Platelet-lymphocyte ratio and lymphocyte-monocyte ratio in inflammatory bowel disease and disease activity: A systematic review and meta-analysis.

OBJECTIVE: This review aimed to examine if the platelet-lymphocyte ratio and lymphocyte-monocyte ratio can be useful in determining disease activity in patients with inflammatory bowel disease. METHODS: PubMed, CENTRAL, Scopus, Embase, and Web of Science were searched for studies published up to 9 January 2023. Platelet-lymphocyte ratio and lymphocyte-monocyte ratio values from active and remission inflammatory bowel disease cases were compared to generate a mean difference (MD). RESULTS: Nine studies were included. Meta-analysis showed that inflammatory bowel disease patients with active disease had significantly higher values of platelet-lymphocyte ratio as compared to those in remission (MD: 63.46 95% CI: 35.74, 91.17, I2 = 89%). The values of platelet-lymphocyte ratio were significantly higher in both active ulcerative colitis and Crohn's disease patients. Meta-analysis also showed that lymphocyte-monocyte ratio values were significantly lower in active inflammatory bowel disease patients as compared to those under remission (MD: -1.28 95% CI: -1.42, -1.14, I2 = 4%). Lymphocyte-monocyte ratio values were significantly lower in both ulcerative colitis and Crohn's disease patients with active disease. CONCLUSION: Platelet-lymphocyte ratio and lymphocyte-monocyte ratio can be useful blood-based markers in differentiating active disease in inflammatory bowel disease patients. Active cases of ulcerative colitis and Crohn's disease have high platelet-lymphocyte ratio and low lymphocyte-monocyte ratio as compared to those in remission. Further studies with a larger sample size are needed to strengthen conclusions.

Robust classification of heart valve sound based on adaptive EMD and feature fusion.

Cardiovascular disease (CVD) is considered one of the leading causes of death worldwide. In recent years, this research area has attracted researchers' attention to investigate heart sounds to diagnose the disease. To effectively distinguish heart valve defects from normal heart sounds, adaptive empirical mode decomposition (EMD) and feature fusion techniques were used to analyze the classification of heart sounds. Based on the correlation coefficient and Root Mean Square Error (RMSE) method, adaptive EMD was proposed under the condition of screening the intrinsic mode function (IMF) components. Adaptive thresholds based on Hausdorff Distance were used to choose the IMF components used for reconstruction. The multidimensional features extracted from the reconstructed signal were ranked and selected. The features of waveform transformation, energy and heart sound signal can indicate the state of heart activity corresponding to various heart sounds. Here, a set of ordinary features were extracted from the time, frequency and nonlinear domains. To extract more compelling features and achieve better classification results, another four cardiac reserve time features were fused. The fusion features were sorted using six different feature selection algorithms. Three classifiers, random forest, decision tree, and K-nearest neighbor, were trained on open source and our databases. Compared to the previous work, our extensive experimental evaluations show that the proposed method can achieve the best results and have the highest accuracy of 99.3% (1.9% improvement in classification accuracy). The excellent results verified the robustness and effectiveness of the fusion features and proposed method.

Preoperative vitamin-rich carbohydrate loading alleviates postoperative cognitive dysfunction in aged rats.

With the acceleration of an aging population, postoperative cognitive dysfunction (POCD) has become a large problem. Preoperative carbohydrate (CHO) loading has been reported to attenuate surgery stress response and insulin resistance. The present study aimed to investigate whether preoperative vitamin-rich CHO loading has an effect on POCD, endoplasmic reticulum (ER) stress, and apoptosis. Eighty male Sprague-Dawley rats (20-month old) were randomly assigned to four groups (20 per group): control group (no anesthesia and surgery), fasting group (fasting 14 h before surgery), water group (oral water 3 h before surgery), and CHO group (oral vitamin-rich CHO 3 h before surgery). The POCD rat model was established by splenectomy under intraperitoneal injection of pentobarbital sodium. Cognitive function was assessed using the Morris water maze (MWM) after surgery. The levels of endoplasmic reticulum (ER) stress markers and apoptosis related proteins in the hippocampus were examined by western blot analysis. The vitamin-rich CHO treated animals performed better in the MWM tests than the animals in the fasting and water groups. Furthermore, preoperative CHO loading reduced ER stress and neuronal apoptosis in the hippocampus of aged rats, as indicated by the protein biomarkers of GRP78, eIF2a, Beclin1, Bax, and Bcl-2. In conclusion, preoperative vitamin-rich CHO loading could improve POCD by attenuating ER stress and neural apoptosis, providing a basis as a potential treatment against POCD.