The rapid development of artificial intelligence (AI), especially generative AI (GenAI), has already brought, and will continue to bring, revolutionary changes to our daily production and life, as well as create new opportunities and challenges for diagnostic and therapeutic practices in the medical field. Haihe Hospital of Tianjin University collaborates with the National Supercomputer Center in Tianjin, Tianjin University, and other institutions to carry out research in areas such as smart healthcare, smart services, and smart management. We have conducted research and development of a full-process disease diagnosis and treatment assistance system based on GenAI in the field of smart healthcare. The development of this project is of great significance. The first goal is to upgrade and transform the hospital's information center, organically integrate it with existing information systems, and provide the necessary computing power storage support for intelligent services within the hospital. We have implemented the localized deployment of three models: Tianhe "Tianyuan", WiNGPT, and DeepSeek. The second is to create a digital avatar of the chief physician/chief physician's voice and image by integrating multimodal intelligent interaction technology. With generative intelligence as the core, this solution provides patients with a visual medical interaction solution. The third is to achieve deep adaptation between generative intelligence and the entire process of patient medical treatment. In this project, we have developed assistant tools such as intelligent inquiry, intelligent diagnosis and recognition, intelligent treatment plan generation, and intelligent assisted medical record generation to improve the safety, quality, and efficiency of the diagnosis and treatment process. This study introduces the content of a full-process disease diagnosis and treatment assistance system, aiming to provide references and insights for the digital transformation of the healthcare industry.
Artificial Intelligence ; Humans ; Delivery of Health Care ; Generative Artificial Intelligence

Purpose/Significance To explore the characteristics and clinical significance of differentially expressed genes closely re-lated to HPV E6/E7 by using bioinformatics.Method/Process The cervical tissue and clinical information of cervical cancer in TCGA and GTEx of UCSC are used as the training set.The expression profile chip GSE63514 related to cervical cancer in GEO is used as the validation set.Firstly,the limma package of R software is used to screen DEGs of tumor and normal samples,and Venn map of genes re-lated to E6/E7 protein in MigDB is made.Survival analysis is performed by survival kit and verified by ROC and protein expression lev-els.Secondly,key genes are obtained by copy number variation and methylation correlation.Finally,the specific co-expression network is constructed and enrichment analysis and immune infiltration analysis are performed.Result/Conclusion There are 101 differentially expressed genes related to HPV E6/E7 protein,and three genes are found to have significance after screening,namely E2F1,MCM4 and PCNA.At the same time,it is found that the genes in the specific coexpression network are significantly enriched in the DNA replication and chromosome organization pathways.Immune correlation analysis shows that key genes are significantly associated with CD4 T cells,B cells and neutrophils.DNA replication,chromosome organization,etc.,are the molecular mechanisms and key genes significantly related to the development of cervical squamous cell carcinoma and HPV E6/E7 encoded proteins.

Objective:To identify differentially expressed genes (DEGs) associated with the progression of synovitis in RA by using bioinformatics analysis and explore the effects of DMARDs such as methotrexate, tocilizumab and rituximab on the DEGs in RA synovium.Methods:RA expression profile microarray data GSE7307、GSE12021、GSE55457、GSE55235、GSE77298、GSE89408 were acquired from the public gene chip database (GEO), including 113 synovial tissue samples from RA and 70 healthy controls (HC). At the same time, synovial expression microarrays GSE45867, GSE24742 and GSE97165 after DMARDs treatment were obtained. These data included 8 samples treated with methotrexate, 12 treated with tocilizumab, 12 treated with rituximab and 19 treated with combined tDMARDs. R software was used to screen DEGs and Venn plots using gene ontology function enrichment and Kyoto encyclopedia of genes and genomes pathway enrichment analysis. Hub genes were selected by STRING online analysis tool and Cytoscape software.Results:Compared with HC, 797 DEGs were up-regulated and 434 DEGs were down-regulated in the synovial tissue of RA. These DEGs were mainly enriched in T cell activation, immune response-activating cell surface receptor signaling pathway. Using Cytoscape and cytoHubba to obtain 5 sets of DEGs based on the STRING database model, the degree algorithm screened out 10 hub genes: LCK, SYK, PTPRC, HLA-DRA, LYN, NCAPG, TOP2A, JUN, CXCR4, CCNB1. Methotrexate treatment significantly up-regulated 20 DEGs and down-regulated 30 DEGs. Rituximab treatment up-regulated 100 DEGs and down-regulated 55 DEGs. Tocilizumab treatment up-regulated 91 DEGs and down-regulated 317 DEGs. These altered DEGs were enriched in regulating cell adhesion, leukocyte-cell adhesion, leukocyte transfer, and insulin-like growth factor receptor signaling pathways. It was worth noting that after treatment, a total of 306 high-expressing DEGs were down-regulated, and 36 low-expressing DEGs were up-regulated.Conclusion:LCK, insulin-like growth factor receptor signaling pathway, etc. are the responsible molecular mechanisms and key pivot genes for the occurrence and development of RA, and the treatment of DMARDs, which are closely related to the response of RA to the treatment of DMARDs.

