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Neuroimaging brain growth charts: A road to mental health. 神经成像大脑成长图:心理健康之路
Pub Date : 2021-12-30 eCollection Date: 2021-12-01 DOI: 10.1093/psyrad/kkab022
Li-Zhen Chen, Avram J Holmes, Xi-Nian Zuo, Qi Dong

Mental disorders are common health concerns and contribute to a heavy global burden on our modern society. It is challenging to identify and treat them timely. Neuroimaging evidence suggests the incidence of various psychiatric and behavioral disorders is closely related to the atypical development of brain structure and function. The identification and understanding of atypical brain development provide chances for clinicians to detect mental disorders earlier, perhaps even prior to onset, and treat them more precisely. An invaluable and necessary method in identifying and monitoring atypical brain development are growth charts of typically developing individuals in the population. The brain growth charts can offer a series of standard references on typical neurodevelopment, representing an important resource for the scientific and medical communities. In the present paper, we review the relationship between mental disorders and atypical brain development from a perspective of normative brain development by surveying the recent progress in the development of brain growth charts, including four aspects on growth chart utility: 1) cohorts, 2) measures, 3) mechanisms, and 4) clinical translations. In doing so, we seek to clarify the challenges and opportunities in charting brain growth, and to promote the application of brain growth charts in clinical practice.

精神障碍是常见的健康问题,给现代社会造成了沉重的全球性负担。及时发现和治疗这些疾病是一项挑战。神经影像学证据表明,各种精神和行为障碍的发病率与大脑结构和功能的非典型发育密切相关。对非典型大脑发育的识别和了解,为临床医生更早地发现精神障碍,甚至在发病前发现精神障碍并进行更精确的治疗提供了机会。识别和监测非典型脑发育的一个宝贵而必要的方法是绘制人群中典型发育个体的生长图表。脑发育图可以提供一系列关于典型神经发育的标准参考资料,是科学界和医学界的重要资源。在本文中,我们从正常脑发育的角度出发,通过调查脑发育图的最新进展,回顾了精神障碍与非典型脑发育之间的关系,包括发育图实用性的四个方面:1)队列;2)测量;3)机制;4)临床转化。在此过程中,我们试图阐明脑发育图表所面临的挑战和机遇,并促进脑发育图表在临床实践中的应用。
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引用次数: 0
Distinct neuroanatomic subtypes in antipsychotic-treated patients with schizophrenia classified by the predefined classification in a never-treated sample. 抗精神病药物治疗过的精神分裂症患者的不同神经解剖亚型,在从未治疗过的样本中按预定分类法进行分类。
Pub Date : 2021-12-23 eCollection Date: 2021-12-01 DOI: 10.1093/psyrad/kkab018
Qiannan Zhao, Jiao Li, Yuan Xiao, Hengyi Cao, Xiao Wang, Wenjing Zhang, Siyi Li, Wei Liao, Qiyong Gong, Su Lui

Background: Distinct neuroanatomic subtypes have been identified in never-treated patients with schizophrenia based on cerebral structural abnormalities, but whether antipsychotic-treated patients would be stratified under the guidance of such previously formed classification remains unclear.

Objective: The present study aimed to investigate alterations of brain structures in antipsychotic-treated patients with schizophrenia based on a predefined morphological classification and their relationships with cognitive performance.

Methods: Cortical thickness, surface area, and subcortical volume were extracted from 147 antipsychotic-treated patients with schizophrenia using structural magnetic resonance imaging for classification. The Brief Assessment of Cognition in Schizophrenia (BACS) and Positive and Negative Syndrome Scale (PANSS) were used to assess cognition and symptoms.

Results: Antipsychotic-treated patients were categorized into three subtypes with distinct patterns of brain morphological alterations. Subtypes 1 and 2 were characterized by widespread deficits in cortical thickness but relatively limited deficits in surface area. In contrast, subtype 3 demonstrated cortical thickening mainly in parietal-occipital regions and widespread deficits in surface area. All three subgroups demonstrated cognitive deficits compared with healthy controls. Significant associations between neuroanatomic and cognitive abnormalities were only observed in subtype 1, where cortical thinning in the left lingual gyrus was conversely related to symbol coding performance.

