Objective To observe the value of ultrasound convolutional neural network(CNN)model for assisting distinguishment of cervical lymph node lymphoma and atypical reactive hyperplasia.Methods Totally 335 cases of cervical lymph node lymphoma and 335 cases of atypical reactive hyperplasia were retrospectively enrolled,including 520 cases in development group(260 cases of lymphoma and 260 cases of atypical reactive hyperplasia)and 150 cases in validation group(75 cases of lymphoma and 75 cases of atypical reactive hyperplasia).Patients in development group were divided into training set(182 cases of lymphoma and 182 cases of atypical reactive hyperplasia)and test set(78 cases of lymphoma and 78 cases of atypical reactive hyperplasia)at the ratio of 7∶3.One target lymph node was selected for each case,and one gray-scale ultrasound image and one CDFI were included for training,testing CNN models and verifying the auxiliary efficacy of the models.Based on ultrasound images in training set,5 CNN models,including AlexNet,VGG16,ResNet18,DenseNet161 and EfficientNet-B0,were constructed and trained for distinguishing cervical lymph node lymphoma and atypical reactive hyperplasia,and the models were tested in test set to screen out the best one with the highest classification accuracy.The efficacy of the best CNN model for assisting distinguishment of cervical lymph node lymphoma and atypical reactive hyperplasia was observed.Results Among 5 CNN models,the accuracy of ResNet18 model in test set was the highest(78.21％),and ResNet18 model was regarded as the best CNN model,its sensitivity,specificity and accuracy for assisting distinguishment of cervical lymph node lymphoma and atypical reactive hyperplasia were all higher than those of independent diagnosis made by ultrasound physicians(all P＜0.01).Conclusion The constructed ResNet18 model could be used to effectively assist differentiating cervical lymph node lymphoma and atypical reactive hyperplasia.

Endometrial carcinoma (EC) is one of the most common gynecologic malignancies, with the majority of patients diagnosed at an early stage. Surgery is the primary treatment modality, and postoperative risk stratification plays a key role in guiding adjuvant therapy decisions. Lymphovascular space invasion (LVSI) is an important pathological feature that affects the prognosis of patients and serves as one of the key factors in risk stratification. This review summarizes the prognostic significance of LVSI in patients with early-stage EC and its impact on the selection of adjuvant therapies, aiming to provide new insights for exploring precise and individualized diagnosis and treatment.

Objective To investigate the effect of ginsenoside Re on angiotensin Ⅱ(Ang Ⅱ)-induced proliferation,migration,and phenotype transformation of vascular smooth muscle cells(VSMCs)by regulating the Ras homologous gene family member A(RhoA)/mitogen activated protein kinase(MAPK)pathway.Methods MOVAS cells were divided into control group,Ang Ⅱ group,ginsenoside Re low dose group,ginsenoside Re medium dose group,ginsenoside Re high dose group,andginsenoside Re high dose+RhoA activator(U46619)group.MOVAS cell proliferation was detected by CCK-8.MOVAS cell migration was detected by scratch assay.Immunocytochemistry was used to detect the positive expression of α-smooth muscle actin(α-SMA)and osteopontin(OPN)proteins in MOVAS cells.qRT-PCR was used to detect the mRNA expression of PCNA,MMP-9,and MMP-2 in MOVAS cells.Western blot was used to detect RhoA,phosphorylated extracellular signal regulated kinase 1/2(p-ERK1/2),phosphorylated stress activated protein kinase 1(p-JNK1),and p-P38 protein in MOVAS cells.Results Compared with the control group,the OD450 value,scratch healing rate,OPN protein positive expression,PCNA,MMP-9,MMP-2 mRNA expression,RhoA,p-ERK1/2,p-JNK1,p-P38 protein expression of MOVAS cells in the Ang II group increased,while the positive expression of α-SMA protein decreased significantly(P<0.05).Compared with the Ang Ⅱ group,the OD450 value,scratch healing rate,OPN protein positive expression,PCNA,MMP-9,MMP-2 mRNA expression,and RhoA,p-ERK1/2,p-JNK1,and p-P38 proteins of MOVAS cells in the low,medium,and high dose groups of ginsenoside Re decreased,while the positive expression of α-SMA protein increased.The trend was most significant in the high dose group of ginsenoside Re(P<0.05).Compared with ginsenoside Re high-dose group,OD450 value,scratch healing rate,OPN protein positive expression,PCNA,MMP-9,MMP-2 mRNA expression and RhoA,p-ERK1/2,p-JNK1,p-P38 protein in ginsenoside Re high-dose+U46619 group increased,the positive expression of α-SMA protein decreased significantly(P<0.05).Conclusion Ginsenoside Re may inhibit the proliferation,migration,and phenotype transformation of Ang Ⅱ in MOVAS cells by suppressing the RhoA/MAPK pathway.

