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1.
Transl Psychiatry ; 14(1): 230, 2024 Jun 01.
Article En | MEDLINE | ID: mdl-38824135

The biological mechanisms underlying the onset of major depressive disorder (MDD) have predominantly been studied in adult populations from high-income countries, despite the onset of depression typically occurring in adolescence and the majority of the world's adolescents living in low- and middle-income countries (LMIC). Taking advantage of a unique adolescent sample in an LMIC (Brazil), this study aimed to identify biological pathways characterizing the presence and increased risk of depression in adolescence, and sex-specific differences in such biological signatures. We collected blood samples from a risk-stratified cohort of 150 Brazilian adolescents (aged 14-16 years old) comprising 50 adolescents with MDD, 50 adolescents at high risk of developing MDD but without current MDD, and 50 adolescents at low risk of developing MDD and without MDD (25 females and 25 males in each group). We conducted RNA-Seq and pathway analysis on whole blood. Inflammatory-related biological pathways, such as role of hypercytokinemia/hyperchemokinemia in the pathogenesis of influenza (z-score = 3.464, p < 0.001), interferon signaling (z-score = 2.464, p < 0.001), interferon alpha/beta signaling (z-score = 3.873, p < 0.001), and complement signaling (z-score = 2, p = 0.002) were upregulated in adolescents with MDD compared with adolescents without MDD independently from their level of risk. The up-regulation of such inflammation-related pathways was observed in females but not in males. Inflammatory-related pathways involved in the production of cytokines and in interferon and complement signaling were identified as key indicators of adolescent depression, and this effect was present only in females.


Depressive Disorder, Major , Inflammation , Humans , Adolescent , Male , Female , Depressive Disorder, Major/immunology , Depressive Disorder, Major/blood , Brazil/epidemiology , Inflammation/immunology , Inflammation/blood , Sex Factors , Immune System , Cytokines/blood
2.
Transl Psychiatry ; 14(1): 231, 2024 Jun 01.
Article En | MEDLINE | ID: mdl-38824172

Mapping brain-behaviour associations is paramount to understand and treat psychiatric disorders. Standard approaches involve investigating the association between one brain and one behavioural variable (univariate) or multiple variables against one brain/behaviour feature ('single' multivariate). Recently, large multimodal datasets have propelled a new wave of studies that leverage on 'doubly' multivariate approaches capable of parsing the multifaceted nature of both brain and behaviour simultaneously. Within this movement, canonical correlation analysis (CCA) and partial least squares (PLS) emerge as the most popular techniques. Both seek to capture shared information between brain and behaviour in the form of latent variables. We provide an overview of these methods, review the literature in psychiatric disorders, and discuss the main challenges from a predictive modelling perspective. We identified 39 studies across four diagnostic groups: attention deficit and hyperactive disorder (ADHD, k = 4, N = 569), autism spectrum disorders (ASD, k = 6, N = 1731), major depressive disorder (MDD, k = 5, N = 938), psychosis spectrum disorders (PSD, k = 13, N = 1150) and one transdiagnostic group (TD, k = 11, N = 5731). Most studies (67%) used CCA and focused on the association between either brain morphology, resting-state functional connectivity or fractional anisotropy against symptoms and/or cognition. There were three main findings. First, most diagnoses shared a link between clinical/cognitive symptoms and two brain measures, namely frontal morphology/brain activity and white matter association fibres (tracts between cortical areas in the same hemisphere). Second, typically less investigated behavioural variables in multivariate models such as physical health (e.g., BMI, drug use) and clinical history (e.g., childhood trauma) were identified as important features. Finally, most studies were at risk of bias due to low sample size/feature ratio and/or in-sample testing only. We highlight the importance of carefully mitigating these sources of bias with an exemplar application of CCA.


Brain , Mental Disorders , Humans , Brain/diagnostic imaging , Brain/physiopathology , Mental Disorders/physiopathology , Autism Spectrum Disorder/physiopathology , Depressive Disorder, Major/physiopathology , Canonical Correlation Analysis , Attention Deficit Disorder with Hyperactivity/physiopathology , Least-Squares Analysis
3.
Stress ; 27(1): 2353781, 2024 Jan.
Article En | MEDLINE | ID: mdl-38823417

Hypothalamic-pituitary-adrenal (HPA)-axis hyperactivity measured by the combined dexamethasone-CRH test (DEX-CRH test) has been found in patients with major depressive disorder (MDD), whereas hypoactivity has been found in patients with work-related stress. We aimed to investigate the DEX-CRH test as a biomarker to distinguish between MDD and work-related stress (exhaustion disorder - ED). We hypothesized that there would be lower cortisol and ACTH response in participants with ED compared to MDD and healthy controls (HC). Also, we explored if the cortisol response of those patients interacted with robust markers of oxidative stress. Thirty inpatients with MDD and 23 outpatients with ED were recruited. Plasma cortisol and ACTH were sampled during a DEX-CRH test. The main outcome measure, area under the curve (AUC) for cortisol and ACTH, was compa-red between MDD vs. ED participants and a historical HC group. Secondary markers of oxidative stress urinary 8-oxodG and 8-oxoGuo; quality of sleep and psychometrics were obtained. Cortisol concentrations were higher in MDD and ED participants compared to HC, and no differences in AUC cortisol and ACTH were found between ED vs. MDD. Compared to ED, MDD participants had higher stress symptom severity and a lower sense of well-being. No differences in oxidative stress markers or quality of sleep between the groups were found. The result indicates that the patients with ED, like patients with MDD, are non-suppressors in DEX-CRH test and not hypocortisolemic as suggested.


