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Unraveling the Autism Spectrum Heterogeneity: Insights From ABIDE I Database Using Data/Model-Driven Permutation Testing Approaches. 揭示自闭症谱系异质性:使用数据/模型驱动的排列测试方法从遵守I数据库的见解。
IF 2.7 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2026-02-01 DOI: 10.1002/brb3.71121
Francisco José Alcaide, Ignacio Alvarez Illan, Javier Ramírez, Juan Manuel Gorriz

Purpose: Autism spectrum condition (ASC) is a neurodevelopmental condition characterized by impairments in communication, social interaction, and restricted or repetitive behaviors. Extensive research has aimed to identify structural brain distinctions between individuals with ASC and neurotypical individuals using neuroimaging techniques. However, limited attention has been given to evaluating how variations in image acquisition protocols across different centers influence these observed differences.

Method: This analysis focuses on structural magnetic resonance imaging (sMRI) data from the Autism Brain Imaging Data Exchange I (ABIDE I) database, considering both subjects' condition and individual centers to identify disparities between ASC and control groups. Statistical analysis, employing permutation tests, utilizes two distinct statistical mapping methods: statistical agnostic mapping (SAM) and statistical parametric mapping (SPM).

Finding: Results from the SAM mapping method show greater consistency with existing literature. However, no statistically significant differences were found in any brain region. This outcome is attributed to factors such as limited sample sizes within certain centers, noise effects, and the challenges posed by multi-center databases in a heterogeneous condition such as autism.

Conclusion: The study indicates limitations in using the ABIDE I database to detect structural differences in the brain between neurotypical individuals and those diagnosed with ASC. Multi-center variability and sample size constraints significantly affect the reliability of findings in structural neuroimaging studies of autism.

目的:自闭症谱系障碍(ASC)是一种以交流、社会互动和限制或重复行为障碍为特征的神经发育障碍。广泛的研究旨在利用神经成像技术识别ASC个体和神经正常个体之间的大脑结构差异。然而,评估不同中心图像采集协议的差异如何影响这些观察到的差异的关注有限。方法:本研究主要分析来自自闭症脑成像数据交换I (ABIDE I)数据库的结构磁共振成像(sMRI)数据,同时考虑受试者的情况和个体中心,以确定ASC组与对照组之间的差异。统计分析采用排列检验,利用两种不同的统计映射方法:统计不可知映射(SAM)和统计参数映射(SPM)。发现:SAM映射方法的结果与现有文献有较大的一致性。然而,在任何大脑区域都没有发现统计学上的显著差异。这一结果归因于某些中心的有限样本量、噪声效应以及多中心数据库在异质条件下(如自闭症)所带来的挑战等因素。结论:该研究表明,使用ABIDE I数据库来检测神经正常个体与ASC诊断者之间的大脑结构差异存在局限性。多中心变异性和样本量限制显著影响自闭症结构神经影像学研究结果的可靠性。
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引用次数: 0
Rhein Inhibits NLRP3 Activation and Alleviates Microglial Pyroptosis After Intracerebral Hemorrhage in Rats. Rhein抑制脑出血大鼠NLRP3活化及减轻小胶质细胞焦亡。
IF 2.7 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2026-02-01 DOI: 10.1002/brb3.71230
Adalaiti Aimaiti, Qian Li, Tao Liu, Chen Chen, Xiaolin Xie, Jianshu Chu, Dilihumaer Nuermaimaiti, Yan Hu

Background: Intracerebral hemorrhage (ICH) induces severe neuroinflammation and microglial pyroptosis, exacerbating secondary brain injury. Rhein, a natural anthraquinone compound, possesses anti-inflammatory and neuroprotective properties. However, its effects on microglial pyroptosis and the underlying mechanisms remain unclear.

Methods: A rat microglial (RM) pyroptosis model was established using LPS + ATP induction, followed by rhein intervention and NLRP3 knockdown. Cell proliferation was assessed using CCK-8, and apoptosis was evaluated through TUNEL staining. ELISA was used to measure the expression levels of inflammatory cytokine. Immunofluorescence staining was performed to label M1/M2 microglia. RT-qPCR and western blot were used to analyze the expression of NLRP3, ASC, Caspase-1, GSDMD, PCNA, Cyclin D1, and CDK2. Transmission electron microscopy (TEM) was used to observe pyroptotic bodies. Additionally, a rat ICH model was established, with rhein intervention and NLRP3 knockdown/Caspase-1 inhibition. Behavioral assessments were conducted using the Y-maze test and open-field test. HE staining was performed to examine brain tissue pathology. ELISA was used to measure inflammatory cytokine levels in brain tissue. Immunofluorescence staining analyzed the distribution of M1/M2 microglia. RT-qPCR and western blot were used to detect pyroptosis-related proteins, and TEM was used to evaluate pyroptotic body formation.

Results: At the cellular level, rhein significantly promoted microglial proliferation and M2 polarization while inhibiting pyroptosis, inflammatory cytokine expression, M1 polarization, and NLRP3 expression. NLRP3 knockdown further enhanced the protective effects of rhein. At the animal level, ICH model rats exhibited reduced exploratory behavior, exacerbated neuroinflammation, increased pro-inflammatory cytokine expression, increased M1 microglia, and elevated NLRP3 expression and pyroptosis levels. Rhein intervention significantly alleviated inflammation in ICH rats by reducing the expression of NLRP3 and pyroptosis-related proteins. NLRP3 knockdown or Caspase-1 inhibition further enhanced rhein's protective effects.

