Department of Psychiatry, University of North Carolina, Chapel Hill, NC 27599, USA.
Neuroimage. 2013 Jan 1;64:156-66. doi: 10.1016/j.neuroimage.2012.09.021. Epub 2012 Sep 16.
Working memory emerges in infancy and plays a privileged role in subsequent adaptive cognitive development. The neural networks important for the development of working memory during infancy remain unknown. We used diffusion tensor imaging (DTI) and deterministic fiber tracking to characterize the microstructure of white matter fiber bundles hypothesized to support working memory in 12-month-old infants (n=73). Here we show robust associations between infants' visuospatial working memory performance and microstructural characteristics of widespread white matter. Significant associations were found for white matter tracts that connect brain regions known to support working memory in older children and adults (genu, anterior and superior thalamic radiations, anterior cingulum, arcuate fasciculus, and the temporal-parietal segment). Better working memory scores were associated with higher FA and lower RD values in these selected white matter tracts. These tract-specific brain-behavior relationships accounted for a significant amount of individual variation above and beyond infants' gestational age and developmental level, as measured with the Mullen Scales of Early Learning. Working memory was not associated with global measures of brain volume, as expected, and few associations were found between working memory and control white matter tracts. To our knowledge, this study is among the first demonstrations of brain-behavior associations in infants using quantitative tractography. The ability to characterize subtle individual differences in infant brain development associated with complex cognitive functions holds promise for improving our understanding of normative development, biomarkers of risk, experience-dependent learning and neuro-cognitive periods of developmental plasticity.
工作记忆在婴儿期出现,并在随后的适应性认知发展中发挥特权作用。在婴儿期发展工作记忆的重要神经网络尚不清楚。我们使用弥散张量成像(DTI)和确定性纤维跟踪来描述假设支持 12 个月大婴儿工作记忆的白质纤维束的微观结构(n=73)。在这里,我们展示了婴儿的视觉空间工作记忆表现与广泛的白质微观结构特征之间存在强大的关联。在与支持较大儿童和成人工作记忆的大脑区域相连的白质束中发现了显著的关联(脑回、丘脑前辐射、上丘脑辐射、前扣带、弓状束和颞顶段)。在这些选定的白质束中,更好的工作记忆分数与更高的 FA 和更低的 RD 值相关。这些特定于束的大脑-行为关系解释了个体差异的很大一部分,超过了婴儿的胎龄和发育水平,这可以通过穆伦早期学习量表来衡量。正如预期的那样,工作记忆与大脑总体积的全局测量无关,并且在工作记忆和控制白质束之间很少发现关联。据我们所知,这项研究是使用定量束追踪技术在婴儿中进行的首批大脑-行为关联研究之一。能够描述与复杂认知功能相关的婴儿大脑发育中的细微个体差异,有望提高我们对正常发育、风险生物标志物、经验依赖学习和神经认知发育可塑性的理解。