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The zona incerta regulates burying behavior and normalizes anxiety-like behavior in inescapable stressful male mice by object cue 无虫带通过物体提示调节不可逃避的应激雄性小鼠的埋藏行为和使焦虑样行为正常化
IF 4.3 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-01 DOI: 10.1016/j.ynstr.2024.100704
Yueqin Liu , Lianli Qiu , Jiahui Qian , Qiang Xu , Rongfeng Qi , Yifeng Luo , Zhihong Cao , Zhiqiang Zhang , Wei Wu , Longjiang Zhang , Guangming Lu
Inescapable stressful events often precipitate long-term alterations in emotion-related behaviors and poor sleep quality, with anxiety being a prevalent associated disorder. The defensive burying behavior of rodents is a response to imminent threats that becomes markedly pronounced in response to anxiety. However, the neural foundations of defensive burying behavior and etiology of anxiety remain largely unknown. In this study, we established a model employing object binding to elicit increased burying behavior in mice, thereby enhancing fear resolution and subsequently reducing anxious behaviors. Notably, the mice that associated shock with an object exhibited less object exploration and the zona incerta (ZI) neurons showed higher calcium activity during object exploration as compared to the Shock only mice. Although the calcium activity in ZI neurons of the Object mice was identical to the Shock only mice, the Object mice exhibited more burying behavior. Furthermore, the time spent in the center of the open-field test was directly proportional to the duration of burying behavior. Chemogenetic activation of ZI neurons extended the burying time and concomitantly ameliorated anxiety-like behavior. Importantly, chemogenetic enhancement of projection from ZI neurons to the ventral periaqueductal gray (vPAG), a brain region that plays a critical role in autonomic function, normalizes anxious behavior without influencing burying behavior. Collectively, these findings systematically reveal the functions and underlying mechanisms of the ZI-vPAG circuit in controlling behaviors akin to anxiety, offering significant insights into ZI's role in the pathophysiology of anxiety disorders.
不可避免的压力事件往往会导致情绪相关行为的长期改变和睡眠质量下降,焦虑是一种普遍的相关障碍。啮齿动物的防御性掩埋行为是对迫在眉睫的威胁的一种反应,在焦虑的反应中变得明显。然而,防御性埋藏行为的神经基础和焦虑的病因学在很大程度上仍然未知。在这项研究中,我们建立了一个模型,利用物体绑定来引发小鼠增加的埋藏行为,从而增强恐惧解决,从而减少焦虑行为。值得注意的是,与只有电击的小鼠相比,将电击与物体联系起来的小鼠表现出较少的物体探索,并且在物体探索过程中,无动带(ZI)神经元显示出更高的钙活性。虽然Object小鼠的ZI神经元钙活性与电击小鼠相同,但Object小鼠表现出更多的埋藏行为。此外,在空地试验中心停留的时间与掩埋行为的持续时间成正比。ZI神经元的化学发生激活延长了掩埋时间,并随之改善了焦虑样行为。重要的是,从ZI神经元到腹侧导水管周围灰质(vPAG)(一个在自主神经功能中起关键作用的大脑区域)的投射的化学发生增强使焦虑行为正常化,而不影响掩埋行为。总的来说,这些发现系统地揭示了ZI- vpag回路在控制类似焦虑的行为中的功能和潜在机制,为ZI在焦虑障碍的病理生理学中的作用提供了重要的见解。
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引用次数: 0
Shared genetic risk and causal associations between Post-traumatic stress disorder and migraine with antithrombotic agents and other medications 抗血栓药物和其他药物在创伤后应激障碍和偏头痛之间的共同遗传风险和因果关系。
IF 4.3 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-01 DOI: 10.1016/j.ynstr.2024.100703
Charlotte K. Bainomugisa , The International Headache Genetics Consortium (IHGC), Dagmar Bruenig , Heidi G. Sutherland , Lyn R. Griffiths , Dale R. Nyholt , Divya Mehta
Post-traumatic stress disorder (PTSD) is a psychiatric disorder that frequently co-occurs with pain disorders including migraine. There are proposed biological, genetic and environmental factors associated with both PTSD and migraine suggesting shared etiology. Genome-Wide Association Studies (GWAS) have been used to identify genomic risk loci associated with various disorders and to investigate genetic overlap between traits. There is a significant genetic correlation between PTSD and migraine with no evidence of a causal relationship that could be attributed to pleiotropy. Cross-disorder genetic analyses were applied to investigate the genetic overlap and causal associations using GWAS summary statistics of PTSD (n = 214408), migraine (n = 873341) and 23 medication use traits (n = 78808–305913) including anti-depressants, anti-migraine preparations and beta-blocking agents.
