Objective:To assess the safety and efficacy of Blinatumomab in treating children with acute B-lymphoblastic leukemia（B-ALL）.Methods:The clinical data of 10 B-ALL children who were admitted to the Department of Pediatrics，the First Affiliated Hospital of Xi’an Jiaotong University from May 2022 to April 2024 and treated with Blinatumomab were analyzed retrospectively.Results:All the 10 cases had a complete remission of bone marrow and all minimal residual disease（MRD）were negative. Serious adverse events were reported after chemotherapy，including intracranial venous sinus thrombosis with acute cerebral infarction，acute pancreatitis，paralytic ileus，syndrome of abnormal secretion of antidiuretic hormone，severe pneumonia，liver injury，sepsis（β-lactamase resistant Escherichia coli，Pseudomonas aeruginosa），oral mucositis，persistent agranulocytosis with bloodstream infection. All patients interrupted chemotherapy and received Blinatumomab injections for 14 days. During treatment，there was hematological toxicity，which resulted in grade 3-4 neutropenia in 5 cases within the first 7 days. Transient low-grade fever was observed in 4 cases of non-hematological toxicity during days 1-3 of treatment. One patient experienced a headache on the 7th day of treatment，which worsened on the 14th day，but it improved with mannitol treatment. Mild liver injury was present in 3 cases. Interleukin-6 reached a peak of 71.86 pg/mL on the second day of treatment in one case，whereas it was normal in others. All patients were found to be free of cytokine release syndrome. T lymphocyte count increased in 5 patients after 14 days of Blinatumomab treatment，but B lymphocyte count and serum immunoglobulin levels declined in 10 patients. Hypogammaglobulinemia was observed in 3 of these patients. The median follow-up time was 7.8（3.0-24.0）months. All patients achieved MRD-negative complete remission and 6-month overall survival rate and progression-free survival were both 100%.Conclusion:Children with B-ALL can benefit from using Blinatumomab，which is safer than conventional chemotherapy，as a new treatment strategy for those who cannot tolerate traditional chemotherapy.

This paper reviews the current application status of big language model in nursing, the needs for information technology development in critical care nursing, the current application status of and future development direction of big language model in critical care nursing, as well as the risks and challenges faced, with a view to providing a reference for promoting the application of big language model in critical care nursing.

Objective To evaluate the application value of fascial platform versus commercial platform in transumbilical single-port laparoscopic transabdominal preperitoneal repair(TAPP)for inguinal hernia.Methods One hundred patients with inguinal hernia admitted between January and December 2024 were prospectively enrolled and randomly assigned to either the fascial platform group(n=50)or the commercial platform group(n=50)by using a random number table.The following parameters were compared between the two groups:platform establishment time,operative time,intraoperative blood loss,incision suture time,operative difficulty score,camera manipulation difficulty score,postoperative 24-hour Visual Analogue Scale(VAS)score of pain,postoperative hospital stay,total hospitalization cost,comprehensive satisfaction score,and postoperative complications.Results The fascial platform group demonstrated significantly superior outcomes compared to the commercial platform group in platform establishment time[(3.4±1.0)min vs.(8.1±1.5)min,t=-18.389,P＜0.001],operative time[(67.5±7.9)min vs.(72.2±11.5)min,t=-2.380,P=0.019],intraoperative blood loss[(8.3±4.3)ml vs.(11.1±5.7)ml,t=-2.798,P=0.006],incision suture time[(7.0±1.4)min vs.(11.8±2.7)min,t=-11.212,P＜0.001],operative difficulty score(14.4±3.6 vs.23.1±4.1,t=-11.215,P＜0.001),camera manipulation difficulty score(11.4±2.6 vs.18.3±2.5,t=-13.370,P＜0.001),VAS score of postoperative 24-hour pain(2.4±1.0 vs.3.7±1.1,t=-6.139,P＜0.001),total hospitalization cost[(15.8±1.6)thousand yuan vs.(18.3±1.6)thousand yuan,t=-7.841,P＜0.001],and comprehensive satisfaction score(7.3±1.1 vs.6.3±1.0,t=5.271,P＜0.001).However,there were no statistically significant differences in postoperative hospital stay or postoperative complication between the two groups(P＞0.05).All the patients were followed up for 1-12 months postoperatively[(5.3±1.8)months vs.(5.7±2.0)months,t=-0.945,P=0.347],with no recurrence observed in either group.Conclusions Both fascial platform and commercial platform can be used for transumbilical single-port TAPP.The fascial platform offers advantages including shorter platform establishment time,reduced incision suture time,lower operative and camera manipulation difficulty,decreased cost,less postoperative pain,and higher patient satisfaction.

