neurofeedback

神经反馈
  • 文章类型: Journal Article
    实时fMRI神经反馈(rtfMRI-NF)已成为一种有前途的干预措施,然而,由于对机制的理解不完全,其临床疗效仍未得到充分开发。这项研究旨在描述支持rtfMRI-NF对抑郁症中重复性消极思维的影响的全脑机制。在一项双盲随机对照试验中,43名抑郁个体接受了针对后扣带皮质和右颞顶交界处之间的功能连接(FC)的NF训练,与反省的严重性有关。参与者被随机分配到活动组或假小组,假手术组接受模拟真实NF信号模式的合成反馈。活跃组表现出明显的减少在沉思反思性得分(d=-1.52,p<0.001),而假手术组没有(d=-0.23,p=0.503)。虽然目标FC没有显示出明显的训练效果或群体差异,基于连接体的预测模型(CPM)分析显示,调节过程中的大脑活动与大脑对反馈信号的反应之间的相互作用是解释治疗结果的关键因素.结合了这种相互作用的模型成功地预测了两组之间的沉思变化。对预测有显著贡献的FC分布在大脑区域,尤其是正面控制,显著性网络,和皮层下的奖励处理区域。这些结果强调了在理解rtfMRI-NF的治疗机制时考虑大脑调节活动与大脑对反馈信号的反应之间的相互作用的重要性。该研究肯定了rtfMRI-NF作为重复性负面思维的治疗干预的潜力,并强调了对全脑机制的细微差别理解的必要性。
    Real-time fMRI neurofeedback (rtfMRI-NF) has emerged as a promising intervention for psychiatric disorders, yet its clinical efficacy remains underexplored due to an incomplete mechanistic understanding. This study aimed to delineate the whole-brain mechanisms underpinning the effects of rtfMRI-NF on repetitive negative thinking in depression. In a double-blind randomized controlled trial, forty-three depressed individuals underwent NF training targeting the functional connectivity (FC) between the posterior cingulate cortex and the right temporoparietal junction, linked to rumination severity. Participants were randomly assigned to active or sham groups, with the sham group receiving synthesized feedback mimicking real NF signal patterns. The active group demonstrated a significant reduction in brooding rumination scores (d = -1.52, p < 0.001), whereas the sham group did not (d = -0.23, p = 0.503). While the target FC did not show discernible training effects or group differences, connectome-based predictive modeling (CPM) analysis revealed that the interaction between brain activity during regulation and brain response to the feedback signal was the critical factor in explaining treatment outcomes. The model incorporating this interaction successfully predicted rumination changes across both groups. The FCs significantly contributing to the prediction were distributed across brain regions, notably the frontal control, salience network, and subcortical reward processing areas. These results underscore the importance of considering the interplay between brain regulation activities and brain response to the feedback signal in understanding the therapeutic mechanisms of rtfMRI-NF. The study affirms rtfMRI-NF\'s potential as a therapeutic intervention for repetitive negative thinking and highlights the need for a nuanced understanding of the whole-brain mechanisms contributing to its efficacy.
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  • 文章类型: Journal Article
    目的:一种新的闭环功能磁共振成像方法,称为多体素神经强化,有可能通过直接诱导大脑中的恐惧症表现来减轻基于暴露的干预措施的主观厌恶性,在有意识的意识之外。当前的研究旨在测试这种方法作为特定恐惧症的干预措施。
    方法:在随机分组中,双盲,控制单一大学试验,诊断为至少两个(一个目标,一个对照)动物亚型特异性恐惧症被随机分配(1:1:1)接受一个,三,或五次多体素神经强化,其中它们因对目标动物代表的内隐激活而获得奖励。杏仁核对恐惧刺激的反应由研究人员对目标和对照动物分配盲目评估。用双向重复测量方差分析治疗前到治疗后的差异。
    结果:共有23名参与者(69.6%为女性)被随机分配接受一项(n=8),三(n=7),或五个(n=7)次多体素神经强化。分析了18名(每组6名)参与者的主要结果。神经强化后,我们观察到一种相互作用,表明目标恐惧症而非对照恐惧症的杏仁核反应显着降低。没有不良事件或退出报告作为干预的结果。
    结论:结果表明,多体素神经强化可以特异性降低特定恐惧症的威胁特征。因此,这种干预措施可以补充传统的心理治疗方法,为寻求治疗的患者提供无痛苦的体验.该试验为更大规模的随机临床试验奠定了基础,以复制这些结果并检查对现实生活暴露的影响。
    背景:现已结束的试验在ClinicalTrials.gov进行了前瞻性注册,ID为NCT03655262。
    OBJECTIVE: A new closed-loop functional magnetic resonance imaging method called multivoxel neuroreinforcement has the potential to alleviate the subjective aversiveness of exposure-based interventions by directly inducing phobic representations in the brain, outside of conscious awareness. The current study seeks to test this method as an intervention for specific phobia.
