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Trajectory of depression occurrence before, during, and after dementia diagnosis: A population-based study. 痴呆诊断之前、期间和之后抑郁发生的轨迹:一项基于人群的研究。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-02-03 DOI: 10.1038/s41398-026-03817-w
Wenzhe Yang, Weiwei Li, Sakura Sakakibara, Jiao Wang, Marc Guitart-Masip, Xiuying Qi, Abigail Dove, Weili Xu

Depression and dementia commonly co-occur, yet little is known about depression trajectories across dementia stages. We aimed to map depression occurrence before, during, and after dementia diagnosis, and to identify factors associated with depression among individuals with dementia. This study included 10,051 participants from the Swedish Twin Registry. Participants with incident dementia (n = 2677) were matched with up to 3 controls (n = 7374) by birth year and sex. Depression and dementia diagnoses and their dates were ascertained based on medical records from the National Patient Registry. Conditional Poisson regression estimated incidence rate ratios for depression, while generalized estimating equations examined odds ratios for factors associated with depression. Compared with controls, depression risk among participants with dementia began to increase 6 years pre-diagnosis (incidence rate ratio [95% confidence interval] 2.32 [1.24-4.35]) and peaked during the year of dementia diagnosis (10.38 [7.33-14.69]). Depression risk remained elevated but gradually declined over the following 4 years (3.10 [1.67-5.77]). Female sex (odds ratio 2.21 [1.63-2.99]), smoking (1.58 [1.20-2.08]), heavy drinking (1.88 [1.10-3.21]), and stroke (1.94 [1.31-2.88]) were associated with higher odds of depression before dementia diagnosis, whereas being single (1.71 [1.10-2.37]) and having a history of cancer (1.35 [1.05-1.79]) were associated with post-diagnosis depression. Overall, these findings indicate that depression risk rises before, peaks at, and remains elevated after dementia diagnosis, with specific demographic (sex, marital status) and health-related factors (smoking, alcohol use, stroke, cancer) contributing to its occurrence among individuals with dementia.

抑郁症和痴呆症通常同时发生,但人们对痴呆症各个阶段的抑郁轨迹知之甚少。我们的目的是绘制痴呆诊断之前、期间和之后抑郁症的发生情况,并确定痴呆患者中与抑郁症相关的因素。这项研究包括来自瑞典双胞胎登记处的10051名参与者。根据出生年份和性别,痴呆患者(n = 2677)与最多3个对照组(n = 7374)相匹配。抑郁症和痴呆症的诊断及其日期是根据国家患者登记处的医疗记录确定的。条件泊松回归估计抑郁症的发病率比,而广义估计方程检查与抑郁症相关因素的比值比。与对照组相比,痴呆患者的抑郁风险在诊断前6年开始增加(发病率比[95%可信区间]2.32[1.24-4.35]),在痴呆诊断当年达到峰值(10.38[7.33-14.69])。抑郁风险仍然升高,但在随后的4年中逐渐下降(3.10[1.67-5.77])。女性(比值比为2.21[1.63-2.99])、吸烟(比值比为1.58[1.20-2.08])、酗酒(比值比为1.88[1.10-3.21])和中风(比值比为1.94[1.31-2.88])与痴呆诊断前抑郁的高发生率相关,而单身(比值比为1.71[1.10-2.37])和有癌症史(比值比为1.35[1.05-1.79])与诊断后抑郁相关。总的来说,这些发现表明,抑郁症风险在痴呆症诊断之前上升,在痴呆症诊断时达到峰值,并在痴呆症诊断后保持较高水平,具体的人口统计学(性别、婚姻状况)和与健康相关的因素(吸烟、饮酒、中风、癌症)导致痴呆症患者发生抑郁症。
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引用次数: 0
Psychopathology profiles and longitudinal correlates of nonsuicidal self-injury in youth: a machine-learning approach. 青少年非自杀性自伤的精神病理特征和纵向相关性:一种机器学习方法。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-02-02 DOI: 10.1038/s41398-026-03832-x
Marcos S Croci, Marcelo J A A Brañas, Ellen F Finch, Boyu Ren, Stepheni Uh, Edwin S Dalmaijer, Arthur Caye, Giovanni A Salum, Luis Augusto Paim Rohde, Euripedes Constantino Miguel, Pedro Mario Pan, Lois W Choi-Kain

