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Resilience to Chronic Stress Is Characterized by Circadian Brain-Liver Coordination 对慢性压力的复原力以昼夜节律脑肝协调为特征
IF 4 Q2 NEUROSCIENCES Pub Date : 2024-08-23 DOI: 10.1016/j.bpsgos.2024.100385
Christina Savva , Ivan Vlassakev , Blynn G. Bunney , William E. Bunney , Lucas Massier , Marcus Seldin , Paolo Sassone-Corsi , Paul Petrus , Shogo Sato

Background

Chronic stress has a profound impact on circadian regulation of physiology. In turn, disruption of circadian rhythms increases the risk of developing both psychiatric and metabolic disorders. To explore the role of chronic stress in modulating the links between neural and metabolic rhythms, we characterized the circadian transcriptional regulation across different brain regions and the liver as well as serum metabolomics in mice exposed to chronic social defeat stress, a validated model for studying depressive-like behaviors.

Methods

Male C57BL/6J mice underwent chronic social defeat stress, and subsequent social interaction screening identified distinct behavioral phenotypes associated with stress resilience and susceptibility. Stressed mice and their control littermates were sacrificed every 4 hours over the circadian cycle for comprehensive analyses of the circadian transcriptome in the hypothalamus, hippocampus, prefrontal cortex, and liver together with assessments of the circadian circulatory metabolome.

Results

Our data demonstrate that stress adaptation was characterized by reprogramming of the brain as well as the hepatic circadian transcriptome. Stress resiliency was associated with an increase in cyclic transcription in the hypothalamus, hippocampus, and liver. Furthermore, cross-tissue analyses revealed that resilient mice had enhanced transcriptional coordination of circadian pathways between the brain and liver. Conversely, susceptibility to social stress resulted in a loss of cross-tissue coordination. Circadian serum metabolomic profiles corroborated the transcriptome data, highlighting that stress-resilient mice gained circadian rhythmicity of circulating metabolites, including bile acids and sphingomyelins.

Conclusions

This study reveals that resilience to stress is characterized by enhanced metabolic rhythms and circadian brain-liver transcriptional coordination.
背景慢性压力对生理的昼夜节律调节有着深远的影响。反过来,昼夜节律紊乱也会增加患精神疾病和代谢紊乱的风险。为了探索慢性应激在调节神经节律和代谢节律之间的联系中的作用,我们对暴露于慢性社交失败应激(一种研究抑郁样行为的有效模型)的小鼠的不同脑区和肝脏的昼夜节律转录调控以及血清代谢组学进行了表征。结果我们的数据表明,应激适应的特点是大脑和肝脏昼夜节律转录组的重编程。应激恢复能力与下丘脑、海马和肝脏中循环转录的增加有关。此外,跨组织分析显示,抗压能力强的小鼠大脑和肝脏之间昼夜节律通路的转录协调性增强。相反,易受社会压力影响的小鼠则丧失了跨组织协调能力。昼夜节律血清代谢组图谱证实了转录组数据,突出表明具有应激复原力的小鼠获得了包括胆汁酸和鞘磷脂在内的循环代谢物的昼夜节律性。
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引用次数: 0
Predicting Prenatal Depression and Assessing Model Bias Using Machine Learning Models 利用机器学习模型预测产前抑郁症并评估模型偏差
IF 4 Q2 NEUROSCIENCES Pub Date : 2024-08-14 DOI: 10.1016/j.bpsgos.2024.100376
Yongchao Huang , Suzanne Alvernaz , Sage J. Kim , Pauline Maki , Yang Dai , Beatriz Peñalver Bernabé

Background

Perinatal depression is one of the most common medical complications during pregnancy and postpartum period, affecting 10% to 20% of pregnant individuals, with higher rates among Black and Latina women who are also less likely to be diagnosed and treated. Machine learning (ML) models based on electronic medical records (EMRs) have effectively predicted postpartum depression in middle-class White women but have rarely included sufficient proportions of racial/ethnic minorities, which has contributed to biases in ML models. Our goal is to determine whether ML models could predict depression in early pregnancy in racial/ethnic minority women by leveraging EMR data.

