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OBJECTIVE: Robust research has established that preexisting physical and mental health conditions increase risk for adverse psychiatric outcomes after disasters. However, it is unclear if increased risk is independent of disaster exposure, and most studies have relied on retrospective reports of pre-disaster functioning. METHODS: In a pre-post sample of high-risk Puerto Rican adults (N = 361) who experienced Hurricanes Irma and Maria, we assessed: 1) whether indicators of pre-disaster depression and physical health conditions were associated with posttraumatic stress disorder (PTSD) and major depressive disorder (MDD) symptoms; and 2) whether the effects of pre-disaster depression and physical health conditions on PTSD and MDD symptoms were indirect via disaster exposure or had exacerbated the effects of disaster exposure on PTSD and MDD symptoms. RESULTS: Pre-disaster depression and physical health problems were significantly associated with higher post-disaster MDD symptoms (B = 1.50, SE = 0.36, p < .001, and B = 0.21; SE = 0.09, P = 0.016), but not PTSD symptoms. Indirect effects of pre-disaster depression and physical health symptoms via disaster exposure were non-significant, and neither moderated the association of disaster exposure on PTSD and MDD symptoms. CONCLUSIONS: Research is needed to understand other pathways through which pre-disaster health conditions predict post-disaster mental health.

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Cumulating evidence suggests that nature-based interventions may alleviate depression, but the association between engagement in nature-based activities and specific depressive symptoms remains unknown. We conducted a cross-sectional study to investigate how Major Depressive Disorder (MDD) symptom criteria relate to engagement in nature-based recreation (any nature-based activities, forest-based activities, gardening, nature-based adventure activities) among American (n = 606), Spanish (n = 438), and Brazilian (n = 448) adults (≥ 18 years old). People who reported engaging in any nature-based activities at least once per month reported experiencing all nine symptom criteria for MDD (e.g., anhedonia, feeling depressed or hopeless, sleep problems, trouble concentrating, and suicidal ideation) at lower rates than those who did not participate in nature-based recreation as frequently. Results were relatively consistent across countries and types of nature-based activities, suggesting that many forms of nature-based recreation are negatively correlated with the nine symptom criteria for MDD. The associations tended to be weaker overall among Spanish respondents. Nature-based recreation appeared to have a stronger inverse relationship with suicidal ideation than with other depressive symptoms. The cross-sectional design of this study limits the causal interpretation of the observed associations. If future experimental studies confirm our findings, practitioners across different countries can consider recommending participation in nature-based recreation to alleviate their clients' MDD symptoms.

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Social comparisons are a core feature of human life. Theories posit that social comparisons play a critical role in depression and social anxiety triggering negative evaluations about the self, as well as negative emotions. We investigated the neural basis of social comparisons in participants with major depression and/or social anxiety (MD-SA, n = 56) and healthy controls (n = 47) using functional magnetic resonance imaging. While being scanned participants performed a social comparison task, during which they received feedback about their performance and the performance of a coplayer. Upward social comparisons (being worse than the coplayer) elicited high levels of negative emotions (shame, guilt, and nervousness) across participants, with this effect being enhanced in the MD-SA group. Notably, during upward comparison the MD-SA group showed greater activation than the control group in regions of the default mode network (DMN). Specifically, for upward comparison MD-SA participants demonstrated increased activation in the dorsomedial prefrontal cortex and reduced deactivation in the posteromedial cortex, regions linked to self-referential processing, inferences about other people's thoughts, and rumination. Findings suggest that people with depression and social anxiety react to upward comparisons with a more negative emotional response, which may be linked to introspective processes related to the DMN.

