1.Effects of mechanical ventilation at birth transition on lung pathophysiology and pathobiology in very preterm rabbits at 26 gestational days
Meng ZHANG ; Li MA ; Xiaohan YOU ; Xiaojing GUO ; Meimei CHEN ; Bo SUN
Chinese Pediatric Emergency Medicine 2025;32(10):753-758
Objective:To explore the effects of mechanical ventilation(MV)at birth transition on lung pathophysiology and pathobiology in a very preterm animal model.Methods:Based on the model of respiratory distress syndrome(RDS)in very preterm rabbits at gestational age 26(term 31)days well established by the research group using perinatal medication and lung-protective ventilation strategies(very low tidal volume 1-3 mL/kg),we conducted a secondary data analysis. The studied rabbits were re-grouped according to the MV length(≤3 h,3-6 h,6-9 h,9-12 h,and >12 h). The changes in lung mechanics,histopathology,phospholipid biochemistry,and mRNA relative expression of inflammatory/growth factor in lung tissue were evaluated over the time course of MV. The trend of each variable was tested by ANOVA trend test( F trend)and Jonckheere-Terpstra trend test( J-T value)with corresponding P value. Results:With the prolonged MV length,there was improved mean dynamic compliance of respiratory system( F trend=16.722, P trend<0.001),along with decreased mean peak inspiratory pressure( F trend =42.226, P trend<0.001). The content of total phospholipids,disaturated phosphatidylcholine( J-T=1 222,1 197, P trend=0.018,0.034,respectively)and total protein( J-T=1 247 ,P trend= 0.009)in bronchoalveolar lavage fluid gradually increased. The wet lung weight in the ≤3 h group was significantly higher than in the other groups( F=6.819, P<0.001). The lung injury score(total,or hemorrhage,or inflammation)had progressive exacerbation in the ≤3 h,3-6 h and 6-9 h groups. The lung tissue mRNA expression of major proinflammatory cytokines increased modestly over the time groups in contrast to decreased expression of growth factors,of which the change of keratinocyte growth factor reached statistical significance( J-T=531, P trend =0.034). Conclusion:In the 26-day very preterm rabbits,with prolonged MV time,the content of surfactant phospholipid in the alveolar increased gradually,the lung compliance and lung fluid clearance gradually improved. Nevertheless,ventilator-induced lung injury remained evolving. The study warrants further study on the pathogenesis and protective strategies of early postnatal acute lung injury and chronic lung disease.
2.Construction of a risk predictive model for ICU-acquired weakness in patients with mechanical ventilation based on machine learning
Jinxia JIANG ; Shuyang LIU ; Xiao SUN ; Meimei TIAN ; Yi LIU ; Jinling XU
Chinese Journal of Modern Nursing 2025;31(8):1059-1065
Objective:To screen risk factors for ICU-acquired weakness in patients with mechanical ventilation and construct a predictive model, so as to provide a basis for the health management of patients with mechanical ventilation.Methods:Convenience sampling was used to select 312 ICU patients with mechanical ventilation admitted to the Tenth People's Hospital of Tongji University from October 2019 to August 2020 for the study. Patients were divided into training set ( n=220) and test set ( n=92) in a 7∶3 ratio. Based on machine learning algorithms, decision random forest (DRF), extremely-randomized trees (XRT) and generalized linear model (GLM) were used to construct three ICU-acquired weakness risk prediction models for patients with mechanical ventilation, respectively. The performance of the prediction model was evaluated using the area under the receiver operating characteristic curve ( AUC), the area under the precision-recall curve ( AUPRC), and the root mean square error ( RMSE) . Results:There were 7 predictors of risk of ICU-acquired weakness in patients with mechanical ventilation, including age, gender, braking, duration of mechanical ventilation, blood glucose, lactic acid, and parenteral nutrition. Test set and training set validation showed that AUC and AUPRC of GLM prediction model were greater than those of DRF, XRT prediction model. Test set validation indicated that the RMSE, logarithmic loss of GLM prediction model was less than those of DRF, XRT prediction model. Conclusions:Machine learning algorithm based GLM prediction model has good prediction performance. Healthcare professionals can construct evidence-based decisions for interventions in areas such as braking, duration of mechanical ventilation, and blood glucose management.