Conclusion: Rhein alleviates neurological dysfunction following ICH by inhibiting NLRP3 inflammasome activation, reducing microglial pyroptosis, and mitigating neuroinflammation.

背景:脑出血可引起严重的神经炎症和小胶质细胞焦亡,加重继发性脑损伤。莱茵是一种天然的蒽醌类化合物,具有抗炎和神经保护作用。然而,其对小胶质细胞焦亡的影响及其潜在机制尚不清楚。方法:采用LPS + ATP诱导大鼠小胶质细胞(RM)焦亡模型,大黄酸干预并下调NLRP3。CCK-8检测细胞增殖,TUNEL染色检测细胞凋亡。ELISA法检测炎症细胞因子的表达水平。免疫荧光染色标记M1/M2小胶质细胞。RT-qPCR和western blot检测NLRP3、ASC、Caspase-1、GSDMD、PCNA、Cyclin D1、CDK2的表达。用透射电镜(TEM)观察热腐体。此外,建立了大鼠脑出血模型,大黄酸干预和NLRP3敲低/Caspase-1抑制。行为学评价采用y形迷宫试验和空地试验。HE染色检查脑组织病理。ELISA法检测脑组织炎症细胞因子水平。免疫荧光染色分析M1/M2小胶质细胞的分布。RT-qPCR和western blot检测热腐相关蛋白,TEM检测热腐体形成。结果:在细胞水平上,大黄酸显著促进小胶质细胞增殖和M2极化,抑制焦亡、炎症细胞因子表达、M1极化和NLRP3表达。NLRP3敲低进一步增强了大黄酸的保护作用。在动物水平上,ICH模型大鼠探索性行为减少,神经炎症加重,促炎细胞因子表达增加,M1小胶质细胞增加,NLRP3表达和焦亡水平升高。Rhein干预通过降低NLRP3和热释相关蛋白的表达,显著减轻ICH大鼠的炎症反应。NLRP3敲低或Caspase-1抑制进一步增强了大黄酸的保护作用。结论:Rhein通过抑制NLRP3炎性小体活化、减少小胶质细胞焦亡、减轻神经炎症,减轻脑出血后神经功能障碍。
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引用次数: 0
Involvement of Adenosine A2A Receptors in Anxiety-Like Behaviors in Tetrahydrocannabinol-Treated Mice. 腺苷A2A受体参与四氢大麻酚处理小鼠的焦虑样行为。
IF 2.7 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2026-02-01 DOI: 10.1002/brb3.71126
Burçin Ün, Zeki Akarsakarya, Özlem Yorulmaz Özü, Nermin Seda Ilgaz, Mehmet Bertan Yılmaz, Deniz Seçilmiş, Mehmet Ata Seçilmiş

Background: Previous studies have suggested that adenosinergic system in the central nervous system may play a role in both behavioral changes and the physiopathology induced by Δ9-tetrahydrocannabinol (THC), and this is thought to be mediated by adenosine A2A receptors (A2ARs). However, the contribution of the adenosinergic system to the anxiety-like behaviors in response to THC in mice is not well understood.

Aims: In this study, we aimed to investigate the possible role of the adenosinergic system in THC-treated mice.

Methods: For that purpose, we combined behavioral tests and molecular analyses to investigate the effects of THC in relation with the agonist and antagonist of the adenosinergic system, CGS-21680 (CGS) and istradefylline, respectively, on both anxiety-like behaviors and hippocampal gene expression.

Results: The results demonstrated that THC induced anxiety-like behavior, and gene expression patterns indicated a significant interaction between the adenosinergic and cannabinoidergic systems. Notably, the data suggest that THC plays a predominant role in this molecular interplay, with its effects being partially modulated by changes in the expression of both cannabinoidergic and adenosinergic receptors, CB1R and A2AR, respectively.

Conclusion: These findings contribute to the understanding of THC's complex pharmacological actions, highlighting the importance of receptor cross talk in modulating anxiety and other behavioral outcomes.

背景:既往研究表明,中枢神经系统腺苷能系统可能在Δ9-tetrahydrocannabinol (THC)诱导的行为改变和生理病理中发挥作用,并认为这是由腺苷A2A受体(A2ARs)介导的。然而,腺苷能系统对小鼠对四氢大麻酚反应的焦虑样行为的贡献尚不清楚。目的:在本研究中,我们旨在探讨腺苷能系统在四氢大麻酚处理小鼠中的可能作用。方法:采用行为学实验和分子分析相结合的方法,研究四氢大麻酚与腺苷能系统激动剂和拮抗剂CGS-21680 (CGS)和伊斯特福碱分别对焦虑样行为和海马基因表达的影响。结果:结果表明四氢大麻酚诱导焦虑样行为,基因表达模式表明腺苷能和大麻素能系统之间存在显著的相互作用。值得注意的是,数据表明THC在这种分子相互作用中起主导作用,其作用分别由大麻素能受体和腺苷能受体CB1R和A2AR的表达变化部分调节。结论:这些发现有助于理解四氢大麻酚的复杂药理作用,突出了受体串扰在调节焦虑和其他行为结果中的重要性。
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引用次数: 0
Lipopolysaccharide Upregulates Neuroinflammation, Oxidative Stress Responses, and Peroxiredoxins in Depression Models. 在抑郁模型中,脂多糖上调神经炎症、氧化应激反应和过氧化物还毒素。
IF 2.7 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2026-02-01 DOI: 10.1002/brb3.71231
Zhifang Zhang, Nanshi Li, Mingkun Liang, Fangyan Qin, Qijing Qin, Qing He, Kaihua Wang, Xueli Shi, Ying Jiang, Hui Qin

