The DOI matches its Crossref record; 159 of the 159 references it cites were found in a registry or an index.
The neural underpinnings of cognitive flexibility and their disruption in psychotic illness
Open accessAbstract
Schizophrenia (SZ) has long been associated with a variety of cognitive deficits, including reduced cognitive flexibility. More recent findings, however, point to tremendous inter-individual variability among patients on measures of cognitive flexibility/set-shifting. With an eye toward shedding light on potential sources of variability in set-shifting abilities among SZ patients, I examine the neural substrates of underlying probabilistic reversal learning (PRL) - a paradigmatic measure of cognitive flexibility - as well as neuromodulatory influences upon these systems. Finally, I report on behavioral and neuroimaging studies of PRL in SZ patients, discussing the potentially influences of illness profile and antipsychotic medications on cognitive flexibility in SZ.
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“Deficits in the ability to flexibly update behaviour are manifest in a wide range of neurological and psychiatric disorders, including autism, obsessive–compulsive disorder, major depressive disorder and schizophrenia [23–30]”
From Linking haploinsufficiency of the autism- and schizophrenia-associated gene Cyfip1 with striatal-limbic-cortical network dysfunction and cognitive inflexibility (2024) · cites this paper as [29]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Moreover, our results are in keeping with deficits in the ability to flexibly update behaviour observed in neurological and psychiatric disorders such as Parkinson’s Disease, schizophrenia and autism [23–31].”
From Linking haploinsufficiency of the autism- and schizophrenia-associated gene Cyfip1 with striatal-limbic-cortical network dysfunction and cognitive inflexibility (2024) · cites this paper as [29]
Experimental — accuracy not yet measuredIn the citing paper
“Just as in the general population, frontostriatal circuitry appears to be linked with variability of cognitive flexibility performance in schizophrenia96.”
From Cognitive and behavioural flexibility: Neural mechanisms and clinical considerations (2021) · cites this paper as [96]
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Citations
Cites
Dissociable intrinsic connectivity networks for salience processing and executive control
Seeley, W. W., Menon, V., Schatzberg, A. F., Keller, J., Glover, G. H., Kenna, H., Reiss, A. L., & Greicius, M. D. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.5587-06.2007 · Cited by 7,426 · cited 1×
“…of both activating executive control network (ECN) structures, in the service of goal-directed behavior, and suppressing activity in default mode network (DMN) structures that are most active when the brain is “idling” (Seeley et al., 2007, Sridharan et al., 2008, Menon and Uddin, 2010).”
BackgroundInsensitivity to future consequences following damage to human prefrontal cortex
Bechara, A., Damasio, A. R., Damasio, H., & Anderson, S. W. (1994) · Cognition · doi:10.1016/0010-0277(94)90018-3 · Cited by 6,128 · cited 11×
“The Iowa Gambling Task (Bechara et al., 1994, Bechara et al., 1997) is a reinforcement learning paradigm that was designed to focus on punishment sensitivity, with early studies showing dramatic impairment in individuals with frontal lobe (Bechara et al., 1994) or amygdala (Bechara et al., 1999) lesions.”
BackgroundResultInfluentialSaliency, switching, attention and control: a network model of insula function
Menon, V., & Uddin, L. Q. (2010) · Brain Structure and Function · doi:10.1007/s00429-010-0262-0 · Cited by 5,592 · cited 1×
“…of both activating executive control network (ECN) structures, in the service of goal-directed behavior, and suppressing activity in default mode network (DMN) structures that are most active when the brain is “idling” (Seeley et al., 2007, Sridharan et al., 2008, Menon and Uddin, 2010).”
BackgroundDeciding advantageously before knowing the advantageous strategy
Bechara, A., Damasio, H., Tranel, D., & Damasio, A. R. (1997) · Science · doi:10.1126/science.275.5304.1293 · Cited by 3,547 · cited 1×
“The Iowa Gambling Task (Bechara et al., 1994, Bechara et al., 1997) is a reinforcement learning paradigm that was designed to focus on punishment sensitivity, with early studies showing dramatic impairment in individuals with frontal lobe (Bechara et al., 1994) or amygdala (Bechara et al., 1999)…”
BackgroundSridharan, D., Levitin, D. J., & Menon, V. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0800005105 · Cited by 2,892 · cited 1×
“…of both activating executive control network (ECN) structures, in the service of goal-directed behavior, and suppressing activity in default mode network (DMN) structures that are most active when the brain is “idling” (Seeley et al., 2007, Sridharan et al., 2008, Menon and Uddin, 2010).”
BackgroundNeurocognitive deficit in schizophrenia: A quantitative review of the evidence.
