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Atypical brain responses to 40-Hz click trains in girls with Rett syndrome: Auditory steady-state response and sustained wave. 雷特综合征女孩对 40 赫兹点击列车的非典型大脑反应:听觉稳态反应和持续波。
IF 11.9 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2024-05-01 Epub Date: 2024-02-06 DOI: 10.1111/pcn.13638
Anastasia Neklyudova, Rabiat Kuramagomedova, Victoria Voinova, Olga Sysoeva

Aim: The current study aimed to infer neurophysiological mechanisms of auditory processing in children with Rett syndrome (RTT)-rare neurodevelopmental disorders caused by MECP2 mutations. We examined two brain responses elicited by 40-Hz click trains: auditory steady-state response (ASSR), which reflects fine temporal analysis of auditory input, and sustained wave (SW), which is associated with integral processing of the auditory signal.

Methods: We recorded electroencephalogram findings in 43 patients with RTT (aged 2.92-17.1 years) and 43 typically developing children of the same age during 40-Hz click train auditory stimulation, which lasted for 500 ms and was presented with interstimulus intervals of 500 to 800 ms. Mixed-model ancova with age as a covariate was used to compare amplitude of ASSR and SW between groups, taking into account the temporal dynamics and topography of the responses.

Results: Amplitude of SW was atypically small in children with RTT starting from early childhood, with the difference from typically developing children decreasing with age. ASSR showed a different pattern of developmental changes: the between-group difference was negligible in early childhood but increased with age as ASSR increased in the typically developing group, but not in those with RTT. Moreover, ASSR was associated with expressive speech development in patients, so that children who could use words had more pronounced ASSR.

Conclusion: ASSR and SW show promise as noninvasive electrophysiological biomarkers of auditory processing that have clinical relevance and can shed light onto the link between genetic impairment and the RTT phenotype.

目的:本研究旨在推断雷特综合征(RTT)--由MECP2突变引起的罕见神经发育障碍--患儿的听觉处理神经生理学机制。我们研究了 40Hz 点击列车引起的两种大脑反应:听觉稳态反应(ASSR)和持续波(SW),前者反映了对听觉输入的精细时间分析,后者则与听觉信号的整体处理有关:我们记录了43名RTT患者(年龄为2.92-17.1岁)和43名发育正常的同龄儿童在接受40Hz点击列车听觉刺激时的脑电图结果,刺激持续时间为500毫秒,刺激间隔为500至800毫秒。以年龄为辅变量的混合模型ancova用于比较不同组间ASSR和SW的振幅,同时考虑到反应的时间动态和地形:结果:RTT患儿的SW振幅从幼儿期开始就异常小,与发育正常儿童的差异随着年龄的增长而减小。ASSR显示出不同的发育变化模式:在幼儿期,组间差异可以忽略不计,但随着年龄的增长,发育正常组的ASSR会增加,而RTT患儿的ASSR则不会增加。此外,ASSR 与患者的语言表达能力发展相关,因此会使用单词的儿童的 ASSR 更明显:ASSR和SW有望成为听觉处理的非侵入性电生理生物标志物,具有临床意义,并能揭示遗传缺陷与RTT表型之间的联系。
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引用次数: 0
Corticostriatal causality analysis in children and adolescents with attention-deficit/hyperactivity disorder. 对患有注意力缺陷/多动症的儿童和青少年进行皮质脑干因果关系分析。
IF 5 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2024-05-01 Epub Date: 2024-03-05 DOI: 10.1111/pcn.13650
Fanyu Zhang, Yilu Li, Lin Liu, Yefen Liu, Pan Wang, Bharat B Biswal

Aim: The effective connectivity between the striatum and cerebral cortex has not been fully investigated in attention-deficit/hyperactivity disorder (ADHD). Our objective was to explore the interaction effects between diagnosis and age on disrupted corticostriatal effective connectivity and to represent the modulation function of altered connectivity pathways in children and adolescents with ADHD.

Methods: We performed Granger causality analysis on 300 participants from a publicly available Attention-Deficit/Hyperactivity Disorder-200 dataset. By computing the correlation coefficients between causal connections between striatal subregions and other cortical regions, we estimated the striatal inflow and outflow connection to represent intermodulation mechanisms in corticostriatal pathways.

