Pub Date : 2026-02-07DOI: 10.3390/brainsci16020196
Miriam Olivola, Tiziano Prodi, Giada Versaci, Chiara Angeletti, Kevin La Monica, Fabiola Raffone, Nicolaja Girone, Natascia Brondino, Roberta Anniverno, Vassilis Martiadis, Giovanni Martinotti, Bernardo Dell'Osso
Background/Objectives: Esketamine-related dissociation is a transient, pharmacologically induced altered state that differs from the trait-like pathological dissociation typically observed in trauma-related conditions. While most studies have quantified these effects using the Clinician-Administered Dissociative States Scale (CADSS), patients' subjective phenomenology and meaning-making remain underexplored. This qualitative exploratory study investigated how patients narrate, interpret, and integrate dissociative experiences occurring during intranasal esketamine treatment for treatment-resistant depression (TRD). Methods: We conducted semi-structured interviews with 36 adults with TRD who were receiving intranasal esketamine in outpatient settings in Northern Italy (2022-2024). Interviews focused on the most salient dissociative experiences during treatment. Transcripts were anonymized and analyzed using inductive thematic analysis. Two researchers coded the data independently; discrepancies were resolved by consensus, and recruitment continued until thematic saturation was reached. Results: Four experiential domains emerged: sensory alteration and perceptual flow (10/36, 27.8%), time suspension and chronological drift (21/36, 58.3%), body and space alteration (20/36, 55.6%), and psychic distance from suffering (30/36, 83.3%). While a minority described transient distress or loss of control, most narratives framed dissociation as neutral or subjectively meaningful, often associated with a temporary reduction in ruminative self-focus and depressive distress. Conclusions: A narrative, phenomenological lens complements quantitative research by clarifying what esketamine-induced dissociation feels like to patients and how it is appraised in context. The findings do not imply a causal or mediating role in antidepressant efficacy. Rather, they suggest that dissociation functions as a transitional subjective state, the clinical relevance of which depends on anticipation, framing, monitoring, and integration. These results support the use of structured psychoeducation, in-session support, and post-session integration within real-world esketamine programs.
{"title":"Narrative Experiences of Esketamine-Induced Dissociation in Patients with Treatment-Resistant Depression: A Qualitative Exploratory Study.","authors":"Miriam Olivola, Tiziano Prodi, Giada Versaci, Chiara Angeletti, Kevin La Monica, Fabiola Raffone, Nicolaja Girone, Natascia Brondino, Roberta Anniverno, Vassilis Martiadis, Giovanni Martinotti, Bernardo Dell'Osso","doi":"10.3390/brainsci16020196","DOIUrl":"10.3390/brainsci16020196","url":null,"abstract":"<p><p><b>Background/Objectives</b>: Esketamine-related dissociation is a transient, pharmacologically induced altered state that differs from the trait-like pathological dissociation typically observed in trauma-related conditions. While most studies have quantified these effects using the Clinician-Administered Dissociative States Scale (CADSS), patients' subjective phenomenology and meaning-making remain underexplored. This qualitative exploratory study investigated how patients narrate, interpret, and integrate dissociative experiences occurring during intranasal esketamine treatment for treatment-resistant depression (TRD). <b>Methods</b>: We conducted semi-structured interviews with 36 adults with TRD who were receiving intranasal esketamine in outpatient settings in Northern Italy (2022-2024). Interviews focused on the most salient dissociative experiences during treatment. Transcripts were anonymized and analyzed using inductive thematic analysis. Two researchers coded the data independently; discrepancies were resolved by consensus, and recruitment continued until thematic saturation was reached. <b>Results</b>: Four experiential domains emerged: sensory alteration and perceptual flow (10/36, 27.8%), time suspension and chronological drift (21/36, 58.3%), body and space alteration (20/36, 55.6%), and psychic distance from suffering (30/36, 83.3%). While a minority described transient distress or loss of control, most narratives framed dissociation as neutral or subjectively meaningful, often associated with a temporary reduction in ruminative self-focus and depressive distress. <b>Conclusions</b>: A narrative, phenomenological lens complements quantitative research by clarifying what esketamine-induced dissociation feels like to patients and how it is appraised in context. The findings do not imply a causal or mediating role in antidepressant efficacy. Rather, they suggest that dissociation functions as a transitional subjective state, the clinical relevance of which depends on anticipation, framing, monitoring, and integration. These results support the use of structured psychoeducation, in-session support, and post-session integration within real-world esketamine programs.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12939382/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147302388","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-07DOI: 10.3390/brainsci16020199
Ang Li, Zhenyu Wang, Tianheng Xu, Ting Zhou, Xi Zhao, Honglin Hu, Marc M Van Hulle
Background/Objectives: Electroencephalography (EEG) is a promising modality for fatigue detection because it directly reflects neural states; however, it is hindered by the need for subject-specific calibration and its reliance on unstable labeling. Moreover, classical EEG features are sensitive to intrinsic brain rhythm variations, causing pronounced domain shifts that degrade performance across sessions and subjects. Methods: Motivated by the biological fatigue rebound mechanism, we propose a robust cross-subject metric which we name Short-Term Second-Order Differential Entropy (ST-SODE). ST-SODE effectively suppresses the interference of background brain rhythms, enhancing robustness to cross-domain drift; consequently, its one-dimensional output can provide an indication of fatigue states without additional model training. Results: ST-SODE is validated on the public driving fatigue regression dataset SEED-VIG and on a private Vigilance classification dataset based on the N-Back task. ST-SODE achieves a correlation coefficient of 0.56 on SEED-VIG dataset (vs. 0.4 for differential entropy, DE) and a binary classification accuracy of 93.75% on the Vigilance dataset, outperforming other EEG-based fatigue metrics. Conclusions: ST-SODE offers a reliable solution for deployment in fields such as driving, manufacturing, and healthcare, where it could reduce safety incidents caused by fatigue.
