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1.
Cerebellum ; 22(1): 26-36, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-35023065

RESUMO

Neuroimaging studies have demonstrated aberrant structure and function of the "cognitive-affective cerebellum" in major depressive disorder (MDD), although the specific role of the cerebello-cerebral circuitry in this population remains largely uninvestigated. The objective of this study was to delineate the role of cerebellar functional networks in depression. A total of 308 unmedicated participants completed resting-state functional magnetic resonance imaging scans, of which 247 (148 MDD; 99 healthy controls, HC) were suitable for this study. Seed-based resting-state functional connectivity (RsFc) analysis was performed using three cerebellar regions of interest (ROIs): ROI1 corresponded to default mode network (DMN)/inattentive processing; ROI2 corresponded to attentional networks, including frontoparietal, dorsal attention, and ventral attention; ROI3 corresponded to motor processing. These ROIs were delineated based on prior functional gradient analyses of the cerebellum. A general linear model was used to perform within-group and between-group comparisons. In comparison to HC, participants with MDD displayed increased RsFc within the cerebello-cerebral DMN (ROI1) and significantly elevated RsFc between the cerebellar ROI1 and bilateral angular gyrus at a voxel threshold (p < 0.001, two-tailed) and at a cluster level (p < 0.05, FDR-corrected). Group differences were non-significant for ROI2 and ROI3. These results contribute to the development of a systems neuroscience approach to the diagnosis and treatment of MDD. Specifically, our findings confirm previously reported associations between MDD, DMN, and cerebellum, and highlight the promising role of these functional and anatomical locations for the development of novel imaging-based biomarkers and targets for neuromodulation therapies. ClinicalTrials.gov TRN: NCT01655706; Date of Registration: August 2nd, 2012.


Assuntos
Transtorno Depressivo Maior , Humanos , Transtorno Depressivo Maior/diagnóstico por imagem , Transtorno Depressivo Maior/terapia , Imageamento por Ressonância Magnética/métodos , Cerebelo/diagnóstico por imagem , Mapeamento Encefálico , Neuroimagem , Vias Neurais/diagnóstico por imagem , Encéfalo/diagnóstico por imagem
2.
Cereb Cortex ; 32(6): 1223-1243, 2022 03 04.
Artigo em Inglês | MEDLINE | ID: mdl-34416758

RESUMO

Understanding the neural underpinnings of major depressive disorder (MDD) and its treatment could improve treatment outcomes. So far, findings are variable and large sample replications scarce. We aimed to replicate and extend altered functional connectivity associated with MDD and pharmacotherapy outcomes in a large, multisite sample. Resting-state fMRI data were collected from 129 patients and 99 controls through the Canadian Biomarker Integration Network in Depression. Symptoms were assessed with the Montgomery-Åsberg Depression Rating Scale (MADRS). Connectivity was measured as correlations between four seeds (anterior and posterior cingulate cortex, insula and dorsolateral prefrontal cortex) and all other brain voxels. Partial least squares was used to compare connectivity prior to treatment between patients and controls, and between patients reaching remission (MADRS ≤ 10) early (within 8 weeks), late (within 16 weeks), or not at all. We replicated previous findings of altered connectivity in patients. In addition, baseline connectivity of the anterior/posterior cingulate and insula seeds differentiated patients with different treatment outcomes. The stability of these differences was established in the largest single-site subsample. Our replication and extension of altered connectivity highlighted previously reported and new differences between patients and controls, and revealed features that might predict remission prior to pharmacotherapy. Trial registration:ClinicalTrials.gov: NCT01655706.


Assuntos
Transtorno Depressivo Maior , Encéfalo/diagnóstico por imagem , Canadá , Depressão , Transtorno Depressivo Maior/diagnóstico por imagem , Transtorno Depressivo Maior/tratamento farmacológico , Humanos , Imageamento por Ressonância Magnética
3.
Can J Psychiatry ; 66(9): 798-806, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-33353384

RESUMO

OBJECTIVES: Major depressive disorder (MDD) is associated with impairments in both cognition and functioning. However, whether cognitive deficits significantly contribute to impaired psychosocial and occupational functioning, independent of other depressive symptoms, is not well established. We examined the relationship between cognitive performance and functioning in depressed patients before and after antidepressant treatment using secondary data from the first Canadian Biomarker Integration Network in Depression-1 study. METHODS: Cognition was assessed at baseline in unmedicated, depressed participants with MDD (n = 207) using the Central Nervous System Vital Signs computerized battery, psychosocial functioning with the Sheehan Disability Scale (SDS), and occupational functioning with the Lam Employment Absence and Productivity Scale (LEAPS). Cognition (n = 181), SDS (n = 175), and LEAPS (n = 118) were reassessed after participants received 8 weeks of open-label escitalopram monotherapy. A series of linear regressions were conducted to determine (1) whether cognitive functioning was associated with psychosocial and occupational functioning prior to treatment, after adjusting for overall depressive symptom severity and (2) whether changes in cognitive functioning after an 8-week treatment phase were associated with changes in psychosocial and occupational functioning, after adjusting for changes in overall symptom severity. RESULTS: Baseline global cognitive functioning, after adjusting for depression symptom severity and demographic variables, was associated with the SDS work/study subscale (ß = -0.17; P = 0.03) and LEAPS productivity subscale (ß = -0.17; P = 0.05), but not SDS total (ß = 0.19; P = 0.12) or LEAPS total (ß = 0.41; P = 0.17) scores. Although LEAPS and SDS scores showed significant improvements after 8 weeks of treatment (P < 0.001), there were no significant associations between changes in cognitive domain scores and functional improvements. CONCLUSION: Cognition was associated with occupational functioning at baseline, but changes in cognition were not associated with psychosocial or occupational functional improvements following escitalopram treatment. We recommend the use of more comprehensive functional assessments to determine the impact of cognitive change on functional outcomes in future research.


