Bender Andrew R, Prindle John J, Brandmaier Andreas M, Raz Naftali
Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany.
Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany.
Neuroimage. 2016 May 1;131:193-204. doi: 10.1016/j.neuroimage.2015.10.085. Epub 2015 Nov 3.
Numerous cross-sectional studies have used diffusion tensor imaging (DTI) to link age-related differences in white matter (WM) anisotropy and concomitant decrements in cognitive ability. Due to a dearth of longitudinal evidence, the relationship between changes in diffusion properties of WM and cognitive performance remains unclear. Here we examine the relationship between two-year changes in WM organization and cognitive performance in healthy adults (N=96, age range at baseline=18-79 years). We used latent change score models (LCSM) to evaluate changes in age-sensitive cognitive abilities - fluid intelligence and associative memory. WM changes were assessed by fractional anisotropy (FA), axial diffusivity (AD), and radial diffusivity (RD) in WM regions that are considered part of established memory networks and exhibited individual differences in change. In modeling change, we postulated reciprocal paths between baseline measures and change factors, within and between WM and cognition domains, and accounted for individual differences in baseline age. Although baseline cross-sectional memory performance was positively associated with FA and negatively with RD, longitudinal effects told an altogether different story. Independent of age, longitudinal improvements in associative memory were significantly associated with linear reductions in FA and increases in RD. The present findings demonstrate the sensitivity of DTI-derived indices to changes in the brain and cognition and affirm the importance of longitudinal models for evaluating brain-cognition relations.
众多横断面研究已使用扩散张量成像(DTI)来关联白质(WM)各向异性与年龄相关的差异以及认知能力随之出现的下降。由于缺乏纵向证据,WM扩散特性变化与认知表现之间的关系仍不明确。在此,我们研究了健康成年人(N = 96,基线年龄范围 = 18 - 79岁)中WM组织两年变化与认知表现之间的关系。我们使用潜在变化分数模型(LCSM)来评估对年龄敏感的认知能力——流体智力和联想记忆的变化。通过分数各向异性(FA)、轴向扩散率(AD)和径向扩散率(RD),在被认为是既定记忆网络一部分且在变化方面存在个体差异的WM区域中评估WM变化。在对变化进行建模时,我们假设了基线测量与变化因素之间、WM与认知领域内部及之间的相互作用路径,并考虑了基线年龄的个体差异。尽管基线横断面记忆表现与FA呈正相关,与RD呈负相关,但纵向效应却截然不同。与年龄无关,联想记忆的纵向改善与FA的线性降低和RD的增加显著相关。本研究结果证明了DTI衍生指标对大脑和认知变化的敏感性,并肯定了纵向模型在评估脑 - 认知关系方面的重要性。