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1.
Dan Med J ; 71(5)2024 Apr 11.
Artigo em Inglês | MEDLINE | ID: mdl-38704837

RESUMO

Current evidence for pharmacological treatment of mania during hospitalisation is insufficient as there are no larger well-designed randomised trials of comparative medical treatments of mania during inpatient stays. Moreover, there is considerable variation in pharmacological medication in clinical practice during hospitalisation for mania. Based on a hospital data overview, a systematic search of the literature and a three-day consensus meeting, this narrative review proposed an algorithm for optimised pharmacological treatment of mania during hospitalisation and its subsequent scientific evaluation.


Assuntos
Algoritmos , Hospitalização , Mania , Humanos , Mania/tratamento farmacológico , Antipsicóticos/uso terapêutico , Antimaníacos/uso terapêutico , Transtorno Bipolar/tratamento farmacológico , Transtorno Bipolar/terapia
3.
BMC Psychiatry ; 24(1): 243, 2024 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-38566037

RESUMO

BACKGROUND: Bipolar disorder (BD) is a severe mental disorder with heavy disease burden. Females with BD are special populations who suffer a lot from childhood trauma, social support, cognitive deficits, and suicidality. In this study, the relationship among childhood trauma, social support, and clinical symptoms of BD was investigated and the risk factors for suicidality were explored in female patients with BD. METHODS: This study included 57 drug-naive female BD patients, 64 female BD patients with long-term medication, and 50 age-matched female healthy controls. Childhood trauma, social support, clinical symptoms, cognition, and suicidality (suicide ideation, suicide plan, suicide attempt, suicide frequency) were measured with scales. RESULTS: Compared with healthy controls, females with BD showed higher levels of childhood trauma and suicidality, and lower levels of social support and cognitive deficits. In the drug-naïve BD group, social support mediated the relationship between childhood trauma and insomnia symptoms (indirect effect: ab = 0.025). In the BD with long-term medication group, mania symptom was associated with suicide plan (OR = 1.127, p = 0.030), childhood trauma was associated with suicide attempt (OR = 1.088, p = 0.018), and years of education (OR = 0.773, p = 0.028), childhood trauma (OR = 1.059, p = 0.009), and delayed memory (OR= 1.091, p= 0.016) was associated with suicide frequency (OR = 1.091, p = 0.016). CONCLUSIONS: This study provides initial evidence that social support partially explains the relationship between childhood trauma and clinical symptoms in females with BD. Additionally, mania symptoms, childhood trauma, and delayed memory were risk factors for suicidality. Interventions providing social support and improving cognitive function may be beneficial for females with BD who are exposed to childhood trauma and with high suicide risk.


Assuntos
Experiências Adversas da Infância , Transtorno Bipolar , Suicídio , Humanos , Feminino , Transtorno Bipolar/complicações , Transtorno Bipolar/psicologia , Mania/complicações , Ideação Suicida , Cognição , Apoio Social
4.
Sci Rep ; 14(1): 8449, 2024 04 11.
Artigo em Inglês | MEDLINE | ID: mdl-38600283