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ABSTRACT: Lifetime history of suicide attempts is associated with inflammatory mechanisms, severity of depressive symptoms, and childhood trauma. This cross-sectional study enrolled 54 suicide attempters and 154 nonsuicide attempters. All individuals were assessed through a questionnaire, a structured clinical interview, scales, anthropometric measures, and laboratory biomarkers. Individuals with a history of lifetime suicide attempts showed significant positive correlations regarding soluble tumor necrosis factor receptor 1 and severity of depressive symptoms (p = 0.013), interleukin-1 receptor antagonist and severity of depressive symptoms (p = 0.04), and absenteeism from work and childhood physical abuse (p = 0.012). Suicide attempters also experienced more childhood trauma (sexual abuse, physical abuse, emotional abuse, emotional neglect, and physical neglect) compared with nonsuicide attempters. IL-4 levels were significantly lower in individuals who attempted suicide than in nonsuicidal individuals. Lifetime suicide attempts in major affective disorders were associated with childhood trauma and proinflammatory and anti-inflammatory cytokines.

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The use of digital means of communication and socialization among young people brings with it new stressors, risks, and forms of ag- gression, such as cyberbullying. AIM: To evaluate the relationship between cyberbullying and major depressive symptoms in young Chileans between 15 and 29 years. METHODS: Survey through the StatKnows platform. Sampling was probabilistic and stratified with allocation proportional to the size of biphasic selection. The sample and the data were accessed virtually, respecting the bioethical standards of research with humans. RESULTS: At all ages studied, the probability of experiencing depressive symptoms increases as levels of cyber aggression do, especially in the group between 19 and 24 years. CONCLUSIONS: The results reflect various factors of emerging adulthood that make this group more vulnerable, emphasizing the importance of studying the phenomenon at non-school ages since this form of aggression is not exclusive to adolescence, and neither are its effects on mental health.

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INTRODUCTION: The development of depression after myocardial infarction is associated with a 2- to 2.5-fold increased risk of all-cause mortality, cardiovascular mortality, and cardiovascular events. The objective of this study was to investigate, through a broad search of the literature, whether major depression is associated with worse psychiatric outcomes in middle-aged patients with myocardial ischemia. METHODS: An extensive search for studies on the association between major depression and myocardial ischemia was conducted in the PubMed, Embase, PsycINFO, and Web of Science databases. Randomized clinical trials of middle-aged patients with myocardial ischemia and concomitant depressive symptoms were included. RESULTS: The 14 articles included in this systematic review did not confirm an association between myocardial ischemia and depression with worse psychiatric outcomes in middle-aged patients. However, worse cardiovascular outcomes have been observed in patients with depression after myocardial infarction. CONCLUSIONS: The findings of this study suggest that major depression increases cardiovascular risk in patients after acute myocardial infarction, possibly because of a more pronounced increase in inflammatory markers. REGISTRATION: This systematic review was registered in the International Prospective Registry of Systematic Reviews (PROSPERO) under the number CRD: 511650.

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Introducción: el bienestar de una embarazada debe considerarse de manera integral desde el punto de vista biológico, mental y social. Objetivos: determinar la frecuencia de episodio depresivo mayor actual (EDMA), EDM recidivante (EDMR) y trastorno de ansiedad generalizada actual (TAGA) en embarazadas, asociar esas frecuencias con factores sociodemográficos y con acontecimientos vitales estresantes (AVE) en el embarazo. Metodología: se realizó un estudio descriptivo, transversal, a 67 embarazadas en un hospital público de San Miguel de Tucumán, en el año 2022. Se aplicaron una encuesta, la Mini International Neuropsychiatric Interview y una escala breve de AVE. Se solicitó consentimiento informado escrito, garantizando confidencialidad y anonimato. Se realizó análisis de asociación considerando significativo p ≤ 0,05. Resultados: la edad promedio fue de 28 ± 5,93 años. El 6% (4) informó tener antecedentes personales y el 10% (7) antecedentes familiares de problemas de salud mental. Asimismo, el 19% (13) de las participantes presentó TA GA, mientras que el 51% (34) presentó EDMA y de estos el 29% (10) era un episodio recidivante. Se encontró asociación significativa entre la frecuencia de TAGA y cantidad de AVE durante el embarazo (p = 0,018), pero no se encontró dicha asociación entre TDMA y AVE (p = 0,091). Así también, se observó asociación significativa entre TAGA y cantidad de hijos (p = 0,013).Discusión: los valores observados de trastorno de ansiedad generalizada actual y episodio depresivo mayor actual en embarazadas coinciden con la bibliografía a nivel mundial. La asociación significativa entre trastorno de ansiedad y acontecimientos vitales estresantes destaca la importancia de considerar el estrés en la salud mental materna. Conclusión: la frecuencia elevada de psicopatologías encontradas resalta la necesidad de diseñar, en atención primaria, estrategias de intervención para promover un embarazo saludable; estas podrían incluir la aplicación de instrumentos breves, como los empleados en este estudio, para tamizaje (screening) de psicopatologías. (AU)