Objective To investigate the effect of ginsenoside Re on angiotensin Ⅱ(Ang Ⅱ)-induced proliferation,migration,and phenotype transformation of vascular smooth muscle cells(VSMCs)by regulating the Ras homologous gene family member A(RhoA)/mitogen activated protein kinase(MAPK)pathway.Methods MOVAS cells were divided into control group,Ang Ⅱ group,ginsenoside Re low dose group,ginsenoside Re medium dose group,ginsenoside Re high dose group,andginsenoside Re high dose+RhoA activator(U46619)group.MOVAS cell proliferation was detected by CCK-8.MOVAS cell migration was detected by scratch assay.Immunocytochemistry was used to detect the positive expression of α-smooth muscle actin(α-SMA)and osteopontin(OPN)proteins in MOVAS cells.qRT-PCR was used to detect the mRNA expression of PCNA,MMP-9,and MMP-2 in MOVAS cells.Western blot was used to detect RhoA,phosphorylated extracellular signal regulated kinase 1/2(p-ERK1/2),phosphorylated stress activated protein kinase 1(p-JNK1),and p-P38 protein in MOVAS cells.Results Compared with the control group,the OD450 value,scratch healing rate,OPN protein positive expression,PCNA,MMP-9,MMP-2 mRNA expression,RhoA,p-ERK1/2,p-JNK1,p-P38 protein expression of MOVAS cells in the Ang II group increased,while the positive expression of α-SMA protein decreased significantly(P<0.05).Compared with the Ang Ⅱ group,the OD450 value,scratch healing rate,OPN protein positive expression,PCNA,MMP-9,MMP-2 mRNA expression,and RhoA,p-ERK1/2,p-JNK1,and p-P38 proteins of MOVAS cells in the low,medium,and high dose groups of ginsenoside Re decreased,while the positive expression of α-SMA protein increased.The trend was most significant in the high dose group of ginsenoside Re(P<0.05).Compared with ginsenoside Re high-dose group,OD450 value,scratch healing rate,OPN protein positive expression,PCNA,MMP-9,MMP-2 mRNA expression and RhoA,p-ERK1/2,p-JNK1,p-P38 protein in ginsenoside Re high-dose+U46619 group increased,the positive expression of α-SMA protein decreased significantly(P<0.05).Conclusion Ginsenoside Re may inhibit the proliferation,migration,and phenotype transformation of Ang Ⅱ in MOVAS cells by suppressing the RhoA/MAPK pathway.

