Starling-Alves Isabella, Shanley Lina, Cook Madison A, Sabb Fred W, Smith Jolinda, Clarke Ben, Wilkey Eric D
Department of Psychology & Human Development, Peabody College, Vanderbilt University, Nashville, TN, USA.
Center on Teaching and Learning, University of Oregon, Eugene, OR, USA.
Sci Rep. 2025 Jul 24;15(1):27013. doi: 10.1038/s41598-025-12809-7.
Approximately 25% of school-age children experience mathematics difficulties (MD). Mathematics skills have been correlated with resting-state functional connectivity (rsFC) between parietal brain regions, including the intraparietal sulcus (IPS) and the angular gyrus (AG), and a fronto-parietal network. However, the patterns of rsFC in children with MD remain less clear. This study conducted a seed-to-voxel analysis contrasting the rsFC profiles of 46 1st graders with MD (mean age = 6.95, sd = 0.34) and 60 1st graders with typical achievement (mean age = 7.08, sd = 0.38) in subdivisions of the intraparietal sulcus (hIP1, hIP2, and hIP3) and the angular gyrus (PGa, and PGp), bilaterally. Results suggested a pattern of hyperconnectivity between the right hIP2 and the left hippocampus and hypoconnectivity between the right PGa and the right ventral occipito-temporal cortex in children with MD. A multivariate classification analysis based on the rsFC maps extracted from the IPS and AG subdivisions indicated that a support-vector machine classifier distinguished between groups with accuracy above chance, particularly based on the rsFC of the left hIP1, the right hIP3, and the left PGp. These findings suggest atypical rsFC in the IPS and the AG in MD, with patterns of both hyper- and hypoconnectivity.
约25%的学龄儿童存在数学困难(MD)。数学技能与顶叶脑区(包括顶内沟(IPS)和角回(AG))以及额顶网络之间的静息态功能连接(rsFC)相关。然而,MD儿童的rsFC模式仍不太清楚。本研究进行了一项种子点到体素分析,对比了46名患有MD的一年级学生(平均年龄 = 6.95,标准差 = 0.34)和60名成绩正常的一年级学生(平均年龄 = 7.08,标准差 = 0.38)在双侧顶内沟(hIP1、hIP2和hIP3)和角回(PGa和PGp)各亚区的rsFC图谱。结果表明,MD儿童右侧hIP2与左侧海马之间存在高连接模式,右侧PGa与右侧枕颞腹侧皮质之间存在低连接模式。基于从IPS和AG亚区提取的rsFC图谱进行的多变量分类分析表明,支持向量机分类器能够以高于机遇的准确率区分不同组,特别是基于左侧hIP1、右侧hIP3和左侧PGp的rsFC。这些发现表明,MD患者的IPS和AG存在非典型的rsFC,既有高连接模式,也有低连接模式。