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Evaluating Brain Activity in Response to Short Meditation Stimuli Using R-Score, Electroencephalography, and Neural Networks. 利用R-Score、脑电图和神经网络评估对短时间冥想刺激的脑活动反应。
IF 2.4 Q4 NEUROSCIENCES Pub Date : 2025-10-17 DOI: 10.1177/09727531251379925
Daisy Das, Nabamita Deb, Rita Rani Talukdar, Saswati Sanyal Choudhury

Background: Stress is a major problem in today's culture, especially for expectant mothers. Newer therapies that show promising avenues for the reduction of stress include sound therapy, yoga, mantra chanting, and meditation (M). Electroencephalography (EEG) electroencephalography plays an important role in understanding the relaxation effects caused by these practices.

Purpose: This study looks at the immediate neuro-physiological effects of brief auditory stimuli on pregnant participants, focusing on EEG responses during and after meditation (AM). Unlike the literature that has focused on AM, the significance of EEG readings during M is emphasised.

Methods: The new classification model, namely REA (R-score, EEG and Artificial Neural Network [ANN]) was employed for the analysis against the conventional approach of ANN.

Results: The statistical feature analysis showed in M EEG more significant than AM EEG. The results indicated that short audio interventions can be used to induce relaxation, and the identified EEG channels of CFz (frontal midline), F8 (right frontal lobe), and CP2 (parietal lobe) resulted in 100% accuracy in recognising meditative states during M. This accuracy underlines the importance of these regions for the differentiation of the relaxation states.

Conclusion: The present study offers novel insights into trimester-specific responses to brief M audio stimuli and highly underscores the crucial role of EEG monitoring in M. These results point out that short auditory interventions might serve as a useful tool in the realm of stress reduction in prenatal care and offer a future direction of research into the neuro-physiological effects of M.

背景:压力是当今文化中的一个主要问题,尤其是对孕妇来说。新的疗法显示有希望减少压力的途径包括声音疗法,瑜伽,咒语吟唱和冥想(M)。脑电图在理解这些练习引起的放松效应方面起着重要的作用。目的:本研究着眼于短期听觉刺激对怀孕参与者的即时神经生理影响,重点关注冥想期间和之后的脑电图反应。与关注AM的文献不同,强调了M期间脑电图读数的重要性。方法:采用新的分类模型REA (R-score, EEG和人工神经网络[ANN])对传统的神经网络方法进行分析。结果:统计特征分析显示M型脑电图比AM型脑电图更显著。结果表明,短音频干预可以诱导放松,识别出的CFz(额中线)、F8(右额叶)和CP2(顶叶)脑电通道在m过程中对冥想状态的识别准确率为100%,这一准确性强调了这些区域对放松状态分化的重要性。结论:本研究对短音频刺激下的妊娠特异性反应提供了新的见解,并高度强调了脑电图监测在M中的重要作用。这些结果指出,短音频干预可能作为产前护理减压领域的有用工具,并为M的神经生理效应的未来研究提供了方向。
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引用次数: 0
Alcohol Abuse and Prospective Memory in 
Young Adults With and Without Childhood 
Trauma: The Moderating Role of Psychological 
Inflexibility. 酒精滥用和前瞻记忆在
有和没有童年
创伤的年轻人:心理
不灵活性的调节作用。
IF 2.4 Q4 NEUROSCIENCES Pub Date : 2025-10-10 DOI: 10.1177/09727531251379152
Shivangi Agrawal, Vikas Sharma

Background: Alcohol abuse continues to be a major concern among young adults aged 18-25, contributing to a range of cognitive, emotional, and behavioural impairments. One critical area of cognitive functioning affected by alcohol is prospective memory, the ability to remember and execute intended future actions. Individuals with a history of childhood trauma are at increased risk for alcohol misuse and associated cognitive challenges. Psychological inflexibility, defined as difficulty adapting to distressing internal experiences, may further exacerbate these effects but remains underexplored as a moderating variable.

Purpose: This study aimed to examine the moderating role of psychological inflexibility in the relationship between alcohol abuse and prospective memory in young adults with and without childhood trauma.

Methods: A total of 250 young adults (125 with childhood trauma and 125 without), aged 18-25, were selected using purposive sampling from educational institutions and community centres in Delhi NCR. Participants completed standardised self-report instruments, including the Alcohol, Smoking and Substance Involvement Screening Test (ASSIST), Childhood Trauma Questionnaire-Short Form (CTQ-SF), Prospective and Retrospective Memory Questionnaire (PRMQ), and Acceptance and Action Questionnaire-II (AAQ-II). Statistical analyses included descriptive statistics, Pearson correlations, independent samples t-tests, multiple regression, and moderation analysis using the PROCESS macro in SPSS.