RESUMO

The number of young adults seeking help for emotional distress, subsyndromal-syndromal mood/anxiety symptoms, including those associated with neuroticism, is rising and can be an early manifestation of mood/anxiety disorders. Identification of gray matter (GM) thickness alterations and their relationship with neuroticism and mood/anxiety symptoms can aid in earlier diagnosis and prevention of risk for future mood and anxiety disorders. In a transdiagnostic sample of young adults (n = 252;177 females; age 21.7 ± 2), Hypothesis (H) 1:regularized regression followed by multiple regression examined relationships among GM cortical thickness and clinician-rated depression, anxiety, and mania/hypomania; H2:the neuroticism factor and its subfactors as measured by NEO Personality Inventory (NEO-PI-R) were tested as mediators. Analyses revealed positive relationships between left parsopercularis thickness and depression (B = 4.87, p = 0.002), anxiety (B = 4.68, p = 0.002), mania/hypomania (B = 6.08, p ≤ 0.001); negative relationships between left inferior temporal gyrus (ITG) thickness and depression (B = - 5.64, p ≤ 0.001), anxiety (B = - 6.77, p ≤ 0.001), mania/hypomania (B = - 6.47, p ≤ 0.001); and positive relationships between left isthmus cingulate thickness (B = 2.84, p = 0.011), and anxiety. NEO anger/hostility mediated the relationship between left ITG thickness and mania/hypomania; NEO vulnerability mediated the relationship between left ITG thickness and depression. Examining the interrelationships among cortical thickness, neuroticism and mood and anxiety symptoms enriches the potential for identifying markers conferring risk for mood and anxiety disorders and can provide targets for personalized intervention strategies for these disorders.


Assuntos
Transtornos de Ansiedade , Mania , Feminino , Adulto Jovem , Humanos , Adulto , Transtornos de Ansiedade/psicologia , Neuroticismo , Afeto , Emoções , Ansiedade/psicologia , Transtornos do Humor
5.
Behav Pharmacol ; 35(4): 239-252, 2024 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-38567447

RESUMO

Rapid-eye movement (REM) sleep deprivation (SD) can induce manic-like behaviors including hyperlocomotion. On the other hand, crocin (one of the main compounds of Crocus sativus L. or Saffron) may be beneficial in the improvement of mental and cognitive dysfunctions. Also, crocin can restore the deleterious effects of SD on mental and cognitive processes. In this study, we investigated the effect of REM SD on female rats' behaviors including depression- and anxiety-like behaviors, locomotion, pain perception, and obsessive-compulsive-like behavior, and also, the potential effect of crocin on REM SD effects. We used female rats because evidence on the role of REM SD in modulating psychological and behavioral functions of female (but not male) rats is limited. REM SD was induced for 14 days (6h/day), and crocin (25, 50, and 75 mg/kg) was injected intraperitoneally. Open field test, forced swim test, hot plate test, and marble burying test were used to assess rats' behaviors. The results showed REM SD-induced manic-like behavior (hyperlocomotion). Also, REM SD rats showed decreased anxiety- and depression-like behavior, pain subthreshold (the duration it takes for the rat to feel pain), and showed obsessive compulsive-like behavior. However, crocin at all doses partially or fully reversed REM SD-induced behavioral changes. In conclusion, our results suggested the possible comorbidity of OCD and REM SD-induced manic-like behavior in female rats or the potential role of REM SD in the etiology of OCD, although more studies are needed. In contrast, crocin can be a possible therapeutic choice for decreasing manic-like behaviors.


Assuntos
Carotenoides , Crocus , Privação do Sono , Animais , Feminino , Ratos , Privação do Sono/tratamento farmacológico , Privação do Sono/complicações , Carotenoides/farmacologia , Transtorno Obsessivo-Compulsivo/tratamento farmacológico , Ansiedade/tratamento farmacológico , Comportamento Animal/efeitos dos fármacos , Mania/tratamento farmacológico , Depressão/tratamento farmacológico , Ratos Wistar , Modelos Animais de Doenças , Transtorno Bipolar/tratamento farmacológico , Sono REM/efeitos dos fármacos , Relação Dose-Resposta a Droga
6.
J Affect Disord ; 357: 97-106, 2024 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-38657768