Introduction: Depression is a chronic psychiatric disorder and belongs to one of the leading causes of suicide worldwide. Peroxiredoxins (Prdxs) play a critical role in scavenging excess reactive oxygen species (ROS) and mitigating oxidative stress. However, the role and underlying mechanisms of Prdxs in depression have not been fully illustrated.

Methods: We carried out lipopolysaccharide (LPS)-induced ICR depression mice and BV2 cell inflammation models. Seven days after LPS-induction, behaviors in ICR mice were assessed by open field test (OFT), sucrose preference test (SPT), and forced swim test (FST), and inflammatory factors levels in serum were quantified via ELISA. The expression levels of Prdxs were evaluated using immunohistochemistry (IHC), western blotting (WB), and RT-qPCR. In LPS-induced BV2 cells, inflammatory factor levels in the supernatant were measured by ELISA. Nitric oxide (NO) levels were detected by biochemical assay. ROS levels were detected via fluorescence signal intensity. Prdxs expression levels were analyzed using WB and RT-qPCR.

Results: In LPS-induced ICR mice serum and BV2 cells supernatant, interleukin-1 beta (IL-1β), tumor necrosis factor-alpha (TNF-α), and transforming growth factor-beta1 (TGF-β1) levels exhibited significant elevation (p < 0.05). In the hippocampus region of LPS-induced mice and LPS-induced BV2 cells, significant upregulation of Prdx1, Prdx2, Prdx4, and Prdx5 levels was observed (p < 0.05). The ROS and NO levels in LPS-induced BV2 cells also significantly increased (p < 0.05).

Conclusions: This study revealed that Prdx1, Prdx2, Prdx4, and Prdx5 were elevated in depression models, which might relate to the occurrence of neuroinflammation, coupled with upregulation of oxidative stress responses. This study provided new strategies for the treatment of depression.

抑郁症是一种慢性精神疾病,是世界范围内自杀的主要原因之一。过氧化物还毒素(Prdxs)在清除过量活性氧(ROS)和减轻氧化应激中起着关键作用。然而,Prdxs在抑郁症中的作用和潜在机制尚未得到充分阐明。方法:采用脂多糖(LPS)诱导的ICR抑制小鼠和BV2细胞炎症模型。lps诱导7 d后,采用开放场试验(OFT)、蔗糖偏好试验(SPT)和强迫游泳试验(FST)评估ICR小鼠的行为,ELISA法测定血清炎症因子水平。采用免疫组织化学(IHC)、western blotting (WB)和RT-qPCR检测Prdxs的表达水平。在lps诱导的BV2细胞中,用ELISA法检测上清液中的炎症因子水平。采用生化法检测一氧化氮(NO)水平。通过荧光信号强度检测ROS水平。采用WB和RT-qPCR分析Prdxs的表达水平。结果:lps诱导的ICR小鼠血清和BV2细胞上清中,白细胞介素-1β (IL-1β)、肿瘤坏死因子-α (TNF-α)、转化生长因子-β1 (TGF-β1)水平显著升高(p)。结论:本研究揭示抑郁模型中Prdx1、Prdx2、Prdx4、Prdx5水平升高,可能与神经炎症的发生有关,并伴有氧化应激反应的上调。本研究为抑郁症的治疗提供了新的策略。
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引用次数: 0
Neurogenesis and the Epigenetic Landscape: Role of Histone Modifications and Chromatin Remodeling. 神经发生和表观遗传景观:组蛋白修饰和染色质重塑的作用。
IF 2.7 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2026-02-01 DOI: 10.1002/brb3.71223
Degisew Yinur Mengistu, Biniam Moges Eskeziyaw

Aims: The purpose of this review is to examine how epigenetic regulation particularly chromatin modification and histone methylation controls gene expression during embryonic neurogenesis. It aims to highlight the role of these mechanisms in neural stem cell (NSC) fate specification and their implications in neurological and neurodevelopmental disorders.

Methods: Through reviewing recent research findings, this study synthesizes current literature on epigenetic mechanisms involved in embryonic brain development, with a focus on histone modifications, chromatin remodeling, and chromatin compartmentalization. The review also evaluates existing in vivo research while noting the technical challenges of tracking adult neurons and isolating NSCs.

