Objective To construct and validate a risk prediction model for enteral nutrition feeding intolerance (FI) in patients with severe cerebral hemorrhage based on machine learning algorithms. Methods The clinical data of 485 patients with cerebral hemorrhage admitted to the neurological intensive care unit of Northern Jiangsu People's Hospital Affiliated to Yangzhou University from January 2020 to December 2022 were retrospectively analyzed. The patients were randomly divided into training set (n=339) and validation set (n=146) in a 7 to 3 ratio. Five machine learning algorithms were used to construct FI risk prediction models. The receiver operating characteristic (ROC) curve was plotted, and the model with the best predictive performance was selected based on the area under the curve (AUC). A nomogram model was constructed based on the optimal model. The calibration curve and decision curve analysis (DCA) were used to evaluate the calibration and clinical net benefit of the nomogram model. Results The incidence of enteral nutrition FI in patients with severe cerebral hemorrhage was 38.4%(186/485). Among the five machine learning algorithm models, the Logistic regression model had the best predictive performance(AUC=0.88). The analysis results of the Logistic regression model showed that the use of diuretics, mechanical ventilation, Glasgow Coma Scale score ≤5, vasoactive drugs, and albumin level<35 g/L were risk factors for enteral nutrition FI in patients with severe cerebral hemorrhage. A nomogram model was further constructed based on these five risk factors. The calibration curve analysis showed that the calibration curve fitted well with the ideal curve, indicating a high calibration degree of the nomogram model. The DCA results showed that when the threshold probability was 5% to 73%, the application of the nomogram model for screening could clinically benefit patients. Conclusion The construction of a nomogram model for predicting the risk of enteral nutrition FI in patients with severe cerebral hemorrhage based on machine learning methods can help to early screen high-risk patients for enteral nutrition FI and timely formulate preventive measures, thereby reducing the incidence of enteral nutrition FI in patients with severe cerebral hemorrhage.

Objective To retrieve relevant literature on risk prediction model for methicillin-resistant Staphylococcus aureus (MRSA) infection among hospitalized patients from databases and evaluate the predictive model. Methods The literature on risk prediction models for MRSA infection among hospitalized patients was retrieved from PubMed, Embase, Scopus, Cochrane library, China National Knowledge Infrastructure (CNKI), WanFang data, and VIP database, with a time range from the inception of the database to January 1, 2024. Two researchers independently screened the literature, extracted data. The Prediction Model Risk of Bias Assessment Tool (PROBAST) was applied to evaluate the risk of bias and applicability of the prediction model in the literature, and descriptive analysis was conducted. Results A total of 12 articles (15 prediction models) were included in this study, with significant differences in the total sample size, the number of MRSA infection events, sample size of modeling, and sample size of validation among the studies. Common predictors in the prediction models were admission to the intensive care unit, antibiotic use, history of residence in nursing facilities, age, chronic kidney disease, and previous hospitalization history. Nine articles conducted internal validation, and three articles conducted both internal and external validation. Nine articles reported the area under the receiver operating characteristic curve, and only three articles reported the calibration of the model based on the Hosmer-Lemeshow test. PROBAST analysis showed that 10 articles were assessed as high risk bias, mainly stemming from statistical analysis. Conclusion Most of the MRSA infection risk prediction models in the current literature have good predictive efficacy for MRSA infection, but they all have higher overall risk of bias, and only a few models have undergone external validation. Researchers should follow PROBAST standards to construct and externally validate models in the future so as to develop models suitable for clinical practice.

Objective To explore the effect of attachment wear on tooth movement in clear Aligner treatment, and to provide references for improving the efficiency of orthodontic treatment. Methods The tooth cone bean computed tomography (CBCT) scanning data were obtained, and the tooth model was established and assembled with the worn and complete attachment, respectively. When the appliance applied 2° distal torsion, 0.25 mm distal displacement, 0.1 mm depression displacement and 0.1 mm elongation displacement to the teeth, the changes of tooth displacement, periodontal ligament stress and root equivalent stress in the worn and complete attachment groups were compared. Results When the clear Aligner was used to apply distal torsion and elongation displacement to the teeth, the maximum tooth displacement decreased significantly, and the worn attachment caused the teeth to move obliquely when the distal translation and elongation displacement occurred. When the tooth was subjected to distal torsion, distal translation, depression and elongation, the maximum principal stress of periodontal ligament and the equivalent stress of tooth root decreased when the worn attachment caused the tooth to be subjected to distal torsion, distal translation, depression and elongation. Conclusions Attachment wear will affect the efficiency of tooth rotation and elongation.When the attachments are obviously worn, they should be replaced in time to ensure normal function of the attachments.

