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Individual differences in autism-like traits are associated with reduced goal emulation in a computational model of observational learning 自闭症样特征的个体差异与观察学习计算模型中目标模仿能力下降有关
Pub Date : 2024-07-10 DOI: 10.1038/s44220-024-00287-1
Qianying Wu, Sarah Oh, Reza Tadayonnejad, Jamie D. Feusner, Jeffrey Cockburn, John P. O’Doherty, Caroline J. Charpentier
The ability to infer the goals and intentions of others is crucial for social interactions, and such social capabilities are broadly distributed across individuals. Autism-like traits (that is, traits associated with autism spectrum disorder (ASD)) have been associated with reduced social inference, yet the underlying computational principles and social cognitive processes are not well characterized. Here we tackle this problem by investigating inference during social learning through computational modeling in two large cross-sectional samples of adult participants from the general population (N1 = 943, N2 = 352). Autism-like traits were extracted and isolated from other associated symptom dimensions through a factor analysis of the Social Responsiveness Scale. Participants completed an observational learning task to quantify the tradeoff between two social learning strategies: imitation (repeating the observed partner’s most recent action) and emulation (inferring the observed partner’s goal). Autism-like traits were associated with reduced observational learning specifically through reduced emulation (but not imitation), revealing difficulties in social goal inference (Pearson’s r = −0.124, P < 0.001). This association held, even when controlling for other model parameters (for example, decision noise, heuristics, F1,925 = 15.352, P < 0.001), and was specifically related to social difficulties in autism-like traits (F1,916 = 33.169, P < 0.001) but not social anxiety traits (F1,916 = 0.005, P = 0.945). The findings, replicated in an additional sample, provide a powerfully specific mechanistic hypothesis for social learning challenges in ASD, employing a computational psychiatry approach that could be applied to other disorders. Using a computational approach, Wu et al. find that autism-related traits are associated with reduced observational learning specifically through reduced goal emulation, revealing difficulties in social goal inference.
推断他人目标和意图的能力对于社会交往至关重要,而这种社会能力广泛分布于不同个体。类似自闭症的特质(即与自闭症谱系障碍(ASD)相关的特质)与社交推断能力下降有关,但其背后的计算原理和社会认知过程还没有得到很好的描述。为了解决这个问题,我们在两个大型横断面样本(N1 = 943 人,N2 = 352 人)中,通过计算建模研究了成年普通参与者在社会学习过程中的推理能力。通过对社交反应量表进行因子分析,从其他相关症状维度中提取并分离出类似自闭症的特征。受试者完成了一项观察学习任务,以量化两种社会学习策略之间的权衡:模仿(重复观察对象最近的动作)和仿效(推断观察对象的目标)。自闭症样特质与观察学习减少有关,特别是通过减少模仿(而不是模仿),揭示了社会目标推断方面的困难(Pearson's r = -0.124,P <0.001)。即使控制了其他模型参数(如决策噪音、启发式,F1,925 = 15.352,P <0.001),这种关联仍然存在,而且与自闭症样特质的社交困难特别相关(F1,916 = 33.169,P <0.001),但与社交焦虑特质无关(F1,916 = 0.005,P = 0.945)。这些发现在另一个样本中得到了重复,为 ASD 的社交学习挑战提供了一个强有力的特异性机理假设,并采用了一种可应用于其他疾病的计算精神病学方法。通过计算方法,Wu 等人发现自闭症相关特征与观察学习减少有关,特别是通过目标模仿减少,揭示了社会目标推断的困难。
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引用次数: 0
Opioid-induced neuroanatomical, microglial and behavioral changes are blocked by suvorexant without diminishing opioid analgesia 舒伐沙坦可阻断阿片类药物诱导的神经解剖学、小胶质细胞和行为变化,但不会降低阿片类药物的镇痛效果
Pub Date : 2024-07-09 DOI: 10.1038/s44220-024-00278-2
Ronald McGregor, Ming-Fung Wu, Thomas C. Thannickal, Songlin Li, Jerome M. Siegel
