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Best Evidence Summary for the Improvement and Management of Disorders of Consciousness in Patients With Severe Brain Injury. 重型脑损伤患者意识障碍的改善和治疗的最佳证据总结。
IF 2.6 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-01-01 DOI: 10.1002/brb3.70260
Miaoyuan Lin, Qiongna Lu, Sheng Yu, Wenjuan Lin

Background and purpose: The treatment effect of consciousness after brain injury is currently uncertain. Thus, this study aimed to retrieve the evidence from neurologists around the world on the management of consciousness disorders in patients with severe brain injury and evaluate and summarize the evidence, providing the guidance on the related management for clinicians.

Methods: Following the evidence summary report standard of Fudan University Center for Evidence-Based Nursing, clinical guidelines, expert consensuses, systematic reviews, and evidence summaries were systematically retrieved from UpToDate; BMJ Best Practice; Guidelines International Network; the Cochrane Library; Embase; PubMed; Sinomed; Web of Science; CNKI; WanFang database; American Academy of Neurology (AAN); American Congress of Rehabilitation Medicine (ACRM); European Academy of Neurology; and National Institute on Disability, Independent Living, and Rehabilitation Research (NIDILRR). The publishing timeline for articles was limited from January 2017 to January 2024.

Results: Fourteen articles were finally identified. The 26 best pieces of evidence were recommended by inducting and integrating the evidence from these articles, covering the following seven aspects: consciousness assessment, multidisciplinary team, intervention in facilitating arousal, sensory stimulation programs, drug administration, rehabilitation program, and prevention of complications.

Conclusion: This study summarized the evidence of consciousness management in patients with brain injury, providing guidance for clinicians to develop and apply those interventions to improve the patient's clinical outcomes and quality of life. In addition, relevant factors such as the clinical environment and cooperation with the patient's family members should be evaluated and adjusted before applying such evidence. Future studies should focus on more targeted randomized clinical trials.

背景与目的:脑损伤后意识恢复的治疗效果目前尚不确定。因此,本研究旨在检索世界各地神经科医生关于重型脑损伤患者意识障碍管理的证据,并对证据进行评估和总结,为临床医生提供相关管理的指导。方法:按照复旦大学循证护理中心的证据总结报告标准,系统检索UpToDate网站的临床指南、专家共识、系统评价和证据总结;BMJ最佳实践;准则国际网络;科克伦图书馆;Embase;PubMed;Sinomed;Web of Science;CNKI;WanFang数据库;美国神经学会(AAN);美国康复医学大会;欧洲神经病学学会;以及国家残疾、独立生活和康复研究所(NIDILRR)。文章发表时间限制为2017年1月至2024年1月。结果:最终鉴定出14篇。通过对这些文章的证据进行归纳和整合,推荐出26条最佳证据,涵盖意识评估、多学科团队、促进觉醒的干预、感觉刺激方案、药物管理、康复方案和并发症预防等7个方面。结论:本研究总结了脑损伤患者意识管理的证据,为临床医生制定和应用这些干预措施以改善患者的临床预后和生活质量提供指导。此外,在应用这些证据之前,应评估和调整临床环境、与患者家属的合作等相关因素。未来的研究应侧重于更有针对性的随机临床试验。
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引用次数: 0
Prognostic Value of Cerebrospinal Fluid and Serum Neurofilament Light Chain in Amyotrophic Lateral Sclerosis: A Correlation Study.
IF 2.6 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-01-01 DOI: 10.1002/brb3.70256
Siqi Dong, Xiaoni Liu, Yanni Zhou, Jiatong Li, Zihan Qi, Zihan Wang, Wenbo Yang, Xiangjun Chen

Background: The diagnostic and prognostic values of serum neurofilament light chain (sNfL), in comparison to cerebrospinal fluid (CSF) neurofilament light chain (cNfL), and other clinical parameters in amyotrophic lateral sclerosis (ALS) at the time of diagnosis remain elusive.

Methods: We examine paired serum and CSF samples from 80 ALS patients and 21 control subjects, all obtained at the time of diagnosis. Additional serum samples were collected from 51 other ALS patients. NfL concentrations were quantified using the single molecule array (Simoa) technique.

Results: Our findings demonstrate a robust correlation between NfL levels in matched CSF and serum samples. Notably, both sNfL (p < 0.0001) and cNfL (p < 0.0001) exhibited significantly elevated levels in ALS patients compared to controls. Furthermore, baseline sNfL concentrations, as well as cNfL levels, emerged as predictive indicators of subsequent disease progression rate (sNfL: p < 0.0001, cNfL: p = 0.0005) and overall survival (sNfL: p = 0.0073, cNfL: p = 0.0044). Employing a Cox regression model, we identified baseline sNfL level (HR = 1.01, p = 0.013), and diagnostic delay (HR = 0.94, p = 0.003) as independent prognostic factors for mortality. Furthermore, we constructed a nomogram model that incorporates both sNfL and pertinent clinical variables, which substantially enhances the accuracy of predicting disease outcomes (Concordance Index, 0.808).