Introduction: The well-being of a pregnant woman must beconsidered holistically from abiological, mentaland social point of view. The objectives of this study were to determine the frequency of Current Major Depressive Episode (CMDE), Recurrent Major Depressive Episode (RMDE), and Current Generalized Anxiety Disorder (CGAD) in pregnant women; to associate these frequencies with sociodemographic factors; and to examine the association with Stressful Life Events (SLE) during pregnancy. Methodology: A descriptive cross-sectional study was conducted on 67 pregnant women in a public hospital in San Miguel de Tucumán in the year 2022. A survey, the Mini International Neuropsychiatric Interview, and a brief SLE scale were administered. Written informed consent was obtained, ensuring confidentiality and anonymity. Association analysis was performed considering p≤0.05 as significant. Results: The average age was 28±5.93 years. Six percent (4) reported a personal history, and 10% (7) reported a family history of mental health problems. Additionally, 19% (13) of participants exhibited CGAD, while 51% (34) presented CMDE, with 29% (10) being recurrent episodes. A significant association was found between the frequency of CGAD and the number of SLE during pregnancy (p=0.018), whereas no such association was found between CMDE and SLE (p=0.091). Furthermore, a significant association was observed between CGAD and the number of children (p=0.013).Discussion: The observed values of Current Generalized Anxiety Disorder and Current Major Depressive Episode in pregnant women coincides with the literature worldwide. The significant association between Anxiety Disorder and Stressful Life Events highlights the importance of considering stress in maternal mental health. Conclusion: The high frequency of psychopathologies emphasizes the need to design primary care interventions to promote a healthy pregnancy. These interventions could include the use of brief instruments, as employed in this study, for screening psychopathologies. (AU)