Across the entire genome, anti-thrombotic agents had a significant and negative genetic correlation with PTSD (rG = −0.2, PFDR = 0.032) and a positive genetic correlation with migraine (rG = 0.26, PFDR = 2.23 x 10−8). PTSD showed significant genetic correlation with 11 other medication use traits including beta blocking agents (rG = −0.11, PFDR = 0.034). Of the 2495 genomic regions tested, PTSD showed significant local genetic correlation with 12 medication use traits at 43 loci; while migraine showed significant genetic correlation with only anti-inflammatory agents and anti-rheumatic products at locus 12:57522282–57607142 (DAB1) (P < 2 x 10−5). The genetic liability to PTSD had a causal effect on increased risk of using pain medication such as opioids (βivw = 0.59, P = 5.21 x 10−5) while the genetic liability to migraine had a causal effect on the increased risk of using anti-thrombotic agents (βivw = 0.59, P = 1.69 x 10−7). The genes in the genomic regions shared between PTSD and medication use traits were enriched in neural-related pathways such as neuron development, neurogenesis and protein kinase activity. These results provide further insight into the genetically controlled biological and environmental factors underlying the shared etiology between PTSD and migraine. The identified biomarkers can be used as a basis for investigation as potential drug targets for both disorders. These findings are significant for drug re-purposing and treatment of PTSD and migraine using monotherapy.
创伤后应激障碍(PTSD)是一种精神障碍,经常与偏头痛等疼痛障碍共同发生。目前提出的生物、遗传和环境因素与创伤后应激障碍和偏头痛有关,这表明它们有共同的病因。全基因组关联研究(GWAS)已被用于识别与各种疾病相关的基因组风险位点,并研究性状之间的遗传重叠。创伤后应激障碍和偏头痛之间存在显著的遗传相关性,但没有证据表明其与多效性之间存在因果关系。交叉障碍遗传分析应用GWAS汇总统计研究PTSD (n = 214408)、偏头痛(n = 873341)和23种药物使用特征(n = 78808-305913)(包括抗抑郁药、抗偏头痛制剂和β -阻滞剂)的遗传重叠和因果关系。在整个基因组中,抗血栓药物与PTSD具有显著的负遗传相关性(rG = -0.2, P FDR = 0.032),与偏头痛具有正遗传相关性(rG = 0.26, P FDR = 2.23 × 10-8)。PTSD与包括阻断剂在内的其他11种药物使用特征具有显著的遗传相关性(rG = -0.11, P FDR = 0.034)。在测试的2495个基因组区域中,PTSD与43个位点的12个药物使用特征显示出显著的局部遗传相关性;而偏头痛仅与抗炎药和抗风湿药物在基因座12:57522282-57607142 (DAB1) (P -5)有显著的遗传相关性。PTSD遗传倾向与阿片类药物使用风险增加有因果关系(β ivw = 0.59, P = 5.21 x 10-5),偏头痛遗传倾向与抗血栓药物使用风险增加有因果关系(β ivw = 0.59, P = 1.69 x 10-7)。在创伤后应激障碍和药物使用特征之间共享的基因组区域中,基因在神经元发育、神经发生和蛋白激酶活性等神经相关途径中富集。这些结果为PTSD和偏头痛之间共同病因的遗传控制的生物和环境因素提供了进一步的见解。鉴定的生物标志物可作为研究这两种疾病的潜在药物靶点的基础。这些发现对药物再利用和使用单一疗法治疗PTSD和偏头痛具有重要意义。
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引用次数: 0
Social context modulates active avoidance: Contributions of the anterior cingulate cortex in male and female rats 社会环境调节主动回避:雄性和雌性大鼠前扣带皮层的贡献。
IF 4.3 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-01 DOI: 10.1016/j.ynstr.2024.100702
Shannon Ruble, Karissa Payne, Cassandra Kramer, Lexe West, Halle Ness, Greg Erickson, Alyssa Scott, Maria M. Diehl
Actively avoiding danger is necessary for survival. Most research on active avoidance has focused on the behavioral and neurobiological processes when individuals learn to avoid alone, within a solitary context. Therefore, little is known about how social context affects active avoidance. Using a modified version of the platform-mediated avoidance task in rats, we investigated whether the presence of a social partner attenuates conditioned freezing and enhances avoidance compared to avoidance in a solitary context. Rats spent a similar amount of time avoiding during either context; however, rats trained in the social context exhibited greater freezing as well as lower rates of darting and food seeking compared to rats trained in the solitary context. In addition, we observed higher levels of avoidance in females compared to males in the solitary context, but this sex difference was not present in rats trained in the social context. To gain greater mechanistic insight, we optogenetically inactivated glutamatergic projection neurons in the anterior cingulate cortex (ACC) following avoidance training in either context. After avoidance was learned in a social context, photoinactivation of ACC reduced expression of avoidance during a test when the social partner was absent, but not when the partner was present. Our findings suggest a novel contribution of the ACC in avoidance that is learned with a social partner, which has translational implications for understanding ACC dysfunction in those suffering from trauma-related disorders.