{"title":"A Cross-Subject Band-Power Complexity Metric for Detecting Mental Fatigue Through EEG.","authors":"Ang Li, Zhenyu Wang, Tianheng Xu, Ting Zhou, Xi Zhao, Honglin Hu, Marc M Van Hulle","doi":"10.3390/brainsci16020199","DOIUrl":"10.3390/brainsci16020199","url":null,"abstract":"<p><p><b>Background/Objectives:</b> Electroencephalography (EEG) is a promising modality for fatigue detection because it directly reflects neural states; however, it is hindered by the need for subject-specific calibration and its reliance on unstable labeling. Moreover, classical EEG features are sensitive to intrinsic brain rhythm variations, causing pronounced domain shifts that degrade performance across sessions and subjects. <b>Methods:</b> Motivated by the biological fatigue rebound mechanism, we propose a robust cross-subject metric which we name Short-Term Second-Order Differential Entropy (ST-SODE). ST-SODE effectively suppresses the interference of background brain rhythms, enhancing robustness to cross-domain drift; consequently, its one-dimensional output can provide an indication of fatigue states without additional model training. <b>Results:</b> ST-SODE is validated on the public driving fatigue regression dataset SEED-VIG and on a private Vigilance classification dataset based on the N-Back task. ST-SODE achieves a correlation coefficient of 0.56 on SEED-VIG dataset (vs. 0.4 for differential entropy, DE) and a binary classification accuracy of 93.75% on the Vigilance dataset, outperforming other EEG-based fatigue metrics. <b>Conclusions:</b> ST-SODE offers a reliable solution for deployment in fields such as driving, manufacturing, and healthcare, where it could reduce safety incidents caused by fatigue.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12938332/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147302439","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-07DOI: 10.3390/brainsci16020197
Xiaoying Tan, Zheng-Ming Ding
Background: Our recent studies indicate that astrocytes in a key mesocorticolimbic region play an important role in nicotine reinforcement. Nicotine self-administration elevated the astrocyte marker glial fibrillary acidic protein (GFAP) in the nucleus accumbens (NAc) core. Metabolic inhibition of astrocytes in the NAc core with fluorocitrate attenuated nicotine self-administration and disrupted local extracellular glutamate and dopamine transmission. Cotinine is the major neuroactive metabolite of nicotine, demonstrating its own reinforcing effects and contributing to the development of nicotine reinforcement. Mechanisms underlying cotinine reinforcement remain underexplored. The objective of this study was to investigate the potential involvement of astrocytes in cotinine reinforcement.
Methods: GFAP protein expression was measured in key mesocorticolimbic regions with a Western blot following chronic cotinine self-administration. The effects of fluorocitrate on cotinine self-administration and extracellular glutamate and dopamine levels were determined.
Results: GFAP protein levels were higher in rats undergoing chronic cotinine self-administration than in those with saline self-administration within the ventral tegmental area (VTA) but not the nucleus accumbens or the medial prefrontal cortex. Intra-VTA microinjection of fluorocitrate inhibited the maintenance of cotinine self-administration. Perfusion of fluorocitrate in the VTA reduced local extracellular levels of glutamate and dopamine.
Conclusions: These results indicate that cotinine self-administration augmented GFAP expression in the VTA and that metabolic inhibition of VTA astrocytes attenuated cotinine self-administration and impaired extracellular dopamine and glutamate transmission. Overall, these findings suggest that astrocytes in the VTA may play an important role in cotinine reinforcement, potentially through regulation of local extracellular glutamate and dopamine transmission.
