Background/Objectives: Non-motor symptoms (NMS) in Parkinson's disease (PD), particularly neuropsychiatric disturbances such as anxiety, significantly impact quality of life. The Holistic Care Clinic for Parkinson's disease at St George's Hospital offers multidisciplinary assessments and personalized care to address both motor and non-motor symptoms, aiming to improve patient well-being and empower patients to manage their health and enhance their quality of life. This study evaluated the effectiveness of a holistic management approach for PD patients with prominent non-motor symptoms, particularly neuropsychiatric issues, by analyzing clinical outcomes and patient feedback. Methods: A retrospective analysis was conducted on patients referred to the clinic between June 2022 and June 2023 for non-motor symptoms. Patients received comprehensive assessments, including clinical exams and interviews focused on neuropsychiatric symptoms, followed by individualized care plans. Interventions for anxiety included online psychoeducation and cardiac biofeedback. Outcomes were assessed using the Clinical Global Impression (CGI) scale and patient feedback on interventions. Results: Thirty patients (mean age 65.7 years, mean disease duration 7.8 years) were included. Anxiety was the primary referral reason (66%). CGI scores indicated that 62% of patients experienced improvement. Medications were adjusted in 14 patients and 65% improved. For anxiety, 13 patients attended the psychoeducation session, with 91% rating it "very likely"/"likely" to recommend. Ten patients completed cardiac biofeedback training, showing a significant reduction in Parkinson's Anxiety Scale scores (p = 0.03), and 90% recommending it. Conclusions: The holistic care approach of PD patients resulted in significant improvements in clinical outcomes. Patient feedback indicates high satisfaction with the interventions, supporting their acceptability and overall satisfaction with the interventions.
{"title":"Holistic Care Clinic for People with Parkinson's Disease: Outcome from a Newly Developed Service.","authors":"Lucia Ricciardi, Bryony Ishihara, Belen González-Herrero, Priyanka Pradhan, Alison Leake, Assunta Trinchillo, Monica Bernardo, Lucy Kerogoi, Patrice Gallogly, Dominic Paviour, Elena Makovac, Francesca Morgante","doi":"10.3390/brainsci16010043","DOIUrl":"10.3390/brainsci16010043","url":null,"abstract":"<p><p><b>Background/Objectives</b>: Non-motor symptoms (NMS) in Parkinson's disease (PD), particularly neuropsychiatric disturbances such as anxiety, significantly impact quality of life. The Holistic Care Clinic for Parkinson's disease at St George's Hospital offers multidisciplinary assessments and personalized care to address both motor and non-motor symptoms, aiming to improve patient well-being and empower patients to manage their health and enhance their quality of life. This study evaluated the effectiveness of a holistic management approach for PD patients with prominent non-motor symptoms, particularly neuropsychiatric issues, by analyzing clinical outcomes and patient feedback. <b>Methods</b>: A retrospective analysis was conducted on patients referred to the clinic between June 2022 and June 2023 for non-motor symptoms. Patients received comprehensive assessments, including clinical exams and interviews focused on neuropsychiatric symptoms, followed by individualized care plans. Interventions for anxiety included online psychoeducation and cardiac biofeedback. Outcomes were assessed using the Clinical Global Impression (CGI) scale and patient feedback on interventions. <b>Results</b>: Thirty patients (mean age 65.7 years, mean disease duration 7.8 years) were included. Anxiety was the primary referral reason (66%). CGI scores indicated that 62% of patients experienced improvement. Medications were adjusted in 14 patients and 65% improved. For anxiety, 13 patients attended the psychoeducation session, with 91% rating it \"very likely\"/\"likely\" to recommend. Ten patients completed cardiac biofeedback training, showing a significant reduction in Parkinson's Anxiety Scale scores (<i>p</i> = 0.03), and 90% recommending it. <b>Conclusions</b>: The holistic care approach of PD patients resulted in significant improvements in clinical outcomes. Patient feedback indicates high satisfaction with the interventions, supporting their acceptability and overall satisfaction with the interventions.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12839184/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146059944","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 : 2025-12-29DOI: 10.3390/brainsci16010046
María-Jesús Lirola, Rubén Trigueros, José Manuel Aguilar Parra, Clemente Franco
Introduction: This study focuses on the adaptation and validation of the Achievement Emotions Questionnaire-Short (AEQ-S) to the Spanish sports context. Emotions play a crucial role in athletes' decision making, making it essential to have reliable assessment tools tailored to this field.
