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1.
Acta Psychiatr Scand ; 149(2): 98-109, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38072004

RESUMO

BACKGROUND: Treatment decision-making for individuals with bipolar disorder can be difficult. Recommendations from clinical practice guidelines can be affected by multiple methodological limitations, while pharmaco-epidemiological data suggest great variety in prescription practices across regions. Given these inconsistencies, this study aimed to provide an alternative perspective on the effectiveness of common bipolar disorder maintenance treatments through considering naturalistic data. METHODS: A total of 246 individuals with bipolar disorder (84 bipolar I [BP-I], 162 bipolar II [BP-II]) were recruited through clinics and/or websites. All were euthymic and had trialled at least one mood stabiliser. They completed an online survey containing questions on demographics, clinical variables, symptomatology, and the effectiveness/side effect profiles of any mood stabilisers (MSTs) or atypical antipsychotics (AAPs) that they have taken. RESULTS: Lithium and lamotrigine were the most commonly prescribed MSTs and the most effective at mood stabilisation. Lithium and lamotrigine appeared marginally more effective for BP-I and BP-II respectively, however, only the latter difference was statistically significant. Furthermore, lamotrigine had the more favourable side effect profile. Amongst the AAPs, quetiapine and olanzapine were the most commonly prescribed, but they were negligibly superior to other AAPs. CONCLUSION: This study clearly established a preference for lamotrigine in the maintenance treatment of BP-II. While the literature consistently emphasises the primacy of lithium in bipolar disorder treatment, its side effect profile as observed in this study remains a concern. Future research considering moderators of treatment response and concomitant medications could help to identify further nuances to consider for treatment decision-making.


Assuntos
Antipsicóticos , Transtorno Bipolar , Humanos , Transtorno Bipolar/tratamento farmacológico , Lamotrigina/uso terapêutico , Lítio/uso terapêutico , Antipsicóticos/uso terapêutico , Olanzapina/uso terapêutico
2.
Aust N Z J Psychiatry ; : 48674241242315, 2024 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-38561896

RESUMO

Ketamine is a restricted and regulated medication in Australia and New Zealand, which has implications when considering treatment for patients with treatment-resistant depression and a history of illicit drug use, abuse or dependence. Regulations governing prescription of ketamine for treatment-resistant depression vary between jurisdictions in Australia and New Zealand, though most restrict use in those with drug dependence. There is substantial variation in definitions of drug dependence used in each jurisdiction, and between the legal and clinical definitions, with the latter specified in the current International Classification of Diseases, Eleventh Revision and Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition. This paper reviews the literature assessing the risk of ketamine misuse and dependence in patients with a history of illicit drug use, abuse or dependence and presents recommendations for psychiatrists who prescribe ketamine in such patients with treatment-resistant depression.

3.
Acta Neuropsychiatr ; 35(1): 50-58, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-36102161

RESUMO

OBJECTIVE: There is currently little consensus as to how burnout is best defined and measured, and whether the syndrome should be afforded clinical status. The latter issue would be advanced by determining whether burnout is a singular dimensional construct varying only by severity (and with some level of severity perhaps indicating clinical status), or whether a categorical model is superior, presumably reflecting differing 'sub-clinical' versus 'clinical' or 'burning out' vs 'burnt out' sub-groups. This study sought to determine whether self-diagnosed burnout was best modelled dimensionally or categorically. METHODS: We recently developed a new measure of burnout which includes symptoms of exhaustion, cognitive impairment, social withdrawal, insularity, and other psychological symptoms. Mixture modelling was utilised to determine if scores from 622 participants on the measure were best modelled dimensionally or categorically. RESULTS: A categorical model was supported, with the suggestion of a sub-syndromal class and, after excluding such putative members of that class, two other classes. Analyses indicated that the latter bimodal pattern was not likely related to current working status or differences in depression symptomatology between participants, but reflected subsets of participants with and without a previous diagnosis of a mental health condition. CONCLUSION: Findings indicated that sub-categories of self-identified burnout experienced by the lay population may exist. A previous diagnosis of a mental illness from a mental health professional, and therefore potentially a psychological vulnerability factor, was the most likely determinant of the bimodal data, a finding which has theoretical implications relating to how best to model burnout.


