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Recent advancements in neurophysiological recording technologies have led to significant complexities in managing large-scale neural data, creating potential bottlenecks in the storage, sharing, and processing within the neuroscience community. To address these challenges, we developed the Big Neuronal Data Framework (BNDF), a distributed high-performance computing (HPC) solution. BNDF leverages open-source big data frameworks, Hadoop and Spark, to offer a flexible and scalable architecture. We tested BNDF on three large-scale electrophysiological datasets from nonhuman primate brains, demonstrating improved runtimes and scalability due to its distributed design. In comparative analyses against MATLAB, a widely used platform, BNDF showcased over five times faster performance in spike sorting, a common task in neuroscience. This significant speed advantage highlights BNDF’s potential to enhance the efficiency of neural data processing and analysis, making it a valuable tool for researchers navigating the complexities of modern neural datasets. Overall, BNDF represents a promising approach to streamline the handling of extensive neural data in the field of neuroscience.

Objective: This study aims to explore the impact of spiritual intelligence and family cohesion on youth addiction prevention. Methods: A comprehensive review of the literature was conducted using peer-reviewed journal articles, books, and authoritative reports published between 2000 and 2024. Databases such as PubMed, PsycINFO, Scopus, and Google Scholar were searched using keywords related to spiritual intelligence, family cohesion, and youth addiction. Inclusion criteria focused on studies examining the relationship between these variables and their role in substance abuse prevention among adolescents and young adults. Findings: The review identified several protective mechanisms through which spiritual intelligence contributes to resilience, such as self-awareness, moral integrity, and emotional regulation. Similarly, family cohesion, characterized by effective communication, emotional support, and strong parental bonds, was found to significantly reduce the risk of substance abuse in youth. An interactive effect was observed, where spiritual intelligence and family dynamics together enhanced adolescents’ ability to cope with stress and peer pressure, minimizing the likelihood of engaging in addictive behaviors. Conclusion: Spiritual intelligence and family cohesion are crucial protective factors in preventing youth addiction. Early interventions that focus on fostering spiritual intelligence and strengthening family relationships can effectively reduce addiction risk. The article emphasizes the need for educational programs and community-based initiatives to promote these protective factors from adolescence.

Objective: This study aimed to examine the direct and indirect relationships between spousal support and marital satisfaction, with gratitude expression as a mediating variable. Methods and Materials: A descriptive correlational design was employed with 370 married individuals from Armenia, selected based on the Morgan and Krejcie sampling table. Data were collected using standardized instruments for marital satisfaction, spousal support, and gratitude expression. Analyses were conducted in two stages: Pearson correlation analysis in SPSS-27 to examine bivariate associations, and Structural Equation Modeling (SEM) in AMOS-21 to test the hypothesized mediating model. Model fit was evaluated using established indices, including χ²/df, GFI, AGFI, CFI, TLI, and RMSEA. Findings: Pearson correlations revealed that spousal support was significantly associated with both marital satisfaction (r = .58, p < .001) and gratitude expression (r = .51, p < .001), while gratitude expression was also correlated with marital satisfaction (r = .46, p < .001). SEM demonstrated acceptable model fit (χ²/df = 1.93, GFI = 0.93, AGFI = 0.91, CFI = 0.96, TLI = 0.95, RMSEA = 0.049). Direct effects showed that spousal support positively predicted marital satisfaction (β = 0.37, p < .001) and gratitude expression (β = 0.44, p < .001), while gratitude expression also predicted marital satisfaction (β = 0.29, p = .001). The indirect effect of spousal support on marital satisfaction through gratitude expression was significant (β = 0.13, p = .002), confirming partial mediation. Conclusion: Findings underscore the dual importance of supportive behaviors and gratitude expression in shaping marital satisfaction. Spousal support enhances satisfaction both directly and indirectly by fostering gratitude, suggesting that couples who both provide support and express appreciation are more likely to sustain fulfilling relationships.

Objective: Experiencing stress and emotional disturbances due to ending and separating from a romantic relationship is one of the most painful events for some people. We aimed to evaluate a repetitive transcranial direct current stimulation (tDCS) protocol on a girl experiencing an unmarried relationship break-up.Methods: We aimed to evaluate a tDCS protocol to the left dorsolateral prefrontal cortex (DLPFC) (10 sessions, 2 mA current intensity for 20 minutes, one session each day) on a girl experiencing an unmarried relationship break-up (In Iran, the year 2022). In order to evaluate the effect of this protocol, the assessment of love trauma (Love Trauma Inventory (LTI), depression (Beck Depression Inventory (BDI-II), anxiety Hamilton Anxiety Rating Scale (HAM-A), Cognitive Emotion Regulation Questionnaire (CERQ) and Positive and Negative Affect Schedule (PANAS) was done at different time intervals, before and after the intervention and follow-up.Results: Repetitive tDCS stimulation protocol with left anodal/right cathodal DLPFC montage may effectively reduce emotional disturbances after the experience of separating from a romantic relationship and lead to improved mood.Conclusion: In order to generalize the introduced stimulation protocol, it is necessary to investigate more in large groups of people who have experienced a romantic relationship breakup.

Objective: This study aimed to explore how narrative reframing functions as a coping and meaning-making mechanism among Taiwanese families experiencing trauma. Methods and Materials: A qualitative research design was adopted using purposive sampling to recruit 26 participants from Taiwan who had directly experienced family trauma, including bereavement, illness, or sudden life disruptions. Semi-structured interviews were conducted until theoretical saturation was reached. Each interview lasted 60–90 minutes, was audio-recorded, and transcribed verbatim. Data were analyzed using thematic analysis facilitated by NVivo 14 software. An inductive coding approach was applied to identify open codes, subcategories, and overarching themes, with constant comparison used to refine findings. Research rigor was ensured through reflexive memo-writing, triangulation of coding among team members, and maintaining an audit trail. Findings: Analysis yielded three overarching themes: (1) Emotional reconstruction through narrative reframing, where participants processed trauma-related emotions, reduced guilt and shame, regulated distress, and cultivated hope; (2) Relational transformation within the family system, including improved communication, redefined roles, conflict resolution, trust rebuilding, and strengthened intergenerational understanding; and (3) Identity and future orientation, where families reframed themselves as survivors, emphasized personal growth, redefined goals and values, and expressed aspirations to transmit resilience across generations. Participants highlighted that narrative reframing enabled them to transform suffering into continuity, strengthen bonds, and situate trauma within cultural and spiritual frameworks that emphasized endurance and meaning. Conclusion: The findings demonstrate that narrative reframing is a powerful coping process in families experiencing trauma, allowing for emotional healing, relational adaptation, and the construction of resilient family identities. This study underscores the importance of integrating narrative approaches into therapeutic interventions to support families in navigating trauma, rebuilding trust, and envisioning hopeful futures.