Method: The AEQ-S was administered to 998 professional athletes (mean age: 26.83 years). The adaptation followed the Hambleton method and involved the support of sports psychologists. Exploratory (EFA) and confirmatory factor analyses (CFAs) were conducted, along with tests for reliability and criterion validity.
Results: The analyses confirmed that the factor structure of the AEQ-S in sports aligns with the original version, identifying eight key emotions: enjoyment, hope, pride, anxiety, anger, shame, hopelessness, and boredom. Furthermore, positive emotions were positively associated with resilience, while negative emotions showed an inverse relationship.
Conclusions: The adapted AEQ-S proved to be a valid and reliable tool for assessing emotions in athletes. Its applications extend to both research and professional practice in the sports domain.
{"title":"Understanding Athlete Emotions: A Psychometric Approach to the AEQ-S in Sports.","authors":"María-Jesús Lirola, Rubén Trigueros, José Manuel Aguilar Parra, Clemente Franco","doi":"10.3390/brainsci16010046","DOIUrl":"10.3390/brainsci16010046","url":null,"abstract":"<p><strong>Introduction: </strong>This study focuses on the adaptation and validation of the Achievement Emotions Questionnaire-Short (AEQ-S) to the Spanish sports context. Emotions play a crucial role in athletes' decision making, making it essential to have reliable assessment tools tailored to this field.</p><p><strong>Method: </strong>The AEQ-S was administered to 998 professional athletes (mean age: 26.83 years). The adaptation followed the Hambleton method and involved the support of sports psychologists. Exploratory (EFA) and confirmatory factor analyses (CFAs) were conducted, along with tests for reliability and criterion validity.</p><p><strong>Results: </strong>The analyses confirmed that the factor structure of the AEQ-S in sports aligns with the original version, identifying eight key emotions: enjoyment, hope, pride, anxiety, anger, shame, hopelessness, and boredom. Furthermore, positive emotions were positively associated with resilience, while negative emotions showed an inverse relationship.</p><p><strong>Conclusions: </strong>The adapted AEQ-S proved to be a valid and reliable tool for assessing emotions in athletes. Its applications extend to both research and professional practice in the sports domain.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12838535/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146059958","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 : 2025-12-29DOI: 10.3390/brainsci16010044
Kaitlin Tudor, Bas Labree, Rebecca S Dewey, Derek J Hoare, Marcus Kaiser, Magdalena Sereda
<p><p><b>Background</b>: Transcranial direct current stimulation (tDCS) involves the application of weak electric currents (typically 0.5-2 mA) via scalp electrodes to promote neuroplastic changes that modulate behaviour or cortical activity. Although there have been promising results in eliminating tinnitus or reducing its loudness or severity, there is also a high degree of inter-individual variability. This may be due to anatomical differences and their influence on the resulting electric field. To optimise and personalise tDCS protocols, computational electric field models based on individual clinical imaging may be utilised to give insight into the induced electric field during tDCS and inform more effective protocols for targeted stimulation. To our knowledge, there are currently no standards for current modelling or reviews which detail the optimal parameters for conducting current modelling studies for tDCS. <b>Objectives</b>: The aim of this review is to investigate the methodology of current modelling studies for tDCS so that informed, personalised protocols can be designed by modelling the electric field of the brain during tDCS for tinnitus. By considering the impact of individual anatomical differences on the electric field induced by tDCS, targeted protocols could be developed to reduce tinnitus loudness and severity in a systematic and predictable way. <b>Design</b>: The protocol for this review is based on the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews (PRISMA-ScR) Checklist. Using online databases, records were identified based on a keyword search for records relevant to current modelling for tDCS, including peer-reviewed papers, clinical trials, the grey literature, theses, dissertations, and conference abstracts. Four thousand two hundred and fifty-three records were retrieved from thirteen online databases and include 4186 records from the initial search completed between May and July 2024, and 67 records from an updated search completed in August 2025. A further 596 records were retrieved from Google Scholar (501 from the initial search and 95 from the updated search). One hundred and fourteen records met our criteria for inclusion. Each record was charted by two separate reviewers, with attention to the modelling pipeline and predicted values in peak and range of electric field magnitude. <b>Results</b>: There was a consensus that, despite model parameters and pipelines, there was inter-individual variability in the predicted electric fields. The reviewed records highlighted the impact of individual differences, including age, sex, and anatomical variation, on the predicted electric field during tDCS. Increased age was often associated with age-related brain atrophy and high relative cerebrospinal fluid volume, which was a significant influence on the resulting E-field intensity and distribution. <b>Conclusions</b>: When creating personalised tDCS protocols for tinnitus,