Methods

We extracted EMRs from a large U.S. urban hospital serving mostly low-income Black and Hispanic women (n = 5875). Depressive symptom severity was assessed using the Patient Health Questionnaire-9 self-report questionnaire. We investigated multiple ML classifiers using Shapley additive explanations for model interpretation and determined prediction bias with 4 metrics: disparate impact, equal opportunity difference, and equalized odds (standard deviations of true positives and false positives).

Results

Although the best-performing ML model's (elastic net) performance was low (area under the receiver operating characteristic curve = 0.61), we identified known perinatal depression risk factors such as unplanned pregnancy and being single and underexplored factors such as self-reported pain, lower prenatal vitamin intake, asthma, carrying a male fetus, and lower platelet levels. Despite the sample comprising mostly low-income minority women (54% Black, 27% Latina), the model performed worse for these communities (area under the receiver operating characteristic curve: 57% Black, 59% Latina women vs. 64% White women).

Conclusions

EMR-based ML models could moderately predict early pregnancy depression but exhibited biased performance against low-income minority women.
背景产后抑郁症是孕期和产后最常见的医疗并发症之一,影响 10%-20%的孕妇,其中黑人和拉丁裔妇女的发病率较高,而她们也较少得到诊断和治疗。基于电子病历(EMR)的机器学习(ML)模型可以有效预测中产阶级白人妇女的产后抑郁症,但很少包含足够比例的少数种族/族裔,这导致了 ML 模型的偏差。我们的目标是通过利用 EMR 数据来确定 ML 模型是否能预测少数种族/族裔妇女的孕早期抑郁症。方法我们从美国一家大型城市医院提取了 EMR,该医院主要服务于低收入的黑人和西班牙裔妇女(n = 5875)。抑郁症状严重程度通过患者健康问卷-9 自我报告问卷进行评估。我们使用沙普利加法解释对多个 ML 分类器进行了研究,并用 4 个指标确定了预测偏差:差异影响、机会均等差异和均等化几率(真阳性和假阳性的标准偏差)。结果虽然表现最好的 ML 模型(弹性网)性能较低(接收者操作特征曲线下面积 = 0.61),但我们发现了已知的围产期抑郁风险因素,如计划外怀孕和单身,以及未被充分探索的因素,如自我报告的疼痛、产前维生素摄入量较低、哮喘、怀有男胎和血小板水平较低。尽管样本中大多数是低收入的少数民族妇女(54% 黑人,27% 拉丁裔),但该模型在这些群体中的表现较差(接收者操作特征曲线下的面积:57% 黑人,59% 拉丁裔):结论基于 EMR 的 ML 模型可适度预测孕早期抑郁症,但对低收入少数民族妇女的预测表现出偏差。
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引用次数: 0
Alcohol Use Disorder–Associated DNA Methylation in the Nucleus Accumbens and Dorsolateral Prefrontal Cortex 与酒精使用障碍相关的凹凸核和背外侧前额叶皮层 DNA 甲基化
IF 4 Q2 NEUROSCIENCES Pub Date : 2024-08-13 DOI: 10.1016/j.bpsgos.2024.100375
Julie D. White , Melyssa S. Minto , Caryn Willis , Bryan C. Quach , Shizhong Han , Ran Tao , Amy Deep-Soboslay , Lea Zillich , Stephanie H. Witt , Rainer Spanagel , Anita C. Hansson , Shaunna L. Clark , Edwin J.C.G. van den Oord , Thomas M. Hyde , R. Dayne Mayfield , Bradley T. Webb , Eric O. Johnson , Joel E. Kleinman , Laura J. Bierut , Dana B. Hancock

Background

Alcohol use disorder (AUD) has a profound public health impact. However, understanding of the molecular mechanisms that underlie the development and progression of AUD remains limited. Here, we investigated AUD-associated DNA methylation changes within and across 2 addiction-relevant brain regions, the nucleus accumbens and dorsolateral prefrontal cortex.

