In modern society, people are increasingly exposed to chronic stress, leading to various mental disorders. However, the activities of brain regions, especially neural firing patterns related to specific behaviors, remain unclear. In this study, we introduce a novel approach, NeuroSync, which integrates open-field behavioral testing with electrophysiological recordings from emotion-related brain regions, specifically the central amygdala and the paraventricular nucleus of the hypothalamus, to explore the mechanisms of negative emotions induced by chronic stress in mice. By applying machine vision techniques, we quantified behaviors in the open field, and signal processing algorithms elucidated the neural underpinnings of the observed behaviors. Synchronizing behavioral and electrophysiological data revealed significant correlations between neural firing patterns and stress-related behaviors, providing insights into real-time brain activity underlying behavioral responses. This research combines deep learning and machine learning to synchronize high-resolution video and electrophysiological data, offering new insights into neural-behavioral dynamics under chronic stress conditions.
Animals ; Mice ; Male ; Emotions/physiology* ; Stress, Psychological/physiopathology* ; Action Potentials/physiology* ; Mice, Inbred C57BL ; Behavior, Animal/physiology* ; Machine Learning ; Amygdala/physiopathology* ; Neurons/physiology* ; Paraventricular Hypothalamic Nucleus/physiopathology* ; Brain/physiology*

Objective:To understand and explore the incidence and influencing factors of malnutrition in patients with inflammatory bowel disease.Methods:This study was a cross-sectional study. Patients with inflammatory bowel disease hospitalized in the Department of Gastroenterology of a tertiary hospital in Shenzhen from March 1 to August 31, 2021 were enrolled. Indicators related to nutrition and clinical outcome were collected, including height, weight, body mass index (BMI), nutritional risk screening (NRS 2002) results, malnutrition diagnosis as per Global Leadership Initiative on Malnutrition (GLIM) criteria and Pittsburgh Sleep Quality Index (PSQI). Chi-square test, t-test and Wilcoxon rank sum test were used as appropriate for univariate analysis, and binary logistic regression analysis was used for multivariate analysis.Results:A total of 188 patients were included in this survey. There were 145 (77.1%) patients with no malnutrition, 38 (20.2%) with moderate malnutrition, and 5 (2.7%) with severe malnutrition according to GLIM criteria. In the subgroup of 47 ulcerative colitis patients, 12 (25.5%) were with moderate malnutrition and 3 (3.4%) were with severe malnutrition. In the subgroup of 141 Crohn's disease patients, 26 (18.4%) were with moderate malnutrition and 2 (1.4%) were with severe malnutrition. When divided by the presence or absence of malnutrition, there were statistically significant differences in age ( t = -2.237, P = 0.026), disease stage ( χ 2 = 22.299, P < 0.001), history of digestive tract resection ( χ 2 = 6.890, P = 0.009), intestinal infection ( χ 2 = 4.010, P = 0.045), gastrointestinal symptoms ( χ 2 =11.884, P = 0.001), hemoglobin ( t = 5.160, P < 0.001), serum albumin ( t = 3.96, P < 0.001), prealbumin ( t = 5.061, P < 0.001) and PSQI scores ( t = -4.744, P < 0.001). Multivariate analysis showed that the stage of disease, history of partial resection of digestive tract, gastrointestinal symptoms, hemoglobin, prealbumin and PSQI scores were the main influencing factors of malnutrition. Conclusions:IBD patients at older age, at active stage, and with history of partial digestive tract resection, intestinal infection, gastrointestinal symptoms, low hemoglobin, low serum albumin, low prealbumin and poor sleep quality are more likely to develop malnutrition. Timely intervention should be carried out to improve the nutritional status of these patients.

Objective:To evaluate the effect of esketamine on extremity ischemia-reperfusion-induced lung injury in elderly patients undergoing total knee replacement.Methods:Sixty elderly patients of both sexes, aged 65-80 yr, with body mass index <35 kg/m 2, of American Society of Anesthesiologists Physical Status classification Ⅱ or Ⅲ, scheduled for elective unilateral total knee replacement under neuraxial anesthesia, were divided into 2 groups according to the random number table method: control group (C group) and esketamine group (S group), with 30 cases in each group. Esketamine 0.3 mg/kg was intravenously infused before tourniquet inflation in group S. Immediately after the end of operation, the two groups received adductor block with 0.5% ropivacaine 15 ml under ultrasound guidance. And then patient-controlled intravenous analgesia was performed, patient-controlled intravenous analgesia solution included sufentanil 1.5 μg/kg in 100 ml of normal saline in group C and sufentanil 1.5 μg/kg and esketamine 0.75 mg/kg in 100 ml of normal saline in group S. The background infusion rate was 1.5 ml/h, the patient-controlled analgesia dose was 1.5 ml, and the lockout interval was 15 min in the two groups. When the visual analogue scale score at rest≥ 4 points within 3 days after surgery, ketorolac tromethamine 30 mg was intravenously injected for rescue analgesia. Blood samples from the radial artery were collected for blood gas analysis at 30 min before tourniquet inflation(T 0), 30 min after tourniquet inflation(T 1), and 3 min, 30 min and 24 h (T 4) after tourniquet release (T 2-4), and PaO 2 and PaCO 2 were recorded. The alveola-arterial oxygen partial pressure difference, oxygenation index and respiratory index were calculated. Peripheral venous blood samples were collected at T 0, T 3 and T 4 for determination of serum endothelin-1 and malondialdehyde by enzyme-linked immunosorbent assay. The requirement for rescue analgesia and occurrence of dizziness, hallucinations and pulmonary complications within 3 days after surgery were recorded. Results:Compared with group C, alveola-arterial oxygen partial pressure difference was significantly decreased at T 1-3, respiratory index was decreased, oxygenation index was increased at T 2, 3, and serum endothelin-1 and malondialdehyde concentrations were decreased at T 3, 4, and the rate of postoperative rescue analgesia was decreased in group S( P<0.05). There was no significant difference in the incidence of postoperative dizziness, hallucinations, and pulmonary complications between the two groups ( P>0.05). Conclusions:Esketamine can reduce extremity ischemia-reperfusion-induced lung injury in elderly patients undergoing total knee replacement, and the mechanism may be related to regulating vascular endothelial function and reducing lipid peroxidation.