积极躲避危险是生存的必要条件。大多数关于主动回避的研究都集中在行为和神经生物学过程上,当个体在一个单独的环境中学会独自回避时。因此,人们对社会环境如何影响主动回避知之甚少。使用平台介导的大鼠回避任务的改进版本,我们研究了与单独情境下的回避相比,社会伴侣的存在是否会减弱条件冻结并增强回避。在两种情况下,大鼠都花了相似的时间来躲避;然而,与在单独环境中训练的老鼠相比,在社会环境中训练的老鼠表现出更大的冻结,以及更低的飞奔和寻找食物的比率。此外,我们观察到,在独处环境中,雌性老鼠的回避程度比雄性老鼠高,但在社交环境中,这种性别差异并不存在。为了获得更深入的机制,我们在两种情况下的回避训练后,通过光遗传学灭活了前扣带皮层(ACC)中的谷氨酸能投射神经元。在社交环境中学会回避后,当社交伴侣不在场时,ACC的光失活会减少回避的表达,但当社交伴侣在场时则不会。我们的研究结果表明,前扣带皮层在逃避行为中的新贡献是与社会伙伴一起学习的,这对理解创伤相关疾病患者的前扣带皮层功能障碍具有转化意义。
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引用次数: 0
Corticosterone-induced postpartum depression induces depression-like behavior and impairs hippocampal neurogenesis in adolescent offspring via HPA axis and BDNF-mTOR pathway 皮质酮诱导的产后抑郁通过HPA轴和BDNF-mTOR通路诱导抑郁样行为,损害青春期子代海马神经发生。
IF 4.3 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-01 DOI: 10.1016/j.ynstr.2025.100708
Hongxiao Xie , Yanning Jiang , Xiumeng Zhang , Xinran Min , Jiuseng Zeng , Li Chen , Nan Zeng , Rong Liu
Postpartum depression (PPD) adversely affects the growth and development of the offspring, increasing the risk of various internalizing behaviorsduring adolescence. Studies have shown that corticosterone (CORT)-induced PPD affects neurogenesis in the offspring, which is closely related to the onset of depression. However, the underlying mechanisms of these changes in the offspring of PPD mothers remain unexplored. In this study, we demonstrated postpartum mice treated with high CORT experienced activation of the hypothalamic-pituitary-adrenal (HPA) axis, which induced depressive-like behavior and impaired maternal caring behavior. Furthermore, adolescent offspring of PPD mice exhibited depression-like behavior, and learning and memory deficits. These offspring also showed diminished levels of DCX+, decreased levels of synaptic proteins, and reduced dendritic spine density and length in hippocampus. Additionally, we detected increased serum stressed hormones and decreased hippocampal glucocorticoid receptor (GR) protein level in the offspring. We also found the offspring exhibited reduced expression of brain-derived neurotrophic factor (BDNF) and the phosphorylation tyrosine kinase receptor B (TrkB), protein kinase B (AKT), and mammalian target of rapamycin (mTOR) proteins in hippocampus. These results indicated that the behavioral deficits and neuronal damage observed in the offspring of PPD mice may be related to HPA axis dysfunction and inhibition of the BDNF-mTOR pathway. In conclusion, our findings confirm that CORT induces depression-like behavior and impairs maternal caring behavior in maternal mice, which in turn affects their offspring's emotion and cognitive behavior. This impact is characterized by the activation of the HPA axis and inhibition of the BDNF-mTOR pathway.