Adrenocorticotropic Hormone , Biomarkers , Depressive Disorder, Major , Dexamethasone , Hydrocortisone , Oxidative Stress , Humans , Depressive Disorder, Major/blood , Depressive Disorder, Major/physiopathology , Depressive Disorder, Major/diagnosis , Female , Male , Hydrocortisone/blood , Adult , Oxidative Stress/physiology , Adrenocorticotropic Hormone/blood , Biomarkers/blood , Dexamethasone/pharmacology , Middle Aged , Corticotropin-Releasing Hormone/blood , Occupational Stress/physiopathology , Hypothalamo-Hypophyseal System/physiopathology , Hypothalamo-Hypophyseal System/metabolism , Pituitary-Adrenal System/physiopathology
4.
BMC Psychiatry ; 24(1): 399, 2024 May 29.
Article En | MEDLINE | ID: mdl-38807065

BACKGROUND: To examine whether the "Effectiveness of Guideline for Dissemination and Education in psychiatric treatment (EGIUDE)" project affects the rate of prescriptions of hypnotic medication and the type of hypnotic medications prescribed among psychiatrists, for schizophrenia and major depressive disorder in Japan. METHODS: The EGUIDE project is a nationwide prospective study of evidence-based clinical guidelines for schizophrenia and major depressive disorder in Japan. From 2016 to 2021, clinical and prescribing data from patients discharged from hospitals participating in the EGUIDE project were used to examine hypnotic medication prescriptions The prescribing rate of hypnotics and the prescribing rate of each type of hypnotic (benzodiazepine receptor agonist, nonbenzodiazepine receptor agonist, melatonin receptor agonist, and orexin receptor antagonist) were compared among patients who had been prescribed medication by psychiatrists participating in the EGUIDE project and patients who had been prescribed medication by nonparticipating psychiatrists. Multivariate logistic regression analysis was performed to examine the effect of the EGUIDE project on the prescription of hypnotic medications. RESULTS: A total of 12,161 patients with schizophrenia and 6,167 patients with major depressive disorder were included. Psychiatrists participating in the EGUIDE project significantly reduced the rate of prescribing hypnotic medication and benzodiazepine receptor agonists for both schizophrenia (P < 0.001) and major depressive disorder (P < 0.001) patients. CONCLUSION: This is the first study to investigate the educational effects of guidelines for the treatment of psychiatric disorders on psychiatrists in terms of prescribing hypnotic medications to patients. The EGUIDE project may play an important role in reducing hypnotic medication prescription rates, particularly with respect to benzodiazepine receptor agonists. The results suggest that the EGUIDE project may result in improved therapeutic behavior.


Depressive Disorder, Major , Hypnotics and Sedatives , Practice Guidelines as Topic , Practice Patterns, Physicians' , Schizophrenia , Humans , Depressive Disorder, Major/drug therapy , Schizophrenia/drug therapy , Male , Female , Hypnotics and Sedatives/therapeutic use , Middle Aged , Practice Patterns, Physicians'/statistics & numerical data , Practice Patterns, Physicians'/standards , Japan , Adult , Psychiatry , Prospective Studies , Drug Prescriptions/standards , Drug Prescriptions/statistics & numerical data , Psychiatrists
5.
J Med Internet Res ; 26: e47515, 2024 May 31.
Article En | MEDLINE | ID: mdl-38819882

BACKGROUND: Increasing interest has centered on the psychotherapeutic working alliance as a means of understanding clinical change in digital mental health interventions in recent years. However, little is understood about how and to what extent a digital mental health program can have an impact on the working alliance and clinical outcomes in a blended (therapist plus digital program) cognitive behavioral therapy (bCBT) intervention for depression. OBJECTIVE: This study aimed to test the difference in working alliance scores between bCBT and treatment as usual (TAU), examine the association between working alliance and depression severity scores in both arms, and test for an interaction between system usability and working alliance with regard to the association between working alliance and depression scores in bCBT at 3-month assessments. METHODS: We conducted a secondary data analysis of the E-COMPARED (European Comparative Effectiveness Research on Blended Depression Treatment versus Treatment-as-usual) trial, which compared bCBT with TAU across 9 European countries. Data were collected in primary care and specialized services between April 2015 and December 2017. Eligible participants aged 18 years or older and diagnosed with major depressive disorder were randomized to either bCBT (n=476) or TAU (n=467). bCBT consisted of 6-20 sessions of bCBT (involving face-to-face sessions with a therapist and an internet-based program). TAU consisted of usual care for depression. The main outcomes were scores of the working alliance (Working Alliance Inventory-Short Revised-Client [WAI-SR-C]) and depressive symptoms (Patient Health Questionnaire-9 [PHQ-9]) at 3 months after randomization. Other variables included system usability scores (System Usability Scale-Client [SUS-C]) at 3 months and baseline demographic information. Data from baseline and 3-month assessments were analyzed using linear regression models that adjusted for a set of baseline variables. RESULTS: Of the 945 included participants, 644 (68.2%) were female, and the mean age was 38.96 years (IQR 38). bCBT was associated with higher composite WAI-SR-C scores compared to TAU (B=5.67, 95% CI 4.48-6.86). There was an inverse association between WAI-SR-C and PHQ-9 in bCBT (B=-0.12, 95% CI -0.17 to -0.06) and TAU (B=-0.06, 95% CI -0.11 to -0.02), in which as WAI-SR-C scores increased, PHQ-9 scores decreased. Finally, there was a significant interaction between SUS-C and WAI-SR-C with regard to an inverse association between higher WAI-SR-C scores and lower PHQ-9 scores in bCBT (b=-0.030, 95% CI -0.05 to -0.01; P=.005). CONCLUSIONS: To our knowledge, this is the first study to show that bCBT may enhance the client working alliance when compared to evidence-based routine care for depression that services reported offering. The working alliance in bCBT was also associated with clinical improvements that appear to be enhanced by good program usability. Our findings add further weight to the view that the addition of internet-delivered CBT to face-to-face CBT may positively augment experiences of the working alliance. TRIAL REGISTRATION: ClinicalTrials.gov NCT02542891, https://clinicaltrials.gov/study/NCT02542891; German Clinical Trials Register DRKS00006866, https://drks.de/search/en/trial/DRKS00006866; Netherlands Trials Register NTR4962, https://www.onderzoekmetmensen.nl/en/trial/25452; ClinicalTrials.Gov NCT02389660, https://clinicaltrials.gov/study/NCT02389660; ClinicalTrials.gov NCT02361684, https://clinicaltrials.gov/study/NCT02361684; ClinicalTrials.gov NCT02449447, https://clinicaltrials.gov/study/NCT02449447; ClinicalTrials.gov NCT02410616, https://clinicaltrials.gov/study/NCT02410616; ISRCTN Registry ISRCTN12388725, https://www.isrctn.com/ISRCTN12388725?q=ISRCTN12388725&filters=&sort=&offset=1&totalResults=1&page=1&pageSize=10; ClinicalTrials.gov NCT02796573, https://classic.clinicaltrials.gov/ct2/show/NCT02796573. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.1186/s13063-016-1511-1.


