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临床风险对脑网络的累积影响,以及与先天性心脏病青少年执行功能障碍的关联。

The cumulative impact of clinical risk on brain networks and associations with executive function impairments in adolescents with congenital heart disease.

机构信息

Child Development Center, University Children's Hospital Zurich, Zurich, Switzerland.

Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland.

出版信息

Hum Brain Mapp. 2024 Oct;45(14):e70028. doi: 10.1002/hbm.70028.

Abstract

Patients with congenital heart disease (CHD) demonstrate altered structural brain network connectivity. However, there is large variability between reported results and little information is available to identify those patients at highest risk for brain alterations. Thus, we aimed to investigate if network connectivity measures were associated with the individual patient's cumulative load of clinical risk factors and with family-environmental factors in a cohort of adolescents with CHD. Further, we investigated associations with executive function impairments. In 53 adolescents with CHD who underwent open-heart surgery during infancy, and 75 healthy controls, diffusion magnetic resonance imaging and neuropsychological assessment was conducted at a mean age of 13.2 ± 1.3 years. Structural connectomes were constructed using constrained spherical deconvolution tractography. Graph theory and network-based statistics were applied to investigate network connectivity measures. A cumulative clinical risk (CCR) score was built by summing up binary risk factors (neonatal, cardiac, neurologic) based on clinically relevant thresholds. The role of family-environmental factors (parental education, parental mental health, and family function) was investigated. An age-adjusted executive function summary score was built from nine neuropsychological tests. While network integration and segregation were preserved in adolescents with CHD, they showed lower edge strength in a dense subnetwork. A higher CCR score was associated with lower network segregation, edge strength, and executive function performance. Edge strength was particularly reduced in a subnetwork including inter-frontal and fronto-parietal-thalamic connections. There was no association with family-environmental factors. Poorer executive functioning was associated with lower network integration and segregation. We demonstrated evidence for alterations of network connectivity strength in adolescents with CHD - particularly in those patients who face a cumulative exposure to multiple clinical risk factors over time. Quantifying the cumulative load of risk early in life may help to better predict trajectories of brain development in order to identify and support the most vulnerable patients as early as possible.

摘要

患有先天性心脏病 (CHD) 的患者表现出结构性脑网络连接的改变。然而,报告的结果之间存在很大的差异,并且几乎没有信息可用于确定那些大脑改变风险最高的患者。因此,我们旨在研究网络连接测量值是否与个体患者的临床风险因素累积负荷以及 CHD 青少年队列中的家庭环境因素相关。此外,我们还研究了与执行功能障碍的关联。在 53 名婴儿期接受心脏直视手术的 CHD 青少年和 75 名健康对照者中,在平均年龄为 13.2±1.3 岁时进行了扩散磁共振成像和神经心理学评估。使用约束球内去卷积追踪技术构建结构连接组。应用图论和基于网络的统计学方法来研究网络连接测量值。通过基于临床相关阈值的二进制风险因素(新生儿、心脏、神经)的总和构建累积临床风险 (CCR) 评分。还研究了家庭环境因素(父母教育、父母心理健康和家庭功能)的作用。从九个神经心理学测试中构建了一个年龄调整后的执行功能综合评分。尽管 CHD 青少年的网络整合和分离得到了保留,但他们在密集子网中表现出较低的边缘强度。较高的 CCR 评分与较低的网络分离、边缘强度和执行功能表现相关。边缘强度在包括额间和额顶-丘脑连接的子网中尤其降低。与家庭环境因素无关。较差的执行功能与较低的网络整合和分离有关。我们证明了 CHD 青少年的网络连接强度改变的证据 - 特别是在那些随着时间的推移面临多种临床风险因素累积暴露的患者中。早期量化风险的累积负荷可能有助于更好地预测大脑发育轨迹,以便尽早识别和支持最脆弱的患者。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/80ea/11459682/c3db2b228eb3/HBM-45-e70028-g002.jpg

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