Methods

Illumina HumanMethylation EPIC array data from 119 decedents (61 cases, 58 controls) were analyzed using robust linear regression with adjustment for technical and biological variables. Associations were characterized using integrative analyses of public annotation data and published genetic and epigenetic studies. We also tested for brain region–shared and brain region–specific associations using mixed-effects modeling and assessed implications of these results using public gene expression data from human brain.

Results

At a false discovery rate of ≤.05, we identified 105 unique AUD-associated CpGs (annotated to 120 genes) within and across brain regions. AUD-associated CpGs were enriched in histone marks that tag active promoters, and our strongest signals were specific to a single brain region. Some concordance was found between our results and those of earlier published alcohol use or dependence methylation studies. Of the 120 genes, 23 overlapped with previous genetic associations for substance use behaviors, some of which also overlapped with previous addiction-related methylation studies.

Conclusions

Our findings identify AUD-associated methylation signals and provide evidence of overlap with previous genetic and methylation studies. These signals may constitute predisposing genetic differences or robust methylation changes associated with AUD, although more work is needed to further disentangle the mechanisms that underlie these associations and their implications for AUD.
背景酒精使用障碍(AUD)对公共健康有着深远的影响。然而,人们对 AUD 发生和发展的分子机制的了解仍然有限。在这里,我们研究了成瘾相关的两个脑区(伏隔核和背外侧前额叶皮层)内部和之间与 AUD 相关的 DNA 甲基化变化。方法使用稳健线性回归分析了来自 119 名死者(61 例病例,58 例对照)的 Allumina 人类甲基化 EPIC 阵列数据,并对技术和生物变量进行了调整。通过对公共注释数据以及已发表的遗传学和表观遗传学研究进行综合分析,确定了关联的特征。我们还使用混合效应模型检验了脑区共享和脑区特异性关联,并使用人脑的公共基因表达数据评估了这些结果的意义。结果在错误发现率≤.05的条件下,我们在脑区内部和跨脑区鉴定出了105个独特的AUD相关CpGs(注释到120个基因)。AUD相关的CpGs富集于标记活性启动子的组蛋白标记中,而且最强的信号是单个脑区特有的。我们的研究结果与早期发表的酒精使用或依赖甲基化研究结果有一定的一致性。在这 120 个基因中,有 23 个与以前的药物使用行为遗传相关性研究重叠,其中一些还与以前的成瘾相关甲基化研究重叠。这些信号可能构成与 AUD 相关的易感基因差异或稳健的甲基化变化,尽管还需要做更多的工作来进一步阐明这些关联的机制及其对 AUD 的影响。
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引用次数: 0
Sex Differences in the Development of an Opioid Addiction–Like Phenotype: A Focus on the Telescoping Effect 类阿片成瘾表型发展过程中的性别差异:聚焦伸缩效应
IF 4 Q2 NEUROSCIENCES Pub Date : 2024-08-13 DOI: 10.1016/j.bpsgos.2024.100373
Eleanor Blair Towers , Kyle A. Hsu , Emaan I. Qillawala , Shaniece D. Fraser , Wendy J. Lynch

Background

Women develop addiction and drug-related health consequences after fewer years of drug use than men; this accelerated time course, or telescoping effect, has been observed clinically for multiple drugs, including opioids. Preclinical studies indicate that this is a biologically based phenomenon; however, these studies have focused exclusively on cocaine, and none have considered health effects.

Methods

In this study, we used a rat (Sprague Dawley) model to determine sex differences in the time course for the development of an opioid addiction–like phenotype, as defined by the development of physical dependence (withdrawal-induced weight loss) and an increase in motivation for fentanyl (under a progressive-ratio schedule). Effects were determined following either 10 days (optimized, experiment 1) or 3 days (threshold, experiment 2) of extended-access fentanyl self-administration (24 hours/day, fixed ratio 1, 2- to 5-minute trials/hour) or following short-access fentanyl self-administration (subthreshold, experiment 3; fixed ratio 1, up to 40 infusions/day). Opioid-related adverse health effects were also determined (experiment 4).