{"title":"Methods of Computational Modelling in Studies of Transcranial Direct Current Stimulation (tDCS) in Adults to Inform Protocols for Tinnitus Treatment: A Scoping Review.","authors":"Kaitlin Tudor, Bas Labree, Rebecca S Dewey, Derek J Hoare, Marcus Kaiser, Magdalena Sereda","doi":"10.3390/brainsci16010044","DOIUrl":"10.3390/brainsci16010044","url":null,"abstract":"<p><p><b>Background</b>: Transcranial direct current stimulation (tDCS) involves the application of weak electric currents (typically 0.5-2 mA) via scalp electrodes to promote neuroplastic changes that modulate behaviour or cortical activity. Although there have been promising results in eliminating tinnitus or reducing its loudness or severity, there is also a high degree of inter-individual variability. This may be due to anatomical differences and their influence on the resulting electric field. To optimise and personalise tDCS protocols, computational electric field models based on individual clinical imaging may be utilised to give insight into the induced electric field during tDCS and inform more effective protocols for targeted stimulation. To our knowledge, there are currently no standards for current modelling or reviews which detail the optimal parameters for conducting current modelling studies for tDCS. <b>Objectives</b>: The aim of this review is to investigate the methodology of current modelling studies for tDCS so that informed, personalised protocols can be designed by modelling the electric field of the brain during tDCS for tinnitus. By considering the impact of individual anatomical differences on the electric field induced by tDCS, targeted protocols could be developed to reduce tinnitus loudness and severity in a systematic and predictable way. <b>Design</b>: The protocol for this review is based on the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews (PRISMA-ScR) Checklist. Using online databases, records were identified based on a keyword search for records relevant to current modelling for tDCS, including peer-reviewed papers, clinical trials, the grey literature, theses, dissertations, and conference abstracts. Four thousand two hundred and fifty-three records were retrieved from thirteen online databases and include 4186 records from the initial search completed between May and July 2024, and 67 records from an updated search completed in August 2025. A further 596 records were retrieved from Google Scholar (501 from the initial search and 95 from the updated search). One hundred and fourteen records met our criteria for inclusion. Each record was charted by two separate reviewers, with attention to the modelling pipeline and predicted values in peak and range of electric field magnitude. <b>Results</b>: There was a consensus that, despite model parameters and pipelines, there was inter-individual variability in the predicted electric fields. The reviewed records highlighted the impact of individual differences, including age, sex, and anatomical variation, on the predicted electric field during tDCS. Increased age was often associated with age-related brain atrophy and high relative cerebrospinal fluid volume, which was a significant influence on the resulting E-field intensity and distribution. <b>Conclusions</b>: When creating personalised tDCS protocols for tinnitus, ","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12838610/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146059962","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 : 2025-12-29DOI: 10.3390/brainsci16010049
Diana Celebańska, Barbara Rosołek, Bartłomiej Szreniawa, Anna Zwierzchowska
Background: The purpose of the study was to assess the level of physical activity (PA) and identify barriers to PA for adults with intellectual disabilities attending occupational therapy workshops (OTW). Method: Forty-three people participated in the study. PA level (step count) was evaluated using the Garmin Vivofit 4. Barriers were identified using the Barriers to Being Active Quiz. Results: The mean weekly steps were 10,581 ± 3981. Respondents were significantly more active on weekdays compared to weekends (p < 0.0002). During their stay at OTW, the participants took an average of 4257 steps, which was 40% of the mean step count on weekdays. Among the identified barriers to undertaking PA, lack of willpower and lack of skills were most frequently cited among the respondents. Conclusions: The level of PA was relatively high and showed great individual variation. The high level of activity during the participants' stays in OTW indicates important role of these workshops in increasing PA in adults with intellectual disability.
