Department of Child and Adolescent Psychiatry, New York University School of Medicine, New York, NY, USA.
Department of Child and Adolescent Psychiatry, New York University School of Medicine, New York, NY, USA.
Dev Cogn Neurosci. 2023 Dec;64:101326. doi: 10.1016/j.dcn.2023.101326. Epub 2023 Nov 17.
Brain iron is vital for core neurodevelopmental processes including myelination and neurotransmitter synthesis and, accordingly, iron accumulates in the brain with age. However, little is known about the association between brain iron and neural functioning and how they evolve with age in early infancy. This study investigated brain iron in 48 healthy infants (22 females) aged 64.00 ± 33.28 days by estimating R2 * relaxometry from multi-echo functional MRI (fMRI). Linked independent component analysis was performed to examine the association between iron deposition and spontaneous neural activity, as measured by the amplitude of low frequency fluctuations (ALFF) by interrogating shared component loadings across modalities. Further, findings were validated in an independent dataset (n = 45, 24 females, 77.93 ± 26.18 days). The analysis revealed developmental coupling between the global R2 * and ALFF within the default mode network (DMN). Furthermore, we observed that this coupling effect significantly increased with age (r = 0.78, p = 9.2e-11). Our results highlight the importance of iron-neural coupling during early development and suggest that the neural maturation of the DMN may correspond to growth in distributed brain iron.
大脑中的铁对于核心神经发育过程至关重要,包括髓鞘形成和神经递质合成,因此,铁会随着年龄的增长而在大脑中积累。然而,人们对大脑铁与神经功能之间的关系以及它们在婴儿早期如何随年龄增长而演变知之甚少。本研究通过估计多回波功能磁共振成像(fMRI)中的 R2弛豫度,对 48 名健康婴儿(22 名女性)的大脑铁进行了研究,年龄为 64.00±33.28 天。通过询问跨模态共享成分负荷,进行了链接独立成分分析,以研究铁沉积与自发神经活动(由低频波动的幅度(ALFF)测量)之间的关系。进一步,在独立数据集(n=45,24 名女性,77.93±26.18 天)中验证了发现。分析显示默认模式网络(DMN)中全局 R2和 ALFF 之间存在发育耦合。此外,我们观察到这种耦合效应随年龄显著增加(r=0.78,p=9.2e-11)。我们的研究结果强调了早期发育过程中铁与神经的耦合的重要性,并表明 DMN 的神经成熟可能与大脑铁的分布增长相对应。