Objective To develop a multivariate modeling and prediction approach using the data of influenza incidence, meteorological factors and PM_2.5 variables in Hefei City, and to provide new insights into multivariate modeling and prediction methods. Methods PM_2.5 data were transformed into fractal dimension data and, along with meteorological data, were incorporated into a ConvLSTM model. The performance of this model was compared with traditional ARIMAX and multivariate LSTM models. Results The ARIMAX model's testing set Mean Absolute Error (MAE) was 95.75, Root Mean Square Error (RMSE) was 176.72, and Index of Agreement (IA) was 0.396642. The multivariate LSTM model's testing set MAE was 22.18, RMSE was 43.06, and IA was 0.974611. For the fractal dimension-based ConvLSTM model, the testing set MAE was 17.37, RMSE was 32.25, and IA was 0.988149. Conclusion The fractal dimension effectively captures the complexity and self-similarity of PM_2.5 concentration, providing the model with richer feature information. The fractal dimension-based ConvLSTM model significantly outperforms the traditional ARIMAX model and the multivariate LSTM model in prediction accuracy and can be used for predicting the number of influenza cases.

Objective To explore the relationship between serum long non-coding RNA hypoxia-inducible factor 1 alpha antisense RNA 1(lncRNA HIFA1-AS1),CXC chemokine ligand 9(CXCL9)and disease severity,adverse pregnancy outcome in patients with preeclampsia.Methods A total of 83 patients with preeclampsia admitted to Xi'an Gaoxin Hospital January 2021 to December 2022 were taken as preeclampsia group,According to the time of diagnosis,patients with preeclampsia were divided into early onset preeclampsia group(n=39)and late onset preeclampsia group(n=44).According to the severity of the condition,patients with preeclampsia were divided into two groups:mild preeclampsia group(n=51)and severe preeclampsia group(n=32).According to pregnancy outcomes,they were divided into a normal pregnancy outcome group(n=56)and an adverse pregnancy outcome group(n=27).At the same time,60 healthy pregnant women with pregnancy were collected as control group.Real-time fluorescence quantitative PC(qRT-PCR)was used to detect serum lncRNA HIF1A-AS1,and enzyme-linked immunosorbent assay(ELISA)was used to detect serum CXCL9.Spearman rank correlation analysis was used to analyze the association between serum lncRNA HIF1A-AS1,CXCL9 and severity of disease.Logistic regression analysis was used to analyze the factors influencing the adverse pregnancy outcome in patients with preeclampsia.ROC curve was drawn to assess the predictive value of serum lncRNA HIF1A-AS1,CXCL9 for adverse pregnancy outcome.Results The relative expression of serum lncRNA HIF1A-AS1(0.73±0.26)in preeclampsia group was lower than that(1.15±0.34)in control group,and CXCL9 level(209.34±45.34 pg/ml)higher than that(116.80±37.76 pg/ml)in control group,the differences were statistically significant(t=8.379,12.903,all P<0.05).The relative expression of serum lncRNA HIF1A-AS1(0.58±0.21)in early-onset preeclampsia group was lower than that in late-onset preeclampsia group(0.86±0.27),and CXCL9 level(236.60±31.02 pg/ml)higher than that in late-onset preeclampsia group(185.18±23.63 pg/ml),the differences were statistically significant(t=5.226,8.551,all P<0.05).The relative expression of serum lncRNA HIF1A-AS1(0.52±0.21)in severe preeclampsia group was lower than that in late-onset preeclampsia group(0.97±0.34),and CXCL9 level(253.38±41.20 pg/ml)higher than that in late-onset preeclampsia group(159.65±40.79 pg/ml),the differences were statistically significant(t=6.409,10.152,all P<0.05).Serum lncRNA HIF1A-AS1 and CXCL9 were associated with condition of preeclampsia(r=-0.627,0.651,all P<0.05).CXCL9[OR(95%CI):1.581(1.098～2.276)]was independent risk factor for adverse pregnancy outcome in patients with preeclampsia(P<0.05).LncRNA HIF1A-AS1[OR(95%CI):0.806(0.673～0.965)]was a protective factor(P<0.05),and early-onset preeclampsia[OR(95%CI):1.390(1.088～1.775)]and severe preeclampsia[OR(95%CI):1.589(1.222～2.066)]were risk factors for adverse pregnancy outcome(all P<0.05).Serum lncRNA HIF1A-AS1,CXCL9 and indicators combined had predictive value for adverse pregnancy outcome in patients with preeclampsia,with AUC of 0.770,0.767 and 0.876,respectively.And the combined prediction AUC was better than single indicator,and differences were statistically significant(Z=2.455,2.398,all P<0.05).Conclusion Serum lncRNA HIF1A-AS1 expression is down-regulated and CXCL9 expression is up-regulated in patients with preeclampsia,both indicators are associated with severity of disease and adverse pregnancy outcome.Early detection of two indicators are expected to be markers for predicting adverse pregnancy outcome in patients with preeclampsia.