Cognitive Behavioral Therapy , Humans , Cognitive Behavioral Therapy/methods , Female , Male , Adult , Europe , Middle Aged , Depression/therapy , Depressive Disorder, Major/therapy , Therapeutic Alliance , Secondary Data Analysis
6.
Int J Geriatr Psychiatry ; 39(5): e6098, 2024 May.
Article En | MEDLINE | ID: mdl-38777619

OBJECTIVES: Cerebral Small Vessel Disease (CSVD) is a chronic, progressive vascular disorder that confers increased vulnerability to psychiatric syndromes, including late-life mood disorders. In this study, we investigated the impact of CSVD on electroconvulsive therapy (ECT) outcomes in patients with late-onset bipolar disorder (BD). METHODS: A sample of 54 non-demented elderly patients (≥60 years) with late-onset BD and treatment-resistant major depression, mixed state, or catatonia who underwent bilateral ECT were included in this naturalistic observational study. A diagnosis of CSVD was established based on brain neuroimaging performed before ECT. All patients were evaluated before and after ECT using the Brief Psychiatric Rating Scale (BPRS), the Hamilton Rating Scale for Depression (HAM-D), and the Clinical Global Impression scale (CGI). RESULTS: Of the total sample, 19 patients were diagnosed with CSVD (35.2%). No significant differences were observed at baseline between patients with and without CSVD. Overall, a response was obtained in 66%-68.5% of patients, with remission in 56.2%. No significant differences in ECT outcomes were found between those with and without CSVD, and both groups exhibited substantial improvements in symptom severity following ECT. CONCLUSIONS: The outcome of ECT in late-onset BD was not influenced by the presence of CSVD. This finding aligns with previous research on unipolar depression. Accordingly, ECT should be considered for elderly patients with late-onset BD, regardless of the presence of CSVD.


Bipolar Disorder , Cerebral Small Vessel Diseases , Electroconvulsive Therapy , Humans , Electroconvulsive Therapy/methods , Female , Male , Aged , Cerebral Small Vessel Diseases/therapy , Cerebral Small Vessel Diseases/diagnostic imaging , Bipolar Disorder/therapy , Middle Aged , Aged, 80 and over , Psychiatric Status Rating Scales , Treatment Outcome , Depressive Disorder, Major/therapy , Late Onset Disorders/therapy
7.
Transl Psychiatry ; 14(1): 202, 2024 May 11.
Article En | MEDLINE | ID: mdl-38734669

The pathogenesis of major depressive disorder (MDD) involves lipid metabolism. Our earlier research also revealed that MDD patients had much lower total cholesterol (TC) concentrations than healthy controls (HCs). However, it is still unclear why TC decreased in MDD. Here, based on the Ingenuity Knowledge Base's ingenuity pathway analysis, we found that sodium voltage-gated channel alpha subunit 11A (SCN11A) might serve as a link between low lipid levels and MDD. We analyzed the TC levels and used ELISA kits to measure the levels of SCN11A in the serum from 139 MDD patients, and 65 HCs to confirm this theory and explore the potential involvement of SCN11A in MDD. The findings revealed that TC levels were considerably lower and SCN11A levels were remarkably increased in MDD patients than those in HCs, while they were significantly reversed in drug-treatment MDD patients than in drug-naïve MDD patients. There was no significant difference in SCN11A levels among MDD patients who used single or multiple antidepressants, and selective serotonin reuptake inhibitors or other antidepressants. Pearson correlation analysis showed that the levels of TC and SCN11A were linked with the Hamilton Depression Rating Scales score. A substantial association was also found between TC and SCN11A. Moreover, a discriminative model made up of SCN11A was discovered, which produced an area under a curve of 0.9571 in the training set and 0.9357 in the testing set. Taken together, our findings indicated that SCN11A may serve as a link between low lipid levels and MDD, and showed promise as a candidate biomarker for MDD.