Results: Interactions between diagnosis and age were detected in the superior occipital gyrus within the visual network, medial prefrontal cortex, posterior cingulate gyrus, and inferior parietal lobule within the default mode network, which is positively correlated with hyperactivity/impulsivity severity in ADHD. Main effect of diagnosis exhibited a general higher cortico-striatal causal connectivity involving default mode network, frontoparietal network and somatomotor network in ADHD compared with comparisons. Results from high-order effective connectivity exhibited a disrupted information pathway involving the default mode-striatum-somatomotor-striatum-frontoparietal networks in ADHD.

Conclusion: The interactions detected in the visual-striatum-default mode networks pathway appears to be related to the potential distraction caused by long-term abnormal information input from the retina in ADHD. Higher causal connectivity and weakened intermodulation may indicate the pathophysiological process that distractions lead to the impairment of motion planning function and the inhibition/control of this unplanned motion signals in ADHD.

目的:注意力缺陷/多动障碍(ADHD)患者纹状体与大脑皮层之间的有效连接尚未得到充分研究。我们的目的是探讨诊断与年龄之间的交互作用对皮层纹状体有效连通性破坏的影响,并表现注意力缺陷/多动障碍儿童和青少年中改变的连通性通路的调节功能:我们对公开的注意力缺陷/多动障碍-200数据集中的300名参与者进行了格兰杰因果关系分析。通过计算纹状体亚区域与其他皮质区域之间因果联系的相关系数,我们估计了纹状体流入和流出联系,以代表皮质纹状体通路的互调机制:在视觉网络中的枕上回、默认模式网络中的内侧前额叶皮层、扣带回后部和顶叶下部发现了诊断与年龄之间的相互作用,这与多动症的多动/冲动严重程度呈正相关。诊断的主效应显示,与比较组相比,ADHD患者的皮质-纹状体因果连通性普遍较高,涉及默认模式网络、额顶网络和躯体运动网络。高阶有效连接的结果显示,ADHD患者的默认模式-纹状体-躯体运动-纹状体-前顶叶网络的信息通路被破坏:结论:在视觉-纹状体-默认模式网络通路中检测到的相互作用似乎与ADHD患者视网膜长期异常信息输入造成的潜在分心有关。较高的因果连通性和较弱的互调性可能表明,注意力分散导致运动规划功能受损以及抑制/控制这种计划外运动信号是多动症的病理生理过程。
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引用次数: 0
Associations of conservatism and jumping to conclusions biases with aberrant salience and default mode network. 保守主义和匆忙下结论的偏见与异常显著性和默认模式网络的关联。
IF 5 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2024-05-01 Epub Date: 2024-02-27 DOI: 10.1111/pcn.13652
Jun Miyata, Akihiko Sasamoto, Takahiro Ezaki, Masanori Isobe, Takanori Kochiyama, Naoki Masuda, Yasuo Mori, Yuki Sakai, Nobukatsu Sawamoto, Shisei Tei, Shiho Ubukata, Toshihiko Aso, Toshiya Murai, Hidehiko Takahashi

Aim: While conservatism bias refers to the human need for more evidence for decision-making than rational thinking expects, the jumping to conclusions (JTC) bias refers to the need for less evidence among individuals with schizophrenia/delusion compared to healthy people. Although the hippocampus-midbrain-striatal aberrant salience system and the salience, default mode (DMN), and frontoparietal networks ("triple networks") are implicated in delusion/schizophrenia pathophysiology, the associations between conservatism/JTC and these systems/networks are unclear.

Methods: Thirty-seven patients with schizophrenia and 33 healthy controls performed the beads task, with large and small numbers of bead draws to decision (DTD) indicating conservatism and JTC, respectively. We performed independent component analysis (ICA) of resting functional magnetic resonance imaging (fMRI) data. For systems/networks above, we investigated interactions between diagnosis and DTD, and main effects of DTD. We similarly applied ICA to structural and diffusion MRI to explore the associations between DTD and gray/white matter.

Results: We identified a significant main effect of DTD with functional connectivity between the striatum and DMN, which was negatively correlated with delusion severity in patients, indicating that the greater the anti-correlation between these networks, the stronger the JTC and delusion. We further observed the main effects of DTD on a gray matter network resembling the DMN, and a white matter network connecting the functional and gray matter networks (all P < 0.05, family-wise error [FWE] correction). Function and gray/white matter showed no significant interactions.

Conclusion: Our results support the novel association of conservatism and JTC biases with aberrant salience and default brain mode.

