DSM-5 and RDoC: progress in psychiatry research?
Open accessAbstract
Neuroscience studies into psychiatric disorders generally rely on disease definitions that are based on the influential Diagnostic and Statistical Manual of Mental Disorders (DSM), the fifth edition of which (DSM-5) was released earlier this year. Designed as a purely diagnostic tool, the DSM considers different disorders as distinct entities. However, boundaries between disorders are often not as strict as the DSM suggests. To provide an alternative framework for research into psychiatric disorders, the US National Institute of Mental Health (NIMH) has recently introduced its Research Domain Criteria (RDoC) project. In the RDoC, five 'domains' each reflect a brain system in which functioning is impaired, to different degrees, in different psychiatric conditions. Nature Reviews Neuroscience asked six leading investigators for their thoughts on how DSM-5 and the RDoC will influence neuroscience research into psychiatric disorders.
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Most phenotypes in neurobiological studies are based on clinical and behavioural symptomatology rather than biological mechanism or aetiology.
“most phenotypes are based on clinical and behavioural symptomatology rather than on biological mechanism or aetiology22–24.”
From Systems biology and gene networks in neurodevelopmental and neurodegenerative disorders (2015) · cites this paper as [22]
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Toward the future of psychiatric diagnosis: the seven pillars of RDoC
Cuthbert, B. N., & Insel, T. R. (2013) · BMC Medicine · doi:10.1186/1741-7015-11-126 · Cited by 3,053 · see citing works
Self-citationA Genetic Variant BDNF Polymorphism Alters Extinction Learning in Both Mouse and Human
Soliman, F., Glatt, C. E., Bath, K. G., Levita, L., Jones, R. M., Pattwell, S. S., Jing, D., Tottenham, N., Amso, D., Somerville, L. H., et al. (2010) · Science · doi:10.1126/science.1181886 · Cited by 585 · see citing works
Self-citationNeuroscience, Clinical Evidence, and the Future of Psychiatric Classification in DSM-5
Kupfer, D. J., & Regier, D. A. (2011) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2011.11020219 · Cited by 245 · see citing works
Felmingham, K. L., Dobson‐Stone, C., Schofield, P. R., Quirk, G. J., & Bryant, R. A. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2012.10.033 · Cited by 154 · see citing works
Kupfer, D. J., Kuhl, E. A., & Regier, D. A. (2013) · JAMA · doi:10.1001/jama.2013.2298 · Cited by 82 · see citing works
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Acosta, J. N., Falcone, G. J., Rajpurkar, P., & Topol, E. J. (2022) · Nature Medicine · doi:10.1038/s41591-022-01981-2 · Cited by 1,365 · see citing works
“Similarly, the Diagnostic and Statistical Manual of Mental Disorders categorizes diagnoses based on clinical manifestations, which might not fully represent underlying pathophysiological processes 143 .”
BackgroundNeurobiology of rodent self-grooming and its value for translational neuroscience
Kalueff, A. V., Stewart, A. M., Song, C., Berridge, K. C., Graybiel, A. M., & Fentress, J. C. (2016) · Nature Reviews Neuroscience · doi:10.1038/nrn.2015.8 · Cited by 852 · see citing works
Aldao, A., Gee, D. G., De Los Reyes, A., & Seager, I. (2016) · Development and Psychopathology · doi:10.1017/s0954579416000638 · Cited by 636 · see citing works
“…trend in psychological science consisting of delineating biological processes underlying psychological phenomena (e.g., Blair & Diamond, 2008; Casey et al., 2013; Insel et al., 2010; Sanislow et al., 2010), the study of emotion regulation has been placing great emphasis on identifying…”
BackgroundAnxious individuals have difficulty learning the causal statistics of aversive environments
Browning, M., Behrens, T. E., Jocham, G., O'Reilly, J. X., & Bishop, S. J. (2015) · Nature Neuroscience · doi:10.1038/nn.3961 · Cited by 476 · see citing works
Animal models of major depression: drawbacks and challenges
Planchez, B., Surget, A., & Belzung, C. (2019) · Journal of Neural Transmission · doi:10.1007/s00702-019-02084-y · Cited by 480 · see citing works
Systems biology and gene networks in neurodevelopmental and neurodegenerative disorders
Parikshak, N. N., Gandal, M. J., & Geschwind, D. H. (2015) · Nature Reviews Genetics · doi:10.1038/nrg3934 · Cited by 430 · see citing works
“…phenotypes to developmental trajectories are relatively unknown; model systems in many neurobiological studies are often chosen on the basis of convenience and history; and most phenotypes are based on clinical and behavioural symptomatology rather than on biological mechanism or aetiology 22–24 .”
