OBJECTIVES: To construct a GA-BP neural network model based on the spectrum-effect relationship of Cassia seeds extract and test its performance for quality control of Cassia seeds using spectrum-effect score. METHODS: The HPLC fingerprints of Cassia seeds extract (0.1, 0.2, and 0.4 g/mL) were established. In a mouse model of 5-Fu-induced liver injury treated with 0.4, 0.8, and 1.6 g/kg of Cassia seeds extract, the pharmacodynamics parameters were measured to calculate the comprehensive efficacy using AHP-EWM. A GA-BP neural network model between the fingerprints and comprehensive efficacy was constructed, and the corresponding predicted comprehensive efficacy was obtained. The spectrum-effect relationship between the fingerprints and the measured and predicted comprehensive efficacy was established using grey correlation method followed by Gaussian fitting analysis. The spectral efficiency score was calculated using the relative peak area of the fingerprints and the correlation degree of the spectral efficiency. The reliability of the data was tested using the Z-ratio score method. The limit range of the spectral efficiency score was determined and the quality of the verification samples was evaluated. RESULTS: The error between the predicted value using the GA-BP neural network model and the measured value of the comprehensive efficacy was less than 0.2. Gaussian fitting analysis showed good fitting between the spectrum-effect relationship data of the measured and predicted comprehensive efficacy. The limit of the spectral efficiency score was 6.16-7.30. The prediction results for each verification group were consistent with the experimental results and within the limit of spectral efficiency score, and the results of Z-ratio score analysis demonstrated good data reliability. CONCLUSIONS The GA-BP neural network model can effectively predict the comprehensive efficacy of Cassia seeds extract, and the established spectrum-effect scoring method can be used for quality evaluation of samples.
Neural Networks, Computer ; Animals ; Seeds/chemistry* ; Mice ; Cassia/chemistry* ; Quality Control ; Drugs, Chinese Herbal/pharmacology* ; Plant Extracts/pharmacology* ; Male

OBJECTIVE To explore the clinical characteristics of Mycoplasma pneumoniae pneumonia(MPP)after COVID-19 epidemic so as to offer help for early clinical diagnosis and treatment.METHODS The clinical data that were collected from the MPP patients who were treated in the fever clinic of the First Medical Center of Chinese PLA General Hospital from Jul.2023 to Aug.2024 were retrospectively analyzed.The results of laboratory tests for the different age groups of patients complicated with other pathogens were statistically analyzed.RESULTS Of totally 161 MPP patients who were enrolled in the study,78(48.85％)were male,and 83(51.55％)were fe-male;the average age was(32.98±14.35)years old,and the patients aged between 20 and 40 years old accoun-ted for 43.48％(70 cases).The enrolled patients were divided into the simple MPP group with 92(57.14％)ca-ses and the MPP+mixed group with 69(42.86％)cases according to the result of etiological test of sputum;the patients of MPP+mixed group were divided into the MPP+bacteria group with 42(60.87％)cases,the MPP+fungi group with 10(14.49％)cases,and the MPP+viruses group with 17(24.64％)cases.There was significant difference in the age among the groups(P＜0.05);there were no significant differences in the sex,white blood cell counts and percentage of mononuclear cells among the groups,the percentage of lymphocytes was highest in the simple MPP group,the levels of C-reactive protein(CRP)and interleukin-6(IL-6)were highest in the MPP+bacteria group,and there were significant differences(P＜0.05).All of the patients were divided into three groups:the ≤20-year-old group the＞20-40-year old group and the＞40-year-old group.There were no sig-nificant differences in the white blood cell counts,percentage of lymphocytes,percentage of mononuclear cells and IL-6 level among the three groups,and the CRP level was highest in the＞20-40-year old group(P=0.025).Ran-dom forest model analysis showed that the weight of CRP was highest(22.65％)among the clinical characteristics of the MPP patients,which played a key role in construction of model.As for other factors,the weight of age was 17.02％,the percentage of lymphocytes 15.34％,the white blood cells counts 14.86％,the percentage of mono-nuclear cells 14.39％,the IL-6 13.61％,the gender 2.13％.CONCLUSION MPP maintains common among the patients aged less than 40 years old after the COVID-19 epidemic,nearly half of the patients are complicated with the infections of other pathogens,and CRP is more helpful for the clinical diagnosis and treatment of the MPP in early stage.