Conclusion: Our study underscores the robust correlation between sNfL and cNfL in ALS patients and establishes baseline sNfL as a potent and independent prognostic marker for mortality.

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引用次数: 0
Alpha and Theta Oscillations Associated With Behavioral Phenotypes of Pain-Attention Interaction. 与疼痛-注意相互作用行为表型相关的α和θ振荡。
IF 2.6 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-01-01 DOI: 10.1002/brb3.70190
Nikou Kelardashti, Benjamin T Dunkley, Rima El-Sayed, Vaidhehi Veena Sanmugananthan, Junseok Andrew Kim, Natalie Rae Osborne, Joshua C Cheng, Anton Rogachov, Rachael L Bosma, Ariana E Besik, Karen Deborah Davis

Purpose: Pain is inherently salient and so draws our attention in addition to impacting performance on attention-demanding tasks. Individual variability in pain-attention interactions can be assessed by two kinds of behavioral phenotypes that quantify how individuals prioritize pain versus attentional needs. The intrinsic attention to pain (IAP) measure quantifies the degree to which a person attends to pain (high-IAP) or mind-wanders away from pain (low-IAP). The A/P categorization quantifies how pain impacts cognitive performance during an attention-demanding task classifying individuals into P type (pain dominates, worse performance during pain in comparison to no pain) and A type (attention to task dominates, better performance during pain in comparison to no pain). Although previous MRI-based studies have linked these phenotypes with the dynamic pain connectome (DPC), the underlying neural oscillations are not known. This paper aims to examine the brain-behavior relationship between alpha and theta oscillations within nodes of the DPC and pain-attention phenotypes.

Method: Fifty participants (27 F, 23 M) underwent resting-state magnetoencephalography (MEG). Individual IAP scores were determined by assessing mind-wandering during pain and A/P type was based on interference of pain with cognitive task performance.

Finding: The main findings were: (1) peak alpha frequency (PAF) power did not differ between low/high-IAP individuals or A/P-type individuals within the nodes of the DPC; (2) compared to high-IAP individuals, those with low-IAP have slower PAF in the left primary somatosensory cortex, posterior cingulate cortex and precuneus and higher theta power in the ascending nociceptive pathway and default mode network; (3) males with low-IAP, compared to females, had higher PAF power throughout the DPC.

Conclusion: Alpha and theta oscillations within the DPC may underlie aspects of attentional focus and pain-attention interactions.

目的:疼痛本质上是突出的,因此除了影响注意力要求任务的表现外,还会吸引我们的注意力。疼痛-注意力相互作用的个体差异可以通过两种行为表型来评估,这两种行为表型量化了个体如何优先考虑疼痛和注意力需求。对疼痛的内在关注(IAP)测量量化了一个人关注疼痛的程度(高IAP)或从疼痛中走神的程度(低IAP)。A/P分类量化了疼痛如何影响注意力要求任务中的认知表现,将个体分为P型(疼痛占主导地位,与不疼痛相比疼痛时表现更差)和A型(对任务的注意力占主导地位,与不疼痛相比疼痛时表现更好)。尽管先前基于mri的研究已经将这些表型与动态疼痛连接组(DPC)联系起来,但潜在的神经振荡尚不清楚。本文旨在研究DPC节点内α和θ振荡与疼痛-注意表型之间的脑行为关系。方法:对50例被试(27例F, 23例M)进行静息状态脑磁图检查。个体IAP得分是通过评估疼痛时的走神来确定的,A/P类型是基于疼痛对认知任务表现的干扰。结果:主要发现:(1)低/高iap个体和A/ p型个体在DPC节点内的α峰频率(PAF)功率无显著差异;(2)与高iap个体相比,低iap个体左侧初级体感皮层、后扣带皮层和楔前叶的PAF较慢,上行伤害感受通路和默认模式网络的θ波功率较高;(3) iap低的雄性在整个DPC过程中具有更高的PAF能力。结论:DPC内的α和θ振荡可能是注意焦点和疼痛-注意相互作用的基础。
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引用次数: 0
Effects of Quetiapine on Novelty-Related Object Recognition Memory and Hippocampal BDNF Level in Sleep-Deprived Rats. 奎硫平对睡眠剥夺大鼠新颖性客体识别记忆及海马BDNF水平的影响。
IF 2.6 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-01-01 DOI: 10.1002/brb3.70226
Öznur Özge Özcan, Burcu Çevreli, Emel Serdaroğlu Kaşıkçı, Mesut Karahan, Muhsin Konuk

Background: The underlying mechanism of quetiapine (QET) in treating cognitive impairment in sleep deprivation is unclear. The present study aimed to evaluate the effects of treatment with QET on novel object recognition and hippocampal (hippo) brain-derived neurotrophic factor (BDNF) levels in rats submitted to 72 h sleep deprivation (SD).

