TRANSD recommendations: improving transdiagnostic research in psychiatry
Open accessAbstract
There is no doubt that transdiagnostic research in psychiatry has gained momentum over recent years. However, what is meant by transdiagnostic research, and the impact it has on current psychiatric practice, is much less clear. The adjective "transdiagnostic" itself does not exist in English dictionaries, and even online medical dictionaries recommend searching the words "trans" and "diagnostic" separately. The word "transdiagnostic" is not only a neologism, but it also exclusively applies to psychiatry. While diagnoses are ubiquitous in medical research and practice, there are no consolidated exemplars of transdiagnostic research in other branches of medicine. To characterize the actual meaning and the clinical impact of transdiagnostic research in psychiatry, a systematic review was recently conducted following state-of-the-art evidence synthesis guidelines1. Although, as a matter of fact, the word "transdiagnostic" has been historically introduced by cognitive behavioral theories and treatments for eating disorders2, in that review1 there was no restriction on any a priori definition of transdiagnostic research. On the contrary, the review focused on articles reporting on any transdiagnostic topics: interventions (45%), cognition and psychological processes (28%), neuroscientific topics (13%), classification (4%) and prediction studies (10%). To systematically appraise the evidence without superimposing a priori conceptual schemata of transdiagnostic research, the review performed an epistemological test and empirically included and interrogated articles that self-proclaimed transdiagnostic by explicitly using the word "transdiagnostic" in their title1. High-order conceptual reviews of research initiatives that have implicitly adopted a transdiagnostic approach, such as the Research Domain Criteria (RDoC) project, the Hierarchical Taxonomy of Psychopathology (HiTOP) approach, the p-factor construct (none of which have yet replaced the current classification systems in clinical routine), and the clinical staging model, have been recently presented and fully debated in this3-5 or other6 journals, and as such were not the main focus of the systematic review1. The core finding of this review was that transdiagnostic designations in psychiatry are applied in a loose and unstandardized way, encompassing several different and often incoherent conceptualizations1. For example, one would expect studies that self-proclaim transdiagnostic to somewhat address issues relating to the diagnosis of mental disorders. Paradoxically, some of the studies reviewed were intrinsically incompatible with a transdiagnostic framework because they investigated symptoms and not disorders or, to the extreme, reported no diagnostic information at all1. Another illustrative example is the fact that authors themselves disagree on the ultimate aim of transdiagnostic research. Some of them claim that transdiagnostic research is a fundamental pathway to clinical utility for improving psychiatric classification and diagnosis7, while others argue that the transdiagnostic approach does not primarily target the improvement of psychiatric classification and diagnosis, but rather tests a general theory of psychopathology8. A further example is the fact that, until the publication of this systematic review1, the empirical limitations and reporting quality of transdiagnostic research remained unaddressed: appraising and acknowledging the specific limitations of a certain domain of knowledge is equally, if not more, important as celebrating its successes. It may well be that some versions of a transdiagnostic approach are going to be necessary to improve psychiatric classification and care7. What is certain is that, until studies continue to loosely and incoherently self-proclaim transdiagnostic without acknowledging any diagnostic information, it is unlikely that transdiagnostic research will bear any real-world meaning for clinicians, patients, and medical practice. Similarly, poor reporting on the number and type of (trans)diagnostic spectra prevents the appraisal, refinement, and eventual integration of categorical and dimensional approaches in psychiatric classification. The systematic review acknowledged that transdiagnostic categorical approaches that respect dimensionality are possible in organic medicine as well as in psychiatry1, but this requires transparent reporting of the results. For example, the largest transdiagnostic study published to date demonstrated that it is possible to report the diagnostic information for almost all ICD-10 mental disorders9. Furthermore, while it is possible that transdiagnostic interventions may display superior efficiency, cost-effectiveness, accessibility, and patient-reported satisfaction compared to specific-diagnostic interventions8, demonstrating this would require robust comparative analyses specifically conducted to test the non-inferiority or superiority of the transdiagnostic approach. These ana
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?
The systematic review was performed following the PRISMA statement guidelines and the TRANSD recommendation to improve transdiagnostic research in psychiatry.
“We performed a systematic review following the PRISMA statement guidelines (Page et al., 2021) and the TRANSD recommendation to improve transdiagnostic research in psychiatry (Fusar-Poli, 2019; Fusar-Poli, Solmi, et al., 2019).”
