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Psychedelic therapy and cultural humility. 迷幻疗法和文化谦逊。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-02-27 DOI: 10.1038/s41398-026-03913-x
Alex Gearin, Jennifer Docherty, Xiaofan Sun, Emmanuel Hei-Lok Cheung, Peter Tanuseputro

Importance: As psychedelic-assisted therapies gain clinical legitimacy, their cultural portability remains underexamined. While promising results have emerged from trials on existential distress in life-limiting illness, most protocols reflect Euro-American values. The expansion of these therapies calls for a pivot toward cultural humility and renewed attention to what constitutes a "good death" in cultural worlds. This commentary explores these questions through the case of Chinese palliative care.

Observations: Clinical trials of psilocybin and LSD assisted therapy demonstrate significant reductions in depression, anxiety, and demoralization among patients with life-limiting illness. However, psychosocial and cultural factors-including family-centered decision-making, spiritual beliefs, and stigma-will likely impact treatments in complex ways. The evolving healthcare framework of cultural humility emphasizes ongoing self-reflection, relational sensitivity towards power sharing, and openness to diverse worldviews and lived experiences of patients. This posture is particularly important in psychedelic therapy where patient experiences are sensitive to settings, relational processes, and meaning-making.

Relevance and conclusion: Regulatory openings in Australia and several European and U.S. jurisdictions are accelerating clinical interest in psychedelic therapy, yet the cultural life of these therapies present important challenges. The Chinese example illustrates how stigma, trust, and relational dimensions will likely crystallize differently, reminding researchers and clinicians that efficacy is not solely a biochemical or therapeutic question but also a cultural one. Addressing the translational gap of cultural diversity in psychedelic therapy can benefit from a stance of humility towards how situated beliefs, social norms, and clinical practices interact with psychedelic pharmacology.

重要性:随着迷幻辅助疗法获得临床合法性,其文化可移植性仍未得到充分研究。虽然在限制生命的疾病中存在的痛苦的试验中出现了令人鼓舞的结果,但大多数协议反映的是欧美价值观。这些疗法的扩展需要转向文化谦逊,并重新关注文化世界中的“善终”。本文通过中国姑息治疗案例探讨这些问题。观察:裸盖菇素和LSD辅助治疗的临床试验表明,在患有限制生命的疾病的患者中,抑郁、焦虑和士气低落显著减少。然而,社会心理和文化因素——包括以家庭为中心的决策、精神信仰和耻辱感——可能会以复杂的方式影响治疗。不断发展的文化谦逊的医疗保健框架强调持续的自我反思,对权力分享的关系敏感性,以及对不同世界观和患者生活经验的开放性。这种姿势在迷幻治疗中尤其重要,因为病人的经历对环境、关系过程和意义产生敏感。相关性和结论:澳大利亚和一些欧洲和美国司法管辖区的监管开放正在加速对迷幻药治疗的临床兴趣,然而这些疗法的文化生活提出了重要的挑战。中国的例子说明了耻辱、信任和关系维度如何可能以不同的方式结晶,提醒研究人员和临床医生,疗效不仅仅是一个生化或治疗问题,也是一个文化问题。解决致幻剂治疗中文化多样性的翻译差距,可以从谦逊的立场中获益,了解情境信仰、社会规范和临床实践如何与致幻剂药理学相互作用。
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引用次数: 0
Patient-derived brain organoids reveal divergent neuronal activity across subpopulations of autism spectrum disorder. 患者衍生的脑类器官揭示了自闭症谱系障碍亚群中不同的神经元活动。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-02-25 DOI: 10.1038/s41398-026-03890-1
Nisim Perets, Liya Kerem, Nir Waiskopf, Noa Horesh, Itay Goldman, Jasmine Avichzer, Doron Bril, William Tobelaim, Milcah Barashi, Liat David, Ariel Tenenbaum