Objective:To explore the effect of progressive rehabilitation nursing based on failure mode and effect analysis (FMEA) in patients after femoral neck fracture.Methods:From December 1, 2017 to December 31, 2020, convenience sampling was used to select patients with femoral neck fractures admitted to the Department of Orthopedics of Longyou County People's Hospital as the research subject. A total of 302 patients were included and divided into the observation group ( n=150) and the control group ( n=152) by random number table method. The patients in the control group were given routine rehabilitation nursing, and the patients in the observation group received the progressive rehabilitation nursing based on FMEA on the basis of the control group. The scores of the Harris Hip Score (HHS) and Hospital Knee Score Scale (HSS) were compared between the two groups before nursing and two months after nursing, and the excellent and good rate of joint function and incidence of postoperative complications were compared between the two groups. Results:After two months of nursing, the HHS score, HSS score, and excellent and good rate of joint function in the observation group were higher than those in the control group, and the differences were statistically significant ( P<0.05) . The total incidence of nonunion, serious adhesion and delayed fracture union in the observation group was lower than that in the control group, and the difference was statistically significant ( P<0.05) . Conclusions:The application of progressive rehabilitation nursing based on FMEA in patients after femoral neck fracture can improve the recovery of hip and knee joint function and the rate of excellent and good joint function, which is worthy of promotion in clinical practice.

Objective: To investigate the effect of erythropoietin (EPO) on the expression of aquaporin 2-3 after the release of unilateral ureter obstruction in young rats. Methods: Twenty-four SD rats were randomly divided into 3 groups(CUUO-R group, CUUO-R+ EPO group and sham group, with 8 rats in each group). The CUUO-R model was built through unilateral ureteral ligation, after 48 h the obstruction was released.EPO was given to the CUUO-R+ EPO group at the time point of removing obstruction, and then repeated every other day for 1 week, and the same volume of saline was simultaneously given to the CUUO-R rats.The rats in sham group experienced the laparotomy and free dissection of left ureter but not ligation.The kidneys were harvested 7 d after the release of CUUO.The methods of Western blot and immunohistochemistry were used to examine the effects of erythropoietin on the expression of AQP2 and AQP3. Results: The osmotic pressure of CUUO-R+ EPO group was higher than those of CUUO-R group, but lower than that of sham group(P=0.007). The concentration of creatinine and urea in the CUUO-R group[(58.001±2.416) μmol/L and (9.025±1.158) mmol/L]were higher than those of CUUO-R+ EPO group [(57.072±2.286) μmol/L and (1.479±0.043) mmol/L] and sham group [(54.820±1.536) μmol/L and (6.929±0.604) mmol/L]. The differences of the concentration of creatinine and urea between CUUO-R group and sham group were statistically significant(P<0.05). There was no significant difference between CUUO-R+ EPO group and Sham group(P>0.05). The immunohistochemistry showed that the expressions of AQP2 and AQP3 in co-llecting duct in CUUO-R group were significantly weaker than those of in sham group, and the expression of those in CUUO-R+ EPO group were slightly weaker than sham group.These results were further confirmed by Western blot, as the relative quantity of AQP2 and AQP3 were also the lowest in CUUO-R group(AQP2 in 3 groups were 0.974±0.109, 1.923±0.097 and 2.002±0.044, F=392.4, P=0.000; AQP3 in 3 groups were 0.941±0.048, 1.497±0.043 and 1.863±0.043, F=735.8, P=0.000). Conclusions EPO treatment is beneficial for the recovery expre-ssion of AQP2 and AQP3 as well as renal function at the early period after the release of ureteral obstruction in young rats.

