1.Effects of Calcitriol on Related Indicators in Patients with Chronic Renal Failure
Jianzhong LU ; Lan TAO ; Xinge XU ; Xiaofen WU ; Haiyan WANG
China Pharmacy 2016;27(15):2056-2058
OBJECTIVE:To investigate the effects of calcitriol on related indicators in patients with chronic renal failure (CRF). METHODS:114 patients with CRF were randomly divided into observation group(57 cases)and control group(57 cas-es). Control group was given high-quality low-protein and low phosphorus diet,if necessary,phosphate binders,Calcium D3 tablet and other conventional treatment;observation group was additionally given 0.25 μg Calcitriol soft capsule,once a day. The treat-ment course for both groups was 8 weeks. Serum levels of inflammatory factors,alkaline phosphatase,hemoglobin,erythrocyte, serum creatinine and urea nitrogen levels and adverse reactions in 2 groups before and after treatment were observed. RESULTS:Before treatment,there were no significant differences in the serum levels of inflammatory factors,alkaline phosphatase,hemoglobin, erythrocyte,senum creatininine and ureanitrogen between 2 groups(P>0.05). After treatment,serum inflammatory factors,alkaline phosphatase,serum creatinine and urea nitrogen levels in 2 groups were significantly shorter than before,and observation group was lower than control group,the differences were statistically significant (P<0.05);there were no significant differences in the hemoglobin and erythrocyte levels before and after treatment between 2 groups(P>0.05). And there was no obvious adverse reac-tions between 2 groups during treatment. CONCLUSIONS:Based on the conventional treatment,calcitriol can reduce the levels of serum inflammatory factors and improve micro-inflammatory state and renal function in patients with CRF.
2.Effect of different doses of rosuvastatin on brachial artery endothelium-dependent vasodilation and carotid intima-media thickness in patients with coronary heart disease
Xinge XU ; Long JIN ; Rong LOU ; Liu HUANG
Chinese Journal of Biochemical Pharmaceutics 2015;37(4):147-150
Objective To investigate effect of different doses of rosuvastatin on brachial artery endothelium-dependent vasodilation and carotid intima-media thickness in patients with coronary heart disease.Methods 92 patients with coronary heart disease in our hospital were admitted and divided into four groups according to randomly digital method, including 23 cases in control group were treated with lipid nitrate, antiplatelet aggregation, anticoagulant, lowering blood sugar, blood pressure control and other of conventional therapy;23 cases in group A, on the basis of conventional therapy, were treated with rosuvastatin 5 mg/d, orally, once daily;23 cases in group B were treated with rosuvastatin 10 mg/d, orally, once daily based on the conventional therapy;23 cases in group C were treated with rosuvastatin 20 mg/d, orally, once daily based on conventional treatment, each group was treated for 8 weeks.Brachial artery endothelium-dependent vasodilation (FMD) and carotid intima-media thickness (IMT) of patients before and after treatment were collected by color ultrasonic doppler, while observed lipid levels changes of 4 groups.Results Control group was treated for eight weeks, FMD, ITM, blood lipid levels and each index values were not significantly changed, the difference was not statistically significant;After treatment, total cholesterol ( TC) , low-density lipoprotein cholesterol C ( LDL-C) of A, B, C groups were significantly better than that before treatment, the difference was statistically significant (P<0.05), and decrease amplitude with dose of rosuvastatin increased became grearer, but the total cholesterol (TC), high density lipoprotein cholesterol C( HDL-C) there was no significant difference compared with before treatment; Compared with before treatment, ITM of A, B, C groups decreased, and the difference was statistically significant (P<0.05), decrease amplitude with dose of rosuvastatin increased became greater.Conclusion Rosuvastatin can significantly improve brachial artery endothelium-dependent vasodilation and carotid intima-media thickness in patients with coronary heart disease, and there is a clear dose-response relationship, which may be associated with rosuvastatin decrease total cholesterol and low-density lipoprotein cholesterol C in patients with coronary heart disease.It has guide significance to clinical.