BackgroundOkon-Singer, H., Hendler, T., Pessoa, L., & Shackman, A. J. (2015) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2015.00058 · Cited by 371 · see citing works
Striatal circuits, habits, and implications for obsessive-compulsive disorder
Burguière, E., Monteiro, P., Mallet, L., Feng, G., & Graybiel, A. M. (2015) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2014.08.008 · Cited by 286 · see citing works
“This integrative approach could lead to more appropriate treatments for such psychiatric diseases and is supported by a growing number of clinicians [72,73].”
Dissecting diagnostic heterogeneity in depression by integrating neuroimaging and genetics
Buch, A. M., & Liston, C. M. (2020) · Neuropsychopharmacology · doi:10.1038/s41386-020-00789-3 · Cited by 271 · see citing works
Contributions of the central extended amygdala to fear and anxiety
Shackman, A. J., & Fox, A. S. (2016) · Journal of Neuroscience · doi:10.1523/jneurosci.0982-16.2016 · Cited by 269 · see citing works
“, viral vector, chemogenetic, or optogenetic techniques) in animal models can be combined with the same whole-brain imaging strategies routinely applied in humans, enabling the development of integrated, bidirectional translational models of fear and anxiety (compare Borsook et al., 2006; Fox et al., 2010; Desai et al…”
BackgroundCompulsivity in obsessive–compulsive disorder and addictions
Figee, M., Pattij, T., Willuhn, I., Luigjes, J., van den Brink, W., Goudriaan, A. E., Potenza, M. N., Robbins, T. W., & Denys, D. A. J. P. (2015) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2015.12.003 · Cited by 246 · see citing works
“Our goal is to use these data to define which neural processes are central to compulsivity and to use this knowledge as a pathophysiological validation for the possible adoption of compulsivity in the Research Domain Criteria (RDoC; Insel et al., 2010; Casey et al., 2013).”
MethodPsychedelic-Assisted Psychotherapy: A Paradigm Shift in Psychiatric Research and Development
Schenberg, E. E. (2018) · Frontiers in Pharmacology · doi:10.3389/fphar.2018.00733 · Cited by 251 · see citing works
Dispositional negativity: An integrative psychological and neurobiological perspective
Shackman, A., Tromp, D., Stockbridge, M., Kaplan, C. M., Tillman, R., & Fox, A. (2016) · Psychological bulletin · doi:10.1037/bul0000073 · Cited by 218 · see citing works
“, viral vector, chemogenetic, or optogenetic techniques) in animals with the same whole‐brain imaging strategies routinely used in humans, enabling the development of bidirectional translational models (Borsook, Becerra, & Hargreaves, 2006; Casey et al., 2013; Desai et al., 2011; Ferenczi et al., 2016; A. S. Fox et al…”
Hayes, S. C., Hofmann, S. G., & Ciarrochi, J. (2020) · Clinical Psychology Review · doi:10.1016/j.cpr.2020.101908 · Cited by 227 · see citing works
“neuroscientists applauded the initiative (Casey et al., 2013).”
Epigenetics of posttraumatic stress disorder: current evidence, challenges, and future directions
Zannas, A. S., Provençal, N., & Binder, E. B. (2015) · Biological Psychiatry · doi:10.1016/j.biopsych.2015.04.003 · Cited by 218 · see citing works
Hickie, I. B., Scott, E. M., Cross, S. P., Iorfino, F., Davenport, T. A., Guastella, A. J., Naismith, S. L., Carpenter, J. S., Rohleder, C., Crouse, J. J., et al. (2019) · Medical Journal of Australia · doi:10.5694/mja2.50383 · Cited by 208 · see citing works
Petzschner, F. H., Weber, L. A. E., Gard, T., & Stephan, K. E. (2017) · Biological Psychiatry · doi:10.1016/j.biopsych.2017.05.012 · Cited by 181 · see citing works
“Psychiatry faces major challenges: its nosology is agnostic about mechanisms, lacks predictive validity, and leads to trialand-error treatment (1,2).”