目的:保守主义偏差是指人类在决策时需要比理性思维预期更多的证据,而妄下结论(JTC)偏差则是指精神分裂症/妄想症患者与健康人相比对证据的需求更少。尽管海马-中脑-纹状体异常显著性系统以及显著性、默认模式(DMN)和额顶网络("三重网络")与妄想症/精神分裂症的病理生理学有关,但保守主义/JTC与这些系统/网络之间的关联尚不清楚:37名精神分裂症患者和33名健康对照者进行了抽珠任务,抽珠数量大和抽珠数量小分别表示保守和JTC。我们对静息功能磁共振成像(fMRI)数据进行了独立成分分析(ICA)。对于上述系统/网络,我们研究了诊断与 DTD 之间的交互作用以及 DTD 的主效应。我们同样将 ICA 应用于结构和弥散 MRI,以探索 DTD 与灰质/白质之间的关联:我们发现DTD与纹状体和DMN之间的功能连接存在明显的主效应,而DMN与患者的妄想严重程度呈负相关,这表明这些网络之间的反相关性越强,JTC与妄想的关系就越密切。我们进一步观察到 DTD 对类似于 DMN 的灰质网络以及连接功能网络和灰质网络的白质网络的主要影响(均为 P 结论):我们的研究结果支持保守主义和 JTC 偏差与异常显著性和默认脑模式之间的新关联。
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引用次数: 0
Noninvasive intervention by transcranial ultrasound stimulation: Modulation of neural circuits and its clinical perspectives. 经颅超声刺激的无创干预:神经回路的调节及其临床前景。
IF 5 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2024-05-01 Epub Date: 2024-03-20 DOI: 10.1111/pcn.13663
Takahiro Osada, Seiki Konishi

Low-intensity focused transcranial ultrasound stimulation (TUS) is an emerging noninvasive technique capable of stimulating both the cerebral cortex and deep brain structures with high spatial precision. This method is recognized for its potential to comprehensively perturb various brain regions, enabling the modulation of neural circuits, in a manner not achievable through conventional magnetic or electrical brain stimulation techniques. The underlying mechanisms of neuromodulation are based on a phenomenon where mechanical waves of ultrasound kinetically interact with neurons, specifically affecting neuronal membranes and mechanosensitive channels. This interaction induces alterations in the excitability of neurons within the stimulated region. In this review, we briefly present the fundamental principles of ultrasound physics and the physiological mechanisms of TUS neuromodulation. We explain the experimental apparatus and procedures for TUS in humans. Due to the focality, the integration of various methods, including magnetic resonance imaging and magnetic resonance-guided neuronavigation systems, is important to perform TUS experiments for precise targeting. We then review the current state of the literature on TUS neuromodulation, with a particular focus on human subjects, targeting both the cerebral cortex and deep subcortical structures. Finally, we outline future perspectives of TUS in clinical applications in psychiatric and neurological fields.

低强度聚焦经颅超声刺激(TUS)是一种新兴的非侵入性技术,能够对大脑皮层和大脑深层结构进行高空间精度的刺激。这种方法被公认为具有全面扰动大脑各区域的潜力,可对神经回路进行调控,而传统的脑磁刺激或脑电刺激技术则无法实现这种效果。神经调控的基本机制基于这样一种现象:超声波的机械波与神经元发生动力学相互作用,特别是影响神经元膜和机械敏感通道。这种相互作用会引起受刺激区域内神经元兴奋性的改变。在这篇综述中,我们简要介绍了超声物理学的基本原理和 TUS 神经调制的生理机制。我们解释了人体 TUS 的实验仪器和程序。由于聚焦性,整合各种方法(包括磁共振成像和磁共振引导神经导航系统)对于进行精确定位的 TUS 实验非常重要。然后,我们回顾了有关 TUS 神经调控的文献现状,并特别关注了以大脑皮层和皮层下深层结构为目标的人类受试者。最后,我们概述了 TUS 在精神和神经领域临床应用的未来前景。
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引用次数: 0
Cortical gradient perturbation in attention deficit hyperactivity disorder correlates with neurotransmitter-, cell type-specific and chromosome- transcriptomic signatures. 注意缺陷多动障碍的皮层梯度扰动与神经递质、细胞类型特异性和染色体转录组特征相关。
IF 11.9 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2024-05-01 Epub Date: 2024-02-09 DOI: 10.1111/pcn.13649
Zhiyi Chen, Ting Xu, Xuerong Liu, Benjamin Becker, Wei Li, Lei Xia, Wenqi Zhao, Rong Zhang, Zhenzhen Huo, Bowen Hu, Yancheng Tang, Zhibing Xiao, Zhengzhi Feng, Ji Chen, Tingyong Feng

Aims: This study aimed to illuminate the neuropathological landscape of attention deficit hyperactivity disorder (ADHD) by a multiscale macro-micro-molecular perspective from in vivo neuroimaging data.