产后抑郁症(PPD)对后代的生长发育产生不利影响,增加了青春期各种内化行为的风险。研究表明,皮质酮(CORT)诱导的PPD影响后代的神经发生,这与抑郁症的发病密切相关。然而,PPD母亲的后代中这些变化的潜在机制仍未被探索。在这项研究中,我们证明了高CORT处理的产后小鼠下丘脑-垂体-肾上腺(HPA)轴被激活,从而导致抑郁样行为和母性关怀行为受损。此外,PPD小鼠的青春期后代表现出类似抑郁的行为,以及学习和记忆缺陷。这些后代也表现出DCX+水平降低,突触蛋白水平降低,海马树突棘密度和长度减少。此外,我们检测到后代血清应激激素升高,海马糖皮质激素受体(GR)蛋白水平降低。我们还发现后代海马中脑源性神经营养因子(BDNF)、磷酸化酪氨酸激酶受体B (TrkB)、蛋白激酶B (AKT)和哺乳动物雷帕霉素靶蛋白(mTOR)的表达减少。这些结果表明,PPD小鼠后代的行为缺陷和神经元损伤可能与HPA轴功能障碍和BDNF-mTOR通路的抑制有关。综上所述,我们的研究结果证实了CORT诱导母鼠抑郁样行为并损害母鼠关爱行为,进而影响其后代的情绪和认知行为。这种影响的特征是HPA轴的激活和BDNF-mTOR通路的抑制。
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引用次数: 0
Mothering matters: Towards a better understanding of disrupted infant-caregiver relationships in both mother and offspring 母性问题:更好地理解母亲和子女之间被破坏的婴儿照顾者关系。
IF 4.3 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-01 DOI: 10.1016/j.ynstr.2024.100701
Millie Rincón-Cortés
The mother-infant bond is among the strongest social relationships formed in humans and nonhuman mammals. As such, disrupted infant-caregiver relationships have the capacity to result in potent adverse effects not only in the offspring, but also in the mother. Here, I provide a brief overview of my prior work showing adversity-induced alterations in offspring and maternal behavioral and brain function. I also share my vision for future directions for developmental and maternal neurobiology research in the context of stress and/or adversity exposure.
母子关系是人类和非人类哺乳动物中形成的最牢固的社会关系之一。因此,被破坏的婴儿-照顾者关系不仅会对后代产生严重的不利影响,也会对母亲产生不利影响。在这里,我简要概述了我之前的工作,展示了逆境诱导的后代和母亲行为和大脑功能的改变。我还分享了我对未来在压力和/或逆境暴露背景下发育和母亲神经生物学研究方向的看法。
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引用次数: 0
Stress reactivity moderates the association between early experiences of unpredictability and emotional problems in adolescents 应激反应缓和了青少年早期不可预测性经历与情绪问题之间的联系。
IF 4.3 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-01 DOI: 10.1016/j.ynstr.2024.100706
J.L. Buthmann , C. Antonacci , J.P. Uy , L.R. Borchers , J.G. Miller , I.H. Gotlib
Researchers have documented that exposure to different kinds of psychosocial stressors can lead to emotional difficulties and, further, that heightened reactivity to stress can moderate these associations. Recently, investigators have distinguished among threat, deprivation, and unpredictability as different dimensions of early life stress (ELS). It is not clear, however, whether reactivity in specific stress response systems functions as a diathesis to lead to emotional difficulties following exposure to these dimensions of ELS. In this study (N = 154) we examined whether stress reactivity, assessed across different psychobiological systems during the Trier Social Stress Test, is a unitary or multidimensional construct, and if reactivity differentially moderates the associations between ELS dimensions and adolescents’ susceptibility to emotional and behavioral problems two years later. A factor analysis conducted on stress reactivity measures yielded two factors: one composed of reactivity in heart rate, heart rate variability, and cortisol, and one composed of reactivity in skin conductance and self-reported mood. These two factors independently moderated the associations between early unpredictability and subsequent emotional problems. For each factor, the combination of higher unpredictability and higher stress reactivity predicted higher emotional problems; stress reactivity factors were not significant moderators of the effects of threat and deprivation. Our findings suggest that increased stress reactivity, assessed across several domains of functioning, functions as a diathesis that interacts with ELS characterized by unpredictability to predict subsequent mental health difficulties in adolescents and, further, that low stress reactivity buffers against mental health difficulties in adolescents who have experienced unpredictability early in life.