Translational perspectives for computational neuroimaging
Stephan, K. E., Iglesias, S., Heinzle, J., & Diaconescu, A. O. (2015) · Neuron · doi:10.1016/j.neuron.2015.07.008 · Cited by 169 · see citing works
Lynch, C. J., Gunning, F. M., & Liston, C. M. (2020) · Biological Psychiatry · doi:10.1016/j.biopsych.2020.01.012 · Cited by 181 · see citing works
Charting the landscape of priority problems in psychiatry, part 1: classification and diagnosis
Stephan, K. E., Bach, D. R., Fletcher, P. C., Flint, J., Frank, M. J., Friston, K. J., Heinz, A., Huys, Q. J. M., Owen, M. J., Binder, E. B., et al. (2016) · The Lancet Psychiatry · doi:10.1016/s2215-0366(15)00361-2 · Cited by 180 · see citing works
Lewis-Fernández, R., & Kirmayer, L. J. (2019) · Transcultural Psychiatry · doi:10.1177/1363461519861795 · Cited by 166 · see citing works
Computational neuroimaging strategies for single patient predictions
Stephan, K. E., Schlagenhauf, F., Huys, Q. J. M., Raman, S., Aponte, E. A., Brodersen, K. H., Rigoux, L., Moran, R., Jean Daunizeau, A., Dolan, R. J., et al. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2016.06.038 · Cited by 166 · see citing works
“…there are several reasons for this disappointing track record, which is shared by other approaches like genetics (for discussions and reviews, see Casey et al., 2013; Kapur et al., 2012; Krystal and State, 2014; Stephan et al., 2015), the perceived failure has triggered…”
Evolutionarily conserved prefrontal-amygdalar dysfunction in early-life anxiety
Birn, R. M., Shackman, A. J., Oler, J. A., Williams, L. E., McFarlin, D. R., Rogers, G. M., Shelton, S. E., Alexander, A. L., Pine, D. S., Slattery, M. J., et al. (2014) · Molecular Psychiatry · doi:10.1038/mp.2014.46 · Cited by 159 · see citing works
What kind of science for psychiatry?
Kirmayer, L. J., & Crafa, D. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00435 · Cited by 163 · see citing works
“(2013). A Companion to the Classification of Mental”
BackgroundInfluentialError-related brain activity in the age of RDoC: A review of the literature
Weinberg, A., Dieterich, R., & Riesel, A. (2015) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2015.02.029 · Cited by 179 · see citing works
Early Life Stress, Mood, and Anxiety Disorders
Syed, S. A., & Nemeroff, C. B. (2017) · Chronic Stress · doi:10.1177/2470547017694461 · Cited by 154 · see citing works
Peter, L.-J., Schindler, S., Sander, C., Schmidt, S., Muehlan, H., McLaren, T., Tomczyk, S., Speerforck, S., & Schomerus, G. (2021) · Psychological Medicine · doi:10.1017/s0033291721000854 · Cited by 141 · see citing works
“…Cacioppo & Gardner, 1993; Collins, 2006), topics only loosely related to mental health and illness, like wellbeing (Aggarwal & Sriram, 2018), classification issues (Casey et al., 2013) or the continuum within categories of specific mental disorders (Andrulonis, Glueck, Stroebel, & Vogel, 1982).”
BackgroundCarcone, D., & Ruocco, A. C. (2017) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2017.00046 · Cited by 143 · see citing works
“Indeed, there is potential for the framework to provide a useful alternative to structuring clinical research on mental illness (Casey et al., 2013), although the existing body of research incorporating this framework is relatively small and requires further advancement to refine the model and…”
BackgroundReduced default mode network suppression during a working memory task in remitted major depression
Bartova, L., Meyer, B. M., Diers, K., Rabl, U., Scharinger, C., Popovic, A., Pail, G., Kalcher, K., Boubela, R. N., Huemer, J., et al. (2015) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2015.02.025 · Cited by 135 · see citing works
“…episodeMDD as well as others (Harald and Gordon, 2012; Lamers et al., 2012; Sung et al., 2013; Thase, 2013; Rodgers et al., 2014; Wakefield and Schmitz, 2014) exist, their biological significance is still under debate and has not fully been addressed yet (Insel, 2012; Casey et al., 2013).”
BackgroundIs Burnout a Depressive Condition? A 14-Sample Meta-Analytic and Bifactor Analytic Study
Bianchi, R., Verkuilen, J., Schonfeld, I. S., Hakanen, J., Jansson‐Fröjmark, M., García, G. M., Laurent, É., & Meier, L. L. (2021) · Clinical Psychological Science · doi:10.1177/2167702620979597 · Cited by 142 · see citing works
Millan, M. J., Goodwin, G. M., Meyer-Lindenberg, A., & Ove Ögren, S. (2015) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2015.01.016 · Cited by 132 · see citing works
“This is a far from simple process, which commenced around the time of Kraepelin and Bleuler, and is still on-going as embodied by successive World Health Organisation coordinated editions of the ICD (mainly for general practitioners and educational use) and of the American Psychiatry Association-sponsored DSM (mainly…”
BackgroundMethodPsychosis Biotypes: Replication and Validation from the B-SNIP Consortium
Clementz, B. A., Parker, D., Trotti, R. L., McDowell, J. E., Keedy, S., Keshavan, M. S., Pearlson, G. D., Gershon, E. S., Ivleva, E. I., Huang, L.-Y., et al. (2021) · Schizophrenia Bulletin · doi:10.1093/schbul/sbab090 · Cited by 127 · see citing works
Iorfino, F., Cross, S. P., Davenport, T., Carpenter, J. S., Scott, E., Shiran, S., & Hickie, I. B. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00595 · Cited by 125 · see citing works
Zachar, P., & Kendler, K. S. (2017) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-032816-045020 · Cited by 115 · see citing works
Parkes, L., Satterthwaite, T. D., & Bassett, D. S. (2020) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2020.10.016 · Cited by 116 · see citing works
“This lack of specificity has rendered the field unable to translate knowledge reliably into clinical practice [7].”