Heroin use disorder in humans and chronic opioid administration to mice result in an increase in the number and a decrease in the size of detected hypocretin (Hcrt, or orexin) neurons. Chronic morphine administration to mice increases Hcrt axonal projections to the ventral tegmental area (VTA), the level of tyrosine hydroxylase (TH) in VTA and the number of detected TH+ cells in VTA, and activates VTA and hypothalamic microglia. Co-administration of morphine with the dual Hcrt receptor antagonist suvorexant prevents morphine-induced changes in the number and size of Hcrt neurons, the increase in Hcrt projections to the VTA and microglial activation in the VTA and hypothalamus. Co-administration of suvorexant with morphine also prevents morphine anticipatory behavior and reduces opioid withdrawal symptoms. However, suvorexant does not diminish morphine analgesia. Here we show that combined administration of opioids and suvorexant may reduce the addiction potential of opioid use for pain relief in humans while maintaining the analgesic effects of opioids. The authors demonstrate that, in a mouse model of heroin use disorder, co-administration of morphine and suvorexant prevented both morphine-induced anatomical changes in hypocretin neurons and morphine anticipation and reduced morphine withdrawal behavior but spared analgesia, suggesting applications for reducing opioid addiction potential in humans.
人类海洛因使用障碍和小鼠长期服用阿片类药物会导致检测到的促肾上腺皮质激素(Hcrt,或称奥曲肽神经元)数量增加和体积缩小。对小鼠长期施用吗啡会增加 Hcrt 向腹侧被盖区(VTA)的轴突投射、VTA 中酪氨酸羟化酶(TH)的水平以及 VTA 中检测到的 TH+ 细胞的数量,并激活 VTA 和下丘脑小胶质细胞。吗啡与Hcrt受体双重拮抗剂suvorexant联合给药可防止吗啡引起的Hcrt神经元数量和大小的变化、Hcrt向VTA投射的增加以及VTA和下丘脑小胶质细胞的激活。suvorexant与吗啡同时给药还能防止吗啡预期行为并减轻阿片戒断症状。然而,suvorexant 并不会减轻吗啡镇痛。我们在此表明,阿片类药物和舒伐沙坦的联合用药可降低人类使用阿片类药物止痛的成瘾可能性,同时保持阿片类药物的镇痛效果。作者证明,在海洛因使用障碍的小鼠模型中,同时服用吗啡和舒伐沙坦可以防止吗啡诱导的下视网膜神经元解剖学变化和吗啡预期,减少吗啡戒断行为,但不影响镇痛效果,这表明舒伐沙坦可用于降低人类使用阿片类药物成瘾的可能性。
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引用次数: 0
Publisher Correction: Characterizing the phenotypic and genetic structure of psychopathology in UK Biobank 出版商更正:英国生物数据库中精神病理学的表型和遗传结构特征
Pub Date : 2024-07-09 DOI: 10.1038/s44220-024-00293-3
Camille M. Williams, Hugo Peyre, Tobias Wolfram, Younga H. Lee, Jakob Seidlitz, Tian Ge, Jordan W. Smoller, Travis T. Mallard, Franck Ramus
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引用次数: 0
A cognitive neural circuit biotype of depression showing functional and behavioral improvement after transcranial magnetic stimulation in the B-SMART-fMRI trial 在 B-SMART-fMRI 试验中,经颅磁刺激后抑郁症认知神经回路生物型的功能和行为得到改善
Pub Date : 2024-07-05 DOI: 10.1038/s44220-024-00271-9
Leonardo Tozzi, Claire Bertrand, Laura Michele Hack, Timothy Lyons, Alisa Marie Olmsted, Divya Rajasekharan, TeChieh Chen, Yosef A. Berlow, Jerome A. Yesavage, Kelvin Lim, Michelle R. Madore, Noah S. Philip, Paul Holtzheimer, Leanne Maree Williams
We previously identified a cognitive biotype of depression characterized by treatment resistance, impaired cognitive control behavioral performance and dysfunction in the cognitive control circuit, comprising the dorsolateral prefrontal cortex (dLPFC) and dorsal anterior cingulate cortex (dACC). Therapeutic transcranial magnetic stimulation (TMS) to the left dLPFC is a promising option for individuals whose depression does not respond to pharmacotherapy. Here, 43 veterans with treatment-resistant depression were assessed before TMS, after early TMS and post-TMS using functional magnetic resonance imaging during a Go–NoGo paradigm, behavioral cognitive control tests and symptom questionnaires. Stratifying veterans at baseline based on task-evoked dLPFC–dACC connectivity, we demonstrate that TMS-related improvement in cognitive control circuit connectivity and behavioral performance is specific to individuals with reduced connectivity at baseline (cognitive biotype +), whereas individuals with intact connectivity at baseline (cognitive biotype −) did not demonstrate significant changes. Our findings show that dLPFC–dACC connectivity during cognitive control is both a promising diagnostic biomarker for a cognitive biotype of depression and a response biomarker for cognitive improvement after TMS applied to the dLPFC. The authors investigate functional connectivity before and after transcranial magnetic stimulation in veterans with treatment-resistant depression stratified by cognitive biotype, demonstrating associated brain connectivity-mediated improvement in cognitive behavioral task performance.
