Meta-analysis of variance in tDCS effects on response inhibition

被引:2
|
作者
Lasogga, Luca [1 ,7 ]
Gramegna, Chiara [2 ]
Mueller, Dario [1 ]
Habel, Ute [1 ,3 ]
Mehler, David M. A. [1 ,4 ,5 ]
Gur, Ruben C. [6 ]
Weidler, Carmen [1 ]
机构
[1] Rhein Westfal TH Aachen, Fac Med, Dept Psychiat Psychotherapy & Psychosomat, Pauwelsstr 30, D-52074 Aachen, North Rhine Wes, Germany
[2] Univ Milano Bicocca, Sch Med & Surg, PhD Program Neurosci, Monza, Italy
[3] Res Ctr Julich, Inst Neurosci & Med, Inst Brain Struct Funct Relationship INM 10, JARA, Wilhelm Johnen Str, D-52438 Julich, Germany
[4] Univ Munster, Inst Translat Psychiat, D-48149 Munster, Germany
[5] Cardiff Univ, Brain Res Imaging Ctr CUBR, Sch Psychol, Cardiff CF24 4HQ, Wales
[6] Univ Penn, Perelman Sch Med, Dept Psychiat, Brain Behav Labs, Philadelphia, PA USA
[7] Off 117,Wendlingweg 2, D-52074 Aachen, Germany
来源
SCIENTIFIC REPORTS | 2024年 / 14卷 / 01期
关键词
Response inhibition; Transcranial direct current stimulation; Coefficient of variation ratio; Inter-individual differences; DIRECT-CURRENT STIMULATION; DORSOLATERAL PREFRONTAL CORTEX; OBSESSIVE-COMPULSIVE DISORDER; INFERIOR FRONTAL GYRUS; BRAIN STRUCTURE; MOTOR CORTEX; VARIABILITY; EMOTION; MEMORY;
D O I
10.1038/s41598-024-70065-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Deficiencies in response inhibition are associated with numerous mental health conditions, warranting innovative treatments. Transcranial direct current stimulation (tDCS), a non-invasive brain stimulation technique, modulates cortical excitability and has shown promise in improving response inhibition. However, tDCS effects on response inhibition often yield contradictory findings. Previous research emphasized the importance of inter-individual factors that are mostly ignored in conventional meta-analyses of mean effects. We aimed to fill this gap and promote the complementary use of the coefficient of variation ratio and standardized mean effects. The systematic literature search included single-session and sham-controlled tDCS studies utilizing stop-signal task or Go-NoGo tasks, analyzing 88 effect sizes from 53 studies. Considering the impact of inter-individual factors, we hypothesized that variances increase in the active versus sham tDCS. However, the results showed that variances between both groups did not differ. Additionally, analyzing standardized mean effects supported previous research showing an improvement in the stop-signal task but not in the Go-NoGo task following active tDCS. These findings suggest that inter-individual differences do not increase variances in response inhibition, implying that the heterogeneity cannot be attributed to higher variance in response inhibition during and after active tDCS. Furthermore, methodological considerations are crucial for tDCS efficacy.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] An effect size for variance heterogeneity in meta-analysis
    Harwell, Michael
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2021, 50 (07) : 1955 - 1970
  • [22] Effects of transcranial direct current stimulation (tDCS) on balance improvement: a systematic review and meta-analysis
    Soares de Moura, Maria Clara D.
    Hazime, Fuad A.
    Marotti Aparicio, Luana V.
    Grecco, Luanda A. C.
    Brunoni, Andre R.
    Hasue, Renata Hydee
    SOMATOSENSORY AND MOTOR RESEARCH, 2019, 36 (02): : 122 - 135
  • [23] A systematic review and meta-analysis of the effects of transcranial direct current stimulation (tDCS) on episodic memory
    Galli, Giulia
    Vadillo, Miguel A.
    Sirota, Miroslav
    Feurra, Matteo
    Medvedeva, Angela
    BRAIN STIMULATION, 2019, 12 (02) : 231 - 241
  • [24] A random effects variance shift model for detecting and accommodating outliers in meta-analysis
    Gumedze, Freedom N.
    Jackson, Dan
    BMC MEDICAL RESEARCH METHODOLOGY, 2011, 11
  • [25] A random effects variance shift model for detecting and accommodating outliers in meta-analysis
    Freedom N Gumedze
    Dan Jackson
    BMC Medical Research Methodology, 11
  • [26] Weighting by Inverse Variance or by Sample Size in Random-Effects Meta-Analysis
    Marin-Martinez, Fulgencio
    Sanchez-Meca, Julio
    EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT, 2010, 70 (01) : 56 - 73
  • [27] The Effects of Transcranial Direct Current Stimulation (tDCS) on the Cognitive Functions: A Systematic Review and Meta-analysis
    Narmashiri, Abdolvahed
    Akbari, Fatemeh
    NEUROPSYCHOLOGY REVIEW, 2023, 35 (1) : 126 - 152
  • [28] The effects of anodal tDCS on pain reduction in people with knee osteoarthritis: A systematic review and meta-analysis
    Dissanayaka, Thusharika
    Nakandala, Piumi
    Malwanage, Kavinda
    Hill, Aron T.
    Ashthree, Deborah N.
    Lane, Melissa M.
    Travica, Nikolaj
    Gamage, Elizabeth
    Marx, Wolfgang
    Jaberzadeh, Shapour
    NEUROPHYSIOLOGIE CLINIQUE-CLINICAL NEUROPHYSIOLOGY, 2023, 53 (06):
  • [29] Effects and potential mechanisms of transcranial direct current stimulation (tDCS) on auditory hallucinations: A meta-analysis
    Yang, Fuyin
    Fang, Xinyu
    Tang, Wei
    Hui, Li
    Chen, Yan
    Zhang, Chen
    Tian, Xing
    PSYCHIATRY RESEARCH, 2019, 273 : 343 - 349
  • [30] Fixed effects and variance components estimation in three-level meta-analysis
    Konstantopoulos, Spyros
    RESEARCH SYNTHESIS METHODS, 2011, 2 (01) : 61 - 76