From Predictive coding in neuropsychiatric disorders: a systematic transdiagnostic review. (2025) · cites this paper as Fusar-Poli, 2019
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
Cognitive behaviour therapy for eating disorders: a “transdiagnostic” theory and treatment
Fairburn, C. G., Cooper, Z., & Shafran, R. (2003) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(02)00088-8 · Cited by 3,374 · see citing works
The p Factor: One General Psychopathology Factor in the Structure of Psychiatric Disorders?
Caspi, A., Houts, R. M., Belsky, D. W., Goldman-Mellor, S. J., Harrington, H., Israel, S., Meier, M. H., Ramrakha, S., Shalev, I., Poulton, R., et al. (2014) · Clinical Psychological Science · doi:10.1177/2167702613497473 · Cited by 2,449 · see citing works
Improving outcomes of first‐episode psychosis: an overview
Fusar‐Poli, P., McGorry, P. D., & Kane, J. M. (2017) · World Psychiatry · doi:10.1002/wps.20446 · Cited by 575 · see citing works
Self-citationTransdiagnostic psychiatry: a systematic review
Fusar‐Poli, P., Solmi, M., Brondino, N., Davies, C., Chae, C., Politi, P., Borgwardt, S., Lawrie, S. M., Parnas, J., & McGuire, P. (2019) · World Psychiatry · doi:10.1002/wps.20631 · Cited by 409 · see citing works
Self-citationFusar-Poli, P., Rutigliano, G., Stahl, D., Davies, C., Bonoldi, I., Reilly, T., & McGuire, P. (2017) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2017.0284 · Cited by 246 · see citing works
Self-citationThe RDoC program: psychiatry without psyche?
Parnas, J. (2014) · World Psychiatry · doi:10.1002/wps.20101 · Cited by 93 · see citing works
Wïttchen, H., & Beesdo‐Baum, K. (2018) · World Psychiatry · doi:10.1002/wps.20561 · Cited by 35 · see citing works
Transdiagnostic psychiatry goes above and beyond classification
Mansell, W. (2019) · World Psychiatry · doi:10.1002/wps.20680 · Cited by 26 · see citing works
McGorry, P. D., & Nelson, B. (2019) · World Psychiatry · doi:10.1002/wps.20679 · Cited by 15 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Age at onset of mental disorders worldwide: Large-scale meta-analysis of 192 epidemiological studies
Solmi, M., Radua, J., Olivola, M., Croce, E., Soardo, L., Salazar de Pablo, G., Il Shin, J., Kirkbride, J. B., Jones, P., Kim, J. H., et al. (2022) · Molecular Psychiatry · doi:10.1038/s41380-021-01161-7 · Cited by 3,835 · see citing works
Self-citationPreventive psychiatry: a blueprint for improving the mental health of young people
Fusar‐Poli, P., Correll, C. U., Arango, C., Berk, M., Patel, V., & Ioannidis, J. P. A. (2021) · World Psychiatry · doi:10.1002/wps.20869 · Cited by 497 · see citing works
Self-citationRisk and protective factors for mental disorders beyond genetics: an evidence‐based atlas
Arango, C., Dragioti, E., Solmi, M., Cortese, S., Domschke, K., Murray, R. M., Jones, P. B., Uher, R., Carvalho, A. F., Reichenberg, A., et al. (2021) · World Psychiatry · doi:10.1002/wps.20894 · Cited by 327 · see citing works
Self-citationKim, J. H., Kim, J. Y., Lee, J., Jeong, G. H., Lee, E., Lee, S., Lee, K. H., Kronbichler, A., Stubbs, B., Solmi, M., et al. (2020) · The Lancet Psychiatry · doi:10.1016/s2215-0366(20)30312-6 · Cited by 258 · see citing works
Self-citationde Pablo, G. S., Studerus, E., Vaquerizo‐Serrano, J., Irving, J., Catalán, A., Oliver, D., Baldwin, H., Danese, A., Fazel, S., Steyerberg, E. W., et al. (2020) · Schizophrenia Bulletin · doi:10.1093/schbul/sbaa120 · Cited by 221 · see citing works
Self-citationPsychological trauma as a transdiagnostic risk factor for mental disorder: an umbrella meta-analysis
Hogg, B., Gardoki-Souto, I., Valiente-Gómez, A., Rosa, A., Fortea, L., Raduà, J., Amann, B., & Moreno-Alcázar, A. (2022) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-022-01495-5 · Cited by 156 · see citing works