Cholesterol , Depressive Disorder, Major , Humans , Depressive Disorder, Major/blood , Female , Male , Adult , Middle Aged , Cholesterol/blood , Case-Control Studies , Antidepressive Agents/therapeutic use
8.
Pan Afr Med J ; 47: 90, 2024.
Article En | MEDLINE | ID: mdl-38737219

Introduction: alcohol and other psychoactive substances have adverse health effects, particularly on young people. This study determined the prevalence of alcohol and other psychoactive substance abuse and its association with depression among Niger Delta University, Bayelsa State, Nigeria, medical students. Methods: a cross-sectional study involving 243 medical students who completed a patient-rated version of the Mini International Neuropsychiatric Interview (MINI-PR). For analyzing the data, descriptive and inferential statistics were employed. Results: most respondents were 18 to 24 years old (67.1%), and 52.7% were male; the prevalence of major depressive episodes (current) and lifetime alcohol and other psychoactive use was 30.5%, 25.5%, and 21%, respectively. Also, the prevalence of current alcohol abuse and dependence was 5.8% and 4.9%, respectively. Alcohol use (χ2: 12.57, p = 0.001) and abuse (χ2: 22.33, p = 0.001) were significantly associated with depression. Psychoactive substance use was significantly associated with depression (χ2: 12.91, p = 0.001). The odds of having depression increased with the use of alcohol (OR: 3.54; 95% CI: 1.71-7.33) and psychoactive substances (OR: 4.52; 95% CI: 1.88-10.88). Conclusion: alcohol and psychoactive substance use were significantly associated with depression. Organizing interventions to reduce such unhealthy social practices among medical students is necessary.


Alcoholism , Psychotropic Drugs , Students, Medical , Substance-Related Disorders , Humans , Nigeria/epidemiology , Male , Cross-Sectional Studies , Students, Medical/statistics & numerical data , Students, Medical/psychology , Female , Prevalence , Young Adult , Substance-Related Disorders/epidemiology , Adolescent , Alcoholism/epidemiology , Psychotropic Drugs/administration & dosage , Psychotropic Drugs/adverse effects , Adult , Universities , Depressive Disorder, Major/epidemiology , Depression/epidemiology , Alcohol Drinking/epidemiology , Alcohol Drinking/adverse effects
9.
Harv Rev Psychiatry ; 32(3): 77-95, 2024.
Article En | MEDLINE | ID: mdl-38728568

LEARNING OBJECTIVES: After participating in this CME activity, the psychiatrist should be better able to:• Compare and contrast therapies used in combination with transcranial magnetic stimulation (TMS) and transcranial direct current stimulation (tDCS) for treating MDD. BACKGROUND: Noninvasive neuromodulation, such as transcranial magnetic stimulation (TMS) and transcranial direct current stimulation (tDCS), has emerged as a major area for treating major depressive disorder (MDD). This review has two primary aims: (1) to review the current literature on combining TMS and tDCS with other therapies, such as psychotherapy and psychopharmacological interventions, and (2) to discuss the efficacy, feasibility, limitations, and future directions of these combined treatments for MDD. METHOD: This review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. We searched three databases: PubMed, PsycInfo, and Cochrane Library. The last search date was December 5, 2023. RESULTS: The initial search revealed 2,519 records. After screening and full-text review, 58 studies (7 TMS plus psychotherapy, 32 TMS plus medication, 7 tDCS plus psychotherapy, 12 tDCS plus medication) were included. CONCLUSIONS: The current literature on tDCS and TMS paired with psychotherapy provides initial support for integrating mindfulness interventions with both TMS and tDCS. Adding TMS or tDCS to stable doses of ongoing medications can decrease MDD symptoms; however, benzodiazepines may interfere with TMS and tDCS response, and antipsychotics can interfere with TMS response. Pairing citalopram with TMS and sertraline with tDCS can lead to greater MDD symptom reduction compared to using these medications alone. Future studies need to enroll larger samples, include randomized controlled study designs, create more uniform protocols for combined treatment delivery, and explore mechanisms and predictors of change.


Depressive Disorder, Major , Psychotherapy , Transcranial Direct Current Stimulation , Transcranial Magnetic Stimulation , Humans , Antidepressive Agents/therapeutic use , Combined Modality Therapy , Depressive Disorder, Major/therapy , Psychotherapy/methods , Transcranial Direct Current Stimulation/methods , Transcranial Magnetic Stimulation/methods
10.
Ann Med ; 56(1): 2354852, 2024 May 11.
Article En | MEDLINE | ID: mdl-38767238

