Objective To explore the value of machine learning(ML)models based on non-contrast CT(NCCT)radiomics features for predicting the severity of acute phase traumatic brain injury(TBI).Methods Totally 600 TBI patients were retrospectively collected as observation group,other 65 TBI patients were taken as external validation set,while 50 TBI patients were prospectively enrolled as prospective validation set.Patients in observation group were divided into high-risk subgroup(n=240)and low-risk subgroup(n=360)according to Glasgow outcome scale(GOS)at discharge.The severity of acute phase TBI in observation group was assessed by doctor A and B with the same criteria,then an artificial model was established based on clinical and NCCT data at the time of first diagnosis using logistic regression(LR)method for predicting the severity of acute phase TBI.Patients in observation group were divided into training set(n=420,including 168 in high-risk subgroup and 252 in low-risk subgroup)and test set(n=180,including 72 in high-risk subgroup and 108 in low-risk subgroup)at the ratio of 7∶3.Based on NCCT of training set,radiomics features were extracted and selected,and LR,support vector machine(SVM),random forest(RF)and K-nearest neighbor(KNN)were used to establish 4 ML models.The efficacies of the above models were validated in test set,external validation set(including 34 cases of high-risk and 31 cases of low-risk TBI)and prospective validation set(including 21 cases of high-risk and 29 cases of low-risk TBI),respectively.Results The area under the curve(AUC)of doctor A and B for evaluating the severity of acute phase TBI in observation group was 0.606 and 0.771,respectively,of artificial model was 0.824.Based on NCCT in training set,6 optimal radiomics features were selected to construct LR,SVM,RF and KNN ML models,with AUC of 0.983,0.971,0.970 and 0.984 in test set,respectively,while the AUC of artificial model was 0.708.The AUC of LR,SVM,RF,KNN ML models and artificial model in external validation set was 0.879,0.881,0.984,0.863 and 0.733,while in prospective validation set was 0.984,0.873,0.982,0.897 and 0.704,respectively.Conclusion ML models based on CT radiomics could effectively predict the severity of acute phase TBI.

Objective:The study takes the Youth Research Project of National Natural Science Foundation of China (NSFC) as an example, analyzes the development and management optimization strategy of such research project in a children′s hospital, to provide reference for the training of pediatric young talents.Methods:Personnel interview and questionnaire survey were adopted to analyze the common characteristics of project application and approval, trend of change, demand and bottleneck challenges of the NSFC Youth Research Project from 2016 to 2022.Results:The total number of approved project were increasing while the rate of the bids fluctuated, and the distribution of department, gender and age are not balanced, full-time scientific research personnel, male, young age and other factors have the advantages of being approved. Five influential factors, including scientific research accomplishment, supporting conditions, research foundation, methods & skills, and scientific research atmosphere and environment, were identified as necessary components of getting funded. The survey also founded that two thirds of the needs run through the whole application process that from the topic selection, nurtured seed-funding, team-building and proposal development.Conclusions:This study puts forward a management plan for youth scientific research projects in children′s hospital from three aspects that including hospital, department and individual. The management department should strengthen the transformation from " full application" to " effective application" , at the same time, more attention should be paid to the selection, training and resource allocation to further optimize the training strategy of youth talents.

Objective:This study aims to explore the satisfaction and influencing factors of scientific research incentive mechanisms for young medical staff in a children′s hospital in Beijing, and to provide references for the management department to develop relevant incentive strategies.Methods:A satisfaction questionnaire survey of scientific research incentive mechanisms was carried out during April and May, 2022. Collected data were analyzed by rank sum test and ordered logistic regression.Results:The level of overall satisfaction of 339 young medical staffs was 81.42%. The satisfaction rate of incentive factors was 80.50% and hygiene factors was 77.51%.According to the findings, there were significant differences in educational backgrounds, professional titles and job types, hygiene factors, and incentive factors ( P<0.05). The contributing factors of the job satisfaction were professional title, hygiene factors and incentive factors. Conclusions:The overall satisfaction with the incentive work of the young research staff surveyed was relatively at high-level. It is necessary to improve tailed hygiene factors to meet the characteristics young medical staff, such as setting up full-time scientific research working hours, exploring the establishment of diversified of scientific research sharing mechanisms to increase the utilization of the scientific research platform. It is important to enhance incentive factors to establish a long-term incentive mechanism for young personnel, such as setting up interdisciplinary research projects, exploring the establishment of a recommendation mechanism for outstanding young talents, in order to provide them with more opportunities for further intensive training.