Assuntos
Transtorno Depressivo Maior , Canadá , Citalopram , Cognição , Transtorno Depressivo Maior/tratamento farmacológico , Humanos , Núcleo Familiar
4.
Hum Brain Mapp ; 41(6): 1400-1415, 2020 04 15.
Artigo em Inglês | MEDLINE | ID: mdl-31794150

RESUMO

Task-based functional neuroimaging methods are increasingly being used to identify biomarkers of treatment response in psychiatric disorders. To facilitate meaningful interpretation of neural correlates of tasks and their potential changes with treatment over time, understanding the reliability of the blood-oxygen-level dependent (BOLD) signal of such tasks is essential. We assessed test-retest reliability of an emotional conflict task in healthy participants collected as part of the Canadian Biomarker Integration Network in Depression. Data for 36 participants, scanned at three time points (weeks 0, 2, and 8) were analyzed, and intra-class correlation coefficients (ICC) were used to quantify reliability. We observed moderate reliability (median ICC values between 0.5 and 0.6), within occipital, parietal, and temporal regions, specifically for conditions of lower cognitive complexity, that is, face, congruent or incongruent trials. For these conditions, activation was also observed within frontal and sub-cortical regions, however, their reliability was poor (median ICC < 0.2). Clinically relevant prognostic markers based on task-based fMRI require high predictive accuracy at an individual level. For this to be achieved, reliability of BOLD responses needs to be high. We have shown that reliability of the BOLD response to an emotional conflict task in healthy individuals is moderate. Implications of these findings to further inform studies of treatment effects and biomarker discovery are discussed.


Assuntos
Conflito Psicológico , Emoções/fisiologia , Imageamento por Ressonância Magnética/métodos , Adolescente , Adulto , Biomarcadores , Mapeamento Encefálico , Córtex Cerebral/diagnóstico por imagem , Córtex Cerebral/fisiologia , Depressão/diagnóstico por imagem , Feminino , Voluntários Saudáveis , Humanos , Processamento de Imagem Assistida por Computador , Masculino , Pessoa de Meia-Idade , Oxigênio/sangue , Valor Preditivo dos Testes , Desempenho Psicomotor/fisiologia , Tempo de Reação , Reprodutibilidade dos Testes , Teste de Stroop , Adulto Jovem
5.
Int J Neuropsychopharmacol ; 23(2): 88-95, 2020 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-31819986

RESUMO

INTRODUCTION: Antidepressant drugs are effective therapies for major depressive disorder; however, they are frequently associated with side effects. Although there is some evidence for a relationship between genetic variation and side effects, little is known regarding the role of dynamic molecular factors as moderators of side effects. The aim of this study was to assess microRNA (miRNA) changes associated with side effects during escitalopram treatment and their downstream effects on target gene expression. METHODS: A total 160 patients with major depressive disorder from the CAN-BIND-1 cohort were included. Side effects were assessed with the Toronto Side Effect Scale after 2 weeks of treatment with escitalopram. We assessed the relationship between side effects and changes in peripheral expression of miRNAs between baseline and week 2. For miRNA whose expression changed, we used target prediction algorithms to identify putative messenger RNA (mRNA) targets and assessed their expression. RESULTS: Nausea was experienced by 42.5% of patients. We identified 45 miRNAs whose expression changed on initiation of escitalopram treatment, of which 10 displayed a negative association with intensity of nausea (miR15b-5p, miR17-5p, miR20a-5p, miR20b-5p, miR103a-3p, miR103b, miR106a-5p, miR182-5p, miR185-5p, and miR660-5p). Additionally, we found negative associations between 4 microRNAs (miR20a-5p, miR106a-5p, miR185-5p, miR660-5p) and mRNA targets. The expression of the miR185-5p target, CAMK2δ was significantly decreased [log 2 mean = -0.048 (0.233)] between weeks 0 and 2 (P = .01)]. CONCLUSIONS: We identified an overexpression of miR185-5p during escitalopram treatment of major depressive disorder, which was negatively associated with intensity of nausea, and identified a potential mRNA target that may mediate this effect.