    METHODS: In a randomized, double-blind, controlled single-university trial, individuals diagnosed with at least two (one target, one control) animal subtype-specific phobias were randomly assigned (1:1:1) to receive one, three, or five sessions of multivoxel neuroreinforcement in which they were rewarded for implicit activation of a target animal representation. Amygdala response to phobic stimuli was assessed by study staff blind to target and control animal assignments. Pretreatment to posttreatment differences were analyzed with a two-way repeated-measures anova.
    RESULTS: A total of 23 participants (69.6% female) were randomized to receive one (n = 8), three (n = 7), or five (n = 7) sessions of multivoxel neuroreinforcement. Eighteen (n = 6 each group) participants were analyzed for our primary outcome. After neuroreinforcement, we observed an interaction indicating a significant decrease in amygdala response for the target phobia but not the control phobia. No adverse events or dropouts were reported as a result of the intervention.
    CONCLUSIONS: Results suggest that multivoxel neuroreinforcement can specifically reduce threat signatures in specific phobia. Consequently, this intervention may complement conventional psychotherapy approaches with a nondistressing experience for patients seeking treatment. This trial sets the stage for a larger randomized clinical trial to replicate these results and examine the effects on real-life exposure.
    BACKGROUND: The now-closed trial was prospectively registered at ClinicalTrials.gov with ID NCT03655262.
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  • 文章类型: Journal Article
    目的:本研究旨在研究神经反馈系统对认知技能的影响,根据韦氏儿童智力量表修订版(WISC-R)的测量,在100名8至12岁被诊断为注意力缺陷的儿童中。
    方法:采用随机单盲假手术对照组设计,实验组50名参与者接受神经反馈训练,假手术组50名参与者接受模拟训练.参与者是通过随机抽样从在专业教育中心寻求援助的个人中选出的,为期一年(2021年5月至2022年)。对两组进行测试前和测试后WISC-R评估,以评估参与者的心理表现。实验组共进行了60次基于定量脑电图的低频神经反馈训练,在五个月的时间里,每周三天进行半小时的会议。在第6个月结束时施用测试后WISC-R。
    结果:结果显示,培训前和培训后的测试成绩之间存在显着差异,特别是在言语智商方面,图片排列,性能IQ,和总智商(分别为p=0.016,p=0.001,p<0.001和p=0.002),比较两组之间的差异。
    结论:这些发现表明表现智商有了显著的提高,总智商,根据WISC-R评估,神经反馈组的注意力缺陷减少。未来的研究应该考虑采用更大的样本量,包括适当的对照组,并进行长期随访以进一步阐明这些结果的临床意义。
    OBJECTIVE: This study aims to investigate the effects of a neurofeedback system on cognitive skills, as measured by the Wechsler Intelligence Scale for Children-Revised (WISC-R), in a cohort of 100 children aged 8 to 12 who were diagnosed with attention deficit.
    METHODS: A randomized single-blind sham control group design was employed, with 50 participants assigned to the experimental group receiving neurofeedback training and 50 participants assigned to the sham group receiving simulated training. Participants were selected through random sampling from individuals seeking assistance at a specialized education center over the course of one year (May 2021-2022). Pre- and post-test WISC-R assessments were administered to both groups to evaluate participants\' mental performance. The experimental group underwent a total of 60 sessions of quantitative electroencephalography-based infralow frequency neurofeedback training, with half-hour sessions conducted three days a week over a five-month period. The post-test WISC-R was administered at the end of the sixth month.
