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1.
Mol Psychiatry ; 26(9): 5124-5139, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-32424236

RESUMO

Major depressive disorder (MDD) is associated with an increased risk of brain atrophy, aging-related diseases, and mortality. We examined potential advanced brain aging in adult MDD patients, and whether this process is associated with clinical characteristics in a large multicenter international dataset. We performed a mega-analysis by pooling brain measures derived from T1-weighted MRI scans from 19 samples worldwide. Healthy brain aging was estimated by predicting chronological age (18-75 years) from 7 subcortical volumes, 34 cortical thickness and 34 surface area, lateral ventricles and total intracranial volume measures separately in 952 male and 1236 female controls from the ENIGMA MDD working group. The learned model coefficients were applied to 927 male controls and 986 depressed males, and 1199 female controls and 1689 depressed females to obtain independent unbiased brain-based age predictions. The difference between predicted "brain age" and chronological age was calculated to indicate brain-predicted age difference (brain-PAD). On average, MDD patients showed a higher brain-PAD of +1.08 (SE 0.22) years (Cohen's d = 0.14, 95% CI: 0.08-0.20) compared with controls. However, this difference did not seem to be driven by specific clinical characteristics (recurrent status, remission status, antidepressant medication use, age of onset, or symptom severity). This highly powered collaborative effort showed subtle patterns of age-related structural brain abnormalities in MDD. Substantial within-group variance and overlap between groups were observed. Longitudinal studies of MDD and somatic health outcomes are needed to further assess the clinical value of these brain-PAD estimates.


Assuntos
Transtorno Depressivo Maior , Adolescente , Adulto , Idoso , Envelhecimento , Encéfalo/diagnóstico por imagem , Feminino , Humanos , Estudos Longitudinais , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Adulto Jovem
2.
Mol Psychiatry ; 25(7): 1511-1525, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-31471575

RESUMO

Alterations in white matter (WM) microstructure have been implicated in the pathophysiology of major depressive disorder (MDD). However, previous findings have been inconsistent, partially due to low statistical power and the heterogeneity of depression. In the largest multi-site study to date, we examined WM anisotropy and diffusivity in 1305 MDD patients and 1602 healthy controls (age range 12-88 years) from 20 samples worldwide, which included both adults and adolescents, within the MDD Working Group of the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) consortium. Processing of diffusion tensor imaging (DTI) data and statistical analyses were harmonized across sites and effects were meta-analyzed across studies. We observed subtle, but widespread, lower fractional anisotropy (FA) in adult MDD patients compared with controls in 16 out of 25 WM tracts of interest (Cohen's d between 0.12 and 0.26). The largest differences were observed in the corpus callosum and corona radiata. Widespread higher radial diffusivity (RD) was also observed (all Cohen's d between 0.12 and 0.18). Findings appeared to be driven by patients with recurrent MDD and an adult age of onset of depression. White matter microstructural differences in a smaller sample of adolescent MDD patients and controls did not survive correction for multiple testing. In this coordinated and harmonized multisite DTI study, we showed subtle, but widespread differences in WM microstructure in adult MDD, which may suggest structural disconnectivity in MDD.


Assuntos
Transtorno Depressivo Maior/patologia , Substância Branca/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Anisotropia , Estudos de Coortes , Corpo Caloso/diagnóstico por imagem , Corpo Caloso/patologia , Transtorno Depressivo Maior/diagnóstico por imagem , Imagem de Tensor de Difusão , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Substância Branca/diagnóstico por imagem , Adulto Jovem
3.
J Head Trauma Rehabil ; 35(2): E127-E135, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-31479085

RESUMO

OBJECTIVE: Despite increasing interest in the neurobiological effects of concussion in youth, a paucity of information is available regarding outcomes long after injury. The objective of this study was to determine the association between a history of concussion and the putative neuronal marker N-acetyl-aspartate (NAA) in the dorsolateral prefrontal cortex (DLPFC) in youth. SETTING: Outpatient clinic in a children's hospital. PARTICIPANTS: Youth with concussion (N = 35, mean = 2.63, SD = 1.07 years postinjury) and youth with a nonconcussive orthopedic injury (N = 17) participated. DESIGN: A cross-sectional proton magnetic resonance spectroscopy (H-MRS) study. MAIN MEASURES: The primary outcome measure was NAA concentration in the right and left DLPFCs. RESULTS: We observed lower levels of NAA in the right DLPFC in youth with past concussion (F = 3.31, df = 4,51, P = .018) than in orthopedic controls but not in the left DLPFC (F = 2.04, df = 4,51, P = .105). The effect of lower NAA concentrations in the right DLPFC was primarily driven by youth with a single prior concussion versus those with multiple concussions. NAA in the left DLPFC, but not in right DLPFC, was associated with worse emotional symptoms in youth with concussion. CONCLUSION: The presence of lower levels of DLPFC NAA suggests potential association of concussion in youth, although further investigation is needed, given that the result is driven by those with a single (and not multiple) concussion. Exploration of applying MRS in other brain regions is also warranted.