Nonsuicidal self-injury (NSSI) in youth is clinically heterogeneous. We aimed to identify distinct psychopathology-based profiles among children and adolescents reporting NSSI and their longitudinal correlates. Participants (N = 1 345) were drawn from the Brazilian High-Risk Cohort Study, which conducted extensive phenotypic assessments at baseline (ages 6-14 years) and across two follow-up waves (ages 9-18 and 13-23 years). First, we applied unsupervised machine-learning algorithms (Self-Organizing Maps and k-means clustering) to identify distinct psychopathology-based profiles among youth reporting NSSI at the second follow-up. We then employed three models to identify longitudinal predictors of these profiles: logistic regression, elastic net, and random forest. Analyses revealed two distinct profiles of youth reporting NSSI, characterized by high and low psychopathology. The high psychopathology profile (n = 117) was associated with factors identifiable earlier in life and characterized by persistent psychiatric symptoms and significant social adversity throughout development (e.g., family problems and bullying). The low psychopathology profile (n = 127) was marked by lower overall psychopathology and experienced mental health problems only later in development, with less severe challenges over time, such as school suspension and milder depressive symptoms. While the logistic regression did not provide overall significant performance, the elastic net (AUC = 0.72 95% CI 0.65-0.77) and random forest (AUC = 0.73 95% CI 0.67-0.78) did. The present study identified two distinct psychopathology-based profiles among youth reporting NSSI and their longitudinal correlates, using machine learning approaches. Early identification of youth in higher-risk profiles can inform early intervention strategies.

青少年非自杀性自伤(NSSI)在临床上具有异质性。我们的目的是在报告自伤的儿童和青少年中确定不同的精神病理特征及其纵向相关性。参与者(N = 1345)来自巴西高危队列研究,该研究在基线(6-14岁)和两个随访阶段(9-18岁和13-23岁)进行了广泛的表型评估。首先,我们应用无监督机器学习算法(自组织地图和k-means聚类)在第二次随访中识别报告自伤的青少年中不同的基于精神病理的特征。然后,我们采用三种模型来确定这些剖面的纵向预测因子:逻辑回归、弹性网络和随机森林。分析表明,报告自伤的青少年有两种不同的特征,即精神病理程度高和低。高精神病理特征(n = 117)与生命早期可识别的因素有关,其特征是持续的精神症状和整个发展过程中显著的社会逆境(例如,家庭问题和欺凌)。低精神病理学特征(n = 127)的特点是整体精神病理学较低,只有在发育后期才出现精神健康问题,随着时间的推移,不太严重的挑战,如休学和轻度抑郁症状。虽然逻辑回归没有提供整体显著的性能,但弹性网(AUC = 0.72 95% CI 0.65-0.77)和随机森林(AUC = 0.73 95% CI 0.67-0.78)提供了显著的性能。本研究使用机器学习方法,在报告自伤的青少年中确定了两种不同的基于精神病理学的特征及其纵向相关性。早期识别高风险青年可以为早期干预策略提供信息。
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引用次数: 0
Untargeted 1H NMR-based metabolomics unveils distinct circulating biochemical signatures between treatment-resistant and non-treatment-resistant schizophrenia patients: a pilot study. 基于非靶向1H nmr的代谢组学揭示了治疗耐药和非治疗耐药精神分裂症患者之间不同的循环生化特征:一项试点研究。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-02-02 DOI: 10.1038/s41398-026-03853-6
Carmen Marino, Siwei Zhang, Giuseppe De Simone, Manuela Grimaldi, Anna Di Maio, Felice Iasevoli, Francesco Errico, Anna Maria D'Ursi, Andrea de Bartolomeis, Alessandro Usiello