Patient-derived brain organoids have emerged as a powerful model for investigating the mechanisms underlying neurological and psychiatric disorders. They provide novel insights into autism spectrum disorder (ASD), a heterogeneous neurodevelopmental condition whose underlying mechanisms remain poorly understood. Recent advancements in generating electrophysiological functional 3D brain organoids enable the study of molecular and network-level neuronal activity. Here, we aimed to characterize the neurophysiological underpinnings of ASD by comparing electrophysiological properties of brain organoids derived from eleven individuals diagnosed with autism spectrum disorder, 10 with monogenic syndromic ASD across five genetic subtypes, and 1 with idiopathic ASD, to organoids derived from 4 neurotypical control individuals. We identified distinct differences in baseline activity (resting state) and evoked responses (synaptic plasticity and network dynamics) across ASD subgroups. To comprehensively assess these differences, we applied dimensionality reduction (principal component analysis, PCA) to integrate multiple electrophysiological features into a unified framework. Our findings reveal subtype-specific neurophysiological alterations in ASD brain organoids, offering mechanistic insights into ASD heterogeneity and potential applications for early diagnostics, drug screening, and therapeutic development.

患者衍生的脑类器官已经成为研究神经和精神疾病潜在机制的强大模型。他们为自闭症谱系障碍(ASD)提供了新的见解,ASD是一种异质性的神经发育状况,其潜在机制仍然知之甚少。最近在产生电生理功能的三维脑类器官方面的进展使研究分子和网络水平的神经元活动成为可能。在这里,我们旨在通过比较来自11名自闭症谱系障碍患者、10名单基因综合征ASD患者和1名特发性ASD患者的脑类器官与来自4名神经典型对照个体的脑类器官的电生理特性,来表征ASD的神经生理学基础。我们发现ASD亚组在基线活动(静息状态)和诱发反应(突触可塑性和网络动力学)方面存在明显差异。为了全面评估这些差异,我们应用降维(主成分分析,PCA)将多个电生理特征整合到一个统一的框架中。我们的研究结果揭示了ASD脑类器官中亚型特异性的神经生理改变,为ASD异质性和早期诊断、药物筛选和治疗开发的潜在应用提供了机制见解。
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引用次数: 0
The predictive value of polygenic risk scores for depression in gene-environment interaction studies: a systematic review. 基因-环境相互作用研究中多基因风险评分对抑郁症的预测价值:一项系统综述。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-02-25 DOI: 10.1038/s41398-025-03793-7
Sabrina Illius, Julian Eder, Susanne Vogel, Nina Alexander

Background: According to the diathesis-stress model, genetic liability and environmental exposures interact in the pathogenesis of depression. Polygenic risk scores for depression (PRSD) based on large-scale genome-wide association studies have opened new avenues for investigating gene-environment interaction (GxE) beyond candidate gene studies. To the best of our knowledge, this is the first systematic review of studies that have taken a polygenic score approach to study GxE interaction effects on depression phenotypes.

Methods: Based on a preregistered, systematic literature search according to PRISMA guidelines, 56 studies were considered for qualitative analysis. Respective studies investigated a broad range of adverse and protective environmental exposures across the lifespan, e.g., trauma, stressful life events, social environments and (un)healthy lifestyle factors, using cross-sectional and longitudinal designs.

Results: While most studies reported significant main effects of an individual's PRSD and different environmental exposures on depression phenotypes, the overall evidence for GxE interactions was considerably heterogeneous. Findings of significant PRSDxE interactions mostly stem from large cohort studies comprising > 40000 participants, in particular, when recent environmental exposures were considered.

Conclusion: Two general conclusions can be drawn from this review. First, PRSDxE interactions, if at all, add a small amount of explained variance in depression phenotypes to the corresponding additive model and may thus require large samples to be reliably detected. Second, in a considerable number of studies, different environmental exposures were found to depend on an individual's PRSD, indicating significant gene-environment correlation. We further discuss limitations, future directions and potential clinical relevance of PRSxE research in depression.