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Previous meta-analyses have documented the association of immune-inflammatory pathways with the pathophysiology of Major Depressive Episode (MDE), as reflected by alterations in peripheral blood immune cell counts. However, it remains unclear whether these immunological changes are distinct in individuals experiencing suicidal ideation (SI) or suicidal behavior (SB), beyond the context of an MDE. This systematic review and meta-analysis aimed to examine peripheral immune cell profiles across samples with SI/SB and compare them to healthy controls or patients with MDE. A systematic literature search was conducted in MEDLINE, Embase, and PsycINFO for articles published from inception until June 12, 2023. Two independent reviewers screened the articles for inclusion, extracted data, and assessed the risk of bias using the Newcastle-Ottawa scale. Meta-analyses were performed using a random-effects model to calculate standardized mean differences (SMDs) and 95% confidence intervals (CIs) for immune cell counts or ratios between groups with and without SI/SB. Heterogeneity across studies was assessed using the restricted maximum-likelihood estimator for tau statistic and I2-statistic and tested by the Q test. Publication bias was evaluated using the Egger´s test and funnel plots. Meta-regression analyses were conducted to explore the potential moderating effects of age, gender, current or lifetime SI/SB, and the type of self-harming behavior (SI or SB). The study was registered with PROSPERO (CRD42023433089). The systematic review included 30 studies, with data from 19 studies included in the meta-analyses comprising 139 unique comparisons. Eleven different cell populations or ratios were included, comprising 1973 individuals with SI/SB and 5537 comparison subjects. White blood cell (WBC) and neutrophil counts were higher in individuals with SI/SB than in controls (WBC: SMD = 0.458; 95% CI = 0.367-0.548; p value ≤ 0.001; I2 = 0.002% and; Neutrophils: SMD = 0.581; 95% CI = 0.408-0.753; p < 0.001), indicating an inflammatory process. The neutrophil-to-lymphocyte ratio (NLR) emerged as a potential marker, demonstrating a notable elevation in individuals with SI/SB (SMD = 0.695; 95% CI = 0.054-1.335; p value = 0.033; I2 = 94.281%; Q test p value ≤ 0.001). The elevated NLR appears to be primarily driven by the increase in neutrophil counts, as no significant differences were found in lymphocyte counts between groups. Comparisons among participants with and without SI/SB and depression revealed similar trends with increased NLR, monocyte-to-lymphocyte ratio (MLR), and platelet-to-lymphocyte ratio (PLR) observed in depressed individuals with SI/SB compared to those without SI/SB. Broad alteration in the peripheral immune cell populations and their ratios were observed in individuals with SI/SB, indicating an immune activation or dysfunction. Notably, these immunological changes were also evident when comparing MDE individuals with and without SI/SB, suggesting that such immune dysfunction associated with suicidality cannot be solely attributed to or explained by depressive symptoms. The NLR, MLR, and PLR ratios, in combination with novel immune cellular and protein biomarkers, open new avenues in understanding the immunological underpinnings of SI/SB. These findings highlight the potential utility of immune markers as part of a multi-modal approach for risk stratification and therapeutic monitoring in SI/SB.

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BACKGROUND: Depression is one of the most prevalent mental health conditions in the world. However, the heterogeneity of depression has presented obstacles for research concerning disease mechanisms, treatment indication, and personalization. The current study used network analysis to analyze and compare profiles of depressive symptoms present in community samples, considering the relationship between symptoms. METHODS: Cross-sectional measures of depression using the Patient Health Questionnaire - 9 items (PHQ-9) were collected from community samples using data from participants scoring above a clinical threshold of ≥10 points (N = 2,023; 73.9% female; mean age 49.87, SD = 17.40). Data analysis followed three steps. First, a profiling algorithm was implemented to identify all possible symptom profiles by dichotomizing each PHQ-9 item. Second, the most prevalent symptom profiles were identified in the sample. Third, network analysis for the most prevalent symptom profiles was carried out to identify the centrality and covariance of symptoms. RESULTS: Of 382 theoretically possible depression profiles, only 167 were present in the sample. Furthermore, 55.6% of the symptom profiles present in the sample were represented by only eight profiles. Network analysis showed that the network and symptoms' relationship varied across the profiles. CONCLUSIONS: Findings indicate that the vast number of theoretical possible ways to meet the criteria for major depressive disorder (MDD) is significantly reduced in empirical samples and that the most common profiles of symptoms have different networks and connectivity patterns. Scientific and clinical consequences of these findings are discussed in the context of the limitations of this study.

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Major Depressive Disorder (MDD) is a global problem. Currently, the most common diagnosis is based on criteria susceptible to the subjectivity of the patient and the clinician. A possible solution to this problem is to look for diagnostic biomarkers that can accurately and early detect this mental condition. Some researchers have focused on electroencephalogram (EEG) analysis to identify biomarkers. In this study we used a dataset composed of EEG recordings from 24 subjects with MDD and 29 healthy controls (HC), during the execution of affective priming tasks with three different emotional stimuli (images): fear, sadness, and happiness. We investigated abnormalities in depressed patients using a novel technique, by directly comparing Event-Related Potential (ERP) waveforms to find statistically significant differences between the MMD and HC groups. Compared to the control group (healthy subjects), we found out that for the emotions fear and happiness there is a decrease in cortical activity at temporal regions in MDD patients. Just the opposite, for the emotion sadness, an increase in MDD brain activity occurs in frontal and occipital regions. Our findings suggest that emotions regulate the attentional control of cognitive processing and are promising for clinical application in diagnosing patients with MDD more objectively.