{"title":"Astrocytes in the Ventral Tegmental Area Are Involved in Cotinine Self-Administration in Male Wistar Rats.","authors":"Xiaoying Tan, Zheng-Ming Ding","doi":"10.3390/brainsci16020197","DOIUrl":"10.3390/brainsci16020197","url":null,"abstract":"<p><strong>Background: </strong>Our recent studies indicate that astrocytes in a key mesocorticolimbic region play an important role in nicotine reinforcement. Nicotine self-administration elevated the astrocyte marker glial fibrillary acidic protein (GFAP) in the nucleus accumbens (NAc) core. Metabolic inhibition of astrocytes in the NAc core with fluorocitrate attenuated nicotine self-administration and disrupted local extracellular glutamate and dopamine transmission. Cotinine is the major neuroactive metabolite of nicotine, demonstrating its own reinforcing effects and contributing to the development of nicotine reinforcement. Mechanisms underlying cotinine reinforcement remain underexplored. The objective of this study was to investigate the potential involvement of astrocytes in cotinine reinforcement.</p><p><strong>Methods: </strong>GFAP protein expression was measured in key mesocorticolimbic regions with a Western blot following chronic cotinine self-administration. The effects of fluorocitrate on cotinine self-administration and extracellular glutamate and dopamine levels were determined.</p><p><strong>Results: </strong>GFAP protein levels were higher in rats undergoing chronic cotinine self-administration than in those with saline self-administration within the ventral tegmental area (VTA) but not the nucleus accumbens or the medial prefrontal cortex. Intra-VTA microinjection of fluorocitrate inhibited the maintenance of cotinine self-administration. Perfusion of fluorocitrate in the VTA reduced local extracellular levels of glutamate and dopamine.</p><p><strong>Conclusions: </strong>These results indicate that cotinine self-administration augmented GFAP expression in the VTA and that metabolic inhibition of VTA astrocytes attenuated cotinine self-administration and impaired extracellular dopamine and glutamate transmission. Overall, these findings suggest that astrocytes in the VTA may play an important role in cotinine reinforcement, potentially through regulation of local extracellular glutamate and dopamine transmission.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12939139/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147301496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-07DOI: 10.3390/brainsci16020198
Xudong Liu, Shiying Gao, Yanglan Yu, Anmin Li
Background/objectives: Perceptual awareness and decision formation unfold gradually as sensory evidence increases. Near the threshold of awareness, small differences in neural processing efficiency can be amplified into marked behavioral variability. Open-skill athletes are trained to make rapid decisions under dynamic and uncertain conditions, yet it remains unclear whether their perceptual advantage reflects enhanced early sensory sensitivity or more efficient late-stage evidence accumulation. This study aimed to identify the processing stage at which open-skill sports expertise exerts its influence.
Methods: Twenty-five open-skill athletes and twenty-three non-athlete controls completed a visual orientation discrimination task with eight graded levels of stimulus visibility, ranging from subliminal to clearly visible. Behavioral performance was analyzed together with hierarchical drift-diffusion modeling to estimate latent decision parameters. Event-related potentials (ERPs) were recorded using a 64-channel EEG system during an active decision task and a passive viewing task, focusing on early (N2, P2) and late (P3) components. ERP-behavior correlations were examined across visibility levels.
Results: No group differences were observed at the lowest visibility levels. Group differences emerged selectively at intermediate to high visibility levels, where athletes showed higher accuracy and a tendency toward faster responses. Drift-diffusion modeling revealed that this advantage was driven by higher drift rates in athletes, with no group differences in non-decision time, boundary separation, or starting point. Early ERP components (N2, P2) were strongly modulated by stimulus visibility but showed no consistent group differences. In contrast, the P3 component exhibited earlier and more pronounced differentiation across visibility levels in athletes. In the passive viewing task, group differences were substantially reduced. ERP-behavior analyses showed stronger and earlier P3-behavior coupling in athletes.
Conclusions: Open-skill sports expertise selectively optimizes late-stage evidence accumulation and its translation into behavior, rather than enhancing unconscious or early sensory processing.
{"title":"Perceptual Decision Advantages in Open-Skill Athletes Emerge near the Threshold of Awareness: Behavioral, Computational, and Electrophysiological Evidence.","authors":"Xudong Liu, Shiying Gao, Yanglan Yu, Anmin Li","doi":"10.3390/brainsci16020198","DOIUrl":"10.3390/brainsci16020198","url":null,"abstract":"<p><strong>Background/objectives: </strong>Perceptual awareness and decision formation unfold gradually as sensory evidence increases. Near the threshold of awareness, small differences in neural processing efficiency can be amplified into marked behavioral variability. Open-skill athletes are trained to make rapid decisions under dynamic and uncertain conditions, yet it remains unclear whether their perceptual advantage reflects enhanced early sensory sensitivity or more efficient late-stage evidence accumulation. This study aimed to identify the processing stage at which open-skill sports expertise exerts its influence.</p><p><strong>Methods: </strong>Twenty-five open-skill athletes and twenty-three non-athlete controls completed a visual orientation discrimination task with eight graded levels of stimulus visibility, ranging from subliminal to clearly visible. Behavioral performance was analyzed together with hierarchical drift-diffusion modeling to estimate latent decision parameters. Event-related potentials (ERPs) were recorded using a 64-channel EEG system during an active decision task and a passive viewing task, focusing on early (N2, P2) and late (P3) components. ERP-behavior correlations were examined across visibility levels.</p><p><strong>Results: </strong>No group differences were observed at the lowest visibility levels. Group differences emerged selectively at intermediate to high visibility levels, where athletes showed higher accuracy and a tendency toward faster responses. Drift-diffusion modeling revealed that this advantage was driven by higher drift rates in athletes, with no group differences in non-decision time, boundary separation, or starting point. Early ERP components (N2, P2) were strongly modulated by stimulus visibility but showed no consistent group differences. In contrast, the P3 component exhibited earlier and more pronounced differentiation across visibility levels in athletes. In the passive viewing task, group differences were substantially reduced. ERP-behavior analyses showed stronger and earlier P3-behavior coupling in athletes.</p><p><strong>Conclusions: </strong>Open-skill sports expertise selectively optimizes late-stage evidence accumulation and its translation into behavior, rather than enhancing unconscious or early sensory processing.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12939444/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147302366","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-06DOI: 10.3390/brainsci16020193
