Depression is increasingly prevalent among adolescents and can profoundly impact their lives. However, the early detection of depression is often hindered by the time-consuming diagnostic process and the absence of objective biomarkers. In this study, we propose a novel approach for depression detection based on an affective brain-computer interface (aBCI) and the resting-state electroencephalogram (EEG). By fusing EEG features associated with both emotional and resting states, our method captures comprehensive depression-related information. The final depression detection model, derived through decision fusion with multiple independent models, further enhances detection efficacy. Our experiments involved 40 adolescents with depression and 40 matched controls. The proposed model achieved an accuracy of 86.54% on cross-validation and 88.20% on the independent test set, demonstrating the efficiency of multimodal fusion. In addition, further analysis revealed distinct brain activity patterns between the two groups across different modalities. These findings hold promise for new directions in depression detection and intervention.
Humans ; Male ; Female ; Adolescent ; Case-Control Studies ; Depression/diagnosis* ; Early Diagnosis ; Rest ; Electroencephalography/methods* ; Brain-Computer Interfaces ; Models, Psychological ; Reproducibility of Results ; Affect/physiology* ; Photic Stimulation/methods* ; Video Recording ; Brain/physiopathology*

Although a great number of studies have investigated the changes of resting-state functional connectivity (rsFC) in patients with mental disorders, such as depression and schizophrenia etc, little is known how stable the changes are, and whether temporal sad or happy mood can modulate the intrinsic rsFC. In our experiments, happy and sad video clips were used to induce temporally happy and sad mood states in 20 healthy young adults. We collected functional magnetic resonance imaging (fMRI) data while participants were watching happy or sad video clips, which were administrated in two consecutive days. Seed-based functional connectivity analyses were conducted using the anterior cingulate cortex (ACC), dorsolateral prefrontal cortex (DLPFC), and amygdala as seeds to investigate neural network related to executive function, attention, and emotion. We also investigated the association of the rsFC changes with emotional arousability level to understand individual differences. There is significantly stronger functional connectivity between the left DLPFC and posterior cingulate cortex (PCC) under sad mood than that under happy mood. The increased connectivity strength was positively correlated with subjects' emotional arousability. The increased positive correlation between the left DLPFC and PCC under sad relative to happy mood might reflect an increased processing of negative emotion-relevant stimuli. The easier one was induced by strong negative emotion (higher emotional arousability), the greater the left DLPFC-PCC connectivity was indicated, the greater the instability of the intrinsic rsFC was shown.
Adult ; Affect ; Amygdala ; physiology ; Attention ; Gyrus Cinguli ; physiology ; Humans ; Magnetic Resonance Imaging ; Prefrontal Cortex ; physiology ; Young Adult

OBJECTIVETo probe the relevance between depressive symptoms and hippocampal volume and its metabolites detected by magnetic resonance imaging (MRI) in depressed patients who were given electro-acupuncture (EA) combined with Fluoxetine before and after treatment.

METHODSA randomized, controlled trial was conducted. A total of 75 cases of mild or moderate depression were randomly assigned to two groups: the EA group which received EA combined with Fluoxetine; the Fluoxetine group which received Fluoxetine only as the control. The 17-item Hamilton Scale for Depression (HAMD) was used to assess the depression level. The relevance between the changes of the hippocampal volume and its metabolites, including N-acetyl aspartate (NAA)/creatine (Cr) and choline containing compounds (Cho)/Cr, and the reduction rate of the HAMD score before and after treatment of the two groups were analyzed.

RESULTSAt the end of the treatment, the therapeutic response rates were not statistically different between the two groups (73.53% for the Fluoxetine group and 83.33% for the EA group, respectively). Compared to that of the Fluoxetine group, a significant difference was shown in the EA group in the reduction rate of the HAMD scores (P<0.05). There was a negative correlation between the therapeutic effect and the HAMD scores before treatment in both groups of patients. There was no significant difference in the hippocampal volume before and after treatment. The NAA/Cr ratio of both groups increased after treatment, with the EA group increasing more. There was a negative correlation between the rate of change of the NAA/Cr after treatment and the HAMD scores before treatment in the two groups. In the Fluoxetine group, the Cho/Cr ratio showed no significant difference before and after treatment, which had no relevance with the HAMD scores before treatment either. Meanwhile, in the EA group, the Cho/Cr ratio showed a significant difference before and after treatment, which also had a positive relevance with the HAMD scores before treatment.

CONCLUSIONSThere was a significant improvement in the hippocampal metabolites in depressed patients who treated by EA combined with Fluoxetine. Those differences showed relevance with the HAMD scores before treatment.