Schizophrenia is a severe psychiatric disorder that affects approximately 1% of the population. Despite the availability of antipsychotic therapies, about 30% of patients develop treatment-resistant schizophrenia (TRS), defined by a lack of response to at least two different antipsychotic trials. Although several genetic and environmental factors have been proposed to explain treatment resistance, metabolomic studies investigating circulating metabolites in TRS remain limited. In this pilot cross-sectional study, we conducted untargeted 1H NMR-based metabolomics to profile serum metabolites in TRS versus non-TRS patients. Notably, multivariate analysis revealed distinct serum metabolome profiles between the two groups. Additionally, Variable Importance in Projection (VIP) analysis and robust volcano plots showed significant differences between TRS versus non-TRS patients in metabolites involved in lipid and amino acid metabolism. Specifically, serine and glycine emerged as key discriminating molecules, prompting a complementary targeted HPLC analysis in the same serum samples. Although no significant group differences were observed in L-serine, D-serine, the D-serine/total serine ratio, or glycine levels, we found a positive correlation between D-serine levels and cognitive performance, particularly in the area of executive function, across the entire patient cohort. Additionally, a significant correlation between glycine and disorganization symptoms was found selectively in TRS patients. In conclusion, our study offers new insights into potential biomarkers for TRS, highlighting serine-glycine pathway as a possible crossroad between systemic dysmetabolism, NMDA receptor dysfunction, and cognitive impairment in TRS.

精神分裂症是一种严重的精神疾病,影响了大约1%的人口。尽管有抗精神病药物治疗,但仍有大约30%的患者出现治疗难治性精神分裂症(TRS),定义为对至少两种不同的抗精神病药物试验缺乏反应。尽管已经提出了一些遗传和环境因素来解释治疗耐药性,但研究TRS循环代谢物的代谢组学研究仍然有限。在这项试验性横断面研究中,我们进行了非靶向的基于1H nmr的代谢组学来分析TRS患者与非TRS患者的血清代谢物。值得注意的是,多变量分析揭示了两组之间不同的血清代谢组谱。此外,可变重要性投影(VIP)分析和稳健火山图显示,TRS与非TRS患者在涉及脂质和氨基酸代谢的代谢物方面存在显著差异。具体来说,丝氨酸和甘氨酸成为关键的区分分子,促使在相同的血清样本中进行互补的靶向HPLC分析。虽然在l -丝氨酸、d -丝氨酸、d -丝氨酸/总丝氨酸比率或甘氨酸水平上没有观察到显著的组间差异,但我们发现,在整个患者队列中,d -丝氨酸水平与认知能力之间存在正相关,尤其是在执行功能方面。此外,在TRS患者中选择性地发现甘氨酸与紊乱症状之间存在显著相关性。总之,我们的研究为TRS的潜在生物标志物提供了新的见解,强调了丝氨酸-甘氨酸途径可能是TRS全身性代谢障碍、NMDA受体功能障碍和认知障碍之间的交叉点。
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引用次数: 0
Dysfunction of GABAergic interneurons underlies altered neural network oscillations associated with epileptiform activity in PPT1-deficient mice. gaba能中间神经元功能障碍是ppt1缺陷小鼠中与癫痫样活动相关的神经网络振荡改变的基础。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-02-02 DOI: 10.1038/s41398-026-03843-8
Jia Tong, Weizhen Liu, Qianqian Wang, Huifang Yang, Ziyan Gao, Wanliu Wu, Jie Liu, Wenqiang Li, Chengbiao Lu

