Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, Nebraska, USA.
The Mind Research Network, Albuquerque, New Mexico, USA.
Hum Brain Mapp. 2021 Aug 1;42(11):3620-3642. doi: 10.1002/hbm.25458. Epub 2021 May 12.
The hippocampus is necessary for declarative (relational) memory, and the ability to form hippocampal-dependent memories develops through late adolescence. This developmental trajectory of hippocampal-dependent memory could reflect maturation of intrinsic functional brain networks, but resting-state functional connectivity (rs-FC) of the human hippocampus is not well-characterized for periadolescent children. Measuring hippocampal rs-FC in periadolescence would thus fill a gap, and testing covariance of hippocampal rs-FC with age and memory could inform theories of cognitive development. Here, we studied hippocampal rs-FC in a cross-sectional sample of healthy children (N = 96; 59 F; age 9-15 years) using a seed-based approach, and linked these data with NIH Toolbox measures, the Picture-Sequence Memory Test (PSMT) and the List Sorting Working Memory Test (LSWMT). The PSMT was expected to rely more on hippocampal-dependent memory than the LSWMT. We observed hippocampal rs-FC with an extensive brain network including temporal, parietal, and frontal regions. This pattern was consistent with prior work measuring hippocampal rs-FC in younger and older samples. We also observed novel, regionally specific variation in hippocampal rs-FC with age and hippocampal-dependent memory but not working memory. Evidence consistent with these findings was observed in a second, validation dataset of similar-age healthy children drawn from the Philadelphia Neurodevelopment Cohort. Further, a cross-dataset analysis suggested generalizable properties of hippocampal rs-FC and covariance with age and memory. Our findings connect prior work by describing hippocampal rs-FC and covariance with age and memory in typically developing periadolescent children, and our observations suggest a developmental trajectory for brain networks that support hippocampal-dependent memory.
海马体对于陈述性(关系)记忆是必要的,而形成海马体依赖记忆的能力是在青少年后期发展起来的。这种海马体依赖记忆的发展轨迹可能反映了内在功能大脑网络的成熟,但青少年时期的人类海马体的静息态功能连接(rs-FC)尚未得到很好的描述。因此,测量青少年时期的海马体 rs-FC 将填补这一空白,并且测试海马体 rs-FC 与年龄和记忆的协变可以为认知发展理论提供信息。在这里,我们使用基于种子的方法研究了健康儿童(N=96;59 名女性;年龄 9-15 岁)的海马体 rs-FC,并将这些数据与 NIH 工具包测量、图片序列记忆测试(PSMT)和列表排序工作记忆测试(LSWMT)联系起来。PSMT 预计比 LSWMT 更依赖于海马体依赖的记忆。我们观察到与颞叶、顶叶和额叶等广泛大脑区域的海马体 rs-FC。这种模式与先前在年轻和老年样本中测量海马体 rs-FC 的工作一致。我们还观察到与年龄和海马体依赖记忆相关的海马体 rs-FC 存在新的、区域特异性的变化,但与工作记忆无关。在来自费城神经发育队列的相似年龄的健康儿童的第二个验证数据集,也观察到了与这些发现一致的证据。此外,跨数据集分析表明了海马体 rs-FC 及其与年龄和记忆的协变具有可推广的性质。我们的发现通过描述在典型发育中的青少年时期的儿童中海马体 rs-FC 及其与年龄和记忆的协变,将先前的工作联系起来,并且我们的观察表明支持海马体依赖记忆的大脑网络的发展轨迹。