Objective:To evaluate the efficacy of dual-tuberosity locking plate for the treatment of proximal humeral fractures.Methods:This study retrospectively analyzed data of patients with proximal humeral fractures treated with a new locking plate from July 2017 to July 2019. Finally, 19 eligible patients were included, including 12 females and 7 males, with an average age of 64.0±12.8 years (range, 32-85 years). According to the Neer classification of proximal humeral fractures, 1 case was two-part fractures, 9 cases three-part fractures and 9 cases four-part fractures. Among them, 9 cases combined with greater and lesser tuberosities fractures and 10 cases with isolated greater tuberosity fractures. Constant-Murley and disabilities of the arm shoulder and hand (DASH) scores, the change of neck-shaft angle, the change of humeral head height, tuberosity consolidation and other complications were recorded at the latest follow-up.Results:The mean follow-up time was 16.1 months (range, 12-18 months). All fractures were healed within follow-up period. Mean Constant-Murley score was 84.2±11.0 (range, 55-98), DASH score was 19.4±11.6 (range, 2.3-47.8) and VAS was 1.6±1.3 (range, 0-4) at the latest follow-up. As for the radiographic results, 19 patients had a mean neck-stem angle of 141.9°±9.8° (range, 132.17°-162.66°) on the first day after surgery, and a mean humeral head height of 18.0±5.9 mm (range, 7.45-27.12 mm). The mean neck-stem angle was 148.6°±7.5° (range, 132.70°-159.39°) and the mean humeral head height was 17.4± 5.5 mm (range, 5.02-27.31 mm) at the latest follow-up. The average change of neck-stem angle was 3.29° (range, 0.68°-33.10°), and mean change of humeral head height was 0.68 mm (range, 1.32-6.56 mm). No fractures developed greater or lesser tuberosity absorption or malunion, but 4 cases suffered loss of fixation and 1 developed primary intra-articular screw penetration as well as wound infection.Conclusion:In the open reduction and internal fixation of the proximal humeral fractures, the new locking plate can fix greater and lesser tuberosity fractures simultaneously, which helps reduce their displacement and deformity of tuberosities. By given that, satisfactory radiographic outcomes and shoulder functions can be obtained.

Objective To study the clinical impact of microvascular invasion (MVI) on patients with intrahepatic cholangiocarcinoma (ICC) after R0 resections.Methods The clinicopathological data of 359 patients with ICC who underwent R0 resection in the Zhongshan Hospital,Fudan University between January 2000 and December 2008 were retrospectively studied.Univariate analysis and multivariate analysis were carried out to study factors related to postoperative survival outcomes and recurrence.The impact of MVI on patients with ICC after R0 resection was studied.Results The incidence of MVI was 13.6％ in the study cohort.MVI was correlated with HBV infection (P ＜ 0.05),liver cirrhosis (P ＜ 0.05) and tumor differentiation (P ＜ 0.05).The 1-,3-,5-year overall survival (OS) between the MVI positive and negative groups were 50.0％,20.9％,12.2％ and 63.9％,33.1％,22.0％ respectively (P ＜ 0.05),and the median survival time was 13 months and 18.5 months (P ＜0.05).The 1-,3-,5-year recurrence free survival (RFS) rates between the MVI positive and negative groups were 29.7％,12.7％,8.5％ and 50.6％,26.9％,18.4％,respectively (P ＜0.05),and the median recurrence free survival time was 8 months and 12.5 months (P ＜ 0.05).Multivariate analysis showed that MVI was an independent risk factor affecting recurrence after R0 resection (HR 1.852,95％ CI:1.075 ～ 3.195,P ＜ 0.05).Conclusions The occurrence of MVI in ICC patients was associated with hepatitis B infection.MVI was an independent risk factor affecting recurrence in ICC patients after R0 resection.However,it was not an independent risk factor of overall survival in patients after R0 resection.The clinical impact of MVI on patients with ICC was not as strong as for hepatocellular carcinoma.