OBJECTIVE To explore the clinical characteristics of Mycoplasma pneumoniae pneumonia(MPP)after COVID-19 epidemic so as to offer help for early clinical diagnosis and treatment.METHODS The clinical data that were collected from the MPP patients who were treated in the fever clinic of the First Medical Center of Chinese PLA General Hospital from Jul.2023 to Aug.2024 were retrospectively analyzed.The results of laboratory tests for the different age groups of patients complicated with other pathogens were statistically analyzed.RESULTS Of totally 161 MPP patients who were enrolled in the study,78(48.85％)were male,and 83(51.55％)were fe-male;the average age was(32.98±14.35)years old,and the patients aged between 20 and 40 years old accoun-ted for 43.48％(70 cases).The enrolled patients were divided into the simple MPP group with 92(57.14％)ca-ses and the MPP+mixed group with 69(42.86％)cases according to the result of etiological test of sputum;the patients of MPP+mixed group were divided into the MPP+bacteria group with 42(60.87％)cases,the MPP+fungi group with 10(14.49％)cases,and the MPP+viruses group with 17(24.64％)cases.There was significant difference in the age among the groups(P＜0.05);there were no significant differences in the sex,white blood cell counts and percentage of mononuclear cells among the groups,the percentage of lymphocytes was highest in the simple MPP group,the levels of C-reactive protein(CRP)and interleukin-6(IL-6)were highest in the MPP+bacteria group,and there were significant differences(P＜0.05).All of the patients were divided into three groups:the ≤20-year-old group the＞20-40-year old group and the＞40-year-old group.There were no sig-nificant differences in the white blood cell counts,percentage of lymphocytes,percentage of mononuclear cells and IL-6 level among the three groups,and the CRP level was highest in the＞20-40-year old group(P=0.025).Ran-dom forest model analysis showed that the weight of CRP was highest(22.65％)among the clinical characteristics of the MPP patients,which played a key role in construction of model.As for other factors,the weight of age was 17.02％,the percentage of lymphocytes 15.34％,the white blood cells counts 14.86％,the percentage of mono-nuclear cells 14.39％,the IL-6 13.61％,the gender 2.13％.CONCLUSION MPP maintains common among the patients aged less than 40 years old after the COVID-19 epidemic,nearly half of the patients are complicated with the infections of other pathogens,and CRP is more helpful for the clinical diagnosis and treatment of the MPP in early stage.

Objective:To analyze the common disease spectrum and medication of field medical team in our hospital in summer, and to provide medical and medicinal material supply for field medical team.Methods:The data of all cases of field medical team members during the training period were collected. The types and composition ratio of diseases were analyzed, the drug consumption was counted, and the drug use indicators were calculated including daily drug dose (DDDs), daily drug dose cost (DDDC), drug utilization rate (DUR) and drug ranking ratio (R).Results:During the 12 days of the field training in summer, 77 field medical team members had 91 medical visits and 117 cases of diseases, including 44 males and 33 females, with an average age of 39.7 years. There were 52 cases of respiratory diseases, 21 cases of digestive diseases, 18 cases of mosquito bites and skin diseases, 15 cases of trauma and skeletal muscle system diseases, 5 cases of ophthalmic diseases, 2 cases of neurological diseases, 2 cases of gynecological diseases, 1 case of oral diseases and 1 case of heat stroke. The top five drugs of DDDs and DUR were respiratory drugs, sensory organ drugs, dermatological drugs, antibiotic drugs, digestive system drugs and musculoskeletal system drugs.Conclusions:The disease composition and drug demand of field training in summer have certain characteristics. It is of great guiding significance to know the characteristics of disease incidence and drug consumption of field training for the medical support ability and training tasks for field medical teams in field training in summer.