Results

Motivation for fentanyl was similarly increased in males and females following 10 days of extended-access self-administration (experiment 1), was transiently increased in females, but not males, following 3 days of extended-access self-administration (experiment 2) and was not increased in either sex following short-access self-administration (experiment 3). Females developed fentanyl-associated adverse health effects more readily than males (experiment 4), with particularly robust differences during extended-access self-administration and withdrawal.

Conclusions

As with findings in humans, female rats developed opioid addiction–like features and adverse health consequences more readily than male rats. These data provide support for a biologically based telescoping effect in females for opioids, particularly for opioid-related adverse health consequences.

背景与男性相比,女性吸食毒品的年数较少,但却会成瘾并产生与毒品相关的健康后果;临床上已经观察到包括阿片类药物在内的多种药物会出现这种加速的时间过程或伸缩效应。在这项研究中,我们使用大鼠(Sprague Dawley)模型来确定阿片类药物成瘾样表型发展时间过程中的性别差异,该表型的定义是生理依赖性的发展(戒断引起的体重减轻)和芬太尼动机的增加(在渐进比率时间表下)。实验结果是在 10 天(优化,实验 1)或 3 天(阈值,实验 2)延长芬太尼自我给药(24 小时/天,固定比率 1,2 到 5 分钟/小时)或短期芬太尼自我给药(阈值以下,实验 3;固定比率 1,最多 40 次/天)后得出的。结果男性和女性在延长自我给药时间 10 天后对芬太尼的渴求度同样增加(实验 1),女性在延长自我给药时间 3 天后对芬太尼的渴求度短暂增加,而男性则没有(实验 2),男性和女性在短时间自我给药后对芬太尼的渴求度都没有增加(实验 3)。结论 与人类的研究结果一样,雌性大鼠比雄性大鼠更容易出现类似阿片类药物成瘾的特征和不良健康后果(实验 4)。这些数据支持雌性大鼠对阿片类药物产生基于生物学的伸缩效应,尤其是与阿片类药物相关的不良健康后果。
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引用次数: 0
Exploring the Embodied Mind: Functional Connectome Fingerprinting of Meditation Expertise 探索具身心灵:冥想专长的功能连接组指纹图谱
IF 4 Q2 NEUROSCIENCES Pub Date : 2024-08-09 DOI: 10.1016/j.bpsgos.2024.100372
Sébastien Czajko , Jelle Zorn , Loïc Daumail , Gael Chetelat , Daniel S. Margulies , Antoine Lutz

Background

Short mindfulness-based interventions have gained traction in research due to their positive impact on well-being, cognition, and clinical symptoms across various settings. However, these short-term trainings are viewed as preliminary steps within a more extensive transformative path, presumably leading to long-lasting trait changes. Despite this, little is still known about the brain correlates of these meditation traits.

Methods

To address this gap, we investigated the neural correlates of meditation expertise in long-term Buddhist practitioners, comparing the large-scale brain functional connectivity of 28 expert meditators with 47 matched novices. Our hypothesis posited that meditation expertise would be associated with specific and enduring patterns of functional connectivity present during both meditative (open monitoring/open presence and loving-kindness and compassion meditations) and nonmeditative resting states, as measured by connectivity gradients.

Results

Applying a support vector classifier to states not included in training, we successfully decoded expertise as a trait, demonstrating its non–state-dependent nature. The signature of expertise was further characterized by an increased integration of large-scale brain networks, including the dorsal and ventral attention, limbic, frontoparietal, and somatomotor networks. The latter correlated with a higher ability to create psychological distance from thoughts and emotions.

Conclusions

Such heightened integration of bodily maps with affective and attentional networks in meditation experts could point toward a signature of the embodied cognition cultivated in these contemplative practices.