背景:根据素质-应激模型,遗传倾向和环境暴露在抑郁症发病机制中相互作用。基于大规模全基因组关联研究的抑郁症多基因风险评分(PRSD)为研究候选基因之外的基因-环境相互作用(GxE)开辟了新的途径。据我们所知,这是第一次对采用多基因评分方法研究GxE相互作用对抑郁症表型影响的研究进行系统回顾。方法:根据PRISMA指南进行预注册、系统的文献检索,选取56项研究进行定性分析。各自的研究采用横断面和纵向设计,调查了整个生命周期中广泛的不利和保护性环境暴露,例如创伤、压力生活事件、社会环境和(非)健康生活方式因素。结果:虽然大多数研究报告了个体的PRSD和不同的环境暴露对抑郁症表型的显著主要影响,但GxE相互作用的总体证据相当不一致。PRSDxE相互作用的重大发现主要来自于包括40000名参与者的大型队列研究,特别是考虑到最近的环境暴露。结论:从本综述中可以得出两个一般性结论。首先,PRSDxE相互作用,如果有的话,在相应的加性模型中添加了少量可解释的抑郁表型方差,因此可能需要大量样本来可靠地检测。其次,在相当多的研究中,发现不同的环境暴露取决于个体的PRSD,这表明基因与环境之间存在显著的相关性。我们进一步讨论了PRSxE在抑郁症研究中的局限性、未来方向和潜在的临床意义。
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引用次数: 0
Effects of 40 Hz transcranial alternating current stimulation on neural synchronization and cognitive correlates in schizophrenia: An EEG study. 40赫兹经颅交流电刺激对精神分裂症患者神经同步和认知相关的影响:一项脑电图研究。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-02-25 DOI: 10.1038/s41398-026-03917-7
Yong Liu, Xinyi Cao, Hua Jin, Wei Li, Fuyin Yang, Tianhong Zhang, Yingying Tang, Jijun Wang, John M Davis, Shaohua Hu, Robert C Smith, Chunbo Li

Gamma-band neural oscillations are critically involved in working memory and are disrupted in schizophrenia. Transcranial alternating current stimulation (tACS) at gamma frequency is a promising noninvasive approach to restore oscillatory synchrony and enhance cognition. This randomized, double-blind trial tested whether 40 Hz tACS targeting frontoparietal networks modulates gamma-band activity and connectivity during working memory, and whether these electrophysiological changes relate to cognition in schizophrenia. Patients with schizophrenia (n = 33) were randomized to 10 sessions of active or sham tACS over the left dorsolateral prefrontal cortex (F3) and right parietal cortex (P4), with cognition assessed using standardized neurocognitive measures (MATRICS Consensus Cognitive Battery, MCCB) and an n-back working-memory task. EEG during an n-back task was recorded pre- and post-intervention to assess gamma power, phase-locking value (PLV), and phase-amplitude coupling (PAC). A significant Group × Time interaction indicated that 1-back minus 0-back PLV increased in the active group but not in sham (P = 0.048, Cohen's d = 1.08). For PAC, a significant interaction showed that delta-high gamma coupling at F3 remained stable in the active group but declined in sham (P = 0.036, Cohen's d = 1.00). There was no significant correlation with n-back measures of working memory, but an exploratory significant finding linking this modulation to visual learning at 4-week follow-up. No significant group differences were found for MCCB total scores; however, a significant Group × Time interaction emerged for 0-back accuracy during EEG recording (P = 0.029, Cohen's d = 1.19). These findings demonstrate that 40 Hz tACS can enhance and preserve gamma synchrony in frontoparietal circuits during working memory. The maintained delta-gamma coupling in our exploratory findings on visual learning may suggest a relationship to sustained improvements in cognition over time, but needs additional confirmation.

伽马波段神经振荡与工作记忆密切相关,在精神分裂症中被破坏。经颅交流电刺激(tACS)是一种很有前途的无创方法,以恢复振荡同步和增强认知。这项随机双盲试验测试了针对额顶叶网络的40 Hz tACS是否会调节工作记忆中的γ波段活动和连通性,以及这些电生理变化是否与精神分裂症患者的认知有关。精神分裂症患者(n = 33)被随机分为10组,分别在左背外侧前额叶皮质(F3)和右顶叶皮质(P4)上进行活动或假tACS,并使用标准化神经认知测量(矩阵共识认知电池,MCCB)和n-back工作记忆任务评估认知。在干预前和干预后记录n-back任务期间的脑电图,以评估伽马功率、锁相值(PLV)和相幅耦合(PAC)。组与时间显著交互作用表明,1-back - 0-back PLV在活动组增加,而在假手术组没有增加(P = 0.048, Cohen’s d = 1.08)。对于PAC,显著的相互作用表明,活跃组F3处的δ -高γ耦合保持稳定,但假手术组下降(P = 0.036, Cohen’s d = 1.00)。与工作记忆的n-back测量没有显著的相关性,但在4周的随访中,一个探索性的显著发现将这种调节与视觉学习联系起来。MCCB总分组间差异无统计学意义;然而,在脑电图记录期间,0-back准确度出现了显著的组×时间交互作用(P = 0.029, Cohen’s d = 1.19)。这些发现表明,40hz的tac可以增强和保持工作记忆过程中额顶叶回路的伽马同步。我们在视觉学习方面的探索性发现中维持的δ - γ耦合可能表明,随着时间的推移,认知能力的持续改善与δ - γ耦合有关,但还需要进一步的证实。
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引用次数: 0
Applying machine-learning and deep-learning to predict depression from brain MRI and identify depression-related brain biology. 应用机器学习和深度学习从大脑MRI预测抑郁症,并识别抑郁症相关的大脑生物学。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-02-25 DOI: 10.1038/s41398-026-03889-8
Jiayue-Clara Jiang, Camille Brianceau, Elise Delzant, Romain Colle, Hugo Bottemanne, Emmanuelle Corruble, Naomi R Wray, Olivier Colliot, Sonia Shah, Baptiste Couvy-Duchesne