Gianluca Libiani, Francesco Sartorio, Ilaria Arcolin, Stefano Corna, Marco Godi, Marica Giardini
Background/Objectives: Neuromuscular fatigue (NMF) can impair manual dexterity and strength in healthcare professionals. Due to their high physical and cognitive workloads, physiotherapists (PTs) are particularly susceptible to NMF. This study investigated whether NMF, expressed as changes in manual dexterity and grip strength, occurs over a workday and across a workweek in PTs, and explored its relationship with stress and sleep quality. Methods: A total of 43 full-time PTs (25 female, mean age 37.72 ± 11.94 years) were recruited. Manual dexterity was assessed using the Functional Dexterity Test (FDT), while maximal grip strength (MGS) was measured by a hand dynamometer. Reliability was evaluated on a subgroup using Intraclass Correlation Coefficients (ICC3,1) and Standard Error of Measurement (SEM). Evaluations were conducted at the beginning and at the end of the work shift, on Monday and Friday. Subjective fatigue, perceived stress, and sleep quality were also recorded. Results: The FDT showed excellent intra-rater reliability (ICC > 0.93; SEM < 0.94 s). FDT performance was significantly slower on Friday evening compared to all other time points (p < 0.01), exceeding the minimal detectable change thresholds. No significant changes were observed in MGS across the week. Perceived stress was strongly correlated with fatigue levels on Monday (ρ = 0.731) and Friday (ρ = 0.612) evenings. Sleep quality and professional experience did not correlate with performance changes. Conclusions: PTs experience a significant decline in manual dexterity by the end of the workweek, suggesting an accumulation of NMF. While MGS remains stable, fine motor control is more sensitive to fatigue. Psychosocial stress appears to be a major driver of perceived fatigue in this population.
{"title":"Evaluation of Relationship Between Neuromuscular Fatigue and Manual Dexterity in Physiotherapists: An Observational Study.","authors":"Gianluca Libiani, Francesco Sartorio, Ilaria Arcolin, Stefano Corna, Marco Godi, Marica Giardini","doi":"10.3390/brainsci16020193","DOIUrl":"10.3390/brainsci16020193","url":null,"abstract":"<p><p><b>Background/Objectives:</b> Neuromuscular fatigue (NMF) can impair manual dexterity and strength in healthcare professionals. Due to their high physical and cognitive workloads, physiotherapists (PTs) are particularly susceptible to NMF. This study investigated whether NMF, expressed as changes in manual dexterity and grip strength, occurs over a workday and across a workweek in PTs, and explored its relationship with stress and sleep quality. <b>Methods</b>: A total of 43 full-time PTs (25 female, mean age 37.72 ± 11.94 years) were recruited. Manual dexterity was assessed using the Functional Dexterity Test (FDT), while maximal grip strength (MGS) was measured by a hand dynamometer. Reliability was evaluated on a subgroup using Intraclass Correlation Coefficients (ICC<sub>3,1</sub>) and Standard Error of Measurement (SEM). Evaluations were conducted at the beginning and at the end of the work shift, on Monday and Friday. Subjective fatigue, perceived stress, and sleep quality were also recorded. <b>Results</b>: The FDT showed excellent intra-rater reliability (ICC > 0.93; SEM < 0.94 s). FDT performance was significantly slower on Friday evening compared to all other time points (<i>p</i> < 0.01), exceeding the minimal detectable change thresholds. No significant changes were observed in MGS across the week. Perceived stress was strongly correlated with fatigue levels on Monday (ρ = 0.731) and Friday (ρ = 0.612) evenings. Sleep quality and professional experience did not correlate with performance changes. <b>Conclusions</b>: PTs experience a significant decline in manual dexterity by the end of the workweek, suggesting an accumulation of NMF. While MGS remains stable, fine motor control is more sensitive to fatigue. Psychosocial stress appears to be a major driver of perceived fatigue in this population.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12938196/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147302370","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-06DOI: 10.3390/brainsci16020194
Sung-Min Jeon, Stanley Cho, Yoon-Seob Lee, Ji-Yu Lee, Eunice J Kang, Tommy D Kim, Jayna Shin, Heejin Jo, Sung-Ung Kang
While phosphatidylserine (PS) is recognized for its neuroprotective properties, the effects of PS purity on human cortical neurons remain unexplored. This study investigates the effects of three different PS purities (15 µM of 50%, 70%, and 80%) on neuronal health using human-embryonic-stem-cell-derived cortical neurons. Our findings reveal that higher PS purity enhances the expression of key regulatory proteins Sirtuin 1 (SIRT1) and Peroxisome proliferator-activated receptor gamma coactivator 1-alpha (PGC-1α), known for their roles in neuroprotection and mitochondrial function. Specifically, 80% PS purity significantly increases SIRT1 and PGC-1α levels, suggesting that PS purity strengthens neuroprotective pathways and improves mitochondrial quality control. Through SIRT1 knockdown experiments, we demonstrate that PS-induced upregulation of PGC-1α is SIRT1 dependent, highlighting a SIRT1-PGC-1α regulatory axis that enhances mitochondrial health. In an amyloid-beta 1-42 (Aβ42)-induced Alzheimer's disease (AD) model, PS treatment reduced cytotoxicity and countered the Aβ42-induced downregulation of SIRT1 and PGC-1α, particularly at 70% and 80% PS purity, indicating PS's role in preserving neuronal viability and combating AD-like pathology. These results suggest that the biological activity of PS preparations in vitro can depend on purity, motivating future studies to define compositional determinants and bioavailability relevant to translational applications.