Results: Analyses revealed significant associations among alcohol abuse, psychological inflexibility, and prospective memory difficulties. Notable group differences emerged between trauma and non-trauma participants. Psychological inflexibility moderated the relationship between alcohol abuse and prospective memory, with higher inflexibility linked to greater impairment.

Conclusion: Findings suggest that psychological inflexibility intensifies alcohol-related cognitive difficulties, highlighting its importance as a target for interventions aimed at the vulnerable youth population.

背景:酗酒仍然是18-25岁年轻人关注的主要问题,导致一系列认知、情感和行为障碍。受酒精影响的认知功能的一个关键领域是前瞻记忆,即记住和执行预期未来行动的能力。有童年创伤史的个体酒精滥用和相关认知挑战的风险增加。心理上的不灵活性,定义为难以适应痛苦的内心经历,可能会进一步加剧这些影响,但作为一个调节变量仍未得到充分的研究。目的:本研究旨在探讨心理不灵活性在有或没有童年创伤的年轻人酒精滥用与前瞻记忆之间的关系中的调节作用。方法:采用有目的抽样方法,从德里NCR的教育机构和社区中心选取了250名年龄在18-25岁的年轻人(125人有童年创伤,125人没有)。参与者完成了标准化的自我报告工具,包括酒精、吸烟和物质卷入筛选测试(ASSIST)、儿童创伤问卷-短表(CTQ-SF)、前瞻性和回顾性记忆问卷(PRMQ)和接受和行动问卷- ii (AAQ-II)。统计分析包括描述性统计、Pearson相关性、独立样本t检验、多元回归和使用SPSS中的PROCESS宏的调节分析。结果:分析显示酒精滥用、心理不灵活和前瞻记忆困难之间存在显著关联。在创伤和非创伤参与者之间出现了显著的组差异。心理不灵活调节了酒精滥用与前瞻记忆之间的关系,更大的不灵活与更大的损害有关。结论:研究结果表明,心理不灵活加剧了与酒精相关的认知困难,突出了其作为针对弱势青年群体的干预目标的重要性。
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引用次数: 0
Effect of 12 Weeks Yoga Therapy on Heart 
Rate Variability and Baroreflex Sensitivity 
in Female Hypothyroid Patients: 
A Randomised Control Trial. 12周瑜伽治疗对女性甲状腺功能减退患者心脏
心率变异性和压力反射敏感性
的影响:
一项随机对照试验。
IF 2.4 Q4 NEUROSCIENCES Pub Date : 2025-10-05 DOI: 10.1177/09727531251366084
Jayabal Karthiga, Pravati Pal, Jayaprakash Sahoo, Nivedita Nanda, Natarajan Kavitha, Gopal Krushna Pal

Background: Thyroid hormones tend to regulate the metabolic rate of the body. The autonomic nervous system (ANS) is involved in the regulation of cardiovascular functions, and its dysfunction increases cardiovascular risk. About 65% of overt hypothyroid patients have autonomic dysfunction, which is due to sympathetic overactivity and parasympathetic withdrawal leading to a state of sympathovagal imbalance. Also, hypothyroidism is stated to be an independent risk factor for cardiovascular disease.

Purpose: Yoga practice helps in better modulation of the ANS and has been shown to improve autonomic function in diabetes and heart failure patients. Pranayama has been shown to improve cardiac autonomic function in hypothyroidism. Therefore, we aimed to assess the effect of three months of yoga therapy on autonomic functions in female hypothyroid patients on levothyroxine supplementation.

Methods: In this randomised open-label study, 99 hypothyroid women between the age groups of 18-50 years were recruited from the Endocrinology OPD in JIPMER and were randomly allocated to two groups. The study group subjects (n = 51) were administered three months of yoga therapy in addition to levothyroxine supplementation and a control group subjects (n = 48) received levothyroxine supplementation only. Autonomic function test parameters such as heart rate variability (HRV) and baroreflex sensitivity (BRS) were recorded at the baseline and after three months of study period in all the participants, and the parameters were compared between the groups and within the groups. HRV was measured from RR tachogram using Biopac MP150 and BRS was assessed using Finapres.

