The Expert Consensus on the Deployment of DeepSeek in Medical Institutions serves as a detailed guideline for the deployment of DeepSeek in medical institutions. It was developed by experts in the fields of healthcare， hospital management， medical information， health policy， law， and medical ethics from nearly 30 leading domestic medical and academic research institutions， based on relevant domestic and international laws and regulations as well as the practices of medical institutions. It aims to provide medical institutions with a scientific， standardized， and secure deployment guideline to ensure that the application of artificial intelligence （AI） technologies in healthcare， including but not limited to DeepSeek， conforms to the unique characteristics of the healthcare industry and effectively promotes the improvement of medical service levels. From the three aspects of pre-deployment evaluation， deployment implementation， and post-deployment management and monitoring， the key factors that medical institutions should consider when introducing DeepSeek were elaborated in detail， including medical demand compatibility， technical capabilities and infrastructure， legal and ethical risks， data preparation and management， model selection and optimization， system integration and training， performance monitoring and continuous optimization， risk management and emergency response， as well as compliance review and evaluation. This provides a comprehensive deployment framework for medical institutions to ensure the safety and effectiveness of technology applications.

Objective To study the predictive value of the Prognostic Assessment Scale for Patients with Spontaneous Intracerebral Hemorrhage(ICH-LR2S2)and the Prehospital Risk Assessment Scale for Prehospital Deterioration Risk Assessment Scale(ICH-APS)for the development of stroke-associated pneu-monia(SAP)in patients with spontaneous intracerebral hemorrhage.Methods A total of 349 patients with spontaneous intracerebral hemorrhage who were hospitalized for the first time in this hospital from July 2023 to July 2024 were selected as the research subjects.The general demographic data and medical documentations of the patients were collected,and ICH-LR2S2 score and ICH-APS score were carried out within 48 hours after admission.According to whether pneumonia occurred within 7 days after admission,the patients were divided into the SAP group and the non-SAP group,and the diagnostic efficiency of the ICH-LR2S2 score and ICH-APS score for SAP in patients with spontaneous intracerebral hemorrhage was evaluated.Results Among the 349 patients with spontaneous intracerebral hemorrhage,98 patients(28.08％)had pneumonia.The results of multivariate logistic regression analysis showed that age,history of chronic obstructive pulmonary disease(COPD),nasogastric tube,tracheal intubation,National Institutes of Health Stroke Scale(NIHSS)score,Glasgow Coma Scale(GCS)score,C-reactive protein,fasting blood glucose,dysphagia,ICH-LR2S2 score,ICH-APS-A score,and ICH-APS-B score were independent influencing factors for SAP in patients with spontane-ous intracerebral hemorrhage(P＜0.05).The results of the receiver operating characteristic(ROC)curve showed that the ICH-LR2S2 score had the highest diagnostic efficiency for SAP in patients with spontaneous intracerebral hemorrhage,with an area under the curve(AUC)of 0.837,a sensitivity of 0.827,a specificity of 0.783,and a Youden index of 0.610.Conclusion ICH-LR2S2 score has a high predictive value for the occur-rence of SAP in patients with spontaneous intracerebral hemorrhage.

Objective:To analyze the medication law of Professor Liu Guangzhen in the treatment of diabetic nephropathy (DN) with qi-yin deficiency and blood stasis syndrome using data mining methods.Methods:From March 2023 to April 2024, the TCM outpatient prescriptions used by Professor Liu to treat DN with qi-yin deficiency and blood stasis syndrome were collected. The database was established by Excel 2019, and the property, taste, meridian, and use frequency of drugs were analyzed through the TCM inheritance assistance system V2.5. The Apriori algorithm in IBM SPSS Modeler 18.0 was used to analyze the association rules and draw the network diagram of high-frequency drugs, and the two-step hidden tree analysis algorithm (LTM-EAST) in the Lantern 5.0 was used to establish the hidden structure model of high-frequency Chinese materia medica. The obtained hidden variables were clustered and interpreted comprehensively, and scored by Bayesian information measure (BIC).Results:A total of 314 prescriptions were included, involving 182 kinds of Chinese materia medica, with a total frequency of 9 242 times. High frequency Chinese materia medica included Astragali Radix, Saposheikovize Radix, Atractylodis Macrocephalae Rhizoma fried with wheat bran, Litchi Semen, Hedyotis diffusa willd, Benincasae Exocarpium, Mori Folium, etc. The medicinal property was mainly warm, the tastes were mainly sweet, bitter and pungent, and the meridian tropism was mainly spleen, stomach, liver and kidney meridians. The efficacy classification was mainly tonic drugs, heat-clearing drugs, water-clearing and dampness-percolating drugs, and blood circulation-activating drugs. There were 150 association rules of high-frequency Chinese materia medica, including Astragali Radix-Saposheikovize Radix, Atractylodis Macrocephalae Rhizoma fried with wheat bran-Hedyotis diffusa willd, Saposheikovize Radix-Benincasae Exocarpium, etc. A total of 15 hidden variables, 30 hidden classes and 5 comprehensive clustering models were obtained by hidden structure model analysis.Conclusions:Professor Liu's treatment of DN withqi-yin deficiency and blood stasis syndrome is mainly based on tonifying qi and yin, tonifying spleen and kidney, removing dampness and turbidity and removing blood stasis. According to different conditions, the focus of medication has changed.