The accuracy of grey-matter predictors of depression has remained limited. In this study, brain-based predictors of major depressive disorder (MDD) were trained using machine-learning (Best Linear Unbiased Predictors [BLUP]) and deep-learning (ResNet3D) techniques applied to high-dimensional (voxel-wise) grey-matter structure extracted from T1-weighted structural MRI. The training sample comprised 987 MDD cases and 3934 controls from the UK Biobank. Predictors were evaluated in an independent sub-cohort of 483 MDD cases and 1939 controls from the UK Biobank and replicated in a clinical cohort (DEP-ARREST CLIN) of 64 cases and 32 controls. In the UK Biobank, the BLUP predictor showed a significant association with MDD status (AUC = 0.57; OR = 1.28 [1.15-1.43]; p-value = 1.1×10-5), which was confirmed in both males and females. By partitioning the BLUP predictor by brain regions of interest (ROI), we found nominal significance supporting the contribution of previously identified MDD-related ROIs (e.g. hippocampus and amygdala), though none passed multiple testing correction. The BLUP predictor overlapped partially with a polygenic score (PGS) of major depression (AUC = 0.65) but also captured a nominally significant signal that was not captured by the genetic score (combined AUC = 0.66, p-value = 0.024 when compared to PGS alone). No association passed multiple testing correction in the DEP-ARREST CLIN cohort, likely due to the small sample size. In contrast, the deep-learning predictor was not associated with MDD after multiple testing corrections. We estimated the morphometricity of MDD to be 0.061, implying limited potential of a brain-based predictor based on grey-matter structure (maximal AUC = 0.64). While the modest AUC values reiterate the challenge of developing brain-based MDD predictors for clinical applications, our predictors inform future research to explore brain-based relationships between MDD and comorbidities.

灰质预测抑郁症的准确性仍然有限。在这项研究中,使用机器学习(Best Linear Unbiased predictors [BLUP])和深度学习(ResNet3D)技术训练基于大脑的重度抑郁症(MDD)预测者,这些技术应用于从t1加权结构MRI中提取的高维(体素方向)灰质结构。训练样本包括来自UK Biobank的987例MDD病例和3934例对照。预测因子在来自UK Biobank的483例MDD病例和1939例对照的独立亚队列中进行评估,并在64例病例和32例对照的临床队列(deep - arrest clinic)中进行重复。在UK Biobank中,BLUP预测因子显示与MDD状态有显著关联(AUC = 0.57; OR = 1.28 [1.15-1.43]; p值= 1.1×10-5),这在男性和女性中都得到了证实。通过将BLUP预测器划分为感兴趣的大脑区域(ROI),我们发现了支持先前确定的mdd相关ROI(例如海马和杏仁核)贡献的名义显著性,尽管没有一个通过多次测试校正。BLUP预测因子与重度抑郁症的多基因评分(PGS)部分重叠(AUC = 0.65),但也捕获了遗传评分未捕获的名义上显著的信号(联合AUC = 0.66,与单独的PGS相比,p值= 0.024)。在depa - arrest临床队列中,没有关联通过多重检验校正,可能是由于样本量小。相比之下,经过多次测试修正后,深度学习预测器与MDD无关。我们估计MDD的形态计量性为0.061,这意味着基于灰质结构的基于大脑的预测器潜力有限(最大AUC = 0.64)。虽然适度的AUC值重申了为临床应用开发基于大脑的MDD预测指标的挑战,但我们的预测指标为未来探索MDD与合并症之间基于大脑的关系的研究提供了信息。
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引用次数: 0
MicroRNA-132/212 negatively modulates opioid reward by targeting dopamine transporter in the ventral tegmental area. MicroRNA-132/212通过靶向腹侧被盖区多巴胺转运体负向调节阿片奖赏。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-02-25 DOI: 10.1038/s41398-026-03915-9
Jie Meng, Zhonghao Li, Yi Zhang, Dajun Zhang, Haiting Liu, Xiangyang Zang, Yaqiong Zhao, Jing Wen, Wei Shu, Xiaoke Nan, Xianchan Li, Yan-Xue Xue, Xiaojian Jia