Neurobiology of rodent self-grooming and its value for translational neuroscience
Kalueff, A. V., Stewart, A., Song, C., Berridge, K. C., Fentress, J. C., & Graybiel, A. M. (2017) · DSpace@MIT (Massachusetts Institute of Technology) · Cited by 114 · see citing works
Psychiatric diagnosis: impersonal, imperfect and important
Craddock, N. J., & Mynors‐Wallis, L. (2014) · The British Journal of Psychiatry · doi:10.1192/bjp.bp.113.133090 · Cited by 113 · see citing works
Self-citationTejeda, H. A., & Bonci, A. (2018) · Brain Research · doi:10.1016/j.brainres.2018.09.023 · Cited by 112 · see citing works
Grogans, S. E., Bliss‐Moreau, E., Buss, K. A., Clark, L. A., Fox, A. S., Keltner, D. J., Cowen, A., Kim, J. J., Kragel, P. A., MacLeod, C., et al. (2023) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2023.105237 · Cited by 125 · see citing works
“Clark, Kim, Mobbs, and Naragon-Gainey draw a distinction between fear (a phasic response to clear-and-immediate threat) and anxiety (a sustained response to uncertain-or-distal threat) (Beckers et al., in press; Casey et al., 2013; Davis et al., 2010; Shackman and Fox, 2016).”
BackgroundModelling depression in animals: at the interface of reward and stress pathways
Slattery, D. A., & Cryan, J. F. (2017) · Psychopharmacology · doi:10.1007/s00213-017-4552-6 · Cited by 110 · see citing works
A Roadmap for the Development of Applied Computational Psychiatry
Paulus, M., Huys, Q., & Maia, T. (2016) · Biological Psychiatry: Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2016.05.001 · Cited by 108 · see citing works
“Neuroscience has also had negligible impact on reshaping disorder categories in new diagnostic classifications for mental disorders (4, 5).”
BackgroundParkes, L., Moore, T. M., Calkins, M. E., Cook, P. A., Cieslak, M., Roalf, D. R., Wolf, D. H., Gur, R. C., Gur, R. E., Satterthwaite, T. D., et al. (2021) · Translational Psychiatry · doi:10.1038/s41398-021-01342-6 · Cited by 103 · see citing works
Biomarkers in Psychiatry - A Critique
Venkatasubramanian, G., & Keshavan, M. S. (2016) · Annals of Neurosciences · doi:10.1159/000443549 · Cited by 101 · see citing works
Biomarkers of psychiatric diseases: Current status and future prospects
Kalia, M., & Silva, J. C. E. (2014) · Metabolism · doi:10.1016/j.metabol.2014.10.026 · Cited by 100 · see citing works
Toward a Cognitive-Behavioral Classification System for Mental Disorders
Hofmann, S. G. (2014) · Behavior Therapy · doi:10.1016/j.beth.2014.03.001 · Cited by 93 · see citing works
“Whereas neuroscientists generally applauded the RDoC initiative (Casey et al., 2013), others criticized the initiative’s overemphasis on biological processes and its reductionist perspective equating mental disorders to brain disorders (Deacon, 2013; Miller, 2010).”
BackgroundToward personalized medicine in connectomic deep brain stimulation
Hollunder, B., Rajamani, N., Siddiqi, S., Finke, C., Kühn, A. A., Mayberg, H. S., Fox, M., Neudorfer, C., & Horn, A. (2021) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2021.102211 · Cited by 89 · see citing works
Payakachat, N., Tilford, J. M., & Ungar, W. J. (2015) · PharmacoEconomics · doi:10.1007/s40273-015-0331-6 · Cited by 92 · see citing works
“Additionally, the RDoC initiative [30], which Fig.”