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OBJECTIVE: To examine whether objective sleep parameters are associated with cognitive function (CF) in patients with major depressive disorder (MDD) with chronic insomnia (CI) and whether the severity of these disorders is related to CF. METHOD: Thirty patients with MDD with CI attending a tertiary care institution underwent two consecutive nights of polysomnographic (PSG) recording and a battery of neuropsychological tests, which included episodic memory, sustained attention, working memory, and executive function. The severity of MDD and CI was assessed by clinical scales. We examined the relationship between PSG parameters and CF, as well as whether the severity of the disorders is related to CF. RESULTS: Linear regression analysis revealed that total sleep time (TST) was positively associated with higher learning and recall of episodic memory, as well as better attention. Slow-wave sleep (SWS) showed a positive association with better working memory. Furthermore, wake after sleep onset (WASO) was negatively associated with episodic memory and lower attention. No significant relationships were found between the severity of MDD or CI with CF. CONCLUSION: Both sleep duration and depth are positively associated with several aspects of CF in patients with MDD with CI. Conversely, a lack of sleep maintenance is negatively related to CF in these patients. These findings could help identify modifiable therapeutic targets to reduce CF impairment.

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INTRODUCTION: Identifying affective temperaments could be useful both for understanding the normal behavioral variations in the general population and to establish if there is a clinical predisposition to certain disorders. Five affective temperaments have been proposed: depressive, cyclothymic, hyperthymic, irritable and anxious. Original instrument for measuring them (TEMPS-A) is a 110-item scale but many short versions in different languages have been validated. The aim of this study was to obtain a short self-administered Spanish version of TEMPS-A with good psychometric properties. MATERIALS AND METHODS: A sample of 550 students who answered the argentinean version of TEMPS-A was included, after psychometric analysis a comparison between inpatients with major depression and their matched controls by sex and age who answered the brief version was performed to get an external validation. RESULTS: The sample was composed by 298 (54.2%) women. The mean age was 23.3 year (SD=6.2). A forced five factor analysis was performed. The 7 items with the highest factorial load (more than 0.350) for each subscale were included in the brief version. The Cronbach alpha's ranged from 0.690 to .800. The most prevalent temperament was hyperthymic followed by cyclothymic for students sample. Similarities between students and controls sample were observed, but not with patients with major depression. CONCLUSIONS: This brief Spanish version of TEMPS-A (35 items) has good psychometric properties and can be used in general and clinical population.

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OBJECTIVE: The aim of this exploratory study was to compare the neurocognitive performance of patients undergoing melancholic and non-melancholic major depressive episodes. Considering potential limitations of the Diagnostic and Statistical Manual of Mental Disorders (5th ed.) specifier, we employed an additional tool that has proven useful in identifying melancholia (the Sydney Melancholia Prototype Index). METHODS: One hundred forty-one depressed inpatients were classified as melancholic or non-melancholic according to the Sydney Melancholia Prototype Index and the Diagnostic and Statistical Manual of Mental Disorders (5th ed.) criteria and compared on a neurocognitive battery selected to assess attention and processing speed, verbal memory, working memory and executive functions. Results were controlled for several potential confounders. RESULTS: Patients diagnosed as melancholic by the two diagnostic systems displayed lower scores in executive measures, semantic verbal fluency and phonological verbal fluency. On attention and processing speed, patients with melancholia underperformed those with non-melancholic depression only when diagnosed by the Sydney Melancholia Prototype Index. After controlling for confounders, associations between melancholic status and executive dysfunction remained significant for the Sydney Melancholia Prototype Index but not for the Diagnostic and Statistical Manual of Mental Disorders (5th ed.) diagnosis. CONCLUSION: In this study, melancholia diagnosed by the Sydney Melancholia Prototype Index (but not by the Diagnostic and Statistical Manual of Mental Disorders [5th ed.] criteria) was characterized by a greater compromise of tests assessing executive functions than non-melancholic depressions, even after controlling for depressive severity. These preliminary results might contribute to generating hypotheses about differences in the cognitive profile and pathophysiological substrate between melancholic and non-melancholic depressions. Likewise, the pattern of findings supports the hypothesis that the Diagnostic and Statistical Manual of Mental Disorders (5th ed.) melancholia specifier might identify more severe forms of depressive episodes rather than a qualitatively different subtype.