Conclusions: Similar to drug-naïve patients, neuroanatomic heterogeneity exists in antipsychotic-treated patients, with disparate associations with cognition. These findings promote our understanding of relationships between neuroanatomic abnormalities and cognitive performance in the context of heterogeneity. Moreover, these results suggest that neurobiological heterogeneity needs to be considered in cognitive research in schizophrenia.

背景:在从未接受过治疗的精神分裂症患者中,已经根据脑结构异常确定了不同的神经解剖亚型,但抗精神病药物治疗的患者是否会在这种先前形成的分类指导下进行分层仍不清楚:本研究旨在根据预先确定的形态学分类,调查抗精神病药物治疗的精神分裂症患者大脑结构的改变及其与认知能力的关系:方法:使用结构磁共振成像技术提取了147名接受过抗精神病药物治疗的精神分裂症患者的皮质厚度、表面积和皮质下体积,并进行了分类。使用精神分裂症认知简评(BACS)和阳性与阴性综合征量表(PANSS)评估认知和症状:抗精神病药物治疗的患者被分为三个亚型,其大脑形态改变的模式各不相同。亚型 1 和亚型 2 的特点是皮质厚度普遍缺损,但表面积缺损相对有限。与此相反,亚型 3 主要表现为顶叶-枕叶区皮质增厚,表面积普遍缺损。与健康对照组相比,所有三个亚型均表现出认知障碍。只有在亚型1中观察到了神经解剖和认知异常之间的显著关联,其中左侧舌回的皮质变薄与符号编码表现相反:与未接受药物治疗的患者类似,接受抗精神病药物治疗的患者也存在神经解剖异质性,而且与认知能力的关系也不尽相同。这些发现促进了我们对异质性背景下神经解剖异常与认知能力之间关系的理解。此外,这些结果还表明,在精神分裂症的认知研究中需要考虑神经生物学的异质性。
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引用次数: 0
Neuropsychiatric symptoms associated with the COVID-19 and its potential nervous system infection mechanism: the role of imaging in the study. 与 COVID-19 相关的神经精神症状及其潜在的神经系统感染机制:成像在研究中的作用。
Pub Date : 2021-12-22 eCollection Date: 2021-12-01 DOI: 10.1093/psyrad/kkab019
Yanyao Du, Wei Zhao, Lei Du, Jun Liu

The epidemic of coronavirus disease 2019 (COVID-19) has broken the normal spread mode of respiratory viruses, namely, mainly spread in winter, resulting in over 230 million confirmed cases of COVID-19. Many studies have shown that severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) can affect the nervous system by varying degrees. In this review, we look at the acute neuropsychiatric impacts of COVID-19 patients, including acute ischemic stroke, encephalitis, acute necrotizing encephalopathy, dysosmia, and epilepsy, as well as the long-term neuropsychiatric sequelae of COVID-19 survivors: mental disorder and neurodegenerative diseases. In particular, this review discusses long-term changes in brain structure and function associated with COVID-19 infection. We believe that the traditional imaging sequences are important in the acute phase, while the nontraditional imaging sequences are more meaningful for the detection of long-term neuropsychiatric sequelae. These long-term follow-up changes in structure and function may also help us understand the causes of neuropsychiatric symptoms in COVID-19 survivors. Finally, we review previous studies and discuss some potential mechanisms of SARS-CoV-2 infection in the nervous system. Continuous focus on neuropsychiatric sequelae and a comprehensive understanding of the long-term impacts of the virus to the nervous system is significant for formulating effective sequelae prevention and management strategies, and may provide important clues for nervous system damage in future public health crises.