Addictive drugs, notably opioid drugs, have significant societal implications, yet the cellular and molecular mechanisms underpinning rewarding effects remain largely elusive. Noncoding transcripts, including the microRNAs (miRNAs), are pivotal regulators of diverse biological functions. Notably, the microRNAs miR-132 and miR-212, arising from a shared noncoding transcript, have links to several psychiatric conditions, including cocaine addiction. However, their contribution to opiate rewarding remains speculative. In this study, we discovered that repeated morphine administration decreases the expression of miR-132/212 in the ventral tegmental area (VTA) and induces a concurrent upregulation of the dopamine transporter (DAT). Using a luciferase reporter assay, we found that the DAT coding gene, SLC6A3 mRNA 3'UTR, is a direct target of miR-132/212. These miRNAs negatively regulated both mRNA expression and protein levels of DAT in vitro. This was corroborated by in vivo studies which revealed that behavioral experiments using a morphine-induced conditioned place preference (CPP) paradigm showed that suppression of miR-132/212 in the VTA facilitated the formation of morphine-induced CPP. Conversely, overexpression of miR-132 attenuated morphine preference in male and female adult rats, as well as adolescents. In sum, our findings uncover a regulatory mechanism wherein miR-132/212 modulates morphine induced reward behavior by fine-tuning DAT expression at the posttranscriptional level, providing a potential therapeutic target of rewarding effects.

成瘾药物,特别是阿片类药物,具有重要的社会影响,但支撑奖励效应的细胞和分子机制在很大程度上仍然难以捉摸。非编码转录物,包括microrna (mirna),是多种生物功能的关键调控因子。值得注意的是,microrna miR-132和miR-212源于一个共享的非编码转录本,与包括可卡因成瘾在内的几种精神疾病有关。然而,它们对鸦片奖励的贡献仍然是推测性的。在这项研究中,我们发现反复给药吗啡会降低腹侧被皮层(VTA)中miR-132/212的表达,并诱导多巴胺转运体(DAT)的同步上调。通过荧光素酶报告基因检测,我们发现DAT编码基因SLC6A3 mRNA 3'UTR是miR-132/212的直接靶点。这些mirna在体外负调控DAT的mRNA表达和蛋白水平。体内研究证实了这一点,该研究表明,使用吗啡诱导的条件位置偏好(CPP)范式的行为实验表明,抑制VTA中miR-132/212促进了吗啡诱导的CPP的形成。相反,miR-132的过表达减弱了雄性和雌性成年大鼠以及青少年对吗啡的偏好。总之,我们的研究结果揭示了一种调控机制,其中miR-132/212通过在转录后水平微调DAT表达来调节吗啡诱导的奖励行为,为奖励作用提供了潜在的治疗靶点。
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引用次数: 0
In-Depth characterization of the shared genetic architecture of suicide attempts with other major psychiatric disorders. 深入描述自杀企图与其他主要精神疾病的共同遗传结构。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-02-24 DOI: 10.1038/s41398-026-03827-8
Min Ji Kim, Sophia Gunn, Dong Wang, Fion Shiau, Pedro Lazcano, J John Mann, T J Singh