{"title":"Higher Purity of Phosphatidylserine Improves Human Cortical Neuron Function by Modulating SIRT1-PGC-1α Pathways.","authors":"Sung-Min Jeon, Stanley Cho, Yoon-Seob Lee, Ji-Yu Lee, Eunice J Kang, Tommy D Kim, Jayna Shin, Heejin Jo, Sung-Ung Kang","doi":"10.3390/brainsci16020194","DOIUrl":"10.3390/brainsci16020194","url":null,"abstract":"<p><p>While phosphatidylserine (PS) is recognized for its neuroprotective properties, the effects of PS purity on human cortical neurons remain unexplored. This study investigates the effects of three different PS purities (15 µM of 50%, 70%, and 80%) on neuronal health using human-embryonic-stem-cell-derived cortical neurons. Our findings reveal that higher PS purity enhances the expression of key regulatory proteins Sirtuin 1 (SIRT1) and Peroxisome proliferator-activated receptor gamma coactivator 1-alpha (PGC-1α), known for their roles in neuroprotection and mitochondrial function. Specifically, 80% PS purity significantly increases SIRT1 and PGC-1α levels, suggesting that PS purity strengthens neuroprotective pathways and improves mitochondrial quality control. Through SIRT1 knockdown experiments, we demonstrate that PS-induced upregulation of PGC-1α is SIRT1 dependent, highlighting a SIRT1-PGC-1α regulatory axis that enhances mitochondrial health. In an amyloid-beta 1-42 (Aβ<sub>42</sub>)-induced Alzheimer's disease (AD) model, PS treatment reduced cytotoxicity and countered the Aβ<sub>42</sub>-induced downregulation of SIRT1 and PGC-1α, particularly at 70% and 80% PS purity, indicating PS's role in preserving neuronal viability and combating AD-like pathology. These results suggest that the biological activity of PS preparations in vitro can depend on purity, motivating future studies to define compositional determinants and bioavailability relevant to translational applications.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12938103/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147302206","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-06DOI: 10.3390/brainsci16020195
Metin Kerem Öztürk, Dilek Göksel Duru
Objectives: Decoding neural patterns for RGB colors from electroencephalography (EEG) signals is an important step towards advancing the use of visual features as input for brain-computer interfaces (BCIs). This study aims to overcome challenges such as inter-subject variability and limited data availability by investigating whether transfer learning and signal augmentation can improve decoding performance.
Methods: This research introduces an approach that combines transfer learning for cross-subject information transfer and data augmentation to increase representational diversity in order to improve RGB color classification from EEG data. Deep learning models, including CNN-based DeepConvNet (DCN) and Adaptive Temporal Convolutional Network (ATCNet) using the attention mechanism, were pre-trained on subjects with representative brain responses and fine-tuned on target subjects to parse individual differences. Signal augmentation techniques such as frequency slice recombination and Gaussian noise addition improved model generalization by enriching the training dataset.
Results: The combined methodology yielded a classification accuracy of 83.5% for all subjects on the EEG dataset of 31 previously studied subjects.
Conclusions: The improved accuracy and reduced variability underscore the effectiveness of transfer learning and signal augmentation in addressing data sparsity and variability, offering promising implications for EEG-based classification and BCI applications.