To meet the requirements of training objectives for medical students , The national Experimental Teaching Demonstration Center for Clinical Skill (Xi'an Jiaotong University) has established three training platforms for "basic clinical skills", "clinical specialist skills" and "clinical comprehensive skills", and constructed a "whole-process and staged" clinical skills training and assessment system lasting from entering clinical study to graduation, in which clinical courses as the carrier, the clinical skill center as the main training base and containing clinical novitiate, internships and pre-graduation stage. This system integrates clinical skills training and evaluation into the whole process of clinical medicine teaching. More than two years of practice shows that the system has effectively improved the clinical practice ability of medical students, and the quality of medical education, and helped the school achieve the expected teaching objectives.

Purpose To observe the changes of perineal body morphology and modulus of primiparas with real-time shear wave elastography (SWE) combined with gray-scale ultrasound and to explore the influence of delivery on perineal body tension. Materials and Methods One hundred and sixty primiparas after 42 to 56 days of delivery in the Department of Gynecology and Obstetrics of the First Affiliated Hospital of Nanchang University from December 2016 to August 2017 were enrolled and divided into cesarean section group (n=80) and vaginal delivery group (n=80). Meanwhile, 100 healthy married nulliparous women during the same period were selected as nulliparous group. Perineal body depth, height and Young's modulus were measured by using gray-scale sonography and SWE at resting state and retraction status. Values of each ultrasonic parameter were analyzed. Results Difference of perineal body depth and height contraction amplitude was of statistical significance among subjects in the three groups (P<0.05). The mean Young's modulus of perineal body during resting state and retraction status in nulliparous group was higher than those in the cesarean section group and vaginal delivery group, while that in cesarean section group was higher than that in vaginal delivery group. The differences were statistically significant (P<0.05). Conclusion Different delivery modes have different effects on female perineal body muscle, among which vaginal delivery is of more obvious damage to perineal body.

Objective To observe the effects of PCIA with oxycodone after laparoscopic surger-y.Methods Forty ASA Ⅰ or Ⅱ patients aged 20-60 years undergoing laparoscopic surgery were as-signed to two groups randomly (n=20 per group):oxycodone group (group A)and fentanyl group (group B).Patients in group A received oxycodone (0.03 mg/kg)and patients in group B received fentanyl (2 μg/kg)at the end of surgery.The PCIA pump was turned on when the patients entered the PACU.The PCIA pump was set up with a 4 ml bolus dose,a 1 5 min lockout interval and a back-ground infusion at the rate of 2 ml/h.Numerical rating scale (NRS)was assessed for the patients in moving,in rest and visceral pain at 3,6,12,24 and 48 h after administration,and the adverse reactions were recorded.Results NRS scores of the rest and visceral pain were significantly lower in group A than in group B at each time point(P <0.05).NRS score of the movement were significantly lower in group A than in group B at 3,6 and 12 h after surgery (P <0.05).There was no significant difference in the incidences of nausea,vomiting,dizziness and respiratory depression between the two groups. Conclusion PCIA with oxycodone can safely and effectively inhibit pain after laparoscopic surgery. The effect of oxycodone for controlling the visceral pain was better than that of fentanyl.

Objective:To investigate the efficacy of stereotactic body radiation therapy with gamma-knife (γ-SBRT) combined with targeted drug sorafenib and hyperthermia for the treatment of recurrent and metastatic hepatocellular carcinoma. Methods:A total of 71 patients with recurrent and metastatic hepatocellular carcinoma were admitted from August 2007 to December 2009. Among these patients, 39 were treated with γ-SBRT and hyperthermia (group 1); 19 were treated with γ-SBRT combined with sorafenib and hyperthermia (group 2). Results: The total efficacy rate after a three-month treatment was 83.1% (59/71). In group 1, the following results were obtained:one-and three-year local control rates of 41.0%(16/39) and 18%(7/39), respectively;one-and three-year overall survival (OS) rates of 41.2% and 17.9%, respectively; and one- and three-year progression-free survival (PFS) rates of 38.4% and 15.4%, respectively. In group 2, the following results were obtained:one-and three-year local rates of 56.3%(18/32) and 28.1%(9/32), respectively;one-and three-year OS rates of 62.5%and 28.1%, respectively;and one-and three-year PFS rates of 59.4%and 25.0%, respectively. Significant differences in OS and PFS were observed between the two groups. Conclusion:The combination ofγ-SBRT with targeted drug sorafenib and hyperthermia can be used effectively to treat recurrent and metastatic hepatocellular carcinoma. Adverse reactions are mild, and patients can tolerate this treatment.