The neuronal ceroid lipofuscinosis family of lysosomal storage diseases, also called CLN1 disease, is characterized by the deficiency of palmitoyl-protein thioesterase 1 (PPT1). In this study, we investigated the impact of PPT1 deficiency on hippocampal GABAergic interneurons (INs) and associated neural network oscillations in a PPT1-KI (CLN1 c.451 C > T (p.R151X)) mouse model. Using a combination of in vivo electrophysiology, immunostaining, and fiber photometry, we observed that PPT1 deficiency led to the activation of caspase 3 in parvalbumin-positive (PV+) INs, an increased activity of pyramidal neurons and theta/gamma oscillation power, and the disruption of theta-gamma cross-frequency coupling (CFC) in the early stage of the CLN1 disease model. In the late stage of the CLN1 disease model, we observed the reduced neuronal activity, extensive neuronal loss including PV+ INs, and the emergence of spontaneous epileptiform discharges and the pathological ripples. Treatment with diazepam partially restored oscillatory coupling and reduced seizure-like activities. Our research indicated that PPT1 deficiency leads to early selective impairment of PV+ INs, triggering overactivation of pyramidal neurons and network dysfunction, which consequently results in seizures and neurodegeneration. This research provides novel insights into the pathogenesis of CLN1 disease and potential therapeutic strategies for the intervention of CLN1 disease by improving the function of inhibitory INs via caspase inhibition.

溶酶体贮积病的神经性ceroid脂褐素病家族,也称为CLN1病,其特征是棕榈酰蛋白硫酯酶1 (PPT1)缺乏。在这项研究中,我们研究了PPT1缺乏对PPT1- ki (CLN1 C .451 C > T (p.R151X))小鼠模型海马gaba能中间神经元(INs)和相关神经网络振荡的影响。结合体内电生理、免疫染色和纤维光度法,我们观察到PPT1缺乏导致小白蛋白阳性(PV+) INs中caspase 3的激活,锥体神经元和θ / γ振荡功率的活性增加,以及在CLN1疾病模型的早期阶段θ - γ交叉频率耦合(CFC)的破坏。在CLN1疾病模型的晚期,我们观察到神经元活性降低,包括PV+ INs在内的广泛神经元丧失,以及自发癫痫样放电和病理波纹的出现。地西泮治疗部分恢复振荡耦合和减少癫痫样活动。我们的研究表明,PPT1缺乏导致PV+ INs的早期选择性损伤,引发锥体神经元的过度激活和网络功能障碍,从而导致癫痫发作和神经变性。本研究通过caspase抑制改善抑制性INs的功能,为CLN1疾病的发病机制和干预CLN1疾病的潜在治疗策略提供了新的见解。
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引用次数: 0
Regarding "The molecular mechanisms through which psilocybin prevents suicide: evidence from network pharmacology and molecular docking analyses". 关于“裸盖菇素预防自杀的分子机制:来自网络药理学和分子对接分析的证据”。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-01-31 DOI: 10.1038/s41398-026-03844-7
Jesper Kristensen
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引用次数: 0
Brexanolone infusion produces sustained anti-inflammatory and neurotrophic effects in patients with postpartum depression that predict symptom improvement. 布雷沙诺酮输注在产后抑郁症患者中产生持续的抗炎和神经营养作用,预测症状改善。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-01-31 DOI: 10.1038/s41398-026-03834-9
Irina Balan, Cecilia Isabel Sousa Pearson, Holly Krohn, Todd K O'Buckley, Kai Xia, Samantha Meltzer-Brody, A Leslie Morrow, Riah Patterson

