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单心室重建III:脑连接组与神经发育结局:一项多中心观察性神经影像学研究的设计、招募与技术挑战

Single Ventricle Reconstruction III: Brain Connectome and Neurodevelopmental Outcomes: Design, Recruitment, and Technical Challenges of a Multicenter, Observational Neuroimaging Study.

作者信息

Schmithorst Vanessa, Ceschin Rafael, Lee Vincent, Wallace Julia, Sahel Aurelia, Chenevert Thomas L, Parmar Hemant, Berman Jeffrey I, Vossough Arastoo, Qiu Deqiang, Kadom Nadja, Grant Patricia Ellen, Gagoski Borjan, LaViolette Peter S, Maheshwari Mohit, Sleeper Lynn A, Bellinger David C, Ilardi Dawn, O'Neil Sharon, Miller Thomas A, Detterich Jon, Hill Kevin D, Atz Andrew M, Richmond Marc E, Cnota James, Mahle William T, Ghanayem Nancy S, Gaynor J William, Goldberg Caren S, Newburger Jane W, Panigrahy Ashok

机构信息

Department of Radiology, UPMC Children's Hospital of Pittsburgh, 4401 Penn Avenue, Floor 2, Pittsburgh, PA 15224, USA.

Department of Biomedical Informatics, University of Pittsburgh School, 5607 Baum Blvd., Pittsburgh, PA 15206, USA.

出版信息

Diagnostics (Basel). 2023 Apr 30;13(9):1604. doi: 10.3390/diagnostics13091604.

Abstract

Patients with hypoplastic left heart syndrome who have been palliated with the Fontan procedure are at risk for adverse neurodevelopmental outcomes, lower quality of life, and reduced employability. We describe the methods (including quality assurance and quality control protocols) and challenges of a multi-center observational ancillary study, SVRIII (Single Ventricle Reconstruction Trial) Brain Connectome. Our original goal was to obtain advanced neuroimaging (Diffusion Tensor Imaging and Resting-BOLD) in 140 SVR III participants and 100 healthy controls for brain connectome analyses. Linear regression and mediation statistical methods will be used to analyze associations of brain connectome measures with neurocognitive measures and clinical risk factors. Initial recruitment challenges occurred that were related to difficulties with: (1) coordinating brain MRI for participants already undergoing extensive testing in the parent study, and (2) recruiting healthy control subjects. The COVID-19 pandemic negatively affected enrollment late in the study. Enrollment challenges were addressed by: (1) adding additional study sites, (2) increasing the frequency of meetings with site coordinators, and (3) developing additional healthy control recruitment strategies, including using research registries and advertising the study to community-based groups. Technical challenges that emerged early in the study were related to the acquisition, harmonization, and transfer of neuroimages. These hurdles were successfully overcome with protocol modifications and frequent site visits that involved human and synthetic phantoms.

摘要

接受Fontan手术姑息治疗的左心发育不全综合征患者面临神经发育不良后果、生活质量较低和就业能力下降的风险。我们描述了一项多中心观察性辅助研究SVRIII(单心室重建试验)脑连接组的方法(包括质量保证和质量控制方案)及挑战。我们最初的目标是对140名SVR III参与者和100名健康对照者进行高级神经成像(扩散张量成像和静息态BOLD)以进行脑连接组分析。将使用线性回归和中介统计方法来分析脑连接组测量值与神经认知测量值及临床风险因素之间的关联。最初出现了招募方面的挑战,这些挑战与以下困难有关:(1)为在母研究中已接受广泛测试的参与者协调脑部MRI,以及(2)招募健康对照者。COVID-19大流行在研究后期对入组产生了负面影响。通过以下方式应对招募挑战:(1)增加额外的研究地点,(2)增加与研究地点协调员的会议频率,以及(3)制定额外的健康对照者招募策略,包括使用研究登记册并向社区团体宣传该研究。研究早期出现的技术挑战与神经图像的采集、协调和传输有关。通过方案修改以及涉及人体和合成体模的频繁实地考察,成功克服了这些障碍。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2b1/10178603/919be9a0a3a4/diagnostics-13-01604-g001.jpg

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