Objective: To investigate the clinical features and improve the diagnosis and treatment of anomalous origin of the left coronary artery from the right coronary sinus with an interarterial course (ALCA-R-IAC) between the ascending aorta and main pulmonary artery in children. Methods: A retrospective analysis of the clinical manifestation, laboratory test, radiological feature, treatment and prognosis were conducted in four female children presented with ALCA-R-IAC in Beijing Children′s Hospital from November 2015 to June 2018. Results: The four girls with onset age of 7.5-14.7 years were diagnosed with ALCA-R-IAC by CT coronary angiography (CTCA). Four children presented with exercise-induced syncope and clinical manifestations of acute myocardial infarction including 3 patients with acute left heart failure, 1 cardiogenic shock and 1 cardiac arrest. Nervous system involvement was found in one patient. Troponin I increased significantly to 20.65-50.00 μg/L in the four patients. Electrocardiogram (ECG) developed signs of left main coronary artery involvement. Echocardiography revealed reduced left ventricular ejection fraction (LVEF) of 25%-45% in three children and suspected anomalous origin of the left coronary artery in one child. CTCA showed an anomalous left coronary artery originating from the right coronary sinus, which had an interarterial course between the aorta and pulmonary artery leading to a slim left main coronary trunk. Two children underwent unroofing procedure and the other two children in whom physical activities were restricted received conservative managements. During a regular follow-up period of 12-43 months, all the children survived without recurrent symptoms and had good prognosis. Conclusions ALCA-R-IAC can present as exercise-related syncope and acute myocardial infarction, even sudden death in children and adolescents. CTCA is helpful to clarify the early diagnosis of ALCA-R-IAC. Surgical intervention is the main treatment for ALCA-R-IAC and strenuous physical activities should be avoided.

Objective:To develop the methods for the determination of calcined calamine and borneol in Jinniu ophthalmic remedy. Methods:The content of zinc oxide in calcined calamine was determined by an EDTA coordination titration method. A DB-WAX capillary column (30 m ×0.32 mm,0.5 μm) was used with an FID as the detector and ethylacetate as the solvent to determine the content of borneol. The column temperature was 150 ℃, the injection port temperature was 180 ℃, the detector temperature was 200 ℃, the split ratio was 5 :1,and the flow rate was 1 ml·min-1. Results:The recovery of zinc oxide was 101.5% with the RSD was 1.2%(n = 9). The linear range of borneol was 0.1-5.0 μg(r = 0.999 9). The recovery of borneol was 98.18% with the RSD was 0.8%(n = 9). The content of zinc oxide and borneol in the samples was 0.38-0.59 g·g-1and 0.13-0.21 g·g-1,respectively. Conclusion:The method is simple and accurate with high reproducibility and promising stability, which can be used for the quality control of Jinniu ophthalmic remedy.

Objective To investigate the protective effect of hydrogen-rich water on rat cognitive dysfunction induced by ionizing radiation.Methods A total of 20 SD rats were randomly divided into four groups with the ramdom number table method: control group(C),hydrogen-rich water group(HRW),irradiation group(IR)and hydrogen-rich water intervention group(HRW+IR),with 5 rats in each group.The spatial memory ability of rats was tested by a morris water maze.The expression of apoptosis-related genes was detected by real-time fluorescence quantitative PCR.The changes of glutathione(GSH),8-hydroxydeoxy guanosine(8-OHdG)and malondialdehyde(MDA)and SOD were also measured.Results The escape latency(F＝6.003,P＜0.05)and the swimming distances(F＝3.850,P＜0.05)of rats in four different groups had statistically significant differences.Compared with the IR group,the escape latency of the HRW+IR group was significantly decreased at 3,4,5 d after irradiation(P＜0.05),and the swimming distance of this group became much longer(P＜0.05).The levels of GSH,8-OHdG and MDA in these four groups had statistically significant differences(F＝6.450,5.033,4.113,P＜0.05).Compared with IR group,the concentration of GSH was increased(P＜0.05),but MDA and 8-OHdG decreased(P＜0.05)in the brain tissue of HRW+IR group,and the expressions of caspase-3,caspase-9 and bax genes were reduced(t＝2.956,3.087,5.246,P＜0.05),while the expression of bcl-2 gene was enhanced(t ＝-3.640,P ＜0.05)in the HRW+IR group.Conclusions Hydrogen-rich water attenuates the oxidative damage of ionizing radiation by neutralizing oxyhydrogen free radicals and thus protects brain from radiation damage.

Based on the latest research results at home and abroad, the article first describes the epidemiological status of thyroid diseases in pregnancy, and then points out the function and importance of health education. Then by analyzing the three health education modes of the disease, this paper brings forward the information technology platform model. Finally, it discusses the current problems in the health education of the disease. And on this basis, it gives some advice on the development of health education in patients with thyroid diseases during pregnancy in our country, in order to provide a reference for effective improvement of adverse pregnancy outcomes and the realization of prenatal and postnatal care.