Objective:Middle ear cholesteatoma is a common otolaryngological disease, and traditional diagnostic methods have certain limitations. This study aims to construct a computer-aided diagnosis model for middle ear cholesteatoma based on integrated convolutional neural networks (CNNs) to improve diagnostic accuracy and efficiency.Methods:Firstly, Data were collected from patients who visited the Department of Otorhinolaryngology Head and Neck Surgery at the First People′s Hospital of Yinchuan between January 2020 and December 2021. 8 000 temporal bone CT images were collected, including 5 000 images diagnosed pathologically as middle ear cholesteatoma and 3 000 normal images. A five-fold cross-validation method was used to divide the dataset into training and testing sets. Next, a transfer learning approach was used to initialize model parameters, and the AlexNet, GoogleNet, and ResNet networks were pre-trained to extract deep features from the images. Then, the Softmax classification algorithm was applied to classify the features, resulting in three independent classifiers. These classifiers were combined using an ensemble learning method with a weighted voting approach to obtain the final diagnostic results. Finally, the model was evaluated by comparing the ensemble classifier with individual classifiers to assess its accuracy, precision, sensitivity, specificity, and diagnostic time, and a comparison with low-mid-and high-experience physician groups was conducted to comprehensively evaluate the model′s diagnostic performance.Results:The experimental results showed that the model achieved an accuracy of 88.8%(178/200), precision of 92.9%,(112/120) sensitivity of 89.8%(108/120), and specificity of 88.1%(70/80). The average diagnostic time for individual patient temporal bone CT images was reduced to 2-3 seconds. Compared to the diagnostic results from low-mid-and high-experience physician groups, the model demonstrated significant advantages and effectively assisted clinicians in making rapid and accurate middle ear cholesteatoma diagnoses.Conclusion:The proposed middle ear cholesteatoma diagnostic model based on integrated convolutional neural networks exhibits high recognition accuracy and rapid diagnostic speed, significantly improving clinical diagnostic efficiency, especially in early screening and auxiliary diagnosis, making it of considerable value in clinical practice.

Objective To investigate the clinical characteristics and related risk factors of severe Mycoplasmal pneumoniae pneumonia(SMPP)in children.Methods Analysis of clinical data of 240 children with Mycoplasmal pneumoniae pneumonia admitted to Guangxi Hospital Division of the First Affiliated Hospital,Sun Yat-sen University from October 2023 to March 2024.According to the severity of the disease,they were divided into SMPP group and general Mycoplasmal pneumoniae pneumonia(GMPP)group,multivariate Logistic regression analysis was used to analyze the risk factors related to the occurrence of SMPP.The receiver operating characteristic(ROC)curve was plotted to analyze the predictive value of each independent risk factor of SMPP.Results Compared the data during hospitalisation between GMPP group and SMPP group,the SMPP group had longer fever course,hospitalization time,azithromycin treatment time,and glucocorticoid use time(P＜0.05).The proportion of patients with unilateral lung lesions and large patchy shadows in SMPP group were significantly higher than those in GMPP group(P＜0.05).The levels of C-reactive protein,interleukin(IL)-6,and D-dimer in SMPP group were significantly higher than those in GMPP group,while the peripheral blood lymphocyte count was significantly lower than that in GMPP group(P＜0.05).The results of multiple Logistic regression analysis showed that the duration of fever,D-dimer,IL-6,and large patchy shadows in the lungs were independent risk factors for SMPP.The ROC curve results showed that fever duration ≥ 6.5 days,D-dimer≥0.495mg/L,IL-6≥11.05pg/ml,and large patchy shadows in the lungs had good application value in distinguishing SMPP and GMPP children.Conclusion Prolonged fever duration(≥6.5 days),significantly elevated levels of D-dimer and IL-6,and large patchy shadows in the lungs are the main clinical features of children with SMPP,which may be independent risk factors for predicting SMPP.