我们之前发现了一种抑郁症认知生物型,其特点是治疗抵抗、认知控制行为表现受损以及认知控制回路功能障碍,该回路由背外侧前额叶皮层(dLPFC)和背侧前扣带回皮层(dACC)组成。对药物治疗无效的抑郁症患者来说,对左侧前额叶皮质(dLPFC)进行经颅磁刺激(TMS)治疗是一种很有前景的选择。在此,研究人员使用功能磁共振成像技术在Go-NoGo范式、行为认知控制测试和症状问卷调查中对43名患有治疗耐受性抑郁症的退伍军人进行了TMS治疗前、TMS早期治疗后和TMS治疗后的评估。我们根据任务诱发的dLPFC-dACC连通性对基线时的退伍军人进行了分层,结果表明,与TMS相关的认知控制回路连通性和行为表现的改善是基线时连通性降低(认知生物型+)的个体所特有的,而基线时连通性完好(认知生物型-)的个体并没有表现出显著的变化。我们的研究结果表明,在认知控制过程中,dLPFC-dACC 连接性既是抑郁症认知生物型的诊断生物标志物,也是对 dLPFC 应用 TMS 后认知改善的反应生物标志物。作者调查了按认知生物型分层的耐药抑郁症退伍军人在经颅磁刺激前后的功能连接性,证明了大脑连接性介导的认知行为任务表现的改善。
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引用次数: 0
Prenatal cannabis exposure, the brain, and psychopathology during early adolescence 产前接触大麻、大脑和青春期早期的精神病理学
Pub Date : 2024-07-04 DOI: 10.1038/s44220-024-00281-7
David A. A. Baranger, Alex P. Miller, Aaron J. Gorelik, Sarah E. Paul, Alexander S. Hatoum, Emma C. Johnson, Sarah M. C. Colbert, Christopher D. Smyser, Cynthia E. Rogers, Janine D. Bijsterbosch, Arpana Agrawal, Ryan Bogdan
Prenatal cannabis exposure (PCE) is associated with mental health problems in early adolescence, but the possible neurobiological mechanisms remain unknown. In a large longitudinal sample of adolescents (ages 9–12 years, n = 9,322–10,186), we find that PCE is associated with localized differences in gray and white matter of the frontal and parietal cortices, their associated white matter tracts, and striatal resting-state connectivity, even after accounting for potential pregnancy, familial, and child confounds. Variability in forceps minor and pars triangularis diffusion metrics partially longitudinally mediate associations of PCE with attention problems and attention deficit hyperactivity disorder symptoms. PCE-related differences in brain development may confer vulnerability to worse mental health in early adolescence. The authors used data from the ABCD Study to examine the effects of prenatal cannabis exposure on neuroimaging metrics and mental health in adolescents.