Rat animal models for screening medications to treat alcohol use disorders
Bell, R. L., Hauser, S. R., Liang, T., Sari, Y., Maldonado‐Devincci, A. M., & Rodd, Z. A. (2017) · Neuropharmacology · doi:10.1016/j.neuropharm.2017.02.004 · Cited by 90 · see citing works
“As noted by Kaffman and Krystal (2012) and from the work of Hyman and colleagues (Hyman, 2010; Casey et al., 2013), the DSM and ICD classification systems were developed to achieve the highest interrater reliability based on diagnostic symptomology.”
Process-based framework for precise neuromodulation
Lubianiker, N., Goldway, N., Fruchtman-Steinbok, T., Paret, C., Keynan, J. N., Singer, N., Cohen, A., Kadosh, K. C., Linden, D. E. J., & Hendler, T. (2019) · Nature Human Behaviour · doi:10.1038/s41562-019-0573-y · Cited by 84 · see citing works
Ross, C. A., & Margolis, R. L. (2019) · Complex Psychiatry · doi:10.1159/000501797 · Cited by 84 · see citing works
Circadian Disruption in Psychiatric Disorders
Jones, S. G., & Benca, R. M. (2015) · Sleep Medicine Clinics · doi:10.1016/j.jsmc.2015.07.004 · Cited by 86 · see citing works
Homberg, J. R., Kyzar, E. J., Nguyen, M., Norton, W., Pittman, J. T., Poudel, M. K., Gaikwad, S., Nakamura, S., Koshiba, M., Yamanouchi, H., et al. (2016) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.03.013 · Cited by 83 · see citing works
Data-Driven Phenotypic Categorization for Neurobiological Analyses: Beyond DSM-5 Labels
Dam, N. T. V., O’Connor, D. A., Marcelle, E. T., Ho, E. J., Craddock, R. C., Tobe, R. H., Gabbay, V., Hudziak, J. J., Castellanos, F. X., LEVENTHAL, B. L., et al. (2016) · Biological Psychiatry · doi:10.1016/j.biopsych.2016.06.027 · Cited by 83 · see citing works
Shackman, A. J., Stockbridge, M. D., Tillman, R. M., Kaplan, C. M., Tromp, D., Fox, A. S., & Gamer, M. (2016) · Journal of Experimental Psychopathology · doi:10.5127/jep.054015 · Cited by 78 · see citing works
“This could be achieved by combining mechanistic techniques in animals with the same whole‐brain imaging strategies routinely used in humans, enabling the development of bidirectional translational models (Borsook, Becerra, & Hargreaves, 2006; Casey et al., 2013; Desai et al., 2011; Ferenczi et al., 2016; Fox et al., 2…”
MethodModeling psychiatric disorders using patient stem cell-derived neurons: a way forward
Vadodaria, K. C., Amatya, D. N., Marchetto, M. C., & Gage, F. H. (2018) · Genome Medicine · doi:10.1186/s13073-017-0512-3 · Cited by 77 · see citing works
“The subjective nature of this existing clinical paradigm fails to incorporate biological data—for example, blood-based tests, imaging, or genetics—leading to unclear distinctions between disorders and hampering tailored therapeutic recommendations [2].”
Scala, J. W., Levy, K. N., Johnson, B. N., Kivity, Y., Ellison, W. D., Pincus, A. L., Wilson, S. J., & Newman, M. G. (2018) · Journal of Personality Disorders · doi:10.1521/pedi.2018.32.supp.36 · Cited by 77 · see citing works
Post-Traumatic Stress Disorder: The Relationship Between the Fear Response and Chronic Stress
Maeng, L. Y., & Milad, M. R. (2017) · Chronic Stress · doi:10.1177/2470547017713297 · Cited by 92 · see citing works
Future Directions for Research in Autism Spectrum Disorders
Damiano, C. R., Mazefsky, C. A., White, S. W., & Dichter, G. S. (2014) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2014.945214 · Cited by 76 · see citing works
“This novel conceptualization of psychopathology eschews traditional DSM diagnoses defined on the basis of groupings of observable symptoms and rather focuses on dimensional constructs with linkages to tractable neurobiological mechanisms (Casey et al., 2013).”
BackgroundWu, X., He, H. G., Shi, L., Xia, Y., Zuang, K., Feng, Q., Zhang, Y., Ren, Z., Wei, D., & Qiu, J. (2018) · Journal of Affective Disorders · doi:10.1016/j.jad.2018.11.002 · Cited by 72 · see citing works
Sub-dimensions of social-communication impairment in autism spectrum disorder
Bishop, S., Havdahl, K. A., Huerta, M., & Lord, C. (2016) · Journal of Child Psychology and Psychiatry and Allied Disciplines · doi:10.1111/jcpp.12510 · Cited by 60 · see citing works
“…observed in many clinical disorders and genetic syndromes, more refined dimensional measures are especially needed to elucidate the clinical, nosological, and biological boundaries of the multiple disorders associated with social-communication impairment (Casey et al., 2013; Lord & Jones, 2012).”