BACKGROUND: Major depressive disorder (MDD) is a debilitating condition that affects more than 300 million people worldwide. Current treatments are based on a trial-and-error approach, and reliable biomarkers are needed for more informed and personalized treatment solutions. One of the potential biomarkers, gamma-frequency (30-80 Hz) brainwaves, are hypothesized to originate from the excitatory-inhibitory interaction between the pyramidal cells and interneurons. The imbalance between this interaction is described as a crucial pathological mechanism in neuropsychiatric conditions, including MDD, and the modulation of this pathological interaction has been investigated as a potential target. Previous studies attempted to induce gamma activity in the brain using rhythmic light and sound stimuli (GENUS - Gamma Entrainment Using Sensory stimuli) that resulted in neuroprotective effects in Alzheimer's disease (AD) patients and animal models. Here, we investigate the antidepressant, cognitive, and electrophysiological effects of the novel light therapy approach using 40 Hz masked flickering light for patients diagnosed with MDD. METHODS AND DESIGN: Sixty patients with a current diagnosis of a major depressive episode will be enrolled in a randomized, double-blinded, placebo-controlled trial. The active treatment group will receive 40 Hz masked flickering light stimulation while the control group will receive continuous light matched in color temperature and brightness. Patients in both groups will get daily light treatment in their own homes and will attend four follow-up visits to assess the symptoms of depression, including depression severity measured by Hamilton Depression Rating Scale (HAM-D17), cognitive function, quality of life and sleep, and electroencephalographic changes. The primary endpoint is the mean change from baseline to week 6 in depression severity (HAM-D6 subscale) between the groups.


Depressive Disorder, Major , Humans , Depressive Disorder, Major/therapy , Double-Blind Method , Male , Female , Adult , Middle Aged , Phototherapy/methods , Treatment Outcome , Young Adult , Gamma Rhythm/physiology , Aged , Electroencephalography/methods , Adolescent
11.
Cereb Cortex ; 34(5)2024 May 02.
Article En | MEDLINE | ID: mdl-38752981

Adolescents are high-risk population for major depressive disorder. Executive dysfunction emerges as a common feature of depression and exerts a significant influence on the social functionality of adolescents. This study aimed to identify the multimodal co-varying brain network related to executive function in adolescent with major depressive disorder. A total of 24 adolescent major depressive disorder patients and 43 healthy controls were included and completed the Intra-Extra Dimensional Set Shift Task. Multimodal neuroimaging data, including the amplitude of low-frequency fluctuations from resting-state functional magnetic resonance imaging and gray matter volume from structural magnetic resonance imaging, were combined with executive function using a supervised fusion method named multimodal canonical correlation analysis with reference plus joint independent component analysis. The major depressive disorder showed more total errors than the healthy controls in the Intra-Extra Dimensional Set Shift task. Their performance on the Intra-Extra Dimensional Set Shift Task was negatively related to the 14-item Hamilton Rating Scale for Anxiety score. We discovered an executive function-related multimodal fronto-occipito-temporal network with lower amplitude of low-frequency fluctuation and gray matter volume loadings in major depressive disorder. The gray matter component of the identified network was negatively related to errors made in Intra-Extra Dimensional Set Shift while positively related to stages completed. These findings may help to deepen our understanding of the pathophysiological mechanisms of cognitive dysfunction in adolescent depression.


Depressive Disorder, Major , Executive Function , Magnetic Resonance Imaging , Multimodal Imaging , Humans , Depressive Disorder, Major/diagnostic imaging , Depressive Disorder, Major/physiopathology , Adolescent , Executive Function/physiology , Male , Female , Magnetic Resonance Imaging/methods , Multimodal Imaging/methods , Brain/diagnostic imaging , Brain/physiopathology , Gray Matter/diagnostic imaging , Gray Matter/pathology , Neuroimaging/methods , Cognition/physiology , Nerve Net/diagnostic imaging , Nerve Net/physiopathology , Neuropsychological Tests , Brain Mapping/methods
12.
J Psychiatry Neurosci ; 49(3): E172-E181, 2024.
Article En | MEDLINE | ID: mdl-38729664

BACKGROUND: Repetitive transcranial magnetic stimulation (rTMS) is an effective treatment for major depressive disorder (MDD), but substantial heterogeneity in outcomes remains. We examined a potential mechanism of action of rTMS to normalize individual variability in resting-state functional connectivity (rs-fc) before and after a course of treatment. METHODS: Variability in rs-fc was examined in healthy controls (baseline) and individuals with MDD (baseline and after 4-6 weeks of rTMS). Seed-based connectivity was calculated to 4 regions associated with MDD: left dorsolateral prefrontal cortex (DLPFC), right subgenual anterior cingulate cortex (sgACC), bilateral insula, and bilateral precuneus. Individual variability was quantified for each region by calculating the mean correlational distance of connectivity maps relative to the healthy controls; a higher variability score indicated a more atypical/idiosyncratic connectivity pattern. RESULTS: We included data from 66 healthy controls and 252 individuals with MDD in our analyses. Patients with MDD did not show significant differences in baseline variability of rs-fc compared with controls. Treatment with rTMS increased rs-fc variability from the right sgACC and precuneus, but the increased variability was not associated with clinical outcomes. Interestingly, higher baseline variability of the right sgACC was significantly associated with less clinical improvement (p = 0.037, uncorrected; did not survive false discovery rate correction).Limitations: The linear model was constructed separately for each region of interest. CONCLUSION: This was, to our knowledge, the first study to examine individual variability of rs-fc related to rTMS in individuals with MDD. In contrast to our hypotheses, we found that rTMS increased the individual variability of rs-fc. Our results suggest that individual variability of the right sgACC and bilateral precuneus connectivity may be a potential mechanism of rTMS.