2019 年冠状病毒病(COVID-19)的流行打破了呼吸道病毒的正常传播模式,即主要在冬季传播,导致 COVID-19 确诊病例超过 2.3 亿例。许多研究表明,严重急性呼吸系统综合征冠状病毒-2(SARS-CoV-2)会对神经系统造成不同程度的影响。在本综述中,我们将探讨 COVID-19 患者的急性神经精神影响,包括急性缺血性中风、脑炎、急性坏死性脑病、运动障碍和癫痫,以及 COVID-19 存活者的长期神经精神后遗症:精神障碍和神经退行性疾病。本综述特别讨论了与 COVID-19 感染相关的大脑结构和功能的长期变化。我们认为,传统的成像序列在急性期非常重要,而非传统的成像序列对于检测长期神经精神后遗症更有意义。这些长期随访的结构和功能变化也有助于我们了解 COVID-19 存活者出现神经精神症状的原因。最后,我们回顾了之前的研究,并讨论了 SARS-CoV-2 感染神经系统的一些潜在机制。持续关注神经精神后遗症,全面了解病毒对神经系统的长期影响,对于制定有效的后遗症预防和管理策略意义重大,并可能为未来公共卫生危机中的神经系统损伤提供重要线索。
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引用次数: 0
Cortical thickness abnormalities in patients with first episode psychosis: a meta-analysis of psychoradiologic studies and replication in an independent sample. 初发精神病患者皮质厚度异常:精神放射学研究荟萃分析及独立样本复制。
Pub Date : 2021-12-15 eCollection Date: 2021-12-01 DOI: 10.1093/psyrad/kkab015
Keren Wen, Youjin Zhao, Qiyong Gong, Ziyu Zhu, Qian Li, Nanfang Pan, Shiqin Fu, Joaquim Radua, Eduard Vieta, Poornima Kumar, Graham J Kemp, Bharat B Biswal

Background: Abnormalities of cortical thickness (CTh) in patients with their first episode psychosis (FEP) have been frequently reported, but findings are inconsistent.

Objective: To define the most consistent CTh changes in patients with FEP by meta-analysis of published whole-brain studies.

Methods: The meta-analysis used seed-based d mapping (SDM) software to obtain the most prominent regional CTh changes in FEP, and meta-regression analyses to explore the effects of demographics and clinical characteristics. The meta-analysis results were verified in an independent sample of 142 FEP patients and 142 age- and sex-matched healthy controls (HCs), using both a vertex-wise and a region of interest analysis, with multiple comparisons correction.

Results: The meta-analysis identified lower CTh in the right middle temporal cortex (MTC) extending to superior temporal cortex (STC), insula, and anterior cingulate cortex (ACC) in FEP compared with HCs. No significant correlations were identified between CTh alterations and demographic or clinical variables. These results were replicated in the independent dataset analysis.

Conclusion: This study identifies a robust pattern of cortical abnormalities in FEP and extends understanding of gray matter abnormalities and pathological mechanisms in FEP.

背景:首次发作精神病(FEP)患者皮层厚度(CTh)异常的报道屡见不鲜,但研究结果并不一致:通过对已发表的全脑研究进行荟萃分析,确定 FEP 患者最一致的 CTh 变化:荟萃分析使用基于种子的D映射(SDM)软件来获取FEP最显著的区域CTh变化,并使用荟萃回归分析来探讨人口统计学和临床特征的影响。荟萃分析结果在142名FEP患者和142名年龄与性别匹配的健康对照组(HCs)的独立样本中进行了验证,采用了顶点分析和感兴趣区分析,并进行了多重比较校正:荟萃分析发现,与健康对照组相比,FEP患者右侧中颞皮层(MTC)延伸至上部颞皮层(STC)、岛叶和前扣带回皮层(ACC)的CTh较低。CTh 改变与人口统计学或临床变量之间没有发现明显的相关性。这些结果在独立数据集分析中得到了验证:这项研究确定了 FEP 大脑皮层异常的强大模式,并扩展了对 FEP 灰质异常和病理机制的认识。
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引用次数: 0
New avenues for functional neuroimaging: ultra-high field MRI and OPM-MEG. 功能神经成像的新途径:超高场磁共振成像和 OPM-MEG。
Pub Date : 2021-12-09 eCollection Date: 2021-12-01 DOI: 10.1093/psyrad/kkab014
Lang Qin, Jia-Hong Gao

Functional brain imaging technology has developed rapidly in recent years. On the one hand, high-field 7-Tesla magnetic resonance imaging (MRI) has excelled the limited spatial resolution of 3-Tesla MRI, allowing us to enter a new world of mesoscopic imaging from the macroscopic imaging of human brain functions. On the other hand, novel optical pumping magnetometer-magnetoencephalography (OPM-MEG) has broken down the technical barriers of traditional superconducting MEG, which brings imaging of neuronal electromagnetic signals from cortical imaging to whole-brain imaging. This article aims to present a brief introduction regarding the development of conventional MRI and MEG technology, and, more importantly, to delineate that high-field MRI and OPM-MEG complement each other and together will lead us into a new era of functional brain imaging.