Assuntos
Esgotamento Profissional , Transtornos Mentais , Humanos , Esgotamento Profissional/diagnóstico , Esgotamento Profissional/epidemiologia , Esgotamento Profissional/psicologia , Inquéritos e Questionários
4.
Aust N Z J Psychiatry ; 55(12): 1134-1143, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34384256

RESUMO

OBJECTIVE: Ketamine and related compounds are emerging as rapidly acting therapies for treatment-resistant depression. Ketamine differs from standard antidepressants in its speed of action, specific acute and cumulative side effects, risk of dependence and regulatory requirements. However, there is currently little guidance offering translation from research studies into clinical practice. We therefore detail a comprehensive model of care for ketamine treatment of depression. METHOD: We formulated a set of policies and procedures for a 'compassionate use' ketamine programme that developed out of our clinical research in ketamine. These policies and procedures were formulated into a detailed model of care. RESULTS: The current Australian and New Zealand regulatory frameworks and professional bodies' recommendations regarding ketamine are detailed along with clinical governance and infrastructure considerations. We next describe a four-step model comprising initial assessment, pre-treatment, treatment and post-treatment phases. The model comprises thorough psychiatric and medical assessments examining patient suitability, a rigorous consenting process and structured safety monitoring across an acute treatment course or maintenance therapy. Our ketamine dose-titration method is detailed allowing flexible dosing of patients across a treatment course enabling individualised treatment. CONCLUSION: The model of care aims to bridge the gap between efficacy studies and clinical care outside of research settings as ketamine and related compounds become increasingly important therapies for treatment-resistant depression.


Assuntos
Transtorno Depressivo Resistente a Tratamento , Ketamina , Antidepressivos/uso terapêutico , Austrália , Depressão , Transtorno Depressivo Resistente a Tratamento/tratamento farmacológico , Humanos , Ketamina/uso terapêutico
5.
Curr Psychiatry Rep ; 22(4): 20, 2020 03 26.
Artigo em Inglês | MEDLINE | ID: mdl-32215771

RESUMO

PURPOSE OF REVIEW: The nosology and management of antidepressant-associated hypomania (AAH) in the treatment of unipolar depression requires clarification. We sought to review recent studies examining AAH, focusing on risk factors, differing explanatory models, and management strategies. RECENT FINDINGS: AAH occurs more frequently in those of female gender, younger age, and with a bipolar disorder (BP) family history. Depressive features (e.g., suicidal ideation, psychotic symptoms) in those with AAH were similar to those with established BPs. Explanatory models for AAH describe it as (i) a transient iatrogenic event, (ii) a specific "bipolar III" disorder, (iii) indicative of "conversion" to BP, (iv) acceleration of BP, and (v) coincidental and unrelated to antidepressant medication. Management recommendations include antidepressant cessation, atypical antipsychotic medications, or switching to a mood stabilizer. Determinants and management of AAH in the treatment of unipolar depression requires considerable clarification, likely to be achieved by close clinical review and refined research studies.


Assuntos
Antidepressivos/efeitos adversos , Transtorno Bipolar/tratamento farmacológico , Transtorno Bipolar/psicologia , Transtorno Depressivo Maior/tratamento farmacológico , Antidepressivos/uso terapêutico , Humanos , Fatores de Risco
6.
Curr Psychiatry Rep ; 21(12): 125, 2019 11 20.
Artigo em Inglês | MEDLINE | ID: mdl-31749106

RESUMO

PURPOSE OF REVIEW: Differentiating bipolar (BP) disorders (in particular BP II) from borderline personality disorder (BPD) is a common diagnostic dilemma. We sought to critically examine recent studies that considered clinical differences between BP II and BPD, which might advance their delineation. RECENT FINDINGS: Recent studies focused on differentiating biological parameters-genetics, epigenetics, diurnal rhythms, structural and functional neuroimaging-with indicative differences not yet sufficient to guide diagnosis. Key differentiating factors include family history, developmental antecedents, illness course, phenomenological differences in mood states, personality style and relationship factors. Less differentiating factors include impulsivity, neuropsychological profiles, gender distribution, comorbidity and treatment response. This review details parameters offering differentiation of BP II from BPD and should assist in resolving a frequent diagnostic dilemma. Future studies should specifically examine the BP II subtype directly with BPD, which would aid in sharpening the distinction between the disorders.


