Prefrontal coherence in the delta, theta, alpha, and beta frequency bands in response to cathodic high-definition transcranial direct current stimulation in professional basketball players during preparation for free-throw shooting bouts
DOI:
https://doi.org/10.17267/2965-3738bis.2025.e6265Keywords:
Neuromodulation, Functional Connectivity, Spectral Frequencies, Qualitative EEG, Team-sportsAbstract
INTRODUCTION: Cathodic high-definition transcranial direct current stimulation (HD-tDCS has been shown to modulate cerebral activity. OBJECTIVES: This study examined if cathodic high-definition transcranial direct current stimulation (HD-tDCS) could modulate cortical coherence during the preparation for free-throw shooting in professional female basketball players. METHODS AND MATERIALS: The cortical activity was measured using electroencephalography (EEG) and the spectral bands δ (0.5–≤4 Hz), theta θ (>4–≤8 Hz), alpha α (>8–≤13 Hz), and beta β (>13–≤30 Hz) were analyzed. Only successful free throws (n = 1,893) were considered. Multi-channel HD-tDCS (cathodic and sham) was applied for 20 minutes prior to bouts of shooting. RESULTS AND CONCLUSION: For FP1-F3 (channels) coherence, there was an interaction effect for delta (F = 5.93; p = 0.03), theta (F = 11.38; p = 0.008), alpha (F = 15.33; p = 0.004), but not for beta band (F = 0.875; p = 0.37). The post-hoc analysis revealed significant differences between post-cathodic HD-tDCS and pre-cathodic HD-tDCS, and post-cathodic HD-tDCS and post-sham HD-tDCS. These differences were due to increases in these spectral bands’ coherence following the cathodic stimulation. No changes or differences in coherence were observed for other pairs of channels regardless of the HD-tDCS condition. These findings suggest that the effects are relatively focal, inducing changes primarily in the left pre-frontal hemisphere while preserving inter-hemispheric connectivity.
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References
1. Aglioti SM, Cesari P, Romani M, Urgesi C. Action anticipation and motor resonance in elite basketball players. Nat Neurosci. 2008;11(9):1109–16. https://doi.org/10.1038/nn.2182
2. Vickers JN, Causer J, Vanhooren D. The Role of Quiet Eye Timing and Location in the Basketball Three-Point Shot: A New Research Paradigm. Front Psychol. 2019;10:2424. https://doi.org/10.3389/fpsyg.2019.02424
3. Moscaleski LA, Fonseca A, Brito R, Morya E, Morgans R, Moreira A, et al. Does high-definition transcranial direct current stimulation change brain electrical activity in professional female basketball players during free-throw shooting?. Front Neuroergonomics. 2022;3:932542. https://doi.org/10.3389/fnrgo.2022.932542
4. Salin PA, Bullier J. Corticocortical connections in the visual system: structure and function. Physiol Rev. 1995;75(1):107–54. https://doi.org/10.1152/physrev.1995.75.1.107
5. Sporns O, Chialvo DR, Kaiser M, Hilgetag CC. Organization, development and function of complex brain networks. Trends Cogn Sci. 2004;8(9):418–25. https://doi.org/10.1016/j.tics.2004.07.008
6. Cordes D, Haughton VM, Arfanakis K, Wendt GJ, Turski PA, Moritz CH, et al. Mapping functionally related regions of brain with functional connectivity MR imaging. AJNR Am J Neuroradiol [Internet]. 2000;21(9):1636–44. Cited: PMID: 11039342
7. Fox MD, Raichle ME. Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat Rev Neurosci. 2007;8(9):700–11. https://doi.org/10.1038/nrn2201
8. Deeny SP, Hillman CH, Janelle CM, Hatfield BD. Cortico-cortical communication and superior performance in skilled marksmen: An EEG coherence analysis. J Sport Exerc Psychol. 2003;25(2):188–204. https://doi.org/10.1123/jsep.25.2.188