{"title":"Structure of Weekly and Daily Physical Activity of Adults with Moderate and Severe Intellectual Disabilities in the Context of Barriers in Accessibility: A Preliminary Study.","authors":"Diana Celebańska, Barbara Rosołek, Bartłomiej Szreniawa, Anna Zwierzchowska","doi":"10.3390/brainsci16010049","DOIUrl":"10.3390/brainsci16010049","url":null,"abstract":"<p><p><b>Background</b>: The purpose of the study was to assess the level of physical activity (PA) and identify barriers to PA for adults with intellectual disabilities attending occupational therapy workshops (OTW). <b>Method</b>: Forty-three people participated in the study. PA level (step count) was evaluated using the Garmin Vivofit 4. Barriers were identified using the Barriers to Being Active Quiz. <b>Results</b>: The mean weekly steps were 10,581 ± 3981. Respondents were significantly more active on weekdays compared to weekends (<i>p</i> < 0.0002). During their stay at OTW, the participants took an average of 4257 steps, which was 40% of the mean step count on weekdays. Among the identified barriers to undertaking PA, lack of willpower and lack of skills were most frequently cited among the respondents. <b>Conclusions</b>: The level of PA was relatively high and showed great individual variation. The high level of activity during the participants' stays in OTW indicates important role of these workshops in increasing PA in adults with intellectual disability.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12838539/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146059763","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 : 2025-12-29DOI: 10.3390/brainsci16010048
Anna Carolyna Gianlorenço, Paulo Eduardo Portes Teixeira, Valton Costa, Walter Fabris-Moraes, Paola Gonzalez-Mego, Ciro Ramos-Estebanez, Arianna Di Stadio, Deniz Doruk Camsari, Mirret M El-Hagrassy, Felipe Fregni, Tim Wagner, Laura Dipietro
Background/Objectives: Speech and motor control share overlapping neural mechanisms, yet their quantitative relationships in Parkinson's disease (PD) remain underexplored. This study investigated bidirectional associations between acoustic voice features and objective motor metrics to better understand how vocal and motor systems relate in PD. Methods: Cross-sectional baseline data from participants in a randomized neuromodulation trial were analyzed (n = 13). Motor performance was captured using an Integrated Motion Analysis Suite (IMAS), which enabled quantitative, objective characterization of motor performance during balance, gait, and upper- and lower-limb tasks. Acoustic analyses included harmonic-to-noise ratio (HNR), smoothed cepstral peak prominence (CPPS), jitter, shimmer, median fundamental frequency (F0), F0 standard deviation (SD F0), and voice intensity. Univariate linear regressions were conducted in both directions (voice ↔ motor), as well as partial correlations controlling for PD motor symptom severity. Results: When modeling voice outcomes, faster motor performance and shorter movement durations were associated with acoustically clearer voice features (e.g., higher elbow flexion-extension peak speed with higher voice HNR, β = 8.5, R2 = 0.56, p = 0.01). Similarly, when modeling motor outcomes, clearer voice measures were linked with faster movement speed and shorter movement durations (e.g., higher voice HNR with higher peak movement speed in elbow flexion/extension, β = 0.07, R2 = 0.56, p = 0.01). Conclusions: Voice and motor measures in PD showed significant bidirectional associations, suggesting shared sensorimotor control. These exploratory findings, while limited by sample size, support the feasibility of integrated multimodal assessment for future longitudinal studies.
背景/目的:言语和运动控制共享重叠的神经机制,但它们在帕金森病(PD)中的定量关系仍未得到充分研究。本研究调查了声学语音特征和客观运动指标之间的双向关联,以更好地了解PD中声音和运动系统的关系。方法:分析随机神经调节试验参与者的横断面基线数据(n = 13)。使用集成运动分析套件(IMAS)捕获运动表现,该套件可以在平衡,步态和上肢和下肢任务期间定量,客观地描述运动表现。声学分析包括谐波噪声比(HNR)、平滑倒谱峰突出(CPPS)、抖动、闪烁、中位基频(F0)、F0标准差(SD F0)和声音强度。在两个方向上进行单变量线性回归(声音↔电机),以及控制PD运动症状严重程度的部分相关性。结果:在建模语音结果时,更快的运动表现和更短的运动持续时间与声学上更清晰的语音特征相关(例如,更高的肘关节屈伸峰值速度与更高的语音HNR相关,β = 8.5, R2 = 0.56, p = 0.01)。同样,在建模运动结果时,更清晰的声音测量与更快的运动速度和更短的运动持续时间相关(例如,更高的声音HNR与更高的肘部屈伸运动峰值速度相关,β = 0.07, R2 = 0.56, p = 0.01)。结论:PD的声音和运动测量显示出显著的双向关联,提示有共同的感觉运动控制。这些探索性发现虽然受到样本量的限制,但支持了未来纵向研究中综合多模式评估的可行性。