Assuntos
Citalopram/efeitos adversos , Transtorno Depressivo Maior/tratamento farmacológico , Expressão Gênica/efeitos dos fármacos , MicroRNAs/efeitos dos fármacos , Náusea/induzido quimicamente , Inibidores Seletivos de Recaptação de Serotonina/efeitos adversos , Adolescente , Adulto , Estudos de Coortes , Transtorno Depressivo Maior/sangue , Feminino , Humanos , Masculino , MicroRNAs/sangue , Pessoa de Meia-Idade , Adulto Jovem
6.
Psychol Med ; 50(15): 2536-2547, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-31583989

RESUMO

BACKGROUND: Patients with major depressive disorder (MDD) display cognitive deficits in acutely depressed and remitted states. Childhood maltreatment is associated with cognitive dysfunction in adults, but its impact on cognition and treatment related cognitive outcomes in adult MDD has received little consideration. We investigate whether, compared to patients without maltreatment and healthy participants, adult MDD patients with childhood maltreatment display greater cognitive deficits in acute depression, lower treatment-associated cognitive improvements, and lower cognitive performance in remission. METHODS: Healthy and acutely depressed MDD participants were enrolled in a multi-center MDD predictive marker discovery trial. MDD participants received 16 weeks of standardized antidepressant treatment. Maltreatment and cognition were assessed with the Childhood Experience of Care and Abuse interview and the CNS Vital Signs battery, respectively. Cognitive scores and change from baseline to week 16 were compared amongst MDD participants with (DM+, n = 93) and without maltreatment (DM-, n = 90), and healthy participants with (HM+, n = 22) and without maltreatment (HM-, n = 80). Separate analyses in MDD participants who remitted were conducted. RESULTS: DM+ had lower baseline global cognition, processing speed, and memory v. HM-, with no significant baseline differences amongst DM-, HM+, and HM- groups. There were no significant between-group differences in cognitive change over 16 weeks. Post-treatment remitted DM+, but not remitted DM-, scored significantly lower than HM- in working memory and processing speed. CONCLUSIONS: Childhood maltreatment was associated with cognitive deficits in depressed and remitted adults with MDD. Maltreatment may be a risk factor for more severe and persistent cognitive deficits in adult MDD.


Assuntos
Experiências Adversas da Infância/psicologia , Disfunção Cognitiva/etiologia , Disfunção Cognitiva/psicologia , Transtorno Depressivo Maior/fisiopatologia , Transtorno Depressivo Maior/psicologia , Adulto , Canadá , Cognição , Transtorno Depressivo Maior/complicações , Função Executiva , Feminino , Humanos , Masculino , Memória de Curto Prazo , Pessoa de Meia-Idade , Testes Neuropsicológicos , Fatores de Risco , Adulto Jovem
7.
Psychiatry Clin Neurosci ; 74(5): 294-302, 2020 May.
Artigo em Inglês | MEDLINE | ID: mdl-32003517

RESUMO

AIM: Alterations in limbic structures may be present before the onset of serious mental illness, but whether subfield-specific limbic brain changes parallel stages in clinical risk is unknown. To address this gap, we compared the hippocampus, amygdala, and thalamus subfield-specific volumes in adolescents at various stages of risk for mental illness. METHODS: MRI scans were obtained from 182 participants (aged 12-25 years) from the Canadian Psychiatric Risk and Outcome study. The sample comprised of four groups: asymptomatic youth at risk due to family history of mental illness (Stage 0, n = 32); youth with early symptoms of distress (Stage 1a, n = 41); youth with subthreshold psychotic symptoms (Stage 1b, n = 72); and healthy comparison participants with no family history of serious mental illness (n = 37). Analyses included between-group comparisons of brain measurements and correlational analyses that aimed to identify significant associations between neuroimaging and clinical measurements. A machine-learning technique examined the discriminative properties of the clinical staging model. RESULTS: Subfield-specific limbic volume deficits were detected at every stage of risk for mental illness. A machine-learning classifier identified volume deficits within the body of the hippocampus, left amygdala nuclei, and medial-lateral nuclei of the thalamus that were most informative in differentiating between risk stages. CONCLUSION: Aberrant subfield-specific changes within the limbic system may serve as biological evidence to support transdiagnostic clinical staging in mental illness. Differential patterns of volume deficits characterize those at risk for mental illness and may be indicative of a risk-stage progression.