Objective To observe the value of ultrasound convolutional neural network(CNN)model for assisting distinguishment of cervical lymph node lymphoma and atypical reactive hyperplasia.Methods Totally 335 cases of cervical lymph node lymphoma and 335 cases of atypical reactive hyperplasia were retrospectively enrolled,including 520 cases in development group(260 cases of lymphoma and 260 cases of atypical reactive hyperplasia)and 150 cases in validation group(75 cases of lymphoma and 75 cases of atypical reactive hyperplasia).Patients in development group were divided into training set(182 cases of lymphoma and 182 cases of atypical reactive hyperplasia)and test set(78 cases of lymphoma and 78 cases of atypical reactive hyperplasia)at the ratio of 7∶3.One target lymph node was selected for each case,and one gray-scale ultrasound image and one CDFI were included for training,testing CNN models and verifying the auxiliary efficacy of the models.Based on ultrasound images in training set,5 CNN models,including AlexNet,VGG16,ResNet18,DenseNet161 and EfficientNet-B0,were constructed and trained for distinguishing cervical lymph node lymphoma and atypical reactive hyperplasia,and the models were tested in test set to screen out the best one with the highest classification accuracy.The efficacy of the best CNN model for assisting distinguishment of cervical lymph node lymphoma and atypical reactive hyperplasia was observed.Results Among 5 CNN models,the accuracy of ResNet18 model in test set was the highest(78.21％),and ResNet18 model was regarded as the best CNN model,its sensitivity,specificity and accuracy for assisting distinguishment of cervical lymph node lymphoma and atypical reactive hyperplasia were all higher than those of independent diagnosis made by ultrasound physicians(all P＜0.01).Conclusion The constructed ResNet18 model could be used to effectively assist differentiating cervical lymph node lymphoma and atypical reactive hyperplasia.

Endometrial carcinoma (EC) is one of the most common gynecologic malignancies, with the majority of patients diagnosed at an early stage. Surgery is the primary treatment modality, and postoperative risk stratification plays a key role in guiding adjuvant therapy decisions. Lymphovascular space invasion (LVSI) is an important pathological feature that affects the prognosis of patients and serves as one of the key factors in risk stratification. This review summarizes the prognostic significance of LVSI in patients with early-stage EC and its impact on the selection of adjuvant therapies, aiming to provide new insights for exploring precise and individualized diagnosis and treatment.

Objective:To construct a recombinant bioluminescent bacteriophage (HT7) targeting Escherichia coli, and evaluate its ability to identify Escherichia coli. Methods:Initially, pCRISPR-sg (1-10) and PFN-1000 plasmid strains were constructed by genetic engineering, and the most efficient small guild RNA (sgRNA) were screened by bilayer plate. By the gene editing technique, which comprised homologous recombination and clustered regularly interspaced short palin dromic repeats (CRISPR)-Cas system, the Nanoluc luciferase gene was integrated into the downstream non-coding region of 10A gene of T7 phage, to constructe the bioluminescent phage HT7 successfully. The difference of biological characteristics between HT7 phage and T7 phage was evaluated by plaque assay and liquid amplification assay. In addition, 51 strains of Escherichia coli, 20 strains of Klebsiella pneumoniae, 14 strains of Staphylococcus aureus, 6 strains of Enterococcus faecium, 5 strains of Enterococcus faecalis, 3 strains of Acinetobacter baumannii and 1 strain of Pseudomonas aeruginosa were collected and isolated to evaluate the limit of detection and specificity of HT7 phage. Results:Among the 10 CRISPR-targeted cleavage systems constructed, sgRNA8 exhibited the highest cleavage efficiency, with a cleavage rate of 0.18. After three rounds of recombination screening using the pCas9/pCRISPR/PFN-1000 triple-plasmid system, PCR validation yielded recombinant phage bands at 2 798 bp, indicating the successful construction of the HT7 phage. The recombinant phage showed significant differences in biological characteristics in terms of lysis efficiency ( P<0.001), one-step growth curve ( P=0.001), and infection multiplicity ( P=0.031). Both lysis burst time and log growth node were extended by 10 min, with the optimal infection multiplicity being 0.1. Clinical sample testing identified lysis of 6 strains of Escherichia coli within 4.5 h, while other strains remained unaffected, with detection of pathogenic bacteria below 10 CFU/ml. Conclusions:The developed pCas9/pCRISPR/PFN-1000 triple-plasmid editing system efficiently edits the bacteriophage genome. The constructed HT7 fluorescent bacteriophage enables the detection of Escherichia coli below 10 CFU/ml within 4.5 hours, demonstrating low detection limits and high detection specificity.