Heinrichs, R. W., & Zakzanis, K. K. (1998) · Neuropsychology · doi:10.1037/0894-4105.12.3.426 · Cited by 2,798 · cited 1×
“…impairments in both the formation and overriding of prepotent responses could stem from working memory deficits (Gold et al., 1997, Glahn et al., 2000, Hartman et al., 2003), which are prevalent in schizophrenia (Heinrichs and Zakzanis, 1998, Lee and Park, 2005), but not specific to the condition.”
BackgroundDaw, N. D., Niv, Y., & Dayan, P. (2005) · Nature Neuroscience · doi:10.1038/nn1560 · Cited by 2,533 · cited 1×
“In the context of probabilistic reversal learning tasks, individuals can achieve learning in multiple ways: by either integrating reward prediction errors in model-free way, or by inducing a rule in a model-based way (Daw et al., 2005, Chen et al., 2015, Costa et al., 2015).”
BackgroundA Modified Card Sorting Test Sensitive to Frontal Lobe Defects
Nelson, H. E. (1976) · Cortex · doi:10.1016/s0010-9452(76)80035-4 · Cited by 2,454 · cited 1×
“Early studies revealed that patients with frontal lobe lesions frequently exhibited a characteristic behavior on the WCST: they showed particularly difficulty in shifting from one sorting criterion to another, in the face of negative feedback (Milner, 1963, Nelson, 1976, Stuss et al., 2000).”
BackgroundEffect of COMT Val 108/158 Met genotype on frontal lobe function and risk for schizophrenia
Egan, M. F., Goldberg, T. E., Kolachana, B. S., Callicott, J. H., Mazzanti, C. M., Straub, R. E., Goldman, D. A., & Weinberger, D. R. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.111134598 · Cited by 2,416 · cited 4×
“Studies of the role of dopamine transmission in reversal learning have focused on three sites: presynaptic dopamine transporters (DATs), post-synaptic dopamine receptors, and the catechol-Omethyltransferase (COMT) enzyme, which acts mainly to metabolize dopamine in the PFC (Egan et al., 2001).”
BackgroundInfluentialEffects of Different Brain Lesions on Card Sorting: The Role of the Frontal Lobes
MILNER, B. (1963) · Archives of Neurology · doi:10.1001/archneur.1963.00460070100010 · Cited by 2,217 · cited 3×
“A uthor M anuscript A uthor M anuscript A uthor M anuscript A uthor M anuscript Barnett JH, Jones PB, Robbins TW, Muller U. Effects of the catechol-O-methyltransferase Val158Met polymorphism on executive function: a meta-analysis of the Wisconsin Card Sort Test in schizophrenia and healthy controls.”
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Items 101–122 of 122
Pei, J.-C., Chang, C.-Y., Liu, Y., Chen, C., Liu, C.-Y., Hsieh, M. H., Liu, C., & Lai, W. (2025) · Schizophrenia Bulletin · doi:10.1093/schbul/sbaf070 · Cited by 1
The application of ERP paradigms in clinical and non-clinical research
Okwoli, A. O., & Mshelia, P. P. (2023) · KIU Journal of Health Sciences · doi:10.59568/kjhs-2023-3-1-07 · Cited by 1
Author response: Paranoia as a deficit in non-social belief updating
Reed, E., Uddenberg, S., Suthaharan, P., Mathys, C. D., Taylor, J. R., Groman, S. M., & Corlett, P. R. (2020) · eLife · doi:10.7554/elife.56345.sa2 · Cited by 1
mPFC axons drive cognitive control enhancement during striatal stimulationPreprint
Sachse, E. M., Rijn, E. M. D.-V., Bennek, J. P., Buccini, M. C., Mensinger, M. E., Angstadt, B., Iacobucci, F. A., Esguerra, M., & Widge, A. S. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.04.07.717020 · Cited by 4
Qiu, S. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.01.15.426814
Novel Insights into the Role of Voltage-Gated Calcium Channel Genes in Psychiatric Disorders
Berry, C., Sun, H., Tkachev, V., Rajadhyaksha, A. M., & Andrade, A. (2022) · Springer eBooks · doi:10.1007/978-3-031-08881-0_21
The Voices: Marija's narrative on living with hallucinations
Demarco, M., Falzon, R. V., Grech, A., & Marija (2025) · SSM - Mental Health · doi:10.1016/j.ssmmh.2025.100438
Ping, Y., Liu, N., Li, T., Lu, C., Zeng, M., Zhang, X., Wang, L., Liu, J., Li, S., & Li, J. (2025) · Journal of Neural Transmission · doi:10.1007/s00702-025-02929-9
“Given that most kinds of antipsychotic drugs occupy dopamine D2-type receptors and postsynaptic 5HT receptors, which are related to cognitive flexibility, it is reasonable to assume that antipsychotics are associated with cognitive flexibility (Waltz [52]).”