Materials and methods: A total of 42 adult male Wistar albino rats were assigned into six experimental groups: non-sleep-deprived (NSD) control, short-term control group (n = 7) received a single intraperitoneal (i.p.) injection 10 mg/kg QET of 1 mL saline (4 days) (NSD-STQET), long-term control group (n = 7) received single i.p. injection 10 mg/kg QET of 1 mL saline (30 days) (NSD-LTQET); 72 h sleep-deprived (SD) group, 72 h SD short-term group received short-term i.p. injection 10 mg/kg QET of either (n = 7) (SD-STQET), and 72 h SD long-term group received long-term i.p. injection 10 mg/kg QET of either (n = 7) QET (SD-LTQET). SD was performed using the modified multiple-platform technique in a water tank for 72 h. Additionally, we aim to reveal the consequences of 72 h SD and QET effects on memory processes with hippo BDNF levels by testing rats in the novel object recognition (NOR) test and ELISA method.

Results: Long-term QET administration in healthy rats decreased NOR and BDNF protein expression in the hippocampus, as did 72 h SD. Long- and short-term QET administration reversed SD effects, but only short-term QET administration increased hippo BDNF.

Conclusion: These results suggest that the beneficial effects of QET on SD may be partly related to the upregulation of recognition memory and neuroprotective proteins such as BDNF. However, long-term QET treatment in the absence of a disease model may have the potential to negatively impact recognition memory and BDNF levels, which support synaptic plasticity and cognitive function.

背景:喹硫平(QET)治疗睡眠剥夺认知障碍的潜在机制尚不清楚。本研究旨在评估QET治疗对72小时睡眠剥夺(SD)大鼠新物体识别和海马脑源性神经营养因子(BDNF)水平的影响。材料与方法:将42只成年雄性Wistar白化大鼠分为6个实验组:非睡眠剥夺(NSD)对照组,短期对照组(n = 7)单次腹腔注射10 mg/kg QET 1 mL生理盐水(4 d) (NSD- stqet),长期对照组(n = 7)单次腹腔注射10 mg/kg QET 1 mL生理盐水(30 d) (NSD- ltqet);72h睡眠剥夺(SD)组、72h睡眠剥夺短期组给予短期内静脉注射任意一种QET 10 mg/kg (n = 7) (SD- stqet), 72h睡眠剥夺长期组给予长期内静脉注射任意一种QET 10 mg/kg (n = 7) (SD- ltqet)。采用改进的多平台技术在水箱中进行72小时的SD。此外,我们旨在通过新对象识别(NOR)测试和ELISA方法测试大鼠,揭示72小时SD和QET对河马BDNF水平记忆过程的影响。结果:健康大鼠长期给予QET后,海马内NOR和BDNF蛋白表达降低,SD 72 h亦如此。长期和短期QET治疗逆转SD效应,但只有短期QET治疗增加了河马BDNF。结论:这些结果表明,QET对SD的有益作用可能与上调识别记忆和BDNF等神经保护蛋白有关。然而,在没有疾病模型的情况下,长期QET治疗可能会对支持突触可塑性和认知功能的识别记忆和BDNF水平产生负面影响。
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引用次数: 0
Intimate Partner Violence and Subsequent Depression in Women: A Systematic Review and Meta-Analysis of Longitudinal Studies. 亲密伴侣暴力与女性随后的抑郁:一项纵向研究的系统回顾和荟萃分析。
IF 2.6 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-01-01 DOI: 10.1002/brb3.70236
Christopher B Watson, Vicki Bitsika

Introduction: Intimate partner violence (IPV) and depression are global health concerns with high prevalence rates and substantial negative impacts on individuals and the wider community. Women are particularly vulnerable to both IPV victimization and depressive disorders, and both are recognized worldwide as priorities for women's health. The aim of this systematic review and meta-analysis was to determine whether recent longitudinal empirical evidence supports exposure to IPV as a contributing factor to the subsequent onset of depression in women.

Methods: A search was performed in August 2024 of the Medline, PsychInfo, and EBSCOHost databases for longitudinal studies published after the year 2013, and 1193 studies were identified. Studies were included if they were written in English and measured IPV as an independent variable with depression as a dependent variable. Studies were excluded if depression was not measured separately from other variables or did not report primary quantitative data. Eleven studies with 118,544 female participants met the inclusion criteria for review.