BackgroundHollander, J. A., Cory‐Slechta, D. A., Jacka, F. N., Szabo, S. T., Guilarte, T. R., Bilbo, S. D., Mattingly, C. J., Moy, S. S., Haroon, E., Hornig, M., et al. (2020) · Neuropsychopharmacology · doi:10.1038/s41386-020-0648-5 · Cited by 70 · see citing works
A Clinical Perspective on the Relevance of Research Domain Criteria in Electronic Health Records
McCoy, T. H., Castro, V. M., Rosenfield, H. R., Cagan, A., Kohane, I. S., & Perlis, R. H. (2015) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2014.14091177 · Cited by 65 · see citing works
The Cambridge Handbook of Substance and Behavioral Addictions
Sussman, S. Y. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591 · Cited by 63 · see citing works
Zhao, Y.-H., & Castellanos, F. (2016) · Journal of Child Psychology and Psychiatry and Allied Disciplines · doi:10.1111/jcpp.12503 · Cited by 73 · see citing works
“Each domain consists of a set of related constructs, reflecting a brain system in which functions may be impaired in different psychiatric conditions (Casey et al., 2013).”
BackgroundEarly life trauma, depression and the glucocorticoid receptor gene—An epigenetic perspective
Smart, C., Strathdee, G., Watson, S., Murgatroyd, C., & McAllister-Williams, R. H. (2015) · Psychological Medicine · doi:10.1017/s0033291715001555 · Cited by 61 · see citing works
From Engrams to Pathologies of the Brain
Denny, C. A., Lebois, E. P., & Ramirez, S. (2017) · Frontiers in Neural Circuits · doi:10.3389/fncir.2017.00023 · Cited by 64 · see citing works
“…compiled by NIH in attempt to move away from the descriptive and observational nosology of the Diagnostic and Statistical Manual of Mental Disorders (DSM) in favor a system that is grounded in brain circuits and functional domains (Cuthbert, 2014, 2015; Lillienfeld, 2014; Casey et al., 2015).”
BackgroundResultEpigenomics of Major Depressive Disorders and Schizophrenia: Early Life Decides
Hoffmann, A., Sportelli, V., Ziller, M. J., & Spengler, D. (2017) · International Journal of Molecular Sciences · doi:10.3390/ijms18081711 · Cited by 61 · see citing works
“Until now, neuroscience and genetic studies into psychiatric disorders rely generally on disease definitions that are based on the influential “Diagnostic” and Statistical Manual of Mental Disorders; (DSM) that was designed as a purely diagnostic tool [27].”
BackgroundThe microbiota-gut-brain axis in stress and depression
Tan, H.-E. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2023.1151478 · Cited by 61 · see citing works
Endocannabinoid signaling in social functioning: an RDoC perspective
Karhson, D. S., Hardan, A. Y., & Parker, K. J. (2016) · Translational Psychiatry · doi:10.1038/tp.2016.169 · Cited by 62 · see citing works
Chen, X., van Gerven, J., Cohen, A. F., & Jacobs, G. E. (2018) · Acta Pharmacologica Sinica · doi:10.1038/s41401-018-0185-5 · Cited by 56 · see citing works
Müller, A. F., Vetsch, S., Pershin, I., Candrian, G., Baschera, G.-M., Kropotov, J. D., Kasper, J., Rehim, H. A., & Eich, D. (2019) · The World Journal of Biological Psychiatry · doi:10.1080/15622975.2019.1605198 · Cited by 64 · see citing works
“…many researchers, there is a desire to consider pathophysiological processes and the use of more objective methods in the prediction, recognition and treatment of mental illnesses, and of ADHD in particular (Castellanos and Tannock 2002; Thome et al. 2012; Casey et al. 2013; Faraone et al. 2014).”