Adult ; Affect ; drug effects ; physiology ; Antidepressive Agents, Second-Generation ; therapeutic use ; Combined Modality Therapy ; Depression ; diagnosis ; diagnostic imaging ; drug therapy ; therapy ; Electroacupuncture ; Female ; Fluoxetine ; therapeutic use ; Hippocampus ; diagnostic imaging ; drug effects ; pathology ; physiology ; Humans ; Magnetic Resonance Imaging ; Male ; Middle Aged ; Organ Size ; drug effects ; physiology ; Physical Examination ; Prognosis ; Radiography ; Young Adult

PURPOSE: To investigate the effects of music therapy on depressive mood and anxiety in post-stroke patients and evaluate satisfaction levels of patients and caregivers. MATERIALS AND METHODS: Eighteen post-stroke patients, within six months of onset and mini mental status examination score of over 20, participated in this study. Patients were divided into music and control groups. The experimental group participated in the music therapy program for four weeks. Psychological status was evaluated with the Beck Anxiety Inventory (BAI) and Beck Depression Inventory (BDI) before and after music therapy. Satisfaction with music therapy was evaluated by a questionnaire. RESULTS: BAI and BDI scores showed a greater decrease in the music group than the control group after music therapy, but only the decrease of BDI scores were statistically significant (p=0.048). Music therapy satisfaction in patients and caregivers was affirmative. CONCLUSION: Music therapy has a positive effect on mood in post-stroke patients and may be beneficial for mood improvement with stroke. These results are encouraging, but further studies are needed in this field.
Adult ; Affect/*physiology ; Anxiety/therapy ; Depression/therapy ; Female ; Humans ; Male ; Middle Aged ; *Music Therapy ; Stroke/*psychology ; Treatment Outcome

In men, testosterone (T) deficiency is associated with decreased physical performance, as defined by adverse traits in body composition, namely increased body fat content and reduced muscle mass. Physical abilities in androgen-deficient men are further attenuated by lower oxygen supply due to decreased hemoglobin concentrations and by poor glucose utilization. Dysthymia and a lack of necessary aggressiveness also contribute to deteriorate physical effectiveness. Substitution of T can improve lipid and insulin metabolism as well as growth of muscle fibers and decreasing fat depots, which consequently will result in changes of body composition. Increment of bone density will further contribute to increase physical fitness. The effects of T replacement therapy (TRT) are strongly influenced by age, training, and also pharmacogenetics: the CAG repeat polymorphism in exon 1 of the androgen receptor (AR) gene modulates androgen effects. In vitro, transcription of androgen-dependent target genes is attenuated with increasing length of triplet residues. Clinically, the CAG repeat polymorphism causes significant modulations of androgenicity in healthy eugonadal men as well as efficacy of TRT. Thresholds at which T treatment should be initiated, as well as androgen dosage, could be tailored according to this polymorphism.
Affect ; Body Composition ; Erythropoiesis ; Glucose ; metabolism ; Hormone Replacement Therapy ; Humans ; Male ; Pharmacogenetics ; Polymorphism, Genetic ; Receptors, Androgen ; genetics ; physiology ; Testosterone ; administration & dosage ; pharmacology

OBJECTIVE: To explore the role of 5-HT and postsynaptic 5-HT1A receptors in the stress adaptation. METHODS: p-PCA was used to deplete the 5-HT in rats. The 5-HT1A agonist 8-OH-DPAT and antagonist WAY100635 were used to determine the effect of postsynaptic 5-HT1A receptors on the ratso behaviors in the Elevated Plus-Maze test, the Forced Swimming test, and the Morris Water Maze test. RESULTS: Compared with the intact rats, the 5-HT depleted rats showed more seriously anxious behaviors in the Elevated Plus-Maze test and more obvious learned helplessness in the Forced Swimming test. After having been stressed the 5-HT depleted rats showed significantly impaired learning and memory compared with the intact rats according to Morris Water Maze test. Activation of postsynaptic 5-HT1A receptors by 8-OH-DPAT in the 5-HT depleted rats or the 5-HT depleted stress rats significantly decreased the symptoms of anxiety and learned helplessness behaviors which were prevented by the treatment of WAY100635. The 8-OH-DPAT and WAY100635 had no obvious effect on the 5-HT depletion or 5-HT depleted stress rats in the Morris Water Maze test. CONCLUSION Deficiency of 5-HT in rats may suppress its ability to stress adaptation. Activation of post-synaptic 5-HT1A receptors can attenuate the anxiety and depressive behavior symptoms, and facilitate rats to adapt stress.
Affect ; physiology ; Animals ; Male ; Random Allocation ; Rats ; Rats, Sprague-Dawley ; Receptor, Serotonin, 5-HT1A ; physiology ; Recognition, Psychology ; physiology ; Restraint, Physical ; Serotonin ; physiology ; Stress, Psychological ; metabolism ; psychology ; Synaptosomes ; chemistry