Depressive Disorder, Major , Magnetic Resonance Imaging , Transcranial Magnetic Stimulation , Humans , Depressive Disorder, Major/therapy , Depressive Disorder, Major/physiopathology , Depressive Disorder, Major/diagnostic imaging , Transcranial Magnetic Stimulation/methods , Female , Male , Adult , Middle Aged , Neural Pathways/physiopathology , Neural Pathways/diagnostic imaging , Parietal Lobe/physiopathology , Parietal Lobe/diagnostic imaging , Rest , Gyrus Cinguli/physiopathology , Gyrus Cinguli/diagnostic imaging , Connectome , Treatment Outcome , Brain/physiopathology , Brain/diagnostic imaging
13.
BMJ Open ; 14(5): e084844, 2024 May 01.
Article En | MEDLINE | ID: mdl-38692731

INTRODUCTION: Although short-term benefits follow parenteral ketamine for treatment-resistant major depressive disorder (TR-MDD), there are challenges that prevent routine use of ketamine by clinicians. These include acute dissociative effects of parenteral ketamine, high relapse rates following ketamine dosing and the uncertain role of psychotherapy. This randomised controlled trial (RCT) seeks to establish the feasibility of evaluating repeated oral doses of ketamine and behavioural activation therapy (BAT), compared with ketamine treatment alone, for TR-MDD. We also aim to compare relapse rates between treatment arms to determine the effect size of adding BAT to oral ketamine. METHODS AND ANALYSIS: This is a prospectively registered, two-centre, single-blind RCT. We aim to recruit 60 participants with TR-MDD aged between 18 and 65 years. Participants will be randomised to 8 weeks of oral ketamine and BAT, or 8 weeks of oral ketamine alone. Feasibility will be assessed by tracking attendance for ketamine and BAT, acceptability of treatment measures and retention to the study follow-up protocol. The primary efficacy outcome measure is the Montgomery-Asberg Depression Rating Scale (MADRS) measured weekly during treatment and fortnightly during 12 weeks of follow-up. Other outcome measures will assess the tolerability of ketamine and BAT, cognition and activity (using actigraphy). Participants will be categorised as non-responders, responders, remitters and relapsed during follow-up. MADRS scores will be analysed using a linear mixed model. For a definitive follow-up RCT study to be recommended, the recruitment expectations will be met and efficacy outcomes consistent with a >20% reduction in relapse rates favouring the BAT and ketamine arm will be achieved. ETHICS AND DISSEMINATION: Ethics approval was granted by the New Zealand Central Health and Disability Ethics Committee (reference: 2023 FULL18176). Study findings will be reported to participants, stakeholder groups, conferences and peer-reviewed publications. TRIAL REGISTRATION NUMBER: UTN: U1111-1294-9310, ACTRN12623000817640p.


Depressive Disorder, Treatment-Resistant , Ketamine , Humans , Ketamine/administration & dosage , Ketamine/therapeutic use , Depressive Disorder, Treatment-Resistant/therapy , Depressive Disorder, Treatment-Resistant/drug therapy , Adult , Single-Blind Method , Middle Aged , Depressive Disorder, Major/therapy , Depressive Disorder, Major/drug therapy , Male , Female , Randomized Controlled Trials as Topic , Behavior Therapy/methods , Young Adult , Adolescent , Treatment Outcome , Prospective Studies , Aged
14.
Acta Psychol (Amst) ; 246: 104295, 2024 Jun.
Article En | MEDLINE | ID: mdl-38701624

This study examines the influence of depressive personality styles on treatment responses in patients with major depression receiving cognitive behavioural therapy and psychodynamic therapy. We assessed changes in personality styles, including dependency, self-criticism, sociotropy, and autonomy, and their association with treatment response. Both treatment modalities led to significant reductions in self-criticism and sociotropy scores. Depressive symptom severity decreased overall, with a more pronounced reduction observed in the cognitive behavioural therapy group. Notably, reduced self-criticism and sociotropy were associated with better treatment outcomes in the cognitive behavioural therapy group. Our findings highlight the role of personality styles in influencing treatment outcomes for major depression. The study suggests an association between changes in personality styles and the reduction of symptoms. Our results support the idea that unique pathways of change are activated depending on the therapeutic intervention. These insights are critical in tailoring treatments to individual needs, addressing the central question of 'what works for whom'.


Cognitive Behavioral Therapy , Depressive Disorder, Major , Personality , Humans , Depressive Disorder, Major/therapy , Male , Female , Adult , Cognitive Behavioral Therapy/methods , Personality/physiology , Middle Aged , Treatment Outcome , Psychotherapy, Psychodynamic/methods
15.
PLoS One ; 19(5): e0301092, 2024.
Article En | MEDLINE | ID: mdl-38718028

Globally, the rapid aging of the population is predicted to become even more severe in the second half of the 21st century. Thus, it is expected to establish a growing expectation for innovative, non-invasive health indicators and diagnostic methods to support disease prevention, care, and health promotion efforts. In this study, we aimed to establish a new health index and disease diagnosis method by analyzing the minerals and free amino acid components contained in hair shaft. We first evaluated the range of these components in healthy humans and then conducted a comparative analysis of these components in subjects with diabetes, hypertension, androgenetic alopecia, major depressive disorder, Alzheimer's disease, and stroke. In the statistical analysis, we first used a student's t test to compare the hair components of healthy people and those of patients with various diseases. However, many minerals and free amino acids showed significant differences in all diseases, because the sample size of the healthy group was very large compared to the sample size of the disease group. Therefore, we attempted a comparative analysis based on effect size, which is not affected by differences in sample size. As a result, we were able to narrow down the minerals and free amino acids for all diseases compared to t test analysis. For diabetes, the t test narrowed down the minerals to 15, whereas the effect size measurement narrowed it down to 3 (Cr, Mn, and Hg). For free amino acids, the t test narrowed it down to 15 minerals. By measuring the effect size, we were able to narrow it down to 7 (Gly, His, Lys, Pro, Ser, Thr, and Val). It is also possible to narrow down the minerals and free amino acids in other diseases, and to identify potential health indicators and disease-related components by using effect size.