OBJECTIVE: To investigate the spectrum-effect relationship between the total anthraquinone extract of Cassia seeds and fluorouracil (5-Fu)-induced liver injury in mice and identify the effective components in the extract. METHODS: A mouse model of liver injury was established by intraperitoneal injection of 5-Fu, with bifendate as the positive control. The serum levels of alanine aminotransferase (ALT) and aspartate aminotransferase (AST) and myeloperoxidase (MPO), superoxide dismutase (SOD) and total antioxidant capacity (T-AOC) in the liver tissue were detected to investigate the effect of the total anthraquinone extract of Cassia seeds (0.4, 0.8 and 1.6 g/kg) on liver injury induced by 5-Fu. HPLC fingerprints of 10 batches of the total anthraquinone extracts were established to analyze the spectrum- effectiveness of the extract against 5- Fu- induced liver injury in mice and screen the effective components using the grey correlation method. RESULTS: The 5- Fu- treated mice showed significant differences in liver function parameters from the normal control mice (P < 0.05), suggesting successful modelling. Compared with those in the model group, serum ALT and AST activities were decreased, SOD and T- AOC activities significantly increased, and MPO level was significantly lowered in the mice treated with the total anthraquinone extract (all P < 0.05). HPLC fingerprints of the 31 components in the total anthraquinone extract of Cassia seeds showed good correlations with the potency index of 5-Fu-induced liver injury but with varying correlation strengths. The top 15 components with known correlations included aurantio-obtusina (peak 6), rhein (peak 11), emodin (peak 22), chrysophanol (peak 29) and physcion (peak 30). CONCLUSION The effective components in the total anthraquinone extract of Cassia seeds, including aurantio-obtusina, rhein, emodin, chrysophanol, and physcion, are coordinated to produce protective effects against 5-Fu-induced liver injury in mice.
Animals ; Mice ; Emodin ; Cassia ; Chemical and Drug Induced Liver Injury, Chronic ; Anthraquinones ; Antioxidants ; Fluorouracil/adverse effects* ; Plant Extracts/pharmacology*

Objective To explore the interventional effect of Swanson's caring theory on women taking assisted reproduction and its influence on the fear of treatment.Methods A total of 148 patients who undergone assisted reproduction in our hospital from January 2021 to January 2022 were selected,of whom,74 women enrolled between January and June 2021 were assigned to a control group and another 74 women enrolled between July 2021 and January 2022 were assigned to an observation group.The control group was offered with the routine nursing intervention,while the Swanson caring theory guided nursing intervention was applied to the observation group,based on the routine intervention.The level of fear,social support,quality of life and clinical pregnancy rate of the two groups were observed before the intervention and at 1 month and 2 months after the intervention.Results(1)The levels of fear of the treatment in the observation group were significantly lower than that in the control group after 1 month and 2 months of intervention,with statistically significant differences in the intergroup effect,time effect and interaction effect per indicator at different time points(P<0.05).(2)The levels of social support in the observation group at 1 month and 2 months after intervention were higher than that in the control group,with statistically significant differences in the inter-group effect,time effect and interaction effect per indicator at different time points(P<0.01).(3)The scores of quality of life in the observation group at 1 month and 2 months after intervention were higher than that in the control group,with statistically significant differences in the inter-group effect,time effect and interaction effect per indicator at different time points(P<0.01).(4)Clinical pregnancy rate of the observation group was significantly higher than that of the control group[64.87%(48/74)vs.48.65%(36/74),P<0.05].Conclusion Swanson's caring theory is effective in mitigating the fear of patients in the women undergoing the assisted reproduction,enhancing the social support,improving the quality of life,and increasing the rate of clinical pregnancy..