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A suitable enriched environment favors development but can also influence behavior and neuronal circuits throughout development. Studies have shown that environmental enrichment (EE) can be used as an essential tool or combined with conventional treatments to improve psychiatric and neurological symptoms, including major depressive disorder (MDD) and autism spectrum disorder (ASD). Both disorders affect a significant percentage of the wofrld's population and have complex pathophysiology. Moreover, the available treatments for MDD and ASD are still inadequate for many affected individuals. Experimental models demonstrate that EE has significant positive effects on behavioral modulation. In addition, EE has effects on neurobiology, including improvement in synaptic connections and neuroplasticity, modulation of neurotransmissions, a decrease in inflammation and oxidative stress, and other neurobiology effects that can be involved in the pathophysiology of MDD and ASD. Thus, this review aims to describe the leading behavioral and neurobiological effects associated with EE in MDD and ASD.

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BACKGROUND: Subjective well-being (SWB) can be defined as a self-report evaluation that reflects the satisfaction, and emotional level, over several social and personal indicators. Alterations in these indicators could become risk factors (RF) for major depressive disorder (MDD), but this association has not been studied at women's life stages such as the perimenopause onset, despite its increasing prevalence for depressive symptomatology. Therefore, the aim of this study was to identify if SWB's alterations determine RF for MDD during the perimenopause. METHODS: An analytical cross-sectional study was realized in 252 Mexican women with perimenopause's age range (48 ± 1.7) and menopausal symptomatology, treated on Medical Units belonging to Jalisco's 13th Health-Region. We applied the INEGI's Basic Self-Reported Wellbeing Survey (BIARE) that measured 30 SWB's indicators. To identify MDD's presence, the Beck's Depression Inventory-II (BDI-II) was applied. The sample was studied with associative analysis, along with logistic regression models, to determine adjusted odds ratio (aOR) and corresponding 95% confidence interval (95% CI). RESULTS: Trough the BDI-II we identified 40.5% women with MDD. When compared with the undepressed group we found lower scores in all the SWB's indicators, along with significant associations for depressive symptomatology. However, the logistic regression allowed us to identify significant RF when the women specifically reported personal life-dissatisfaction (aOR 9.6, 95% CI 1.90-17.68), emotional imbalances between happiness/sadness (aOR 7.1, 95% CI 1.49-13.57) and concentration/boredom (aOR 6.7, 95% CI 1.43-13.48); free-time dissatisfaction (aOR 5.5, 95% CI 1.17-5.70), public security unconformity (aOR 5.4, 95% CI 2.20-11.3), and sense of purposelessness (aOR 4.2, 95% CI 1.07-19.41). CONCLUSION: The main objective of the study was to determine if SWB's alterations are RF for depressive symptomatology, finding that social indicators with low scores are associated with MDD by means of aOR -Which were higher when compared to international research studies. Considering this, we suggest that more studies should be implemented, in order to understand and correctly attend the women's social conditions during their perimenopause transition.