产前大麻暴露(PCE)与青春期早期的心理健康问题有关,但可能的神经生物学机制仍然未知。在一个大型青少年纵向样本(9-12 岁,n = 9,322-10,186 人)中,我们发现 PCE 与额叶和顶叶皮层灰质和白质、其相关白质束以及纹状体静息状态连接的局部差异有关,即使考虑了潜在的妊娠、家庭和儿童混杂因素也是如此。小镊子和三角旁扩散指标的变异在一定程度上纵向介导了PCE与注意力问题和注意力缺陷多动障碍症状的关联。与 PCE 相关的大脑发育差异可能会导致青少年早期精神健康状况恶化。作者利用 ABCD 研究的数据研究了产前接触大麻对青少年神经影像指标和心理健康的影响。
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引用次数: 0
Characterizing the phenotypic and genetic structure of psychopathology in UK Biobank 英国生物数据库中精神病理学的表型和遗传结构特征
Pub Date : 2024-07-04 DOI: 10.1038/s44220-024-00272-8
Camille M. Williams, Hugo Peyre, Tobias Wolfram, Younga H. Lee, Jakob Seidlitz, Tian Ge, Jordan W. Smoller, Travis T. Mallard, Franck Ramus
Mental health conditions are characterized by higher-order transdiagnostic factor structures, which may contribute to the high levels of comorbidity observed in psychopathology. However, the phenotypic and genetic structures of various psychopathology diagnoses may differ, raising questions about the validity and utility of these factors. Here we study the phenotypic and genetic factor structures of ten psychiatric conditions using UK Biobank and public genomic data. Although the factor structure of psychopathology was generally genetically and phenotypically consistent, conditions related to externalizing (for example, alcohol use disorder) and compulsivity (for example, eating disorders) exhibited cross-level disparities in their relationships with other conditions, possibly due to environmental influences. Domain-level factors, especially thought disorder and internalizing factors, were more informative than a general psychopathology factor in genome-wide association and polygenic index analyses. Collectively, our findings enhance the understanding of comorbidity and shared etiology, highlight the intricate interplay between genes and environment, and offer guidance for psychiatric research using polygenic indices. In this study using UK Biobank and genomic data, the phenotypic and genetic factor structures across ten psychiatric conditions are analyzed, finding general genetic and phenotypic consistency but greater potential gene and environment disparities in conditions associated with externalizing disorders.
精神健康状况的特点是具有高阶跨诊断因子结构,这可能是导致精神病理学中观察到的高水平合并症的原因。然而,各种精神病理学诊断的表型和遗传结构可能有所不同,这就对这些因子的有效性和实用性提出了质疑。在此,我们利用英国生物库和公共基因组数据研究了十种精神疾病的表型和遗传因素结构。虽然精神病理学的因子结构在遗传和表型上基本一致,但与外化(如酒精使用障碍)和强迫(如饮食失调)相关的病症在与其他病症的关系上表现出跨层次的差异,这可能是受环境影响所致。在全基因组关联分析和多基因指数分析中,领域级因素,尤其是思维障碍和内化因素,比一般精神病理学因素更有参考价值。总之,我们的研究结果加深了人们对合并症和共同病因的理解,强调了基因与环境之间错综复杂的相互作用,并为使用多基因指数进行精神病学研究提供了指导。本研究利用英国生物库和基因组数据,分析了十种精神疾病的表型和遗传因素结构,发现遗传和表型具有普遍一致性,但在与外化障碍相关的疾病中,潜在的基因和环境差异更大。
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引用次数: 0
Predicting risk of postpartum depression using neurophysiological measures 利用神经生理指标预测产后抑郁风险
Pub Date : 2024-07-04 DOI: 10.1038/s44220-024-00288-0
Postpartum depression (PPD) is a major public health concern, yet we lack tools to predict PPD during pregnancy. We found that lower sensorimotor gating, as measured by prepulse inhibition (PPI) of the startle response, can predict risk of PPD in women who were not depressed during their pregnancy.
