatry · doi:10.1176/appi.ajp.162.10.1975 · Cited by 111 · cited 3×
“In addition, compared to controls, fewer BD patients achieved this minimal competence (Gorrindo et al. 2005).”
ResultSelf-citation(2006) · PubMed · Cited by 106
Focal basal ganglia lesions are associated with impairments in reward-based reversal learning
Bellebaum, C., Koch, B., Schwarz, M., & Daum, I. (2008) · Brain · doi:10.1093/brain/awn011 · Cited by 92 · cited 1×
“PRR is of particular interest because the circuitry mediating its performance has been well studied in humans and non-human primates (Cools et al. 2002 ; Fellows & Farah, 2003 ; Clark et al. 2004 ; Izquierdo & Murray, 2004 ; Budhani et al. 2007 ; Bellebaum et al. 2008).”
BackgroundNeural activation during encoding of emotional faces in pediatric bipolar disorder
Dickstein, D. P., Rich, B. A., Roberson‐Nay, R., Berghorst, L. H., Vinton, D. T., Pine, D. S., & Leibenluft, E. (2007) · Bipolar Disorders · doi:10.1111/j.1399-5618.2007.00418.x · Cited by 83 · cited 3×
“However, both BD and SMD subjects were impaired on the compound reversal stage (i.e. reversals involving compound stimuli of white line drawings superimposed on purple shapes ; subjects must discern which of the two stimuli is linked to reward) (Dickstein et al. 2007a).”
BackgroundSelf-citationBehavioral, but not reward, risk modulates activation of prefrontal, parietal, and insular cortices
Huettel, S. A. (2006) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/cabn.6.2.141 · Cited by 73 · cited 1×
“Other regions that may play an accessory role include the parietal cortex, which is implicated in decision making in the presence of uncertainty (Paulus et al. 2001 ; Huettel, 2006 ; Chamberlain et al. 2008).”
BackgroundFrontotemporal neural systems in bipolar disorder
Blumberg, H. P., Charney, D. S., & Krystal, J. H. (2002) · Seminars in Clinical Neuropsychiatry · doi:10.1053/scnp.2002.35220 · Cited by 68 · cited 1×
“Moreover, reversal learning is mediated by the same frontostriatal circuit implicated in BD, MDD and ANX (Drevets, 2000 ; Thomas et al. 2001 ; Blumberg et al. 2002 ; Monk et al. 2006 ; Krain et al. 2008 ; Pfeifer et al. 2008).”
BackgroundNelson, E. E., Vinton, D. T., Berghorst, L. H., Towbin, K. E., Hommer, R. E., Dickstein, D. P., Rich, B. A., Brotman, M. A., Pine, D. S., & Leibenluft, E. (2007) · Bipolar Disorders · doi:10.1111/j.1399-5618.2007.00419.x · Cited by 65 · cited 2×
“However, emerging neuroimaging data using tasks other than reversal learning implicate several frontal regions, including dorsolateral, ventromedial and anterior cingulate cortices, along with the amygdala and striatum in the pathophysiology of pediatric BD (Blumberg et al. 2003 ; Rich et al. 2006 ; Dickstein et al. 2…”
BackgroundSelf-citationAbnormal rhythmic motor response in children with attention-deficit–hyperactivity disorder
Ben‐Pazi, H., Gross‐Tsur, V., Bergman, H., & Shalev, R. S. (2003) · Developmental Medicine & Child Neurology · doi:10.1017/s0012162203001385 · Cited by 57
The contribution of ventrolateral and dorsolateral prefrontal cortex to response reversal
Mitchell, D. G. V., Rhodes, R. A., Pine, D. S., & Blair, J. (2007) · Behavioural Brain Research · doi:10.1016/j.bbr.2007.08.034 · Cited by 53 · cited 1×
“By contrast, reversal learning tasks rely on the ability to update reinforcement values associated with different responses to objects (Mitchell et al. 2008 ; Xue et al. 2008).”
BackgroundSelf-citationNeural Substrates for Reversing Stimulus–Outcome and Stimulus–Response Associations
Xue, G., Ghahremani, D. G., & Poldrack, R. A. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.4001-08.2008 · Cited by 47 · cited 1×
“By contrast, reversal learning tasks rely on the ability to update reinforcement values associated with different responses to objects (Mitchell et al. 2008 ; Xue et al. 2008).”