    RESULTS: The results revealed significant differences between the pre- and post-training test scores, specifically in terms of verbal IQ, picture arrangement, performance IQ, and total IQ (p = 0.016, p = 0.001, p < 0.001, and p = 0.002, respectively), when comparing the differences between the two groups.
    CONCLUSIONS: These findings indicate a notable improvement in performance IQ, total IQ, and a reduction in attention deficits among the neurofeedback group based on the WISC-R assessments. Future studies should consider employing larger sample sizes, including appropriate control groups, and conducting long-term follow-ups to further elucidate the clinical significance of these results.
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  • 文章类型: Journal Article
    神经反馈(NF)是改善帕金森病运动表现的一种有前途的干预措施。这项针对健康参与者的NF初步研究旨在实现以下目标:(1)确定参与者双向调节感觉运动β功率的能力,以及(2)确定NF对运动表现的影响。实时EEG-NF协议用于训练参与者增加和减少他们的个体运动皮层β功率幅度,使用受试者内双盲假对照方法。使用Go/No-go任务评估了运动。参与者完成了NASA任务负荷指数,并提供了NF任务难度的口头反馈。所有17名参与者(中位年龄=38(19-65);10名女性)可靠地降低了感觉运动β功率。没有参与者能够可靠地增加他们的β活性。参与者报告说NF任务具有挑战性,特别是增加beta。反应时间的适度但显着增加仅在真实条件下与β功率的降低相关。研究结果表明,β功率控制难度因调制方向而异,影响参与者的感知。β功率降低和反应时间之间的相关性仅在真实条件下表明有意的β功率降低可以缩短反应时间。未来的研究应该检查有意义的运动改善的最小β阈值,以及脑电图机制与NF学习以优化NF结果之间的关系。
    Neurofeedback (NF) is a promising intervention for improvements in motor performance in Parkinson\'s disease. This NF pilot study in healthy participants aimed to achieve the following: (1) determine participants\' ability to bi-directionally modulate sensorimotor beta power and (2) determine the effect of NF on movement performance. A real-time EEG-NF protocol was used to train participants to increase and decrease their individual motor cortex beta power amplitude, using a within-subject double-blind sham-controlled approach. Movement was assessed using a Go/No-go task. Participants completed the NASA Task Load Index and provided verbal feedback of the NF task difficulty. All 17 participants (median age = 38 (19-65); 10 females) reliably reduced sensorimotor beta power. No participant could reliably increase their beta activity. Participants reported that the NF task was challenging, particularly increasing beta. A modest but significant increase in reaction time correlated with a reduction in beta power only in the real condition. Findings suggest that beta power control difficulty varies by modulation direction, affecting participant perceptions. A correlation between beta power reduction and reaction times only in the real condition suggests that intentional beta power reduction may shorten reaction times. Future research should examine the minimum beta threshold for meaningful motor improvements, and the relationship between EEG mechanisms and NF learning to optimise NF outcomes.
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  • 文章类型: Journal Article
    由于其在认知控制中的核心作用,背外侧前额叶皮层(dlPFC)已成为多种脑调制研究的目标.在本试点研究的背景下,dlPFC是8次重复神经反馈(NF)会话的目标,使用功能近红外光谱(fNIRS)评估NF过程中的脑反应,以及功能和静息状态磁共振成像(基于任务的fMRI和rsMRI)扫描.招募了15名健康参与者。认知任务fMRI和rsMRI在第1和第8个NF会话期间进行。在NF期间,我们的数据显示dlPFC以及与认知控制和自我调节学习相关的脑区活动增加(pFWE<0.05).第1节和第8节之间的功能连通性变化显示后扣带皮质和dlPFC之间的连通性增加,在后扣带回皮质和背侧纹状体之间(pFWE<0.05)。还观察到左dlPFC-左岛连通性降低。行为结果显示,当参与者没有确定有效的心理策略时,饥饿和动机对参与者的控制感和较低的控制感具有显着影响。为可能影响NF学习的行为因素的影响提供新的见解。
    Due to its central role in cognitive control, the dorso-lateral prefrontal cortex (dlPFC) has been the target of multiple brain modulation studies. In the context of the present pilot study, the dlPFC was the target of eight repeated neurofeedback (NF) sessions with functional near infrared spectroscopy (fNIRS) to assess the brain responses during NF and with functional and resting state magnetic resonance imaging (task-based fMRI and rsMRI) scanning. Fifteen healthy participants were recruited. Cognitive task fMRI and rsMRI were performed during the 1st and the 8th NF sessions. During NF, our data revealed an increased activity in the dlPFC as well as in brain regions involved in cognitive control and self-regulation learning (pFWE < 0.05). Changes in functional connectivity between the 1st and the 8th session revealed increased connectivity between the posterior cingulate cortex and the dlPFC, and between the posterior cingulate cortex and the dorsal striatum (pFWE < 0.05). Decreased left dlPFC-left insula connectivity was also observed. Behavioural results revealed a significant effect of hunger and motivation on the participant control feeling and a lower control feeling when participants did not identify an effective mental strategy, providing new insights on the effects of behavioural factors that may affect the NF learning.
