Cognitive Training with Neurofeedback Using NIRS Improved Cognitive Functions in Young Adults: Evidence from a Randomized Controlled Trial
(1) Background: A previous study has shown that cognitive training with neurofeedback (CT-NF) using down-regulation improves cognitive functions in young adults. Neurofeedback has two strategies for manipulating brain activity (down-regulation and upregulation). However, the benefit of CT-NF with th...
Main Authors: | , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-12-01
|
Series: | Brain Sciences |
Subjects: | |
Online Access: | https://www.mdpi.com/2076-3425/12/1/5 |
_version_ | 1797495481914359808 |
---|---|
author | Rui Nouchi Haruka Nouchi Jerome Dinet Ryuta Kawashima |
author_facet | Rui Nouchi Haruka Nouchi Jerome Dinet Ryuta Kawashima |
author_sort | Rui Nouchi |
collection | DOAJ |
description | (1) Background: A previous study has shown that cognitive training with neurofeedback (CT-NF) using down-regulation improves cognitive functions in young adults. Neurofeedback has two strategies for manipulating brain activity (down-regulation and upregulation). However, the benefit of CT-NF with the upregulation of cognitive functions is still unknown. In this study, we investigated whether the upregulation of CT-NF improves a wide range of cognitive functions compared to cognitive training alone. (2) Methods: In this double-blinded randomized control trial (RCT), 60 young adults were randomly assigned to one of three groups: CT-NF group, CT alone group, and an active control (ACT) group who played a puzzle game. Participants in the three groups used the same device (tablet PC and 2ch NIRS (near-infrared spectroscopy)) and performed the training game for 20 min every day for four weeks. We measured brain activity during training in all groups, but only CT-NFs received NF. We also measured a wide range of cognitive functions before and after the intervention period. (3) Results: The CT-NF groups showed superior beneficial effects on episodic memory, working memory, and attention compared to the CT alone and ACT groups. In addition, the CT-NF group showed an increase in brain activity during CT, which was associated with improvements in cognitive function. (4) Discussion: This study first demonstrated that the CT-NF using the upregulation strategy has beneficial effects on cognitive functions compared to the CT alone. Our results suggest that greater brain activities during CT would enhance a benefit from CT. |
first_indexed | 2024-03-10T01:49:17Z |
format | Article |
id | doaj.art-9a47c1fa64544d0889a877852e5dc31e |
institution | Directory Open Access Journal |
issn | 2076-3425 |
language | English |
last_indexed | 2024-03-10T01:49:17Z |
publishDate | 2021-12-01 |
publisher | MDPI AG |
record_format | Article |
series | Brain Sciences |
spelling | doaj.art-9a47c1fa64544d0889a877852e5dc31e2023-11-23T13:08:33ZengMDPI AGBrain Sciences2076-34252021-12-01121510.3390/brainsci12010005Cognitive Training with Neurofeedback Using NIRS Improved Cognitive Functions in Young Adults: Evidence from a Randomized Controlled TrialRui Nouchi0Haruka Nouchi1Jerome Dinet2Ryuta Kawashima3Department of Cognitive Health Science, Institute of Development, Aging and Cancer (IDAC), Tohoku University, Sendai 980-8575, JapanDepartment of Cognitive Health Science, Institute of Development, Aging and Cancer (IDAC), Tohoku University, Sendai 980-8575, JapanDepartment of Psychology, Université de Lorraine, F-54000 Nancy, FranceSmart Aging Research Center (S.A.R.C.), Tohoku University, Seiryo-Machi 4-1, Sendai 980-8575, Japan(1) Background: A previous study has shown that cognitive training with neurofeedback (CT-NF) using down-regulation improves cognitive functions in young adults. Neurofeedback has two strategies for manipulating brain activity (down-regulation and upregulation). However, the benefit of CT-NF with the upregulation of cognitive functions is still unknown. In this study, we investigated whether the upregulation of CT-NF improves a wide range of cognitive functions compared to cognitive training alone. (2) Methods: In this double-blinded randomized control trial (RCT), 60 young adults were randomly assigned to one of three groups: CT-NF group, CT alone group, and an active control (ACT) group who played a puzzle game. Participants in the three groups used the same device (tablet PC and 2ch NIRS (near-infrared spectroscopy)) and performed the training game for 20 min every day for four weeks. We measured brain activity during training in all groups, but only CT-NFs received NF. We also measured a wide range of cognitive functions before and after the intervention period. (3) Results: The CT-NF groups showed superior beneficial effects on episodic memory, working memory, and attention compared to the CT alone and ACT groups. In addition, the CT-NF group showed an increase in brain activity during CT, which was associated with improvements in cognitive function. (4) Discussion: This study first demonstrated that the CT-NF using the upregulation strategy has beneficial effects on cognitive functions compared to the CT alone. Our results suggest that greater brain activities during CT would enhance a benefit from CT.https://www.mdpi.com/2076-3425/12/1/5neurofeedbackcognitive trainingcognitive improvementNIRSdorsolateral prefrontal cortex |
spellingShingle | Rui Nouchi Haruka Nouchi Jerome Dinet Ryuta Kawashima Cognitive Training with Neurofeedback Using NIRS Improved Cognitive Functions in Young Adults: Evidence from a Randomized Controlled Trial Brain Sciences neurofeedback cognitive training cognitive improvement NIRS dorsolateral prefrontal cortex |
title | Cognitive Training with Neurofeedback Using NIRS Improved Cognitive Functions in Young Adults: Evidence from a Randomized Controlled Trial |
title_full | Cognitive Training with Neurofeedback Using NIRS Improved Cognitive Functions in Young Adults: Evidence from a Randomized Controlled Trial |
title_fullStr | Cognitive Training with Neurofeedback Using NIRS Improved Cognitive Functions in Young Adults: Evidence from a Randomized Controlled Trial |
title_full_unstemmed | Cognitive Training with Neurofeedback Using NIRS Improved Cognitive Functions in Young Adults: Evidence from a Randomized Controlled Trial |
title_short | Cognitive Training with Neurofeedback Using NIRS Improved Cognitive Functions in Young Adults: Evidence from a Randomized Controlled Trial |
title_sort | cognitive training with neurofeedback using nirs improved cognitive functions in young adults evidence from a randomized controlled trial |
topic | neurofeedback cognitive training cognitive improvement NIRS dorsolateral prefrontal cortex |
url | https://www.mdpi.com/2076-3425/12/1/5 |
work_keys_str_mv | AT ruinouchi cognitivetrainingwithneurofeedbackusingnirsimprovedcognitivefunctionsinyoungadultsevidencefromarandomizedcontrolledtrial AT harukanouchi cognitivetrainingwithneurofeedbackusingnirsimprovedcognitivefunctionsinyoungadultsevidencefromarandomizedcontrolledtrial AT jeromedinet cognitivetrainingwithneurofeedbackusingnirsimprovedcognitivefunctionsinyoungadultsevidencefromarandomizedcontrolledtrial AT ryutakawashima cognitivetrainingwithneurofeedbackusingnirsimprovedcognitivefunctionsinyoungadultsevidencefromarandomizedcontrolledtrial |