RESUMO

BACKGROUND: Bipolar disorder (BD) is a progressive condition. Investigating the neuroimaging mechanisms in depressed adolescents with subthreshold mania (SubMD) facilitates the early identification of BD. However, the global brain connectivity (GBC) patterns in SubMD patients, as well as the relationship with processing speed before the onset of full-blown BD, remain unclear. METHODS: The study involved 72 SubMD, 77 depressed adolescents without subthreshold mania (nSubMD), and 69 gender- and age-matched healthy adolescents (HCs). All patients underwent a clinical follow-up ranging from six to twelve months. We calculated the voxel-based graph theory analysis of the GBC map and conducted the TMT-A test to measure the processing speed. RESULTS: Compared to HCs and nSubMD, SubMD patients displayed distinctive GBC index patterns: GBC index decreased in the right Medial Superior Frontal Gyrus (SFGmed.R)/Superior Frontal Gyrus (SFG) while increased in the right Precuneus and left Postcentral Gyrus. Both patient groups showed increased GBC index in the right Inferior Temporal Gyrus. An increased GBC value in the right Supplementary Motor Area was exclusively observed in the nSubMD-group. There were opposite changes in the GBC index in SFGmed.R/SFG between two patient groups, with an AUC of 0.727. Additionally, GBC values in SFGmed.R/SFG exhibited a positive correlation with TMT-A scores in SubMD-group. LIMITATIONS: Relatively shorter follow-up duration, medications confounding, and modest sample size. CONCLUSION: These findings suggest that adolescents with subthreshold BD have specific impairments patterns at the whole brain connectivity level associated with processing speed impairments, providing insights into early identification and intervention strategies for BD.


Assuntos
Transtorno Bipolar , Imageamento por Ressonância Magnética , Mania , Humanos , Adolescente , Feminino , Masculino , Transtorno Bipolar/fisiopatologia , Transtorno Bipolar/diagnóstico por imagem , Mania/fisiopatologia , Encéfalo/fisiopatologia , Encéfalo/diagnóstico por imagem , Estudos de Coortes , Depressão/fisiopatologia , Depressão/diagnóstico por imagem , Estudos de Casos e Controles , Velocidade de Processamento
9.
Actas Esp Psiquiatr ; 52(1): 57-59, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38454894

RESUMO

Antibiomanic episodes, or as the DSM-5 refers to them, drug-induced manic episodes, pose a clinical challenge that is still poorly understood. There is insufficient information on the most common clinical presentation, patient profile, or underlying aetiopathogenic mechanisms. We present the clinical case of a 67-year-old woman who, after starting treatment (clarithromycin and amoxicillin) for the eradication of Helicobacter pylori, bacteria presented with a brief manic episode, which resolved after withdrawal of both drugs and with antipsychotic treatment. The possible interaction of both drugs, as GABA antagonists, in the generation of such episodes is discussed, and the clinical importance of such episodes in psychiatric emergency departments and liaison and interconsultation psychiatry, is highlighted.


Assuntos
Infecções por Helicobacter , Helicobacter pylori , Idoso , Feminino , Humanos , Amoxicilina/efeitos adversos , Antibacterianos/efeitos adversos , Claritromicina/efeitos adversos , Quimioterapia Combinada , Infecções por Helicobacter/tratamento farmacológico , Infecções por Helicobacter/microbiologia , Mania/tratamento farmacológico , Resultado do Tratamento
10.
J Affect Disord ; 355: 528-539, 2024 Jun 15.
Artigo em Inglês | MEDLINE | ID: mdl-38518857