{"title":"Exploring Bidirectional Associations Between Voice Acoustics and Objective Motor Metrics in Parkinson's Disease.","authors":"Anna Carolyna Gianlorenço, Paulo Eduardo Portes Teixeira, Valton Costa, Walter Fabris-Moraes, Paola Gonzalez-Mego, Ciro Ramos-Estebanez, Arianna Di Stadio, Deniz Doruk Camsari, Mirret M El-Hagrassy, Felipe Fregni, Tim Wagner, Laura Dipietro","doi":"10.3390/brainsci16010048","DOIUrl":"10.3390/brainsci16010048","url":null,"abstract":"<p><p><b>Background/Objectives:</b> Speech and motor control share overlapping neural mechanisms, yet their quantitative relationships in Parkinson's disease (PD) remain underexplored. This study investigated bidirectional associations between acoustic voice features and objective motor metrics to better understand how vocal and motor systems relate in PD. <b>Methods:</b> Cross-sectional baseline data from participants in a randomized neuromodulation trial were analyzed (n = 13). Motor performance was captured using an Integrated Motion Analysis Suite (IMAS), which enabled quantitative, objective characterization of motor performance during balance, gait, and upper- and lower-limb tasks. Acoustic analyses included harmonic-to-noise ratio (HNR), smoothed cepstral peak prominence (CPPS), jitter, shimmer, median fundamental frequency (F0), F0 standard deviation (SD F0), and voice intensity. Univariate linear regressions were conducted in both directions (voice ↔ motor), as well as partial correlations controlling for PD motor symptom severity. <b>Results:</b> When modeling voice outcomes, faster motor performance and shorter movement durations were associated with acoustically clearer voice features (e.g., higher elbow flexion-extension peak speed with higher voice HNR, β = 8.5, R<sup>2</sup> = 0.56, <i>p</i> = 0.01). Similarly, when modeling motor outcomes, clearer voice measures were linked with faster movement speed and shorter movement durations (e.g., higher voice HNR with higher peak movement speed in elbow flexion/extension, β = 0.07, R<sup>2</sup> = 0.56, <i>p</i> = 0.01). <b>Conclusions:</b> Voice and motor measures in PD showed significant bidirectional associations, suggesting shared sensorimotor control. These exploratory findings, while limited by sample size, support the feasibility of integrated multimodal assessment for future longitudinal studies.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12838955/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146059916","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/Objectives: Identifying pathological distinctions among mild cognitive impairment (MCI) subtypes is important for differentiating dementia. The purpose of this study is to investigate subtype-specific structural alterations in amnestic MCI (aMCI) and non-amnestic MCI (naMCI) and evaluate their potential as imaging biomarkers for subtype classification. Methods: T1 and DTI MRI data from two independent cohorts were analyzed, including a discovery dataset (58 aMCI, 35 naMCI, and 95 NC) and a replication dataset (61 aMCI, 39 naMCI, and 67 NC). Surface-based morphometry and automated fiber quantification (AFQ) were used to examine cortical thickness and white matter microstructure. Mediation models were used to explore the links between brain structure and cognitive outcomes. A logistic regression model was applied to evaluate classification performance. Results: The aMCI exhibited right hippocampal atrophy. In the naMCI, reduced cortical thickness was observed in the right anterior cingulate cortex (rACC) and opercular inferior frontal gyrus, along with increased fractional anisotropy (FA) in the right inferior fronto-occipital fasciculus (IFOF). These alterations were linked to domain-specific cognitive deficits. Moreover, partial mediation effects of IFOF FA values were observed in the link between rACC thickness and cognitive outcomes. Furthermore, these structural alterations effectively distinguished between aMCI and naMCI, showing stable performance across independent datasets (Accuracy = 0.821, AUC = 0.904). Conclusions: Our findings reveal distinct structural alterations across MCI subtypes, providing deeper insight into the heterogeneous mechanisms of dementia and supporting the potential of imaging markers for the diagnosis of MCI subtypes.