Results: After three months of yoga therapy in female hypothyroid patients on levothyroxine supplementation, HRV parameters showed a significant increase in parasympathetic tone (SDNN: p = .002, RMSSD: p = .021, NN50: p < .001, pNN50: p < .001, TP: p = .001, HF: p < .001, HFnu: p = .002) along with a decline in resting sympathetic activity (LF: p = .002, LFnu: p < .001, LF:HF ratio: p = .022) and a significant improvement in BRS (p < .001). Additionally, cardiovascular parameters also showed improvement in the yoga group (SBP: p < .001, DBP: p = .010, PP: p < .001, MAP: p < .001, RPP: p < .001) compared to the control group.

Conclusion: Three months of yoga practice in female hypothyroid patients in addition to routine levothyroxine therapy, it is effective in enhancing cardiac autonomic function with a shift towards parasympathetic predominance, and significant improvements in cardiovascular parameters. Yoga therapy may be suggested for hypothyroid patients to improve their cardiovascular health.

背景:甲状腺激素具有调节机体代谢率的作用。自主神经系统(ANS)参与心血管功能的调节,其功能障碍会增加心血管风险。约65%的显性甲状腺功能减退患者有自主神经功能障碍,这是由于交感神经过度活跃和副交感神经戒断导致交感迷走神经失衡状态。此外,甲状腺功能减退被认为是心血管疾病的独立危险因素。目的:瑜伽练习有助于更好地调节ANS,并已被证明可以改善糖尿病和心力衰竭患者的自主神经功能。调息已被证明可以改善甲状腺功能减退患者的心脏自主神经功能。因此,我们的目的是评估三个月的瑜伽治疗对女性甲状腺功能减退患者补充左甲状腺素的自主神经功能的影响。方法:在这项随机开放标签研究中,从JIPMER内分泌科招募了99名年龄在18-50岁之间的甲状腺功能减退妇女,随机分为两组。研究组受试者(n = 51)在补充左甲状腺素的同时接受三个月的瑜伽治疗,对照组受试者(n = 48)只接受左甲状腺素补充。在基线和研究3个月后,记录所有参与者的自主功能测试参数,如心率变异性(HRV)和气压反射敏感性(BRS),并在组间和组内比较这些参数。使用Biopac MP150从RR速度图测量HRV,使用Finapres评估BRS。结果:经过3个月的瑜伽治疗女性甲状腺患者左旋甲状腺素补充,HRV参数有显著提高副交感(SDNN: p = .002 RMSSD: p = .021, NN50: p < pNN50措施:p <措施,TP: p =措施,高频:p < HFnu措施:p = .002)以及同情休息活动的减少(低频:p = .002 LFnu: p <措施,低频高频比率:p = .022)和br显著改善(p <措施)。此外,与对照组相比,瑜伽组的心血管参数也有所改善(收缩压:p < 0.001, DBP: p = 0.010, PP: p < 0.001, MAP: p < 0.001, RPP: p < 0.001)。结论:女性甲状腺功能减退患者在常规左甲状腺素治疗的基础上进行3个月的瑜伽练习,可有效增强心脏自主神经功能,使其向副交感神经为主转变,并显著改善心血管指标。对于甲状腺功能减退的患者,建议采用瑜伽疗法来改善心血管健康。
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引用次数: 0
Prevalence of CYP2C19 Poor Metabolisers 
Among South Indian Psychiatric Patients: 
A Pharmacogenetic Perspective Toward 
Precision Psychopharmacology. 南印度精神病患者中CYP2C19代谢不良者
的患病率:
对
精确精神药理学的药物遗传学观点。
IF 2.4 Q4 NEUROSCIENCES Pub Date : 2025-10-05 DOI: 10.1177/09727531251379157
Bhavatharini Sukumaran, Aswathy V S, Rinu Mary Xavier, Kishor M, Selvaraj Krishnamurthi, Arun K P, Deepalakshmi M

Background: Genetic polymorphisms significantly influence individual responses to antidepressant medications. Among these, variations in the cytochrome P450 enzyme CYP2C19, particularly the *2 allele, are known to affect drug metabolism, with implications for both efficacy and safety. South Indian populations exhibit a relatively high prevalence of this polymorphism, yet data specific to psychiatric cohorts remain limited.

Purpose: This study aimed to determine the prevalence of the CYP2C19*2 polymorphism among South Indian psychiatric patients and to classify the corresponding metaboliser phenotypes to inform precision prescribing strategies for psychotropic medications.

Methods: A cross-sectional observational study was conducted involving 140 psychiatric patients of South Indian ancestry across two tertiary psychiatric centres. Genomic DNA was extracted from peripheral blood samples and genotyped for the CYP2C19*2 (681G>A) variant using TaqMan-based real-time PCR. Participants were categorised into metaboliser phenotypes based on CPIC guidelines: normal (*1/*1), intermediate (*1/*2) and poor (*2/*2) metabolisers. Genotype frequencies were assessed for Hardy-Weinberg equilibrium (HWE) and descriptive statistics were used to summarise allele and phenotype distributions.