Objective:To investigate the predictive value of serum β 2-microglobulin (β 2M) and pro-inflammatory cytokines for post-stroke depression (PSD) in patients with acute ischemic stroke (AIS). Methods:Patients with AIS admitted to the Department of Neurology, the Affiliated Municipal Hospital of Xuzhou Medical University from January 2020 to May 2023 were included retrospectively. At the 6-month outpatient follow-up, the Self-rating Depression Scale (SDS) was used to assess depression. Multivariate logistic regression analysis was used to determine the independent influencing factors of PSD. Receiver operating characteristic (ROC) curve was used to evaluate the predictive value of individual and combined independent influencing factors on PSD. Results:A total of 161 patients were enrolled, including 82 males (50.93%), aged 61.78±11.95 years; 47 patients (29.20%) developed PSD. Univariate analysis showed that the proportion of males, serum β 2M, interleukin (IL)-1β, IL-6, tumor necrosis factor (TNF)-α, high-sensitivity C-reactive protein level, and baseline National Institutes of Health Stroke Scale (NIHSS) score in the PSD group were significantly different from those in the non-PSD group (all P<0.05). Multivariate logistic regression analysis showed that serum β 2M (odds ratio [ OR] 4.257, 95% confidence interval [ CI]1.441-12.574; P=0.009), IL-1β ( OR 1.415, 95% CI 1.116-1.793; P=0.004), IL-6 ( OR 1.262, 95% CI 1.020-1.561; P=0.032), and TNF-α ( OR 1.246, 95% CI 1.021-1.521; P=0.030) were the independent influencing factors of PSD. ROC curve analysis showed that the area under the curve of serum β 2M for predicting PSD was 0.753 (95% CI 0.668-0.838), with an optimal cutoff value of 2.255 mg/L. The sensitivity and specificity were 59.6% and 80.7%, respectively. When serum β 2M was combined with IL-1β, IL-6 and TNF-α for prediction, the area under the curve increased to 0.893 (95% CI 0.837-0.948). Conclusion:The serum β 2M in combination with pro-inflammatory cytokines has good predictive value for PSD.

Objective:To assess the safety and efficacy of Blinatumomab in treating children with acute B-lymphoblastic leukemia（B-ALL）.Methods:The clinical data of 10 B-ALL children who were admitted to the Department of Pediatrics，the First Affiliated Hospital of Xi’an Jiaotong University from May 2022 to April 2024 and treated with Blinatumomab were analyzed retrospectively.Results:All the 10 cases had a complete remission of bone marrow and all minimal residual disease（MRD）were negative. Serious adverse events were reported after chemotherapy，including intracranial venous sinus thrombosis with acute cerebral infarction，acute pancreatitis，paralytic ileus，syndrome of abnormal secretion of antidiuretic hormone，severe pneumonia，liver injury，sepsis（β-lactamase resistant Escherichia coli，Pseudomonas aeruginosa），oral mucositis，persistent agranulocytosis with bloodstream infection. All patients interrupted chemotherapy and received Blinatumomab injections for 14 days. During treatment，there was hematological toxicity，which resulted in grade 3-4 neutropenia in 5 cases within the first 7 days. Transient low-grade fever was observed in 4 cases of non-hematological toxicity during days 1-3 of treatment. One patient experienced a headache on the 7th day of treatment，which worsened on the 14th day，but it improved with mannitol treatment. Mild liver injury was present in 3 cases. Interleukin-6 reached a peak of 71.86 pg/mL on the second day of treatment in one case，whereas it was normal in others. All patients were found to be free of cytokine release syndrome. T lymphocyte count increased in 5 patients after 14 days of Blinatumomab treatment，but B lymphocyte count and serum immunoglobulin levels declined in 10 patients. Hypogammaglobulinemia was observed in 3 of these patients. The median follow-up time was 7.8（3.0-24.0）months. All patients achieved MRD-negative complete remission and 6-month overall survival rate and progression-free survival were both 100%.Conclusion:Children with B-ALL can benefit from using Blinatumomab，which is safer than conventional chemotherapy，as a new treatment strategy for those who cannot tolerate traditional chemotherapy.