Suicide is a significant public health problem that usually co-occurs with major psychiatric disorders. Suicidal behaviors have heritability of 30-50%, and the largest genome-wide association studies identified 12 loci linked to suicide attempts (SA). These findings indicate shared genetic architecture among SA and psychiatric disorders. We analyzed public GWAS summary statistics of SA, major depressive disorder (MDD), bipolar disorder (BIP), schizophrenia (SCZ), and attention deficit hyperactivity disorder (ADHD) to quantify genetic overlap using statistical genetics methods: MiXeR for polygenic overlap, LAVA for locus-specific genetic correlations, and HyPrColoc for multi-trait colocalization. MTAG and conditional false discovery rate (condFDR) identified SA- associated loci, while conjunctional false discovery rate (conjFDR) identified shared loci with psychiatric disorders. Additionally, we used polygenic risk scores (PRS) calculated in the UK Biobank to validate associations between genetic liabilities of psychiatric disorders and SA. SA involve approximately 6.9k (SD = 1.5k) risk variants with substantial overlap between psychiatric disorders, ranging from 53.2% with SCZ to 82.1% with BIP. Using MTAG, condFDR, and conjFDR, we identified 14 and 48 novel risk loci for SA, respectively. Through conjFDR, we identified 78 loci associated with SA and major psychiatric disorders, including one locus shared across all five traits. Genes linked to SA were enriched in synaptic components and signaling pathways. Despite significant genetic overlap, the SA PRS was the single strongest predictor of SA, followed by the MDD and ADHD PRS. The genetic overlap reflects potential common comorbidities complicating the identification of biological processes unique to SA, instead reflecting a complex genetic framework shared with psychiatric disorders.

自杀是一个重大的公共卫生问题,通常与重大精神疾病同时发生。自杀行为的遗传率为30-50%,最大的全基因组关联研究发现了12个与自杀企图相关的位点(SA)。这些发现表明SA和精神疾病具有共同的遗传结构。我们分析了SA、重度抑郁症(MDD)、双相情感障碍(BIP)、精神分裂症(SCZ)和注意缺陷多动障碍(ADHD)的公共GWAS汇总统计数据,使用统计遗传学方法量化遗传重叠:MiXeR用于多基因重叠,LAVA用于基因座特异性遗传相关,HyPrColoc用于多性状共定位。MTAG和条件错误发现率(condFDR)鉴定了SA相关的基因座,而联合错误发现率(condFDR)鉴定了与精神疾病共有的基因座。此外,我们使用英国生物银行(UK Biobank)计算的多基因风险评分(PRS)来验证精神疾病遗传负担与SA之间的关联。SA涉及约6.9k (SD = 1.5k)的风险变异,在精神疾病之间存在大量重叠,范围从SCZ的53.2%到BIP的82.1%。使用MTAG、condFDR和conjufdr,我们分别确定了14个和48个新的SA风险位点。通过配对fdr,我们确定了78个与SA和主要精神疾病相关的位点,包括一个在所有五种特征中共享的位点。与SA相关的基因在突触成分和信号通路中富集。尽管存在显著的遗传重叠,但SA PRS是SA的单一最强预测因子,其次是MDD和ADHD PRS。遗传重叠反映了潜在的常见合并症,使SA特有的生物学过程的鉴定复杂化,而不是反映了与精神疾病共享的复杂遗传框架。
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引用次数: 0
Abnormal signal transmission in white matter revealed by resting-state communication connectivity in Alzheimer's disease: A comprehensive cross-sectional and longitudinal study. 阿尔茨海默病静息状态通信连接揭示的白质异常信号传递:一项全面的横断面和纵向研究。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-02-24 DOI: 10.1038/s41398-026-03883-0
Yihao Guo, Weiyuan Huang, Xiaoli Xiong, Huijuan Chen, Chaoqi Lv, Tao Liu, Feng Chen