Objective:To investigate the role of connective tissue growth factor (CTGF) and PI3K/Akt signaling pathways in paraquat (PQ) -induced alterations in alveolar epithelial cell mesenchymalization (EMT) .Methods:In February 2023, RLE-6TN cells were divided into 2 groups, which were set as uncontaminated group and contaminated group (200 μmol/L PQ), and cellular EMT alteration, CTGF and PI3K/Akt signaling pathway related molecules expression were detected by cell scratch assay, qRT-PCR and western-blot assay. Using shRNA interference technology to specifically inhibit the expression of CTGF, RLE-6TN cells were divided into four groups: control group, PQ group (200 μmol/L PQ), interference group (transfected with a plasmid with shRNA-CTGF+200 μmol/L PQ), and null-loaded group (transfected with a plasmid with scramble- CTGF+200 μmol/L PQ), qRT-PCR and western blot were used to examine the alteration of the cellular EMT and the expression of molecules related to the activity of PI3K/Akt pathway. The PI3K/Akt signaling pathway was blocked by the PI3K inhibitor LY294002, and the expression of EMT-related molecules in cells of the control group, PQ group (200 μmol/L PQ), and inhibitor group (200 μmol/L PQ+20 μmol/L LY294002) was examined by qRT-PCR and western blot.The t-test was used to compare the differences between the two groups, while the analysis of variance (ANOVA) was applied to compare the differences among multiple groups. For further pairwise comparisons, the Bonferroni method was adopted.Results:The results of cell scratch test showed that compared with the uncontaminated group, RLE-6TN cells in the contaminated group had faster migration rate, lower mRNA and protein expression levels of E-Cadherin, and higher mRNA and protein expression levels of α-SMA, CTGF, PI3K and Akt, with statistical significance ( P<0.05). After specific inhibition of CTGF expression, the mRNA and protein expression of CTGF, PI3K, Akt, and α-SMA in the cells of the interference group were significantly lower than that of the PQ group and the null-loaded group ( P<0.05/6), whereas that of E-Cadherin was higher than that of the PQ group and the null-loaded group ( P<0.05/6). Specifically blocking the PI3K/Akt signaling pathway, the mRNA and protein expression of PI3K, Akt and α-SMA in the cells of the inhibitor group was decreased compared with that of the PQ group ( P<0.05/3), while the expression of E-Cadherin was elevated compared with that of the PQ group ( P<0.05/3) . Conclusion:CTGF may promote PQ-induced alveolar epithelial cell EMT through activation of the PI3K/Akt signaling pathway. Inhibition of CTGF expression or blockade of PI3K/Akt signaling pathway activity can alleviate the extent of PQ-induced alveolar epithelial cell EMT.

Objective:To investigate the role of connective tissue growth factor (CTGF) and PI3K/Akt signaling pathways in paraquat (PQ) -induced alterations in alveolar epithelial cell mesenchymalization (EMT) .Methods:In February 2023, RLE-6TN cells were divided into 2 groups, which were set as uncontaminated group and contaminated group (200 μmol/L PQ), and cellular EMT alteration, CTGF and PI3K/Akt signaling pathway related molecules expression were detected by cell scratch assay, qRT-PCR and western-blot assay. Using shRNA interference technology to specifically inhibit the expression of CTGF, RLE-6TN cells were divided into four groups: control group, PQ group (200 μmol/L PQ), interference group (transfected with a plasmid with shRNA-CTGF+200 μmol/L PQ), and null-loaded group (transfected with a plasmid with scramble- CTGF+200 μmol/L PQ), qRT-PCR and western blot were used to examine the alteration of the cellular EMT and the expression of molecules related to the activity of PI3K/Akt pathway. The PI3K/Akt signaling pathway was blocked by the PI3K inhibitor LY294002, and the expression of EMT-related molecules in cells of the control group, PQ group (200 μmol/L PQ), and inhibitor group (200 μmol/L PQ+20 μmol/L LY294002) was examined by qRT-PCR and western blot.The t-test was used to compare the differences between the two groups, while the analysis of variance (ANOVA) was applied to compare the differences among multiple groups. For further pairwise comparisons, the Bonferroni method was adopted.Results:The results of cell scratch test showed that compared with the uncontaminated group, RLE-6TN cells in the contaminated group had faster migration rate, lower mRNA and protein expression levels of E-Cadherin, and higher mRNA and protein expression levels of α-SMA, CTGF, PI3K and Akt, with statistical significance ( P<0.05). After specific inhibition of CTGF expression, the mRNA and protein expression of CTGF, PI3K, Akt, and α-SMA in the cells of the interference group were significantly lower than that of the PQ group and the null-loaded group ( P<0.05/6), whereas that of E-Cadherin was higher than that of the PQ group and the null-loaded group ( P<0.05/6). Specifically blocking the PI3K/Akt signaling pathway, the mRNA and protein expression of PI3K, Akt and α-SMA in the cells of the inhibitor group was decreased compared with that of the PQ group ( P<0.05/3), while the expression of E-Cadherin was elevated compared with that of the PQ group ( P<0.05/3) . Conclusion:CTGF may promote PQ-induced alveolar epithelial cell EMT through activation of the PI3K/Akt signaling pathway. Inhibition of CTGF expression or blockade of PI3K/Akt signaling pathway activity can alleviate the extent of PQ-induced alveolar epithelial cell EMT.

