seed-based d mapping (SDM)

  • 文章类型: Systematic Review
    神经系统疾病在早产(PT)出生的个体中很常见。使用基于束的空间统计(TBSS)的扩散张量成像(DTI)研究可有效检测大脑中的微结构白质(WM)异常。我们进行了这项系统评价,以整合TBSS研究的结果,以确定PT出生个体中最一致的WM改变。
    PubMed,Embase,搜索了WebofScience和ScienceDirect。截至2022年10月,对PT出生个体使用TBSS的DTI研究进行了筛选。系统评价包括报告立体定向空间中整个大脑FA值变化的研究,三个坐标(x,y,z),根据基于种子的d映射方法。
    搜索策略确定了17项符合我们纳入标准的研究,共分析了911名PT出生个体和563名匹配对照.在17项研究中,八个是献给650名成年人的,5至411名儿童和4至413名婴儿。10项研究招募了812名早产的人(GA<29周),6项研究招募了386名中度早产个体(GA=29-32周),1项研究招募了276名早产晚期个体(GA>32周).这项对包括388名个体的六项研究的荟萃分析强调了四个大脑区域,其中PT组的各向异性分数(FA)低于足月出生的人。定量荟萃分析发现,最稳健的WM改变位于call体(CC)中,双侧丘脑和左上纵束(SLF)II。FA的显着变化反映了从婴儿到成年的PT出生个体的WM异常。
    FA的显著变化反映了从婴儿期到年轻成年期出生的PT个体的WM异常。CC的异常发展,双侧丘脑和左侧SLF可能在PT个体的神经发育中起重要作用。
    神经系统疾病在早产(PT)出生的个体中很普遍。在扩散张量成像(DTI)研究中使用基于束的空间统计(TBSS)已被证明可有效检测大脑白质(WM)的微结构异常。为了确定早产人群中WM最一致的改变,我们已经在该PT出生人群中使用TBSS筛选了DTI研究,直至2022年10月。荟萃分析确定了PT组中各向异性分数(FA)低于足月出生的四个大脑区域。定量荟萃分析确定了call体,双侧丘脑和左上纵束II。作为最健壮的WM改变。各种研究已经证明了PT出生之间的联系,智商,胎龄和受试者年龄。
    UNASSIGNED: Neurological disorders are common in preterm (PT) born individuals. Diffusion tensor imaging (DTI) studies using tract-based spatial statistics (TBSS) effectively detect microstructural white matter (WM) abnormalities in the brain. We conducted this systematic review to integrate the findings of TBSS studies to determine the most consistent WM alterations in PT born individuals.
    UNASSIGNED: PubMed, Embase, Web of Science and Science Direct were searched. DTI studies using TBSS in PT born individuals were screened up to October 2022. The systematic review included studies reporting alterations in FA values for the entire brain in a stereotactic space, with three coordinates (x, y, z), according to the seed-based d mapping method.
    UNASSIGNED: The search strategy identified seventeen studies that fulfilled our inclusion criteria, with a total of 911 PT-born individuals and 563 matched controls were analysed. Of the seventeen studies, eight were dedicated to 650 adults, five to 411 children and four to 413 infants. Ten studies recruited 812 individuals born very prematurely (GA <29 weeks), six studies recruited 386 moderately premature individuals (GA = 29-32 weeks) and one study recruited 276 individuals born late prematurely (GA >32 weeks). This meta-analysis of six studies including 388 individuals highlighted four brain regions in which fractional anisotropy (FA) was lower in PT group than in people born at term. The quantitative meta-analysis found that the most robust WM alterations were located in the corpus callosum (CC), the bilateral thalamus and the left superior longitudinal fasciculus (SLF) II. Significant changes in FA reflect WM abnormalities in PT born individuals from infant to young adulthood.
    UNASSIGNED: Significant changes in FA reflect WM abnormalities in individuals born PT from infancy to young adulthood. The abnormal development of the CC, bilateral thalamus and left SLF may play a vital role in the neurodevelopment of PT individuals.
    Neurological disorders are prevalent in preterm (PT) born individuals. The use of tract-based spatial statistics (TBSS) in diffusion tensor imaging (DTI) studies has proven effective in detecting microstructural abnormalities of the white matter (WM) of the brain. In order to determine the most consistent alterations in WM among those born prematurely, we have screened DTI studies using TBSS in this PT born population up until October 2022. The meta-analysis identified four brain regions where fractional anisotropy (FA) was lower in the PT group than in those born at term. The quantitative meta-analysis identified the corpus callosum, the bilateral thalamus and the left superior longitudinal fasciculus II. As the most robust WM alterations. Various studies have demonstrated the links between PT birth, intelligence quotient, gestational age and subject age.