Assuntos
Transtorno Bipolar/diagnóstico , Transtorno Bipolar/psicologia , Transtorno da Personalidade Borderline/diagnóstico , Transtorno da Personalidade Borderline/psicologia , Transtorno Bipolar/fisiopatologia , Transtorno da Personalidade Borderline/fisiopatologia , Diagnóstico Diferencial , Humanos , Comportamento Impulsivo , Determinação da Personalidade , Transtornos da Personalidade , Escalas de Graduação Psiquiátrica
7.
J Nerv Ment Dis ; 207(8): 620-625, 2019 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-31283725

RESUMO

The current study sought to identify features offering differentiation of borderline personality disorder (BPD) from bipolar disorder (BP). Participants were clinically assessed and assigned diagnoses based on the Diagnostic and Statistical Manual of Mental Disorders criteria. A 113-item self-report questionnaire was completed, comprising cognitive and behavioral constructs weighted to a borderline personality style. A total of n = 53 participants were assigned to BPD, n = 83 to BP, with comorbid participants excluded. Twenty items were highly endorsed (>95%) by the BPD group, with most of the features capturing emotional dysregulation (ED) and identity disturbance; however, many items were also highly endorsed by the participants with BP. Thirty-eight items offered differentiation of BPD from BP, with identity disturbance overrepresented. The study findings indicate that the transdiagnostic nature of ED (a feature of both conditions) means it is less useful for diagnostic decisions, whereas identity disturbance is both intrinsic to BPD and offers specificity in differentiation from BP.


Assuntos
Sintomas Afetivos/fisiopatologia , Transtorno Bipolar/fisiopatologia , Transtorno da Personalidade Borderline/fisiopatologia , Autoimagem , Adulto , Sintomas Afetivos/diagnóstico , Sintomas Afetivos/etiologia , Transtorno Bipolar/complicações , Transtorno Bipolar/diagnóstico , Transtorno da Personalidade Borderline/complicações , Transtorno da Personalidade Borderline/diagnóstico , Diagnóstico Diferencial , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Adulto Jovem
8.
Australas Psychiatry ; 27(3): 241-244, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-30570347

RESUMO

OBJECTIVE: We examined current pathways of training for junior clinical academic psychiatrists in Australia. An initiative of the School of Psychiatry, University of New South Wales, is described from the perspective of two junior clinical academics. CONCLUSIONS: Australia has limited defined clinical academic pathways for psychiatrists when compared internationally. Numerous challenges for junior psychiatrists entering academia include tensions between clinical and academic roles, reduced remuneration, difficulty building a competitive track record and a scarcity of funding. Potential solutions lie with universities and local health districts partnering to fund clinical academic roles and offering flexible entry points across specialty training. Fostering research engagement in junior psychiatrists will develop the next generation of clinical academics with benefit for clinical and academic domains.


Assuntos
Internato e Residência , Psiquiatria/educação , Atitude do Pessoal de Saúde , Escolha da Profissão , Humanos , New South Wales , Pesquisa Qualitativa , Universidades
10.
Aust N Z J Psychiatry ; 52(12): 1173-1182, 2018 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-30378461

RESUMO

OBJECTIVE: To derive new criteria sets for defining manic and hypomanic episodes (and thus for defining the bipolar I and II disorders), an international Task Force was assembled and termed AREDOC reflecting its role of Assessment, Revision and Evaluation of DSM and other Operational Criteria. This paper reports on the first phase of its deliberations and interim criteria recommendations. METHOD: The first stage of the process consisted of reviewing Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, and recent International Classification of Diseases criteria, identifying their limitations and generating modified criteria sets for further in-depth consideration. Task Force members responded to recommendations for modifying criteria and from these the most problematic issues were identified. RESULTS: Principal issues focussed on by Task Force members were how best to differentiate mania and hypomania, how to judge 'impairment' (both in and of itself and allowing that functioning may sometimes improve during hypomanic episodes) and concern that rejecting some criteria (e.g. an imposed duration period) might risk false-positive diagnoses of the bipolar disorders. CONCLUSION: This first-stage report summarises the clinical opinions of international experts in the diagnosis and management of the bipolar disorders, allowing readers to contemplate diagnostic parameters that may influence their clinical decisions. The findings meaningfully inform subsequent Task Force stages (involving a further commentary stage followed by an empirical study) that are expected to generate improved symptom criteria for diagnosing the bipolar I and II disorders with greater precision and to clarify whether they differ dimensionally or categorically.