Risk factors for eating disorders: an umbrella review of published meta-analyses
Solmi, M., Raduà, J., Stubbs, B., Ricca, V., Moretti, D., Busatta, D., Carvalho, A. F., Dragioti, E., Favaro, A., Monteleone, A. M., et al. (2020) · Brazilian Journal of Psychiatry · doi:10.1590/1516-4446-2020-1099 · Cited by 149 · see citing works
Self-citationDragioti, E., Radua, J., Solmi, M., Gosling, C. J., Oliver, D., Lascialfari, F., Ahmed, M., Cortese, S., Estradé, A., Arrondo, G., et al. (2023) · World Psychiatry · doi:10.1002/wps.21068 · Cited by 130 · see citing works
Self-citationUher, R., Pavlová, B., Raduà, J., Provenzani, U., Najafi, S., Fortea, L., Ortuño, M., Nazarova, A., Perroud, N. A., Palaniyappan, L. K., et al. (2023) · World Psychiatry · doi:10.1002/wps.21147 · Cited by 135 · see citing works
Self-citationAssociations between mental and physical conditions in children and adolescents: An umbrella review
Arrondo, G., Solmi, M., Dragioti, E., Eudave, L., Ruiz-Goikoetxea, M., Larraz, A. C., Magallón, S., Carvalho, A. F., Cipriani, A., Fusar‐Poli, P., et al. (2022) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2022.104662 · Cited by 92 · see citing works
Self-citationEstablishing a clinical service to prevent psychosis: What, how and when? Systematic review
de Pablo, G. S., Estradé, A., Cutroni, M., Andlauer, O., & Fusar‐Poli, P. (2021) · Translational Psychiatry · doi:10.1038/s41398-020-01165-x · Cited by 83 · see citing works
Self-citationDiagnosis, prognosis, and treatment of brief psychotic episodes: a review and research agenda
Fusar‐Poli, P., de Pablo, G. S., Rajkumar, R. P., López‐Díaz, Á., Malhotra, S., Heckers, S., Lawrie, S. M., & Pillmann, F. (2021) · The Lancet Psychiatry · doi:10.1016/s2215-0366(21)00121-8 · Cited by 52 · see citing works
Self-citationOliver, D., Spada, G., Colling, C., Broadbent, M., Baldwin, H., Patel, R., Stewart, R., Stahl, D., Dobson, R., McGuire, P., et al. (2021) · Schizophrenia Research · doi:10.1016/j.schres.2020.05.007 · Cited by 49 · see citing works
Self-citationExercise as a transdiagnostic intervention for improving mental health: An umbrella review
Solmi, M., Basadonne, I., Bodini, L., Rosenbaum, S., Schuch, F. B., Smith, L., Stubbs, B., Firth, J., Vancampfort, D., Ashdown‐Franks, G., et al. (2025) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2025.02.024 · Cited by 40 · see citing works
Self-citationSchirmbeck, F. N., van der Burg, N. C., Blankers, M., Vermeulen, J. M., McGuire, P. K., Valmaggia, L., Kempton, M. J., van der Gaag, M., Riecher‐Rössler, A., Bressan, R. A., et al. (2021) · Schizophrenia Bulletin · doi:10.1093/schbul/sbab088 · Cited by 29 · see citing works
Self-citationReal-world digital implementation of the Psychosis Polyrisk Score (PPS): A pilot feasibility study
Oliver, D., Spada, G., Englund, A., Chesney, E., Radua, J., Reichenberg, A., Uher, R., McGuire, P., & Fusar-Poli, P. (2020) · Schizophrenia Research · doi:10.1016/j.schres.2020.04.015 · Cited by 27 · see citing works
Self-citationPredictive coding in neuropsychiatric disorders: a systematic transdiagnostic review.
Qela, B., Damiani, S., De Santis, S., Groppi, F., Pichiecchio, A., Asteggiano, C., Brondino, N., Monteleone, A. M., Grassi, L., Politi, P., et al. (2025) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2025.106020 · Cited by 26 · see citing works
“Despite non-social predictive coding impairments, individuals with SCZ could still leverage communicative gestures to predict the behavior of others, resulting in preserved social predictive coding (Okruszek et al., 2018, 2019).”