Results: Ten of the 11 reviewed studies reported a statistically significant positive association between exposure to IPV and depression in women. A random effects meta-analysis was used to generate pooled odds ratios from nine estimates, which demonstrated that female IPV survivors have significantly increased odds of developing subsequent depression (OR = 1.92, (95% CI: 1.28, 2.86); although, there was high heterogeneity across studies (I2 = 98.3%, p < 0.001). Ten of the 11 studies were from high-income, industrialized countries, which limits the global application of these findings.

Conclusions: These findings suggest that IPV may be one of many contributing factors for depression in women. However, variability in the definition of IPV and inconsistent adjustment for confounders across studies limits firm conclusions. The findings of this review suggest that strategies to prevent IPV could play a role in reducing the prevalence of depression. They also support the inclusion of depression screening for survivors of IPV in clinical approaches and a review of the effectiveness of IPV-related depression intervention strategies.

导言:亲密伴侣暴力和抑郁症是全球关注的健康问题,发病率高,对个人和更广泛的社区产生重大负面影响。妇女特别容易受到IPV的伤害和抑郁症的伤害,而这两者在全世界都被认为是妇女健康的优先事项。本系统综述和荟萃分析的目的是确定最近的纵向经验证据是否支持暴露于IPV是女性随后发病的一个促成因素。方法:于2024年8月在Medline、PsychInfo和EBSCOHost数据库中检索2013年以后发表的纵向研究,共鉴定出1193项研究。如果研究是用英文写的,并且测量IPV作为自变量,抑郁作为因变量,那么这些研究就会被纳入。如果没有将抑郁与其他变量分开测量或没有报告主要定量数据,则排除研究。11项有118,544名女性参与者的研究符合纳入标准。结果:回顾的11项研究中有10项报告了暴露于IPV与女性抑郁症之间的统计学显著正相关。随机效应荟萃分析从9个估计值中得出合并比值比,结果表明女性IPV幸存者发生后续抑郁症的几率显著增加(OR = 1.92, 95% CI: 1.28, 2.86);然而,各研究间存在高度异质性(I2 = 98.3%, p < 0.001)。11项研究中有10项来自高收入的工业化国家,这限制了这些研究结果的全球应用。结论:这些发现表明IPV可能是女性抑郁的众多因素之一。然而,IPV定义的可变性和研究间混杂因素调整的不一致限制了确定的结论。本综述的研究结果表明,预防IPV的策略可能在减少抑郁症患病率方面发挥作用。他们还支持将IPV幸存者的抑郁筛查纳入临床方法,并对IPV相关抑郁干预策略的有效性进行审查。
{"title":"Intimate Partner Violence and Subsequent Depression in Women: A Systematic Review and Meta-Analysis of Longitudinal Studies.","authors":"Christopher B Watson, Vicki Bitsika","doi":"10.1002/brb3.70236","DOIUrl":"10.1002/brb3.70236","url":null,"abstract":"<p><strong>Introduction: </strong>Intimate partner violence (IPV) and depression are global health concerns with high prevalence rates and substantial negative impacts on individuals and the wider community. Women are particularly vulnerable to both IPV victimization and depressive disorders, and both are recognized worldwide as priorities for women's health. The aim of this systematic review and meta-analysis was to determine whether recent longitudinal empirical evidence supports exposure to IPV as a contributing factor to the subsequent onset of depression in women.</p><p><strong>Methods: </strong>A search was performed in August 2024 of the Medline, PsychInfo, and EBSCOHost databases for longitudinal studies published after the year 2013, and 1193 studies were identified. Studies were included if they were written in English and measured IPV as an independent variable with depression as a dependent variable. Studies were excluded if depression was not measured separately from other variables or did not report primary quantitative data. Eleven studies with 118,544 female participants met the inclusion criteria for review.</p><p><strong>Results: </strong>Ten of the 11 reviewed studies reported a statistically significant positive association between exposure to IPV and depression in women. A random effects meta-analysis was used to generate pooled odds ratios from nine estimates, which demonstrated that female IPV survivors have significantly increased odds of developing subsequent depression (OR = 1.92, (95% CI: 1.28, 2.86); although, there was high heterogeneity across studies (I<sup>2</sup> = 98.3%, p < 0.001). Ten of the 11 studies were from high-income, industrialized countries, which limits the global application of these findings.</p><p><strong>Conclusions: </strong>These findings suggest that IPV may be one of many contributing factors for depression in women. However, variability in the definition of IPV and inconsistent adjustment for confounders across studies limits firm conclusions. The findings of this review suggest that strategies to prevent IPV could play a role in reducing the prevalence of depression. They also support the inclusion of depression screening for survivors of IPV in clinical approaches and a review of the effectiveness of IPV-related depression intervention strategies.</p>","PeriodicalId":9081,"journal":{"name":"Brain and Behavior","volume":"15 1","pages":"e70236"},"PeriodicalIF":2.6,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11744043/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142999983","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Therapeutic Potential of Agmatine in Essential Tremor Through Regulation of Lingo-1 and Inflammatory Pathways. Agmatine通过调节Lingo-1和炎症通路治疗特发性震颤的潜力。
IF 2.6 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-01-01 DOI: 10.1002/brb3.70241
Zeynab Pirmoradi, Zahra Esmaili, Mohsen Nakhaie, Kristi A Kohlmeier, Mohammad Shabani, Moazamehosadat Razavinasab, Mehran Ilaghi