研究人员已经证明,暴露于不同类型的社会心理压力源会导致情绪困难,而且,对压力的高度反应可以缓和这些关联。最近,研究者区分了威胁、剥夺和不可预测性作为早期生活压力(ELS)的不同维度。然而,目前尚不清楚,特定应激反应系统中的反应性是否作为一种素质,在暴露于ELS的这些维度后导致情绪困难。在这项研究中(N = 154),我们考察了在Trier社会压力测试中通过不同的心理生物学系统评估的压力反应性是一个单一的还是多维的结构,以及反应性是否在两年后不同程度地调节ELS维度与青少年对情绪和行为问题的易感性之间的关联。对压力反应性测量进行的因素分析得出了两个因素:一个由心率、心率变异性和皮质醇的反应性组成,另一个由皮肤电导和自我报告情绪的反应性组成。这两个因素独立地调节了早期不可预测性和随后的情绪问题之间的联系。对于每个因素,较高的不可预测性和较高的压力反应性的组合预示着较高的情绪问题;应激反应因素对威胁和剥夺的影响无显著调节作用。我们的研究结果表明,在多个功能领域中,压力反应性的增加作为一种素质,与以不可预测性为特征的ELS相互作用,以预测青少年随后的心理健康困难,此外,低压力反应性缓冲了在生命早期经历不可预测性的青少年的心理健康困难。
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引用次数: 0
Retrotransposons and the brain: Exploring a complex relationship between mobile elements, stress, and neurological health 反转录转座子与大脑:探索移动元件、压力和神经系统健康之间的复杂关系
IF 4.3 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-01 DOI: 10.1016/j.ynstr.2025.100709
Amelia Cuarenta
Environmental experiences during early life, including stress, can significantly impact brain development and behavior. Early life stress (ELS) is linked to an increased risk for various psychiatric disorders including anxiety, depression, and substance use disorders. Epigenetic mechanisms have increasingly been of interest to understand how environmental factors contribute to reprogramming the brain and alter risk and resilience to developing psychiatric disorders. However, we know very little about mobile elements or the regulation of mobile elements and their contribution to psychiatric disorders. Recently, advances in genomics have contributed to our understanding of mobile elements, including the retrotransposon LINE-1 (L1) and their potential role in mediating environmental experiences. Yet we still do not understand how these elements may contribute to psychiatric disorders. Future research leveraging cutting-edge technologies will deepen our understanding of these mobile elements. By elucidating their role in development and how stress may impact them, we may unlock new avenues for therapeutic and diagnostic innovations.
早期生活中的环境经历,包括压力,会对大脑发育和行为产生重大影响。早期生活压力(ELS)与各种精神疾病的风险增加有关,包括焦虑、抑郁和物质使用障碍。表观遗传机制越来越引起人们的兴趣,以了解环境因素如何促进大脑的重新编程,并改变发展精神疾病的风险和恢复能力。然而,我们对移动元素或移动元素的调节及其对精神疾病的贡献知之甚少。最近,基因组学的进展有助于我们了解包括逆转录转座子LINE-1 (L1)在内的可移动元件及其在介导环境体验中的潜在作用。然而,我们仍然不明白这些因素是如何导致精神疾病的。利用尖端技术的未来研究将加深我们对这些移动元素的理解。通过阐明它们在发展中的作用以及压力如何影响它们,我们可能会为治疗和诊断创新开辟新的途径。
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引用次数: 0
Integrative approaches to studying sleep, stress, and related disorders 研究睡眠、压力和相关疾病的综合方法
IF 4.3 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-01 DOI: 10.1016/j.ynstr.2024.100700
Thomas C. Neylan, Gina R. Poe, Victoria B. Risbrough
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引用次数: 0
Brain receptor dynamics in early and adult life stress: Gateways to maladaptive coping strategies 早期和成年生活压力中的脑受体动态:适应不良应对策略的途径。
IF 4.3 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-01 DOI: 10.1016/j.ynstr.2025.100707
Sora Shin
Stress plays a significant role in the onset of numerous psychiatric disorders. Depending on individual resilience or stressor's nature, long-term changes to stress in the brain can lead to a wide range of behavioral symptoms, including social withdrawal, feelings of helplessness, and emotional overeating. The brain receptor molecules are key mediators of these processes, translating neuromodulatory signals into neuronal responses or circuit activity changes that ultimately shape behavioral outcomes. Here, I highlight several of my previous studies that reveal the pivotal role of receptor molecules in critical brain regions such as the nucleus accumbens, lateral hypothalamus, and lateral septum. I identified how mGluR5 signaling in the nucleus accumbens promotes stress resilience through pathways involving ΔFosB and SRF, while leptin receptor or glucocorticoid receptor signaling within lateral hypothalamic circuits contributes to stress eating. Additionally, I uncovered the role of dopamine receptor 3 signaling in the lateral septum in mediating the impact of early life stress on social behaviors. These findings underscore the functional relevance of brain receptor molecules in transducing stress—from early life through adulthood—into maladaptive coping behaviors. As druggable targets, these receptor-mediated pathways provide a critical foundation for developing targeted interventions to alleviate stress-related psychiatric symptoms.