Conventional functional connectivity of blood oxygenation level-dependent (BOLD) signals varies with Alzheimer's disease (AD) progression. However, it is unable to describe how white matter (WM) is engaged in brain networks. In this study, we introduced a novel communication connectivity metric, which was defined as the triple-wise correlation coefficient between BOLD signals from pairs of gray matter volume and white matter bundles, to investigate the change of signal transition through WM bundles. A total of 169 participants with longitudinal resting-state fMRI data from the ADNI dataset were included, which consisted of 44 cognitively normal (CN), 58 early mild cognitive impairment (EMCI), 45 late MCI (LMCI), and 22 AD. Cross-sectional analyses at baseline and longitudinal within-group comparisons were conducted to examine changes in pattern correlation coefficients (CC) between 2D graphs across the AD continuum. In the cross-sectional study, the 2D graph of the CN group showed moderate correlation with those of the EMCI and LMCI groups, whereas these associations generally declined in the AD dementia group. Bootstrapping test showed that the pattern CC for the right retrolenticular part of internal capsule (RLIC.R) and posterior corona radiata (PCR.R) significantly declined in the EMCI, LMCI, and AD groups for both cross-sectional and longitudinal studies. These results demonstrated that signal transmission in RLIC.R and PCR.R has great potential to be markers in the early diagnosis of AD and tracking the progression of AD. Communication connectivity based on rs-fMRI is a promising tool for investigating WM signal transmission alterations in AD.

血氧水平依赖(BOLD)信号的常规功能连接随着阿尔茨海默病(AD)的进展而变化。然而,它无法描述白质(WM)是如何参与大脑网络的。在这项研究中,我们引入了一种新的通信连通性度量,将其定义为来自灰质体积和白质束的BOLD信号之间的三重相关系数,以研究信号在WM束中的转换变化。来自ADNI数据集的纵向静息状态fMRI数据共纳入169名参与者,其中包括44名认知正常(CN), 58名早期轻度认知障碍(EMCI), 45名晚期轻度认知障碍(LMCI)和22名AD。在基线和纵向组内比较中进行横断面分析,以检查AD连续体中2D图之间模式相关系数(CC)的变化。在横断面研究中,CN组的2D图显示出与EMCI和LMCI组的中度相关性,而AD痴呆组的这种相关性普遍下降。在横断面和纵向研究中,Bootstrapping测试显示,EMCI、LMCI和AD组的右内囊后部分(RLIC.R)和后辐射冠(PCR.R)的模式CC均显著下降。这些结果证明了RLIC的信号传输。R和PCR。R在AD的早期诊断和跟踪AD的进展方面具有很大的潜力。基于rs-fMRI的通信连接是研究AD中WM信号传输变化的一个很有前途的工具。
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引用次数: 0
Finding the forest in the trees: Using machine learning and online cognitive and perceptual measures to predict adult autism diagnosis. 在树木中寻找森林:使用机器学习和在线认知和感知测量来预测成人自闭症诊断。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-02-19 DOI: 10.1038/s41398-026-03823-y
Erik Van der Burg, Robert M Jertberg, Hilde M Geurts, Bhismadev Chakrabarti, Sander Begeer

Traditional subjective measures are limited in the insight they provide into underlying behavioral differences associated with autism and, accordingly, their ability to predict diagnosis. Performance-based measures offer an attractive alternative, being designed to capture neuropsychological constructs more directly and objectively. However, due to the heterogeneity of autism, differences in any one specific neuropsychological domain are inconsistently detected. Meanwhile, protracted wait times for diagnostic interviews delay access to care, highlighting the importance of developing better methods for identifying individuals likely to be autistic and understanding the associated behavioral differences. We administered a battery of online tasks measuring multisensory perception, emotion recognition, and executive function to a large group of autistic and non-autistic adults. We then used machine learning to classify participants and reveal which factors from the resulting dataset were most predictive of diagnosis. Not only were these measures able to predict autism in a late-diagnosed population known to be particularly difficult to identify, their combination with the most popular screening questionnaire enhanced its predictive accuracy (reaching 92% together). This indicates that performance-based measures may be a promising means of predicting autism, providing complementary information to existing screening questionnaires. Many variables in which significant group differences were not detected had predictive value in combination, suggesting complex latent relationships associated with autism. Machine learning's ability to harness these connections and pinpoint the most crucial features for prediction could allow optimization of a screening tool that offers a unique marriage of predictive accuracy and accessibility.