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  • 文章类型: Journal Article
    动脉自旋标记(ASL)是唯一允许绝对定量灌注的非侵入性技术,并且越来越多地用于脑激活研究。相反,血氧水平依赖性(BOLD)效应ASL直接测量脑血流量(CBF)。然而,ASL信号具有较低的信噪比(SNR),而不是BOLD信号,这限制了它在神经反馈研究中的应用。如果成功,ASL神经反馈可用于帮助恢复血流受损的健康状况,例如,stroke.我们提供了第一个基于ASL的神经反馈研究,包括双盲,假控制设计。将具有背景抑制和3DGRASE读出的伪连续ASL(pCASL)方法与实时后处理流水线相结合。实时管道允许监测ASL信号并向受试者提供关于神经活动的实时反馈。总共有41名健康成年人(19-56岁)分为三组,对左前脑岛进行了基于神经反馈的情感图像训练。仅在明确的教学水平上有所不同的两组接受了真实的训练,第三组接受了虚假反馈。只有那些接受有明确指令的真实反馈的参与者在神经反馈期间在训练区域中显示出比接受假反馈的参与者明显更高的绝对CBF值。然而,响应者对信号变化百分比值的分析显示,三组之间的激活没有差异。持续的限制,例如较低的SNR,动脉通过时间和部分容积效应的混杂效应仍然对ASL神经反馈的实施产生负面影响。
    Arterial spin labelling (ASL) is the only non-invasive technique that allows absolute quantification of perfusion and is increasingly used in brain activation studies. Contrary to the blood oxygen level-dependent (BOLD) effect ASL measures the cerebral blood flow (CBF) directly. However, the ASL signal has a lower signal-to-noise ratio (SNR), than the BOLD signal, which constrains its utilization in neurofeedback studies. If successful, ASL neurofeedback can be used to aid in the rehabilitation of health conditions with impaired blood flow, for example, stroke. We provide the first ASL-based neurofeedback study incorporating a double-blind, sham-controlled design. A pseudo-continuous ASL (pCASL) approach with background suppression and 3D GRASE readout was combined with a real-time post-processing pipeline. The real-time pipeline allows to monitor the ASL signal and provides real-time feedback on the neural activity to the subject. In total 41 healthy adults (19-56 years) divided into three groups underwent a neurofeedback-based emotion imagery training of the left anterior insula. Two groups differing only in the explicitness level of instruction received real training and a third group received sham feedback. Only those participants receiving real feedback with explicit instruction showed significantly higher absolute CBF values in the trained region during neurofeedback than participants receiving sham feedback. However, responder analyses of percent signal change values show no differences in activation between the three groups. Persisting limitations, such as the lower SNR, confounding effects of arterial transit time and partial volume effects still impact negatively the implementation of ASL neurofeedback.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    伽玛波段(>30Hz)的脑振荡活动与感觉和认知过程有关,并在神经精神疾病中表现出异常。因此,正在开发针对γ活性的神经调节技术。一种有前途的方法是神经反馈(NFB),它基于通过在线反馈改变大脑反应。然而,现有的基于伽马的NFB系统缺乏个性化的方法。在目前的工作中,我们开发并测试了一个个性化的EEG-NFB系统。46名健康志愿者在不同的日子参加了三个疗程。在NFB培训之前,使用线性调频调制听觉刺激(30-60Hz)估计个体伽马频率(IGF).参与者经历IGF增加(如果IGF≤45Hz)或IGF减少条件(如果IGF>45Hz)。在NFB训练期间,伽玛波段反应是有针对性的,参与者接受频率略高于或低于IGF的听觉稳态刺激,并被指示在接受实时视觉反馈的同时尝试增加反应。每次达到预定的反应目标,刺激频率增加或减少。培训后,重新评估了IGF。根据NFB训练期间的中位成功率将实验组参与者分为相等的组。结果表明,与对照组相比,高反应者的IGF调节明显更高,而低反应者与对照组没有差异。在所有参与者组中,会话之间和NFB重复之间的IGF调节均未发现差异。对所提出的EEG-NFB系统的初步评估显示出调节IGF的潜力。未来的研究可以研究基于ASSR/IGF的NFB系统在临床人群中应用的更持久的电生理和行为影响。