BackgroundDeVido, J. J., Jones, M., Geraci, M. F., Hollon, N. G., Blair, J., Pine, D. S., & Blair, K. S. (2008) · Psychological Medicine · doi:10.1017/s003329170800487x · Cited by 32 · cited 1×
“Indeed, recent data suggest that specific deficits in stimulus/reinforcement-based decision making are present in adults with generalized anxiety but not in those with social phobia (Devido et al. 2008).”
BackgroundSelf-citationNeurons and the synaptic basis of the fMRI signal associated with cognitive flexibility
Stemme, A., Deco, G., BUSCH, A., & Schneider, W. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.01.044 · Cited by 28 · cited 1×
“From an affective neuroscience perspective, reversal learning taps into cognitive flexibility, defined as the ability to adapt one’s thinking and behavior in response to changing environmental conditions including rewards (Cools et al. 2004 ; Stemme et al. 2005).”
Background
Research works printed but not linked: 1
- 10.1111/j.1469-8749.2003.tb00883.x · DOI
Cited by
Sorted by citations
Severe Mood Dysregulation, Irritability, and the Diagnostic Boundaries of Bipolar Disorder in Youths
Leibenluft, E. (2011) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2010.10050766 · Cited by 565
Self-citationDeeply Felt Affect: The Emergence of Valence in Deep Active Inference
Hesp, C., Smith, R., Parr, T., Allen, M., Friston, K. J., & Ramstead, M. J. D. (2021) · Neural Computation · doi:10.1162/neco_a_01341 · Cited by 246
“We use unexpected context changes to elicit affective responses, motivated in part by the fact that affective disorders are associated with deficiencies in performing this kind of task (Adlerman et al., 2011; Dickstein et al., 2010).”
MethodThe Behavioral Activation System and Mania
Johnson, S. L., Edge, M. D., Holmes, M. K., & Carver, C. S. (2012) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-032511-143148 · Cited by 242
“Effects on probabilistic reward learning were not found among euthymic children with bipolar disorder (Dickstein et al. 2010, Gorrindo et al. 2005) or in unmedicated adults diagnosed with bipolar depression (Roiser et al. 2009).”
BackgroundMitchell, D. G. V. (2010) · Behavioural Brain Research · doi:10.1016/j.bbr.2010.10.030 · Cited by 234
“[12] Dickstein DP, Finger EC, BrotmanMA, Rich BA, Pine DS, Blair JR, et al.”
The neglected role of positive emotion in adolescent psychopathology
Gilbert, K. (2012) · Clinical Psychology Review · doi:10.1016/j.cpr.2012.05.005 · Cited by 246
Metadata
- Authors
- Dickstein, D. P., Finger, E. C., Brotman, M. A., Rich, B. A., Pine, D. S., Blair, J. R., & Leibenluft, E.
- Affiliations
- National Institute of Mental Health (US)
- Corresponding author
- Dickstein, D. P.
- Venue
- Psychological Medicine
- Publisher
- Cambridge University Press (CUP)
- Published
- 2009-10-12
- Volume
- 40
- Issue
- 7
- Pages
- 1089-1100
- ISSN
- 0033-2917 (ISSN-L)
- 1469-8978
- PMC
- PMC3000432
- OpenAlex
- W1965146231
- Cited by
- 105
- References
- 70
- Citations by year
- 2026: 2 · 2025: 2 · 2024: 3 · 2023: 5 · 2022: 9 · 2021: 10 · 2020: 10 · 2019: 4 · 2018: 5 · 2017: 7 · 2016: 8 · 2015: 13 · 2014: 5 · 2013: 3 · 2012: 8
- FWCI
- 3.92
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Psychological Medicine (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Alliance for Research on Schizophrenia and Depression
- National Institutes of Health
- National Institute of Mental Health (K22 MH74945, Z01MH002778, K22MH074945)
- NHLBI Division of Intramural Research
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Bipolar Disorder and Treatment
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Health Sciences › Medicine › Psychiatry and Mental health › Schizophrenia research and treatment
- Keywords
- probabilistic reversal learning, bipolar disorder, major depressive disorder, anxiety disorders, mood dysregulation, adolescents, affective neuroscience
- MeSH terms
- Adolescent, Anxiety Disorders, Child, Female, Humans, Learning Disabilities, Male, Probability, Reversal Learning, Severity of Illness Index, Mood Disorders
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