Amino Acids , Hair , Humans , Hair/chemistry , Male , Amino Acids/analysis , Amino Acids/metabolism , Female , Middle Aged , Adult , Alopecia/diagnosis , Aged , Minerals/analysis , Minerals/metabolism , Alzheimer Disease/diagnosis , Alzheimer Disease/metabolism , Stroke , Hypertension , Depressive Disorder, Major/diagnosis , Diabetes Mellitus/diagnosis , Case-Control Studies
16.
J Psychiatry Neurosci ; 49(3): E145-E156, 2024.
Article En | MEDLINE | ID: mdl-38692692

BACKGROUND: Neuroimaging studies have revealed abnormal functional interaction during the processing of emotional faces in patients with major depressive disorder (MDD), thereby enhancing our comprehension of the pathophysiology of MDD. However, it is unclear whether there is abnormal directional interaction among face-processing systems in patients with MDD. METHODS: A group of patients with MDD and a healthy control group underwent a face-matching task during functional magnetic resonance imaging. Dynamic causal modelling (DCM) analysis was used to investigate effective connectivity between 7 regions in the face-processing systems. We used a Parametric Empirical Bayes model to compare effective connectivity between patients with MDD and controls. RESULTS: We included 48 patients and 44 healthy controls in our analyses. Both groups showed higher accuracy and faster reaction time in the shape-matching condition than in the face-matching condition. However, no significant behavioural or brain activation differences were found between the groups. Using DCM, we found that, compared with controls, patients with MDD showed decreased self-connection in the right dorsolateral prefrontal cortex (DLPFC), amygdala, and fusiform face area (FFA) across task conditions; increased intrinsic connectivity from the right amygdala to the bilateral DLPFC, right FFA, and left amygdala, suggesting an increased intrinsic connectivity centred in the amygdala in the right side of the face-processing systems; both increased and decreased positive intrinsic connectivity in the left side of the face-processing systems; and comparable task modulation effect on connectivity. LIMITATIONS: Our study did not include longitudinal neuroimaging data, and there was limited region of interest selection in the DCM analysis. CONCLUSION: Our findings provide evidence for a complex pattern of alterations in the face-processing systems in patients with MDD, potentially involving the right amygdala to a greater extent. The results confirm some previous findings and highlight the crucial role of the regions on both sides of face-processing systems in the pathophysiology of MDD.


Amygdala , Depressive Disorder, Major , Facial Recognition , Magnetic Resonance Imaging , Humans , Depressive Disorder, Major/physiopathology , Depressive Disorder, Major/diagnostic imaging , Male , Female , Adult , Facial Recognition/physiology , Amygdala/diagnostic imaging , Amygdala/physiopathology , Brain/diagnostic imaging , Brain/physiopathology , Neural Pathways/physiopathology , Neural Pathways/diagnostic imaging , Bayes Theorem , Young Adult , Brain Mapping , Facial Expression , Middle Aged , Reaction Time/physiology
17.
BMC Psychiatry ; 24(1): 334, 2024 May 02.
Article En | MEDLINE | ID: mdl-38698338

BACKGROUND: This study aimed to explore the gut microbiota and inflammatory factor characteristics in major depressive disorder (MDD) patients with anorexia and to analyze the correlation between gut microbiota and inflammatory factors, anorexia, and HAMD scores. METHODS: 46 MDD patients and 46 healthy controls (HC) were included in the study. The 46 MDD patients were divided into two groups according to whether they had anorexia:20 MDD without anorexia (MDA0 group) and 26 MDD with anorexia (MDA1 group). We used the Hamilton Depression Scale-24 (HAMD-24) to evaluate the depression status of all participants and 16 S ribosomal RNA (16 S rRNA)sequencing to evaluate the composition of the gut microbiota. Inflammatory factors in peripheral blood such as C-reactive protein (CRP) were detected using enzyme-linked immunosorbent assay (ELISA). Spearman's correlation analysis was used to evaluate the correlation between gut microbiota and inflammatory factors, HAMD scores, and anorexia. RESULTS: 1). CRP was significantly higher in the MDA0, MDA1, than HC. 2). An analysis of α-diversity shows: the Simpson and Pielou indices of the HC group are higher than the MDA1 group (P < 0.05). 3). The ß-diversity analysis shows differences in the composition of microbial communities between the MDA0, MDA1, and HC group. 4). A correlation analysis showed that Blautia positively correlated with anorexia, HAMD scores, and CRP level, whereas Faecalibacterium, Bacteroides, Roseburia, and Parabacteroides negatively correlated with anorexia, HAMD scores, and CRP level. 5). The receiver operating characteristic (ROC) curve was drawn using the differential bacterial genera between MDD patients with or without anorexia as biomarkers to identify whether MDD patients were accompanied with anorexia, and its area under curve (AUC) was 0.85. The ROC curve was drawn using the differential bacterial genera between MDD patients with anorexia and healthy controls as biomarkers to diagnose MDD patients with anorexia, with its AUC was 0.97. CONCLUSION: This study suggested that MDD patients with anorexia had a distinct gut microbiota compared to healthy individuals, with higher level of CRP. Blautia was more abundant in MDD patients with anorexia and positively correlated with CRP, HAMD scores, and anorexia. The gut microbiota might have influenced MDD and anorexia through the inflammatory factor CRP.