Postpartum depression (PPD) is linked to neuroimmune dysregulation. Brexanolone, an intravenous formulation of the neurosteroid allopregnanolone and the first FDA-approved treatment for PPD, produces rapid and sustained antidepressant effects. However, its long-term mechanisms of action remain unclear. This study evaluated brexanolone's prolonged impact on two groups of biomarkers in whole blood: inflammatory mediators and growth/differentiation/neurotrophic factors. Whole blood was also maintained in culture (4 h) and subjected to lipopolysaccharide (LPS) stimulation of the TLR4 inflammatory pathway. Ten individuals with moderate-to-severe PPD received brexanolone and were assessed before, and at 6 h, ~7, and ~30 days post-infusion. BDNF significantly increased and remained elevated through 30 days, representing a sustained neurotrophic response. In contrast, inflammatory mediators CCL11, IL-6, TNF-α, and IL-18 showed rapid reductions by 6 h. TNF-α suppression lasted up to 7 days, while CCL11 and IL-6 remained suppressed through 30 days. These changes were associated with reductions in Hamilton Depression Rating Scale (HAM-D) scores over time. LPS-stimulated whole blood cultures revealed suppression of TLR4-induced CCL11, IL-1β, IL-6, IL-8, IL-18, TNF-α, HMGB1, and MIP-1β at 6 h. IL-8, IL-18, and TNF-α remained suppressed through 7 days, while IL-1β and CCL11 remained suppressed through 30 days, aligning with sustained HAM-D score improvements. Biomarker × time interactions suggested dynamic regulation of inflammatory and neurotrophic pathways. Given the small sample size, these findings should be interpreted as a pilot study, but they indicate that brexanolone promotes both rapid and sustained anti-inflammatory and neurotrophic effects supporting lasting symptom remission in PPD.

产后抑郁症(PPD)与神经免疫失调有关。布雷沙诺酮(Brexanolone)是一种静脉注射的神经类固醇异孕酮,也是fda批准的首个治疗产后抑郁症的药物,能产生快速和持续的抗抑郁效果。然而,其长期作用机制尚不清楚。本研究评估了布雷沙诺酮对两组全血生物标志物的长期影响:炎症介质和生长/分化/神经营养因子。全血保持培养(4小时),并对TLR4炎症通路进行脂多糖(LPS)刺激。10例中重度PPD患者接受布雷沙诺酮治疗,分别于注射前、注射后6小时、7天和30天进行评估。BDNF显著增加,并在30天内保持升高,代表持续的神经营养反应。相比之下,炎症介质CCL11、IL-6、TNF-α和IL-18在6小时内迅速减少。TNF-α抑制持续7天,CCL11和IL-6抑制持续30天。随着时间的推移,这些变化与汉密尔顿抑郁评定量表(HAM-D)得分的降低有关。lps刺激的全血培养显示,tlr4诱导的CCL11、IL-1β、IL-6、IL-8、IL-18、TNF-α、HMGB1和MIP-1β在6小时受到抑制。IL-8、IL-18和TNF-α在7天内保持抑制,而IL-1β和CCL11在30天内保持抑制,与持续的HAM-D评分改善一致。生物标志物与时间的相互作用提示炎症和神经营养通路的动态调节。鉴于样本量小,这些发现应该被解释为一项初步研究,但它们表明布雷沙诺酮促进快速和持续的抗炎和神经营养作用,支持PPD的持久症状缓解。
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引用次数: 0
Randomized, double-blind, sham-controlled pilot trial of theta-band transcranial alternating current stimulation during cognitive training in mild Alzheimer's disease. 轻度阿尔茨海默病认知训练期间经颅交流电刺激的随机、双盲、假对照先导试验
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-01-31 DOI: 10.1038/s41398-026-03822-z
Qian Gong, Xuemin Fu, Daxi Feng, Shuying Rao, Benno Pütz, Bertram Müller-Myhsok, Lili Wei, Chanchan Shen, Yingchun Zhang, Luoyi Xu, Wenjuan Chen, Kehua Yang, Dandan Chen, Xinghui Lv, Zhongmei Yan, Dandan Luo, Pengfei Wei, Haiteng Jiang, Wei Chen