9. Konttinen N, Lyytinen H, Viitasalo J. Rifle-balancing in precision shooting: behavioral aspects and psychophysiological implication. Scand J Med Sci Sports. 1998;8(2):78–83. https://doi.org/10.1111/j.1600-0838.1998.tb00172.x
10. Wang KP, Cheng MY, Chen TT, Huang CJ, Schack T, Hung TM. Successful motor performance of a difficult task: reduced cognitive-motor coupling. Sport Exerc Perform Psychol. 2022;11(2):174–84. http://doi.org/10.1037/spy0000279
11. Woo M, Kim Y. Inter- and Intrahemispheric EEG Coherence and Visuomotor Performance During Shooting Competition and Practice. Percept Mot Skills. 2017;124(4):830–45. https://doi.org/10.1177/0031512517709150
12. Machado DGDS, Unal G, Andrade SM, Moreira A, Altimari LR, Brunoni AR, et al. Effect of transcranial direct current stimulation on exercise performance: a systematic review and meta-analysis. Brain Stimul. 2019;12(3):593–605. https://doi.org/10.1016/j.brs.2018.12.227
13. Moreira A, Machado DGS, Moscaleski LA, Baptista AF, Li LM, Edgard Morya, et al. tDCS in exercise, sport performance, and recovery process. In: Brunoni AR, Nitsche MA, Loo CK, editors. Transcranial Direct Current Stimulation in Neuropsychiatric Disorders. Springer, Cham. 2021;323–34. https://doi.org/10.1007/978-3-030-76136-3_18
14. Edwards DJ, Cortes M, Wortman-Jutt S, Putrino D, Bikson M, et al. Transcranial direct current stimulation and sports performance. Front Hum Neurosci. 2017;11:243. https://doi.org/10.3389/fnhum.2017.00243
15. Zhu FF, Yeung AY, Poolton JM, Lee TM, Leung GK, Masters RS. Cathodal Transcranial Direct Current Stimulation Over Left Dorsolateral Prefrontal Cortex Area Promotes Implicit Motor Learning in a Golf Putting Task. Brain Stimul. 2015;8(4):784–6. https://doi.org/10.1016/j.brs.2015.02.005
16. Polanía R, Nitsche MA, Paulus W. Modulating functional connectivity patterns and topological functional organization of the human brain with transcranial direct current stimulation. Hum Brain Mapp. 2011;32(8):1236–49. https://doi.org/10.1002/hbm.21104
17. Claaß LV, Hedrich A, Reinelt J, Sehm B, Villringer A, Schlagenhauf F, et al. Influence of noninvasive brain stimulation on connectivity and local activation: a combined tDCS and fMRI study. Eur Arch Psychiatry Clin Neurosci. 2024;274(4):827–35. https://doi.org/10.1007/s00406-023-01666-y
18. Klem GH, Lüders HO, Jasper HH, Elger C. The ten-twenty electrode system of the International Federation. Electroencephalogr Clin Neurophysiol Suppl [Internet]. 1999;52:3–6. Cited: PMID: 10590970
19. Fertonani A, Ferrari C, Miniussi C. What do you feel if I apply transcranial electric stimulation? Safety, sensations and secondary induced effects. Clin Neurophysiol. 2015;126(11):2181–8. https://doi.org/10.1016/j.clinph.2015.03.015
20. Kroger J, Kim C. Frontopolar cortex specializes for manipulation of structured information. Front Syst Neurosci. 2022;16:788395. https://doi.org/10.3389/fnsys.2022.788395
21. Jung J, Lambon Ralph MA, Jackson RL. Subregions of DLPFC display graded yet distinct structural and functional connectivity. J Neurosci. 2022;42(15):3241–52. https://doi.org/10.1523/JNEUROSCI.1216-21.2022
22. Petrides M. Lateral prefrontal cortex: architectonic and functional organization. Philos Trans R Soc Lond B Biol Sci. 2005;360(1456):781–95. https://doi.org/10.1098/rstb.2005.1631
23. Yeterian EH, Pandya DN, Tomaiuolo F, Petrides M. The cortical connectivity of the prefrontal cortex in the monkey brain. Cortex. 2012;48(1):58–81. https://doi.org/10.1016/j.cortex.2011.03.004
24. Mosayebi-Samani M, Agboada D, Mutanen TP, Haueisen J, Kuo MF, Nitsche MA. Transferability of cathodal tDCS effects from the primary motor to the prefrontal cortex: a multimodal TMS-EEG study. Brain Stimul. 2023;16(2):515–39. https://doi.org/10.1016/j.brs.2023.02.010