Results: The CYP2C19*2 allele frequency was 27.5%. Genotype distribution was as follows: *1/*1 in 55.7%, *1/*2 in 33.6% and *2/*2 in 10.7% of participants. Accordingly, 44.3% of patients were classified as non-normal metabolisers (NMs) (intermediate or poor). The genotype distribution did not deviate significantly from HWE (p = .0614), indicating population stability.

Conclusion: A substantial proportion of South Indian psychiatric patients exhibit reduced CYP2C19 enzyme activity due to the presence of the *2 allele. These findings highlight the clinical utility of pre-emptive pharmacogenetic testing to guide antidepressant selection and dosing in this population, supporting the implementation of precision psychiatry in routine mental health care.

背景:遗传多态性显著影响个体对抗抑郁药物的反应。其中,细胞色素P450酶CYP2C19的变异,特别是*2等位基因,已知会影响药物代谢,对疗效和安全性都有影响。南印度人群表现出这种多态性的相对较高的患病率,但特定于精神病学队列的数据仍然有限。目的:本研究旨在确定CYP2C19*2多态性在南印度精神病患者中的患病率,并对相应的代谢表型进行分类,为精神药物的精确处方策略提供信息。方法:一项横断面观察性研究涉及140名南印度血统的精神病患者在两个三级精神病中心。从外周血样本中提取基因组DNA,使用TaqMan-based real-time PCR对CYP2C19*2 (681G>A)变异进行基因分型。根据CPIC指南将参与者分为代谢表型:正常(*1/*1),中间(*1/*2)和差(*2/*2)代谢。对基因型频率进行Hardy-Weinberg平衡(HWE)评估,并使用描述性统计来总结等位基因和表型分布。结果:CYP2C19*2等位基因频率为27.5%。基因型分布为*1/*1占55.7%,*1/*2占33.6%,*2/*2占10.7%。因此,44.3%的患者被归类为非正常代谢(NMs)(中等或较差)。基因型分布没有明显偏离HWE (p = .0614),表明种群稳定。结论:由于*2等位基因的存在,相当一部分南印度精神病患者CYP2C19酶活性降低。这些发现强调了先发制人的药物遗传学测试在指导这一人群的抗抑郁药物选择和剂量方面的临床应用,支持在常规精神卫生保健中实施精确精神病学。
{"title":"Prevalence of <i>CYP2C19</i> Poor Metabolisers \u2028Among South Indian Psychiatric Patients: \u2028A Pharmacogenetic Perspective Toward \u2028Precision Psychopharmacology.","authors":"Bhavatharini Sukumaran, Aswathy V S, Rinu Mary Xavier, Kishor M, Selvaraj Krishnamurthi, Arun K P, Deepalakshmi M","doi":"10.1177/09727531251379157","DOIUrl":"10.1177/09727531251379157","url":null,"abstract":"<p><strong>Background: </strong>Genetic polymorphisms significantly influence individual responses to antidepressant medications. Among these, variations in the cytochrome P450 enzyme <i>CYP2C19</i>, particularly the *2 allele, are known to affect drug metabolism, with implications for both efficacy and safety. South Indian populations exhibit a relatively high prevalence of this polymorphism, yet data specific to psychiatric cohorts remain limited.</p><p><strong>Purpose: </strong>This study aimed to determine the prevalence of the <i>CYP2C19*2</i> polymorphism among South Indian psychiatric patients and to classify the corresponding metaboliser phenotypes to inform precision prescribing strategies for psychotropic medications.</p><p><strong>Methods: </strong>A cross-sectional observational study was conducted involving 140 psychiatric patients of South Indian ancestry across two tertiary psychiatric centres. Genomic DNA was extracted from peripheral blood samples and genotyped for the <i>CYP2C19*2</i> (681G>A) variant using TaqMan-based real-time PCR. Participants were categorised into metaboliser phenotypes based on CPIC guidelines: normal (*1/*1), intermediate (*1/*2) and poor (*2/*2) metabolisers. Genotype frequencies were assessed for Hardy-Weinberg equilibrium (HWE) and descriptive statistics were used to summarise allele and phenotype distributions.</p><p><strong>Results: </strong>The <i>CYP2C19*2</i> allele frequency was 27.5%. Genotype distribution was as follows: *1/*1 in 55.7%, *1/*2 in 33.6% and *2/*2 in 10.7% of participants. Accordingly, 44.3% of patients were classified as non-normal metabolisers (NMs) (intermediate or poor). The genotype distribution did not deviate significantly from HWE (<i>p</i> = .0614), indicating population stability.</p><p><strong>Conclusion: </strong>A substantial proportion of South Indian psychiatric patients exhibit reduced <i>CYP2C19</i> enzyme activity due to the presence of the *2 allele. These findings highlight the clinical utility of pre-emptive pharmacogenetic testing to guide antidepressant selection and dosing in this population, supporting the implementation of precision psychiatry in routine mental health care.</p>","PeriodicalId":7921,"journal":{"name":"Annals of Neurosciences","volume":" ","pages":"09727531251379157"},"PeriodicalIF":2.4,"publicationDate":"2025-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12500602/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145249404","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Implementing Community-based 
Non-pharmacological Interventions for 
Chronic Low Back Pain: A Realist Perspective 
on Challenges, Lessons and Sustainability 
from a Randomised Controlled Trial. 实施社区为基础的
对
慢性腰痛的非药物干预:现实主义的观点
对挑战、教训和可持续性
来自一项随机对照试验。
IF 2.4 Q4 NEUROSCIENCES Pub Date : 2025-10-05 DOI: 10.1177/09727531251379160
Babita Ghai, Rajni Sharma, Babina Rani, Akshay Anand
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引用次数: 0
Assessment of Sleep-wake State-associated Dynamic Changes in Heart Rate Variability in Female Rat: Autonomic System Modelling Approaches for Studying Behavioural Dysregulation. 评估雌性大鼠睡眠-觉醒状态相关的心率变异性动态变化:研究行为失调的自主系统建模方法。
IF 2.4 Q4 NEUROSCIENCES Pub Date : 2025-09-25 DOI: 10.1177/09727531251371350
Arshajyothirmayi Va, Narayanan Namboodiri, Kamalesh K Gulia

