The goal of this clinical trial is to learn about the characteristics, identify early and intervene effectively in time in Treatment-Resistant Depression. The main questions are: • TRD is difficult to identify early and lacks objective detection indicators; • Existing treatment strategies for TRD are associated with side effects and high treatment resistance; • Current non-invasive brain stimulation therapy lacks precision. it aims to answer are: • Construct a multimodal TRD early identification model based on clinical characteristics, blood factors, functional magnetic resonance and brain electrophysiological indicators; • Develop non-invasive transcranial deep brain stimulation technology based on focused electric field; • In TRD patients, an individualized non-invasive transcranial deep electrical stimulation technology based on precise magnetic resonance targets and EEG phase guidance was constructed. Participants will:• be collected data multiple times including clinical symptoms, peripheral biology, functional magnetic resonance, electrophysiology and other clinical data before and after the intervention; • receive non-invasive transcranial deep brain stimulation or sham stimulation of different deep brain target points; • be collected EEG data while receiving stimulation. Researchers will • compare the biological characteristics of TRD, n-TRD patients and health controls to build early identification models and find potential spatial and temporal intervention targets dependent on TRD status; • verify the safety of non-invasive transcranial deep brain stimulation device in health controls; • compare TRD with different modes of stimulation to find the best treatment plan for non-invasive transcranial deep brain stimulation and verify safety.