近年来,脑功能成像技术发展迅速。一方面,高场7特斯拉磁共振成像(MRI)超越了3特斯拉磁共振成像有限的空间分辨率,让我们从人脑功能的宏观成像进入了中观成像的新世界。另一方面,新型光学抽运磁强计-脑磁图(OPM-MEG)打破了传统超导脑磁图的技术壁垒,将神经元电磁信号成像从皮层成像带入全脑成像。本文旨在简要介绍传统 MRI 和 MEG 技术的发展,更重要的是阐明高场 MRI 和 OPM-MEG 相辅相成,将共同引领我们进入脑功能成像的新时代。
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引用次数: 0
Psychoradiology: neuroimaging clinics of North America 精神放射学:北美神经影像诊所
Pub Date : 2021-08-05 DOI: 10.1093/psyrad/kkab006
K. Lim
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引用次数: 13
Artificial intelligence applications in psychoradiology. 人工智能在心理放射学中的应用。
Pub Date : 2021-07-02 eCollection Date: 2021-06-01 DOI: 10.1093/psyrad/kkab009
Fei Li, Huaiqiang Sun, Bharat B Biswal, John A Sweeney, Qiyong Gong

One important challenge in psychiatric research is to translate findings from brain imaging research studies that identified brain alterations in patient groups into an accurate diagnosis at an early stage of illness, prediction of prognosis before treatment, and guidance for selection of effective treatments that target patient-relevant pathophysiological features. This is the primary aim of the field of Psychoradiology. Using databases collected from large samples at multiple centers, sophisticated artificial intelligence (AI) algorithms may be used to develop clinically useful image analysis pipelines that can help physicians diagnose, predict, and make treatment decisions. In this review, we selectively summarize psychoradiological research using magnetic resonance imaging of the brain to explore the neural mechanism of psychiatric disorders, and outline progress and the path forward for the combination of psychoradiology and AI for complementing clinical examinations in patients with psychiatric disorders, as well as limitations in the application of AI that should be considered in future translational research.

精神病学研究中的一个重要挑战是将脑成像研究的发现转化为疾病早期的准确诊断、治疗前的预后预测,以及针对患者相关病理生理特征选择有效治疗的指导。这是心理放射学领域的主要目标。利用从多个中心的大样本中收集的数据库,复杂的人工智能(AI)算法可以用于开发临床有用的图像分析管道,帮助医生诊断、预测和做出治疗决策。在这篇综述中,我们选择性地总结了使用大脑磁共振成像来探索精神障碍的神经机制的心理放射学研究,并概述了心理放射学和人工智能相结合以补充精神障碍患者临床检查的进展和前进道路,以及未来转化研究中应考虑的人工智能应用的局限性。
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引用次数: 0
Effect of jet lag on brain white matter functional connectivity. 时差对大脑白质功能连接的影响
Pub Date : 2021-05-24 eCollection Date: 2021-06-01 DOI: 10.1093/psyrad/kkaa003
Feifei Zhang, Zhipeng Yang, Kun Qin, John A Sweeney, Neil Roberts, Zhiyun Jia, Qiyong Gong

Background: A long-haul flight across more than five time zones may produce a circadian rhythm sleep disorder known as jet lag. Little is known about the effect of jet lag on white matter (WM) functional connectivity (FC).

Objective: The present study is to investigate changes in WM FC in subjects due to recovery from jet lag after flying across six time zones.

Methods: Here, resting-state functional magnetic resonance imaging was performed in 23 participants within 24 hours of flying and again 50 days later. Gray matter (GM) and WM networks were identified by k-means clustering. WM FC and functional covariance connectivity (FCC) were analyzed. Next, a sliding window method was used to establish dynamic WM FC. WM static and dynamic FC and FCC were compared between when participants had initially completed their journey and 50 days later. Emotion was assessed using the Positive and Negative Affect Schedule and the State Anxiety Inventory.

Results: All participants were confirmed to have jet lag symptoms by the Columbian Jet Lag Scale. The static FC strengthes of cingulate network (WM7)- sensorimotor network and ventral frontal network- visual network were lower after the long-haul flight compared with recovery. Corresponding results were obtained for the dynamic FC analysis. The analysis of FCC revealed weakened connections between the WM7 and several other brain networks, especially the precentral/postcentral network. Moreover, a negative correlation was found between emotion scores and the FC between the WM7 and sensorimotor related regions.