Findings: The review identifies that epigenetic mechanisms, including histone methylation (notably H3K9 as a repressive mark), histone deacetylases, and chromatin remodeling complexes, play essential roles in regulating gene expression required for neurogenesis and neuroplasticity. Alterations in these epigenetic processes significantly affect neural development and contribute to a range of neurological and neurodevelopmental disorders.

Conclusions: Understanding the epigenetic regulation of neurogenesis particularly through chromatin modification and structural chromatin dynamics provides valuable insight into cell fate determination during embryonic brain development. These insights may guide the development of novel therapeutic strategies for neurological and neurodevelopmental disorders.

目的:本综述的目的是研究表观遗传调控,特别是染色质修饰和组蛋白甲基化如何控制胚胎神经发生过程中的基因表达。目的是强调这些机制在神经干细胞(NSC)命运规范中的作用及其在神经和神经发育障碍中的意义。方法:在回顾近年研究成果的基础上,综合目前有关胚胎脑发育的表观遗传机制的文献,重点从组蛋白修饰、染色质重塑和染色质区隔化等方面进行研究。该综述还评估了现有的体内研究,同时指出了跟踪成年神经元和分离NSCs的技术挑战。研究发现,表观遗传机制,包括组蛋白甲基化(特别是H3K9作为抑制标记)、组蛋白去乙酰化酶和染色质重塑复合物,在调节神经发生和神经可塑性所需的基因表达中发挥重要作用。这些表观遗传过程的改变显著影响神经发育,并导致一系列神经和神经发育障碍。结论:理解神经发生的表观遗传调控,特别是通过染色质修饰和结构染色质动力学,为胚胎大脑发育过程中细胞命运的决定提供了有价值的见解。这些见解可能指导神经和神经发育障碍的新治疗策略的发展。
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引用次数: 0
Experiences of HIV-Related Stigma and Mental Illness Among HIV-Associated Meningitis Patients in Rural Uganda. 乌干达农村艾滋病毒相关脑膜炎患者中与艾滋病毒相关的耻辱和精神疾病的经历
IF 2.7 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2026-02-01 DOI: 10.1002/brb3.71233
Abigail Link, Sarah Iribarren, Paul Bohjanen, Mark Okwir, David Meya, Betty Nabongo, Danuta Kasprzyk

Background: Inflammation in and around the brain in patients with meningitis can lead to confusion, cognitive dysfunction, and behavioral changes associated with mental health disorders. Stigma associated with HIV or mental illness can complicate meningitis, leading to misdiagnosis or delays in diagnosis and care. The frequency of misdiagnosis and/or co-occurrence of meningitis and mental illness among people living with HIV (PLWH) remains uncertain. We explored the experiences of meningitis patients and the barriers and facilitators to care related to HIV stigma and mental illness.

Methods: We conducted a convergent mixed-methods study to evaluate experiences of patients who were hospitalized with HIV-associated meningitis from February 2017 to May 2022 at Lira Regional Referral Hospital in Uganda. Experiences among patients who survived and family members of patients who died were explored. Surveys were conducted to obtain demographic information, investigate stigma, and assess symptoms of mental illness. Semi-structured interviews probed the overall experience of patients with HIV and meningitis regarding social support, mental health, and stigma.

Results: Twenty-four patients with HIV-associated meningitis and 20 family members of deceased meningitis patients were enrolled. Family members reported that 80% of deceased patients experienced stigma, whereas 29.2% of surviving patients reported experiencing stigma. Combined responses from surviving patients and family members identified 31.8% of patients with mental illness symptoms described as overthinking, depression, and/or anxiety, while 60.8% experienced HIV-related stigma. Among participants who died, family members reported mental illness symptoms in 40%, compared to self-reports of 25% in survivors. Barriers to HIV care included (a) lack of HIV education, (b) mental illness symptoms, (c) lack of social support, and (d) stigma or shame. While common facilitators were (a) access to HIV clinics and ART medication, (b) having a life purpose, and (c) social support.

Conclusion: Stigma and symptoms of mental illness were common among patients with HIV and meningitis, which likely affected antiretroviral therapy (ART) adherence and HIV care. Recommendations include (1) adding mental health screening during hospital admission for all meningitis patients, especially among PLWH, for early evaluation and treatment and (2) increasing community awareness to dispel misconceptions and reduce HIV-related stigma.