    Gamma-band (> 30 Hz) brain oscillatory activity is linked with sensory and cognitive processes and exhibits abnormalities in neuropsychiatric disorders. Therefore, neuromodulation techniques targeting gamma activity are being developed. One promising approach is neurofeedback (NFB) which is based on the alteration of brain responses via online feedback. However, the existing gamma-based NFB systems lack individualized approach. In the present work, we developed and tested an individualized EEG-NFB system. 46 healthy volunteers participated in three sessions on separate days. Before NFB training, individual gamma frequency (IGF) was estimated using chirp-modulated auditory stimulation (30-60 Hz). Participants were subjected to IGF-increase (if IGF was ≤ 45 Hz) or IGF-decrease conditions (if IGF was > 45 Hz). Gamma-band responses were targeted during NFB training, in which participants received auditory steady-state stimulation at frequency slightly above or below IGF and were instructed to try to increase their response while receiving real-time visual feedback. Each time a pre-defined response goal was reached, stimulation frequency was either increased or decreased. After training, IGF was reassessed. Experimental group participants were divided into equal groups based on the median success rate during NFB training. The results showed that high-responders had a significantly higher IGF modulation compared to control group, while low-responders did not differ from controls. No differences in IGF modulation were found between sessions and between NFB repetitions in all participant groups. The initial evaluation of the proposed EEG-NFB system showed potential to modulate IGF. Future studies could investigate longer-lasting electrophysiological and behavioural effects of the application of ASSR/IGF-based NFB system in clinical populations.
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  • 文章类型: Journal Article
    这个平行,双臂,失明,随机对照优势试验检查了是否,当添加到日常护理中时,对于慢性疼痛,主动脑电图神经反馈(EEGNFB)比假对照EEGNFB安全且更有效。116名患有慢性疼痛的参与者被随机分配(1:1)接受常规治疗,再加上≥32次主动EEGNFB提高相对α功率超过C4或常规治疗,再加上≥32次假对照EEGNFB。根据方案分析显示,主要结局没有显著的组间差异,简短疼痛清单(BPI)平均疼痛(平均差异[95%CI]:-0.04[-0.39至0.31],p=0.90),或任何次要结果。然而,活跃脑电图NFB组中44%的参与者和对照脑电图NFB组中45%的参与者报告至少中度(≥30%),BPI平均疼痛的临床重要改善。两组治疗中出现的不良事件的数量相似(p=0.83)。没有一个是认真的。事后分析显示,在训练期间,两组的相对α功率上调相似,在100%的时间和25%的时间给予积极脑电图对照组的情况下,建议进行部分主动的假干预。当添加到日常护理中时,本研究中使用的主动脑电图NFB干预并不优于假对照脑电图NFB干预.然而,两组中很大比例的参与者报告疼痛强度在临床上显著降低.部分主动的假干预可能掩盖了组间差异。干预没有重要的副作用,没有发现安全问题。观点:这项研究是第一次尝试在适当的致盲,随机化,α脑电图NFB治疗慢性疼痛的假对照试验。这些发现可能会让患有慢性疼痛的人感兴趣,参与慢性疼痛管理的临床医生,并可能为未来EEGNFB试验的设计提供信息。试验注册:澳大利亚新西兰临床试验注册中心(ANZCTR):ACTRN12621000667819。
    This parallel, two-arm, blinded, randomized controlled superiority trial examined whether, when added to usual care, active- electroencephalography neurofeedback (EEG NFB) was safe and more effective than sham control-EEG NFB for chronic pain. 116 participants with chronic pain were randomly assigned (1:1) to usual care plus ≥ 32 sessions of active-EEG NFB upregulating relative alpha power over C4 or usual care plus ≥ 32 sessions of sham control-EEG NFB. Per protocol analyses revealed no significant between-group differences in the primary outcome, brief pain inventory (BPI) average pain (mean difference [95% CI]: -0.04 [-0.39 to 0.31], p=0.90), or any secondary outcomes. However, 44% of participants in the active-EEG NFB group and 45% in the control-EEG NFB group reported at least a moderate (≥30%), clinically important improvement in BPI average pain. The number of treatment emergent adverse events were similar