{"title":"Subtype-Specific Brain Atrophy and White Matter Alterations in Mild Cognitive Impairment.","authors":"Liangpeng Wei, Jiaming Lu, Xin Li, Huiquan Yang, Haoyao Wang, Zhengyang Zhu, Jiu Chen, Bing Zhang","doi":"10.3390/brainsci16010051","DOIUrl":"10.3390/brainsci16010051","url":null,"abstract":"<p><p><b>Background/Objectives</b>: Identifying pathological distinctions among mild cognitive impairment (MCI) subtypes is important for differentiating dementia. The purpose of this study is to investigate subtype-specific structural alterations in amnestic MCI (aMCI) and non-amnestic MCI (naMCI) and evaluate their potential as imaging biomarkers for subtype classification. <b>Methods</b>: T1 and DTI MRI data from two independent cohorts were analyzed, including a discovery dataset (58 aMCI, 35 naMCI, and 95 NC) and a replication dataset (61 aMCI, 39 naMCI, and 67 NC). Surface-based morphometry and automated fiber quantification (AFQ) were used to examine cortical thickness and white matter microstructure. Mediation models were used to explore the links between brain structure and cognitive outcomes. A logistic regression model was applied to evaluate classification performance. <b>Results</b>: The aMCI exhibited right hippocampal atrophy. In the naMCI, reduced cortical thickness was observed in the right anterior cingulate cortex (rACC) and opercular inferior frontal gyrus, along with increased fractional anisotropy (FA) in the right inferior fronto-occipital fasciculus (IFOF). These alterations were linked to domain-specific cognitive deficits. Moreover, partial mediation effects of IFOF FA values were observed in the link between rACC thickness and cognitive outcomes. Furthermore, these structural alterations effectively distinguished between aMCI and naMCI, showing stable performance across independent datasets (Accuracy = 0.821, AUC = 0.904). <b>Conclusions</b>: Our findings reveal distinct structural alterations across MCI subtypes, providing deeper insight into the heterogeneous mechanisms of dementia and supporting the potential of imaging markers for the diagnosis of MCI subtypes.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12838734/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146059737","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 : 2025-12-29DOI: 10.3390/brainsci16010045
Francesco Zanatta, Daniela Mancini, Patrizia Steca, Monica Panigazzi, Elena Prestifilippo, Cesare Grilli, Marco D'Addario, Antonia Pierobon, Marina Maffoni
Background: Polyneuropathies impair sensory, motor, and autonomic functions, affecting functional status, cognition, and quality of life. This pilot study investigated the effects of exergame with biofeedback training (Riablo system) versus standard rehabilitation on these outcomes in outpatients with mixed-etiology polyneuropathies. Methods: Seventeen outpatients were assigned to standard rehabilitation (Group 1, n = 9) or combined standard plus Riablo training (Group 2, n = 8) over three weeks. Functional status, pain, cognition, quality of life, and psychological well-being were assessed pre- and post-intervention, with a 6-month follow-up. Outcome measures included the Morse Fall Scale, Visual Analogue Scales for pain and autonomy, Montreal Cognitive Assessment (MoCA), Trail Making Test (TMT), Stroop Test, Frontal Assessment Battery (FAB), Verbal fluency test, the Short-Form Health Survey-12 (SF-12), and the Patient Health Questionnaire-4 (PHQ-4). Longitudinal changes and between-group differences were analyzed using nonparametric statistics. Results: Both groups showed significant improvements in functional status and global cognition at post-intervention. Group 2 demonstrated greater improvements in executive functions and attention, with significant reductions in pain and fall risk. At 6-month follow-up, Group 2 maintained post-intervention gains in QoL and psychological outcomes, while Group 1 showed a significant decline. Technology evaluation revealed high usability and positive psychosocial impact in Group 2, with strong correlations between executive function improvements and device usability. Conclusions: Integrating exergames with biofeedback into standard rehabilitation may provide broader and longer-lasting benefits for polyneuropathy patients. These findings support further large-scale trials to confirm efficacy and optimize technology-assisted rehabilitation protocols.
{"title":"Effects of Exergame with Biofeedback Training on Functional Status, Cognition, and Quality of Life in Outpatients with Polyneuropathies: A Longitudinal Pilot Study.","authors":"Francesco Zanatta, Daniela Mancini, Patrizia Steca, Monica Panigazzi, Elena Prestifilippo, Cesare Grilli, Marco D'Addario, Antonia Pierobon, Marina Maffoni","doi":"10.3390/brainsci16010045","DOIUrl":"10.3390/brainsci16010045","url":null,"abstract":"<p><p><b>Background:</b> Polyneuropathies impair sensory, motor, and autonomic functions, affecting functional status, cognition, and quality of life. This pilot study investigated the effects of exergame with biofeedback training (Riablo system) versus standard rehabilitation on these outcomes in outpatients with mixed-etiology polyneuropathies. <b>Methods:</b> Seventeen outpatients were assigned to standard rehabilitation (Group 1, n = 9) or combined standard plus Riablo training (Group 2, n = 8) over three weeks. Functional status, pain, cognition, quality of life, and psychological well-being were assessed pre- and post-intervention, with a 6-month follow-up. Outcome measures included the Morse Fall Scale, Visual Analogue Scales for pain and autonomy, Montreal Cognitive Assessment (MoCA), Trail Making Test (TMT), Stroop Test, Frontal Assessment Battery (FAB), Verbal fluency test, the Short-Form Health Survey-12 (SF-12), and the Patient Health Questionnaire-4 (PHQ-4). Longitudinal changes and between-group differences were analyzed using nonparametric statistics. <b>Results:</b> Both groups showed significant improvements in functional status and global cognition at post-intervention. Group 2 demonstrated greater improvements in executive functions and attention, with significant reductions in pain and fall risk. At 6-month follow-up, Group 2 maintained post-intervention gains in QoL and psychological outcomes, while Group 1 showed a significant decline. Technology evaluation revealed high usability and positive psychosocial impact in Group 2, with strong correlations between executive function improvements and device usability. <b>Conclusions:</b> Integrating exergames with biofeedback into standard rehabilitation may provide broader and longer-lasting benefits for polyneuropathy patients. These findings support further large-scale trials to confirm efficacy and optimize technology-assisted rehabilitation protocols.