3.Construction and optimization of traditional Chinese medicine constitution prediction models based on deep learning
ZHANG Xinge ; XU Qiang ; WEN Chuanbiao ; LUO Yue
Digital Chinese Medicine 2024;7(3):241-255
Methods:
Data from students at Chengdu University of Traditional Chinese Medicine were collected and organized according to the 24 solar terms from January 21, 2020, to April 6, 2022. The data were used to identify nine TCM constitutions, including balanced constitution, Qi deficiency constitution, Yang deficiency constitution, Yin deficiency constitution, phlegm dampness constitution, damp heat constitution, stagnant blood constitution, Qi stagnation constitution, and specific-inherited predisposition constitution. Deep learning algorithms were employed to construct multi-layer perceptron (MLP), long short-term memory (LSTM), and deep belief network (DBN) models for the prediction of TCM constitutions based on the nine constitution types. To optimize these TCM constitution prediction models, this study introduced the attention mechanism (AM), grey wolf optimizer (GWO), and particle swarm optimization (PSO). The models’ performance was evaluated before and after optimization using the F1-score, accuracy, precision, and recall.
Results:
The research analyzed a total of 31 655 pieces of data. (i) Before optimization, the MLP model achieved more than 90% prediction accuracy for all constitution types except the balanced and Qi deficiency constitutions. The LSTM model's prediction accuracies exceeded 60%, indicating that their potential in TCM constitutional prediction may not have been fully realized due to the absence of pronounced temporal features in the data. Regarding the DBN model, the binary classification analysis showed that, apart from slightly underperforming in predicting the Qi deficiency constitution and damp heat constitution, with accuracies of 65% and 60%, respectively. The DBN model demonstrated considerable discriminative power for other constitution types, achieving prediction accuracy rates and area under the receiver operating characteristic (ROC) curve (AUC) values exceeding 70% and 0.78, respectively. This indicates that while the model possesses a certain level of constitutional differentiation ability, it encounters limitations in processing specific constitutional features, leaving room for further improvement in its performance. For multi-class classification problem, the DBN model’s prediction accuracy rate fell short of 50%. (ii) After optimization, the LSTM model, enhanced with the AM, typically achieved a prediction accuracy rate above 75%, with lower performance for the Qi deficiency constitution, stagnant blood constitution, and Qi stagnation constitution. The GWO-optimized DBN model for multi-class classification showed an increased prediction accuracy rate of 56%, while the PSO-optimized model had a decreased accuracy rate to 37%. The GWO-PSO-DBN model, optimized with both algorithms, demonstrated an improved prediction accuracy rate of 54%.
Conclusion
This study constructed MLP, LSTM, and DBN models for predicting TCM constitution and improved them based on different optimisation algorithms. The results showed that the MLP model performs well, the LSTM and DBN models were effective in prediction but with certain limitations. This study also provided a new technology reference for the establishment and optimisation strategies of TCM constitution prediction models,and a novel idea for the treatment of non-disease.