Purpose: Essential tremor (ET) is a prevalent movement disorder, yet current therapeutic options remain limited. Emerging evidence implicates leucine-rich repeat and immunoglobulin-like domain-containing protein (Lingo-1) and neuroinflammation in the pathophysiology of ET. This study aimed to investigate whether agmatine, a biogenic amine neuromodulator attenuates tremors and modulates the expression of Lingo-1 and proinflammatory markers in a rodent model of ET.

Methods: Tremor was induced in male Swiss Webster mice through intraperitoneal injections of harmaline (10 mg/kg) on Days 1, 3, and 5 of the study. During the same period, agmatine (40 mg/kg) was administered for 5 consecutive days. Behavioral assessments of tremor severity, gait, balance, muscular strength, locomotion, anxiety-like behavior, and memory were conducted. Moreover, Lingo-1 and interleukin (IL)-6 gene expression was examined in the cerebellum using real-time polymerase chain reaction (RT-PCR).

Findings: Our findings demonstrated that agmatine administration significantly reduced tremors, ameliorated anxiety-like behaviors, and attenuated harmaline-induced locomotor deficits. At the molecular level, agmatine treatment significantly suppressed the overexpression of Lingo-1 elicited by harmaline. Moreover, IL-6 expression was attenuated to an extent comparable to control levels.

Conclusions: Collectively, this study provides the first evidence that agmatine dampens tremor severity, improves behavioral outcomes, and modulates key pathways implicated in ET pathogenesis in a rodent model. The ability of agmatine to normalize Lingo-1 and IL-6 expression suggests regulation of these pathways could underlie its neuroprotective action. These results suggest promise for agmatine as a prospective therapeutic agent in ET.

目的:特发性震颤(ET)是一种常见的运动障碍,但目前的治疗选择仍然有限。越来越多的证据表明,富含亮氨酸的重复序列和免疫球蛋白样结构域蛋白(Lingo-1)与ET的病理生理和神经炎症有关。本研究旨在研究生物胺神经调节剂agmatine是否能减轻ET啮齿动物模型中的震颤,并调节Lingo-1和促炎标志物的表达。在研究的第1、3、5天,通过腹腔注射缬氨酸(10 mg/kg)诱导雄性瑞士韦氏小鼠震颤。同期,连续5天给药胍丁胺(40 mg/kg)。对震颤严重程度、步态、平衡、肌肉力量、运动、焦虑样行为和记忆进行行为评估。此外,采用实时聚合酶链反应(RT-PCR)检测Lingo-1和白细胞介素(IL)-6基因在小脑中的表达。研究结果:我们的研究结果表明,给药可显著减少震颤,改善焦虑样行为,并减轻盐碱引起的运动缺陷。在分子水平上,agmatine处理显著抑制了hammaline诱导的Lingo-1过表达。此外,IL-6的表达减弱程度与对照水平相当。结论:总的来说,本研究提供了第一个证据,证明agmatine可以减轻震颤的严重程度,改善行为结果,并调节与ET发病机制有关的关键通路。胍丁氨酸使Lingo-1和IL-6表达正常化的能力表明,对这些途径的调节可能是其神经保护作用的基础。这些结果表明,胍丁氨酸有望成为ET的治疗药物。
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引用次数: 0
Diagnosis of Schizophrenia and Its Subtypes Using MRI and Machine Learning. 利用MRI和机器学习诊断精神分裂症及其亚型。
IF 2.6 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-01-01 DOI: 10.1002/brb3.70219
Hosna Tavakoli, Reza Rostami, Reza Shalbaf, Mohammad-Reza Nazem-Zadeh

Purpose: The neurobiological heterogeneity present in schizophrenia remains poorly understood. This likely contributes to the limited success of existing treatments and the observed variability in treatment responses. Our objective was to employ magnetic resonance imaging (MRI) and machine learning (ML) algorithms to improve the classification of schizophrenia and its subtypes.