Self-citationA transdiagnostic prodrome for severe mental disorders: an electronic health record study
Arribas, M., Oliver, D., Patel, R., Kornblum, D., Shetty, H., Damiani, S., Krakowski, K., Provenzani, U., Stahl, D. R., Koutsouleris, N., et al. (2024) · Molecular Psychiatry · doi:10.1038/s41380-024-02533-5 · Cited by 20 · see citing works
Self-citationPuntis, S., Oliver, D., & Fusar-Poli, P. (2021) · Schizophrenia Research · doi:10.1016/j.schres.2021.01.005 · Cited by 21 · see citing works
Self-citationAssociation between mental disorders and somatic conditions: protocol for an umbrella review
Cortese, S., Solmi, M., Arrondo, G., Cipriani, A., Fusar‐Poli, P., Larsson, H., & Correll, C. U. (2020) · Evidence-Based Mental Health · doi:10.1136/ebmental-2020-300158 · Cited by 19 · see citing works
Self-citationFeng, C., Huang, W., Xu, K., Stewart, J. L., Camilleri, J. A., Yang, X., Wei, P., Gu, R., Luo, W., & Eickhoff, S. B. (2022) · Clinical Psychology Review · doi:10.1016/j.cpr.2022.102189 · Cited by 18 · see citing works
Clinical outcomes in brief psychotic episodes: a systematic review and meta-analysis
Provenzani, U., de Pablo, G. S., Arribas, M., Pillmann, F., & Fusar‐Poli, P. (2021) · Epidemiology and Psychiatric Sciences · doi:10.1017/s2045796021000548 · Cited by 17 · see citing works
Self-citationGoerigk, S., Reinhard, M. A., Barton, B., Burkhardt, G., Ehring, T., Bertsch, K., Amann, B. L., Sarubin, N., Seidl, E., Falkai, P., et al. (2023) · Psychiatry Research · doi:10.1016/j.psychres.2023.115545 · Cited by 16 · see citing works
Solmi, M., Bodini, L., Cocozza, S., Seeman, M. V., Vieta, E., Dragioti, E., Carvalho, A. F., & Fusar‐Poli, P. (2020) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2020.09.635 · Cited by 16 · see citing works
Self-citationVogel, M., Ebert, C., Gensichen, J. S., Applis, H., Hasan, A., & Lochbühler, K. (2024) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2024.11.003 · Cited by 12 · see citing works
Arribas, M., Micheli, A. D., Krakowski, K., Stahl, D. R., Correll, C. U., Young, A. H., Andreassen, O. A., Vieta, E., Arango, C., McGuire, P. K., et al. (2025) · The Lancet Psychiatry · doi:10.1016/s2215-0366(25)00307-4 · Cited by 8 · see citing works
Self-citationA Comprehensive Assessment to Enable Recovery of the Homeless: The HOP-TR Study
van Everdingen, C., Peerenboom, P. B., van der Velden, K., & Delespaul, P. (2021) · Frontiers in Public Health · doi:10.3389/fpubh.2021.661517 · Cited by 7 · see citing works
Fusar-Poli, P., Oliver, D., Spada, G., Estrade, A., & McGuire, P. (2021) · Schizophrenia Research · doi:10.1016/j.schres.2020.11.031 · Cited by 6 · see citing works
Cascino, G., Marciello, F., Daga, G. A., Balestrieri, M., Bertelli, S., Carpiniello, B., Corrivetti, G., Favaro, A., Renna, C., Ricca, V., et al. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.789344 · Cited by 4 · see citing works
Common neural dysfunction of economic decision-making across psychiatric conditions
Feng, C.-L., Liu, Q.-X., Huang, C.-B., Li, T., Wang, L., Liu, F.-L., Eickhoff, S., & Qu, C. (2024) · NeuroImage · doi:10.1016/j.neuroimage.2024.120641 · Cited by 4 · see citing works
Separation Anxiety and Age of Onset of Panic Disorder
Pini, S., Milrod, B. L., Baldwin, D. S., Schiele, M. A., Massimetti, G., Costa, B., Martini, C., Bandelow, B., Domschke, K., & Abelli, M. (2022) · Early Intervention in Psychiatry · doi:10.1111/eip.13419 · Cited by 4 · see citing works
Research on Knowledge Graph Construction Technology Based on Intellectual Property Legal Documents
Han, L. (2024) · Journal of intelligence and knowledge engineering. · doi:10.62517/jike.202404103 · Cited by 2 · see citing works
