Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York City, New York, USA.
Department of Psychiatry, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada.
Hum Brain Mapp. 2022 Jan;43(1):431-451. doi: 10.1002/hbm.25364. Epub 2021 Feb 17.
Delineating the association of age and cortical thickness in healthy individuals is critical given the association of cortical thickness with cognition and behavior. Previous research has shown that robust estimates of the association between age and brain morphometry require large-scale studies. In response, we used cross-sectional data from 17,075 individuals aged 3-90 years from the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Consortium to infer age-related changes in cortical thickness. We used fractional polynomial (FP) regression to quantify the association between age and cortical thickness, and we computed normalized growth centiles using the parametric Lambda, Mu, and Sigma method. Interindividual variability was estimated using meta-analysis and one-way analysis of variance. For most regions, their highest cortical thickness value was observed in childhood. Age and cortical thickness showed a negative association; the slope was steeper up to the third decade of life and more gradual thereafter; notable exceptions to this general pattern were entorhinal, temporopolar, and anterior cingulate cortices. Interindividual variability was largest in temporal and frontal regions across the lifespan. Age and its FP combinations explained up to 59% variance in cortical thickness. These results may form the basis of further investigation on normative deviation in cortical thickness and its significance for behavioral and cognitive outcomes.
鉴于皮质厚度与认知和行为之间存在关联,明确健康个体的年龄与皮质厚度之间的关联至关重要。先前的研究表明,需要大规模研究才能得出皮质厚度与年龄之间关联的稳健估计值。有鉴于此,我们使用来自增强神经影像学遗传学荟萃分析 (ENIGMA) 联盟的 17075 名年龄在 3-90 岁之间的个体的横断面数据来推断皮质厚度的年龄相关性变化。我们使用分数多项式 (FP) 回归来量化年龄与皮质厚度之间的关联,并使用参数 Lambda、Mu 和 Sigma 方法计算标准化生长百分位数。使用荟萃分析和单向方差分析估计个体间的变异性。对于大多数区域,皮质厚度的最高值出现在童年时期。年龄和皮质厚度呈负相关;斜率在生命的第三个十年前较为陡峭,此后较为平缓;这种一般模式的明显例外是内嗅皮质、颞极和前扣带皮质。在整个生命周期中,颞叶和额叶区域的个体间变异性最大。年龄及其 FP 组合可以解释皮质厚度高达 59%的变异性。这些结果可能为进一步研究皮质厚度的正常偏差及其对行为和认知结果的意义奠定基础。