背景:脑膜炎患者脑内及周围的炎症可导致精神错乱、认知功能障碍和与精神健康障碍相关的行为改变。与艾滋病毒或精神疾病相关的耻辱感可使脑膜炎复杂化,导致误诊或延误诊断和护理。艾滋病毒感染者(PLWH)中脑膜炎和精神疾病的误诊和/或同时发生的频率仍然不确定。我们探讨了脑膜炎患者的经历,以及与艾滋病毒耻辱和精神疾病相关的护理障碍和促进因素。方法:我们进行了一项融合混合方法研究,以评估2017年2月至2022年5月在乌干达里拉地区转诊医院因艾滋病毒相关脑膜炎住院的患者的经历。研究人员探讨了幸存患者和死亡患者家属的经历。进行调查以获得人口统计信息,调查耻辱,并评估精神疾病的症状。半结构化访谈探讨了艾滋病毒和脑膜炎患者在社会支持、心理健康和耻辱方面的总体经历。结果:共纳入24例hiv相关脑膜炎患者和20例已故脑膜炎患者家属。家庭成员报告称,80%的已故患者经历过耻辱,而29.2%的幸存患者报告经历过耻辱。幸存患者和家属的综合反应确定,31.8%的精神疾病患者的症状被描述为过度思考、抑郁和/或焦虑,而60.8%的患者经历了与艾滋病毒相关的耻辱。在死亡的参与者中,40%的家庭成员报告有精神疾病症状,而幸存者自我报告的比例为25%。获得艾滋病毒护理的障碍包括(a)缺乏艾滋病毒教育,(b)精神疾病症状,(c)缺乏社会支持,以及(d)污名或耻辱。而常见的促进因素是(a)获得艾滋病毒诊所和抗逆转录病毒药物,(b)有生活目标,以及(c)社会支持。结论:精神疾病的耻辱感和症状在艾滋病毒和脑膜炎患者中普遍存在,这可能影响抗逆转录病毒治疗(ART)的依从性和艾滋病毒护理。建议包括:(1)在所有脑膜炎患者住院期间增加心理健康筛查,特别是在PLWH中,以便早期评估和治疗;(2)提高社区意识,消除误解,减少与艾滋病毒相关的耻辱感。
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引用次数: 0
Decoding Causal Associations Between Neuropsychiatric Disorders and Rotator Cuff Tendinopathy: A Two-Sample Mendelian Randomization Study. 解码神经精神疾病和肩袖肌腱病之间的因果关系:一项双样本孟德尔随机化研究。
IF 2.7 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2026-02-01 DOI: 10.1002/brb3.71246
Weizhe Zhang, Ming Chen, Haozhang Huang, Puyi Sheng

Background: Rotator cuff tendinopathy (RCT) is a major contributor to over 30 million surgeries which are conducted to treat shoulder overuse injuries worldwide annually. Accumulating evidence indicates that neuropsychiatric disorders (ND) share pathogenic pathways with tendinopathy. However, unclarified causal relationships between these two disease spectra undermine the individualized design of treatment strategies benefiting patients with ND while minimizing the RCT risk. We aimed to unveil whether ND were genetically associated with increased RCT occurrence by conducting a two-sample Mendelian randomization (MR) algorithm.

Methods: Genome-wide association studies (GWAS) data of attention deficit/hyperactivity disorder (ADHD), autism spectrum disorder (ASD), bipolar disorder (BD), epilepsy, major depressive disorder (MDD), obsessive compulsive disorder (OCD), post-traumatic stress disorder (PTSD), schizophrenia (SCZ), and RCT patients of European ancestry were retrieved for bidirectional two-sample Mendelian randomization (MR) analyses to establish causal relationships among these eight main types of ND and RCT. To detect false positive findings, MR-Egger, weighted median and causal analysis using summary effect estimates (CAUSE) were employed as sensitivity tests. Body shape, lifestyle, and socioeconomic parameters were adjusted as mediators in multivariable MR to validate the robustness of the results.

Results: Univariable MR revealed that genetic predisposition to ADHD (odds ratio [OR] 1.14, 95% confidence interval [CI] 1.05-1.24, p = 0.001) and PTSD (OR 2.23, 95% CI 1.75-2.84, p < 0.001) significantly increased the RCT risk. MDD showed a similar association (OR 1.21, 95% CI 1.06-1.38, p = 0.004), which was attenuated after confounder adjustment (p = 0.78). Multivariable MR confirmed ADHD (OR 1.09, 95% CI 1.01-1.18, p = 0.02) and PTSD (OR 2.00, 95% CI 1.41-2.82, p < 0.001) as robust causal factors for RCT after adjusting for anthropometric, lifestyle, physical activity, and socioeconomic confounders.

Conclusion: Our study sheds new light on the need for early screening, targeted overuse injury prevention, and specialized clinical interventions to alleviate the RCT burden in ADHD and PTSD populations.

背景:肩袖肌腱病变(RCT)是全球每年超过3000万例治疗肩部过度使用损伤手术的主要原因。越来越多的证据表明,神经精神疾病(ND)与肌腱病有共同的致病途径。然而,这两种疾病谱之间未明确的因果关系破坏了治疗策略的个性化设计,使ND患者受益,同时使RCT风险最小化。我们的目的是通过进行双样本孟德尔随机化(MR)算法来揭示ND是否与RCT发生率增加有关。方法:检索欧洲血统的注意缺陷/多动障碍(ADHD)、自闭症谱系障碍(ASD)、双相情感障碍(BD)、癫痫、重度抑郁症(MDD)、强迫症(OCD)、创伤后应激障碍(PTSD)、精神分裂症(SCZ)和RCT患者的全基因组关联研究(GWAS)数据,进行双向双样本孟德尔随机化(MR)分析,建立这8种主要ND与RCT之间的因果关系。为了检测假阳性结果,采用MR-Egger、加权中位数和使用总结效应估计(CAUSE)的因果分析作为敏感性检验。身体形状、生活方式和社会经济参数被调整为多变量MR的中介,以验证结果的稳健性。结果:单变量MR显示,ADHD遗传易感性(比值比[OR] 1.14, 95%可信区间[CI] 1.05-1.24, p = 0.001)和PTSD遗传易感性(比值比[OR] 2.23, 95% CI 1.75-2.84, p < 0.001)显著增加了RCT风险。MDD表现出类似的相关性(OR 1.21, 95% CI 1.06-1.38, p = 0.004),经混杂校正后减弱(p = 0.78)。多变量MR证实ADHD (OR 1.09, 95% CI 1.01-1.18, p = 0.02)和PTSD (OR 2.00, 95% CI 1.41-2.82, p < 0.001)是校正人体测量、生活方式、体力活动和社会经济混杂因素后的RCT的可靠原因。结论:我们的研究揭示了早期筛查、有针对性的过度使用损伤预防和专门的临床干预的必要性,以减轻ADHD和PTSD人群的RCT负担。
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引用次数: 0
Use of Automation Technologies and Data Mining in Speech Recognition for Autism. 自动化技术和数据挖掘在自闭症语音识别中的应用。
IF 2.7 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2026-02-01 DOI: 10.1002/brb3.71229
Rongjie Mao, Yuncheng Zhu