{"title":"Leveraging Cross-Subject Transfer Learning and Signal Augmentation for Enhanced RGB Color Decoding from EEG Data.","authors":"Metin Kerem Öztürk, Dilek Göksel Duru","doi":"10.3390/brainsci16020195","DOIUrl":"10.3390/brainsci16020195","url":null,"abstract":"<p><strong>Objectives: </strong>Decoding neural patterns for RGB colors from electroencephalography (EEG) signals is an important step towards advancing the use of visual features as input for brain-computer interfaces (BCIs). This study aims to overcome challenges such as inter-subject variability and limited data availability by investigating whether transfer learning and signal augmentation can improve decoding performance.</p><p><strong>Methods: </strong>This research introduces an approach that combines transfer learning for cross-subject information transfer and data augmentation to increase representational diversity in order to improve RGB color classification from EEG data. Deep learning models, including CNN-based DeepConvNet (DCN) and Adaptive Temporal Convolutional Network (ATCNet) using the attention mechanism, were pre-trained on subjects with representative brain responses and fine-tuned on target subjects to parse individual differences. Signal augmentation techniques such as frequency slice recombination and Gaussian noise addition improved model generalization by enriching the training dataset.</p><p><strong>Results: </strong>The combined methodology yielded a classification accuracy of 83.5% for all subjects on the EEG dataset of 31 previously studied subjects.</p><p><strong>Conclusions: </strong>The improved accuracy and reduced variability underscore the effectiveness of transfer learning and signal augmentation in addressing data sparsity and variability, offering promising implications for EEG-based classification and BCI applications.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12938918/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147302299","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-06DOI: 10.3390/brainsci16020192
Mitra Assadi, Reza Koiler, Ryan Ally, Richard Fischer, Rodney Scott
<p><strong>Background: </strong>Autism Spectrum Disorder (ASD) is a neurodevelopmental condition characterized by impairments in social communication, reciprocity, and adaptive behavior. Converging neurobiological evidence suggests that these clinical features arise from aberrant connectivity and dysregulated neuronal oscillations across distributed brain networks. In particular, dysfunction within the mirror neuron regions, concentrated in the inferior frontal gyrus (IFG) and inferior parietal lobule (IPL), has been implicated in deficits of imitation, empathy, and social cognition in ASD. Non-invasive neuromodulation using repetitive transcranial magnetic stimulation (rTMS) has shown modest behavioral benefits in ASD. However, most studies apply the conventional protocols targeting the dorsolateral prefrontal cortex. The effects of intermittent theta-burst stimulation (iTBS), a potent excitatory rTMS protocol targeting the mirror neuron regions, on the oscillatory dynamics in ASD remain largely unexplored.</p><p><strong>Objective: </strong>To investigate whether iTBS targeting the bilateral IFG and IPL modulates EEG-derived oscillatory activity in adolescents with ASD and to explore the relationship between oscillatory changes and social reciprocity.</p><p><strong>Methods: </strong>Six adolescents with Level I or II ASD (ages 13-18) underwent bilateral iTBS targeting the IFG and IPL using a figure-of-eight coil and standardized theta-burst parameters. Participants were randomized to receive either 18 active iTBS sessions or a waitlist-controlled crossover design (9 sham followed by 9 active sessions). Standard 21-channel EEG recordings were obtained during the first (EEG-1) and final (EEG-2) active stimulation sessions, including pre- and post-stimulation epochs. Power spectral analyses were conducted across frequency bands (delta through gamma). Behavioral outcomes were assessed using the Childhood Autism Rating Scale, Second Edition (CARS2), administered pre- and post-intervention.</p><p><strong>Results: </strong>All participants tolerated the intervention without adverse effects. Behavioral analysis demonstrated a significant reduction in CARS2 scores following iTBS and is reported in detail in our prior clinical outcomes manuscript, consistent with improved social reciprocity (<i>p</i> < 0.001). EEG analysis revealed an immediate post-stimulation increase in gamma-band power during EEG-1 in five of six participants, whereas lower-frequency bands exhibited variable responses. In contrast, EEG-2 showed no consistent post-stimulation gamma enhancement. Net comparisons between EEG-1 and EEG-2 demonstrated attenuation of the initial gamma response in the same five participants. At the group level, gamma percent change did not reach statistical significance at EEG-1 (<i>p</i> = 0.12) or EEG-2 (<i>p</i> = 0.66), and exploratory comparisons between the 9-active versus 18-active arms did not reach statistical significance. While ipsi-directional cha
