INRAE, INSERM, Univ Rennes, CHU Rennes, Nutrition Metabolisms and Cancer, NuMeCan, Rennes, France.
Inria, CRNS, Inserm, IRISA UMR 6074, Empenn U1228, Univ Rennes, Rennes, France.
PLoS One. 2023 Aug 16;18(8):e0290005. doi: 10.1371/journal.pone.0290005. eCollection 2023.
Neurofeedback (NF) training is a promising preventive and therapeutic approach for brain and behavioral impairments, the dorsolateral prefrontal cortex (DL-PFC) being a relevant region of interest. Functional near-infrared spectroscopy (NIRS) has recently been applied in NF training. However, this approach is highly sensitive to extra-cerebral vascularization, which could bias measurements of cortical activity. Here, we examined the feasibility of a NF training targeting the DL-PFC and its specificity by assessing the impact of physiological confounds on NF success via short-channel offline correction under different signal filtering conditions. We also explored whether the individual mental strategies affect the NF success. Thirty volunteers participated in a single 15-trial NF session in which they had to increase the oxy-hemoglobin (HbO2) level of their bilateral DL-PFC. We found that 0.01-0.09 Hz band-pass filtering was more suited than the 0.01-0.2 Hz band-pass filter to highlight brain activation restricted to the NF channels in the DL-PFC. Retaining the 10 out of 15 best trials, we found that 18 participants (60%) managed to control their DL-PFC. This number dropped to 13 (43%) with short-channel correction. Half of the participants reported a positive subjective feeling of control, and the "cheering" strategy appeared to be more effective in men (p<0.05). Our results showed successful DL-PFC fNIRS-NF in a single session and highlighted the value of accounting for extra cortical signals, which can profoundly affect the success and specificity of NF training.
神经反馈(NF)训练是一种有前途的预防和治疗大脑和行为障碍的方法,背外侧前额叶皮层(DL-PFC)是一个相关的兴趣区域。近红外光谱(NIRS)功能最近已应用于 NF 训练。然而,这种方法对外周血管化非常敏感,这可能会影响皮质活动的测量。在这里,我们通过在不同信号滤波条件下进行短通道离线校正来评估生理干扰对 NF 成功的影响,从而检查了针对 DL-PFC 的 NF 训练的可行性及其特异性。我们还探讨了个体心理策略是否会影响 NF 的成功。三十名志愿者参加了单次 15 次 NF 训练,他们需要增加双侧 DL-PFC 的氧合血红蛋白(HbO2)水平。我们发现,0.01-0.09 Hz 带通滤波比 0.01-0.2 Hz 带通滤波器更适合突出 NF 通道中仅限于 DL-PFC 的脑激活。保留 15 次试验中的前 10 次,我们发现 18 名参与者(60%)成功控制了他们的 DL-PFC。通过短通道校正,这个数字下降到 13 个(43%)。一半的参与者报告了积极的控制感,而“欢呼”策略似乎对男性更有效(p<0.05)。我们的结果显示在单次会议中成功进行了 DL-PFC fNIRS-NF,并强调了考虑额外皮层信号的价值,这可能会极大地影响 NF 训练的成功和特异性。