Introduction: Early identification of autism spectrum disorder (ASD) is critical for improving long-term outcomes, and speech offers a noninvasive source of clinically relevant biomarkers. However, manual speech analysis is time-consuming and difficult to scale. With advances in digital recording, signal processing, and artificial intelligence, researchers have increasingly deployed automated tools and data-mining methods to characterize speech and language in ASD.

Methods: This structured narrative review summarizes methodological developments in speech-based ASD assessment from 1994 to 2025, spanning diverse tasks and recording settings and focusing on automated tools, data-mining methods, and their clinical translation. We first consider core automated toolchains, including LENA, Praat, HTK/FAVE, CMU Sphinx, Kaldi, AutoSALT, openSMILE/eGeMAPS, diarization systems, and foundation-model ASR systems (e.g., Whisper), as well as modern self-supervised encoders such as wav2vec 2.0 and TRILLsson. Their typical use cases, psychometric properties, and limitations are highlighted. We then chart the progression of data-mining and machine-learning approaches from early logistic regression and clustering, through regularized regression, SVMs, and tree ensembles, to CNN/LSTM sequence models and transformer-based text and speech models (e.g., BERT, LLMs).

Results: Across these stages, automated indices of prosody, voice quality, linguistic content, and interactional behavior show moderate-to-high accuracy for ASD detection and meaningful associations with clinician-rated severity. Nonetheless, various problems persist: performance often degrades across languages, ages, tasks, and recording settings; evaluation and reporting remain heterogeneous; datasets are typically small and single-site; and privacy, fairness, interpretability, and computational efficiency pose persistent barriers to deployment, highlighting the need for target-context benchmarking and pre-specified evaluation/reporting.

Conclusion: We outline three priority strategies to guide future work toward scalable, clinically credible ASD speech assessment and longitudinal monitoring: optimize and integrate existing toolchains, enable global yet privacy-preserving data sharing, and leverage cross-domain innovations in enhancement, label efficiency, and explainable, edge-ready AI.