BackgroundAlzheimer´s Disease associated with Psychiatric Comorbidities
Garcez, M. L., Falchetti, A. C. B., Mina, F., & Budni, J. (2015) · Anais da Academia Brasileira de Ciências · doi:10.1590/0001-3765201520140716 · Cited by 55 · see citing works
Kiiski, H. S. M., Rueda‐Delgado, L. M., Bennett, M., Knight, R., Rai, L. A., Roddy, D. W., Grogan, K., Bramham, J., Kelly, C. A. M., & Whelan, R. (2019) · Clinical Neurophysiology · doi:10.1016/j.clinph.2019.08.010 · Cited by 56 · see citing works
LUPIEN, S. J., Sasseville, M., François, N., Giguère, C., Boissonneault, J., Plusquellec, P., Godbout, R., Xiong, L., Potvin, S., Kouassi, É., et al. (2017) · Stress · doi:10.1080/10253890.2017.1286324 · Cited by 52 · see citing works
“the diagnostic criteria as determined by DSM categories, is not the best phenotype to use in order to determine the biological signature of mental illness (Casey et al., 2013; Cuthbert & Insel, 2010; Insel et al., 2010).”
BackgroundMethodInfluentialKalueff, A. V., Stewart, A., Song, C., & Gottesman, I. I. (2015) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2015.03.007 · Cited by 50 · see citing works
Mandell, D. S., & Lecavalier, L. (2014) · Autism · doi:10.1177/1362361314538131 · Cited by 51 · see citing works
“Social impairments and repetitive behaviors are present in many other childhood psychiatric disorders and developmental disabilities (Casey et al., 2013).”
BackgroundMancke, F., Herpertz, S. C., Kleindienst, N., & Bertsch, K. (2016) · Journal of Personality Disorders · doi:10.1521/pedi_2016_30_247 · Cited by 50 · see citing works
“Following recent conceptualizations of psychopathology, according to which mental disorders may be classified on the basis of behavioral dimensions and neurobiological measures (Casey et al., 2013), the findings of the present study underline the question of whether emotion dysregulation and trait anger share some und…”
BackgroundHauser, T. U., Moutoussis, M., Dayan, P., & Dolan, R. J. (2017) · Translational Psychiatry · doi:10.1038/s41398-017-0040-3 · Cited by 50 · see citing works
Magaraggia, I., Kuiperes, Z., & Schreiber, R. (2021) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2021.107467 · Cited by 50 · see citing works
“Each domain reflects a dysfunctional brain system and they together should be able to better explain the vast and complex symptomatologies and comorbidities of DSM-5 conditions, including MDD (Casey et al., 2013).”
BackgroundReed, D. D., Naudé, G. P., Gelino, B. W., & Amlung, M. T. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.011 · Cited by 48 · see citing works
Hinton, D. E., Barlow, D. H., Reis, R., & de Jong, J. T. V. M. (2016) · Culture Medicine and Psychiatry · doi:10.1007/s11013-016-9489-4 · Cited by 48 · see citing works
“Second, as in the Research Domain Criteria, or RDoC (Casey et al. 2013), the model allows the presence of multiple simultaneously occurring, and interacting, processes of psychopathology (e.g., worry, panic attack, depression, fear, trauma recall).5 Third, as in network theories of psychopathology, episodes of distres…”
BackgroundMethodInfluentialThe Prevention and Treatment of Gambling Disorders: Some Art, Some Science
Derevensky, J. L. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.024 · Cited by 45 · see citing works
Can neuroimaging disentangle bipolar disorder?
Hozer, F., & Houenou, J. (2016) · Journal of Affective Disorders · doi:10.1016/j.jad.2016.01.039 · Cited by 47 · see citing works
“This phenomenon leads to the formation of heterogeneous groups of patients (Casey et al., 2013).”
BackgroundTranslational Models of Gambling-Related Decision-Making
Winstanley, C. A., & Clark, L. (2015) · Current topics in behavioral neurosciences · doi:10.1007/7854_2015_5014 · Cited by 47 · see citing works
Dudek, E. M., & Dodell‐Feder, D. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2020.12.020 · Cited by 44 · see citing works
Wallace, M. L., Buysse, D. J., Germain, A., Hall, M. H., & Iyengar, S. (2017) · Journal of the American Statistical Association · doi:10.1080/01621459.2017.1330202 · Cited by 45 · see citing works
“This finding lends credence to the NIMH’s call for clarifying the boundaries of existing diagnoses by integrating data from multiple data sources (Insel et al. 2010; Casey et al. 2013; Cuthbert and Insel 2013).”
BackgroundResultConsidering the Overlap and Nonoverlap of Compulsivity, Impulsivity, and Addiction
Blum, A. W., & Grant, J. E. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.038 · Cited by 44 · see citing works
Neurobiological Foundations of Behavioral Addictions
Vaccaro, A. G., & Potenza, M. N. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.016 · Cited by 45 · see citing works
Neurobiology of Substance Addictions
Christie, N. C., & Bechara, A. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.015 · Cited by 44 · see citing works
Sensitization of Incentive Salience and the Transition to Addiction
Warlow, S. M., Baumgartner, H. M., Freeland, C. M., Naffziger, E. E., Olney, J. J., Berridge, K. C., & Robinson, M. J. F. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.006 · Cited by 45 · see citing works
Animal models of recurrent or bipolar depression
Kato, T., Kasahara, T., Kubota‐Sakashita, M., Kato, T., & Nakajima, K. (2015) · Neuroscience · doi:10.1016/j.neuroscience.2015.08.016 · Cited by 45 · see citing works
“Recently, the National Institute of Mental Health of the United States has started to use Research Domain Criteria (RDoC) instead of DSM-5 criteria for research purposes (Casey et al., 2013).”
