Nemmi Federico, Schel Margot A, Klingberg Torkel
Department of Neuroscience, Karolinska Institute, Stockholm, Sweden.
INSERM U1214 Centre d'Imagerie Neuro Toulouse, Toulouse, France.
Front Hum Neurosci. 2018 Nov 26;12:465. doi: 10.3389/fnhum.2018.00465. eCollection 2018.
The adult brain contains cortical areas thought to be specialized for the analysis of numbers (the putative number form area, NFA) and letters (the visual word form area, VWFA). Although functional development of the VWFA has been investigated, it is largely unknown when and how the NFA becomes specialized and connected to the rest of the brain. One hypothesis is that NFA and VWFA derive their special functions through differential connectivity, but the development of this differential connectivity has not been shown. Here, we mapped the resting state connectivity of NFA and VWFA to the rest of the brain in a large sample ( = 437) of individuals (age 3.2-21 years). We show that within NFA-math network and within VWFA-reading network the strength of connectivity increases with age. The right NFA is significantly connected to the right intraparietal cortex already at the earliest age tested (age 3), before formal mathematical education has begun. This connection might support or enable an early understanding of magnitude or numerosity In contrast, the functional connectivity from NFA to the left anterior intraparietal cortex and to the right dorsolateral prefrontal cortex is not different from the functional connectivity of VWFA to these regions until around 12-14 years of age. The increase in connectivity to these regions was associated with a gradual increase in mathematical ability in an independent sample. In contrast, VWFA connects significantly to Broca's region around age 6, and this connectivity is correlated with reading ability. These results show how the differential connectivity of the networks for mathematics and reading slowly emerges through years of training and education.
成人大脑中包含被认为专门用于数字分析的皮质区域(假定的数字形式区域,NFA)和字母分析的皮质区域(视觉词形区域,VWFA)。尽管已经对VWFA的功能发育进行了研究,但NFA何时以及如何变得专门化并与大脑其他部分建立连接在很大程度上仍是未知的。一种假设是,NFA和VWFA通过差异连接获得其特殊功能,但这种差异连接的发育尚未得到证实。在这里,我们在一个大样本(n = 437)的个体(年龄3.2 - 21岁)中绘制了NFA和VWFA与大脑其他部分的静息态连接图谱。我们发现,在NFA - 数学网络和VWFA - 阅读网络中,连接强度随年龄增长而增加。在最早测试的年龄(3岁),即在正式数学教育开始之前,右侧NFA就与右侧顶内沟皮质有显著连接。这种连接可能支持或促成对数量或数字的早期理解。相比之下,直到大约12 - 14岁,NFA与左侧顶内沟前部皮质以及右侧背外侧前额叶皮质的功能连接与VWFA到这些区域的功能连接并无差异。在一个独立样本中,与这些区域连接性的增加与数学能力的逐渐提高相关。相比之下,VWFA在6岁左右与布洛卡区有显著连接,并且这种连接与阅读能力相关。这些结果表明,数学和阅读网络的差异连接是如何通过多年的训练和教育缓慢形成的。