Cognitive deficits are a hallmark of Alzheimer's disease (AD), and effective treatments remain elusive. Transcranial alternating current stimulation (tACS), a non-invasive technique, has shown potential in improving cognitive function across various populations, but further research is needed to investigate its efficacy in AD. In a randomized, double-blind, sham-controlled pilot trial, 36 mild AD patients received active or sham theta-tACS (8 Hz, 1.6 mA, 20-min daily) during n-back task for two weeks, followed by a 10-week follow-up. Cognitive assessments and resting-state EEG were analyzed at baseline, after-treatment, and follow-up. The results showed that the active group demonstrated significant cognitive improvements after treatment (MMSE: t (15) =-3.273, p = 0.005, Cohen's d = 0.82), particularly in short-term memory (MMSE-recall: Z = -2.11, p = 0.035, r = 0.53), with maintained benefits after 10 weeks. In contrast, the sham group exhibited long-term cognitive decline (MMSE: t (4) = 3.586, p = 0.023, Cohen's d = -1.60). EEG analysis revealed reduced gamma power (t (23) = 2.689, p = 0.013, Cohen's d = 1.077) and theta connectivity in active group, particularly in the frontotemporal regions (F4/F7: t (23) = 2.467, p = 0.021, Cohen's d = 0.988; F4/T3: t (23) = 2.465, p = 0.022, Cohen's d = 0.987), which was correlated with cognitive improvements (R = -0.57, p = 0.043). In conclusion, tACS combining cognitive training may offer cognitive benefits in mild AD by modulating neural activity, though further studies are needed to clarify its mechanisms.

认知缺陷是阿尔茨海默病(AD)的一个标志,有效的治疗方法仍然难以捉摸。经颅交流电刺激(tACS)是一种非侵入性技术,已显示出改善不同人群认知功能的潜力,但需要进一步研究其对AD的疗效。在一项随机、双盲、假对照的先导试验中,36名轻度AD患者在n-back任务期间接受主动或假theta-tACS (8 Hz, 1.6 mA,每天20分钟)治疗,持续两周,随后进行10周的随访。在基线、治疗后和随访时分析认知评估和静息状态脑电图。结果显示,积极组在治疗后表现出显著的认知改善(MMSE: t (15) =-3.273, p = 0.005, Cohen’s d = 0.82),特别是在短期记忆方面(MMSE-recall: Z = -2.11, p = 0.035, r = 0.53),并在10周后保持优势。相反,假手术组表现出长期认知能力下降(MMSE: t (4) = 3.586, p = 0.023, Cohen’s d = -1.60)。脑电图分析显示,活跃组的γ功率(t (23) = 2.689, p = 0.013, Cohen’s d = 1.077)和θ连通性降低,尤其是额颞叶区(F4/F7: t (23) = 2.467, p = 0.021, Cohen’s d = 0.988;F4/T3: t (23) = 2.465, p = 0.022, Cohen’s d = 0.987),与认知改善相关(R = -0.57, p = 0.043)。综上所述,tACS联合认知训练可能通过调节神经活动来改善轻度AD患者的认知功能,但其机制尚需进一步研究。
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引用次数: 0
Social valence dictates sex differences in identity recognition. 社会效价决定了性别在身份认知上的差异。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-01-31 DOI: 10.1038/s41398-026-03854-5
Amanda Larosa, Qi W Xu, Mohammad Yaghoubi, Brandon W Wong, Alice S Wong, J Quinn Lee, Mark P Brandon, Tak P Wong

Social valence is the directional emotional significance affiliated with social experiences. Maladaptive social information processing has been linked to mood disorder susceptibility, which is more prevalent in women. To determine whether there are sex differences in social valence processing, we employed behavioral tasks that associated conspecific identity recognition with either positive or negative valence, as well as tasks in which valence information originated from social targets. Male mice demonstrated identity recognition regardless of social valence. While male and female mice performed similarly in the positive social valence task, female mice did not show identity recognition following the negative social valence task. In vivo calcium imaging of the dorsal CA1 further revealed sex differences in negative social valence processing with reduced hippocampal representation of social information in female mice. Finally, enhancing dorsal CA1 neuronal activity by ampakine rescued identity recognition in female mice. These results suggest that sex differences in social valence processing may contribute to the heightened vulnerability to social stress-related mood disorders in women.