Metabolomics in patients with psychosis: A systematic review
Li, C., Wang, A., Wang, C., Ramamurthy, J., Zhang, E. R., Guadagno, E., & Trakadis, Y. J. (2018) · American Journal of Medical Genetics Part B Neuropsychiatric Genetics · doi:10.1002/ajmg.b.32662 · Cited by 45 · see citing works
Mindfulness-Based Interventions Applied to Addiction Treatments
Kechter, A., & Black, D. S. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.040 · Cited by 43 · see citing works
Multiple Memory Systems, Addiction, and Health Habits: New Routes for Translational Science
Stacy, A. W., Pike, J. R., & Lee, A. Y. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.017 · Cited by 43 · see citing works
Tanning as an Addiction: The State of the Research and Implications for Intervention
Miller, K. A., & Mays, D. M. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.037 · Cited by 43 · see citing works
Schulte, E. M., Schiestl, E. T., & Gearhardt, A. N. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.035 · Cited by 43 · see citing works
Lin, A., Vajdi, A., Kushan, L., Hellemann, G., Pacheco-Hansen, L., Jonas, R. K., Jalbrzikowski, M., Kingsbury, L., Raznahan, A., & Bearden, C. E. (2020) · Biological Psychiatry · doi:10.1016/j.biopsych.2019.12.028 · Cited by 44 · see citing works
“Further, variation in specific symptoms and dimensional traits may more precisely represent underlying biological variation than does diagnostic category (1, 2).”
BackgroundBehavioral Economics and Addictive Disorders
Jarmolowicz, D. P., & Schneider, T. D. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.005 · Cited by 42 · see citing works
Prevention and Treatment of Compulsive Buying Disorder
Galimov, A., & Black, D. W. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.027 · Cited by 42 · see citing works
Blum, K., Roy, A. K., Podesta, A., Modestino, E. J., Steinberg, B., Gondré-Lewis, M. C., Baron, D. A., Thanos, P. K., Lott, L., Badgaiyan, S., et al. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.031 · Cited by 42 · see citing works
- Authors
- Casey, B. J., Craddock, N., Cuthbert, B. N., Hyman, S. E., Lee, F. S., & Ressler, K. J.
- Affiliations
- Cornell University (US)
- Cardiff University (GB)
- National Institutes of Health (US)
- Broad Institute (US)
- Weill Cornell Medicine (US)
- Howard Hughes Medical Institute (US)
- Corresponding author
- Casey, B. J.
- Craddock, Nick
- Cuthbert, Bruce N.
- Hyman, Steven E.
- Lee, Francis S.
- Ressler, Kerry J.
- Venue
- Nature Reviews Neuroscience
- Published
- 2013-10-18
- Volume
- 14
- Issue
- 11
- Pages
- 810-814
- ISSN
- 1471-003X (ISSN-L)
- 1471-0048
- PMC
- PMC4372467
- OpenAlex
- W1997159235
- Cited by
- 434
- References
- 5
- Citations by year
- 2026: 5 · 2025: 32 · 2024: 21 · 2023: 22 · 2022: 27 · 2021: 31 · 2020: 75 · 2019: 47 · 2018: 39 · 2017: 38 · 2016: 32 · 2015: 41 · 2014: 23 · 2013: 1
- FWCI
- 236.38
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature reviews. Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- ORCA Online Research @Cardiff (Cardiff University) (submittedVersion)
- Funders
- National Institute of Mental Health (P50MH079513)
- National Institute of Neurological Disorders and Stroke (R01NS052819)
- Topics
- Social Sciences › Arts and Humanities › Philosophy › Mental Health and Psychiatry
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Keywords
- DSM-5, Research Domain Criteria, psychiatric classification, dimensional psychiatry, diagnostic criteria, psychiatric neuroscience, mental illness, National Institute of Mental Health
- MeSH terms
- Mental Disorders, Brain, Humans, National Institute of Mental Health (U.S.), Neuropsychological Tests, Psychiatry, United States, Biomedical Research, Diagnostic and Statistical Manual of Mental Disorders
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