产后抑郁症(PPD)是一个主要的公共健康问题,但我们缺乏预测孕期产后抑郁症的工具。我们发现,通过惊跳反应的前脉冲抑制(PPI)来测量较低的感觉运动门控,可以预测在怀孕期间没有抑郁的妇女患产后抑郁症的风险。
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引用次数: 0
The role of prepulse inhibition in predicting new-onset postpartum depression 冲动抑制在预测新发产后抑郁症中的作用
Pub Date : 2024-07-01 DOI: 10.1038/s44220-024-00279-1
Allison Eriksson, Richelle D. Björvang, Ebba Ancker, Fotios C. Papadopoulos, Inger Sundström Poromaa, Emma Fransson, Alkistis Skalkidou
Predictive measures for postpartum depression (PPD), which affects around 12% of childbearing women, would enable early, targeted support. Here we explore prepulse inhibition (PPI), a measure of sensorimotor processing, as a biological tool for prediction of women at risk for PPD. Using data from the longitudinal BASIC study in Uppsala, Sweden, we used PPI measures from late pregnancy and reports on depressive symptoms assessed 6 weeks postpartum with the Edinburgh Postnatal Depression Scale to determine the association between pregnancy PPI and PPD. Lower PPI was associated with PPD onset in women who were not depressed during pregnancy. Further studies are encouraged to validate these promising results suggesting PPI as a predictive marker of new-onset PPD. In this study the authors investigate whether prepulse inhibition, measured in late pregnancy, could predict depressive symptom status at 6 weeks postpartum.
产后抑郁症(PPD)影响着约 12% 的育龄妇女,产后抑郁症的预测措施将有助于及早提供有针对性的支持。在此,我们探讨了作为预测产后抑郁症高危妇女的生物学工具的前脉冲抑制(PPI),这是一种感官运动处理测量方法。利用瑞典乌普萨拉市纵向 BASIC 研究的数据,我们使用了孕晚期的 PPI 测量值和产后 6 周使用爱丁堡产后抑郁量表评估的抑郁症状报告,以确定孕期 PPI 与 PPD 之间的关联。在孕期没有抑郁的妇女中,较低的 PPI 与 PPD 的发生有关。我们鼓励进一步的研究来验证这些有希望的结果,这些结果表明 PPI 是新发 PPD 的预测标志物。在这项研究中,作者调查了在妊娠晚期测量的前脉冲抑制是否可以预测产后 6 周的抑郁症状状态。
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引用次数: 0
Prevalence and patterns of methamphetamine use and mental health disparity in the United States 美国使用甲基苯丙胺的流行率和模式以及心理健康差异
Pub Date : 2024-06-26 DOI: 10.1038/s44220-024-00282-6
Diensn G. Xing, Farhan Mohiuddin, Md. Shenuarin Bhuiyan, Md. Ismail Hossain, Zaki Al-Yafeai, Abu Saleh Mosa Faisal, Nicholas E. Goeders, Steven A. Conrad, John A. Vanchiere, James C. Patterson, Christopher G. Kevil, Mohammad Alfrad Nobel Bhuiyan
Methamphetamine is a growing health problem, as is mental health illness. However, no studies have investigated the combinatory effects of both diseases or characterized national trends over a period of time greater than 10 years. We evaluated US trends in mental health disorder-related hospital admissions (MHD-HAs) and compared them with those with concurrent methamphetamine use (MHD-HA-MUs), comparing the demographic characteristics from 2008 to 2020. Our findings reveal a significant increase in MHD-HA-MUs, increasing 10.5-fold, compared with a 1.4-fold increase in MHD-HAs. We also found a 1.53 times higher adjusted prevalence ratio of MHD-HA-MUs compared with MHD-HAs, even when adjusted for confounding factors. MHD-HA-MUs increased significantly among male patients (13-fold), non-Hispanic Black patients (39-fold), those aged 41–64 years (16-fold), and the South (24-fold). Overall, the data suggest that there are synergistic effects with methamphetamine use and mental health disorder, highlighting this patient group’s unique needs, requiring distinct action. Investigating the influence of using methamphetamine on the rate of admissions for mental health disorders, this study finds that concurrent methamphetamine use increased mental health-related hospital admissions 10.5-fold. Increased prevalence was also found for men, non-Hispanic Black people, middle-aged adults, and people living in the South.