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12839407/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146059933","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/Objectives: Executive functions (EFs) and Theory of Mind (ToM) are often compromised in children with Specific Learning Disorders (SLD). Although evidence highlights the malleability of EF, studies have yet to investigate whether school-based interventions can enhance both cool and hot EF domains and support ToM development in this population. This study evaluated the effectiveness of a structured, classroom-based EF training program in improving cool EF, hot EF, and ToM in children with SLD. Methods: Forty students with SLD (aged 8-10 years) were allocated to an intervention group (n = 24) or a passive control group (n = 16). The program was delivered in small groups during regular school hours over 6-9 weeks (18 sessions). Pre- and post-intervention assessments measured cool EFs (working memory, planning, cognitive flexibility, inhibition), hot EFs (affective decision-making, delay of gratification), and ToM (false belief understanding, mental state/emotion recognition). Results: The intervention group showed significant within-group improvements in working memory, planning, and cognitive flexibility, whereas the control group showed no significant changes. Between-group comparisons revealed significant effects for working memory, planning, and ToM mental state/emotion recognition, with medium-to-large effect sizes. No significant group differences were found for hot EFs or ToM false belief understanding. Conclusions: These findings suggest that participation in a structured, school-based EF program is associated with selective improvements in specific cool EF components and one aspect of ToM in children with SLD, supporting the potential value of classroom-based interventions for cognitive and socio-cognitive development.
{"title":"Effects of a School-Based Intervention on Executive Functions and Theory of Mind in Children with Specific Learning Disorders.","authors":"Stella Tsermentseli, Aikaterini Pavlidou, Evangelia-Chrysanthi Kouklari","doi":"10.3390/brainsci16010042","DOIUrl":"10.3390/brainsci16010042","url":null,"abstract":"<p><p><b>Background/Objectives:</b> Executive functions (EFs) and Theory of Mind (ToM) are often compromised in children with Specific Learning Disorders (SLD). Although evidence highlights the malleability of EF, studies have yet to investigate whether school-based interventions can enhance both cool and hot EF domains and support ToM development in this population. This study evaluated the effectiveness of a structured, classroom-based EF training program in improving cool EF, hot EF, and ToM in children with SLD. <b>Methods:</b> Forty students with SLD (aged 8-10 years) were allocated to an intervention group (<i>n</i> = 24) or a passive control group (<i>n</i> = 16). The program was delivered in small groups during regular school hours over 6-9 weeks (18 sessions). Pre- and post-intervention assessments measured cool EFs (working memory, planning, cognitive flexibility, inhibition), hot EFs (affective decision-making, delay of gratification), and ToM (false belief understanding, mental state/emotion recognition). <b>Results:</b> The intervention group showed significant within-group improvements in working memory, planning, and cognitive flexibility, whereas the control group showed no significant changes. Between-group comparisons revealed significant effects for working memory, planning, and ToM mental state/emotion recognition, with medium-to-large effect sizes. No significant group differences were found for hot EFs or ToM false belief understanding. <b>Conclusions:</b> These findings suggest that participation in a structured, school-based EF program is associated with selective improvements in specific cool EF components and one aspect of ToM in children with SLD, supporting the potential value of classroom-based interventions for cognitive and socio-cognitive development.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12838942/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146059838","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 : 2025-12-28DOI: 10.3390/brainsci16010041
Yunyang Liu, Wenbo Xue, Long Yang, Mengmeng Li
Affective Computing and emotion recognition hold significant importance in healthcare, identity verification, human-computer interaction, and related fields. Accurate identification of emotion is crucial for applications in medicine, education, psychology, and military domains. Electroencephalographic (EEG) signals have gained widespread application in emotion recognition due to their inherent characteristics of being non-concealable and directly reflecting brain activity. In recent years, with the establishment of open datasets and advancements in deep learning, an increasing number of researchers have integrated EEG with deep learning methods for emotion recognition studies. This review summarizes commonly used deep learning models in EEG-based emotion recognition along with their applications in this field, including the design of different network architectures, optimization strategies, and model designs based on EEG signal features. We also discuss limitations from the perspectives of commonality-individuality (C-I) and suggest improvements. The review outlines future research directions and provided a minimal C-I framework to assess models. Through this review, we aim to provide researchers in this field with a comprehensive reference and approach to balance universality and personalization to promote the development of deep learning-based EEG emotion recognition methods.