Assuntos
Sintomas Afetivos/diagnóstico , Transtorno Bipolar , Manual Diagnóstico e Estatístico de Transtornos Mentais , Classificação Internacional de Doenças , Transtorno Bipolar/classificação , Transtorno Bipolar/diagnóstico , Transtorno Bipolar/psicologia , Transtorno Bipolar/terapia , Diagnóstico Diferencial , Humanos , Cooperação Internacional , Seleção de Pacientes , Avaliação de Sintomas/métodos , Avaliação de Sintomas/normas
11.
Australas Psychiatry ; 26(4): 410-413, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29533077

RESUMO

OBJECTIVES: To determine if differing developmental factors show specificity to differing manifestations of borderline personality disorder (BPD). METHODS: A clinical sample of 73 females diagnosed with BPD undertook a psychiatrist interview and completed self-report questionnaires, including the semi-structured Diagnostic Interview for DSM-IV Personality Disorders (DIPD-IV) assessing for BPD status. A set of negative and potentially traumatic developmental factors were included in the assessment. RESULTS: Childhood sexual abuse, affirmed by 49% of the sample, showed specificity in being linked with DIPD-defined affective instability. DIPD-defined identity disturbance also showed specificity in being associated only with reporting significant non-sexual developmental trauma. DIPD-defined anger and paranoia/dissociation showed minimal specificity and were associated with most antecedent developmental factors in adulthood. CONCLUSIONS: Differing manifestations of BPD are likely to be shaped by specific and non-specific developmental events. Clarification of such links has the potential to shape more specific therapeutic interventions.


Assuntos
Adultos Sobreviventes de Eventos Adversos na Infância , Transtorno da Personalidade Borderline/diagnóstico , Escalas de Graduação Psiquiátrica , Adolescente , Adulto , Sobreviventes Adultos de Maus-Tratos Infantis , Idoso , Transtorno da Personalidade Borderline/etiologia , Feminino , Humanos , Pessoa de Meia-Idade , Fatores de Risco , Adulto Jovem
12.
Br J Psychiatry ; 209(3): 209-15, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27284081

RESUMO

BACKGROUND: The status and differentiation of comorbid borderline personality disorder and bipolar disorder is worthy of clarification. AIMS: To determine whether comorbid borderline personality disorder and bipolar disorder are interdependent or independent conditions. METHOD: We interviewed patients diagnosed with either a borderline personality disorder and/or a bipolar condition. RESULTS: Analyses of participants grouped by DSM diagnoses established that those with comorbid conditions scored similarly to those with a borderline personality disorder alone on all key variables (i.e. gender, severity of borderline personality scores, developmental stressors, illness correlates, self-injurious behaviour rates) and differed from those with a bipolar disorder alone on nearly all non-bipolar item variables. Similar findings were returned for groups defined by clinical diagnoses. CONCLUSIONS: Comorbid bipolar disorder and borderline personality disorder is consistent with the formal definition of comorbidity in that, while coterminous, individuals meeting such criteria have features of two independent conditions.


Assuntos
Transtorno Bipolar/epidemiologia , Transtorno da Personalidade Borderline/epidemiologia , Transtorno Bipolar/diagnóstico , Transtorno da Personalidade Borderline/diagnóstico , Comorbidade , Manual Diagnóstico e Estatístico de Transtornos Mentais , Feminino , Humanos , Masculino , New South Wales/epidemiologia
14.
Neurosci Biobehav Rev ; 158: 105570, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38311046

RESUMO

This systematic review and a meta-analysis synthesised the results from contemporary, randomized and non-randomized controlled studies to assess lasting (one week minimum) changes on cognition/creativity, emotional processing and personality from serotonergic psychedelics. PubMed, Embase and PsycInfo were searched in July 2022. Risk of bias was assessed using Rob 2.0 and ROBINS-I. Ten studies met the eligibility criteria which involved 304 participants. No statistically significant effects were found for the majority outcome measures across the three constructs. A meta-analysis of emotional recognition outcomes found an overall significant effect for faster reaction times in the active treatment groups for disgust (SMD=-0.63, 95% CI=[-1.01 to -0.25], I2 = 65%) and sadness (SMD=-0.45, 95% CI=[-0.85 to -0.06], I2 = 60%). Future research should include larger samples, better control conditions, standardized doses and longer follow-up periods to confirm these preliminary findings.