背景基于正念的短期干预对各种环境下的幸福感、认知和临床症状产生了积极影响,因此在研究中备受关注。然而,这些短期培训被视为更广泛的转化途径中的初步步骤,可能会导致长期的特质变化。为了填补这一空白,我们研究了长期佛教修行者禅修专长的神经相关性,比较了 28 名禅修专家和 47 名匹配新手的大规模大脑功能连接。我们的假设是,冥想专长将与冥想(开放式监控/开放式存在以及慈爱和慈悲冥想)和非冥想静息状态下存在的特定且持久的功能连接模式相关联,并通过连接梯度进行测量。结果将支持向量分类器应用于未纳入训练的状态,我们成功地将专长解码为一种特质,证明了其不依赖于状态的性质。专业知识的特征进一步表现为大规模大脑网络整合的增强,包括背侧和腹侧注意力网络、边缘网络、额顶网络和躯体运动网络。结论冥想专家身体图谱与情感和注意力网络的高度整合可能是这些沉思练习中培养的具身认知的特征。
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引用次数: 0
Electroencephalographic Microstates During Sleep and Wake in Schizophrenia 精神分裂症患者睡眠和觉醒时的脑电微观状态
IF 4 Q2 NEUROSCIENCES Pub Date : 2024-08-09 DOI: 10.1016/j.bpsgos.2024.100371
Michael Murphy , Chenguang Jiang , Lei A. Wang , Nataliia Kozhemiako , Yining Wang

Background

Aberrant functional connectivity is a hallmark of schizophrenia. The precise nature and mechanism of dysconnectivity in schizophrenia remains unclear, but evidence suggests that dysconnectivity is different in wake versus sleep. Microstate analysis uses electroencephalography (EEG) to investigate large-scale patterns of coordinated brain activity by clustering EEG data into a small set of recurring spatial patterns, or microstates. We hypothesized that this technique would allow us to probe connectivity between brain networks at a fine temporal resolution and uncover previously unknown sleep-specific dysconnectivity.

Methods

We studied microstates during sleep in patients with schizophrenia by analyzing high-density EEG sleep data from 114 patients with schizophrenia and 79 control participants. We used a polarity-insensitive k-means analysis to extract a set of 6 microstate topographies.

Results

These 6 states included 4 widely reported canonical microstates. In patients and control participants, falling asleep was characterized by a shift from microstates A, B, and C to microstates D, E, and F. Microstate F was decreased in patients during wake, and microstate E was decreased in patients during sleep. The complexity of microstate transitions was greater in patients than control participants during wake, but this reversed during sleep.

Conclusions

Our findings reveal behavioral state–dependent patterns of cortical dysconnectivity in schizophrenia. Furthermore, these findings are largely unrelated to previous sleep-related EEG markers of schizophrenia such as decreased sleep spindles. Therefore, these findings are driven by previously undescribed sleep-related pathology in schizophrenia.

背景功能连接异常是精神分裂症的一个特征。精神分裂症患者功能连接障碍的确切性质和机制仍不清楚,但有证据表明,清醒时与睡眠时的功能连接障碍是不同的。微状态分析利用脑电图(EEG)将脑电图数据聚类为一小组重复出现的空间模式或微状态,从而研究大脑活动的大规模协调模式。我们假设这种技术将使我们能够以精细的时间分辨率探查大脑网络之间的连接性,并发现之前未知的睡眠特异性连接障碍。结果这6种状态包括4种广泛报道的典型微状态。在患者和对照组参与者中,入睡的特征是从微状态 A、B 和 C 到微状态 D、E 和 F 的转变。我们的研究结果揭示了精神分裂症患者大脑皮层连接障碍的行为状态依赖模式。此外,这些发现在很大程度上与以往与睡眠相关的精神分裂症脑电图标记(如睡眠棘波减少)无关。因此,这些发现是由以前未曾描述过的精神分裂症与睡眠相关的病理现象所驱动的。
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引用次数: 0
Precision Functional Mapping to Advance Developmental Psychiatry Research 精准功能图谱推进发育精神病学研究
IF 4 Q2 NEUROSCIENCES Pub Date : 2024-08-08 DOI: 10.1016/j.bpsgos.2024.100370
Alyssa K. Labonte BS , M. Catalina Camacho , Julia Moser , Sanju Koirala , Timothy O. Laumann , Scott Marek , Damien Fair , Chad M. Sylvester