{"title":"iTBS Stimulation of the Bilateral IFG/IPL Alters the Oscillatory Pattern in ASD.","authors":"Mitra Assadi, Reza Koiler, Ryan Ally, Richard Fischer, Rodney Scott","doi":"10.3390/brainsci16020192","DOIUrl":"10.3390/brainsci16020192","url":null,"abstract":"<p><strong>Background: </strong>Autism Spectrum Disorder (ASD) is a neurodevelopmental condition characterized by impairments in social communication, reciprocity, and adaptive behavior. Converging neurobiological evidence suggests that these clinical features arise from aberrant connectivity and dysregulated neuronal oscillations across distributed brain networks. In particular, dysfunction within the mirror neuron regions, concentrated in the inferior frontal gyrus (IFG) and inferior parietal lobule (IPL), has been implicated in deficits of imitation, empathy, and social cognition in ASD. Non-invasive neuromodulation using repetitive transcranial magnetic stimulation (rTMS) has shown modest behavioral benefits in ASD. However, most studies apply the conventional protocols targeting the dorsolateral prefrontal cortex. The effects of intermittent theta-burst stimulation (iTBS), a potent excitatory rTMS protocol targeting the mirror neuron regions, on the oscillatory dynamics in ASD remain largely unexplored.</p><p><strong>Objective: </strong>To investigate whether iTBS targeting the bilateral IFG and IPL modulates EEG-derived oscillatory activity in adolescents with ASD and to explore the relationship between oscillatory changes and social reciprocity.</p><p><strong>Methods: </strong>Six adolescents with Level I or II ASD (ages 13-18) underwent bilateral iTBS targeting the IFG and IPL using a figure-of-eight coil and standardized theta-burst parameters. Participants were randomized to receive either 18 active iTBS sessions or a waitlist-controlled crossover design (9 sham followed by 9 active sessions). Standard 21-channel EEG recordings were obtained during the first (EEG-1) and final (EEG-2) active stimulation sessions, including pre- and post-stimulation epochs. Power spectral analyses were conducted across frequency bands (delta through gamma). Behavioral outcomes were assessed using the Childhood Autism Rating Scale, Second Edition (CARS2), administered pre- and post-intervention.</p><p><strong>Results: </strong>All participants tolerated the intervention without adverse effects. Behavioral analysis demonstrated a significant reduction in CARS2 scores following iTBS and is reported in detail in our prior clinical outcomes manuscript, consistent with improved social reciprocity (<i>p</i> < 0.001). EEG analysis revealed an immediate post-stimulation increase in gamma-band power during EEG-1 in five of six participants, whereas lower-frequency bands exhibited variable responses. In contrast, EEG-2 showed no consistent post-stimulation gamma enhancement. Net comparisons between EEG-1 and EEG-2 demonstrated attenuation of the initial gamma response in the same five participants. At the group level, gamma percent change did not reach statistical significance at EEG-1 (<i>p</i> = 0.12) or EEG-2 (<i>p</i> = 0.66), and exploratory comparisons between the 9-active versus 18-active arms did not reach statistical significance. While ipsi-directional cha","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12938565/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147302372","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-05DOI: 10.3390/brainsci16020190
Thomas Heinbockel, Edward A Brown
The endocannabinoid system is a ubiquitous neuromodulatory network that links internal physiological state to neural circuit function across the brain. While its roles in memory, reward, pain, and motor control are well established, its contribution to olfactory processing has only recently gained attention. This review synthesizes the current knowledge on the anatomical, cellular, and functional interactions between the endocannabinoid system and the olfactory pathway, from the olfactory epithelium and main olfactory bulb to higher order cortical targets. We highlight how endocannabinoid signaling, primarily via cannabinoid receptor type 1 (CB1), shapes synaptic transmission within olfactory bulb microcircuits, modulates centrifugal feedback, and adjusts sensory gain in a state-dependent manner, particularly in relation to hunger, feeding behavior, stress, and reward. In addition, we review evidence that the endocannabinoid system regulates olfactory neurodevelopment and adult neurogenesis by influencing neural stem cell proliferation, migration, and integration into existing circuits. Emerging links between endocannabinoid signaling, olfactory dysfunction, neuropsychiatric disease, metabolic disorders, and neurodegeneration underscore the translational relevance of this system. We also discuss methodological challenges inherent to studying endocannabinoid signaling and outline future directions, including circuit-specific targeting and intranasal delivery strategies. Together, these findings position the olfactory system as a powerful and accessible model for understanding how endocannabinoids couple internal state to perception and behavior, with important implications for therapeutic development.