Conclusions: The results of this study provide further evidence for the existence of WM networks and show that jet lag is associated with alterations in static and dynamic WM FC and FCC, especially in sensorimotor networks. Jet lag is a complex problem that not only is related to sleep rhythm but also influences emotion.

背景:跨越五个以上时区的长途飞行可能会产生昼夜节律睡眠障碍,即时差。人们对时差对白质(WM)功能连接(FC)的影响知之甚少:本研究旨在调查受试者在飞越六个时区后,因时差恢复而导致的白质功能连通性变化。方法:本研究对 23 名受试者在飞越六个时区后 24 小时内和 50 天后进行了静息态功能磁共振成像。灰质(GM)和WM网络是通过k均值聚类确定的。对 WM FC 和功能协方差连通性(FCC)进行了分析。然后,使用滑动窗口法建立动态 WM FC。对参与者最初完成旅程时和 50 天后的 WM 静态和动态 FC 及 FCC 进行了比较。情绪评估采用了积极和消极情绪表以及状态焦虑量表:结果:根据哥伦布时差量表(Columbian Jet Lag Scale),所有参与者都被证实有时差症状。与恢复期相比,长途飞行后扣带回网络(WM7)-感觉运动网络和腹侧额叶网络-视觉网络的静态 FC 强度较低。动态 FC 分析也得出了相应的结果。FCC 分析显示,WM7 与其他几个大脑网络,特别是中枢前/中枢后网络之间的连接减弱。此外,情绪评分与 WM7 和感觉运动相关区域之间的 FC 呈负相关:本研究结果进一步证明了 WM 网络的存在,并表明时差与静态和动态 WM FC 和 FCC 的改变有关,尤其是在感觉运动网络中。时差是一个复杂的问题,不仅与睡眠节律有关,还会影响情绪。
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引用次数: 0
A prospective longitudinal study shows putamen volume is associated with moderate amphetamine use and resultant cognitive impairments. 一项前瞻性纵向研究显示,普塔门体积与中度使用苯丙胺和由此导致的认知障碍有关。
Pub Date : 2021-03-18 eCollection Date: 2021-03-01 DOI: 10.1093/psyrad/kkab001
Keith M Kendrick, Joerg Daumann, Daniel Wagner, Philip Koester, Marc Tittgemeyer, Qiang Luo, Euphrosyne Gouzoulis-Mayfrank, Benjamin Becker

Background: Amphetamine-type stimulants (ATS) have become a critical public health issue. Animal models have indicated a clear neurotoxic potential of ATSs. In humans, chronic use has been associated with cognitive deficits and structural brain abnormalities. However, cross-sectional retrospective designs in chronic users cannot truly determine the causal direction of the effects.

Objective: To prospectively determine effects of occasional ATS use on cognitive functioning and brain structure.

Methods: In a prospective longitudinal study design, cognitive functioning and brain structure were assessed at baseline and at 12-month follow-up in occasional ATS users (cumulative lifetime use <10 units at baseline).

Results: Examination of change scores between the initial examination and follow-up revealed declined verbal memory performance and putamen volume in users with high relative to low interim ATS exposure. In the entire sample, interim ATS use, memory decline, and putamen volume reductions were strongly associated.

Conclusions: The present findings support the hypothesis that ATS use is associated with deficient dorsal striatal morphology that might reflect alterations in dopaminergic pathways. More importantly, these findings strongly suggest that even occasional, low-dose ATS use disrupts striatal integrity and cognitive functioning.