Background: Acute heart rate variability (HRV) is used for assessment of functional autonomic profile in awake resting state in humans subjects. Evaluation of 24-h variations in the sympatho-vagal balance across sleep stages through HRV are valuable to understand the basis of various lifestyles diseases, however, such studies are uncommon.

Purpose: The present study modelled the sleep-wake associated cardiac autonomic changes in freely moving female Wistar rats across light and dark phase using HRV as a tool.

Methods: Sleep states (non-rapid eye movement [NREM] and rapid eye movement [REM] sleep) were estimated through electroencephalogram (EEG) and electromyogram (EMG), while the ECG signal was acquired simultaneously for HRV analysis. To understand circadian dynamics, HRV was analysed for noise-free distinct and transitional state segments of sleep-wakefulness.

Results: In time domain parameters, RR intervals during NREM sleep were longer in comparison to wake and REM sleep. In the frequency domain, reductions in LF and an increase in HF power during NREM sleep were evident compared to other states. RR interval during wakefulness in the dark phase was significantly decreased compared to the light phase. The RR interval was the longest during the early phase of the light period (6-10 am) in all three states.

Conclusion: Parasympathetic predominance during NREM sleep was similar to a human having a monophasic pattern, while a higher sympathetic tone during the majority of transitional states in rats, which are polyphasic in nature, indicated risk of dysregulated sympatho-vagal balance with fragmented sleep. Further, the highest parasympathetic activity during the early light phase and the highest sympathetic drive during the dark phase may serve as an adaptive mechanism for survival in nocturnal life.

背景:急性心率变异性(HRV)用于评估人类受试者清醒静息状态下的功能性自主神经谱。通过HRV评估不同睡眠阶段交感神经-迷走神经平衡的24小时变化对了解各种生活方式疾病的基础是有价值的,然而,这样的研究并不常见。目的:本研究以心率变异为工具,模拟自由活动雌性Wistar大鼠在明暗期睡眠-觉醒相关的心脏自主神经变化。方法:通过脑电图(EEG)和肌电图(EMG)评估睡眠状态(非快速眼动(NREM)和快速眼动(REM)睡眠),同时获取心电信号进行HRV分析。为了了解昼夜动力学,我们分析了无噪声的不同睡眠-觉醒状态段和过渡状态段的HRV。结果:在时域参数上,非快速眼动睡眠的RR间隔较清醒期和快速眼动期更长。在频域,与其他状态相比,非快速眼动睡眠期间低频功率的降低和高频功率的增加是明显的。与亮期相比,暗期清醒时的RR间隔明显缩短。在所有三种状态下,RR间隔在光照期早期(6-10 am)最长。结论:NREM睡眠期间的副交感神经优势与人类的单相模式相似,而大鼠在大多数过渡状态(本质上是多相的)时交感神经张力较高,表明存在交感神经-迷走神经平衡失调与睡眠片段化的风险。此外,光前期的副交感神经活动最高,暗期的交感神经驱动最高,可能是夜间生存的一种适应机制。
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引用次数: 0
Correlation of Carotid Intima-media Thickness with Glycaemic Variability in Patients with Type 2 Diabetes Mellitus: A Cross-sectional Study. 2型糖尿病患者颈动脉内膜-中膜厚度与血糖变异性的相关性:一项横断面研究
IF 2.4 Q4 NEUROSCIENCES Pub Date : 2025-09-22 DOI: 10.1177/09727531251371344
Shyam Murti Bohare, Monika Pathania, Ravi Kant, Oshin Puri, Ashish Sanjay Chaudhari, Minakshi Dhar

