Zhang Jiahe, Tusuzian Emma, Morfini Francesca, Bauer Clemens C C, Stone Lena, Awad Angelina, Shinn Ann K, Niznikiewicz Margaret A, Whitfield-Gabrieli Susan
Department of Psychology, Northeastern University, Boston 02115, Massachusetts, USA.
Department of Psychiatry, Massachusetts General Hospital, Boston 02114, Massachusetts, USA.
Depress Anxiety. 2025 Apr 8;2025:2848929. doi: 10.1155/da/2848929. eCollection 2025.
Auditory hallucinations (AHs) are debilitating and often treatment-resistant symptoms of schizophrenia (SZ). Real-time functional magnetic resonance imaging (fMRI) neurofeedback (NFB) is emerging as a flexible brain circuit-based tool for targeting AH via self-modulation of brain activity. A better understanding of what baseline characteristics predict NFB success will enhance its clinical utility. Previous work suggests that AH symptomology implicates measures across multiple modalities, including T1 structural MRI (sMRI), diffusion-weighted MRI (dMRI), and resting-state fMRI (rsfMRI). Specifically, AH severity and treatment response are associated with thinner superior temporal gyrus (STG), thinner dorsolateral prefrontal cortex (DLPFC), reduced white matter integrity in tracts connecting brain regions implicated in SZ symptomatology, increased within-default mode network (DMN) connectivity, and reduced DMN-DLPFC anticorrelation. In this study, we tested the individual and combined contributions of multimodal brain features for the prediction of AH change after NFB in adults ( = 25, 36.1 ± 10.0 years, 24% females) with SZ spectrum disorders (SZ or schizoaffective disorder) and frequent medication-resistant AH. Participants underwent a baseline MRI scan (including sMRI, dMRI, and rsfMRI) and were randomly assigned to receive NFB from their STG ( = 12, real condition) or NFB from their motor cortex (MC) ( = 13, sham condition). NFB success was operationalized as the improvement in AH severity after NFB. We found that higher baseline AH severity, greater STG thickness, decreased dorsal cingulum integrity, increased within-DMN resting-state functional connectivity, and increased DMN-DLPFC anticorrelation were each individually correlated with reduction in AH severity. However, in a combined regression model, DMN-DLPFC connectivity emerged as the only independent variable that explained the unique variance in AH change. These results suggest that a specific rsfMRI measure, namely DMN-DLPFC connectivity, may be a promising predictor of NFB success in reducing AH and support the precision medicine approach. ClinicalTrials.gov identifier: NCT03504579.
幻听(AHs)是精神分裂症(SZ)中使人衰弱且往往对治疗有抵抗性的症状。实时功能磁共振成像(fMRI)神经反馈(NFB)正成为一种灵活的基于脑回路的工具,通过对大脑活动的自我调节来靶向治疗幻听。更好地理解哪些基线特征可预测NFB的成功将提高其临床效用。先前的研究表明,幻听症状涉及多种模态的测量,包括T1结构磁共振成像(sMRI)、扩散加权磁共振成像(dMRI)和静息态fMRI(rsfMRI)。具体而言,幻听严重程度和治疗反应与颞上回(STG)变薄、背外侧前额叶皮质(DLPFC)变薄、连接与精神分裂症症状相关脑区的神经束中白质完整性降低、默认模式网络(DMN)内连接性增加以及DMN-DLPFC反相关性降低有关。在本研究中,我们测试了多模态脑特征对患有精神分裂症谱系障碍(SZ或分裂情感性障碍)且频繁出现药物抵抗性幻听的成年人(n = 25,36.1 ± 10.0岁,24%为女性)NFB后幻听变化预测的个体及综合贡献。参与者接受了一次基线磁共振成像扫描(包括sMRI、dMRI和rsfMRI),并被随机分配接受来自其STG的NFB(n = 12,真实条件)或来自其运动皮质(MC)的NFB(n = 13,假条件)。NFB的成功定义为NFB后幻听严重程度的改善。我们发现,较高的基线幻听严重程度、更大的STG厚度、背侧扣带完整性降低、DMN内静息态功能连接性增加以及DMN-DLPFC反相关性增加均分别与幻听严重程度的降低相关。然而,在一个综合回归模型中,DMN-DLPFC连接性成为唯一解释幻听变化独特方差的独立变量。这些结果表明,一种特定的rsfMRI测量方法,即DMN-DLPFC连接性,可能是NFB成功减少幻听的一个有前景的预测指标,并支持精准医学方法。ClinicalTrials.gov标识符:NCT03504579