Objective: To establish a CT image radiomics-based prediction model for the differential diagnosis of silicosis and tuberculosis nodules. Methods: A total of 53 patients with silicosis and 89 patients with tuberculosis who underwent routine CT scans in Suzhou Fifth People's Hospital from January to August, 2018 were enrolled in this study. AK/ITK software was used to segment the images to obtain 139 silicosis lesions and 119 tuberculosis lesions. For each lesion image, 396 features were extracted, and feature dimension reduction was applied to select the most characteristic feature subset. Support vector machine (SVM) , feedforward back propagation neural network (FNN-BP) , and random forest (RF) were implemented using R software (Rstudio V1.1.463) , and the algorithm that achieved the largest area under of the receiver operating characteristic (ROC) curve (AUC) was selected as the final prediction model. Results: RF was the best prediction model for the differential diagnosis of silicosis and tuberculosis nodules, with an accuracy of 83.1%, a sensitivity of 0.76, a specificity of 0.9, and an AUC of 0.917 (95% confidence interval: 0.8431-0.9758) . RF had a significantly larger AUC than SVM and FNN-BP (P<0.05) . Conclusion CT image-based RF prediction model can be used to differentially diagnose silicosis and tuberculosis nodules.

Objective To investigate the possible mechanism of coix seed in inducing apoptosis of gastric cancer cells (SGC-7901). Methods Different concentrations of coix seed oil (2, 4, 8 mg/mL) were applied to SGC-7901 cells. MTT assay was used to detect the effect of drugs on cell proliferation, and flow cytometry for drug-induced cell apoptosis, scratch test for cell migration inhibited by coix seed oil, Transwell chamber for drug-inhibited cell invasion, and Western blot for expression of related proteins PRMT5, PI3 K and AKT. Results The results of MTT showed that 2, 4 mg/mL of coix seed oil could significantly inhibit the proliferation of SGC-7901 cells, and the inhibition rate of 2 mg/mL was (30. 02 ± 1. 56) ％, which showed significant difference compared to the control group (P ＜ 0. 01). The results of flow cytometry showed that the apoptosis rates of coix seed oil cells at concentrations of 2 and 4 mg/mL were (16. 25 ± 2. 54) ％, (12. 60 ± 1. 12) ％, respectively, and which showed a significant difference compared with (2. 0 ± 1. 22) ％ in the control group (P ＜ 0. 01). The results of cell scratch test showed that the migration of SGC-7901 cells treated with 2, 4 mg/mL of coix seed oil had significant difference when compared to control group (P ＜0. 01). The results of invasion experiments showed that 2, 4 mg/mL of coix seed oil could significantly inhibit cell invasion, and the number of cell invasion was (134. 00 ± 2. 86), (167. 00 ±0. 99), respectively, which showed significant difference compared to (268. 00 ± 2. 05) in the control group (P ＜ 0. 01). The migration number in 8 mg/mL coix seed oil group was (167 ± 0. 99), a significant difference was observed when compared to the control group (P ＜ 0. 05). Western blot analysis showed that different concentrations of coix seed oil could significantly down-regulate the expression of PRMT5, PI3 K and AKT in SGC-7901 cells. Conclusion Coix seed oil can significantly inhibit the proliferation, migration and invasion of gastric cancer SGC-7901 cells, its possible mechanism is to down-regulate the signal pathway of PRMT5-PI3 K/AKT to inhibit the activation of various anti-apoptotic molecules, induce apoptosis and suppress invasion and metastasis of gastric cancer SGC-7901 cells by down-regulating the PRMT5-PI3 K/AKT signaling pathway.