OBJECTIVE:To compare in vitro percutaneous permeation characteristics of glycyrrhizic acid in 6 kinds of glycyrrhetate creams,and to provide reference for further development and utilization. METHODS:Modified Franz diffusion cell and isolated rat skin were adopted for in vitro percutaneous permeation test. 24 h accumulative permeation of glycyrrhizic acid in 6 kinds of glycyrrhetate creams(monoammonium glycyrrhizinate,diammonium glycyrrhizinate,monopotassium glycyrrhizinate, dipotassium glycyrrhizate,trisodium glycyrrhizinate,disodium glycyrrhetate)were determined by HPLC. The permeation characteristics of 6 kinds of glycyrrhetate creams were evaluated by calculating percutaneous absorption rate. RESULTS:24 h accumulative permeation of 6 kinds of glycyrrhetate in rat skin in descending order was as follows:trisodium glycyrrhizinate (23.933 μ g/cm2)>dipotassium glycyrrhizinate(22.952 μ g/cm2)>disodium glycyrrhizinate(15.424 μ g/cm2)>monopotassium glycyrrhizinate(10.703 μg/cm2)>diammonium glycyrrhizinate(9.557 μg/cm2)>monoammonium glycyrrhizinate(1.621 μg/cm2). The percutaneous permeation rate in descending order was as follows as trisodium glycyrrhizinate [1.010 2 μ g/(cm2·h)]>dipotassium glycyrrhizinate [0.974 5 μg/(cm2·h)]>disodium glycyrrhizinate [0.641 2 μg/(cm2·h)]>diammonium glycyrrhizinate [0.399 9 μg/(cm2·h)]>monopotassium glycyrrhizinate[0.362 8 μg/(cm2·h)]>monoammonium glycyrrhizinate[0.072 6 μg/(cm2·h)]. CONCLUSIONS:The permeation rate of trisodium glycyrrhizinate is the highest among 6 kinds of glycyrrhetate creams in vitro.

Pupose To explore the role of histogram analysis of apparent diffusion coefficient (ADC) maps obtained from multiple b value diffusion weighted imaging (DWI) in the assessment of progression of high-grade glioma (HGG) treated with chemoradiotherapy so as to determine the optimal b value.Materials and Methods Forty-one consecutive patients with HGG proved histopathologically who had undergone concurrent chemoradiotherapy at Second Hospital of Hebei Medical University from September 2014 to October 2015 were enrolled in the study.All the subjects underwent diffusion weighted MR imaging before and after therapy with b values of 0,1000,2000 and 3000 s/mm2.Based on the clinical and radiographic follow-ups,the patients were divided into progression and nonprogression groups.ADC maps were calculated according to hyperintense FLAIR lesions after completion of chemoradiotherapy.The fifth percentile (C5) in terms of cumulative histograms in different b-value ADC maps in multiple b value DWI was calculated,and the C5 of each ADC map between progression and non-progression groups was compared.Moreover,receiver operating characteristic analysis was used to determine the best cutoff values and diagnostic accuracy for predictors in the differentiation of true progression from non-progression.Results The C5 of all different b value ADC maps were significantly lower in the progression group than those in the non-progression group (P＜0.01).In terms of the accuracy of assessing the progression after therapy,the C5 in the high b value ADC maps was significantly higher than that in the low b value ADC maps.The area under the receiver operating characteristic curve (AUC) of the C5 was 0.717,0.832,0.909,0.933 and 0.937 respectively in the 5 ADC maps [ADC(1000/0),ADC(2000/0),ADC(30000/0,ADC(3000/1000) and ADC(3000/2000)].When the cutoff value of C5 was 405.6 mm/s2 in ADC(3000/2000) map,the sensitivity,specificity,positive predictive value and negative predictive value were 90.9％,89.7％,89.9％ and 91.0％,respectively.Conclusion The C5 in ADC map can effectively differentiate tumor progression of HGG,and that of high b values have higher accuracy.

Objective:To determine aflatoxin B1 , B2 , G1 and G2 in Shugan pills by HPLC and evaluate their safety. Methods:The product was analyzed by HPLC using a Shiseido C18 column(150 mm × 4. 6 mm,5 μm)with methanol-acetonitrile-water (10 :30 :60) as the mobile phase. An ultraviolet lamp was derivative at 254 nm, and the fluorescence detection was performed with the excitation wavelength at 360 nm and the emission wavelength at 450nm. The samples from nation-wide market were detected by the method. Re-sults:Good linear relationships were obtained within the range of 10-50 pg for aflatoxin B1 and G1 , and 3-15 pg for aflatoxin B2 and G2 . The recovery of aflatoxin B1 , B2 , G1 and G2 was 89. 9%,87. 9%,86. 1% and 87. 1%,respectively with all the RSD below 3. 0%. The results of all samples were satisfactory, and the qualification rate of the samples was 100%, indicating that the samples were safe. Conclusion:The developed method is convenient and accurate, which can be applied in the quantitative determination of Shugan pills.