Method: We utilized a public dataset provided by the UCLA (University of California, Los Angeles) Consortium for Neuropsychiatric Research, containing structural MRI and resting-state fMRI (rsfMRI) data. We integrated all individuals within the dataset diagnosed with schizophrenia (N = 50), along with age- and gender-matched healthy individuals (N = 50). We extracted volumetrics of 66 subcortical and thickness of 72 cortical regions. Additionally, we obtained four graph-based measures for 116 intracranial regions from rsfMRI data, including degree, betweenness centrality, participation coefficient, and local efficiency. Employing conventional ML methods, we sought to distinguish the patients with schizophrenia from healthy individuals. Furthermore, we applied the methods for discriminating subtypes of schizophrenia. To streamline the feature set, various feature selection techniques were applied. Moreover, a validation phase involved employing the model on a dataset domestically acquired using the same imaging assessments (N = 13). Finally, we explored the correlation between neuroimaging features and behavioral assessments.

Finding: The classification accuracy reached as high as 79% in distinguishing schizophrenia patients from healthy in the UCLA dataset. This result was achieved by the k-nearest neighbor algorithm, utilizing 12 brain neuroimaging features, selected by the feature selection method of minimum redundancy maximum relevance (MRMR). The model demonstrated effectiveness (72% accuracy) in estimating the patient's label for a new dataset acquired domestically. Using a linear support vector machine (SVM) on 62 features obtained from MRMR, patients with schizophrenic subtypes were classified with an accuracy of 64%. The highest Spearman correlation coefficient between the neuroimaging features and behavioral assessments was observed between the degree of the postcentral gyrus and mean reaction time in the verbal capacity task (r = 0.49, p = 0.001).

Conclusion: The findings of this study underscore the utility of MRI and ML algorithms in enhancing the diagnostic process for schizophrenia. Furthermore, these methods hold promise for detecting both brain-related abnormalities and cognitive impairments associated with this disorder.

目的:精神分裂症中存在的神经生物学异质性仍然知之甚少。这可能导致现有治疗方法的有限成功和观察到的治疗反应的可变性。我们的目标是使用磁共振成像(MRI)和机器学习(ML)算法来改进精神分裂症及其亚型的分类。方法:我们利用UCLA(加州大学洛杉矶分校)神经精神病学研究联盟提供的公共数据集,其中包含结构MRI和静息状态fMRI (rsfMRI)数据。我们整合了数据集中诊断为精神分裂症的所有个体(N = 50),以及年龄和性别匹配的健康个体(N = 50)。我们提取了66个皮质下区域的体积和72个皮质区域的厚度。此外,我们从rsfMRI数据中获得了116个颅内区域的4个基于图的测量指标,包括程度、中间中心性、参与系数和局部效率。采用传统的ML方法,我们试图将精神分裂症患者与健康个体区分开来。此外,我们还应用了区分精神分裂症亚型的方法。为了简化特征集,应用了各种特征选择技术。此外,验证阶段涉及使用相同的成像评估在国内获得的数据集上使用模型(N = 13)。最后,我们探讨了神经影像学特征与行为评估之间的相关性。发现:在加州大学洛杉矶分校的数据集中,区分精神分裂症患者和健康患者的分类准确率高达79%。该结果是通过k近邻算法实现的,该算法利用最小冗余最大相关性(MRMR)特征选择方法选择12个脑神经成像特征。该模型在估计国内获得的新数据集的患者标签方面显示出有效性(准确率为72%)。使用线性支持向量机(SVM)对从MRMR中获得的62个特征进行分类,准确率为64%。在言语能力任务中,中枢后回的程度与平均反应时间之间的Spearman相关系数最高(r = 0.49, p = 0.001)。结论:本研究的发现强调了MRI和ML算法在增强精神分裂症诊断过程中的效用。此外,这些方法有望检测与大脑相关的异常和与这种疾病相关的认知障碍。
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引用次数: 0
Comparison of Brain Activation Between Different Modes of Motor Acquisition: A Functional Near-Infrared Study. 不同运动习得模式下脑活动的比较:功能近红外研究。
IF 2.6 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-01-01 DOI: 10.1002/brb3.70238
Meng-Hsuan Tsou, Pei-Yun Chen, Yi-Ting Hung, Yong-Wei Lim, Shiuan-Ling Huang, Yan-Ci Liu

Background: Different modes of motor acquisition, including motor execution (ME), motor imagery (MI), action observation (AO), and mirror visual feedback (MVF), are often used when learning new motor behavior and in clinical rehabilitation.

Purpose: The aim of this study was to investigate differences in brain activation during different motor acquisition modes among healthy young adults.