Background: Atherosclerosis, a precursor to macrovascular complications in type 2 diabetes, has shown links to blood glucose fluctuations. Carotid intima-media thickness (CIMT) serves as a non-invasive tool for early atherosclerosis assessment.

Purpose: This study explores associations between specific glycaemic variability markers and CIMT in young type 2 diabetes patients.

Methodology: A cross-sectional study was conducted on 52 patients aged ≤50, assessing mean blood glucose (MBG), standard deviation (SD), mean amplitude of glucose excursion (MAGE), largest amplitude of glucose excursion (LAGE) and CIMT. Statistical analyses included descriptive statistics and Spearman's rank correlation tests.

Results and discussion: Participants exhibited diverse characteristics and poor glycaemic control (mean glycated hemoglobin (HbA1c): 8.7%). Nephropathy (52%), neuropathy (44.2%) and diabetic retinopathy (67.3%) were prevalent. Continuous glucose monitoring (CGM) revealed elevated glycaemic parameters. Significant correlations were found between MBG, SD, MAGE, LAGE and CIMT. Despite regional variations and elevated risk factors, findings align with prior studies, emphasising the multifactorial nature of atherosclerosis. The study highlights the importance of targeted interventions in diabetes management.

Conclusion: The study reveals suboptimal glycaemic control and a high prevalence of microvascular complications. Contrary to some studies, it establishes a significant correlation between glycaemic variability and CIMT, emphasising the importance of targeted interventions.

背景:动脉粥样硬化是2型糖尿病大血管并发症的前兆,与血糖波动有关。颈动脉内膜-中膜厚度(CIMT)是早期动脉粥样硬化评估的无创工具。目的:本研究探讨年轻2型糖尿病患者特异性血糖变异性标志物与CIMT之间的关系。方法:对52例年龄≤50岁的患者进行横断面研究,评估平均血糖(MBG)、标准差(SD)、平均葡萄糖偏移幅度(MAGE)、最大葡萄糖偏移幅度(LAGE)和CIMT。统计分析包括描述性统计和Spearman秩相关检验。结果和讨论:参与者表现出多种特征和较差的血糖控制(平均糖化血红蛋白(HbA1c): 8.7%)。肾病(52%)、神经病变(44.2%)和糖尿病视网膜病变(67.3%)较为常见。连续血糖监测(CGM)显示血糖参数升高。MBG、SD、MAGE、LAGE与CIMT呈显著相关。尽管存在地区差异和高风险因素,但研究结果与先前的研究一致,强调了动脉粥样硬化的多因素性质。该研究强调了有针对性的干预在糖尿病管理中的重要性。结论:该研究揭示了亚理想的血糖控制和微血管并发症的高发。与一些研究相反,它建立了血糖变异性和CIMT之间的显著相关性,强调了有针对性干预的重要性。
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引用次数: 0
Reviewing the Effectiveness of Machine Learning Algorithm for Detecting Risk Behaviours Through Speech Patterns. 回顾机器学习算法通过语音模式检测风险行为的有效性。
IF 2.4 Q4 NEUROSCIENCES Pub Date : 2025-09-19 DOI: 10.1177/09727531251369285
Haripriya Nagasubramanian, Saranya T S

Background: Any risk behaviour may result in a negative outcome. This highly depends on the complex interplay of emotions and an individual's perception of risk. AI and ML can study the biological signature and speech of individuals, which can help clinicians intervene with individualised structured interventions.

Summary: This review investigates how AI and ML-based algorithms are used for detecting risk behaviours such as along with their diagnostic characteristics and treatment results. The review serves to collect all modern research about risk detection using existing ML techniques, along with their positive impact on clinical practice. The research explores how applying various DL models enhances the diagnostic accuracy and reliability of the findings.