RESUMO

BACKGROUND: Quetiapine monotherapy is recommended as the first-line option for acute mania and acute bipolar depression. However, the mechanism of action of quetiapine is unclear. Network pharmacology and molecular docking were employed to determine the molecular mechanisms of quetiapine bidirectional regulation of bipolar depression and mania. METHODS: Putative target genes for quetiapine were collected from the GeneCard, SwissTargetPrediction, and DrugBank databases. Targets for bipolar depression and bipolar mania were identified from the DisGeNET and GeneCards databases. A protein-protein interaction (PPI) network was generated using the String database and imported into Cytoscape. DAVID and the Bioinformatics platform were employed to perform the Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses of the top 15 core targets. The drug-pathway-target-disease network was constructed using Cytoscape. Finally, molecular docking was performed to evaluate the interactions between quetiapine and potential targets. RESULTS: Targets for quetiapine actions against bipolar depression (126 targets) and bipolar mania (81 targets) were identified. Based on PPI and KEGG pathway analyses, quetiapine may affect bipolar depression by targeting the MAPK and PI3K/AKT insulin signaling pathways via BDNF, INS, EGFR, IGF1, and NGF, and it may affect bipolar mania by targeting the neuroactive ligand-receptor interaction signaling pathway via HTR1A, HTR1B, HTR2A, DRD2, and GRIN2B. Molecular docking revealed good binding affinity between quetiapine and potential targets. LIMITATIONS: Pharmacological experiments should be conducted to verify and further explore these results. CONCLUSIONS: Our findings suggest that quetiapine affects bipolar depression and bipolar mania through distinct biological core targets, and thus through different mechanisms. Furthermore, our results provide a theoretical basis for the clinical use of quetiapine and possible directions for new drug development.


Assuntos
Transtorno Bipolar , Medicamentos de Ervas Chinesas , Humanos , Transtorno Bipolar/tratamento farmacológico , Mania , Fumarato de Quetiapina/farmacologia , Fumarato de Quetiapina/uso terapêutico , Simulação de Acoplamento Molecular , Farmacologia em Rede , Fosfatidilinositol 3-Quinases , Biologia Computacional
11.
Psychiatry Res ; 335: 115842, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38479193

RESUMO

Bipolar disorder (BD) is a major mental disorder that significantly impairs behavior and social functioning. This study assessed the network structure of prodromal symptoms in patients with BD prior to their index mood episode. Semi-structured interviews were conducted with the Bipolar Prodrome Symptom Scale-Retrospective (BPSS-R) to examine patients' prodromal symptoms. Network analysis was conducted to elucidate inter-relations between prodromal symptoms. A total of 120 eligible patients participated in this study. Network analysis indicated that the observed model was stable. The edge Mania3-Depression9 ('Racing thoughts' - 'Thinking about suicide', edge weight = 14.919) showed the strongest positive connection in the model, followed by the edge Mania1-depression1 ('Extremely energetic/active' - 'Depressed mood', edge weight = 14.643). The only negative correlation in the model was for Mania7-depression2 ('Overly self-confident' - 'Tiredness or lack of energy', edge weight = -1.068). Nodes Mania3 ('Racing thoughts'), Depression9 ('Thinking about suicide'), Mania1 ('Extremely energetic/active'), and Depression1 ('Depressed mood') were the most central symptoms. Both depressive and manic or hypomanic symptoms appeared in the prodromal phase. Symptoms reflecting 'Racing thoughts', 'Thinking about suicide', 'Extremely energetic/active', and 'Depressed mood' should be thoroughly assessed and targeted as crucial prodromal symptoms in interventions to reduce the risk of BD episodes.


Assuntos
Transtorno Bipolar , Transtornos Psicóticos , Suicídio , Humanos , Transtorno Bipolar/diagnóstico , Sintomas Prodrômicos , Estudos Retrospectivos , Mania
12.
J Psychiatr Res ; 173: 286-295, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38555676