Assuntos
Ácido Aspártico , Concussão Encefálica/diagnóstico , Córtex Pré-Frontal , Adolescente , Ácido Aspártico/análise , Criança , Estudos Transversais , Humanos , Espectroscopia de Ressonância Magnética , Córtex Pré-Frontal/química
4.
Transl Psychiatry ; 10(1): 425, 2020 12 08.
Artigo em Inglês | MEDLINE | ID: mdl-33293520

RESUMO

It has been difficult to find robust brain structural correlates of the overall severity of major depressive disorder (MDD). We hypothesized that specific symptoms may better reveal correlates and investigated this for the severity of insomnia, both a key symptom and a modifiable major risk factor of MDD. Cortical thickness, surface area and subcortical volumes were assessed from T1-weighted brain magnetic resonance imaging (MRI) scans of 1053 MDD patients (age range 13-79 years) from 15 cohorts within the ENIGMA MDD Working Group. Insomnia severity was measured by summing the insomnia items of the Hamilton Depression Rating Scale (HDRS). Symptom specificity was evaluated with correlates of overall depression severity. Disease specificity was evaluated in two independent samples comprising 2108 healthy controls, and in 260 clinical controls with bipolar disorder. Results showed that MDD patients with more severe insomnia had a smaller cortical surface area, mostly driven by the right insula, left inferior frontal gyrus pars triangularis, left frontal pole, right superior parietal cortex, right medial orbitofrontal cortex, and right supramarginal gyrus. Associations were specific for insomnia severity, and were not found for overall depression severity. Associations were also specific to MDD; healthy controls and clinical controls showed differential insomnia severity association profiles. The findings indicate that MDD patients with more severe insomnia show smaller surfaces in several frontoparietal cortical areas. While explained variance remains small, symptom-specific associations could bring us closer to clues on underlying biological phenomena of MDD.


Assuntos
Transtorno Depressivo Maior , Distúrbios do Início e da Manutenção do Sono , Adolescente , Adulto , Idoso , Encéfalo/diagnóstico por imagem , Córtex Cerebral , Transtorno Depressivo Maior/diagnóstico por imagem , Humanos , Imageamento por Ressonância Magnética , Pessoa de Meia-Idade , Distúrbios do Início e da Manutenção do Sono/diagnóstico por imagem , Adulto Jovem
5.
Front Psychiatry ; 10: 170, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30984044

RESUMO

Background: Major depressive disorder (MDD) is common in youth and treatment options are limited. We evaluated the effectiveness and safety of repetitive transcranial magnetic stimulation (rTMS) in adolescents and transitional aged youth with treatment resistant MDD. Methods: Thirty-two outpatients with moderate to severe, treatment-resistant MDD, aged 13-21 years underwent a three-week, open-label, single center trial of rTMS (ClinicalTrials.gov identifier NCT01731678). rTMS was applied to the left dorsolateral prefrontal cortex (DLPFC) using neuronavigation and administered for 15 consecutive week days (120% rest motor threshold; 40 pulses over 4 s [10 Hz]; inter-train interval, 26 s; 75 trains; 3,000 pulses). The primary outcome measure was change in the Hamilton Depression Rating Scale (Ham-D). Treatment response was defined as a >50% reduction in Ham-D scores. Safety and tolerability were also examined. Results: rTMS was effective in reducing MDD symptom severity (t = 8.94, df = 31, p < 0.00001). We observed 18 (56%) responders (≥ 50% reduction in Ham-D score) and 14 non-responders to rTMS. Fourteen subjects (44%) achieved remission (Ham-D score ≤ 7 post-rTMS). There were no serious adverse events (i.e., seizures). Mild to moderate, self-limiting headaches (19%) and mild neck pain (16%) were reported. Participants ranked rTMS as highly tolerable. The retention rate was 91% and compliance rate (completing all study events) was 99%. Conclusions: Our single center, open trial suggests that rTMS is a safe and effective treatment for youth with treatment resistant MDD. Larger randomized controlled trials are needed. Clinical Trial Registration: www.ClinicalTrials.gov, identifier: NCT01731678.