Methods: The "ADHD-200 initiative" repository provided multi-site high-quality resting-state functional connectivity (rsfc-) neuroimaging for ADHD children and matched typically developing (TD) cohort. Diffusion mapping embedding model to derive the functional connectome gradient detecting biologically plausible neural pattern was built, and the multivariate partial least square method to uncover the enrichment of neurotransmitomic, cellular and chromosomal gradient-transcriptional signatures of AHBA enrichment and meta-analytic decoding.

Results: Compared to TD, ADHD children presented connectopic cortical gradient perturbations in almost all the cognition-involved brain macroscale networks (all pBH <0.001), but not in the brain global topology. As an intermediate phenotypic variant, such gradient perturbation was spatially enriched into distributions of GABAA/BZ and 5-HT2A receptors (all pBH <0.01) and co-varied with genetic transcriptional expressions (e.g. DYDC2, ATOH7, all pBH <0.01), associated with phenotypic variants in episodic memory and emotional regulations. Enrichment models demonstrated such gradient-transcriptional variants indicated the risk of both cell-specific and chromosome- dysfunctions, especially in enriched expression of oligodendrocyte precursors and endothelial cells (all pperm <0.05) as well enrichment into chromosome 18, 19 and X (pperm <0.05).

Conclusions: Our findings bridged brain macroscale neuropathological patterns to microscale/cellular biological architectures for ADHD children, demonstrating the neurobiologically pathological mechanism of ADHD into the genetic and molecular variants in GABA and 5-HT systems as well brain-derived enrichment of specific cellular/chromosomal expressions.

