Department of Psychology, Georgia State University, Atlanta, Georgia, USA.
Neuroscience Institute, Georgia State University, Atlanta, Georgia, USA.
Brain Connect. 2021 Dec;11(10):822-837. doi: 10.1089/brain.2020.0800. Epub 2021 Jun 2.
Assessments of functional connectivity of default mode network (DMN) and positive task-related networks (TRNs) using independent component analysis (ICA) may help describe long-term effects of childhood brain tumors and adjuvant treatments. Aiming to identify potential neuronal markers that may aid in prognosis and inform interventions to optimize outcomes, this study used ICA to evaluate the presence of functional connectivity networks and their recruitment during a letter n-back task in 23 adult survivors of childhood posterior fossa tumors (9 low grade, 14 high grade) at least 5 years past diagnosis compared with 40 age- and sex-matched healthy peers. DMN components generally demonstrated increasing disengagement as task difficulty increased, and relationships between effective DMN disengagement and improved performance were observed in healthy controls (HCs). Low-grade brain tumor survivors (LGS) demonstrated unique patterns in DMN recruitment that suggested increased involvement of the medial prefrontal cortex in LGS during tasks. TRN components generally demonstrated increasing engagement, which was related to improved task performance in HCs for one executive control network (ECN) component. High-grade brain tumor survivors (HGS) demonstrated distinct challenges recruiting an ECN component at more difficult task levels and showed a relationship between recruitment of another ECN component and task performance, indicating a potential compensatory mechanism for some HGS. Findings suggest the importance of cognitive intervention in both survivor groups and the necessity to track LGS despite their cognitive abilities often resembling those of their healthy peers. Impact statement Distinct functional connectivity patterns were identified between both adult survivor of childhood brain tumor groups and peers during attention and working memory tasks, reflecting different damage and recovery from treatment. Survivors of low-grade tumors demonstrated unique patterns of recruitment of default mode network components in the context of similar cognitive abilities, whereas survivors of high-grade tumors demonstrated poorer cognitive abilities and may be utilizing compensatory executive control network components in the face of challenging tasks. Long-term clinical follow-up and cognitive remediation is warranted for both groups, including low grade cerebellar tumor patients who have traditionally not been monitored as closely.
使用独立成分分析(ICA)评估默认模式网络(DMN)和正任务相关网络(TRN)的功能连接可能有助于描述儿童脑肿瘤和辅助治疗的长期影响。本研究旨在确定潜在的神经元标志物,以辅助预后并为优化结果的干预措施提供信息,使用 ICA 评估了 23 名至少在诊断后 5 年的儿童后颅窝肿瘤(9 例低级别,14 例高级别)成年幸存者在字母 n-back 任务期间功能连接网络的存在及其招募情况,并与 40 名年龄和性别匹配的健康同龄人进行比较。DMN 成分通常随着任务难度的增加而表现出逐渐的脱离,在健康对照组(HCs)中观察到有效 DMN 脱离与表现改善之间的关系。低级别脑肿瘤幸存者(LGS)的 DMN 招募表现出独特的模式,表明在任务期间 LGS 中内侧前额叶皮层的参与增加。TRN 成分通常表现出逐渐的参与,这与 HCs 中一个执行控制网络(ECN)组件的任务表现改善有关。高级别脑肿瘤幸存者(HGS)在更困难的任务水平上招募 ECN 组件时表现出明显的挑战,并且另一个 ECN 组件的招募与任务表现之间存在关系,表明 HGS 存在一些潜在的代偿机制。研究结果表明,认知干预对两个幸存者群体都很重要,尽管 LGS 的认知能力通常与他们的健康同龄人相似,但仍有必要对其进行跟踪。研究意义在注意力和工作记忆任务中,发现两组儿童脑肿瘤幸存者及其同龄人间存在明显不同的功能连接模式,反映了治疗后的不同损伤和恢复情况。低级别肿瘤幸存者在认知能力相似的情况下表现出默认模式网络成分招募的独特模式,而高级别肿瘤幸存者表现出较差的认知能力,可能在面对具有挑战性的任务时利用补偿性执行控制网络成分。长期临床随访和认知矫正对两组都很重要,包括传统上监测不太密切的低级别小脑肿瘤患者。