Yao, M., Libster, A. M., Desfor, S., Malhotra, F., Castorena, N., Montilla‐Perez, P., & Telese, F. (2026) · Translational Psychiatry · doi:10.1038/s41398-026-04091-6
“These methods are based on reversal learning paradigms and involve adapting behavior when previously rewarded cues are reversed [13, 14].”
Elliott, J. G., Metha, J. A., Hoyer, D., & Jacobson, L. H. (2025) · Journal of Psychopharmacology · doi:10.1177/02698811251365179
“…to mood disorders (major depressive disorder (Deveney and Deldin, 2006)), complex disorders (OCD (Gruner and Pittenger, 2017)), schizophrenia (Waltz, 2017), eating disorders (Tchanturia et al., 2004), substance use disorders (Verdejo-Garcia et al., 2015), as well as neurodegenerative…”
Flexible brain state engagement predicts cognitive control transdiagnosticallyPreprint
Ye, J., Mehta, S., Khaitova, M., Arora, J., Tokoglu, F., Hahn, C. A., Lacadie, C., Greene, A. S., Spann, M. N., Sanacora, G., et al. (2025) · eLife · doi:10.64898/2025.11.30.691395
“Datasets were accessed through OpenNeuro (https://openneuro.org/datasets/ds005237 and https://openneuro.org/datasets/ds000030/versions/00016).”
Foo, C. Y. S., Lim, C., Leonard, C. J., MacLaurin, S. A., Cather, C., Donovan, A. L., & Freudenreich, O. (2026) · Community Mental Health Journal · doi:10.1007/s10597-026-01605-w
“Resistance to trying a new blood monitoring method may reflect cognitive rigidity and therapeutic reliance on routine among people with schizophrenia (Mucci et al., 2020; Waltz, 2017).”
Maciaszek, J., Aleinikova, J., Dybek, A., & Misiak, B. (2026) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2026.1761027
Cognitive flexibility in adults with schizophrenia: A scoping review
Palamwar, M. M., Kulkarni, S. U., Shingre, S., & Tendulkar, T. T. (2026) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2026.03.027
Yang, X., Zhang, T., Ren, X., Wang, Y., Lv, H., Su, M., Huo, X., & Zhao, X. (2026) · The European Journal of Psychiatry · doi:10.1016/j.ejpsy.2026.100351
Impact of PV interneuron - OPC synapse disruption on cognitive functioning
Vidal, M. (2021) · theses.fr (ABES) · doi:10.70675/66c1e527zbd3ez49f6z8736ze9817c27856d
Malloy, C., Hu, J.-H., Liu, Y., Welch, M. A., Tsuda, M. C., Cameron, H. A., & Hoffman, D. A. (2026) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2611814123
ICFA: A new IADL-based assessment of cognitive flexibility for individuals with schizophrenia
Huang, L., Mao, H., Lee, S., Yang, Y.-H., Lee, S.-C., Wu, Y.-C., & Wu, C. (2026) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2026.10.031
Metadata
- Authors
- Waltz, J. A.
- Affiliations
- University of Maryland, Baltimore (US)
- Corresponding author
- Waltz, James A.
- ORCID
- Waltz, James A.
- Venue
- Neuroscience
- Publisher
- Elsevier BV
- Published
- 2017-03
- Volume
- 345
- Pages
- 203-217
- ISSN
- 0306-4522 (ISSN-L)
- PMC
- PMC5143214
- OpenAlex
- W2411740764
- Cited by
- 122
- References
- 159
- Citations by year
- 2026: 17 · 2025: 14 · 2024: 7 · 2023: 14 · 2022: 13 · 2021: 22 · 2020: 10 · 2019: 7 · 2018: 7 · 2017: 9
- FWCI
- 1.19
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health (K12 RR023250, R01 MH094460, R01 MH080066)
- NIDA-IRP
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Schizophrenia research and treatment
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Keywords
- cognitive flexibility, schizophrenia, probabilistic reversal learning, set-shifting, interindividual variability, neural correlates, neuromodulation, antipsychotic drugs, cognitive impairment
- MeSH terms
- Animals, Brain, Cognition, Humans, Neural Pathways, Psychotic Disorders, Reversal Learning, Schizophrenia, Schizophrenic Psychology, Executive Function
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