Objective To investigate the role and mechanism of zinc finger protein 281(ZNF281)in high glucose(HG)-induced epithelial-mesenchymal transition(EMT)and extracellular matrix(ECM)synthesis in renal tubular epithelial cells(RTECs).Methods HG induced RTECs were used to construct a diabetic kidney disease cell model,and cells were divided into the control group,the HG group and the mannitol group.Cell proliferation viability was detected by CCK-8.The expression of ZNF281 was knocked down in HG-treated RTECs using small interfering RNA(siRNA).HG-induced RTECs after knockdown of ZNF281 were divided into the control group,the HG group,the HG+ZNF281 siRNA group and the HG+ZNF281 vector group.Adenosine monophosphate-activated protein kinase(AMPK)was activated using AMPK agonist,acadexin(AICAR),and then cells were divided into the control group,the HG group,the HG+AICAR group and the HG+dimethyl sulfoxide group.The expression levels of ZNF281,EMT and ECM synthesis-related indexes were detected by qPCR and Western blot assay.Results Compared with the control group,the protein and mRNA expression levels of vimentin,α-smooth muscle actin(α-SMA),fibronectin(FN)and collagen Ⅰ(Col Ⅰ)were significantly higher,and the expression of E-cadherin was significantly lower in the HG group.Compared with the HG group,the protein and mRNA expression levels of EMT and ECM synthesis-related indexes were significantly changed in the HG+ZNF281 siRNA group and the HG+AICAR group.The protein and mRNA expression levels of ZNF281 were significantly reduced in the HG+AICAR group compared with the HG group.In cells co-treated with AICAR and transfected with ZNF281 plasmid,the expression levels of vimentin,α-SMA,FN and Col Ⅰ were significantly higher in the AICAR+ZNF281 group,and E-cadherin was significantly lower compared with that of the vector group.Conclusion AMPK inhibits EMT and ECM synthesis in HG-treated RTECs by negatively regulating the expression level of ZNF281.

In recent year,under the influence of the concept of"slow employment"and"lazy employment",more and more job seekers flow to the market.Considering that human resource is the basic of hospital survival and development,and talent recruitment is the source of talent work,hospitals need to ensure effective recruitment of talents under the digital economy era,and seize these opportunities to attract talents.By analyzing the measures of the recruitment process of the Six Affiliated Hospital of Sun Yat-sen University during 2018-2023,the paper summarizes the hospital's experience to improve the recruitment process by building a broader,more complete,faster and more accurate recruitment system.At the same time,the recruitment process should be constantly optimized in accordance with the current policies of epidemic prevention and control to ensure that talents are available for hospitals and hospitals can employ the most suitable talents.

Establishing a full-cycle contract management model for comprehensive public hospitals has practical signifi-cance for the development of smart hospitals.The aim is to create a hierarchical and classified contract management system fo-cused on information sharing.The method involves outlining the systematic processes of contract management within the hospital,analyzing common issues from multiple dimensions-such as management processes,level of information technology,and process supervision-and proposing solutions to meet the requirements of modern public smart hospital contract management.Based on in-formation sharing and hierarchical management,this approach offers ideas for refined management in hospitals and promotes the high-quality development of comprehensive medical services in smart hospitals..