{"title":"Multiple Roles of Cannabinoids in the Olfactory System.","authors":"Thomas Heinbockel, Edward A Brown","doi":"10.3390/brainsci16020190","DOIUrl":"10.3390/brainsci16020190","url":null,"abstract":"<p><p>The endocannabinoid system is a ubiquitous neuromodulatory network that links internal physiological state to neural circuit function across the brain. While its roles in memory, reward, pain, and motor control are well established, its contribution to olfactory processing has only recently gained attention. This review synthesizes the current knowledge on the anatomical, cellular, and functional interactions between the endocannabinoid system and the olfactory pathway, from the olfactory epithelium and main olfactory bulb to higher order cortical targets. We highlight how endocannabinoid signaling, primarily via cannabinoid receptor type 1 (CB1), shapes synaptic transmission within olfactory bulb microcircuits, modulates centrifugal feedback, and adjusts sensory gain in a state-dependent manner, particularly in relation to hunger, feeding behavior, stress, and reward. In addition, we review evidence that the endocannabinoid system regulates olfactory neurodevelopment and adult neurogenesis by influencing neural stem cell proliferation, migration, and integration into existing circuits. Emerging links between endocannabinoid signaling, olfactory dysfunction, neuropsychiatric disease, metabolic disorders, and neurodegeneration underscore the translational relevance of this system. We also discuss methodological challenges inherent to studying endocannabinoid signaling and outline future directions, including circuit-specific targeting and intranasal delivery strategies. Together, these findings position the olfactory system as a powerful and accessible model for understanding how endocannabinoids couple internal state to perception and behavior, with important implications for therapeutic development.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12938660/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147302423","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background and Purpose: Progressive multiple sclerosis impairs cognitive and motor functions and reduces quality of life. Complex goal-directed movements are challenging due to cognitive deficits, whereas in-phase bilateral exercises require less attentional demand and cognitive effort. This type of exercise may therefore improve both cognitive and motor functions. Previous studies in people with progressive multiple sclerosis suggested a strong association between cognitive and upper limb functions; however, the effects of in-phase bilateral exercises remain unclear. Objectives: To evaluate the effects of in-phase bilateral upper limb exercise on cognitive processing, motor functions, and quality of life in people with progressive multiple sclerosis. Methods: Twenty participants (11 females, mean age = 55.8 years) were randomized (1:1) to an experimental or active control group for a 12-week intervention. The experimental group performed in-phase bilateral upper limb exercises while the active control group performed conventional exercises. ANOVA was conducted to determine the effect of intervention on information processing speed, motor function, fatigue, and quality of life. Results: Post hoc analyses revealed that the experimental group demonstrated significantly greater improvements than the active control group in information processing speed (t(18) = 8.6, p < 0.05), as well as across all exploratory secondary outcome measures (all p < 0.05). Conclusions: This pilot randomized controlled trial suggests that in-phase bilateral exercises, which demand less cognitive effort than other forms of bilateral coordination, are associated with improvements in information processing speed, motor functions, fatigue, and quality of life in people with progressive multiple sclerosis.
背景和目的:进行性多发性硬化症损害认知和运动功能,降低生活质量。由于认知缺陷,复杂的目标导向运动具有挑战性,而同阶段双侧运动需要较少的注意力需求和认知努力。因此,这种类型的锻炼可以改善认知和运动功能。先前对进行性多发性硬化症患者的研究表明,认知和上肢功能之间存在很强的关联;然而,分阶段双边演习的效果仍不清楚。目的:评价进行性多发性硬化症患者同期双侧上肢运动对认知加工、运动功能和生活质量的影响。方法:将20名参与者(11名女性,平均年龄55.8岁)按1:1的比例随机分为实验组和积极对照组,进行为期12周的干预。实验组进行同期双侧上肢运动,积极对照组进行常规运动。采用方差分析来确定干预对信息处理速度、运动功能、疲劳和生活质量的影响。结果:事后分析显示,实验组在信息处理速度(t(18) = 8.6, p < 0.05)以及所有探索性次要结果测量方面均比积极对照组有显著性改善(p < 0.05)。结论:这项随机对照试验表明,与其他形式的双侧协调相比,双侧同步运动需要更少的认知努力,与进行性多发性硬化症患者的信息处理速度、运动功能、疲劳和生活质量的改善有关。
{"title":"In-Phase Bilateral Upper Limb Exercises Improve Cognitive and Motor Functions in Progressive Multiple Sclerosis: A Pilot Randomized Controlled Trial.","authors":"Dimitris Sokratous, Charalambos Costa Charalambous, Marios Pantzaris, Kyriaki Michailidou, Nikos Konstantinou","doi":"10.3390/brainsci16020191","DOIUrl":"10.3390/brainsci16020191","url":null,"abstract":"<p><p><b>Background and Purpose:</b> Progressive multiple sclerosis impairs cognitive and motor functions and reduces quality of life. Complex goal-directed movements are challenging due to cognitive deficits, whereas in-phase bilateral exercises require less attentional demand and cognitive effort. This type of exercise may therefore improve both cognitive and motor functions. Previous studies in people with progressive multiple sclerosis suggested a strong association between cognitive and upper limb functions; however, the effects of in-phase bilateral exercises remain unclear. <b>Objectives:</b> To evaluate the effects of in-phase bilateral upper limb exercise on cognitive processing, motor functions, and quality of life in people with progressive multiple sclerosis. <b>Methods:</b> Twenty participants (11 females, mean age = 55.8 years) were randomized (1:1) to an experimental or active control group for a 12-week intervention. The experimental group performed in-phase bilateral upper limb exercises while the active control group performed conventional exercises. ANOVA was conducted to determine the effect of intervention on information processing speed, motor function, fatigue, and quality of life. <b>Results:</b> Post hoc analyses revealed that the experimental group demonstrated significantly greater improvements than the active control group in information processing speed (<i>t</i>(18) = 8.6, <i>p</i> < 0.05), as well as across all exploratory secondary outcome measures (all <i>p</i> < 0.05). <b>Conclusions:</b> This pilot randomized controlled trial suggests that in-phase bilateral exercises, which demand less cognitive effort than other forms of bilateral coordination, are associated with improvements in information processing speed, motor functions, fatigue, and quality of life in people with progressive multiple sclerosis.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 2","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12938636/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147302374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}