Anorexia , C-Reactive Protein , Depressive Disorder, Major , Gastrointestinal Microbiome , Humans , Gastrointestinal Microbiome/physiology , Depressive Disorder, Major/blood , Depressive Disorder, Major/microbiology , Female , Adult , Male , C-Reactive Protein/analysis , C-Reactive Protein/metabolism , Anorexia/microbiology , Anorexia/blood , Inflammation/blood , Middle Aged , Case-Control Studies , RNA, Ribosomal, 16S/genetics , Young Adult
18.
Science ; 384(6698): eadh3707, 2024 May 24.
Article En | MEDLINE | ID: mdl-38781393

The molecular pathology of stress-related disorders remains elusive. Our brain multiregion, multiomic study of posttraumatic stress disorder (PTSD) and major depressive disorder (MDD) included the central nucleus of the amygdala, hippocampal dentate gyrus, and medial prefrontal cortex (mPFC). Genes and exons within the mPFC carried most disease signals replicated across two independent cohorts. Pathways pointed to immune function, neuronal and synaptic regulation, and stress hormones. Multiomic factor and gene network analyses provided the underlying genomic structure. Single nucleus RNA sequencing in dorsolateral PFC revealed dysregulated (stress-related) signals in neuronal and non-neuronal cell types. Analyses of brain-blood intersections in >50,000 UK Biobank participants were conducted along with fine-mapping of the results of PTSD and MDD genome-wide association studies to distinguish risk from disease processes. Our data suggest shared and distinct molecular pathology in both disorders and propose potential therapeutic targets and biomarkers.


Depressive Disorder, Major , Genome-Wide Association Study , Prefrontal Cortex , Stress Disorders, Post-Traumatic , Systems Biology , Humans , Depressive Disorder, Major/genetics , Stress Disorders, Post-Traumatic/genetics , Prefrontal Cortex/metabolism , Male , Brain , Female , Adult , Gene Regulatory Networks , Middle Aged , Neurons/metabolism , Biomarkers/blood , Amygdala
19.
Crit Rev Ther Drug Carrier Syst ; 41(6): 57-88, 2024.
Article En | MEDLINE | ID: mdl-38804554

Major depressive disorder is considered one of the most common and prevalent diseases worldwide, affecting children, adults, and the elderly. Currently, several antidepressant drugs are available on the market, but the low adherence of patients due to the slow therapeutic response is a problem to be solved. In this way, cyclodextrins become an alternative to circumvent the limitations and improve the physicochemical and pharmacological properties of this class of drugs. Thus, the objective of this work is to carry out a current review of patents associating antidepressant drugs and cyclodextrins. The patent search was performed in two patent databases, the World Intellectual Property Organization and the European Patent Office using terms in the title and abstract fields and the international patent classification code for antidepressant drugs. In the end, 27 patent documents were selected and divided into three classifications, physical-chemical characterization study, pre-clinical in vivo trials, and clinical trials. The scientific evidence found in the patents considers the use of cyclodextrins as an important alternative to improve the therapeutic and physicochemical properties of antidepressant drugs, among the main improved properties are, solubility, stability, masking taste and odor, bioavailability.


Antidepressive Agents , Cyclodextrins , Patents as Topic , Antidepressive Agents/chemistry , Antidepressive Agents/pharmacology , Antidepressive Agents/administration & dosage , Cyclodextrins/chemistry , Humans , Animals , Solubility , Depressive Disorder, Major/drug therapy , Biological Availability , Drug Stability
20.
Am Fam Physician ; 109(5): 410-416, 2024 May.
Article En | MEDLINE | ID: mdl-38804755

Treatment-resistant depression is defined as absence of remission despite trials of two or more antidepressant medications and can occur in up to 31% of patients with major depressive disorder. Partial response to treatment is defined as less than 50% reduction in depression-rating scores. Before diagnosing treatment-resistant depression or partial response to treatment, adherence to adequate doses and duration of medications should be confirmed. Management strategies include adding psychotherapy, switching antidepressant medication class, or augmenting with additional medications. Current guidelines recommend augmentation with a second-generation antidepressant, an atypical antipsychotic, tricyclic antidepressants, lithium, or a triiodothyronine medication as pharmacologic options. Ketamine and esketamine can also be used as augmentation for treatment-resistant depression and may help reduce suicidal ideation. Electroconvulsive therapy and repetitive transcranial magnetic stimulation may be effective. Pharmacogenetic testing has limited evidence and is not recommended. Nonpharmacologic therapies include psychotherapy, exercise, and focused dietary changes.


Antidepressive Agents , Depressive Disorder, Treatment-Resistant , Humans , Depressive Disorder, Treatment-Resistant/therapy , Depressive Disorder, Treatment-Resistant/drug therapy , Depressive Disorder, Treatment-Resistant/diagnosis , Antidepressive Agents/therapeutic use , Psychotherapy/methods , Depressive Disorder, Major/therapy , Depressive Disorder, Major/drug therapy , Electroconvulsive Therapy/methods , Combined Modality Therapy
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