Assuntos
Tonsila do Cerebelo/patologia , Hipocampo/patologia , Transtornos Mentais/diagnóstico , Neuroimagem/métodos , Núcleos Talâmicos/patologia , Adolescente , Adulto , Tonsila do Cerebelo/diagnóstico por imagem , Criança , Feminino , Predisposição Genética para Doença , Hipocampo/diagnóstico por imagem , Humanos , Aprendizado de Máquina , Imageamento por Ressonância Magnética , Masculino , Transtornos Mentais/diagnóstico por imagem , Transtornos Mentais/patologia , Transtornos Mentais/fisiopatologia , Angústia Psicológica , Transtornos Psicóticos/diagnóstico , Transtornos Psicóticos/patologia , Risco , Índice de Gravidade de Doença , Núcleos Talâmicos/diagnóstico por imagem , Adulto Jovem
8.
Neuroimage ; 197: 589-597, 2019 08 15.
Artigo em Inglês | MEDLINE | ID: mdl-31075395

RESUMO

Subtle changes in hippocampal volumes may occur during both physiological and pathophysiological processes in the human brain. Assessing hippocampal volumes manually is a time-consuming procedure, however, creating a need for automated segmentation methods that are both fast and reliable over time. Segmentation algorithms that employ deep convolutional neural networks (CNN) have emerged as a promising solution for large longitudinal neuroimaging studies. However, for these novel algorithms to be useful in clinical studies, the accuracy and reproducibility should be established on independent datasets. Here, we evaluate the performance of a CNN-based hippocampal segmentation algorithm that was developed by Thyreau and colleagues - Hippodeep. We compared its segmentation outputs to manual segmentation and FreeSurfer 6.0 in a sample of 200 healthy participants scanned repeatedly at seven sites across Canada, as part of the Canadian Biomarker Integration Network in Depression consortium. The algorithm demonstrated high levels of stability and reproducibility of volumetric measures across all time points compared to the other two techniques. Although more rigorous testing in clinical populations is necessary, this approach holds promise as a viable option for tracking volumetric changes in longitudinal neuroimaging studies.


Assuntos
Algoritmos , Aprendizado Profundo , Hipocampo/anatomia & histologia , Processamento de Imagem Assistida por Computador/métodos , Neuroimagem/métodos , Adolescente , Adulto , Criança , Feminino , Voluntários Saudáveis , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Adulto Jovem
9.
Psychol Med ; 49(10): 1629-1638, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-30220263

RESUMO

BACKGROUND: In an effort to optimize patient outcomes, considerable attention is being devoted to identifying patient characteristics associated with major depressive disorder (MDD) and its responsiveness to treatment. In the current study, we extend this work by evaluating whether early change in these sensitivities is associated with response to antidepressant treatment for MDD. METHODS: Participants included 210 patients with MDD who were treated with 8 weeks of escitalopram and 112 healthy comparison participants. Of the original 210 patients, 90 non-responders received adjunctive aripiprazole for an additional 8 weeks. Symptoms of depression and anhedonia were assessed at the beginning of treatment and 8 weeks later in both samples. Reward and punishment sensitivity were assessed using the BIS/BAS scales measured at the initiation of treatment and 2 weeks later. RESULTS: Individuals with MDD exhibited higher punishment sensitivity and lower reward sensitivity compared with healthy comparison participants. Change in reward sensitivity during the first 2 weeks of treatment was associated with improved depressive symptoms and anhedonia following 8 weeks of treatment with escitalopram. Similarly, improvement in reward responsiveness during the first 2 weeks of adjunctive therapy with aripiprazole was associated with fewer symptoms of depression at post-treatment. CONCLUSIONS: Findings highlight the predictive utility of early change in reward sensitivity during antidepressant treatment for major depression. In a clinical setting, a lack of change in early reward processing may signal a need to modify a patient's treatment plan with alternative or augmented treatment approaches.


Assuntos
Anedonia/efeitos dos fármacos , Antidepressivos/farmacologia , Aripiprazol/farmacologia , Citalopram/farmacologia , Transtorno Depressivo Maior/tratamento farmacológico , Transtorno Depressivo Maior/fisiopatologia , Avaliação de Resultados em Cuidados de Saúde , Punição , Recompensa , Adolescente , Adulto , Antidepressivos/administração & dosagem , Aripiprazol/administração & dosagem , Citalopram/administração & dosagem , Quimioterapia Combinada , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Adulto Jovem
10.
J Psychiatry Neurosci ; 44(4): 223-236, 2019 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-30840428

RESUMO

Studies of clinical populations that combine MRI data generated at multiple sites are increasingly common. The Canadian Biomarker Integration Network in Depression (CAN-BIND; www.canbind.ca) is a national depression research program that includes multimodal neuroimaging collected at several sites across Canada. The purpose of the current paper is to provide detailed information on the imaging protocols used in a number of CAN-BIND studies. The CAN-BIND program implemented a series of platform-specific MRI protocols, including a suite of prescribed structural and functional MRI sequences supported by real-time monitoring for adherence and quality control. The imaging data are retained in an established informatics and databasing platform. Approximately 1300 participants are being recruited, including almost 1000 with depression. These include participants treated with antidepressant medications, transcranial magnetic stimulation, cognitive behavioural therapy and cognitive remediation therapy. Our ability to analyze the large number of imaging variables available may be limited by the sample size of the substudies. The CAN-BIND program includes a multimodal imaging database supported by extensive clinical, demographic, neuropsychological and biological data from people with major depression. It is a resource for Canadian investigators who are interested in understanding whether aspects of neuroimaging ­ alone or in combination with other variables ­ can predict the outcomes of various treatment modalities.


