TY - JOUR
T1 - Effects of Rest-Break on Mental Fatigue Recovery Determined by a Novel Temporal Brain Network Analysis of Dynamic Functional Connectivity
AU - Qi, Peng
AU - Gao, Lingyun
AU - Meng, Jianjun
AU - Thakor, Nitish
AU - Bezerianos, Anastasios
AU - Sun, Yu
N1 - Funding Information:
Manuscript received August 12, 2019; revised October 17, 2019; accepted November 10, 2019. Date of publication November 13, 2019; date of current version January 8, 2020. This work was supported in part by the Hundred Talents Program of Zhejiang University, in part by the Fundamental Research Funds for the Central Universities under Grant 2018QNA5017 and Grant 2019FZJD005, in part by the National Natural Science Foundation of China under Grant 81801785, in part by the National Science Foundation of Shanghai under Grant 19ZR1478900, in part by the Ministry of Education of Singapore under Grant MOE2014-T2-1-115, and in part by the National University of Singapore under Grant R719-001-102-232. (Corresponding author: Yu Sun.) P. Qi is with the Department of Control Science and Engineering, College of Electronics and Information Engineering, Tongji University, Shanghai 200092, China.
Publisher Copyright:
© 2001-2011 IEEE.
PY - 2020/1
Y1 - 2020/1
N2 - Mental fatigue is growingly considered to be associated with functional brain dysconnectivity. Although conventional wisdom suggests that rest break is an effective countermeasure, the underlying neural mechanisms and how they modulate fatigue-related brain dysconnectivity is largely unknown. Here, we introduce an empirical method to examine the reorganization of dynamic functional connectivity (FC) in a two-session experiment where one session including a mid-task break (Rest) compared to a successive task design in the other session (No-rest). Temporal brain networks were estimated from 20 participants and the spatiotemporal architecture was examined using our newly developed temporal efficiency analysis framework. We showed that taking a mid-task break leads to a restorative effect towards the end of experiment instead of immediate post-rest behaviour benefits. More importantly, we revealed a potential neural basis of our behaviour observation: the reduced spatiotemporal global integrity of temporal brain network in No-rest session was significantly improved with the break opportunity in the last task block of Rest session. Overall, we provided novel evidence to support beneficial effect of rest breaks in both behaviour performance and brain function. Moreover, these findings extended prior static FC studies of mental fatigue and highlight that altered dynamic FC may underlie cognitive fatigue.
AB - Mental fatigue is growingly considered to be associated with functional brain dysconnectivity. Although conventional wisdom suggests that rest break is an effective countermeasure, the underlying neural mechanisms and how they modulate fatigue-related brain dysconnectivity is largely unknown. Here, we introduce an empirical method to examine the reorganization of dynamic functional connectivity (FC) in a two-session experiment where one session including a mid-task break (Rest) compared to a successive task design in the other session (No-rest). Temporal brain networks were estimated from 20 participants and the spatiotemporal architecture was examined using our newly developed temporal efficiency analysis framework. We showed that taking a mid-task break leads to a restorative effect towards the end of experiment instead of immediate post-rest behaviour benefits. More importantly, we revealed a potential neural basis of our behaviour observation: the reduced spatiotemporal global integrity of temporal brain network in No-rest session was significantly improved with the break opportunity in the last task block of Rest session. Overall, we provided novel evidence to support beneficial effect of rest breaks in both behaviour performance and brain function. Moreover, these findings extended prior static FC studies of mental fatigue and highlight that altered dynamic FC may underlie cognitive fatigue.
KW - Mental fatigue recovery
KW - fMRI
KW - spatiotemporal reorganization
KW - temporal efficiency
KW - time-on-task
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U2 - 10.1109/TNSRE.2019.2953315
DO - 10.1109/TNSRE.2019.2953315
M3 - Article
C2 - 31725384
AN - SCOPUS:85078363117
SN - 1534-4320
VL - 28
SP - 62
EP - 71
JO - IEEE Transactions on Neural Systems and Rehabilitation Engineering
JF - IEEE Transactions on Neural Systems and Rehabilitation Engineering
IS - 1
M1 - 8897585
ER -