早期识别自闭症谱系障碍(ASD)对于改善长期预后至关重要,言语提供了一种无创的临床相关生物标志物来源。然而,人工语音分析既耗时又难以扩展。随着数字记录、信号处理和人工智能的进步,研究人员越来越多地使用自动化工具和数据挖掘方法来表征ASD的语音和语言。方法:这篇结构化的叙述性综述总结了1994年至2025年基于语音的ASD评估方法的发展,涵盖了不同的任务和记录设置,重点是自动化工具、数据挖掘方法及其临床应用。我们首先考虑核心自动化工具链,包括LENA, Praat, HTK/FAVE, CMU Sphinx, Kaldi, AutoSALT, openSMILE/eGeMAPS, diarization系统和基础模型ASR系统(例如Whisper),以及现代自监督编码器,如wav2vec 2.0和TRILLsson。强调了它们的典型用例、心理测量特性和局限性。然后,我们绘制了数据挖掘和机器学习方法的进展图,从早期的逻辑回归和聚类,通过正则化回归,支持向量机和树集成,到CNN/LSTM序列模型和基于转换器的文本和语音模型(例如,BERT, llm)。结果:在这些阶段中,韵律、语音质量、语言内容和互动行为的自动指标显示出ASD检测的中至高准确性,并与临床评定的严重程度有意义的关联。尽管如此,各种各样的问题仍然存在:在不同的语言、年龄、任务和录音设置中,表现往往会下降;评价和报告仍然不一致;数据集通常是小而单站点的;隐私、公平性、可解释性和计算效率对部署构成了持续的障碍,突出了对目标上下文基准测试和预先指定的评估/报告的需求。结论:我们概述了三个优先策略,以指导未来可扩展,临床可信的ASD语音评估和纵向监测工作:优化和集成现有工具链,实现全球隐私保护数据共享,并利用跨领域创新,增强,标签效率和可解释的,边缘准备的人工智能。
{"title":"Use of Automation Technologies and Data Mining in Speech Recognition for Autism.","authors":"Rongjie Mao, Yuncheng Zhu","doi":"10.1002/brb3.71229","DOIUrl":"10.1002/brb3.71229","url":null,"abstract":"<p><strong>Introduction: </strong>Early identification of autism spectrum disorder (ASD) is critical for improving long-term outcomes, and speech offers a noninvasive source of clinically relevant biomarkers. However, manual speech analysis is time-consuming and difficult to scale. With advances in digital recording, signal processing, and artificial intelligence, researchers have increasingly deployed automated tools and data-mining methods to characterize speech and language in ASD.</p><p><strong>Methods: </strong>This structured narrative review summarizes methodological developments in speech-based ASD assessment from 1994 to 2025, spanning diverse tasks and recording settings and focusing on automated tools, data-mining methods, and their clinical translation. We first consider core automated toolchains, including LENA, Praat, HTK/FAVE, CMU Sphinx, Kaldi, AutoSALT, openSMILE/eGeMAPS, diarization systems, and foundation-model ASR systems (e.g., Whisper), as well as modern self-supervised encoders such as wav2vec 2.0 and TRILLsson. Their typical use cases, psychometric properties, and limitations are highlighted. We then chart the progression of data-mining and machine-learning approaches from early logistic regression and clustering, through regularized regression, SVMs, and tree ensembles, to CNN/LSTM sequence models and transformer-based text and speech models (e.g., BERT, LLMs).</p><p><strong>Results: </strong>Across these stages, automated indices of prosody, voice quality, linguistic content, and interactional behavior show moderate-to-high accuracy for ASD detection and meaningful associations with clinician-rated severity. Nonetheless, various problems persist: performance often degrades across languages, ages, tasks, and recording settings; evaluation and reporting remain heterogeneous; datasets are typically small and single-site; and privacy, fairness, interpretability, and computational efficiency pose persistent barriers to deployment, highlighting the need for target-context benchmarking and pre-specified evaluation/reporting.</p><p><strong>Conclusion: </strong>We outline three priority strategies to guide future work toward scalable, clinically credible ASD speech assessment and longitudinal monitoring: optimize and integrate existing toolchains, enable global yet privacy-preserving data sharing, and leverage cross-domain innovations in enhancement, label efficiency, and explainable, edge-ready AI.</p>","PeriodicalId":9081,"journal":{"name":"Brain and Behavior","volume":"16 2","pages":"e71229"},"PeriodicalIF":2.7,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12848528/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146059870","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
Associations of Dietary Decanoic Acid Intake With Cognitive Function in the Elderly and the Mediating Effects of Hypertension and Diabetes: An Analysis From NHANES 2011-2014. 膳食中十烷酸摄入与老年人认知功能的关系以及高血压和糖尿病的中介作用:来自NHANES 2011-2014的分析
IF 2.7 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2026-02-01 DOI: 10.1002/brb3.71180
Huangxin Zhu, Qingan Fu, Juanjuan Hu, Yihong Wu, Jun Min

Background: Cognitive decline among the elderly is an increasingly prominent issue amid global population aging. Decanoic acid has been hypothesized to be associated with cognitive function. However, the relationship of decanoic acid with cognitive function in the elderly remains unclear.

Methods: This study analyzed the participants aged 60 years and older from National Health and Nutrition Examination Survey (NHANES) 2011-2014. Dietary decanoic acid (DDA) intake was derived from two 24-h dietary recalls. Cognitive function was assessed via immediate recall test (IRT), delayed recall test (DRT), animal fluency test (AFT), and digit symbol substitution test (DSST). Higher scores on these tests indicated better cognitive performance. Weighted multivariate linear regression, restricted cubic spline (RCS) curves, subgroup analyses, and mediating analysis were used to explore the relationship between DDA intake and cognitive function.

Results: A total of 2246 older adults were included in this study. After adjusting for confounding variables, DDA intake was positively associated with comprehensive cognitive function (β = 0.539, 95% CI: 0.168-0.910, p = 0.007). The RCS curve shows a positive correlation between DDA intake and comprehensive cognitive function (p-value for overall < 0.001, p-value for nonlinearity = 0.050). Subgroup analyses showed that the association remained relatively consistent across subgroups (all p for interaction > 0.05). Mediating analysis revealed that the indirect effects of hypertension and diabetes accounted for 27.53% and 24.33% of the total effect, respectively.

Conclusion: DDA intake is positively associated with global cognitive function in older adults. Hypertension and diabetes may partially mediate this relationship. The cross-sectional study design limits causal inference, and prospective or interventional studies should be conducted in the future.