{"title":"Deep Learning-Based EEG Emotion Recognition: A Review.","authors":"Yunyang Liu, Wenbo Xue, Long Yang, Mengmeng Li","doi":"10.3390/brainsci16010041","DOIUrl":"10.3390/brainsci16010041","url":null,"abstract":"<p><p>Affective Computing and emotion recognition hold significant importance in healthcare, identity verification, human-computer interaction, and related fields. Accurate identification of emotion is crucial for applications in medicine, education, psychology, and military domains. Electroencephalographic (EEG) signals have gained widespread application in emotion recognition due to their inherent characteristics of being non-concealable and directly reflecting brain activity. In recent years, with the establishment of open datasets and advancements in deep learning, an increasing number of researchers have integrated EEG with deep learning methods for emotion recognition studies. This review summarizes commonly used deep learning models in EEG-based emotion recognition along with their applications in this field, including the design of different network architectures, optimization strategies, and model designs based on EEG signal features. We also discuss limitations from the perspectives of commonality-individuality (C-I) and suggest improvements. The review outlines future research directions and provided a minimal C-I framework to assess models. Through this review, we aim to provide researchers in this field with a comprehensive reference and approach to balance universality and personalization to promote the development of deep learning-based EEG emotion recognition methods.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12839272/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146059830","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 : 2025-12-27DOI: 10.3390/brainsci16010040
David Facal, Eduardo Picón, Helena M Blumen, Cristina Lojo-Seoane, Ana Nieto-Vieites, Yaakov Stern, Arturo X Pereiro
Background: Cognitive and physical functions share certain age-related patterns of change, including slowed processing speed and movement. Both functions are multifaceted, and the association between them can be affected by the type of measurement considered. This study examined one-to-one relationships between cognitive and physical functions, using data from the Compostela Aging Study. Methods: A total of 267 middle-aged and older individuals without cognitive impairment were included in the study (mean age 65.57, 75.7% women). The relationship between cognitive and physical performance was examined using Spearman's rho, adjusted for age and sex. Results: Standing up, sitting down and total times in the Timed-Up and Go test were significantly correlated with performance on the Trail-Making and phonological fluency tests. Turning time in the Timed-Up and Go test and self-reported physical activity were correlated with performance on the Spanish version of the California Verbal Learning Test. Grip strength was correlated with performance on the Counting Span task. Conclusions: This study adds evidence to the one-to-one relationship between cognitive and physical function in a subclinical cohort of middle-aged and older adults.
{"title":"Differential Associations Between Distinct Components of Cognitive and Physical Function in Middle-Aged and Older Adults.","authors":"David Facal, Eduardo Picón, Helena M Blumen, Cristina Lojo-Seoane, Ana Nieto-Vieites, Yaakov Stern, Arturo X Pereiro","doi":"10.3390/brainsci16010040","DOIUrl":"10.3390/brainsci16010040","url":null,"abstract":"<p><p><b>Background</b>: Cognitive and physical functions share certain age-related patterns of change, including slowed processing speed and movement. Both functions are multifaceted, and the association between them can be affected by the type of measurement considered. This study examined one-to-one relationships between cognitive and physical functions, using data from the Compostela Aging Study. <b>Methods</b>: A total of 267 middle-aged and older individuals without cognitive impairment were included in the study (mean age 65.57, 75.7% women). The relationship between cognitive and physical performance was examined using Spearman's rho, adjusted for age and sex. <b>Results</b>: Standing up, sitting down and total times in the Timed-Up and Go test were significantly correlated with performance on the Trail-Making and phonological fluency tests. Turning time in the Timed-Up and Go test and self-reported physical activity were correlated with performance on the Spanish version of the California Verbal Learning Test. Grip strength was correlated with performance on the Counting Span task. <b>Conclusions</b>: This study adds evidence to the one-to-one relationship between cognitive and physical function in a subclinical cohort of middle-aged and older adults.</p>","PeriodicalId":9095,"journal":{"name":"Brain Sciences","volume":"16 1","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12838837/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146059904","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}