15.
J Affect Disord ; 339: 561-570, 2023 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-37479038

RESUMO

BACKGROUND: Debate is ongoing as to whether burnout can be differentiated from depression. This study evaluated whether burnout and depression could be distinguished using a new burnout measure and other variables. METHODS: Scores on the Sydney Burnout Measure (SBM) were compared between participants with self-diagnosed burnout (BO-all group; n = 622) and clinically-diagnosed depression (DEP-all group; n = 90). The latter group was split into melancholic (DEP-mel; n = 56) and non-melancholic (DEP-nonmel; n = 34) depression subgroups for subsequent analyses. Differences in reporting of depressive symptoms and causal attributions were also evaluated. RESULTS: While total SBM scores showed poor differentiation, the BO-all group had lower social withdrawal and higher empathy loss subscale scores than the depression groups. Odds ratios were significant for several of the depressive symptoms and causal attribution items when comparing the BO-all group to the DEP-all and DEP-mel groups, while only a few items were significant when comparing the BO-all and DEP-nonmel groups. LIMITATIONS: Participants in the depression group were assigned by clinician-based depression diagnoses, rather than by a standardised diagnostic interview, and the group had a relatively small sample size. Participants in the burnout group were self-diagnosed and not assessed for comorbid psychiatric diagnoses. CONCLUSIONS: There were some nuanced symptoms differences between burnout and depression, but many of the SBM symptoms were not specific to burnout. Results also suggested that burnout overlaps more with non-melancholic than melancholic depression, and that differentiation of burnout and depression may rely more on weighting causal factors over symptoms.


Assuntos
Esgotamento Profissional , Transtorno Depressivo , Humanos , Depressão/diagnóstico , Depressão/epidemiologia , Depressão/psicologia , Transtorno Depressivo/diagnóstico , Transtorno Depressivo/epidemiologia , Transtorno Depressivo/psicologia , Comorbidade , Esgotamento Profissional/diagnóstico , Esgotamento Profissional/epidemiologia , Tamanho da Amostra
16.
PLoS One ; 18(11): e0290876, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37963146

RESUMO

BACKGROUND: Ketamine at subanaesthetic dosages (≤0.5mg/kg) exhibits rapid onset (over hours to days) antidepressant effects against major depressive disorder in people who are otherwise well. However, its safety, tolerability and efficacy are not known for major depressive disorder in people with advanced life-limiting illnesses. OBJECTIVE: To determine the feasibility, safety, tolerability, acceptability and any antidepressant signal/activity to justify and inform a fully powered study of subcutaneous ketamine infusions for major depressive disorder in the palliative setting. METHODS: This was a single arm, open-label, phase II feasibility study (Australian New Zealand Clinical Trial Registry Number-ACTRN12618001586202). We recruited adults (≥ 18-years-old) with advanced life-limiting illnesses referred to four palliative care services in Sydney, Australia, diagnosed with major depressive disorder from any care setting. Participants received weekly subcutaneous ketamine infusion (0.1-0.4mg/kg) over two hours using individual dose-titration design. Outcomes assessed were feasibility, safety, tolerability and antidepressant activity. RESULTS: Out of ninety-nine referrals, ten participants received ketamine and were analysed for responses. Accrual rate was 0.54 participants/month across sites with 50% of treated participants achieving ≥ 50% reduction in baseline Montgomery-Åsberg Depression Rating Scale, meeting feasibility criteria set a priori. There were no clinically relevant harms encountered. CONCLUSIONS: A future definitive trial exploring the effectiveness of subcutaneous infusion of ketamine for major depressive disorder in the palliative care setting may be feasible by addressing identified study barriers. Individual dose-titration of subcutaneous ketamine infusions over two hours from 0.1mg/kg can be well-tolerated and appears to produce transient antidepressant signals over hours to days.


Assuntos
Transtorno Depressivo Maior , Transtorno Depressivo Resistente a Tratamento , Ketamina , Adulto , Humanos , Adolescente , Ketamina/uso terapêutico , Transtorno Depressivo Maior/tratamento farmacológico , Estudos de Viabilidade , Infusões Intravenosas , Austrália , Antidepressivos/uso terapêutico , Infusões Subcutâneas , Transtorno Depressivo Resistente a Tratamento/tratamento farmacológico , Resultado do Tratamento
18.
J Psychiatr Res ; 152: 1-6, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35696742

