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剂量反应经颅电刺激研究设计:一种用于阐明负性情绪在耳鸣感知中作用的严格控制的自适应无缝贝叶斯方法。

Dose-Response Transcranial Electrical Stimulation Study Design: A Well-Controlled Adaptive Seamless Bayesian Method to Illuminate Negative Valence Role in Tinnitus Perception.

作者信息

Ghodratitoostani Iman, Gonzatto Oilson A, Vaziri Zahra, Delbem Alexandre C B, Makkiabadi Bahador, Datta Abhishek, Thomas Chris, Hyppolito Miguel A, Santos Antonio C D, Louzada Francisco, Leite João Pereira

机构信息

Neurocognitive Engineering Laboratory, Center for Engineering Applied to Health, Institute of Mathematics and Computer Science, University of São Paulo, São Carlos, Brazil.

Institute of Mathematics and Computer Science, University of São Paulo, São Carlos, Brazil.

出版信息

Front Hum Neurosci. 2022 May 12;16:811550. doi: 10.3389/fnhum.2022.811550. eCollection 2022.

DOI:10.3389/fnhum.2022.811550
PMID:35677206
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9169505/
Abstract

The use of transcranial Electrical Stimulation (tES) in the modulation of cognitive brain functions to improve neuropsychiatric conditions has extensively increased over the decades. tES techniques have also raised new challenges associated with study design, stimulation protocol, functional specificity, and dose-response relationship. In this paper, we addressed challenges through the emerging methodology to investigate the dose-response relationship of High Definition-transcranial Direct Current Stimulation (HD tDCS), identifying the role of negative valence in tinnitus perception. In light of the neurofunctional testable framework and tES application, hypotheses were formulated to measure clinical and surrogate endpoints. We posited that conscious pairing adequately pleasant stimuli with tinnitus perception results in correction of the loudness misperception and would be reinforced by concurrent active HD-tDCS on the left Dorsolateral Prefrontal Cortex (dlPFC). The dose-response relationship between HD-tDCS specificity and the loudness perception is also modeled. We conducted a double-blind, randomized crossover pilot study with six recruited tinnitus patients. Accrued data was utilized to design a well-controlled adaptive seamless Bayesian dose-response study. The sample size ( = 47, for 90% power and 95% confidence) and optimum interims were anticipated for adaptive decision-making about efficacy, safety, and single session dose parameters. Furthermore, preliminary pilot study results were sufficient to show a significant difference (90% power, 99% confidence) within the longitudinally detected self-report tinnitus loudness between before and under positive emotion induction. This study demonstrated a research methodology used to improve emotion regulation in tinnitus patients. In the projected method, positive emotion induction is essential for promoting functional targeting under HD-tDCS anatomical specificity to indicate the efficacy and facilitate the dose-finding process. The continuous updating of prior knowledge about efficacy and dose during the exploratory stage adapts the anticipated dose-response model. Consequently, the effective dose range to make superiority neuromodulation in correcting loudness misperception of tinnitus will be redefined. Highly effective dose adapts the study to a standard randomized trial and transforms it into the confirmatory stage in which active HD-tDCS protocol is compared with a sham trial (placebo-like). Establishing the HD-tDCS intervention protocols relying on this novel method provides reliable evidence for regulatory agencies to approve or reject the efficacy and safety. Furthermore, this paper supports a technical report for designing multimodality data-driven complementary investigations in emotion regulation, including EEG-driven neuro markers, Stroop-driven attention biases, and neuroimaging-driven brain network dynamics.

摘要

在过去几十年中,经颅电刺激(tES)用于调节大脑认知功能以改善神经精神疾病的应用已大幅增加。tES技术也带来了与研究设计、刺激方案、功能特异性和剂量反应关系相关的新挑战。在本文中,我们通过新兴方法应对挑战,以研究高清经颅直流电刺激(HD tDCS)的剂量反应关系,确定负性情绪在耳鸣感知中的作用。根据神经功能可测试框架和tES应用,制定了测量临床和替代终点的假设。我们假定,将充分愉悦的刺激与耳鸣感知进行有意识的配对会纠正响度错觉,并会因同时在左侧背外侧前额叶皮层(dlPFC)进行主动HD-tDCS而得到加强。还对HD-tDCS特异性与响度感知之间的剂量反应关系进行了建模。我们对6名招募的耳鸣患者进行了一项双盲、随机交叉试点研究。利用累积的数据设计了一项严格对照的适应性无缝贝叶斯剂量反应研究。预期样本量(n = 47,检验效能为90%,置信度为95%)和最佳中期数据用于对疗效、安全性和单次治疗剂量参数进行适应性决策。此外,初步试点研究结果足以显示在纵向检测的自我报告耳鸣响度方面,积极情绪诱导前后存在显著差异(检验效能为90%,置信度为99%)。本研究展示了一种用于改善耳鸣患者情绪调节的研究方法。在该计划方法中,积极情绪诱导对于在HD-tDCS解剖特异性下促进功能靶向以表明疗效并促进剂量确定过程至关重要。在探索阶段不断更新关于疗效和剂量的先验知识可调整预期的剂量反应模型。因此,将重新定义在纠正耳鸣响度错觉方面实现优势神经调节的有效剂量范围。高效剂量使该研究适用于标准随机试验,并将其转变为验证阶段,在此阶段将主动HD-tDCS方案与假手术试验(类似安慰剂)进行比较。依靠这种新方法建立HD-tDCS干预方案为监管机构批准或拒绝疗效和安全性提供了可靠证据。此外,本文支持一份技术报告,该报告用于设计情绪调节中的多模态数据驱动补充研究,包括脑电图驱动的神经标志物、斯特鲁普任务驱动的注意偏差和神经影像学驱动的脑网络动力学。

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