AIM:To investigate the effects of overexpressing α-Klotho(KL)in RAW264.7 cells stimulated by oxidative stress on the proliferation, migration, tube-formation and tight junction of human umbilical vein endothelial cells(HUVECs).METHODS:RAW264.7 cells were categorized into control, 4-hydroxynonenal(4HNE), and 4HNE+KL groups, with F4/80 expression assessed via immunofluorescence staining. Three groups of conditional media were prepared for HUVECs and culture divided into Mø-NC, Mø-4HNE, and Mø-4HNE+KL groups. Cell proliferation was evaluated using CCK8 assay, while scratch test and Transwell assays were employed to measure cell migration. Additionally, tube-formation assay was conducted to assess cell tubule formation, and Western blot assay was utilized to detect the protein expression levels of Claudin 5, Occludin and ZO 1.RESULTS:The results of immunofluorescence staining showed that the fluorescence intensity of F4/80 of RAW264.7 cells in the 4HNE group was significantly enhanced compared with the control group, while that of F4/80 in the 4HNE+KL group was significantly decreased compared with the 4HNE group(all P<0.05). The CCK8 assay results revealed a significant increase in the proliferation of HUVECs in the Mø-4HNE group compared with the Mø-NC group. Conversely, the proliferation of the Mø-4HNE+KL group exhibited a significant decrease compared with that in the Mø-4HNE group(all P<0.01). The results of scratch test and Transwell assays demonstrated a significant increase in the migration of HUVECs in the Mø-4HNE group compared with the Mø-NC group, while the migration of the Mø-4HNE+KL group exhibited a significant decrease compared with the Mø-4HNE group(all P<0.01). In the tube-formation assay, it was observed that the number of tubes formed by HUVECs in the Mø-4HNE group was significantly increased compared with the Mø-NC group, while that of tubes formed in the Mø-4HNE+KL group was significantly decreased compared with the Mø-4HNE group(all P<0.01). Additionally, the Western blot results revealed a significant decrease in the relative expression levels of Claudin 5, Occludin, and ZO 1 in the Mø-4HNE group compared with the Mø-NC group. Conversely, in the Mø-4HNE+KL group, there was a significant increase in the relative expression levels of Claudin 5, Occludin, and ZO 1 compared to the Mø-4HNE group(all P<0.01).CONCLUSIONS: KL inhibits the proliferation, migration, and tube-formation of HUVECs while enhancing the tight junction by changing the activation state of macrophages in the diabetic oxidative stress environment.