25. Morya E, Monte-Silva K, Bikson M, Esmaeilpour Z, Biazoli CE Jr, Fonseca A, et al. Beyond the target area: an integrative view of tDCS-induced motor cortex modulation in patients and athletes. J Neuroeng Rehabil. 2019;16(1):141. https://doi.org/10.1186/s12984-019-0581-1
26. Nitsche MA, Paulus W. Sustained excitability elevations induced by transcranial DC motor cortex stimulation in humans. Neurology. 2001;57(10):1899–901. https://doi.org/10.1212/wnl.57.10.1899
27. Cheng MY, Wang KP, Hung CL, Tu YL, Huang CJ, Koester D, et al. Higher power of sensorimotor rhythm is associated with better performance in skilled air-pistol shooters. Psychol Sport Exerc. 2017;32:47–53. https://doi.org/10.1016/j.psychsport.2017.05.007
28. Wang KP, Cheng MY, Chen TT, Huang CJ, Schack T, Hung TM. Elite golfers are characterized by psychomotor refinement in cognitive-motor processes. Psychol Sport Exerc. 2020;50:101739. https://doi.org/10.1016/j.psychsport.2020.101739
29. Raman D, Filho E. The relationship between T7-Fz alpha coherence and peak performance in self-paced sports: a meta-analytical review. Exp Brain Res. 2024;242(4):1253–65. https://doi.org/10.1007/s00221-024-06833-8
30. Parr JVV, Gallicchio G, Wood G. Comments on "The relationship between T7 Fz alpha coherence and peak performance in self paced sports: a meta analytical review" (Raman, Filho, Exp Brain., 2024): a verbal (analytical) disagreement. Exp Brain Res. 2024;242(9):2487–8. https://doi.org/10.1007/s00221-024-06916-6
31. Gu F, Gong A, Qu Y, Bao A, Wu J, Jiang C, et al. From Expert to Elite? - Research on Top Archer's EEG Network Topology. Front Hum Neurosci. 2022;16:759330. https://doi.org/10.3389/fnhum.2022.759330
32. Kunze T, Hunold A, Haueisen J, Jirsa V, Spiegler A. Transcranial direct current stimulation changes resting state functional connectivity: a large-scale brain network modeling study. Neuroimage. 2016;140:174–87. https://doi.org/10.1016/j.neuroimage.2016.02.015
33. Sehm B, Schäfer A, Kipping J, Margulies D, Conde V, Taubert M, et al. Dynamic modulation of intrinsic functional connectivity by transcranial direct current stimulation. J Neurophysiol. 2012;108(12):3253–63. https://doi.org/10.1152/jn.00606.2012
34. Antal A, Terney D, Kühnl S, Paulus W. Anodal transcranial direct current stimulation of the motor cortex ameliorates chronic pain and reduces short intracortical inhibition. J Pain Symptom Manage. 2010;39(5):890–3. https://doi.org/10.1016/j.jpainsymman.2009.09.023
35. Fregni F, Pascual-Leone A. Technology insight: noninvasive brain stimulation in neurology-perspectives on the therapeutic potential of rTMS and tDCS. Nat Clin Pract Neurol. 2007;3(7):383–93. https://doi.org/10.1038/ncpneuro0530
36. Northoff G. Immanuel Kant's mind and the brain's resting state. Trends Cogn Sci. 2012;16(7):356–9. https://doi.org/10.1016/j.tics.2012.06.001
37. Logothetis NK, Murayama Y, Augath M, Steffen T, Werner J, Oeltermann A. How not to study spontaneous activity. Neuroimage. 2009;45(4):1080–9. https://doi.org/10.1016/j.neuroimage.2009.01.010
38. Gibson EM, Purger D, Mount CW, Goldstein AK, Lin GL, Wood LS, et al. Neuronal activity promotes oligodendrogenesis and adaptive myelination in the mammalian brain. Science. 2014;344(6183):1252304. https://doi.org/10.1126/science.1252304
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Copyright (c) 2025 Luciane Aparecida Moscaleski, Alexandre Hideki Okano, Edgard Morya, André Fonseca, Luccas da Cunha Laste, Marom Bikson, Ryland Morgans, Alexandre Moreira

This work is licensed under a Creative Commons Attribution 4.0 International License.
This work is licensed under a Creative Commons Attribution 4.0 International License.