压力在许多精神疾病的发病中起着重要作用。根据个人的适应能力或压力源的性质,大脑中压力的长期变化会导致各种各样的行为症状,包括社交退缩、无助感和情绪性暴饮暴食。脑受体分子是这些过程的关键介质,将神经调节信号转化为神经元反应或电路活动变化,最终形成行为结果。在这里,我重点介绍了我之前的几项研究,这些研究揭示了受体分子在大脑关键区域(如伏隔核、外侧下丘脑和外侧隔膜)中的关键作用。我确定了伏隔核中的mGluR5信号传导如何通过ΔFosB和SRF通路促进应激恢复,而下丘脑外侧回路中的瘦素受体或糖皮质激素受体信号传导有助于应激进食。此外,我还发现了侧隔膜中多巴胺受体3信号在调节早期生活压力对社会行为的影响中的作用。这些发现强调了大脑受体分子在从早期生活到成年期的应激转导到适应不良应对行为中的功能相关性。作为药物靶点,这些受体介导的途径为开发有针对性的干预措施以减轻压力相关的精神症状提供了重要的基础。
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引用次数: 0
Neuroanatomical prediction of individual anxiety problems level using machine learning models: A population-based cohort study of young adults 使用机器学习模型的个体焦虑问题水平的神经解剖学预测:一项基于人群的年轻人队列研究。
IF 4.3 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-01-01 DOI: 10.1016/j.ynstr.2024.100705
Hui Xu , Jing Xu , Dandong Li
Anxiety, a mental state in healthy individuals, is characterized by apprehension of potential future threats. Though the neurobiological basis of anxiety has been investigated widely in the clinical populations, the underly mechanism of neuroanatomical correlates with anxiety level in healthy young adults is still unclear. In this study, 1080 young adults were enrolled from the Human Connectome Project Young Adult dataset, and machine learning-based elastic net regression models with cross validation, together with linear mix effects (LME) models were adopted to investigate whether the neuroanatomical profiles of structural magnetic resonance imaging indicators associated with anxiety level in healthy young adults. We found multi-region neuroanatomical profiles predicted anxiety problems level and it was still robust in an out-of-sample. The neuroanatomical profiles had widespread brain nodes, including the dorsal lateral prefrontal cortex, supramarginal gyrus, and entorhinal cortex, which implicated in the default mode network and frontoparietal network. This finding was further supported by LME models, which showed significant univariate associations between brain nodes with anxiety. In sum, it's a large sample size study with multivariate analysis methodology to provide evidence that individual anxiety problems level can be predicted by machine learning-based models in healthy young adults. The neuroanatomical signature including hub nodes involved theoretically relevant brain networks robustly predicts anxiety, which could aid the assessment of potential high-risk of anxiety individuals.
焦虑是健康人的一种精神状态,其特征是对未来潜在威胁的忧虑。尽管焦虑的神经生物学基础已经在临床人群中得到了广泛的研究,但健康年轻人焦虑水平与神经解剖学相关的潜在机制仍不清楚。在这项研究中,从人类连接组计划的年轻人数据集中招募了1080名年轻人,并采用基于交叉验证的机器学习弹性网络回归模型和线性混合效应(LME)模型来研究结构磁共振成像指标的神经解剖学特征是否与健康年轻人的焦虑水平相关。我们发现多区域神经解剖图谱预测焦虑问题水平,并且在样本外仍然是稳健的。神经解剖学特征显示广泛的脑淋巴结,包括背外侧前额叶皮层、边缘上回和内嗅皮层,这些淋巴结涉及默认模式网络和额顶叶网络。这一发现进一步得到了LME模型的支持,该模型显示脑节点与焦虑之间存在显著的单变量关联。总之,这是一项大样本研究,采用多变量分析方法,为健康年轻人的个体焦虑问题水平可以通过基于机器学习的模型预测提供证据。包括枢纽节点在内的神经解剖学特征涉及理论相关的脑网络,可以有效预测焦虑,有助于评估焦虑个体的潜在高危性。
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引用次数: 0
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Neurobiology of Stress
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