Many psychiatric conditions have their roots in early development. Individual differences in prenatal brain function (which is influenced by a combination of genetic risk and the prenatal environment) likely interact with individual differences in postnatal experience, resulting in substantial variation in brain functional organization and development in infancy. Neuroimaging has been a powerful tool for understanding typical and atypical brain function and holds promise for uncovering the neurodevelopmental basis of psychiatric illness; however, its clinical utility has been relatively limited thus far. A substantial challenge in this endeavor is the traditional approach of averaging brain data across groups despite individuals varying in their brain organization, which likely obscures important clinically relevant individual variation. Precision functional mapping (PFM) is a neuroimaging technique that allows the capture of individual-specific and highly reliable functional brain properties. Here, we discuss how PFM, through its focus on individuals, has provided novel insights for understanding brain organization across the life span and its promise in elucidating the neural basis of psychiatric disorders. We first summarize the extant literature on PFM in normative populations, followed by its limited utilization in studying psychiatric conditions in adults. We conclude by discussing the potential for infant PFM in advancing developmental precision psychiatry applications, given that many psychiatric disorders start during early infancy and are associated with changes in individual-specific functional neuroanatomy. By exploring the intersection of PFM, development, and psychiatric research, this article underscores the importance of individualized approaches in unraveling the complexities of brain function and improving clinical outcomes across development.

许多精神疾病都源于早期发育。产前大脑功能的个体差异(受遗传风险和产前环境的共同影响)很可能与产后经历的个体差异相互作用,导致婴儿期大脑功能组织和发育的巨大差异。神经影像学已成为了解典型和非典型大脑功能的有力工具,并有望揭示精神病的神经发育基础;然而,迄今为止,其临床实用性相对有限。这项工作面临的一个重大挑战是,尽管个体的大脑组织结构各不相同,但传统的方法是将各组的大脑数据平均化,这很可能掩盖了与临床相关的重要个体差异。精确功能图谱(PFM)是一种神经成像技术,可捕捉个体特异性和高度可靠的大脑功能特性。在这里,我们将讨论精确功能图谱如何通过对个体的关注,为理解整个生命周期的大脑组织提供新的见解,以及它在阐明精神疾病的神经基础方面的前景。我们首先总结了关于正常人群中 PFM 的现有文献,然后介绍了其在研究成人精神疾病中的有限应用。最后,我们讨论了婴儿 PFM 在推进发育精准精神病学应用方面的潜力,因为许多精神疾病都始于婴儿早期,并与个体特异性功能神经解剖学的变化有关。通过探讨 PFM、发育和精神病学研究的交叉点,本文强调了个体化方法在揭示大脑功能的复杂性和改善整个发育过程的临床结果方面的重要性。
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引用次数: 0
Daily Social Isolation Maps Onto Distinctive Features of Anhedonic Behavior: A Combined Ecological and Computational Investigation 日常社交隔离映射到厌世行为的独特特征:生态学与计算研究的结合
IF 4 Q2 NEUROSCIENCES Pub Date : 2024-07-31 DOI: 10.1016/j.bpsgos.2024.100369
Valeria Gigli , Paola Castellano , Valerio Ghezzi , Yuen-Siang Ang , Martino Schettino , Diego A. Pizzagalli , Cristina Ottaviani

Background

Loneliness and social isolation have detrimental consequences for mental health and act as vulnerability factors for the development of depressive symptoms, such as anhedonia. The mitigation strategies used to contain COVID-19, such as social distancing and lockdowns, allowed us to investigate putative associations between daily objective and perceived social isolation and anhedonic-like behavior.