Methods: This cross-sectional study recruited 29 healthy young adults. Participants performed a functional reaching and grasping task under ME, MI, AO, and MVF mode with their right arms at a frequency of 0.5 Hz for 1 min per task. Each task was performed three times in a random order. Brain activation in the supplementary motor area (SMA), premotor cortices (PMC), and primary motor cortices (M1) during tasks was measured using functional near-infrared spectroscopy through 16 source-detector channels.

Results: ME showed significant activation in bilateral PMC, M1, and right SMA, with higher activation in the contralateral M1. MI induced greater activity in the PMC and SMA, particularly in the ipsilateral regions. MVF resulted in significant activation in bilateral PMC, SMA, and M1. AO showed an increasing trend in brain activation, but no significant differences in any channels. Compared to AO, ME and MVF induced significantly greater brain activity in M1.

Conclusion: Activation levels under MI and MVF were comparable to that of ME. MI and MVF induced greater activity in the PMC and SMA, and MVF showed significant activity in all brain areas, especially in the bilateral M1. These findings support the application of different motor acquisition strategies according to individual needs. When ME cannot be executed, such as for individuals with hemiparesis or severe impairments of both upper extremities, MI and MVF may be applied, respectively, to drive neuroplastic changes.

背景:不同的运动习得模式,包括运动执行(ME)、运动意象(MI)、动作观察(AO)和镜像视觉反馈(MVF),在学习新的运动行为和临床康复中经常被使用。目的:研究健康青年在不同运动习得模式下脑活动的差异。方法:本横断面研究招募29名健康青年。参与者在ME、MI、AO和MVF模式下,以0.5 Hz的频率完成每项任务1分钟的功能性伸手和抓握任务。每个任务按随机顺序执行三次。通过16个源探测器通道,利用功能近红外光谱测量了任务时大脑辅助运动区(SMA)、运动前皮层(PMC)和初级运动皮层(M1)的激活情况。结果:ME显示双侧PMC、M1和右侧SMA明显激活,对侧M1激活较高。心肌梗死引起PMC和SMA更大的活动,特别是在同侧区域。MVF导致双侧PMC、SMA和M1显著激活。AO表现出脑活化增加的趋势,但各通道无显著差异。与AO相比,ME和MVF诱导M1的脑活动显著增加。结论:心肌梗死和MVF的激活水平与ME相当。MI和MVF在PMC和SMA中诱导更大的活动,MVF在所有脑区都表现出显著的活动,特别是在双侧M1中。这些发现支持根据个体需要应用不同的动作习得策略。当ME不能执行时,例如对于偏瘫或双上肢严重损伤的个体,可以分别应用MI和MVF来驱动神经可塑性改变。
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引用次数: 0
Association of Myasthenia Gravis With Autoimmune Thyroid Disease: A Bidirectional Mendelian Randomization Study. 重症肌无力与自身免疫性甲状腺疾病的关联:一项双向孟德尔随机研究
IF 2.6 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-01-01 DOI: 10.1002/brb3.70235
Yao Wang, Ke Wang, Jing Lu, Peng Xu, Dongmei Zhang, Xinzhi Chen, Jian Wang

Background and purpose: Observational studies have indicated a high occurrence of coexistence between myasthenia gravis (MG) and autoimmune thyroid disease (AITD) in clinical settings, but the causal relationship between the two conditions remains ambiguous. Therefore, this study endeavors to investigate the causal links between MG, along with its subgroups, and AITD through a Mendelian randomization (MR) approach.

Methods: Genetic instrumental variables associated with MG and AITD were selected from three major publicly available GWAS databases for MR analysis. The primary method for evaluating causal effects was the inverse variance weighted (IVW) method. Supplementary methods included MR-Egger regression and weighted median. The reliability and stability of the results were ensured through tests for heterogeneity, assessment of pleiotropy, and sensitivity analysis using the leave-one-out approach.

Results: The investigation revealed reciprocal causal associations between MG and both Graves' disease and autoimmune hypothyroidism. Genetic predisposition to MG was linked to an increased likelihood of developing Hashimoto's thyroiditis (OR = 1.242(1.073-1.437, P = 0.0036)), and early-onset MG also exhibited an association with an elevated risk of HT (OR = 1.157(1.073-1.246), P = 1.269×10-4). No statistically significant relationships were found for the other conditions.

Conclusion: This extensive MR analysis provides evidence suggesting a potential association between MG and AITD, particularly with Graves' disease and Hashimoto's thyroiditis. Consequently, proactive treatment strategies targeting either MG or autoimmune thyroid disorders may help mitigate the risk of comorbidities in affected patients.

