Related Experiment Video
Updated: Sep 16, 2025

Individualized rTMS Treatment for Depression using an fMRI-Based Targeting Method
Published on: August 2, 2021
Baseline functional connectivity of the basal forebrain-cortical circuit predict taVNS treatment response in primary
Meng Qi1,2, Yiting Huang3, Runru Mai4
1Department of Radiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
Background:
Dysfunctional basal forebrain (BF) connectivity contributes to primary insomnia (PI). This study investigated whether transcutaneous auricular vagus nerve stimulation (taVNS) modulates BF functional connectivity (FC) in patients with PI and whether baseline FC predicts taVNS treatment response.
Methods:
Seventy patients with PI were randomized to real or sham taVNS for 4 weeks. Clinical assessments-including Pittsburgh Sleep Quality Index (PSQI], Insomnia Severity Index (ISI] and Zung's Self-Rating Anxiety (SAS], and Depression Scale (SDS)-and resting-state fMRI data were collected at baseline and after treatment. FC of the bilateral BF subregions (Ch_123, Ch_4) was analyzed, and pre-to-post intervention changes in FC and clinical scores were compared between groups. Baseline FC was used to predict treatment response using a support vector regression (SVR) model, validated on an independent dataset.
Results:
Sixty-seven patients completed the study (33 real taVNS, 34 sham taVNS). Changes in clinical outcomes showed that real taVNS significantly reduce PSQI, ISI, and SAS scores compared to sham. FC analysis revealed reduced connectivity between bilateral BF and areas involved in visual (superior occipital gyrus, SOG; middle occipital gyrus, MOG; fusiform gyrus, FFG), somatosensory (supplementary motor area, SMA) cortex and medial prefrontal cortex (mPFC) after taVNS treatment. Reduced FC between bilateral BF and left MOG correlated positively with ISI improvement (r = 0.490, p = 0.008, Bonferroni correction). The SVR model effectively predicted treatment response based on BF-visual circuit connectivity (r = 0.520, p = 0.0014, 5000 permutation test) and generalized well to an independent dataset (r = 0.443, p = 0.0354, 5000 permutation test).
Conclusions:
Our findings suggest that taVNS may alleviate symptoms of primary insomnia through modulation of basal forebrain connectivity with visual, sensorimotor, and medial prefrontal cortical regions. Preliminary investigations indicate that baseline functional connectivity in the BF-visual circuit could represent a candidate biomarker for taVNS response, potentially informing personalized treatment strategies.
Trial Registration:
The study was registered with the China Clinical Trial Registry (Clinical Trial No. ChiCTR1900022535).
More Related Videos
Related Concept Videos
Management of Insomnia
Brain Imaging
These technologies include computerized axial tomography (CAT or CT scans), positron-emission tomography (PET scans), magnetic resonance imaging (MRI), functional magnetic resonance imaging (fMRI), and Transcranial Magnetic...
REM Sleep Behavior Disorder
RBD is significantly associated with...
Substance Use Disorders Affecting Sleep
Understanding the concepts of physical dependence,...