Objective To analyze the diagnostic efficacy and clinical significance of magnifying endoscopy combined with narrow-band imaging(ME-NBI),acetate-indigo rouge staining and multi-slice spiral CT for early gastric cancer and precancerous lesions.Methods 202 patients with suspected early gastric cancer and precancerous lesions from February 2019 to March 2022 were regarded as the subjects of this study,all the patients underwent ME-NBI,acetate-indigo rouge staining,and multi-slice spiral CT examination;The diagnostic value of different examination methods for early gastric cancer and precancerous lesions was analyzed using the receiver operator characteristic curve(ROC curve),using the pathological results of gastric cancer as the gold standard,the diagnostic value of ME-NBI,acetate-indigo rouge staining combined with multi-slice spiral CT and their combination in early gastric cancer and precancerous lesions was analyzed using a four grid table.Results The image quality of ME-NBI and acetate-indigo rouge staining combined examinations was significantly higher than that of their respective independent examinations(P<0.05).There was significant difference in the degree of differentiation in the clinical features of patients with early gastric cancer and precancerous lesions(P<0.05).The area under the curve(AUC)of ME-NBI for the diagnosis of early gastric cancer and precancerous lesions was 0.853,the accuracy was 85.64%,the sensitivity was 88.37%,and the specificity was 83.62%.The AUC of acetate-indigo rouge staining for the diagnosis of early gastric cancer and precancerous lesions was 0.814,the accuracy was 81.68%,the sensitivity was 83.72%,and the specificity was 80.17%.The AUC of multi-slice spiral CT for the diagnosis of early gastric cancer and precancerous lesions was 0.804,with an accuracy of 80.69%,a sensitivity of 82.56%,and a specificity of 79.31%.And the AUC of the three methods combined to diagnose early gastric cancer and precancerous lesions was 0.893,with an accuracy of 89.60%,a sensitivity of 93.02%,and a specificity of 87.07%.Conclusion ME-NBI,acetate-indigo rouge staining combined with multi-slice spiral CT has high diagnostic efficacy in early gastric cancer and precancerous lesions,and can be used in clinical practice.

OBJECTIVE To provide a reference for the early diagnosis， drug treatment and medication monitoring for patients with Lemierre’s syndrome. METHODS The doctors confirmed the diagnosis of the patient as having Lemierre’s syndrome based on the patient’s condition and the results of metagenomic next-generation sequencing （mNGS）， and the clinical pharmacists participated in the treatment process of the patient. During the treatment process， the clinical pharmacists suggested using piperacillin sodium and tazobactam sodium combined with metronidazole for anti-infective treatment against Fusobacterium necrophorum infection； clinical pharmacists recommend anticoagulant treatment with Enoxaparin sodium injection for left internal jugular vein thrombophlebitis. RESULTS The doctors accepted the suggestion of the clinical pharmacists， and the patient’s condition improved after treatment and was allowed to be discharged with medication. CONCLUSIONS By interpreting the results of mNGS， combined with the patient’s condition， the clinical pharmacists assist doctors in formulating individualized anti-infective and anticoagulant plans for the patient and provide medication monitoring， ensuring the safety and effectiveness of the patient’s medication.

Bronchiectasis has the characteristics of long course,gradual aggravation,easy recurrence and difficult to treat.The characteristics are similar to those arouse by incubative pathogenic factors.Based on the theory of incubative pathogenic factors,this disease is often related to the incubative pathogenic factors in the body's areas with deficient healthy qi,which occur at regular times.The etiology can be external,congenital,or internal.Treatment should focus on different characteristics of incubative pathogenic factors.Attention should be paid to clearing and dispersing in external pathogenic factors,while attention should be paid to supporting and promoting healthy qi in congenital pathogenic factors,and do not forget to remove internal pathogenic factors.

The application of Raman spectroscopy in the field of laboratory medicine is making continuous progress and development. The biosensor platform based on Raman spectroscopy provides a new means for accurate molecular diagnosis of diseases. In particular, as a fast and non-destructive detection method, surface-enhanced Raman scattering has the advantages of simple sample preparation, little interference from water and real-time detection, and shows great application potential in the field of medical examination. At the same time, with the integration of SERS and other technologies, including electrochemistry, new nano-materials, microfluidic, biochip, DNA nano-machine, artificial intelligence and machine learning, it will play a more and more important role in the field of medical laboratory. With the deepening of SERS research and the cross-integration between multiple disciplines, it will be widely used in biomedical detection and is expected to become an important technology platform for the next generation of precision diagnosis.

The intervention and prevention of perioperative hypothermia is not only reflected in the technical level, but also reveals the important role of humanistic care in the whole intervention work. If perioperative patients have hypothermia, it is likely to cause a series of complications such as postoperative shivering, which seriously threatens the life safety of patients. Prevention and intervention was based on a comprehensive understanding of the causes and hazards of hypothermia, especially the impact on the lives of the elderly. Effective supervision was implemented in the whole process of operation, such as dynamic monitoring of vital signs including body temperature, followed by room temperature regulation, body temperature protection and preoperative and postoperative psychological nursing. At this time, the sense of responsibility, good humanistic care of medical staff are of positive significance to effectively prevent and reduce the probability of perioperative hypothermia and accelerate the postoperative rehabilitation of patients.