社会效价是与社会经验相关联的定向情感意义。社会信息处理的不适应与情绪障碍的易感性有关,这在女性中更为普遍。为了确定社会效价加工是否存在性别差异,我们采用了与正效价或负效价相关联的同构身份识别行为任务,以及来自社会目标的效价信息的任务。雄性小鼠表现出与社会价无关的身份识别。雄性和雌性小鼠在积极的社会效价任务中表现相似,而雌性小鼠在消极的社会效价任务中没有表现出身份识别。体内钙成像进一步揭示了雌性小鼠负社会价加工的性别差异和海马社会信息表征的减少。最后,ampakine可增强雌性小鼠背侧CA1神经元的活性。这些结果表明,社会效价加工的性别差异可能导致女性对社会压力相关情绪障碍的脆弱性增加。
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引用次数: 0
Exploring the intricate interplay between metabolic abnormalities and multidimensional cognitive impairment in stable schizophrenia patients. 探索稳定型精神分裂症患者代谢异常与多维认知障碍之间复杂的相互作用。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-01-31 DOI: 10.1038/s41398-026-03820-1
Xiao Wang, Jing Dang, Xin Yu, De Cao, Yanfang Wang, Qingwei Ji, Yu Wang, Xiaohu Zheng, Miao Chen, Jianping Feng, Song Song, Binhong Wang, Chuan Shi, Sha Liu

Cognitive deficits across multiple domains are prevalent in patients with schizophrenia (PWS), and metabolic syndrome (MetS) may significantly contribute to this impairment. To clarify the complex relationships between individual MetS components and multidimensional cognitive dysfunction in PWS, we conducted a multicenter study involving 727 clinically stable patients recruited from ten psychiatric hospitals. Cognitive function was assessed using the Chinese Brief Cognitive Test (C-BCT). We employed network analysis and structural equation modeling (SEM) to explore these associations, with machine learning techniques applied for further validation. The results revealed statistically significant differences in several cognitive domains between patients with and without dyslipidemia (DL). Patients with hypertension (HT) also exhibited overall poorer cognitive performance. Network analysis indicated meaningful distinctions between patients presenting two or more MetS components (MetS-2+) and those without, showing a sparser network configuration in the MetS-2+ group. Across both groups, the Symbol Coding task demonstrated the highest strength centrality. SEM indicated that metabolic indicators, specifically DL and HT, mediated the relationship between clinical symptoms and cognitive function. Furthermore, a transformer-based machine learning model performed effectively in predicting cognitive dimensions, supporting the predictive utility of MetS components for multidimensional cognitive outcomes. In summary, specific MetS components, particularly DL and HT, show intricate associations with cognitive function in stable-phase PWS. Our findings suggest that management of HT in this population may represent a potential pathway for cognitive enhancement and improved social functioning. Trial registration: MR-11-23-007343.

跨多个领域的认知缺陷在精神分裂症(PWS)患者中普遍存在,代谢综合征(MetS)可能是导致这种损害的重要原因。为了阐明PWS患者个体代谢代谢成分与多维认知功能障碍之间的复杂关系,我们开展了一项多中心研究,从10家精神病院招募了727名临床稳定的患者。采用中文简短认知测验(C-BCT)评估认知功能。我们使用网络分析和结构方程建模(SEM)来探索这些关联,并应用机器学习技术进行进一步验证。结果显示,有和没有血脂异常(DL)的患者在几个认知领域有统计学上的显著差异。高血压患者(HT)也表现出整体较差的认知表现。网络分析表明,存在两种或更多MetS成分(MetS-2+)的患者与不存在MetS-2+的患者之间存在显著差异,在MetS-2+组中显示出更稀疏的网络配置。在两组中,符号编码任务表现出最高强度的中心性。扫描电镜显示代谢指标,特别是DL和HT,介导了临床症状与认知功能的关系。此外,基于变压器的机器学习模型在预测认知维度方面表现有效,支持MetS组件对多维认知结果的预测效用。综上所述,特定的MetS成分,特别是DL和HT,在稳定期PWS中显示出与认知功能的复杂关联。我们的研究结果表明,在这一人群中管理HT可能是认知增强和社会功能改善的潜在途径。试验注册:MR-11-23-007343。
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引用次数: 0
Cannabidiol blood metabolite levels after cannabidiol treatment are associated with broadband EEG changes and improvements in visuomotor and non-verbal cognitive abilities in boys with autism requiring higher levels of support. 大麻二酚治疗后的血液代谢物水平与需要更高水平支持的自闭症男孩的宽带脑电图变化和视觉运动和非语言认知能力的改善有关。
IF 6.2 1区 医学 Q1 PSYCHIATRY Pub Date : 2026-01-30 DOI: 10.1038/s41398-026-03815-y
Christian Cazares, Austin Hutton, Gisselle Paez, Doris Trauner, Bradley Voytek