目的:本研究旨在从体内神经影像学数据的多尺度宏观-微观-分子角度阐明注意缺陷多动障碍(ADHD)的神经病理学特征:方法:"ADHD-200 计划 "资料库提供了多部位高质量静息态功能连接(rsfc-)神经影像学数据,包括注意力缺陷多动障碍(ADHD)儿童和匹配的典型发育(TD)队列。研究人员建立了扩散图谱嵌入模型,以推导出检测生物学上合理神经模式的功能连接组梯度,并采用多元偏最小二乘法揭示了神经递质组、细胞和染色体梯度-转录特征的AHBA富集和元分析解码:结果:与TD相比,ADHD儿童在几乎所有与认知有关的大脑宏观网络(所有pBH A/BZ和5-HT2A受体(所有pBH BH perm)中都出现了连通性皮质梯度扰动:我们的研究结果将多动症儿童的大脑宏观神经病理学模式与微观/细胞生物结构联系起来,证明了多动症的神经生物学病理机制与 GABA 和 5-HT 系统的遗传和分子变异以及特定细胞/染色体表达的脑源性富集有关。
{"title":"Cortical gradient perturbation in attention deficit hyperactivity disorder correlates with neurotransmitter-, cell type-specific and chromosome- transcriptomic signatures.","authors":"Zhiyi Chen, Ting Xu, Xuerong Liu, Benjamin Becker, Wei Li, Lei Xia, Wenqi Zhao, Rong Zhang, Zhenzhen Huo, Bowen Hu, Yancheng Tang, Zhibing Xiao, Zhengzhi Feng, Ji Chen, Tingyong Feng","doi":"10.1111/pcn.13649","DOIUrl":"10.1111/pcn.13649","url":null,"abstract":"<p><strong>Aims: </strong>This study aimed to illuminate the neuropathological landscape of attention deficit hyperactivity disorder (ADHD) by a multiscale macro-micro-molecular perspective from in vivo neuroimaging data.</p><p><strong>Methods: </strong>The \"ADHD-200 initiative\" repository provided multi-site high-quality resting-state functional connectivity (rsfc-) neuroimaging for ADHD children and matched typically developing (TD) cohort. Diffusion mapping embedding model to derive the functional connectome gradient detecting biologically plausible neural pattern was built, and the multivariate partial least square method to uncover the enrichment of neurotransmitomic, cellular and chromosomal gradient-transcriptional signatures of AHBA enrichment and meta-analytic decoding.</p><p><strong>Results: </strong>Compared to TD, ADHD children presented connectopic cortical gradient perturbations in almost all the cognition-involved brain macroscale networks (all p<sub>BH</sub> <0.001), but not in the brain global topology. As an intermediate phenotypic variant, such gradient perturbation was spatially enriched into distributions of GABA<sub>A/BZ</sub> and 5-HT<sub>2A</sub> receptors (all p<sub>BH</sub> <0.01) and co-varied with genetic transcriptional expressions (e.g. DYDC2, ATOH7, all p<sub>BH</sub> <0.01), associated with phenotypic variants in episodic memory and emotional regulations. Enrichment models demonstrated such gradient-transcriptional variants indicated the risk of both cell-specific and chromosome- dysfunctions, especially in enriched expression of oligodendrocyte precursors and endothelial cells (all p<sub>perm</sub> <0.05) as well enrichment into chromosome 18, 19 and X (p<sub>perm</sub> <0.05).</p><p><strong>Conclusions: </strong>Our findings bridged brain macroscale neuropathological patterns to microscale/cellular biological architectures for ADHD children, demonstrating the neurobiologically pathological mechanism of ADHD into the genetic and molecular variants in GABA and 5-HT systems as well brain-derived enrichment of specific cellular/chromosomal expressions.</p>","PeriodicalId":20938,"journal":{"name":"Psychiatry and Clinical Neurosciences","volume":" ","pages":"309-321"},"PeriodicalIF":11.9,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139707696","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unexpected risk factors of pathological hikikomori during the COVID-19 pandemic among working adults initially without social isolation: A longitudinal online survey. 在 COVID-19 大流行期间,最初没有社会隔离的在职成年人中出现病态蛰居族的意外风险因素:纵向在线调查。
IF 5 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2024-05-01 Epub Date: 2024-02-28 DOI: 10.1111/pcn.13647
Kuan-Lun Huang, Ryoko Katsuki, Taisei Kubo, Jiun-Yi Wang, Shinji Sakamoto, Tomohiro Nakao, Takahiro A Kato
{"title":"Unexpected risk factors of pathological hikikomori during the COVID-19 pandemic among working adults initially without social isolation: A longitudinal online survey.","authors":"Kuan-Lun Huang, Ryoko Katsuki, Taisei Kubo, Jiun-Yi Wang, Shinji Sakamoto, Tomohiro Nakao, Takahiro A Kato","doi":"10.1111/pcn.13647","DOIUrl":"10.1111/pcn.13647","url":null,"abstract":"","PeriodicalId":20938,"journal":{"name":"Psychiatry and Clinical Neurosciences","volume":" ","pages":"332-334"},"PeriodicalIF":5.0,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11488592/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139990990","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}
引用次数: 0
Response to 'Potential role of anti-inflammatory cytokines in postpartum depression: Considerations for future research and improvement'. 对 "抗炎细胞因子在产后抑郁症中的潜在作用:未来研究和改进的考虑因素"。
IF 11.9 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2024-05-01 Epub Date: 2024-03-20 DOI: 10.1111/pcn.13660
Chiaki T Ono, Zhiqian Yu, Saya Kikuchi, Natsuko Kobayashi, Hiroaki Tomita