RESUMO

Comorbid bipolar disorder (BP) and borderline personality disorder (BPD) presents a diagnostic challenge in its differentiation from each condition individually. We aimed to use a machine learning (ML) approach to differentiate comorbid BP/BPD from both BP and BPD. Participants were assigned DSM diagnoses and compared on self-report measures examining personality, emotion regulation strategies and perceived parental experiences during childhood. 82 participants were assigned as BP, 52 as BPD and 53 as comorbid BP/BPD. ML-derived diagnoses had an accuracy of 79.6% in classifying BP/BPD vs. BP, and 61.7% in classifying BP/BPD vs. BPD. Stress-related paranoid ideation and other core borderline personality items were important in distinguishing BP/BPD vs. BP, whereas deficits in emotion regulation strategies were important in distinguishing BP/BPD vs. BPD. Impulsivity and anger were important across both analyses. We identified clinical variables more distinctive in comorbid BP/BPD, with superior accuracy in distinguishing from BP, and with lower accuracy compared to BPD alone. Such an additive model should assist in sharpening clinical decision making, with future machine learning examination of larger datasets likely to further improve diagnostic accuracy.


Assuntos
Transtorno Bipolar , Transtorno da Personalidade Borderline , Transtorno Bipolar/diagnóstico , Transtorno Bipolar/epidemiologia , Transtorno Bipolar/psicologia , Transtorno da Personalidade Borderline/diagnóstico , Transtorno da Personalidade Borderline/epidemiologia , Transtorno da Personalidade Borderline/psicologia , Comorbidade , Humanos , Aprendizado de Máquina , Transtornos da Personalidade , Autorrelato
19.
J Psychiatr Res ; 150: 214-218, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35397334

RESUMO

The prevalence of comorbid bipolar disorder (BD) and borderline personality disorder (BPD) is distinctly higher in community samples than would be expected if the two conditions are independent. While there have been multiple explanations suggested for their interdependence, no clear model has been established. This paper reviews a broader set of explanations than considered previously, where relevant prevalence studies of the conditions are reported, previous explanations overviewed, and additional potential linkage causes are considered. It was found that there is unlikely to be any single determinant of the comorbid presence of BD and BPD. The most likely candidates are the artefactual impact of transdiagnostic features, with true comorbid status reflecting both pleiotropic genetic influences and environmental factors. Measurement errors in diagnostic assignment emerging from transdiagnostic features are likely to have clouded previous studies and therefore the interpretations. Comorbid BD/BPD is likely to be distinctly more common than estimated by clinicians, and clarification of the reasons why this is may well assist clinical management.


Assuntos
Transtorno Bipolar , Transtorno da Personalidade Borderline , Transtorno Bipolar/diagnóstico , Transtorno Bipolar/epidemiologia , Transtorno da Personalidade Borderline/diagnóstico , Transtorno da Personalidade Borderline/epidemiologia , Comorbidade , Estudos Transversais , Humanos , Prevalência
20.
J Affect Disord ; 299: 513-516, 2022 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-34952109

RESUMO

BACKGROUND: While there are several accepted screening measures for identifying those with a bipolar disorder, variations in overall classification rates argue for the pursuit of a more discriminating measure. Extant measures, as well as the DSM-5, rate each diagnostic criterion as having equivalent weighting values; an approach which may compromise diagnostic assignment if symptoms vary considerably in their diagnostic sensitivity. We therefore sought to develop a new measure and examine whether a weighted rating scale was superior to one assigning equivalent weightings to each item. METHODS: An international sample of 165 bipolar patients and a comparison sample of 29 unipolar patients completed a measure assessing 96 putative manic/hypomanic symptoms. A previous machine learning analysis had identified the twenty most discriminating items. In this study, analysis was undertaken involving only the ten most discriminating items. RESULTS: Whether items were scored as each having equivalent value or as weighted by their machine learning-generated values, classificatory accuracy was extremely high (in the order of 96%). Analyses also identified optimal cut-off scores. High classificatory accuracy was also obtained when scores for separate bipolar I and bipolar II groups were compared with scores from the unipolar group. LIMITATIONS: The sample consisted of comparatively few unipolar patients. CONCLUSIONS: The ten-item set allows a new measure for researchers to evaluate, while the items should assist clinician assessment as to whether a patient has a bipolar or unipolar mood disorder.


Assuntos
Transtorno Bipolar , Transtornos do Humor , Transtorno Bipolar/diagnóstico , Manual Diagnóstico e Estatístico de Transtornos Mentais , Humanos , Aprendizado de Máquina , Mania
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