Objective:To investigate the value of diffusion kurtosis imaging (DKI) combined with quantitative dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) in predicting axillary lymph node metastasis in breast cancer.Methods:A total of 150 cases of breast cancer confirmed by pathology in the Affiliated Hospital of Jining Medical University were retrospectively analyzed. 68 cases had axillary lymph node (ALN) metastasis and 82 cases had no ALN metastasis. All breast lesions were examined by DKI and DCE-MRI before operation. We analyzed clinical case data, routine MRI features, DKI, and DCE-MRI parameters between two groups, including diffusion kurtosis (MK), mean diffusion rate (MD), volume transfer constant (K trans), extravascular volume fraction (Ve), and rate constant (Kep); The receiver operating characteristic (ROC) curve was used to analyze the diagnostic efficacy of quantitative parameters for ALN metastasis of breast cancer. Results:The proportion of lesions with blurred edges in the metastatic group was higher than that in the non ALN metastatic group ( P=0.032); The proportion of uneven and circular enhancement within the ALN metastasis group was relatively high ( P=0.018). The MD value of the ALN transfer group was lower than that of the group without ALN transfer ( P=0.021); The MK value, K trans value, and Kep value were higher than those in the group without ALN metastasis (all P<0.01). The K trans value of DCE-MRI model was the most effective in diagnosing ALN metastasis of breast cancer, and the area under the ROC curve (AUC) was 0.831; The AUC of DCE-MRI model was 0.833, which was higher than that of DKI model (AUC=0.733), and the difference was statistically significant ( Z=2.208; P=0.027). The AUC of DCE-MRI and DKI models were higher than that of conventional MRI models ( Z=3.184, P=0.002; Z=1.917, P=0.046). The sensitivity and accuracy of combined DKI and DCE-MRI models in the diagnosis of ALN metastasis in breast cancer were higher than those of single model. Conclusions:DKI and DCE-MRI models can be used to predict axillary lymph node metastasis in breast cancer. Among them, the K trans value of DCE-MRI model is the most effective in diagnosing axillary lymph node metastasis in breast cancer.

Objective:To investigate the clinicopathological characteristics, immunophenotype, molecular characteristics, differential diagnosis, clinical treatment and prognosis of mixed carcinoma of cervix with adenoid cystic pattern.Methods:Three cases of mixed cervical carcinoma with adenoid cystic pattern were collected at the Affiliated Hospital of Xuzhou University Medical School from 2018 to 2021.The clinicopathological characteristics were analyzed, immunohistochemistry (IHC) and in situ hybridization (ISH) were performed. The related literature was reviewed.Results:The three patients were postmenopausal women with a median age of 74.7 years. The clinical symptom was vaginal bleeding without obvious causes. One case was an endophytic tumor, and the others were exophytic. The median diameter of the three cases was 3.3 cm. Two patients underwent hysterectomy, the tumors infiltrated the external 1/3 and middle 1/3 of the cervix respectively. All the lymph nodes were negative. One patient had a previous biopsy. Microscopically, all three tumors were characterized by a cribriform structure, which were filled with basophilic myxoid substance and surrounded by tubules lined by two layers of cells. The tumor cells had scanty cytoplasm and showed the characteristics of cervical basal-like cells. All three cases were accompanied by high-grade squamous intraepithelial lesions and squamous cell carcinoma, and one also showed a non-specific spindle cell sarcomatoid component. Within the double-layered epithelial structure, the outer epithelium was positive for p63, CD117, p16 INK4a (clone E6H4) and MYB protein and negative for S-100 by IHC. The combined positive score of PD-L1 (clone 22C3) was less than 1 in all three cases. Human papillomavirus (HPV) types 16 and 18 were detected in one patient preoperatively, while high-risk HPV were positive in the other two patients by RNAscope ISH postoperatively. None of the three cases showed MYB gene rearrangement by FISH. The mean follow-up time was 23.3 months (36, 28 and 6 months, respectively). Two patients underwent hysterectomy and radiotherapy survived without disease. One patient survived with tumor just by radiotherapy and drug therapy. Conclusions:Mixed cervical carcinoma with adenoid cystic pattern is extremely rare. It is a high-grade malignancy with poor prognosis. The tumor is associated with high-risk HPV infection, without MYB gene rearrangement, and with low PD-L1 immunoreactivity. Radical surgery combined with radiotherapy and chemotherapy is the mainstay of treatment at present.