RESUMO

The Contrast Avoidance Model suggests that individuals sensitive to negative emotional shifts use prior increases in negative affect to prevent further escalation in response to adverse situations, while the heightened negative affect amplifies positive emotional contrasts when encountering unexpected positive events. Individuals with bipolar spectrum disorders (BSDs), characterized by shifts between (hypo)manic and depressive episodes, may undergo more salient emotional contrasts. Drawing from the Contrast Avoidance Model, the shifts from depression to (hypo)mania can be conceptualized as positive emotional contrasts, potentially heightening the perceived pleasure during (hypo)manic episodes. On the other hand, the shifts from (hypo)manic to depressive episodes can be viewed as negative emotional contrasts, contributing to the challenges associated with depressive states. Despite the intriguing potential of this interplay, the link between the Contrast Avoidance Model and BSDs has never been empirically tested. Our study addressed this gap by examining group differences in contrast avoidance traits between individuals with BSDs, unipolar depression, and healthy controls in a large cohort study (N = 536). Results indicated that individuals with BSDs exhibited significantly higher scores in the total, and Discomfort with Negative Emotional Shifts and Avoidance of Negative Emotional Contrasts/Enhancement of Positive Emotional Contrasts factors, as well as separate item scores on the Contrast Avoidance Questionnaire-General Emotion (CAQ-GE), compared to those with unipolar depression and healthy controls. Although marginal, the BD II subtype demonstrated a stronger inclination to avoid negative emotional contrasts compared to BD I. These findings suggest that contrast avoidance may be a psychological mechanism implicated in BSDs.


Assuntos
Transtorno Bipolar , Transtorno Depressivo , Humanos , Transtorno Bipolar/psicologia , Estudos de Coortes , Emoções , Mania
13.
BMC Psychiatry ; 24(1): 214, 2024 Mar 19.
Artigo em Inglês | MEDLINE | ID: mdl-38504212

RESUMO

BACKGROUND: The Racing and Crowded Thoughts Questionnaire (RCTQ-13) is the most widely used specific scale for the measurement of racing thoughts, but there is currently no Spanish version that allow the evaluation in Spanish-speaking patients. The objective of this study is to translate, adapt, and validate the RCTQ-13 in a Colombian population with affective disorders. METHODS: The questionnaire was translated and back-translated, and corrections were implemented following a pilot test to improve comprehensibility. We included patients with Bipolar I Disorder and with Major depressive disorder seen in three centers in the city of Medellín, Colombia. We evaluate structural validity with confirmatory factor analysis, internal consistency, and test-retest reliability. Construct validity was also assessed with the comparison between euthymic, maniac, and depressive episodes and the correlation with worry, rumination, and mania scales. Responsiveness was measured 1 month after the first evaluation. Based on item response theory (IRT), we also estimated item difficulty, discrimination, and fit using a generalized partial credit model. RESULTS: Two hundred fifty subjects were included. Confirmatory factor analysis revealed that the three-factor structure of the scale was appropriate. Internal consistency was adequate for the entire scale (Cronbach's alpha = 0.95, 95% CI: 0.94-0.96) and for each factor. Test-retest reliability was good (intraclass correlation coefficient = 0.82, 95%IC: 0.70-0.88). For construct validity, we observed differences between patients with different types of affective episodes, a moderate positive correlation with the Penn State Worry Scale (r = 0.55) and the Ruminative Response Scale (r = 0.42), and a low negative correlation with the Young Mania Rating Scale (r = - 0.10). Responsiveness was proved to be adequate. Under IRT, the response thresholds for the response options are organized for all items. The infit was adequate for all items and the outfit was acceptable. CONCLUSIONS: The Spanish version of the RCTQ-13 is a reliable, valid, and responsive scale and can be used for the clinical assessment of the construct of racing and crowded thoughts in patients with the spectrum of affective disorders in whom this experience can be expressed with different nuances. Further research is needed to expand the relationship with rumination and worry.


Assuntos
Transtorno Depressivo Maior , Humanos , Psicometria , Reprodutibilidade dos Testes , Mania , Inquéritos e Questionários
14.
Asian J Psychiatr ; 94: 103992, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38461611

RESUMO

There is a lack of randomized clinical trials and few studies regarding long-acting injectable antipsychotics (LAIs) in adolescents. Non-adherence, aggressiveness, comorbid substance use disorder and lack of insight may represent the main reasons for starting LAIs. Hereby we describe a 16-year-old male adolescent subject with bipolar type I disorder and comorbid cannabinoid use disorder, successfully treated with two-injection start regimen of LAI aripiprazole. Two-injection start regime of aripiprazole could represent an effective and safe therapeutic option for adolescents with early onset bipolar disorder.