Methods

Reward-related functioning was objectively assessed using the Probabilistic Reward Task. A total of 114 unselected healthy individuals (71% female) underwent both a laboratory and an ecological momentary assessment. Computational modeling was applied to performance on the Probabilistic Reward Task to disentangle reward sensitivity and learning rate.

Results

Findings revealed that objective, but not subjective, daily social interactions were associated with motivational behavior. Specifically, higher social isolation (less time spent with others) was associated with higher responsivity to rewarding stimuli and a reduced influence of a given reward on successive behavioral choices.

Conclusions

Overall, the current results broaden our knowledge of the potential pathways that link (COVID-19–related) social isolation to altered motivational functioning.

背景孤独和社会隔离会对心理健康产生不利影响,并成为抑郁症状(如失神)发展的易感因素。用于遏制 COVID-19 的缓解策略(如社交疏远和锁定)使我们能够研究日常客观和感知的社交孤立与类似失乐症的行为之间的假定关联。共有 114 名未经挑选的健康人(71% 为女性)接受了实验室和生态瞬间评估。结果发现,客观而非主观的日常社会交往与动机行为有关。结论总之,目前的研究结果拓宽了我们对(与 COVID-19 相关的)社会隔离与动机功能改变之间潜在联系的认识。
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引用次数: 0
The Predictive Value of Plasma Bioactive Lipids on Craving in Human Volunteers With Alcohol Use Disorder 血浆生物活性脂质对酒精使用障碍志愿者渴求的预测价值
IF 4 Q2 NEUROSCIENCES Pub Date : 2024-07-26 DOI: 10.1016/j.bpsgos.2024.100368
Cristina Miliano , Luis A. Natividad , Susan Quello , Mike Stoolmiller , Ann M. Gregus , Matthew W. Buczynski , Barbara J. Mason

Background

Alcohol use disorder (AUD) is a chronic relapsing disorder characterized by alcohol seeking and consumption despite negative consequences. Despite the availability of multiple treatments, patients continue to exhibit high relapse rates. Thus, biomarkers that can identify patients at risk for heightened craving are urgently needed. Mounting preclinical and clinical evidence implicates perturbations in bioactive lipid signaling in the neurobiology of craving in AUD. We hypothesize that these lipids are potential biomarkers for predicting alcohol craving in patients with AUD.

Methods

This study used archival deidentified clinical data and corresponding plasma specimens from 157 participants in 3 clinical studies of AUD. We evaluated plasma levels of 8 lipid species as predictors of craving in response to in vivo alcohol and affective cues during abstinence.

Results

Participants were 109 men and 48 women who met DSM-5 criteria for severe AUD. We found that plasma levels of 12- and 15-HETE, 12/15-lipoxygenase–produced proinflammatory lipids, and palmitoylethanolamide, an anti-inflammatory fatty acid amide hydrolase–regulated lipid metabolite, were differentially correlated with alcohol craving during abstinence, predicting higher craving independent of demographics, alcohol use history, and multiple therapeutic treatments.

Conclusions

Our findings highlight the promise of these lipid metabolites as biomarkers of heightened alcohol craving. The results open a novel opportunity for further research and clinical evaluation of these biomarkers to optimize existing treatments and develop new therapeutics for AUD.