Oral cannabidiol (CBD) treatment has been suggested to alleviate severe symptoms of autism spectrum disorder (ASD). While many CBD preparations have been studied in clinical trials involving ASD, none has used purified CBD preparations or preparations approved by the U.S. Food and Drug Administration, nor have they focused on children with ASD with higher support needs. Previous studies have identified several candidate electrophysiological biomarkers of cognitive and behavioral disabilities in ASD, with emerging biomarkers including periodic (oscillatory) and aperiodic measures of neural activity. We analyzed electroencephalography (EEG) recordings from 24 boys with ASD and higher support needs (aged 7-14 years) from a prior double-blind, placebo-controlled, crossover Phase II Clinical Trial (NCT04517799) that investigated whether 8 weeks of daily CBD treatment (up to 20 mg/kg/day) improved severe behavioral problems, measured at baseline, post-CBD, post-placebo, and post-washout. Using linear mixed effect models, we found that aperiodic EEG measures varied with CBD metabolite levels in blood, as evidenced by a larger aperiodic offset across the scalp and a decreased aperiodic exponent across occipital electrodes. Furthermore, CBD metabolite levels in blood had a positive association with receptive vocabulary, nonverbal intelligence and visuomotor coordination. Our data suggest that this daily CBD preparation and administration schedule produced mixed effects, with some children showing improvements in cognitive and behavioral abilities while others demonstrated limited changes. Our findings support the inclusion of aperiodic EEG measures alongside traditional oscillatory EEG measures as candidate biomarkers for tracking the variable clinical impact of purified CBD treatment in children with ASD.

口服大麻二酚(CBD)治疗已被建议缓解自闭症谱系障碍(ASD)的严重症状。虽然在涉及ASD的临床试验中研究了许多CBD制剂,但没有一个使用纯化的CBD制剂或经美国食品和药物管理局批准的制剂,也没有针对有更高支持需求的ASD儿童。先前的研究已经确定了一些候选的ASD认知和行为障碍的电生理生物标志物,新兴的生物标志物包括周期性(振荡)和非周期性的神经活动测量。我们分析了来自24名ASD和更高支持需求的男孩(7-14岁)的脑电图(EEG)记录,这些男孩来自先前的双盲、安慰剂对照、交叉II期临床试验(NCT04517799),该试验调查了8周的每日CBD治疗(高达20mg /kg/天)是否改善了严重的行为问题,在基线、CBD后、安慰剂后和洗脱期后进行了测量。使用线性混合效应模型,我们发现非周期脑电图测量值随血液中CBD代谢物水平的变化而变化,这可以通过头皮上较大的非周期偏移和枕部电极上减少的非周期指数来证明。此外,血液中CBD代谢物水平与接受性词汇、非语言智力和视觉运动协调呈正相关。我们的数据表明,这种每日CBD制备和给药计划产生了混合效果,一些孩子的认知和行为能力有所改善,而另一些孩子的变化有限。我们的研究结果支持将非周期性脑电图测量与传统的振荡脑电图测量一起作为候选生物标志物,用于跟踪纯化CBD治疗对ASD儿童的可变临床影响。
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Translational Psychiatry
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