DepITCM: an audio-visual method for detecting depression.

Introduction: Depression is a prevalent mental disorder, and early screening and treatment are crucial for detecting depression. However, there are still some limitations in the currently proposed deep models based on audio-video data, for example, it is difficult to effectively extract and select useful multimodal information and features from audio-video data, and very few studies have been able to focus on three dimensions of information: time, channel, and space at the same time in depression detection. In addition, there are challenges in utilizing other tasks to enhance prediction accuracy.

Mitochondrial Dysfunction and Metabolic Indicators in Patients with Drug-Naive First-Episode Schizophrenia: A Case-Control Study.

Objective: This paper aims to explore the expression characteristics of mitochondrial function-related genes in patients with first-episode schizophrenia (SCZ)and the correlation between differentially expressed genes and clinical metabolic indicators.

Methods: Twenty patients with first-episode SCZ who had not taken antipsychotic drugs (patient group) and twenty healthy controls (control group) were included. Quantitative real-time PCR technology was used to detect the expression levels of genes related to mitochondrial quality control and oxidative phosphorylation in peripheral blood leukocytes, and metabolic indicators such as blood biochemistry and blood glucose were collected.

Peony-Glycyrrhiza Decoction for Antipsychotic-Related Hyperprolactinemia in Patients with Schizophrenia: A Randomized Controlled Trial.

Background: Most antipsychotic drugs are dopamine receptor antagonists that usually lead to abnormal increases in prolactin concentrations and the development of hyperprolactinemia (HPRL), which in turn causes sexual dysfunction in patients. Peony-Glycyrrhiza Decoction (PGD) enhanced dopamine D2 receptors (DRD2) and dopamine transporter (DAT) and significantly reversed the expression of DRD2 and DAT. Therefore, we hypothesized that PGD might effectively improve hyperprolactinemia and alleviate sexual dysfunction in patients.