4.Effects of fasudil hydrochloride on ROCK2 protein and ferroptosis in hippocampus during early brain injury in rats with subarachnoid hemorrhage
Linlin SUN ; Zhiying LI ; Xingxiang ZHANG ; Zehong XU ; Baiqiang WU ; Tiantian WANG ; Xinge XU ; Aijun FU
Chinese Journal of Behavioral Medicine and Brain Science 2023;32(1):9-14
Objective:To investigate the effects of fasudil hydrochloride(FH) on Rho-associated kinase 2(ROCK2) protein and ferroptosis in hippocampal area during early brain injury in rats with subarachnoid hemorrhage(SAH).Methods:Total 36 SPF grade Sprague-Dawley rats were divided into 3 groups by random number table method: Sham group, SAH group and SAH+ FH (a ROCK2 protein inhibitor) group (FH goup) with 12 rats in each group.SAH animal model was established by internal carotid artery perforation.The rats in FH group were injected intraperitoneally with FH(15 mg/kg) 30 minutes after successful modeling, and rats in Sham group and SAH group were injected intraperitoneally with the same volume of 0.9% sodium chloride solution.Twenty-four hours after the intervention, shuttle box test was used to observe the learning and memory ability of rats.The Fe 2+ content in rat hippocampus tissue was detected by colorimetry, and the protein levels of ROCK2 and ferroptosis-related long-chain acyl-CoA synthetase 4(ACSL4) and glutathione peroxidase 4(GPX4) in hippocampus were detected by immunohistochemistry and Western blot.Statistical analysis was performed by SPSS 20.0 software.One-way ANOVA was used for multigroup comparison, and LSD test was used for further pairwise comparison. Results:(1)In the shuttle box test, there were statistically significant differences in the number of avoidance reactions and avoidance reaction time of rats among the three groups( F=20.348, 22.316, both P<0.05). The number of avoidance reaction in SAH group was less than that in Sham group ((17.92±2.94) times, (27.13±3.48) times, P<0.05), the time of avoidance reaction in SAH group was longer than that in Sham group ((9.15±2.87) s, (3.68±1.09) s, P<0.05), while the number of avoidance reaction in FH group ((21.63±4.11) times) was more than that in SAH group, and the time of avoidance reaction ((6.08±1.76) s) was shorter than that in SAH group (both P<0.05). (2) The colorimetry results showed that there was a statistically significant difference in the content of Fe 2+ in hippocampus of rats among the three groups( F=7.965, P<0.05). The Fe 2+ content in SAH group was significantly higher than that of Sham group((0.091±0.032) nmol/mg, (0.038±0.024) nmol/mg, P<0.05), and the Fe 2+ content in the FH group ((0.065±0.021) nmol/mg) was lower than that of SAH group ( P<0.05). (3) There were significant differences in the number of ROCK2, ACSL4 and GPX4 positive cells in hippocampus of rats among the three groups in immunohistochemistry ( F=7.602, 14.171, 36.077, all P<0.05). The positive cells of ROCK2 and ACSL4 in SAH group ((21.63±4.72), (55.13±19.41)) were significantly higher than those of Sham group ((11.63±3.62), (23.38±3.74)) (both P<0.05), and the positive cells of ROCK2 and ACSL4 in FH group ((15.88±6.64), (44.75±8.29)) were both lower than those of SAH group(both P<0.05), while the number of GPX4 positive cells in SAH group (25.38±6.30) was significantly lower than that of Sham group (60.25±10.36) ( P<0.05), and the number of GPX4 positive cells in FH group (45.13±7.51) was higher than that of SAH group( P<0.05). (4)The results of Western blot showed that there were significant differences in the expression levels of ROCK2, ACSL4 and GPX4 proteins in the hippocampus of rats among the three groups( F=4.812, 12.573, 10.849, all P<0.05). The protein expression levels of ROCK2 and ACSL4 in SAH group were significantly higher than those in Sham group(both P<0.05), and the protein expression levels of ROCK2 and ACSL4 in FH group were lower than those in SAH group (both P<0.05), while the expression level of GPX4 protein in SAH group (0.27±0.09) was significantly lower than that in Sham group( P<0.05), and the expression level of GPX4 protein in FH group was higher than that of SAH group ( P<0.05). Conclusion:FH can inhibit ferroptosis in the hippocampus and improve the learning and memory ability of rats, and the mechanism may be related with down-regulation of ROCK2 protein.
5.Wearable patches for transdermal drug delivery.
Jiahui HE ; Yuyue ZHANG ; Xinge YU ; Chenjie XU
Acta Pharmaceutica Sinica B 2023;13(6):2298-2309
Transdermal drug delivery systems (TDDs) avoid gastrointestinal degradation and hepatic first-pass metabolism, providing good drug bioavailability and patient compliance. One emerging type of TDDs is the wearable patch worn on the skin surface to deliver medication through the skin. They can generally be grouped into passive and active types, depending on the properties of materials, design principles and integrated devices. This review describes the latest advancement in the development of wearable patches, focusing on the integration of stimulus-responsive materials and electronics. This development is deemed to provide a dosage, temporal, and spatial control of therapeutics delivery.