Objective: To explore the effects and mechanism of humble leadership on organizational trust and voice behavior of nursing staff. Methods: A total of 249 questionnaires were collected with a questionnaire survey, the effective response rate was 91.54%. The structural equation model was used to test the relationship between variables. Results: The humble leadership had a significantly positive influence on the organizational trust (β= 0.46, P<0.01) and voice behavior (β= 0.63, P<0.01) of nursing staffs, organizational trust played the partial mediating effect (β= 0.29, P<0.01). Conclusion A nursing manager who is good at humble behavior can promote organizational trust among the subordinate nursing team, which in turn, directly and indirectly enhances their positive voice behavior.

Objective To investigate the clinical significance of serum CEA , CA19-9, CA72-4, CA242, CA50, PGⅠand PGR ( PGⅠ/PGⅡ) in the Diagnosis of preoperative and postoperative gastric cancer.Methods Retrospective study.The levels of CEA , CA19-9, CA72-4, CA242, CA50, PGⅠand PGⅡin serum of 41 patients with gastric cancer preoperative and postoperative and 60 healthy people were detected by AutoLumo A2000 chemiluminescence immunoassay and compared.Statistical analysis was performed using Rank-sum test by SPSS 17.0.Results The median of CEA, CA19-9, CA72-4, CA242, CA50, PGI, PGII and PGR in postoperative gastric cancer group were 3.79 ng/ml, 17.85 U/ml, 3.50 U/ml, 14.52 U/ml, 17.62 U/ml, 32.81 ng/ml, 11.48 ng/ml, 3.35.The postoperative gastric cancer group were 1.67 ng/ml, 7.76 U ml, 1.73 U/ml, 6.30 U/ml, 7.57 U/ml, 20.56 ng/ml, 5.71 ng/ml, 2.94.The healthy group were 1.53 ng /ml, 7.59 U/ml, 1.47 U/ml, 6.08 U/ml, 5.68 U/ml, 90.86 ng/ml, 14.85 ng/ml, 6.67.There were statistical differences in the serum levels of CEA , CA19-9, CA72-4, CA242, CA50, PGⅠ, PGⅡand PGR among different groups (chi-squared values were 79.108, 20.678, 20.374, 7.252, 56.73, 131.212, 20.38, 86.37, P<0.05).By the Mann-Whitney rank sum test,the serum levels of CEA , CA19-9, CA72-4, CA242 and CA50 in patients with preoperative gastric cancer were significantly higher than those in healthy controls (Z values were -8.598, -4.425, -4.365, -2.000,-7.420, P<0.05).The level of postoperative group was significantly lower than that of preoperative group (Z value were -4.641, -2.383, -2.459, -2.399, -2.903, P<0.05).The serum PGⅠ, PGⅡand PGR levels in patients with preoperative gastric cancer were significantly lower than those in healthy controls (Z values were -10.309, -2.695, 8.637, P<0.05).The PGⅠlevel in the postoperative group was significantly lower than that in the preoperative group (Z value was -2.109, P<0.05).PGⅡ,PGR levels of postoperative group were lower than those of preoperative group , but the difference were not statistically significant.(Z values were -1.506,-0.838, P values were 0.132,0.402).Conclusion The detection of the seven serum markers can help to preoperative diagnosis and postoperative monitoring of gastric cancer .