Objective To investigate the clinical characteristics and related risk factors of severe Mycoplasmal pneumoniae pneumonia(SMPP)in children.Methods Analysis of clinical data of 240 children with Mycoplasmal pneumoniae pneumonia admitted to Guangxi Hospital Division of the First Affiliated Hospital,Sun Yat-sen University from October 2023 to March 2024.According to the severity of the disease,they were divided into SMPP group and general Mycoplasmal pneumoniae pneumonia(GMPP)group,multivariate Logistic regression analysis was used to analyze the risk factors related to the occurrence of SMPP.The receiver operating characteristic(ROC)curve was plotted to analyze the predictive value of each independent risk factor of SMPP.Results Compared the data during hospitalisation between GMPP group and SMPP group,the SMPP group had longer fever course,hospitalization time,azithromycin treatment time,and glucocorticoid use time(P＜0.05).The proportion of patients with unilateral lung lesions and large patchy shadows in SMPP group were significantly higher than those in GMPP group(P＜0.05).The levels of C-reactive protein,interleukin(IL)-6,and D-dimer in SMPP group were significantly higher than those in GMPP group,while the peripheral blood lymphocyte count was significantly lower than that in GMPP group(P＜0.05).The results of multiple Logistic regression analysis showed that the duration of fever,D-dimer,IL-6,and large patchy shadows in the lungs were independent risk factors for SMPP.The ROC curve results showed that fever duration ≥ 6.5 days,D-dimer≥0.495mg/L,IL-6≥11.05pg/ml,and large patchy shadows in the lungs had good application value in distinguishing SMPP and GMPP children.Conclusion Prolonged fever duration(≥6.5 days),significantly elevated levels of D-dimer and IL-6,and large patchy shadows in the lungs are the main clinical features of children with SMPP,which may be independent risk factors for predicting SMPP.

This paper reviews the current application status of big language model in nursing, the needs for information technology development in critical care nursing, the current application status of and future development direction of big language model in critical care nursing, as well as the risks and challenges faced, with a view to providing a reference for promoting the application of big language model in critical care nursing.

Objective To evaluate the application value of fascial platform versus commercial platform in transumbilical single-port laparoscopic transabdominal preperitoneal repair(TAPP)for inguinal hernia.Methods One hundred patients with inguinal hernia admitted between January and December 2024 were prospectively enrolled and randomly assigned to either the fascial platform group(n=50)or the commercial platform group(n=50)by using a random number table.The following parameters were compared between the two groups:platform establishment time,operative time,intraoperative blood loss,incision suture time,operative difficulty score,camera manipulation difficulty score,postoperative 24-hour Visual Analogue Scale(VAS)score of pain,postoperative hospital stay,total hospitalization cost,comprehensive satisfaction score,and postoperative complications.Results The fascial platform group demonstrated significantly superior outcomes compared to the commercial platform group in platform establishment time[(3.4±1.0)min vs.(8.1±1.5)min,t=-18.389,P＜0.001],operative time[(67.5±7.9)min vs.(72.2±11.5)min,t=-2.380,P=0.019],intraoperative blood loss[(8.3±4.3)ml vs.(11.1±5.7)ml,t=-2.798,P=0.006],incision suture time[(7.0±1.4)min vs.(11.8±2.7)min,t=-11.212,P＜0.001],operative difficulty score(14.4±3.6 vs.23.1±4.1,t=-11.215,P＜0.001),camera manipulation difficulty score(11.4±2.6 vs.18.3±2.5,t=-13.370,P＜0.001),VAS score of postoperative 24-hour pain(2.4±1.0 vs.3.7±1.1,t=-6.139,P＜0.001),total hospitalization cost[(15.8±1.6)thousand yuan vs.(18.3±1.6)thousand yuan,t=-7.841,P＜0.001],and comprehensive satisfaction score(7.3±1.1 vs.6.3±1.0,t=5.271,P＜0.001).However,there were no statistically significant differences in postoperative hospital stay or postoperative complication between the two groups(P＞0.05).All the patients were followed up for 1-12 months postoperatively[(5.3±1.8)months vs.(5.7±2.0)months,t=-0.945,P=0.347],with no recurrence observed in either group.Conclusions Both fascial platform and commercial platform can be used for transumbilical single-port TAPP.The fascial platform offers advantages including shorter platform establishment time,reduced incision suture time,lower operative and camera manipulation difficulty,decreased cost,less postoperative pain,and higher patient satisfaction.