Objective:To evaluate the relationship between postoperative delirium(POD) and preoperative frailty in elderly patients undergoing spinal surgery.Methods:Two hundred and twenty patients of both sexes, aged ≥65 yr, of American Society of Anesthesiologists Physical Status classification Ⅱ-Ⅳ, undergoing elective posterior lumbar decompression, bone grafting and internal fixation under general anesthesia, were selected. Frailty was measured using the FRAIL (fatigue, resistance, ambulation, illness, and loss of weight) scale on 1 day before surgery. POD was assessed twice a day within 3 days by Confusion Assessment Method. Patients were divided into POD group and non-POD group according to whether POD occurred within 3 days after surgery. Multivariate logistic regression analysis was used to identify the risk factors for POD in elderly patients undergoing spinal surgery, and the value of preoperative frailty in predicting POD was analyzed using the receiver operating characteristic curve.Results:A total of 190 patients were finally enrolled, among which 55 patients presented with frailty before surgery, and the incidence was 29.0%. Forty-six patients developed POD, and the incidence was 24.2%. Multivariate logistic regression analysis showed that aging ( OR=1.15, 95% confidence interval [ CI] 1.03-1.29, P=0.017), preoperative frailty ( OR=2.35, 95% CI 1.24-4.43, P=0.009), increase in surgical segments ( OR=4.14, 95% CI 1.71-10.05, P=0.002) and increase in postoperative 24-h pain VAS score ( OR=1.38, 95% CI 1.07-1.78, P=0.013) were independent risk factors for POD in elderly patients undergoing spinal surgery. The area under receiver operating characteristic curve of preoperative frailty in predicting POD was 0.702 (95% CI 0.608-0.796, P<0.001). Conclusions:Preoperative frailty is an independent risk factor for POD in elderly patients undergoing spinal surgery. Preoperative frailty can predict the occurrence of POD in elderly patients undergoing spinal surgery to some extent.

Background Idiopathic orbital inflammatory pseudotumor (IOIP) is a common orbital disease, but its etiology is still unclear,so the effect of glucocorticoid treatment is unsatisfied.Objective This study was to investigate the effects of dexamethasone on orbital fibroblasts from IOIP patients and explore the action machanism.Methods Six pieces of IOIP tissues from 6 IOIP patients and 3 pieces of normal orbital connective tissues from lacrimal gland prolapse patients were obtained during the surgery in Beijing Tongren Hospital from November 2011 to January 2012.The orbital fibroblasts were cultured using explant culture method.The morphology of the cells were observed under the optical microscope,and biomarks of the cells were detected by immunochemistry.The growth and proliferation of the cells were assayed using WST-8.The expression of ICAM-1 in the cells in both the control group and the IOIP group was detected by immunochemistry.The fibroblasts were incubated in 96-well plates, and different concentrations of dexamethasone (0,1 × 10-3 , 1 × 10-4 , 1 × 10-5 and 1 × 10-6 mol/L) were respectively added into the medium for 24,48 and 72 hours,and then the proliferation of the cells was detected by WST-8 assay.The contents of ICAM-1 in different concentrations of dexamethasone groups were assayed by ELISA.Results The characteristics of the cells were similar between the control group and the IOIP group with the spindle shape and long protructions.The cells showed the positive response for vimentin and absent response for desmin, S-100, cytokeratin (CK).Compared with the control group,the growth speed of fibroblasts was fast in the IOIP group.The proliferative values of the cells (absorbancy) were gradually reduced with the increase of dexamethasone concentrations (F ion =36.27,P=0.00) and the lapse of acting time (Ftime =3.69 ,P=0.00).In cultured cells without dexamethasone for 24,48 and 72 hours,the mean expression levels of ICAM-1 were 0.298±0.008,0.312±0.003 and 0.319±0.011, showing a gradually increasing trend.However,the expression of ICAM-1 was gradually reduced with the increases of concentrations and the lapse of acting time of dexamethasone (Fconcentration =75.17,P=0.00;Ftime =3.11,P=0.00).Conclusions Occurrence and development of IOIP is probably associated with the over-expression of ICAM-1 in orbital fibroblasts.Dexamethasone plays anti-inflammation and treating effects on IOIP by down-regulating the expression of ICAM-1 and inhibiting the proliferation of orbital fibroblasts.