Assuntos
Protocolos Clínicos , Bases de Dados Factuais , Conjuntos de Dados como Assunto , Transtorno Depressivo/diagnóstico por imagem , Neuroimagem , Canadá , Transtorno Depressivo/terapia , Humanos
11.
Int J Neuropsychopharmacol ; 21(2): 128-144, 2018 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-29024974

RESUMO

Major depressive disorder is an often chronic and recurring illness. Left untreated, major depressive disorder may result in progressive alterations in brain morphometry and circuit function. Recent findings, however, suggest that pharmacotherapy may halt and possibly reverse those effects. These findings, together with evidence that a delay in treatment is associated with poorer clinical outcomes, underscore the urgency of rapidly treating depression to full recovery. Early optimized treatment, using measurement-based care and customizing treatment to the individual patient, may afford the best possible outcomes for each patient. The aim of this article is to present recommendations for using a patient-centered approach to rapidly provide optimal pharmacological treatment to patients with major depressive disorder. Offering major depressive disorder treatment determined by individual patient characteristics (e.g., predominant symptoms, medical history, comorbidities), patient preferences and expectations, and, critically, their own definition of wellness provides the best opportunity for full functional recovery.


Assuntos
Antidepressivos/uso terapêutico , Transtorno Depressivo Maior/diagnóstico , Transtorno Depressivo Maior/tratamento farmacológico , Intervenção Médica Precoce , Preferência do Paciente , Assistência Centrada no Paciente , Intervenção Médica Precoce/normas , Humanos , Assistência Centrada no Paciente/normas
12.
Psychiatry Clin Neurosci ; 71(1): 18-27, 2017 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-27685435

RESUMO

Cognitive dysfunction is a recognized feature of mood disorders, including major depressive disorder (MDD) and bipolar disorder (BD). Cognitive impairment is associated with poor overall functional outcome and is therefore an important feature of illness to optimize for patients' occupational and academic outcomes. While generally people with BD appear to have a greater degree of cognitive impairment than those with MDD, direct comparisons of both patient groups within a single study are lacking. There are a number of methods for the assessment of cognitive function, but few are currently used in clinical practice. Current symptoms, past course of illness, clinical features, such as the presence of psychosis and comorbid conditions, may all influence cognitive function in mood disorders. Despite the general lack of assessment of cognitive function in clinical practice, clinicians are increasingly targeting cognitive symptoms as part of comprehensive treatment strategies. Novel pharmacological agents may improve cognitive function, but most studies of standard mood stabilizers, such as lithium and the anticonvulsants, have focused on whether or not the medications impair cognition. Non-pharmacological strategies, such as cognitive remediation and exercise, are increasingly studied in patients with mood disorders. Despite the growing interest in strategies to manage cognitive function, there is a paucity of high-quality trials examining either pharmacological or non-pharmacological modes of intervention.


Assuntos
Transtorno Bipolar/complicações , Disfunção Cognitiva , Transtorno Depressivo Maior/complicações , Disfunção Cognitiva/diagnóstico , Disfunção Cognitiva/etiologia , Disfunção Cognitiva/terapia , Humanos
13.
BMC Psychiatry ; 16: 38, 2016 Feb 24.
Artigo em Inglês | MEDLINE | ID: mdl-26911621

RESUMO

BACKGROUND: Major depressive disorder (MDD) is a multifaceted illness involving cognitive, emotional, and structural brain changes; illness onset typically occurs in adolescence or young adulthood. Cortical thickness modulations may underlie, or accompany, functional brain activity changes in the prefrontal cortex (PFC) during emotional processing that tend to be observed in MDD. METHODS: Thirteen unmedicated young adults with mild to moderate MDD, aged 18-24, completed a facial expression Go/No Go task and underwent a magnetic resonance imaging (MRI) scan to assess cortical thickness. Cortical thickness and performance on the Go/No Go task was also assessed in age-matched healthy comparison subjects (HCs; N = 14). RESULTS: Participants with depression had thicker left pars opercularis cortices than HCs. They also exhibited impaired response inhibition to neutral faces when responding only to sad faces, and a faster response time overall. CONCLUSIONS: Though our sample size is limited, this pilot study nevertheless provides evidence for cortical thickening in left frontal brain regions in a non-severely depressed, young adult group compared to healthy controls. There was also evidence of disturbances in emotion processing in this group.