in both groups (p = 0.83), and none were serious. Post-hoc analyses revealed similar upregulated relative alpha power in both groups during training, with concordant positive rewards delivered to the active-EEG group 100% of the time and the control-EEG group ~25% of the time, suggesting a partially active sham intervention. When added to usual care, the active-EEG NFB intervention used in this study was not superior to the sham control-EEG NFB intervention. However, a large proportion of participants in both groups reported a clinically important reduction in pain intensity. A partially active sham intervention may have obscured between-group differences. The intervention was free of important side effects, with no safety concerns identified. PERSPECTIVES: This study is the first attempt at an appropriately blinded, randomized, sham-controlled trial of alpha EEG NFB for the treatment of chronic pain. The findings may interest people living with chronic pain, clinicians involved in chronic pain management, and may inform the design of future EEG NFB trials. TRIAL REGISTRATION: Australian New Zealand Clinical Trials Registry (ANZCTR): ACTRN12621000667819.
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  • 文章类型: Journal Article
    甚至在功能磁共振成像出现之前,杏仁核占据了情感神经科学的中心空间。然而,在20世纪90年代初功能磁共振成像开始后,这种以杏仁核为中心的情绪处理观点得到了更广泛的接受,这是一个里程碑,引发了针对体内杏仁核的功能磁共振成像研究的高潮。最初,这项杏仁核fMRI研究主要局限于任务激活研究,测量杏仁核对情绪刺激的反应程度.稍后,兴趣开始更多地转向杏仁核的静息状态功能连接和基于任务的心理生理相互作用的研究。后来,杏仁核功能磁共振成像的重测可靠性受到了更严格的审查,同时,基于杏仁核的实时fMRI神经反馈得到了广泛的普及。杏仁核fMRI研究的这些主要子领域中的每一个都在情感神经科学领域留下了印记。这篇综述的目的是对这篇文献进行批判性评估。通过整合这些研究部门获得的见解,我们的目的是回答这个问题:杏仁核功能磁共振成像在当前的情感神经科学领域中还能发挥什么作用?我们的发现表明,关于杏仁核功能磁共振成像的可靠性和有效性都可以提出严重的问题。这些结论迫使我们怀疑杏仁核fMRI作为情感神经科学的核心支柱的持续生存能力。
    Even before the advent of fMRI, the amygdala occupied a central space in the affective neurosciences. Yet this amygdala-centred view on emotion processing gained even wider acceptance after the inception of fMRI in the early 1990s, a landmark that triggered a goldrush of fMRI studies targeting the amygdala in vivo. Initially, this amygdala fMRI research was mostly confined to task-activation studies measuring the magnitude of the amygdala\'s response to emotional stimuli. Later, interest began to shift more towards the study of the amygdala\'s resting-state functional connectivity and task-based psychophysiological interactions. Later still, the test-retest reliability of amygdala fMRI came under closer scrutiny, while at the same time, amygdala-based real-time fMRI neurofeedback gained widespread popularity. Each of these major subdomains of amygdala fMRI research has left its marks on the field of affective neuroscience at large. The purpose of this review is to provide a critical assessment of this literature. By integrating the insights garnered by these research branches, we aim to answer the question: What part (if any) can amygdala fMRI still play within the current landscape of affective neuroscience? Our findings show that serious questions can be raised with regard to both the reliability and validity of amygdala fMRI. These conclusions force us to cast doubt on the continued viability of amygdala fMRI as a core pilar of the affective neurosciences.
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