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  • 文章类型: Meta-Analysis
    儿童虐待被认为对神经发育有不利影响,包括大脑微结构异常.现有的神经影像学发现仍然不一致和异质。我们旨在探索与儿童虐待相关的最突出和最健壮的皮质厚度(CTh)和灰质体积(GMV)改变。截至2022年9月,对相关研究进行了系统搜索。使用基于种子的d作图(SDM)软件对CTh和GMV研究进行了基于全脑坐标的荟萃分析(CBMA)。随后应用荟萃回归分析来研究临床变量和结构变化之间的潜在关联。共有45项研究符合纳入条件,包括11个CTh数据集和39个GMV数据集,由2550名暴露于儿童虐待的参与者和3739名未暴露的比较受试者组成。CTh和GM研究同时显示,患有儿童期虐待的个体在正中扣带回/副带回中表现出重叠的缺陷。右前扣带/副带回和左额中回区域皮质变薄,以及左辅助运动区(SMA)的GMV降低也被确定。对于CTh或GMV均未发现更大的区域。此外,一些神经形态变化与被虐待个体的平均年龄有关。正中扣带/副带回形态可能是儿童虐待最可靠的神经影像学特征。生命早期创伤对人脑的影响主要涉及认知功能,社会情感功能和压力调节。当前的荟萃分析增强了对儿童虐待引起的神经病理学变化的理解。
    Childhood maltreatment has been suggested to have an adverse impact on neurodevelopment, including microstructural brain abnormalities. Existing neuroimaging findings remain inconsistent and heterogeneous. We aim to explore the most prominent and robust cortical thickness (CTh) and gray matter volume (GMV) alterations associated with childhood maltreatment. A systematic search on relevant studies was conducted through September 2022. The whole-brain coordinate-based meta-analysis (CBMA) on CTh and GMV studies were conducted using the seed-based d mapping (SDM) software. Meta-regression analysis was subsequently applied to investigate potential associations between clinical variables and structural changes. A total of 45 studies were eligible for inclusion, including 11 datasets on CTh and 39 datasets on GMV, consisting of 2550 participants exposed to childhood maltreatment and 3739 unexposed comparison subjects. Individuals with childhood maltreatment exhibited overlapped deficits in the median cingulate/paracingulate gyri simultaneously revealed by both CTh and GM studies. Regional cortical thinning in the right anterior cingulate/paracingulate gyri and the left middle frontal gyrus, as well as GMV reductions in the left supplementary motor area (SMA) was also identified. No greater regions were found for either CTh or GMV. In addition, several neural morphology changes were associated with the average age of the maltreated individuals. The median cingulate/paracingulate gyri morphology might serve as the most robust neuroimaging feature of childhood maltreatment. The effects of early-life trauma on the human brain predominantly involved in cognitive functions, socio-affective functioning and stress regulation. This current meta-analysis enhanced the understanding of neuropathological changes induced by childhood maltreatment.
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  • 文章类型: Journal Article
    背景:在心理健康方面,合并症是常态,而不是例外。然而,目前用于总结精神障碍的神经相关性的荟萃分析方法不考虑合并症,将它们减少到噪音和偏见的来源,而不是从他们有价值的信息中受益。
    目的:我们描述并验证了一种关注合并症的新型神经影像学荟萃分析方法。此外,我们为所有主要精神障碍及其合并症的荟萃分析提供方案.
    方法:新方法包括对基于种子的d映射的修改-具有主题图像的置换(SDM-PSI),其中线性模型没有截距。与以前的SDM荟萃分析一样,因变量是体素中患者和对照者之间的脑解剖学差异。然而,没有原发性疾病,独立变量是每种疾病和每对潜在共病疾病患者的百分比。我们使用模拟来验证并提供这种新颖方法的示例,正确解开与每种疾病和合并症相关的异常。然后,我们描述了对所有主要精神障碍及其合并症进行新的荟萃分析的协议。具体来说,我们将包括所有基于体素的精神疾病形态计量学(VBM)研究,其荟萃分析已经发表,包括至少10项研究。我们将使用这种新颖的方法在两个单独的单一线性模型中分析所有纳入的研究,一个用于儿童/青少年,一个用于成人。
    结论:这种新颖的方法是关注合并症的有效方法。荟萃分析将产生所有主要精神障碍及其合并症的神经解剖学综合图谱,我们希望这可能有助于开发潜在的诊断和治疗工具。
    BACKGROUND: In mental health, comorbidities are the norm rather than the exception. However, current meta-analytic methods for summarizing the neural correlates of mental disorders do not consider comorbidities, reducing them to a source of noise and bias rather than benefitting from their valuable information.
    OBJECTIVE: We describe and validate a novel neuroimaging meta-analytic approach that focuses on comorbidities. In addition, we present the protocol for a meta-analysis of all major mental disorders and their comorbidities.
    METHODS: The novel approach consists of a modification of Seed-based d Mapping-with Permutation of Subject Images (SDM-PSI) in which the linear models have no intercept. As in previous SDM meta-analyses, the dependent variable is the brain anatomical difference between patients and controls in a voxel. However, there is no primary disorder, and the independent variables are the percentages of patients with each disorder and each pair of potentially comorbid disorders. We use simulations to validate and provide an example of this novel approach, which correctly disentangled the abnormalities associated with each disorder and comorbidity. We then describe a protocol for conducting the new meta-analysis of all major mental disorders and their comorbidities. Specifically, we will include all voxel-based morphometry (VBM) studies of mental disorders for which a meta-analysis has already been published, including at least 10 studies. We will use the novel approach to analyze all included studies in two separate single linear models, one for children/adolescents and one for adults.
    CONCLUSIONS: The novel approach is a valid method to focus on comorbidities. The meta-analysis will yield a comprehensive atlas of the neuroanatomy of all major mental disorders and their comorbidities, which we hope might help develop potential diagnostic and therapeutic tools.
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