Assuntos
Córtex Cerebral/patologia , Transtorno Depressivo Maior/fisiopatologia , Expressão Facial , Córtex Pré-Frontal/patologia , Encéfalo/patologia , Mapeamento Encefálico/métodos , Emoções/fisiologia , Feminino , Lobo Frontal/patologia , Humanos , Imageamento por Ressonância Magnética , Masculino , Projetos Piloto , Adulto Jovem
14.
BMC Psychiatry ; 16: 105, 2016 Apr 16.
Artigo em Inglês | MEDLINE | ID: mdl-27084692

RESUMO

BACKGROUND: Major Depressive Disorder (MDD) is among the most prevalent and disabling medical conditions worldwide. Identification of clinical and biological markers ("biomarkers") of treatment response could personalize clinical decisions and lead to better outcomes. This paper describes the aims, design, and methods of a discovery study of biomarkers in antidepressant treatment response, conducted by the Canadian Biomarker Integration Network in Depression (CAN-BIND). The CAN-BIND research program investigates and identifies biomarkers that help to predict outcomes in patients with MDD treated with antidepressant medication. The primary objective of this initial study (known as CAN-BIND-1) is to identify individual and integrated neuroimaging, electrophysiological, molecular, and clinical predictors of response to sequential antidepressant monotherapy and adjunctive therapy in MDD. METHODS: CAN-BIND-1 is a multisite initiative involving 6 academic health centres working collaboratively with other universities and research centres. In the 16-week protocol, patients with MDD are treated with a first-line antidepressant (escitalopram 10-20 mg/d) that, if clinically warranted after eight weeks, is augmented with an evidence-based, add-on medication (aripiprazole 2-10 mg/d). Comprehensive datasets are obtained using clinical rating scales; behavioural, dimensional, and functioning/quality of life measures; neurocognitive testing; genomic, genetic, and proteomic profiling from blood samples; combined structural and functional magnetic resonance imaging; and electroencephalography. De-identified data from all sites are aggregated within a secure neuroinformatics platform for data integration, management, storage, and analyses. Statistical analyses will include multivariate and machine-learning techniques to identify predictors, moderators, and mediators of treatment response. DISCUSSION: From June 2013 to February 2015, a cohort of 134 participants (85 outpatients with MDD and 49 healthy participants) has been evaluated at baseline. The clinical characteristics of this cohort are similar to other studies of MDD. Recruitment at all sites is ongoing to a target sample of 290 participants. CAN-BIND will identify biomarkers of treatment response in MDD through extensive clinical, molecular, and imaging assessments, in order to improve treatment practice and clinical outcomes. It will also create an innovative, robust platform and database for future research. TRIAL REGISTRATION: ClinicalTrials.gov identifier NCT01655706 . Registered July 27, 2012.


Assuntos
Antidepressivos/uso terapêutico , Transtorno Depressivo Maior/sangue , Transtorno Depressivo Maior/tratamento farmacológico , Adulto , Biomarcadores/sangue , Canadá , Citalopram/uso terapêutico , Eletroencefalografia , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Proteômica , Qualidade de Vida , Resultado do Tratamento
15.
Can J Psychiatry ; 61(12): 766-775, 2016 12.
Artigo em Inglês | MEDLINE | ID: mdl-27310230

RESUMO

OBJECTIVE: Although the high prevalence of mental health issues among postsecondary students is well documented, comparatively little is known about the adequacy, accessibility, and adherence to best practices of mental health services (MHSs)/initiatives on postsecondary campuses. We evaluated existing mental health promotion, identification, and intervention initiatives at postsecondary institutions across Canada, expanding on our previous work in one Canadian province. METHODS: A 54-question online survey was sent to potential respondents (mainly front-line workers dealing directly with students [e.g., psychologists/counsellors, medical professionals]) at Canada's publicly funded postsecondary institutions. Data were analyzed overall and according to institutional size (small [<2000 students], medium [2000-10 000 students], large [>10 000 students]). RESULTS: In total, 168 out of 180 institutions were represented, and the response rate was high (96%; 274 respondents). Most institutions have some form of mental health promotion and outreach programs, although most respondents felt that these were not a good use of resources. Various social supports exist at most institutions, with large ones offering the greatest variety. Most institutions do not require incoming students to disclose mental health issues. While counselling services are typically available, staff do not reliably have a diverse complement (e.g., gender or race diversity). Counselling sessions are generally limited, and follow-up procedures are uncommon. Complete diagnostic assessments and the use of standardized diagnostic systems are rare. CONCLUSIONS: While integral MHSs are offered at most Canadian postsecondary institutions, the range and depth of available services are variable. These data can guide policy makers and stakeholders in developing comprehensive campus mental health strategies.