Key message: Though many ML models show a strong potential in detecting the risk behaviours, they do face limitations like a sub-optimal level of precision and sensitivity, Limited clinical value, external validity, high false positive rates, and less interpretability. Hence, HMM is recommended as a good alternative because of its excellence in uncovering the hidden states from overt behaviours, especially using language or speech analysis. The research currently in the field of risk prediction works on text or speech analysis and uses neuroimaging data. The implementation of DL practice is needed through validation, and at the same time, ethical considerations, data privacy issues should also be considered. There is strong evidence to suggest that DL and ML models and their adaptations show promising ways to predict and prevent risky behaviours.

背景:任何冒险行为都可能导致消极的结果。这在很大程度上取决于情绪的复杂相互作用和个人对风险的感知。人工智能和机器学习可以研究个体的生物特征和语言,这可以帮助临床医生进行个性化的结构化干预。摘要:本综述探讨了人工智能和基于机器学习的算法如何用于检测风险行为,以及它们的诊断特征和治疗结果。该综述收集了所有关于使用现有ML技术进行风险检测的现代研究,以及它们对临床实践的积极影响。本研究探讨了如何应用各种深度学习模型来提高诊断结果的准确性和可靠性。关键信息:尽管许多ML模型在检测风险行为方面显示出强大的潜力,但它们确实面临局限性,如精度和灵敏度的次优水平、有限的临床价值、外部有效性、高假阳性率和较低的可解释性。因此,HMM被推荐为一个很好的替代方案,因为它在从公开行为中发现隐藏状态方面表现出色,特别是使用语言或语音分析。目前在风险预测领域的研究主要是对文本或语音进行分析,并使用神经成像数据。DL实践的实施需要通过验证,同时也要考虑伦理方面的考虑,数据隐私问题也要考虑。有强有力的证据表明,深度学习和机器学习模型及其适应性显示出预测和预防危险行为的有希望的方法。
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引用次数: 0
Efficacy and Safety of Early Neuromuscular Electrical Stimulation on Shoulder and Arm Paresis in Patients of Acute Ischaemic Stroke-A Quasi-experimental Study. 早期神经肌肉电刺激治疗急性缺血性脑卒中肩臂麻痹的有效性和安全性——准实验研究。
IF 2.4 Q4 NEUROSCIENCES Pub Date : 2025-09-16 DOI: 10.1177/09727531251365376
Shahnawaz Ahmad, Varun Kumar Singh, Rameshwar Nath Chaurasia, Vijay Nath Mishra, Abhishek Pathak, Anand Kumar, Deepika Joshi, Girish Singh

Background: Shoulder subluxation and shoulder pain are frequent after a stroke. Neuromuscular electrical stimulation (NMES) has been used widely in the sub-acute and chronic stages, but its use in the early stage is infrequent.

Aims and objectives: The study's objective is to see the effect of early neuromuscular electrical stimulation on hand function, shoulder subluxation, and shoulder pain after three months of stroke.

Methods: This study included 60 acute ischaemic stroke survivors. The intervention group received early NMES with standard rehabilitation, whereas the control group only received standard rehabilitation. The assessment was done at baseline and three months follow-up. The outcome measures were the presence of a sulcus sign, the Numerical Rating Scale (NRS), the Fugl-Meyer Assessment-Upper Extremity (FMA-UE, sub-scale A and A-D) and the Motor Activity Log (MAL) (sub-scale HOW WELL and AMOUNT).

Result: The intervention group had eight patients and the control group had nine patients with shoulder subluxation at follow-up. Hand functional outcomes were significantly better in the intervention group compared to the control group, with the FMA-UE-A scores of 27 (19-36) versus 18.5 (4.7-24.75), p = .007 and FMA-UE-A-D scores of 28.5 (4-48.25) versus 7.5 (4-23.75), p = .011. The HOW WELL and AMOUNT scores also showed significant differences, with 90 (30-150) versus 30 (0-90), p = .027. The intervention group did not experience any adverse events related to NMES.

Conclusion: The application of early NMES prevents shoulder subluxation and improves hand function. Randomised control trials with larger sample sizes and additional treatment sessions are needed to generalise the results.