Assuntos
Antipsicóticos , Transtorno Bipolar , Masculino , Adolescente , Humanos , Aripiprazol , Mania/tratamento farmacológico , Preparações de Ação Retardada/uso terapêutico , Antipsicóticos/uso terapêutico , Transtorno Bipolar/tratamento farmacológico
15.
Medicine (Baltimore) ; 103(13): e37578, 2024 Mar 29.
Artigo em Inglês | MEDLINE | ID: mdl-38552038

RESUMO

This study aims to investigate the relationship between different phases of bipolar disorder (depressive, manic, and euthymic) and myocardial deformation, assessed by echocardiography, compared to healthy controls. It seeks to elucidate whether these phases of bipolar disorder are associated with different myocardial strain patterns, thus contributing to the understanding of cardiovascular implications in bipolar disorder. A cross-sectional design was employed at Dursun Odabas Medical Centre, Psychiatry Clinic of Van Yüzüncü Yl University. The study enrolled 200 participants, divided into 4 groups: 50 in a depressive phase, 50 in a manic phase, 50 in an euthymic phase of bipolar disorder, and 50 healthy volunteers. Participants underwent detailed electrocardiographic and ECG evaluations, focusing on myocardial strain patterns and cardiac function. Statistical analyses, including ANOVA and chi-square tests, were used to compare the groups. Significant differences in global longitudinal strain (GLS) values were observed between the groups. The manic phase group exhibited the highest GLS (21.51), followed by the euthymic (20.75), depressive (20.25), and healthy control groups (19.0). The E/A ratio of the mitral valve also varied, with the manic group displaying the highest ratio (1.21). Other echocardiographic parameters such as left atria size and Ejection Fraction also differed significantly between the groups. The study concluded that the phases of bipolar disorder are associated with distinct myocardial strain patterns, as evidenced by the variation in GLS values. The findings underscore the importance of cardiac monitoring in bipolar disorder, suggesting potential cardiac risks, particularly during the manic phase. This study advocates integrated care approaches, combining psychiatric and cardiac evaluations for patients with bipolar disorder.


Assuntos
Transtorno Bipolar , Humanos , Transtorno Bipolar/complicações , Estudos Transversais , Mania , Ecocardiografia
16.
Artigo em Russo | MEDLINE | ID: mdl-38529873

RESUMO

A large number of people who have had COVID-19 have developed mental symptoms and mood disorders. Anxiety and depression prevail among affective pathology. Evidence is accumulating that the Sars-CoV-2 virus can induce mania or hypomania in people with no personal psychopathological history. Some clinical, anamnestic and paraclinical patterns of new-onset mania and hypomania have been found. In cases of severe manic symptoms, it is possible to quickly assume the occurrence of bipolar affective disorder. The predominance of depressive and anxiety syndromes in the long-term disease and the presence of vivid vegetative symptoms can mask brief and syndromally incomplete episodes of hypomania, which distorts the understanding of the disease as a bipolar disorder. This article presents such a clinical case of the occurrence of bipolar affective disorder in a patient who had COVID-19 with an asymptomatic course. Approaches to rational diagnosis and treatment are discussed.


Assuntos
Transtorno Bipolar , COVID-19 , Humanos , Transtorno Bipolar/tratamento farmacológico , Mania , Transtornos do Humor/epidemiologia , Transtornos de Ansiedade
17.
Int J Geriatr Psychiatry ; 39(3): e6057, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38511929

