Background Mood disorders are characterised by pronounced symptom heterogeneity, which presents a substantial challenge both to clinical practice and research. Identification of subgroups of individuals with homogeneous symptom profiles that cut across current diagnostic categories could provide insights in to the transdiagnostic relevance of individual symptoms, which current categorical diagnostic systems cannot impart. Aims To identify groups of people with homogeneous clinical characteristics, using symptoms of manic and/or irritable mood, and explore differences between groups in diagnoses, functional outcomes and genetic liability. Method We used latent class analysis on eight binary self-reported symptoms of manic and irritable mood in the UK Biobank and PROTECT studies, to investigate how individuals formed latent subgroups. We tested associations between the latent classes and diagnoses of psychiatric disorders, sociodemographic characteristics and polygenic risk scores. Results Five latent classes were derived in UK Biobank (N = 42 183) and were replicated in the independent PROTECT cohort (N = 4445), including 'minimally affected', 'inactive restless', active restless', 'focused creative' and 'extensively affected' individuals. These classes differed in disorder risk, polygenic risk score and functional outcomes. One class that experienced disruptive episodes of mostly irritable mood largely comprised cases of depression/anxiety, and a class of individuals with increased confidence/creativity reported comparatively lower disruptiveness and functional impairment. Conclusions Findings suggest that data-driven investigations of psychopathological symptoms that include sub-diagnostic threshold conditions can complement research of clinical diagnoses. Improved classification systems of psychopathology could investigate a weighted approach to symptoms, toward a more dimensional classification of mood disorders.

Latent subtypes of manic and/or irritable episode symptoms in two population-based cohorts / Arathimos, Ryan; Fabbri, Chiara; Vassos, Evangelos; Davis, Katrina A S; Pain, Oliver; Gillett, Alexandra; Coleman, Jonathan R I; Hanscombe, Ken; Hagenaars, Saskia; Jermy, Bradley; Corbett, Anne; Ballard, Clive; Aarsland, Dag; Creese, Byron; Lewis, Cathryn M. - In: THE BRITISH JOURNAL OF PSYCHIATRY. - ISSN 1472-1465. - STAMPA. - 221:(2022), pp. 722-731. [10.1192/bjp.2021.184]

Latent subtypes of manic and/or irritable episode symptoms in two population-based cohorts

Fabbri, Chiara;
2022

Abstract

Background Mood disorders are characterised by pronounced symptom heterogeneity, which presents a substantial challenge both to clinical practice and research. Identification of subgroups of individuals with homogeneous symptom profiles that cut across current diagnostic categories could provide insights in to the transdiagnostic relevance of individual symptoms, which current categorical diagnostic systems cannot impart. Aims To identify groups of people with homogeneous clinical characteristics, using symptoms of manic and/or irritable mood, and explore differences between groups in diagnoses, functional outcomes and genetic liability. Method We used latent class analysis on eight binary self-reported symptoms of manic and irritable mood in the UK Biobank and PROTECT studies, to investigate how individuals formed latent subgroups. We tested associations between the latent classes and diagnoses of psychiatric disorders, sociodemographic characteristics and polygenic risk scores. Results Five latent classes were derived in UK Biobank (N = 42 183) and were replicated in the independent PROTECT cohort (N = 4445), including 'minimally affected', 'inactive restless', active restless', 'focused creative' and 'extensively affected' individuals. These classes differed in disorder risk, polygenic risk score and functional outcomes. One class that experienced disruptive episodes of mostly irritable mood largely comprised cases of depression/anxiety, and a class of individuals with increased confidence/creativity reported comparatively lower disruptiveness and functional impairment. Conclusions Findings suggest that data-driven investigations of psychopathological symptoms that include sub-diagnostic threshold conditions can complement research of clinical diagnoses. Improved classification systems of psychopathology could investigate a weighted approach to symptoms, toward a more dimensional classification of mood disorders.
2022
Latent subtypes of manic and/or irritable episode symptoms in two population-based cohorts / Arathimos, Ryan; Fabbri, Chiara; Vassos, Evangelos; Davis, Katrina A S; Pain, Oliver; Gillett, Alexandra; Coleman, Jonathan R I; Hanscombe, Ken; Hagenaars, Saskia; Jermy, Bradley; Corbett, Anne; Ballard, Clive; Aarsland, Dag; Creese, Byron; Lewis, Cathryn M. - In: THE BRITISH JOURNAL OF PSYCHIATRY. - ISSN 1472-1465. - STAMPA. - 221:(2022), pp. 722-731. [10.1192/bjp.2021.184]
Arathimos, Ryan; Fabbri, Chiara; Vassos, Evangelos; Davis, Katrina A S; Pain, Oliver; Gillett, Alexandra; Coleman, Jonathan R I; Hanscombe, Ken; Hagenaars, Saskia; Jermy, Bradley; Corbett, Anne; Ballard, Clive; Aarsland, Dag; Creese, Byron; Lewis, Cathryn M
File in questo prodotto:
Eventuali allegati, non sono esposti

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/906684
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? 0
  • Scopus 3
  • ???jsp.display-item.citation.isi??? 4
social impact