TY - JOUR
T1 - Enhanced intersubject similarity in functional connectivity by long-term abacus training
AU - Zhang, Yi
AU - Xu, Tianyong
AU - Han, Xiao
AU - Wang, Yanjie
AU - Liu, Huafeng
AU - Zhou, Changsong
AU - Chen, Feiyan
N1 - Funding Information:
This study was supported in part by the National Natural Science Foundation of China (No. 32071096); the National Social Science Foundation (No. 17ZDA323); the Hong Kong Baptist University Research Committee Interdisciplinary Research Matching Scheme 2018/19 (IRMS/18-19/SCI01); and the Recruitment Program of Global Experts of Zhejiang Province.
Publisher Copyright:
© The Author(s) 2023.
PY - 2023/7/1
Y1 - 2023/7/1
N2 - The individual difference of intrinsic functional connectivity is increasingly acknowledged to be biologically informative and behaviorally relevant. However, such valuable information is still discounted as a stochastic variation in previous studies of cognitive training. Here, we explored the plasticity of intersubject similarity in functional connectivity (ISFC), induced by long-term abacus-based mental calculation (AMC) training. Using a longitudinal dataset (AMC: n = 40, 5-year training; Control: n = 43), we found robust training effect of enhanced ISFC, after accounting for the factor of development. Notably, the enhancement focused on selective subsets of FCs, or the "critical FCs," which predominantly impacted the default-mode and visual networks. Using a cross-sectional dataset with a larger sample (AMC: n = 93, 1/3/5-year training; Control: n = 110), we observed that the "critical FCs" and its intersubject similarity could predict mental calculation ability and its intersubject similarity, respectively, in the AMC group. However, such predictions cannot be generalized to the control group, suggesting that long-term training may be a prerequisite for establishing such brain-behavior relationships. Jointly, our findings implicated that the enhanced ISFC with profound impact on the default-mode network could be a plastic change that is associated with behavioral gains of training.
AB - The individual difference of intrinsic functional connectivity is increasingly acknowledged to be biologically informative and behaviorally relevant. However, such valuable information is still discounted as a stochastic variation in previous studies of cognitive training. Here, we explored the plasticity of intersubject similarity in functional connectivity (ISFC), induced by long-term abacus-based mental calculation (AMC) training. Using a longitudinal dataset (AMC: n = 40, 5-year training; Control: n = 43), we found robust training effect of enhanced ISFC, after accounting for the factor of development. Notably, the enhancement focused on selective subsets of FCs, or the "critical FCs," which predominantly impacted the default-mode and visual networks. Using a cross-sectional dataset with a larger sample (AMC: n = 93, 1/3/5-year training; Control: n = 110), we observed that the "critical FCs" and its intersubject similarity could predict mental calculation ability and its intersubject similarity, respectively, in the AMC group. However, such predictions cannot be generalized to the control group, suggesting that long-term training may be a prerequisite for establishing such brain-behavior relationships. Jointly, our findings implicated that the enhanced ISFC with profound impact on the default-mode network could be a plastic change that is associated with behavioral gains of training.
KW - abacus training
KW - functional plasticity
KW - individual difference
KW - long-term cognitive training
KW - resting-state fMRI
UR - http://www.scopus.com/inward/record.url?scp=85164237567&partnerID=8YFLogxK
U2 - 10.1093/cercor/bhad146
DO - 10.1093/cercor/bhad146
M3 - Journal article
C2 - 37170657
AN - SCOPUS:85164237567
SN - 1047-3211
VL - 33
SP - 8633
EP - 8644
JO - Cerebral Cortex
JF - Cerebral Cortex
IS - 13
ER -