{"title":"Response to 'Potential role of anti-inflammatory cytokines in postpartum depression: Considerations for future research and improvement'.","authors":"Chiaki T Ono, Zhiqian Yu, Saya Kikuchi, Natsuko Kobayashi, Hiroaki Tomita","doi":"10.1111/pcn.13660","DOIUrl":"10.1111/pcn.13660","url":null,"abstract":"","PeriodicalId":20938,"journal":{"name":"Psychiatry and Clinical Neurosciences","volume":" ","pages":"335-336"},"PeriodicalIF":11.9,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140176204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Associations between accelerometer‐measured circadian rest‐activity rhythm, brain structural and genetic mechanisms, and dementia 加速度计测量的昼夜节律--休息--活动节奏、大脑结构和遗传机制与痴呆症之间的关系
IF 11.9 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2024-04-27 DOI: 10.1111/pcn.13671
Yue Liu, Hongliang Feng, Jing Du, Lulu Yang, Huachen Xue, Jihui Zhang, Yannis Yan Liang, Yaping Liu
AimKnowledge of how circadian rhythm influences brain health remains limited. We aimed to investigate the associations of accelerometer‐measured circadian rest‐activity rhythm (CRAR) with incident dementia, cognitive dysfunction, and structural brain abnormalities in the general population and underlying biological mechanisms.MethodsFifty‐seven thousand five hundred and two participants aged over 60 years with accelerometer data were included to investigate the association of CRAR with incidental dementia. Non‐parametric CRAR parameters were utilized, including activity level during active periods of the day (M10), activity level during rest periods of the day (L5), and the relative difference between the M10 and L5 (relative amplitude, RA). Associations of CRAR with cognitive dysfunction and brain structure were studied in a subset of participants. Neuroimaging‐transcriptomics analysis was utilized to identify the underlying molecular mechanisms.ResultsOver 6.86 (4.94–8.78) years of follow‐up, 494 participants developed dementia. The risk of incident dementia was associated with decreasing M10 (hazard ratio [HR] 1.45; 95% conference interval [CI], 1.28–1.64) and RA (HR 1.37; 95% CI, 1.28–1.64), increasing L5 (HR 1.14, 95% CI 1.07–1.21) and advanced L5 onset time (HR 1.12; 95% CI, 1.02–1.23). The detrimental associations were exacerbated by APOE ε4 status and age (>65 years). Decreased RA was associated with lower processing speed (Beta −0.04; SE 0.011), predominantly mediated by abnormalities in subcortical regions and white matter microstructure. The genes underlying CRAR‐related brain regional structure variation were enriched for synaptic function.ConclusionsOur study underscores the potential of intervention targeting at maintaining a healthy CRAR pattern to prevent dementia risk.
目的对昼夜节律如何影响大脑健康的了解仍然有限。我们的目的是调查加速度计测量的昼夜节律与痴呆症、认知功能障碍和大脑结构异常之间的关系,以及潜在的生物学机制。方法纳入了5.752万名60岁以上、拥有加速度计数据的参与者,调查昼夜节律与痴呆症之间的关系。研究采用了非参数CRAR参数,包括一天中活跃期的活动水平(M10)、一天中休息期的活动水平(L5)以及M10和L5之间的相对差异(相对振幅,RA)。在一部分参与者中研究了 CRAR 与认知功能障碍和大脑结构的关系。结果在6.86(4.94-8.78)年的随访中,494名参与者患上了痴呆症。痴呆症发病风险与M10下降(危险比[HR]1.45;95%会议区间[CI],1.28-1.64)和RA下降(HR 1.37;95% CI,1.28-1.64)、L5上升(HR 1.14,95% CI 1.07-1.21)和L5发病时间提前(HR 1.12;95% CI,1.02-1.23)有关。APOE ε4状态和年龄(65岁)加剧了这些不利关联。RA降低与处理速度降低有关(Beta -0.04;SE 0.011),主要由皮层下区域和白质微结构异常介导。与 CRAR 相关的大脑区域结构变异的基础基因富含突触功能。
{"title":"Associations between accelerometer‐measured circadian rest‐activity rhythm, brain structural and genetic mechanisms, and dementia","authors":"Yue Liu, Hongliang Feng, Jing Du, Lulu Yang, Huachen Xue, Jihui Zhang, Yannis Yan Liang, Yaping Liu","doi":"10.1111/pcn.13671","DOIUrl":"https://doi.org/10.1111/pcn.13671","url":null,"abstract":"AimKnowledge of how circadian rhythm influences brain health remains limited. We aimed to investigate the associations of accelerometer‐measured circadian rest‐activity rhythm (CRAR) with incident dementia, cognitive dysfunction, and structural brain abnormalities in the general population and underlying biological mechanisms.MethodsFifty‐seven thousand five hundred and two participants aged over 60 years with accelerometer data were included to investigate the association of CRAR with incidental dementia. Non‐parametric CRAR parameters were utilized, including activity level during active periods of the day (M10), activity level during rest periods of the day (L5), and the relative difference between the M10 and L5 (relative amplitude, RA). Associations of CRAR with cognitive dysfunction and brain structure were studied in a subset of participants. Neuroimaging‐transcriptomics analysis was utilized to identify the underlying molecular mechanisms.ResultsOver 6.86 (4.94–8.78) years of follow‐up, 494 participants developed dementia. The risk of incident dementia was associated with decreasing M10 (hazard ratio [HR] 1.45; 95% conference interval [CI], 1.28–1.64) and RA (HR 1.37; 95% CI, 1.28–1.64), increasing L5 (HR 1.14, 95% CI 1.07–1.21) and advanced L5 onset time (HR 1.12; 95% CI, 1.02–1.23). The detrimental associations were exacerbated by <jats:italic>APOE</jats:italic> ε4 status and age (&gt;65 years). Decreased RA was associated with lower processing speed (Beta −0.04; SE 0.011), predominantly mediated by abnormalities in subcortical regions and white matter microstructure. The genes underlying CRAR‐related brain regional structure variation were enriched for synaptic function.ConclusionsOur study underscores the potential of intervention targeting at maintaining a healthy CRAR pattern to prevent dementia risk.","PeriodicalId":20938,"journal":{"name":"Psychiatry and Clinical Neurosciences","volume":"36 1","pages":""},"PeriodicalIF":11.9,"publicationDate":"2024-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140809962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Early identification of postpartum depression using machine learning 利用机器学习早期识别产后抑郁症
IF 11.9 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2024-04-15 DOI: 10.1111/pcn.13659
Yukako Nakamura, Taro Ueno, Nagahide Takahashi, Daisuke Ichikawa, Aya Yamauchi, Norio Ozaki
<p>During the perinatal period, the risk of developing depression is high and it is estimated that approximately 10%–15% of mothers experience perinatal depression.<span><sup>1</sup></span> In recent years, machine learning has been widely used in the research of mental health, and it has been suggested that machine learning could be useful in the clinical management of mental disorders by providing accurate predictions for the diagnosis, prognosis. If an effective postpartum depression (PPD) prediction model can be established, it will enable early identification of high-risk individuals and early intervention by healthcare providers in high-risk individuals.<span><sup>2</sup></span></p><p>In this study, we used machine learning methods to construct a prediction model for depression in the first postpartum month using demographic information and subjective ratings of pregnant women collected from the time of pregnancy to the fifth postpartum day after delivery. A verbal and written explanation of the study was given to all participants, and written informed consent was obtained from all those who agreed to participate. The study protocol was approved by the Ethics Committee of the Nagoya University Graduate School of Medicine. Detailed methods are described in the Supplementary materials Appendix S1. The flowchart of the study procedures is shown in Fig. S1. 1559 women participated in the study and 1416 women responded to all 10 Edinburgh Postnatal Depression Scale items 1 month after delivery. In this study, we included these 1416 women (mean age 32.4 years, standard deviation ±4.6 years) in our machine learning. The flowchart of the recruitment process is shown in Fig. S2. We show the method details in Appendix S1 and comparison of predictors between the PPD group and the non PPD group in Table S1. We also show missing percentages for each item in Table S3.</p><p>We used a machine learning approach, logistic regression, decision tree, gradient-boosting decision tree (GBDT), and balanced GBDT to develop the PPD prediction model. GBDT gives a predictive model as an ensemble of decision tree and achieves high predictive ability with a differentiable loss function. Early prediction models for PPD need to be sensitive so as not to overlook women at high risk for PPD. Therefore, we set sensitivity to 80% and built the model using the machine learning approach. We calculated a 95% confidence interval for the AUC to confirm the predictive power of the model used. The results are shown in Table S2. The high accuracy (73.11%), high specificity (71.3%) and high positive predictive value (42.2%) was obtained in the balanced GBDT, and the high AUC value (0.8285) was obtained from the logistic regression model. Therefore, we thought that the balanced GBDT model would be the best. Figure 1 shows the feature value with high importance and AUC when using the balanced GBDT. In addition, we used the 28 features shown in Fig. 1 as predictors and built a predict
我们认为,将来有必要尝试建立一个模型,在预测因子中加入这一项。我们能够利用机器学习技术建立一个简单而有用的模型,用于预测 PPD。今后,通过在预测因子中加入抑郁症病史数据来建立一个更准确的模型将非常重要。
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引用次数: 0
Trick or treat? It's time to rethink the role of placebo in clinical trial 不给糖就捣蛋?是时候重新思考安慰剂在临床试验中的作用了
IF 11.9 3区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2024-04-15 DOI: 10.1111/pcn.13668
Ping‐Tao Tseng, Chih‐Sung Liang, Bing‐Syuan Zeng, Chih‐Wei Hsu, Yu‐Kang Tu
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引用次数: 0
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Psychiatry and Clinical Neurosciences
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