背景和目的:观察性研究表明,在临床环境中重症肌无力(MG)和自身免疫性甲状腺疾病(AITD)并存的发生率很高,但两者之间的因果关系尚不明确。因此,本研究试图通过孟德尔随机化(MR)方法调查MG及其亚组与AITD之间的因果关系。方法:从三个主要公开的GWAS数据库中选择与MG和AITD相关的遗传工具变量进行MR分析。评价因果效应的主要方法是反方差加权(IVW)法。补充方法包括MR-Egger回归和加权中位数。通过异质性检验、多效性评估和使用留一法的敏感性分析,确保了结果的可靠性和稳定性。结果:调查显示MG与Graves病和自身免疫性甲状腺功能减退之间存在相互的因果关系。MG的遗传易感性与患桥本甲状腺炎的可能性增加有关(OR = 1.242(1.073-1.437, P = 0.0036)),早发MG也与HT的风险升高有关(OR = 1.157(1.073-1.246), P = 1.269×10-4)。其他情况没有发现统计学上显著的关系。结论:这项广泛的MR分析提供了MG和AITD之间潜在关联的证据,特别是Graves病和桥本甲状腺炎。因此,针对MG或自身免疫性甲状腺疾病的积极治疗策略可能有助于减轻受影响患者的合并症风险。
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引用次数: 0
Safety and Efficacy of Nusinersen Focusing on Renal and Hematological Parameters in Spinal Muscular Atrophy. Nusinersen治疗脊髓性肌萎缩症的安全性和有效性。
IF 2.6 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2025-01-01 DOI: 10.1002/brb3.70221
Hüseyin Bahadır Şenol, Gizem Yıldız, Ayşe İpek Polat, Adem Aydın, Ayşe Semra Hız, Alper Soylu, Uluç Yiş

Background: Spinal muscular atrophy (SMA) is a motor neuron disease caused by mutations in the SMN1 gene. Nusinersen, an antisense oligonucleotide, has been shown to improve motor function in SMA patients. However, concerns regarding its renal safety remain as previous studies have linked similar treatments to renal toxicity.

Objective: The aim of this study was to evaluate the effects of the nusinersen treatment on platelet counts and renal functions, specifically urine protein excretion, in SMA patients and to estimate safe urinary protein levels before administration of each intrathecal injection.

Methods: This retrospective study examined data from 33 patients with SMA to assess the effects of nusinersen on motor functions and laboratory parameters including platelet count, serum creatinine, urine protein, and urine creatinine. Measurements were taken at baseline andprior to each maintenance dose, after the completion of four initial loading doses. The baseline values were compared between SMA Type 1 and Type 2 patients, while the changes in these values over time were analyzed within each group.

Results: No significant adverse effects on platelet counts or renal functions were observed. Urine creatinine and protein levels were significantly higher in SMA Type 2 patients compared to SMA Type 1 at baseline; these parameters remained stable in SMA Type 2 but increased significantly after the loading doses in SMA Type 1. Motor function improvements were observed in both groups, with the most significant gains in SMA Type 1 after the loading doses. Thus, improvement in motor functions was associated with increase in urine creatinine.

Conclusion: Nusinersen treatment did not cause significant renal toxicity or affect platelet counts. Urine creatinine levels may serve as a potential biomarker for assessing treatment response in SMA Type 1.

背景:脊髓性肌萎缩症(SMA)是一种由SMN1基因突变引起的运动神经元疾病。Nusinersen是一种反义寡核苷酸,已被证明可以改善SMA患者的运动功能。然而,对其肾脏安全性的担忧仍然存在,因为先前的研究已将类似治疗与肾脏毒性联系起来。目的:本研究的目的是评估nusinersen治疗对SMA患者血小板计数和肾功能,特别是尿蛋白排泄的影响,并评估每次鞘内注射前尿蛋白的安全水平。方法:本回顾性研究检查了33例SMA患者的数据,以评估nusinersen对运动功能和实验室参数(包括血小板计数、血清肌酐、尿蛋白和尿肌酐)的影响。在基线和每次维持剂量之前,在完成四次初始负荷剂量后进行测量。比较1型和2型SMA患者的基线值,并分析每组患者这些值随时间的变化。结果:对血小板计数和肾功能无明显不良影响。基线时,2型SMA患者的尿肌酐和蛋白水平明显高于1型SMA患者;这些参数在SMA 2型中保持稳定,但在SMA 1型中加载剂量后显著增加。两组均观察到运动功能的改善,在负荷剂量后,SMA 1型的改善最为显著。因此,运动功能的改善与尿肌酐的增加有关。结论:Nusinersen治疗未引起明显的肾毒性或影响血小板计数。尿肌酐水平可作为评估1型SMA治疗反应的潜在生物标志物。
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引用次数: 0
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Brain and Behavior
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