传统的主观测量在提供与自闭症相关的潜在行为差异的洞察力方面受到限制,因此,它们预测诊断的能力也受到限制。基于表现的测量提供了一个有吸引力的选择,被设计用来更直接和客观地捕捉神经心理学结构。然而,由于自闭症的异质性,在任何一个特定的神经心理学领域的差异是不一致的检测。与此同时,诊断面谈的漫长等待时间延误了获得护理的时间,这突出了开发更好的方法来识别可能患有自闭症的个体并了解相关行为差异的重要性。我们对一大群自闭症和非自闭症成年人进行了一系列在线任务,测量多感官知觉、情绪识别和执行功能。然后,我们使用机器学习对参与者进行分类,并从结果数据集中揭示哪些因素最能预测诊断。这些措施不仅能够预测晚期确诊人群的自闭症,而且与最流行的筛查问卷相结合,提高了预测的准确性(达到92%)。这表明基于表现的测量可能是预测自闭症的一种很有前途的方法,为现有的筛查问卷提供补充信息。许多未发现显著组间差异的变量组合在一起具有预测价值,表明与自闭症相关的复杂潜在关系。机器学习能够利用这些联系并确定预测的最关键特征,从而可以优化筛选工具,从而提供预测准确性和可访问性的独特结合。
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引用次数: 0
Preliminary analysis of ayahuasca-induced anatomical alterations in the somatosensory cortex of juvenile non-human primates (Callithrix jacchus) subjected to chronic stress. 死藤水对慢性应激下幼龄非人灵长类动物体感觉皮层解剖改变的初步分析。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-02-19 DOI: 10.1038/s41398-026-03887-w
Luiz Roberto Fernandes Pereira, Wigínio Gabriel Lira-Bandeira, Andréa Silva Medeiros-Bandeira, Lílian Andrade Carlos de Mendonça, Fernando Vagner Lobo Ladd, Maria Lara Porpino de Meiroz Grilo, Jeferson Souza Cavalcante, Nicole Leite Galvão-Coelho, Expedito Silva Nascimento

Major depressive disorder remains a debilitating mental health disorder affecting millions worldwide, with growing prevalence among adolescents. Recent studies highlight the critical role of the somatosensory cortex in the neuropathology of depression, including structural alterations that impair cortical function. This study investigates the prophylactic effects of ayahuasca, a classic psychedelic brew, on morphological changes in the somatosensory cortex induced by chronic stress in juvenile male non-human primates (Callithrix jacchus). Using a model of social isolation to simulate chronic stress, we employed stereological techniques to assess neuronal volume, density, and cortical organization in three groups: a family group (FG), an isolated group (IG), and an ayahuasca-treated group (AG). Ayahuasca was administered before and during the isolation period. Results revealed a significant reduction in neuronal volume in the IG compared to the FG, while the AG exhibited neuronal volumes comparable to FG, suggesting a prophylactic effect of ayahuasca. Although differences in neuronal density and cortical volume could not be statistically confirmed, trends indicated potential preservation of cortical structure in the AG. These preliminary findings underscore ayahuasca's potential to mitigate stress-induced cortical atrophy and highlight its influence on neural plasticity. Future research should expand sample sizes, incorporate female subjects, and investigate molecular mechanisms underlying these structural changes. This work provides foundational evidence for exploring ayahuasca as a novel therapeutic strategy for stress-related psychiatric disorders, particularly in adolescent populations.

重度抑郁症仍然是一种使人衰弱的精神健康障碍,影响着全世界数百万人,在青少年中的发病率越来越高。最近的研究强调了躯体感觉皮层在抑郁症的神经病理学中的关键作用,包括损害皮层功能的结构改变。本研究探讨了死藤水(一种经典的迷幻饮料)对非人类灵长类(Callithrix jacchus)幼年雄性体感皮层在慢性应激诱导下形态学变化的预防作用。利用社会隔离模型模拟慢性应激,我们采用立体学技术评估了三组小鼠的神经元体积、密度和皮质组织:家庭组(FG)、孤立组(IG)和死藤水处理组(AG)。在隔离之前和隔离期间分别给予死藤水。结果显示,与FG相比,IG的神经元体积显著减少,而AG的神经元体积与FG相当,这表明死藤水具有预防作用。虽然神经元密度和皮质体积的差异还不能从统计学上得到证实,但趋势表明,AG的皮质结构可能得到保存。这些初步研究结果强调了死藤水在缓解应激性皮质萎缩方面的潜力,并强调了其对神经可塑性的影响。未来的研究应扩大样本量,纳入女性受试者,并调查这些结构变化背后的分子机制。这项工作为探索死藤水作为一种新的治疗压力相关精神疾病的策略提供了基础证据,特别是在青少年人群中。
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引用次数: 0
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Translational Psychiatry
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