Ghenciulescu, A., Pearse, A., Minichino, A., Sampogna, G., Giorgi, R. D., & Fiorillo, A. (2025) · The British Journal of Psychiatry · doi:10.1192/bjp.2025.10343 · Cited by 2 · see citing works
Kéri, S., Barkó, B., & Kelemen, O. (2026) · Science Progress · doi:10.1177/00368504261417875 · Cited by 1 · see citing works
The conceptual landscape of self-regulation in neurodevelopmental conditions: an overview of reviews
Iturmendi-Sabater, I., Jain, S., Turcany-Diaz, S., Besa, R., Anagnostou, E. A., Fournier, M. A., Lin, H., & Lai, M. (2026) · Nature Human Behaviour · doi:10.1038/s41562-026-02410-x · Cited by 1 · see citing works
Fatores de risco de transtornos alimentares: revisão guarda-chuva de metanálises publicadas
Solmi, M., Raduà, J., Stubbs, B., Ricca, V., Moretti, D., Busatta, D., Carvalho, A. F., Dragioti, E., Favaro, A., Monteleone, A. M., et al. (2022) · Debates em Psiquiatria · doi:10.25118/2763-9037.2022.v12.460 · Cited by 1 · see citing works
Self-citationWorldwide initiatives aimed to train professionals in the use of the ICD-11
Giordano, G. (2021) · Annals of General Psychiatry · doi:10.1186/s12991-021-00370-2 · Cited by 1 · see citing works
Coussement, C., & Heeren, A. (2020) · doi:10.31234/osf.io/ynrkj
Separation Anxiety and Age of Onset of Panic DisorderPreprint
Pini, S., Milrod, B. L., Baldwin, D. S., Schiele, M. A., Massimetti, G., Costa, B., Martini, C., Bandelow, B., Domschke, K., & Abelli, M. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4047585
Coussement, C., & Heeren, A. (2020) · doi:10.31219/osf.io/m8z6w
Intentional knowledge map representation learning method based on fusion of action roadmap
Wu, W. H., Gong, X., & Wang, Y. (2022) · International Academic Exchange Conference on Science and Technology Innovation (IAECST) · doi:10.1109/iaecst57965.2022.10062017
Magaraggia, I., Cesare, F. D., Alonso, J., Edgar, C. J., Heckman, P. R. A., Engler, J., Domingo, S. Z., Pani, L., & Schreiber, R. (2026) · Neuroscience Applied · doi:10.1016/j.nsa.2026.106996
Basic Self-disorders Across Psychiatric Diagnoses and Risk Syndromes: An Updated Meta-analysis
Estradé, A., La‐Torraca‐Vittori, P., Esposito, C. M., Carranza-Navarro, F., Revilla-Zúñiga, J. A., Basadonne, I., Floris, V., Bonoldi, I., Damiani, S., Oliver, D., et al. (2026) · Schizophrenia Bulletin · doi:10.1093/schbul/sbag047 · Cited by 1 · see citing works
Self-citation
- Authors
- Fusar‐Poli, P.
- Affiliations
- King's College London (GB)
- Corresponding author
- Fusar‐Poli, Paolo
- ORCID
- Fusar‐Poli, Paolo
- Venue
- World Psychiatry
- Publisher
- Wiley
- Published
- 2019-09-09
- Volume
- 18
- Issue
- 3
- Pages
- 361-362
- ISSN
- 1723-8617 (ISSN-L)
- 2051-5545
- PMC
- PMC6732677
- OpenAlex
- W2973034624
- Cited by
- 43
- References
- 9
- Citations by year
- 2026: 4 · 2025: 4 · 2024: 4 · 2023: 4 · 2022: 6 · 2021: 11 · 2020: 10
- FWCI
- 7.96
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- World Psychiatry (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Social Sciences › Decision Sciences › Information Systems and Management › Interdisciplinary Research and Collaboration
- Social Sciences › Arts and Humanities › Philosophy › Mental Health and Psychiatry
- Keywords
- psychiatric diagnosis, Research Domain Criteria, Hierarchical Taxonomy of Psychopathology, p-factor, clinical staging model, psychiatric classification, conceptualization of mental disorders, epistemology of psychiatry, eating disorders, cognitive behavioral therapy, depression, anxiety disorders, schizophrenia, bipolar disorder
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