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社区贫困程度与颞叶癫痫患者脑白质连接异常的关联。

Association of neighborhood deprivation with white matter connectome abnormalities in temporal lobe epilepsy.

机构信息

Department of Neurology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.

Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.

出版信息

Epilepsia. 2023 Sep;64(9):2484-2498. doi: 10.1111/epi.17702. Epub 2023 Jul 11.

Abstract

OBJECTIVE

Social determinants of health, including the effects of neighborhood disadvantage, impact epilepsy prevalence, treatment, and outcomes. This study characterized the association between aberrant white matter connectivity in temporal lobe epilepsy (TLE) and disadvantage using a US census-based neighborhood disadvantage metric, the Area Deprivation Index (ADI), derived from measures of income, education, employment, and housing quality.

METHODS

Participants including 74 TLE patients (47 male, mean age = 39.2 years) and 45 healthy controls (27 male, mean age = 31.9 years) from the Epilepsy Connectome Project were classified into ADI-defined low and high disadvantage groups. Graph theoretic metrics were applied to multishell connectome diffusion-weighted imaging (DWI) measurements to derive 162 × 162 structural connectivity matrices (SCMs). The SCMs were harmonized using neuroCombat to account for interscanner differences. Threshold-free network-based statistics were used for analysis, and findings were correlated with ADI quintile metrics. A decrease in cross-sectional area (CSA) indicates reduced white matter integrity.

RESULTS

Sex- and age-adjusted CSA in TLE groups was significantly reduced compared to controls regardless of disadvantage status, revealing discrete aberrant white matter tract connectivity abnormalities in addition to apparent differences in graph measures of connectivity and network-based statistics. When comparing broadly defined disadvantaged TLE groups, differences were at trend level. Sensitivity analyses of ADI quintile extremes revealed significantly lower CSA in the most compared to least disadvantaged TLE group.

SIGNIFICANCE

Our findings demonstrate (1) the general impact of TLE on DWI connectome status is larger than the association with neighborhood disadvantage; however, (2) neighborhood disadvantage, indexed by ADI, revealed modest relationships with white matter structure and integrity on sensitivity analysis in TLE. Further studies are needed to explore this relationship and determine whether the white matter relationship with ADI is driven by social drift or environmental influences on brain development. Understanding the etiology and course of the disadvantage-brain integrity relationship may serve to inform care, management, and policy for patients.

摘要

目的

健康的社会决定因素,包括邻里劣势的影响,会影响癫痫的患病率、治疗和结局。本研究使用基于美国人口普查的邻里劣势指标——区域剥夺指数(ADI),对颞叶癫痫(TLE)患者异常白质连通性与劣势之间的关系进行了特征描述,ADI 是通过收入、教育、就业和住房质量等指标得出的。

方法

参与者包括来自癫痫连接组学项目的 74 名 TLE 患者(47 名男性,平均年龄 39.2 岁)和 45 名健康对照者(27 名男性,平均年龄 31.9 岁),他们被分为 ADI 定义的低劣势和高劣势组。图论指标被应用于多壳连接扩散加权成像(DWI)测量,以获得 162×162 个结构连接矩阵(SCM)。使用神经 Combat 对 SCM 进行调和,以解决扫描仪之间的差异。采用无阈值网络基础统计进行分析,并将结果与 ADI 五分位数指标相关联。横截面积(CSA)的减少表明白质完整性降低。

结果

无论劣势状态如何,与对照组相比,TLE 组的性别和年龄调整后的 CSA 均显著降低,这表明除了在连接和网络基础统计的图测度方面存在明显差异外,离散的异常白质束连通性异常也存在。当比较广义定义的不利 TLE 组时,差异呈趋势水平。对 ADI 五分位数极值的敏感性分析显示,最不利 TLE 组的 CSA 明显低于最有利 TLE 组。

意义

我们的研究结果表明:(1)TLE 对 DWI 连接组状态的总体影响大于与邻里劣势的关联;然而,(2)ADI 索引的邻里劣势在 TLE 的敏感性分析中与白质结构和完整性呈适度相关。需要进一步的研究来探索这种关系,并确定 ADI 与白质的关系是由社会漂移还是环境对大脑发育的影响驱动的。了解劣势-大脑完整性关系的病因和病程可能有助于为患者提供护理、管理和政策方面的信息。

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