与精神疾病一样,甲基苯丙胺也是一个日益严重的健康问题。然而,还没有研究调查过这两种疾病的综合影响,也没有研究描述过 10 年以上的全国趋势。我们评估了美国与精神疾病有关的入院人数(MHD-HA)趋势,并将其与同时吸食甲基苯丙胺的入院人数(MHD-HA-MUs)进行了比较,同时比较了 2008 年至 2020 年的人口特征。我们的研究结果显示,MHD-HA-MUs 大幅增加,增加了 10.5 倍,而 MHD-HAs 只增加了 1.4 倍。我们还发现,经调整后,MHD-HA-MU 的患病率比 MHD-HA 高出 1.53 倍,即使对混杂因素进行调整也是如此。男性患者(13 倍)、非西班牙裔黑人患者(39 倍)、41-64 岁人群(16 倍)和南方人(24 倍)中的 MHD-HA-MUs 显著增加。总体而言,这些数据表明,吸食甲基苯丙胺和精神疾病会产生协同效应,凸显了这一患者群体的独特需求,需要采取不同的行动。本研究调查了吸食甲基苯丙胺对精神疾病入院率的影响,发现同时吸食甲基苯丙胺会使精神疾病相关入院率增加 10.5 倍。研究还发现,男性、非西班牙裔黑人、中年人和居住在南方的人的发病率也有所上升。
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引用次数: 0
Understanding the maternal brain in the context of the mental load of motherhood 从母亲的精神负担角度了解母性大脑
Pub Date : 2024-06-25 DOI: 10.1038/s44220-024-00268-4
Bridget L. Callaghan, Clare McCormack, Pilyoung Kim, Jodi L. Pawluski
The transition to motherhood is a time when nearly all aspects of a female’s existence are modified—from her biological processes to her social role. In recent years we have substantially increased our interest in this developmental period of a woman’s life (matrescence), with a focus on the neurobiology of motherhood and maternal mental health. However, one potential set of factors that is likely driving maternal vulnerability to mental illness is the growing burden of the mental load of motherhood. This mental load is part and parcel of bearing and parenting a young child, but its impact on mothers is undeniable. Here, we review how this mental load may impact the maternal brain and outline how it may be especially pronounced in the modern day, as mothers are dealing with additional pressures such as poverty, single parenthood, lack of institutional policies for parents, and the rise of intensive mothering ideologies. We contextualize the mental load of motherhood within the framework of maternal brain plasticity, and we urge future researchers to consider this framework when studying maternal mental health more broadly. There is an urgent need to approach research with an understanding of what the majority of mothers experience to make advances in supporting a healthy transition to motherhood. This Review discusses the key factors that comprise the mental load of motherhood and the need to provide support for a healthy transition to motherhood.
在向母亲过渡的过程中,女性生存的几乎所有方面都会发生变化--从生理过程到社会角色。近年来,我们对这一女性生命发展时期(孕产期)的关注大幅增加,重点关注母性神经生物学和孕产妇心理健康。然而,有一组潜在的因素很可能会导致孕产妇易患精神疾病,那就是孕产妇的精神负担越来越重。这种精神负担是生儿育女的一部分,但它对母亲的影响却是不可否认的。在此,我们回顾了这种精神负担如何影响母亲的大脑,并概述了这种精神负担在现代社会中如何表现得尤为明显,因为母亲们要面对更多的压力,如贫困、单亲、缺乏针对父母的制度性政策,以及密集型母爱意识形态的兴起。我们将孕产妇的精神负担置于孕产妇大脑可塑性的框架内,并敦促未来的研究人员在更广泛地研究孕产妇心理健康时考虑这一框架。我们迫切需要在研究中了解大多数母亲的经历,以便在支持母亲健康过渡方面取得进展。本综述讨论了构成母亲心理负担的关键因素,以及为母亲健康过渡提供支持的必要性。
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引用次数: 0
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Nature mental health
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