RESUMO

OBJECTIVES: The Global Aging & Geriatric Experiments in Bipolar Disorder Database (GAGE-BD) project pools archival datasets on older age bipolar disorder (OABD). An initial Wave 1 (W1; n = 1369) analysis found both manic and depressive symptoms reduced among older patients. To replicate this finding, we gathered an independent Wave 2 (W2; n = 1232, mean ± standard deviation age 47.2 ± 13.5, 65% women, 49% aged over 50) dataset. DESIGN/METHODS: Using mixed models with random effects for cohort, we examined associations between BD symptoms, somatic burden and age and the contribution of these to functioning in W2 and the combined W1 + W2 sample (n = 2601). RESULTS: Compared to W1, the W2 sample was younger (p < 0.001), less educated (p < 0.001), more symptomatic (p < 0.001), lower functioning (p < 0.001) and had fewer somatic conditions (p < 0.001). In the full W2, older individuals had reduced manic symptom severity, but age was not associated with depression severity. Age was not associated with functioning in W2. More severe BD symptoms (mania p ≤ 0.001, depression p ≤ 0.001) were associated with worse functioning. Older age was significantly associated with higher somatic burden in the W2 and the W1 + W2 samples, but this burden was not associated with poorer functioning. CONCLUSIONS: In a large, independent sample, older age was associated with less severe mania and more somatic burden (consistent with previous findings), but there was no association of depression with age (different from previous findings). Similar to previous findings, worse BD symptom severity was associated with worse functioning, emphasizing the need for symptom relief in OABD to promote better functioning.


Assuntos
Transtorno Bipolar , Sintomas Inexplicáveis , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Envelhecimento , Transtorno Bipolar/epidemiologia , Transtorno Bipolar/diagnóstico , Bases de Dados Factuais , Mania , Adulto
18.
Neuropsychopharmacology ; 49(7): 1162-1170, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38480910

RESUMO

Clinical assessments often fail to discriminate between unipolar and bipolar depression and identify individuals who will develop future (hypo)manic episodes. To address this challenge, we developed a brain-based graph-theoretical predictive model (GPM) to prospectively map symptoms of anhedonia, impulsivity, and (hypo)mania. Individuals seeking treatment for mood disorders (n = 80) underwent an fMRI scan, including (i) resting-state and (ii) a reinforcement-learning (RL) task. Symptoms were assessed at baseline as well as at 3- and 6-month follow-ups. A whole-brain functional connectome was computed for each fMRI task, and the GPM was applied for symptom prediction using cross-validation. Prediction performance was evaluated by comparing the GPM to a corresponding null model. In addition, the GPM was compared to the connectome-based predictive modeling (CPM). Cross-sectionally, the GPM predicted anhedonia from the global efficiency (a graph theory metric that quantifies information transfer across the connectome) during the RL task, and impulsivity from the centrality (a metric that captures the importance of a region) of the left anterior cingulate cortex during resting-state. At 6-month follow-up, the GPM predicted (hypo)manic symptoms from the local efficiency of the left nucleus accumbens during the RL task and anhedonia from the centrality of the left caudate during resting-state. Notably, the GPM outperformed the CPM, and GPM derived from individuals with unipolar disorders predicted anhedonia and impulsivity symptoms for individuals with bipolar disorders. Importantly, the generalizability of cross-sectional models was demonstrated in an external validation sample. Taken together, across DSM mood diagnoses, efficiency and centrality of the reward circuit predicted symptoms of anhedonia, impulsivity, and (hypo)mania, cross-sectionally and prospectively. The GPM is an innovative modeling approach that may ultimately inform clinical prediction at the individual level.


Assuntos
Anedonia , Encéfalo , Conectoma , Comportamento Impulsivo , Imageamento por Ressonância Magnética , Humanos , Anedonia/fisiologia , Comportamento Impulsivo/fisiologia , Feminino , Conectoma/métodos , Masculino , Adulto , Encéfalo/fisiopatologia , Encéfalo/diagnóstico por imagem , Adulto Jovem , Mania/fisiopatologia , Mania/diagnóstico por imagem , Transtorno Bipolar/fisiopatologia , Transtorno Bipolar/diagnóstico por imagem , Pessoa de Meia-Idade , Modelos Neurológicos , Estudos Transversais
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