Objective To investigate the possible mechanism of coix seed in inducing apoptosis of gastric cancer cells (SGC-7901). Methods Different concentrations of coix seed oil (2, 4, 8 mg/mL) were applied to SGC-7901 cells. MTT assay was used to detect the effect of drugs on cell proliferation, and flow cytometry for drug-induced cell apoptosis, scratch test for cell migration inhibited by coix seed oil, Transwell chamber for drug-inhibited cell invasion, and Western blot for expression of related proteins PRMT5, PI3 K and AKT. Results The results of MTT showed that 2, 4 mg/mL of coix seed oil could significantly inhibit the proliferation of SGC-7901 cells, and the inhibition rate of 2 mg/mL was (30. 02 ± 1. 56) ％, which showed significant difference compared to the control group (P ＜ 0. 01). The results of flow cytometry showed that the apoptosis rates of coix seed oil cells at concentrations of 2 and 4 mg/mL were (16. 25 ± 2. 54) ％, (12. 60 ± 1. 12) ％, respectively, and which showed a significant difference compared with (2. 0 ± 1. 22) ％ in the control group (P ＜ 0. 01). The results of cell scratch test showed that the migration of SGC-7901 cells treated with 2, 4 mg/mL of coix seed oil had significant difference when compared to control group (P ＜0. 01). The results of invasion experiments showed that 2, 4 mg/mL of coix seed oil could significantly inhibit cell invasion, and the number of cell invasion was (134. 00 ± 2. 86), (167. 00 ±0. 99), respectively, which showed significant difference compared to (268. 00 ± 2. 05) in the control group (P ＜ 0. 01). The migration number in 8 mg/mL coix seed oil group was (167 ± 0. 99), a significant difference was observed when compared to the control group (P ＜ 0. 05). Western blot analysis showed that different concentrations of coix seed oil could significantly down-regulate the expression of PRMT5, PI3 K and AKT in SGC-7901 cells. Conclusion Coix seed oil can significantly inhibit the proliferation, migration and invasion of gastric cancer SGC-7901 cells, its possible mechanism is to down-regulate the signal pathway of PRMT5-PI3 K/AKT to inhibit the activation of various anti-apoptotic molecules, induce apoptosis and suppress invasion and metastasis of gastric cancer SGC-7901 cells by down-regulating the PRMT5-PI3 K/AKT signaling pathway.

Objective To evaluate the correlation of CT enhancement parameters with Fuhrman grade in T1 (≤7 cm) clear cell renal carcinoma(ccRCC).Methods From September 2011 to November 2017,102 post-operation cases in our hospital proven to be T1 ccRCC were retrospectively analyzed.There were 71 males and 31 females,with a mean age of (59.1 ± 12.7)years (26 ～79 years),mean body mass index(BMI) of (24.0 ± 2.8)kg/m2 (14.3 ～ 31.6 kg/m2).Tumors of 55 patients were in left kidneys,47 in right kidneys.Fuhrman grade 1 and 2 were defined as low-grade group,meanwhile high-grade group included grade 3 and 4.There were 46 males and 21 females in low-grade group,with a mean age of (59.0 ± 13.2) years,mean BMI of (24.0 ± 2.9) kg/m2.In high-grade group,there were 25 males and 10 females,with a mean age of (58.8 ± 11.8) years,mean BMI of (24.2 ± 2.7) kg/m2.The maximum diameter and tumor enhancement value (TEVX),relative enhancement value (REVX) were measured and calculated.In arterial phase,X =1;in venous phase X =2.The total consumption amount of iodine was recorded.Comparisons of maximum diameter,TEV1,TEV2,REV1,REV2 and the total consumption of iodine between the two different groups were performed.The ROC curves of TEV1,TEV2,REV1,and REV2 were drawn to predict the grade of tumors..Results The TEV1 [(146.1 ± 29.1) HU vs.(100.2 ± 32.1) HU],TEV2 [(98.2 ± 22.9) HU vs.(75.6 ± 25.7) HU],REV1 (1.12 ± 0.24 vs.0.70 ± 0.16),REV2(0.67 ± 0.17 vs.0.54 ± 0.18) between low-grade group and high-grade group had statistical difference (P ＜ 0.05).There was no significant difference in the maximum diameter[(41.8 ± 15.4)mm vs.(45.3 ± 17.0)mm] and the total consumption of iodine [(33.3 ± 5.0)g vs.(34.2 ± 4.4)g] between the two groups (P ＞ 0.05).The area under ROC curve of TEV1,TEV2,REV1 and REV2 were 0.856,0.755,0.901 and 0.728,respectively.REV1 had the highest distinguish efficiency and the best critical value was 0.93.Conclusions The enhancement parameters of T1 ccRCC could contribute to predicting the Fuhrman grade.When the REV1 ≤0.93,the tumor tended to be high-grade tumor(Fuhrman grade 3-4).