背景酒精使用障碍(AUD)是一种慢性复发性疾病,其特点是不顾不良后果地寻求和饮用酒精。尽管有多种治疗方法,但患者的复发率仍然很高。因此,急需能识别渴求增加风险患者的生物标志物。越来越多的临床前和临床证据表明,生物活性脂质信号的干扰与 AUD 患者渴求的神经生物学有关。我们假设这些脂质是预测 AUD 患者酒精渴求的潜在生物标志物。方法本研究使用了 3 项 AUD 临床研究中 157 名参与者的去身份化临床档案数据和相应的血浆标本。结果参与者中有 109 名男性和 48 名女性,他们都符合 DSM-5 重度 AUD 标准。我们发现,血浆中由 12/15 脂氧合酶产生的促炎脂质 12- 和 15-HETE 以及由脂肪酸酰胺水解酶调控的抗炎脂质代谢物棕榈酰乙醇酰胺的水平与戒酒期间的酒精渴求存在不同程度的相关性,预测出更高的渴求,而与人口统计学、酒精使用史和多种治疗方法无关。这些结果为进一步研究和临床评估这些生物标志物提供了一个新的机会,以优化现有的治疗方法并开发治疗 AUD 的新疗法。
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引用次数: 0
Dynamic Functional Connectivity Correlates of Trait Mindfulness in Early Adolescence 青少年特质正念的动态功能连接相关性
IF 4 Q2 NEUROSCIENCES Pub Date : 2024-07-23 DOI: 10.1016/j.bpsgos.2024.100367
Isaac N. Treves , Hilary A. Marusak , Alexandra Decker , Aaron Kucyi , Nicholas A. Hubbard , Clemens C.C. Bauer , Julia Leonard , Hannah Grotzinger , Melissa A. Giebler , Yesi Camacho Torres , Andrea Imhof , Rachel Romeo , Vince D. Calhoun , John D.E. Gabrieli

Background

Trait mindfulness—the tendency to attend to present-moment experiences without judgment—is negatively correlated with adolescent anxiety and depression. Understanding the neural mechanisms that underlie trait mindfulness may inform the neural basis of psychiatric disorders. However, few studies have identified brain connectivity states that are correlated with trait mindfulness in adolescence, and they have not assessed the reliability of such states.

Methods

To address this gap in knowledge, we rigorously assessed the reliability of brain states across 2 functional magnetic resonance imaging scans from 106 adolescents ages 12 to 15 (50% female). We performed both static and dynamic functional connectivity analyses and evaluated the test-retest reliability of how much time adolescents spent in each state. For the reliable states, we assessed associations with self-reported trait mindfulness.

Results

Higher trait mindfulness correlated with lower anxiety and depression symptoms. Static functional connectivity (intraclass correlation coefficients 0.31–0.53) was unrelated to trait mindfulness. Among the dynamic brains states that we identified, most were unreliable within individuals across scans. However, one state, a hyperconnected state of elevated positive connectivity between networks, showed good reliability (intraclass correlation coefficient = 0.65). We found that the amount of time that adolescents spent in this hyperconnected state positively correlated with trait mindfulness.

Conclusions

By applying dynamic functional connectivity analysis on over 100 resting-state functional magnetic resonance imaging scans, we identified a highly reliable brain state that correlated with trait mindfulness. This brain state may reflect a state of mindfulness, or awareness and arousal more generally, which may be more pronounced in people who are higher in trait mindfulness.

背景特质正念--不加判断地关注当下体验的倾向--与青少年焦虑症和抑郁症呈负相关。了解特质正念的神经机制可以为精神疾病的神经基础提供信息。为了填补这一知识空白,我们对106名12至15岁的青少年(50%为女性)进行了2次功能磁共振成像扫描,严格评估了大脑状态的可靠性。我们进行了静态和动态功能连接分析,并评估了青少年在每种状态下所花费时间的测试-再测试可靠性。对于可靠的状态,我们评估了与自我报告的正念特质之间的关联。结果较高的正念特质与较低的焦虑和抑郁症状相关。静态功能连接(类内相关系数为 0.31-0.53)与正念特质无关。在我们确定的大脑动态状态中,大多数状态在不同扫描的个体中并不可靠。但有一种状态,即网络间正连接性升高的超连接状态,显示出良好的可靠性(类内相关系数 = 0.65)。结论 通过对 100 多次静息态功能磁共振成像扫描进行动态功能连通性分析,我们发现了一种与正念特质相关的高度可靠的大脑状态。这种大脑状态可能反映了一种正念状态,或者更普遍的意识和唤醒状态,这种状态在正念特质较高的人身上可能更加明显。
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引用次数: 0
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Biological psychiatry global open science
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