Objective:To evaluate changes in operational effectiveness after the implementation of ambulatory surgical management in pars plana vitrectomy (PPV).Methods:A retrospective clinical study. 17 528 surgeries in 10 895 eyes of 10 895 patients who underwent minimally invasive PPV on an ambulatory and/or inpatient basis at Tianjin Medical University Eye Hospital from August 2015 to June 2023 were included in this study. Among them, 5 346 eyes in 5 346 cases were male; 5 549 eyes in 5 549 cases were female. The age ranged from 0 to 95 years, with the mean age of (57.74±13.15) years. 6 381 surgeries in 3 615 eyes from August 2015 to December 2018 (the initial period of day surgery) were used as the control group; 11 147 surgeries in 7 280 eyes from January 2019 to June 2023 (the expanded period of day surgery) were used as the observation group. According to the management mode of ambulatory surgery, the observation group was subdivided into the decentralized management group (January 2019 to December 2020) and the centralized management group (January 2021 to June 2023), with 2 905 and 4 375 eyes and 4 646 and 6 501 surgeries, respectively. Changes in the percentage of day surgery, average hospitalization days, and average unplanned reoperation rate were compared. The Mann-Whitney U test was used to compare numerical variables between groups; the chi-square test or Fisher's exact test was used to compare categorical variables. Results:The number of cases of daytime PPV performed in the observation group and control group was 7 852 (70.44%, 7 852/11 147) and 24 (0.38%, 24/6 381) cases, respectively, and the average hospitalization days were 1 (1) and 5 (3) d. Compared with the control group, the observation group had a significantly higher percentage of day surgery ( χ2=8 051.01) and a considerably lower mean hospitalization day ( Z=4 536 844.50), and the differences were statistically significant ( P<0.000 1). The mean hospitalization days in the decentralized and centralized management groups were 2 (3) and 1 (0) d, respectively, and unplanned reoperations were 34 (0.73%, 34/4 646) and 171 (2.63%, 171/6 501) eyes, respectively. Compared with the decentralized management group, average hospitalization days was significantly lower ( Z=1 436.94) and unplanned reoperation rate was significantly higher ( χ2=54.10) were significantly lower in the centralized management group, both of which were statistically significant ( P<0.000 1). Conclusion:PPV ambulatory management model can significantly reduce the average hospitalization day, but also results in higher rates of unplanned reoperations.

Objective To analyze the emergency treatment protocols and nursing measures for patients with diquat and paraquat poisoning,aiming to provide references for updating future clinical practice.Methods A retrospective study was conducted involving 53 patients with diquat and paraquat poisoning admitted to the department of emergency of the First Affiliated Hospital of Wenzhou Medical University from January 1,2019,to December 31,2023.The patients were divided into survival and death groups based on their prognosis.Clinical data were collected to compare organ dysfunction,the proportion of hemoperfusion(HP),average number of HP sessions,the proportion of blood purification,average duration of blood purification,and the proportion of HP combined with continuous renal replacement therapy(CRRT)between two groups of patients with different prognoses.Results Among the 53 patients,27(50.94%)were male and 26(49.06%)were female;with an age range of 14 to 86 years and a mean age of(38.13±19.68)years.Fifty-two cases were due to intentional ingestion,and 1 was accidental.The detected blood concentrations of diquat ranged from 57.38 to 119762.00 μg/L,while those of paraquat ranged from 60.12 to 71 244.89 μg/L.Forty patients developed multiple organ dysfunction syndrome(MODS),with 38 ultimately progressing to multiple organ failure,primarily affecting the gastrointestinal tract,kidneys,and liver.After aggressive treatment and nursing,the blood concentrations of 13 patients(24.53%)dropped below 50 μg/L,and they were discharged after 4 to 34 days of hospitalization.Thirty-two patients'families opted for withdrawal of treatment and discharge,with subsequent confirmation of death after follow-up,hospital stay:1-4 days.Eight patients died in-hospital,hospital stay:1-3 days,resulting in a total mortality rate of 40 cases(75.47%).Compared to the survival group,the death group had significantly higher rate of neurological,renal,respiratory,and liver injuries[neurological:90.00%(36/40)vs.15.38%(2/13),renal:95.00%(38/40)vs.69.23%(9/13),respiratory:97.50%(39/40)vs.30.77%(4/13),liver injury:85.00%(34/40)vs.46.15%(6/13),all P<0.05].Furthermore,the death group had significantly lower average number of HP sessions and average duration of blood purification compared to the survival group[average number of HP sessions:4.35±2.42 vs.6.62±1.17,average duration of blood purification time(days):1.53±1.09 vs.5.23±3.90,both P<0.05].Conclusions Poisoning with a mixture of diquat and paraquat is life-threatening and associated with a high mortality.In addition to systematic treatment,individualized and dynamic nursing support should be provided,including close monitoring of the manifestations and laboratory indicators of affected organ systems.Therefore,optimization treatment protocols during the peak mortality period may help reduce mortality in patients with diquat and paraquat poisoning.