Objective:To evaluate the diagnostic value of the Caprini risk assessment model combined with D-dimer in perioperative venous thromboembolic (VTE) of hysterectomy.Methods:The clinical data of 160 patients who had underwent hysterectomy in Lianjiang City Maternal and Child Health Hospital from February 2017 to February 2019 were retrospectively analyzed. During perioperative period, VTE occurred in 80 patients (VTE group), and 80 patients had no VTE (control group). The sensitivity, specificity, positive predictive value, negative predictive value, positive likelihood ratio, negative likelihood ratio and Youden index of Caprini risk assessment model, D-dimer level detection and Caprini risk assessment model combined with D-dimer in the diagnosis of VTE were analyzed and compared, and the diagnostic efficacy was evaluated by receiver operating characteristic (ROC) curve.Results:The positive rates of Caprini risk assessment model and D-dimer in VTE group were significantly higher than those in control group: 87.50% (70/80) vs. 17.50% (14/80) and 90.00% (72/80) vs. 41.25% (33/80), and there was statistical difference ( P<0.05). The sensitivity, specificity, negative predictive value, positive predictive value, negative likelihood ratio, positive likelihood ratio and Youden index of the Caprini risk assessment model were 87.50% (70/80), 82.50% (66/80), 86.84% (66/76), 83.33% (70/84), 0.15, 0.50 and 0.70, respectively; the indexes of D-dimer were 90.00% (72/80), 58.75% (47/80), 85.45% (47/55), 68.57% (72/105), 0.17, 2.18 and 0.49, respectively; the indexes of Caprini risk assessment model combined with D-dimer were 97.50% (78/80), 52.50% (42/80), 95.45% (42/44), 67.24% (78/116), 0.05, 2.05 and 0.50, respectively. The areas under curve of Caprini risk assessment model, D-dimer and Caprini risk assessment model combined with D-dimer were 0.888, 0.877 and 0.945 (95% CI 0.833 to 0.943, 0.820 to 0.933 and 0.908 to 0.983, P < 0.01). Conclusions:Caprini risk assessment model and D-dimer have good results in the diagnosis of perioperative VTE of hysterectomy, and Caprini risk assessment model combined with D-dimer has the highest diagnostic value.

Purpose To study the clinicopathological features of lymphangiomyomatosis (LAM) of pelvis lymph node.Methods A patient with endometrial endometrioid adenocarcinoma and LAM was analyzed including clinical data and pathological features.HE and immunohistoehemistry of EnVision stainings were used,and the literatures were reviewed.Results Well-moderately differentiated endometrioid adenocarcinoma could be observed in the endometrium.Proloferation of LAM cells were seen in the capsule and medulla of the pelvic lymph node.The LAM cell was spindle,epitheliod and polygonal cells with oxyphilic or clear cytoplasm which arranged surrounding lacunes.The LAM cells showed no atypia and mitosis could not seen.The tumor cells showed diffusely positive for SMA,Caldesmon,desmin,vimentin,ER and PR,the cells lining the lacunes were positive for CD34 and D2-40.The epitheliod cells were positive for HMB-45 and negative for Melan-A.The Ki-67 immunostaining showed a proliferation index of ＜ 1％.Conclusion LAM is an uncommon neoplastic multisystem disease that affects the lungs mostly.Endometrial endometrioid adenocarcinoma with LAM of pelvic lymph node is extremely rare.The diagnosis can be made according to the histological characteristics and immunohistochemical features.Moreover this conclusion will provide the clinicopathological materials for the future study about LAM.

Objective:To determine and evaluate the antimicrobial effectiveness of 10% chloral hydrate solution. Methods:The determination of antimicrobial effectiveness of 10% chloral hydrate solution from two different manufacturers was carried out according to Chinese Pharmacopoeia (2015 edition). Results:The antimicrobial effectiveness of 10% chloral hydrate solution met the require-ments of Chinese Pharmacopoeia (2015 edition). Conclusion:10% Chloral hydrate solution shows adequate antimicrobial effective-ness.