Brain structural changes following adaptive cognitive training assessed by Tensor-Based Morphometry (TBM)

被引:10
作者
Colom, Roberto [1 ]
Hua, Xue [2 ]
Martinez, Kenia [3 ]
Burgaleta, Miguel [4 ]
Roman, Francisco J. [1 ,5 ]
Gunter, Jeffrey L. [6 ]
Carmona, Susanna [3 ]
Jaeggi, Susanne M. [7 ]
Thompson, Paul M. [2 ]
机构
[1] Univ Autonoma Madrid, E-28049 Madrid, Spain
[2] Univ Southern Calif, Stevens Inst Neuroimaging & Informat, Imaging Genet Ctr, Marina Del Rey, CA USA
[3] Inst Invest Sanitaria Gregorio Maranon, Madrid, Spain
[4] Univ Pompeu Fabra, Barcelona, Spain
[5] Univ Illinois, Beckman Inst Adv Sci & Technol, Urbana, IL USA
[6] Mayo Clin, Rochester, MN USA
[7] Univ Calif Irvine, Irvine, CA 92717 USA
关键词
Working memory training; Brain structural changes; Tensor-Based Morphometry; WORKING-MEMORY; FLUID INTELLIGENCE; INTENSITY NONUNIFORMITY; PLASTICITY; GRAY; CONNECTIVITY; NEURONS;
D O I
10.1016/j.neuropsychologia.2016.07.034
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
Tensor-Based Morphometry (TBM) allows the automatic mapping of brain changes across time building 3D deformation maps. This technique has been applied for tracking brain degeneration in Alzheimer's and other neurodegenerative diseases with high sensitivity and reliability. Here we applied TBM to quantify changes in brain structure after completing a challenging adaptive cognitive training program based on the n-back task. Twenty-six young women completed twenty-four training sessions across twelve weeks and they showed, on average, large cognitive improvements. High-resolution MRI scans were obtained before and after training. The computed longitudinal deformation maps were analyzed for answering three questions: (a) Are there differential brain structural changes in the training group as compared with a matched control group? (b) Are these changes related to performance differences in the training program? (c) Are standardized changes in a set of psychological factors (fluid and crystallized intelligence, working memory, and attention control) measured before and after training, related to structural changes in the brain? Results showed (a) greater structural changes for the training group in the temporal lobe, (b) a negative correlation between these changes and performance across training sessions (the greater the structural change, the lower the cognitive performance improvements), and (c) negligible effects regarding the psychological factors measured before and after training. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:77 / 85
页数:9
相关论文
共 53 条
  • [51] Yarkoni T, 2011, NAT METHODS, V8, P665, DOI [10.1038/NMETH.1635, 10.1038/nmeth.1635]
  • [52] Bias in estimation of hippocampal atrophy using deformation-based morphometry arises from asymmetric global normalization: An illustration in ADNI 3 T MRI data
    Yushkevich, Paul A.
    Avants, Brian B.
    Das, Sandhitsu R.
    Pluta, John
    Altinay, Murat
    Craige, Caryne
    [J]. NEUROIMAGE, 2010, 50 (02) : 434 - 445
  • [53] Plasticity in gray and white: neuroimaging changes in brain structure during learning
    Zatorre, Robert J.
    Fields, R. Douglas
    Johansen-Berg, Heidi
    [J]. NATURE NEUROSCIENCE, 2012, 15 (04) : 528 - 536