6.
Am J Psychiatry ; 176(12): 1039-1049, 2019 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-31352813

RESUMO

OBJECTIVE: Asymmetry is a subtle but pervasive aspect of the human brain, and it may be altered in several psychiatric conditions. MRI studies have shown subtle differences of brain anatomy between people with major depressive disorder and healthy control subjects, but few studies have specifically examined brain anatomical asymmetry in relation to this disorder, and results from those studies have remained inconclusive. At the functional level, some electroencephalography studies have indicated left fronto-cortical hypoactivity and right parietal hypoactivity in depressive disorders, so aspects of lateralized anatomy may also be affected. The authors used pooled individual-level data from data sets collected around the world to investigate differences in laterality in measures of cortical thickness, cortical surface area, and subcortical volume between individuals with major depression and healthy control subjects. METHODS: The authors investigated differences in the laterality of thickness and surface area measures of 34 cerebral cortical regions in 2,256 individuals with major depression and 3,504 control subjects from 31 separate data sets, and they investigated volume asymmetries of eight subcortical structures in 2,540 individuals with major depression and 4,230 control subjects from 32 data sets. T1-weighted MRI data were processed with a single protocol using FreeSurfer and the Desikan-Killiany atlas. The large sample size provided 80% power to detect effects of the order of Cohen's d=0.1. RESULTS: The largest effect size (Cohen's d) of major depression diagnosis was 0.085 for the thickness asymmetry of the superior temporal cortex, which was not significant after adjustment for multiple testing. Asymmetry measures were not significantly associated with medication use, acute compared with remitted status, first episode compared with recurrent status, or age at onset. CONCLUSIONS: Altered brain macro-anatomical asymmetry may be of little relevance to major depression etiology in most cases.


Assuntos
Encéfalo/anatomia & histologia , Transtorno Depressivo Maior/patologia , Adulto , Estudos de Casos e Controles , Bases de Dados Factuais/estatística & dados numéricos , Dominância Cerebral , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Metanálise como Assunto , Neuroimagem , Adulto Jovem
7.
J Affect Disord ; 239: 291-294, 2018 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-30031248

RESUMO

BACKGROUND: Growing evidence suggests an endophenotype for suicidality, including brain morphometric features, could provide an improved platform for suicide risk assessment. Reduced right superior temporal gyrus (rSTG) volumes have been implicated in suicidality across psychiatric disorders. Treatment-resistant depression (TRD) has unique neurobiology and adolescents with TRD are at increased suicide risk. Here, we investigated whether reduced rSTG volume was present in adolescents with TRD and history of suicide attempt. METHODS: 45 adolescents - 14 with history of suicide attempt and TRD, 14 without a suicide attempt history and TRD, and 17 healthy controls - underwent magnetic resonance imaging and reconstructed rSTG volumes were compared. Depressive and anxious symptoms were assessed with Hamilton depression and anxiety rating scales, and differences between attempters and non-attempters were explored. RESULTS: Adolescents with TRD and history of suicide attempt showed reduced rSTG volume compared to healthy controls. Exploratory analyses revealed greater diurnal variation in depressive symptoms in the suicide attempt group compared to non-attempters. LIMITATIONS: Sample size and temporal separation between suicide attempt date and data collection limits interpretation of findings. CONCLUSIONS: Reduced rSTG volume may serve as a marker of suicide attempt in adolescence and specific symptom features may have a role in suicide risk assessment. Presently, risk assessment is limited by patient self-report and clinical judgement. A biological model of suicidality will be key to improve risk assessment and could lead to novel treatment approaches. Our findings extend previous results and contribute to our neurobiological understanding of suicidality.


Assuntos
Transtorno Depressivo Maior/patologia , Transtorno Depressivo Resistente a Tratamento , Tentativa de Suicídio/psicologia , Lobo Temporal/diagnóstico por imagem , Lobo Temporal/patologia , Adolescente , Estudos de Casos e Controles , Transtorno Depressivo Maior/psicologia , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Autorrelato
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