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Robbery is one of the most common urban crimes, but little is known about its relationship with mental disorders in young adults. This study aimed to assess the relationship between robbery victimization and Major Depressive Disorder (MDD), Generalized Anxiety Disorder (GAD) and comorbidity between MDD and GAD at 30 years of age. A birth cohort study has followed all children born in the city of Pelotas, southern Brazil, since 1982. At ages 23 and 30 years, participants were interviewed and asked about lifetime and recent experiences of robbery. Covariates were measured in interviews between birth and age 30 years. MDD and GAD were measured using the MINI-International Neuropsychiatric Interview. Adjusted prevalence ratio (aPR) and corresponding 95% confidence interval (CI) for associations between robbery and mental disorders were calculated using Poisson regression with robust standard error. Of 3,701 cohort members interviewed at age 30 years, 42% reported robbery victimization during their lifetime. Victimization across three periods (lifetime, past 10 years, past 12 months) was associated with increased occurrence of MDD, GAD, as well as the MDD and GAD comorbidity. The strongest associations were found to robbery occurring in the previous 12 months with the MDD and GAD comorbidity, both for burglary at home (aPR 2.52; 95% CI 1.52-4.22) or community family victimization (aPR 2.10; 95% CI 1.34-3.27). These findings highlight the importance of community violence for mental health in young adulthood, and the need for public policies to prevent violence as well as support services for victims to mitigate its adverse health consequences.

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Ketamine is a fast-acting anesthetic with hypnotic properties. Moreover, could potentially improve affective symptoms in patients with refractory depressive disorder. Objective. explore the scientific literature available until December 10, 2021, about the efficacy and safety of ketamine in patients with treatment-refractory major depressive disorder. Material and methods. Scoping review that included PubMed and Scopus. Records of clinical trials and publications with empirical data in English and Spanish were included.

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BACKGROUND: Transcranial electrical stimulation (tES) is considered effective and safe for depression, albeit modestly, and prone to logistical burdens when performed in external facilities. Investigation of portable tES (ptES), and potentiation of ptES with remote psychological interventions have shown positive, but preliminary, results. RESEARCH DESIGN: We report the rationale and design of an ongoing multi-arm, randomized, double-blind, sham-controlled clinical trial with digital features, using ptES and internet-based behavioral therapy (iBT) for major depressive disorder (MDD) (NCT04889976). METHODS: We will evaluate the efficacy, safety, tolerability and usability of (1) active ptES + active iBT ('double-active'), (2) active ptES + sham iBT ('ptES-only'), and (3) sham ptES + sham iBT ('double-sham'), in adults with MDD, with a Hamilton Depression Rating Scale - 17 item version (HDRS-17) score ≥ 17 at baseline, during 6 weeks. Antidepressants are allowed in stable doses during the trial. RESULTS: We primarily co-hypothesize changes in HDRS-17 will be greater in (1) 'double-active' compared to 'ptES-only,' (2) 'double-active' compared to 'double-sham,' and (3) 'ptES-only' compared to 'double-sham.' We aim to enroll 210 patients (70 per arm). CONCLUSIONS: Our results should offer new insights regarding the efficacy and scalability of combined ptES and iBT for MDD, in digital mental health.

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Bereavement exclusion (BE) is a criterion for excluding the diagnosis of major depressive disorder (MDD). Simplistically, this criterion states that an individual who reports MDD symptoms should not be diagnosed as suffering from this mental illness, if such an individual is grieving a sorrowful loss. BE was introduced in 1980 to avoid confusing MDD with normal grief, because several cognitive and physical symptoms of grief and depression can look similar. However, in 2013, BE was removed from the MDD diagnosis guidelines. Here, this controversial topic is computationally investigated. A virtual population is generated according to the Brazilian data of death rate and MDD prevalence and its five kinds of individuals are clustered by using a Kohonen's self-organizing map (SOM). In addition, by examining the current guidelines for diagnosing MDD from an analytical perspective, a slight modification is proposed. With this modification, an adequate clustering is achieved by the SOM neural network. Therefore, for mathematical consistency, unbalanced scores should be assigned to the items composing the MDD diagnostic criteria. With the proposed criteria, the co-occurrence of normal grief and MDD can also be satisfactorily clustered.