背景:在全球人口老龄化的背景下,老年人认知能力下降是一个日益突出的问题。癸酸被认为与认知功能有关。然而,癸酸与老年人认知功能的关系尚不清楚。方法:本研究对2011-2014年全国健康与营养调查(NHANES) 60岁及以上的参与者进行分析。饮食中的癸酸(DDA)摄入量来源于两次24小时的饮食回顾。通过即时回忆测试(IRT)、延迟回忆测试(DRT)、动物流畅性测试(AFT)和数字符号替代测试(DSST)评估认知功能。在这些测试中得分越高,表明认知能力越好。采用加权多元线性回归、受限三次样条(RCS)曲线、亚组分析、中介分析等方法探讨DDA摄入量与认知功能的关系。结果:共有2246名老年人纳入本研究。在校正混杂变量后,DDA摄入量与综合认知功能呈正相关(β = 0.539, 95% CI: 0.168-0.910, p = 0.007)。RCS曲线显示,DDA摄入量与综合认知功能呈正相关(总体p值< 0.001,非线性p值= 0.050)。亚组分析显示,亚组间的相关性保持相对一致(相互作用的p值均为0.05)。中介分析显示,高血压和糖尿病的间接效应分别占总效应的27.53%和24.33%。结论:DDA摄入量与老年人整体认知功能呈正相关。高血压和糖尿病可能在一定程度上介导了这种关系。横断面研究设计限制了因果推断,未来应进行前瞻性或干预性研究。
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引用次数: 0
A Meta-Analysis of the Effects of Chronic Stress on the Prefrontal Transcriptome in Animal Models and Convergence With Existing Human Data 慢性应激对动物模型中前额叶转录组影响的荟萃分析,并与现有的人类数据趋同。
IF 2.7 3区 心理学 Q2 BEHAVIORAL SCIENCES Pub Date : 2026-01-21 DOI: 10.1002/brb3.71197
Jinglin Xiong, Megan H. Hagenauer, Cosette A. Rhoads, Elizabeth Flandreau, Nancy Rempel-Clower, Erin Hernandez, Duy Manh Nguyen, Annaka Saffron, Toni Duan, Stanley Watson Jr., Huda Akil
<div> <section> <h3> Background</h3> <p>Chronic stress is a major risk factor for psychiatric disorders, including anxiety, depression, and post-traumatic stress disorder. Chronic stress can cause structural alterations like grey matter atrophy in key emotion-related areas such as the prefrontal cortex (PFC). To identify biological pathways affected by chronic stress in the PFC, researchers have performed transcriptional profiling (RNA sequencing, microarray) to measure gene expression in rodent models. However, transcriptional signatures in the PFC that are shared across different chronic stress paradigms and laboratories remain relatively unexplored.</p> </section> <section> <h3> Methods</h3> <p>We performed a meta-analysis of publicly available transcriptional profiling datasets within the <i>Gemma</i> database. We identified six datasets that characterized the effects of either chronic social defeat stress (CSDS) or chronic variable stress and/or chronic unpredictable mild stress (CUMS) on gene expression in the PFC in mice (<i>n </i>= 117). We fit a random effects meta-analysis model to the chronic stress effect sizes (log(2) fold changes) for each transcript (<i>n </i>= 21,379) measured in most datasets. We then compared our results with two other published chronic stress meta-analyses, as well as transcriptional signatures associated with psychiatric disorders.</p> </section> <section> <h3> Results</h3> <p>We identified 133 genes that were consistently differentially expressed across chronic stress studies and paradigms (false discovery rate [FDR] < 0.05). Fast gene set enrichment analysis (fGSEA) revealed 53 gene sets enriched with differential expression (FDR < 0.05), dominated by glial and neurovascular markers (e.g., oligodendrocyte, astrocyte, endothelial/vascular) and stress-related signatures (e.g., major depressive disorder [MDD], hormonal responses). Immediate-early gene markers of neuronal activity (<i>Fos, Junb, Arc, Dusp1</i>) were consistently suppressed. Many of the identified effects resembled those seen in previous meta-analyses characterizing stress effects (CSDS, early life stress), despite minimal overlap in included samples. Moreover, some effects resembled previous observations from psychiatric disorders, including alcohol abuse disorder, ma, bipolar disorder, and schizophrenia.</p> </section> <section> <h3> Conclusion</h3> <p>Our study demonstrates that chronic stress induces a robust, cross-paradigm PFC signature characterized by downregulation of glia/myelin and vascular pathways and suppression of immediate-ear
背景:慢性应激是精神疾病的主要危险因素,包括焦虑、抑郁和创伤后应激障碍。慢性压力会导致结构改变,比如前额皮质(PFC)等与情绪相关的关键区域的灰质萎缩。为了确定PFC中受慢性应激影响的生物学途径,研究人员进行了转录谱分析(RNA测序,微阵列)来测量啮齿动物模型中的基因表达。然而,在不同的慢性应激范式和实验室中,PFC的转录特征仍然相对未被探索。方法:我们对Gemma数据库中公开可用的转录分析数据集进行了荟萃分析。我们确定了六个数据集,描述了慢性社会失败压力(CSDS)或慢性可变压力和/或慢性不可预测的轻度压力(CUMS)对小鼠PFC基因表达的影响(n = 117)。我们对大多数数据集中测量的每个转录本(n = 21,379)的慢性应激效应大小(log(2)倍变化)拟合随机效应元分析模型。然后,我们将我们的结果与其他两项已发表的慢性压力荟萃分析以及与精神疾病相关的转录特征进行了比较。结论:我们的研究表明,慢性应激诱导了一个强大的、跨范式的PFC特征,其特征是胶质/髓鞘和血管通路的下调,以及直接早期基因活性的抑制,突出了与慢性应激暴露、PFC功能障碍和精神疾病相关的细胞过程。
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