Objective:To establish an analytical method for HPLC fingerprint chromatography of Simiao Junyi ointment to provide basis for the quality control standard. Methods:The separation conditions were established to obtain the HPLC fingerprint chromatog-raphy of the main ingredients in Simiao Junyi ointment. The conditions were as follows:the chromatographic column was Ultimate C18-ODS(250 mm ×4.6 mm,5 μm), the mobile phase was acetonitrile-0.1% phosphate solution, the flow rate was 1.0 ml·min-1, the detection wavelength was 280 nm, and the column temperature was 35℃. The common peaks in the chromatography were analyzed for their belongings. Results:Gradient elution was performed under the above optimal separation conditions, the constituents in Simiao Ju-nyi ointment were separated from each other perfectly, and the optimal fingerprint chromatography was obtained. Though the methodolo-gy examination, the indicators such as precision, stability and repeatability of the method were all promising, and the fingerprint chro-matography could be seen clearly and was easy to be analyzed. The relationships between Simiao Junyi ointment and the common peaks of four medicinal materials in the fingerprint chromatography were preliminary determined, which provided important basis for the quali-ty control of Simiao Junyi ointment. Conclusion:The HPLC fingerprint chromatography of Simiao Junyi ointment can be used as an a-nalysis method for the quality control of Simiao Junyi ointment, which provides reference for the quality control standard for the finished product.

Objective:To explore the degradation effect of gamma-rays radiation sterilization on the effective constituents in Simiao Junyi ointment and study the changes of fingerprint chromatography before and after the sterilization to provide basis for the feasibility of gamma-rays radiation sterilization for Simiao Junyi ointment. Methods:The contents of tetrahydropalmatine and PNS ( Panax Notogin-seng saponins) in Simiao Junyi ointment were determined by HPLC, and the fingerprint chromatography was established. The content changes of tetrahydropalmatine and PNS in Simiao Junyi ointment before and after the gamma-rays radiation sterilization were compared among the same batch and various batches, and the relative retention time and relative peak area in the fingerprint chromatography were also compared. Results:The content of tetrahydropalmatine had no change basically before and after the gamma-rays radiation steriliza-tion(P >0. 05), and there was no change in the total content of PNS (P >0. 05). Comparing the HPLC fingerprint chromatography at 280 nm, the relative retention time had statistically significant change after the gamma-rays radiation sterilization ((P <0.05), while the relative peak area had no statistically significant change(P >0. 05). The number of characteristic peaks reduced by one, namely the C8 characteristic peak disappeared in the pasteurized chromatography, and the areas of C6, C9 and C14 peak decreased significantly, while that of C12 increased. Conclusion:Gamma-rays radiation sterilization have no notable effect on the content of tet-rahydropalmatine and PNS in Simiao Junyi ointment, it can be used for the sterilization of Simiao Junyi ointment.

Objective:To observe the protective effect of deproteinized extract of calf blood (DECB)on the ethanol-induced liver injury of the mice,and to preliminaryly discuss its mechanism. Methods:Sixty healthy ICR mice were divided into control group,model group,positive drug group,low,medium and high doses of DECB groups (n=10).By intragastric administration,the mice in control group were given 20 mL·kg-1 saline solution, the mice in low,medium and high doses of DECB groups were administrated with 0.125,0.250,0.500 g·kg -1 DECB,and the mice in positive drug group were administrated with 0.63 g·kg -1 Hugan Tablets;once a day for 30 d. 1 h after the last administration,except control group,the mice in other groups were administrated with one-time grant of 50% ethanol 14 mL·kg -1 ,and fasted for 16 h to establish the models of acute alcohol liver injury.The endurance alcohol time and drunk time of the mice were determined,the activities of aspartate aminotransferase (ALT)and alanine transaminase (AST)activity in serum of the mice were detected,the levels of triglyceride (TG),glutathione (GSH)and malonic dialdehyde (MDA)in liver tissue were determined,and the pathological changes of liver tissue were detected.Results:Compared with model group,the drunk symptoms of the mice in different doses of DECB groups were obviously reduced,the endurance time of the mice in high dose of DECB group and positive drug group was prolonged (P <0.05),and the drinking time was shortened (P <0.05);the ALT and AST activities in serum in mediun and high doses of DECB groups were significantly lower than those in model group (P <0.05).Compared with model group,the MDA and TG levels in liver tissue of the mice in medium and high doses of DECB groups and positive drug group were obviously reduced,and the GSH levels were increased (P <0.05);compared with model group,the pathological damages of liver tissue of the mice in high dose of DECB group caused by ethanol were significantly reduced.Conclusion:DECB can improve ethanol-induced liver injury which may be related to the inhibition of hepatic oxidative stress response.