背景:中风后肩部半脱位和肩部疼痛是常见的。神经肌肉电刺激(NMES)已广泛应用于亚急性和慢性阶段,但其在早期的应用是罕见的。目的和目的:该研究的目的是观察早期神经肌肉电刺激对手部功能、肩部半脱位和中风三个月后肩部疼痛的影响。方法:本研究纳入60例急性缺血性脑卒中幸存者。干预组给予早期NMES伴标准康复治疗,对照组仅给予标准康复治疗。评估在基线和三个月的随访中进行。结果测量为是否存在沟征、数值评定量表(NRS)、Fugl-Meyer上肢评估(FMA-UE,子量表a和a - d)和运动活动日志(MAL)(子量表HOW WELL和AMOUNT)。结果:干预组随访8例,对照组随访9例。干预组手功能指标明显优于对照组,FMA-UE-A评分为27(19-36)比18.5 (4.7-24.75),p = 0.007; FMA-UE-A- d评分为28.5(4-48.25)比7.5 (4-23.75),p = 0.011。HOW WELL和AMOUNT得分也有显著差异,分别为90分(30-150)和30分(0-90),p = 0.027。干预组未发生任何与NMES相关的不良事件。结论:早期应用NMES可预防肩关节半脱位,改善手部功能。需要更大样本量的随机对照试验和额外的治疗时间来推广结果。
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引用次数: 0
Cognitive Functions in High-altitude Tribal Population: Assessment Using the Montreal Cognitive Assessment (MoCA) Tool. 高原部落人口的认知功能:使用蒙特利尔认知评估(MoCA)工具进行评估。
IF 2.4 Q4 NEUROSCIENCES Pub Date : 2025-09-16 DOI: 10.1177/09727531251369164
Hitesh Jani, Punam Verma, Ritika Thakur, Rupali Parlewar, Priti Bhanderi, Bhoopendra Patel, Harshali Rankhambe, Navdeep Ahuja, Prashant Kumar Saini

Background: High altitude (HA) environments expose individuals to chronic hypoxia, which can affect cognitive function. While studies have explored cognitive deficits in lowlanders ascending to HAs, there is limited research on cognitive function among natives of HA.

Purpose: This study aimed to evaluate cognitive functions in the tribal population of Himachal Pradesh India using the Montreal Cognitive Assessment (MoCA) tool and assess the effect of high and very HAs along with age and gender variation in cognitive functions in these HA natives.

Methods: This study included 359 participants who lived at HAs. Cognitive function was assessed using MoCA. Participants were stratified by altitude (3,000-3,500 m and >3,500 m) and age group (20-40, 41-60 and >60 years). Appropriate statistical analyses were performed to determine the association of altitude, age, and sex with MoCA total and subscale scores.

Results: Significant associations were found between altitude and performance on the Naming, Attention, Delayed Recall, and Orientation subscales (p < .001, p < .001, p < .001 and p = .002, respectively). Specifically, a significant age-related decline was observed across the MoCA total score and most subscales (p < .001, Kendall's Tau = 0.48). Gender also had a significant association with the Visuospatial/Executive and Attention subscales (p < .001 for both), with males scoring higher than females.

Conclusion: Increasing altitude was associated with lower scores on specific cognitive domains. Age is a primary factor influencing cognitive performance in high-altitude natives and is associated with lower MoCA scores. Gender differences were also observed in specific cognitive functions. These findings suggest that altitude, age, and sex play important roles in shaping the cognitive profiles of individuals living at HAs.

背景:高海拔(HA)环境使个体暴露于慢性缺氧,从而影响认知功能。虽然有研究探讨了低地人上升到HA的认知缺陷,但对HA土著人的认知功能的研究有限。目的:本研究旨在利用蒙特利尔认知评估(MoCA)工具评估印度喜马偕尔邦部落人口的认知功能,并评估高和非常HA随年龄和性别变化对这些HA原住民认知功能的影响。方法:本研究包括359名居住在HAs的参与者。使用MoCA评估认知功能。参与者按海拔(3000 - 3500米和bb0 - 3500米)和年龄组(20-40岁、41-60岁和bb1 -60岁)分层。进行适当的统计分析以确定海拔、年龄和性别与MoCA总分和分量表得分的关系。结果:海拔高度与命名、注意、延迟回忆和定向量表表现显著相关(p < 0.001, p < 0.001, p < 0.001和p = 0.002)。具体而言,在MoCA总分和大多数子量表中观察到显著的年龄相关下降(p < 0.001, Kendall's Tau = 0.48)。性别也与视觉空间/执行和注意力分量表有显著的关联(p < 0.001),男性得分高于女性。结论:海拔升高与特定认知领域得分降低有关。年龄是影响高海拔地区居民认知表现的主要因素,并与较低的MoCA得分相关。在特定的认知功能上也观察到性别差异。这些发现表明,海拔高度、年龄和性别在塑造高海拔地区个体的认知特征方面发挥着重要作用。
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引用次数: 0
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Annals of Neurosciences
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