Assuntos
Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , Serviços de Saúde Mental/estatística & dados numéricos , Serviços de Saúde para Estudantes/estatística & dados numéricos , Adolescente , Adulto , Canadá , Feminino , Pesquisas sobre Atenção à Saúde/estatística & dados numéricos , Humanos , Masculino , Adulto Jovem
16.
Can J Psychiatry ; 61(9): 588-603, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27486149

RESUMO

BACKGROUND: The Canadian Network for Mood and Anxiety Treatments (CANMAT) conducted a revision of the 2009 guidelines by updating the evidence and recommendations. The scope of the 2016 guidelines remains the management of major depressive disorder (MDD) in adults, with a target audience of psychiatrists and other mental health professionals. METHODS: Using the question-answer format, we conducted a systematic literature search focusing on systematic reviews and meta-analyses. Evidence was graded using CANMAT-defined criteria for level of evidence. Recommendations for lines of treatment were based on the quality of evidence and clinical expert consensus. This section on "Special Populations" is the sixth of six guidelines articles. RESULTS: Recent studies inform the treatment of MDD in children and adolescents, pregnant and breastfeeding women, women in perimenopause or menopause, and the elderly. Evidence for efficacy of treatments in these populations is more limited than for the general adult population, however, and risks of treatment in these groups are often poorly studied and reported. CONCLUSIONS: Despite the limited evidence base, extant data and clinical experience suggest that each of these special populations can benefit from the systematic application of treatment guidelines for treatment of MDD.


Assuntos
Psiquiatria do Adolescente/normas , Psiquiatria Infantil/normas , Transtorno Depressivo Maior/tratamento farmacológico , Medicina Baseada em Evidências/normas , Psiquiatria Geriátrica/normas , Perimenopausa , Guias de Prática Clínica como Assunto/normas , Complicações na Gravidez/terapia , Psiquiatria do Adolescente/métodos , Adulto , Idoso , Canadá , Criança , Psiquiatria Infantil/métodos , Medicina Baseada em Evidências/métodos , Feminino , Psiquiatria Geriátrica/métodos , Humanos , Gravidez
17.
Can J Psychiatry ; 61(9): 510-23, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27486151

RESUMO

BACKGROUND: The Canadian Network for Mood and Anxiety Treatments (CANMAT) conducted a revision of the 2009 guidelines by updating the evidence and recommendations. The scope of the 2016 guidelines remains the management of major depressive disorder (MDD) in adults, with a target audience of psychiatrists and other mental health professionals. METHODS: Using the question-answer format, we conducted a systematic literature search focusing on systematic reviews and meta-analyses. Evidence was graded using CANMAT-defined criteria for level of evidence. Recommendations for lines of treatment were based on the quality of evidence and clinical expert consensus. This section is the first of six guidelines articles. RESULTS: In Canada, the annual and lifetime prevalence of MDD was 4.7% and 11.3%, respectively. MDD represents the second leading cause of global disability, with high occupational and economic impact mainly attributable to indirect costs. DSM-5 criteria for depressive disorders remain relatively unchanged, but other clinical dimensions (sleep, cognition, physical symptoms) may have implications for depression management. e-Mental health is increasingly used to support clinical and self-management of MDD. In the 2-phase (acute and maintenance) treatment model, specific goals address symptom remission, functional recovery, improved quality of life, and prevention of recurrence. CONCLUSIONS: The burden attributed to MDD remains high, whether from individual distress, functional and relationship impairment, reduced quality of life, or societal economic cost. Applying core principles of care, including comprehensive assessment, therapeutic alliance, support of self-management, evidence-informed treatment, and measurement-based care, will optimize clinical, quality of life, and functional outcomes in MDD.


Assuntos
Transtorno Depressivo Maior , Medicina Baseada em Evidências/normas , Guias de Prática Clínica como Assunto/normas , Sociedades Médicas/normas , Canadá , Transtorno Depressivo Maior/classificação , Transtorno Depressivo Maior/diagnóstico , Transtorno Depressivo Maior/epidemiologia , Transtorno Depressivo Maior/terapia , Humanos
18.
Can J Psychiatry ; 61(9): 576-87, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27486153

RESUMO

BACKGROUND: The Canadian Network for Mood and Anxiety Treatments (CANMAT) conducted a revision of the 2009 guidelines by updating the evidence and recommendations. The scope of the 2016 guidelines remains the management of major depressive disorder (MDD) in adults, with a target audience of psychiatrists and other mental health professionals. METHODS: Using the question-answer format, we conducted a systematic literature search focusing on systematic reviews and meta-analyses. Evidence was graded using CANMAT-defined criteria for level of evidence. Recommendations for lines of treatment were based on the quality of evidence and clinical expert consensus. "Complementary and Alternative Medicine Treatments" is the fifth of six sections of the 2016 guidelines. RESULTS: Evidence-informed responses were developed for 12 questions for 2 broad categories of complementary and alternative medicine (CAM) interventions: 1) physical and meditative treatments (light therapy, sleep deprivation, exercise, yoga, and acupuncture) and 2) natural health products (St. John's wort, omega-3 fatty acids; S-adenosyl-L-methionine [SAM-e], dehydroepiandrosterone, folate, Crocus sativus, and others). Recommendations were based on available data on efficacy, tolerability, and safety. CONCLUSIONS: For MDD of mild to moderate severity, exercise, light therapy, St. John's wort, omega-3 fatty acids, SAM-e, and yoga are recommended as first- or second-line treatments. Adjunctive exercise and adjunctive St. John's wort are second-line recommendations for moderate to severe MDD. Other physical treatments and natural health products have less evidence but may be considered as third-line treatments. CAM treatments are generally well tolerated. Caveats include methodological limitations of studies and paucity of data on long-term outcomes and drug interactions.