背景:苯丙胺类兴奋剂(ATS)已成为一个严重的公共卫生问题。动物模型表明苯丙胺类兴奋剂具有明显的神经毒性。在人类中,长期使用苯丙胺类兴奋剂与认知障碍和大脑结构异常有关。然而,针对长期使用者的横断面回顾性设计无法真正确定影响的因果方向:前瞻性地确定偶尔使用苯丙胺类兴奋剂对认知功能和大脑结构的影响:在一项前瞻性纵向研究设计中,对苯丙胺类兴奋剂偶尔使用者(终生累计使用结果)的认知功能和大脑结构进行了基线评估和 12 个月随访评估:对初次检查和随访之间的评分变化进行的研究发现,在安非他明类兴奋剂临时暴露量较高和较低的使用者中,言语记忆能力和普特蒙体积均有所下降。在整个样本中,临时使用苯丙胺类兴奋剂、记忆力下降和丘脑体积缩小密切相关:本研究结果支持这一假设,即苯丙胺类兴奋剂的使用与背侧纹状体形态缺陷有关,这可能反映了多巴胺能通路的改变。更重要的是,这些发现有力地表明,即使偶尔使用低剂量苯丙胺类兴奋剂,也会破坏纹状体的完整性和认知功能。
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引用次数: 0
Altered cortical morphology in major depression disorder patients with suicidality. 有自杀倾向的重度抑郁症患者的大脑皮层形态发生改变。
Pub Date : 2021-03-18 eCollection Date: 2021-03-01 DOI: 10.1093/psyrad/kkaa002
Huiru Li, Huawei Zhang, Li Yin, Feifei Zhang, Ziqi Chen, Taolin Chen, Zhiyun Jia, Qiyong Gong

Background: Major depressive disorder (MDD) is associated with high risk of suicide, but the biological underpinnings of suicidality in MDD patients are far from conclusive. Previous neuroimaging studies using voxel-based morphometry (VBM) demonstrated that depressed individuals with suicidal thoughts or behaviors exhibit specific cortical structure alterations. To complement VBM findings, surface-based morphometry (SBM) can provide more details into gray matter structure, including the cortical complexity, cortical thickness and sulcal depth for brain images.

Objective: This study aims to use SBM to investigate cortical morphology alterations to obtain evidence for neuroanatomical alterations in depressed patients with suicidality.

Methods: Here, 3D T1-weighted MR images of brain from 39 healthy controls, 40 depressed patients without suicidality (patient controls), and 39 with suicidality (suicidal groups) were analyzed based on SBM to estimate the fractal dimension, gyrification index, sulcal depth, and cortical thickness using the Computational Anatomy Toolbox. Correlation analyses were performed between clinical data and cortical surface measurements from patients.

Results: Surface-based morphometry showed decreased sulcal depth in the parietal, frontal, limbic, occipital and temporal regions and decreased fractal dimension in the frontal regions in depressed patients with suicidality compared to both healthy and patient controls. Additionally, in patients with depression, the sulcal depth of the left caudal anterior cingulate cortex was negatively correlated with Hamilton Depression Rating Scale scores.

Conclusions: Depressed patients with suicidality had abnormal cortical morphology in some brain regions within the default mode network, frontolimbic circuitry and temporal regions. These structural deficits may be associated with the dysfunction of emotional processing and impulsivity control. This study provides insights into the underlying neurobiology of the suicidal brain.

背景:重度抑郁障碍(MDD)与高自杀风险有关,但重度抑郁障碍患者自杀倾向的生物学基础还远未得出结论。之前使用体素形态计量法(VBM)进行的神经影像学研究表明,有自杀想法或行为的抑郁症患者表现出特定的皮质结构改变。为了补充VBM的研究结果,基于表面的形态测量法(SBM)可以提供灰质结构的更多细节,包括大脑图像的皮质复杂性、皮质厚度和沟深度:方法:本研究使用计算解剖工具箱对39名健康对照组、40名无自杀倾向的抑郁症患者(患者对照组)和39名有自杀倾向的抑郁症患者(自杀组)的脑部三维T1加权磁共振图像进行了基于SBM的分析,以估算分形维数、回旋指数、沟深度和皮质厚度。对患者的临床数据和皮质表面测量结果进行了相关性分析:结果:与健康对照组和患者对照组相比,基于表面形态测量的结果显示,有自杀倾向的抑郁症患者顶叶、额叶、边缘、枕叶和颞叶区域的沟深度减小,额叶区域的分形维度减小。此外,在抑郁症患者中,左侧尾状前扣带回皮层的沟深度与汉密尔顿抑郁量表评分呈负相关:有自杀倾向的抑郁症患者在默认模式网络、前肢体回路和颞叶区域的某些脑区存在皮质形态异常。这些结构缺陷可能与情绪处理和冲动控制功能障碍有关。这项研究为自杀脑的潜在神经生物学提供了见解。
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引用次数: 0
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Psychoradiology
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