Assuntos
Terapia por Acupuntura/normas , Produtos Biológicos/uso terapêutico , Transtorno Depressivo Maior/terapia , Medicina Baseada em Evidências/normas , Terapia por Exercício/normas , Fototerapia/normas , Guias de Prática Clínica como Assunto/normas , Privação do Sono , Terapia por Acupuntura/métodos , Canadá , Terapia por Exercício/métodos , Humanos , Fototerapia/métodos
19.
Can J Psychiatry ; 61(9): 524-39, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27486150

RESUMO

BACKGROUND: The Canadian Network for Mood and Anxiety Treatments (CANMAT) has revised its 2009 guidelines for the management of major depressive disorder (MDD) in adults by updating the evidence and recommendations. The target audiences for these 2016 guidelines are psychiatrists and other mental health professionals. METHODS: Using the question-answer format, we conducted a systematic literature search focusing on systematic reviews and meta-analyses. Evidence was graded using CANMAT-defined criteria for level of evidence. Recommendations for lines of treatment were based on the quality of evidence and clinical expert consensus. "Psychological Treatments" is the second of six sections of the 2016 guidelines. RESULTS: Evidence-informed responses were developed for 25 questions under 5 broad categories: 1) patient characteristics relevant to using psychological interventions; 2) therapist and health system characteristics associated with optimizing outcomes; 3) descriptions of major psychotherapies and their efficacy; 4) additional psychological interventions, such as peer interventions and computer- and technology-delivered interventions; and 5) combining and/or sequencing psychological and pharmacological interventions. CONCLUSIONS: First-line psychological treatment recommendations for acute MDD include cognitive-behavioural therapy (CBT), interpersonal therapy (IPT), and behavioural activation (BA). Second-line recommendations include computer-based and telephone-delivered psychotherapy. Where feasible, combining psychological treatment (CBT or IPT) with antidepressant treatment is recommended because combined treatment is superior to either treatment alone. First-line psychological treatments for maintenance include CBT and mindfulness-based cognitive therapy (MBCT). Patient preference, in combination with evidence-based treatments and clinician/system capacity, will yield the optimal treatment strategies for improving individual outcomes in MDD.


Assuntos
Transtorno Depressivo Maior/terapia , Medicina Baseada em Evidências/normas , Guias de Prática Clínica como Assunto/normas , Psicoterapia/normas , Sociedades Médicas/normas , Canadá , Humanos , Psicoterapia/métodos
20.
Can J Psychiatry ; 61(9): 561-75, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27486154

RESUMO

BACKGROUND: The Canadian Network for Mood and Anxiety Treatments (CANMAT) conducted a revision of the 2009 guidelines by updating the evidence and recommendations. The scope of the 2016 guidelines remains the management of major depressive disorder (MDD) in adults, with a target audience of psychiatrists and other mental health professionals. METHODS: Using the question-answer format, we conducted a systematic literature search focusing on systematic reviews and meta-analyses. Evidence was graded using CANMAT-defined criteria for level of evidence. Recommendations for lines of treatment were based on the quality of evidence and clinical expert consensus. "Neurostimulation Treatments" is the fourth of six sections of the 2016 guidelines. RESULTS: Evidence-informed responses were developed for 31 questions for 6 neurostimulation modalities: 1) transcranial direct current stimulation (tDCS), 2) repetitive transcranial magnetic stimulation (rTMS), 3) electroconvulsive therapy (ECT), 4) magnetic seizure therapy (MST), 5) vagus nerve stimulation (VNS), and 6) deep brain stimulation (DBS). Most of the neurostimulation treatments have been investigated in patients with varying degrees of treatment resistance. CONCLUSIONS: There is increasing evidence for efficacy, tolerability, and safety of neurostimulation treatments. rTMS is now a first-line recommendation for patients with MDD who have failed at least 1 antidepressant. ECT remains a second-line treatment for patients with treatment-resistant depression, although in some situations, it may be considered first line. Third-line recommendations include tDCS and VNS. MST and DBS are still considered investigational treatments.


Assuntos
Estimulação Encefálica Profunda/normas , Transtorno Depressivo Maior/terapia , Eletroconvulsoterapia/normas , Medicina Baseada em Evidências/normas , Guias de Prática Clínica como Assunto/normas , Estimulação Transcraniana por Corrente Contínua/normas , Estimulação Magnética Transcraniana/normas , Estimulação do Nervo Vago/normas , Canadá , Estimulação Encefálica Profunda/métodos , Eletroconvulsoterapia/métodos , Humanos , Estimulação Transcraniana por Corrente Contínua/métodos , Estimulação Magnética Transcraniana/métodos , Estimulação do Nervo Vago/métodos
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