3.Effects of mechanical ventilation at birth transition on lung pathophysiology and pathobiology in very preterm rabbits at 26 gestational days
Meng ZHANG ; Li MA ; Xiaohan YOU ; Xiaojing GUO ; Meimei CHEN ; Bo SUN
Chinese Pediatric Emergency Medicine 2025;32(10):753-758
Objective:To explore the effects of mechanical ventilation(MV)at birth transition on lung pathophysiology and pathobiology in a very preterm animal model.Methods:Based on the model of respiratory distress syndrome(RDS)in very preterm rabbits at gestational age 26(term 31)days well established by the research group using perinatal medication and lung-protective ventilation strategies(very low tidal volume 1-3 mL/kg),we conducted a secondary data analysis. The studied rabbits were re-grouped according to the MV length(≤3 h,3-6 h,6-9 h,9-12 h,and >12 h). The changes in lung mechanics,histopathology,phospholipid biochemistry,and mRNA relative expression of inflammatory/growth factor in lung tissue were evaluated over the time course of MV. The trend of each variable was tested by ANOVA trend test( F trend)and Jonckheere-Terpstra trend test( J-T value)with corresponding P value. Results:With the prolonged MV length,there was improved mean dynamic compliance of respiratory system( F trend=16.722, P trend<0.001),along with decreased mean peak inspiratory pressure( F trend =42.226, P trend<0.001). The content of total phospholipids,disaturated phosphatidylcholine( J-T=1 222,1 197, P trend=0.018,0.034,respectively)and total protein( J-T=1 247 ,P trend= 0.009)in bronchoalveolar lavage fluid gradually increased. The wet lung weight in the ≤3 h group was significantly higher than in the other groups( F=6.819, P<0.001). The lung injury score(total,or hemorrhage,or inflammation)had progressive exacerbation in the ≤3 h,3-6 h and 6-9 h groups. The lung tissue mRNA expression of major proinflammatory cytokines increased modestly over the time groups in contrast to decreased expression of growth factors,of which the change of keratinocyte growth factor reached statistical significance( J-T=531, P trend =0.034). Conclusion:In the 26-day very preterm rabbits,with prolonged MV time,the content of surfactant phospholipid in the alveolar increased gradually,the lung compliance and lung fluid clearance gradually improved. Nevertheless,ventilator-induced lung injury remained evolving. The study warrants further study on the pathogenesis and protective strategies of early postnatal acute lung injury and chronic lung disease.
4.Construction of a risk predictive model for ICU-acquired weakness in patients with mechanical ventilation based on machine learning
Jinxia JIANG ; Shuyang LIU ; Xiao SUN ; Meimei TIAN ; Yi LIU ; Jinling XU
Chinese Journal of Modern Nursing 2025;31(8):1059-1065
Objective:To screen risk factors for ICU-acquired weakness in patients with mechanical ventilation and construct a predictive model, so as to provide a basis for the health management of patients with mechanical ventilation.Methods:Convenience sampling was used to select 312 ICU patients with mechanical ventilation admitted to the Tenth People's Hospital of Tongji University from October 2019 to August 2020 for the study. Patients were divided into training set ( n=220) and test set ( n=92) in a 7∶3 ratio. Based on machine learning algorithms, decision random forest (DRF), extremely-randomized trees (XRT) and generalized linear model (GLM) were used to construct three ICU-acquired weakness risk prediction models for patients with mechanical ventilation, respectively. The performance of the prediction model was evaluated using the area under the receiver operating characteristic curve ( AUC), the area under the precision-recall curve ( AUPRC), and the root mean square error ( RMSE) . Results:There were 7 predictors of risk of ICU-acquired weakness in patients with mechanical ventilation, including age, gender, braking, duration of mechanical ventilation, blood glucose, lactic acid, and parenteral nutrition. Test set and training set validation showed that AUC and AUPRC of GLM prediction model were greater than those of DRF, XRT prediction model. Test set validation indicated that the RMSE, logarithmic loss of GLM prediction model was less than those of DRF, XRT prediction model. Conclusions:Machine learning algorithm based GLM prediction model has good prediction performance. Healthcare professionals can construct evidence-based decisions for interventions in areas such as braking, duration of mechanical ventilation, and blood glucose management.
5.Construction and clinical practice of vector management strategy for preventing ventilator-associated pneumonia by blocking etiological characteristics
Xinhua XIA ; Ying WANG ; Pengbo YAN ; Yanling SUN ; Meimei SI ; Lie QIN ; Yuxia WANG ; Yanan LI ; Ling CHEN ; Zijun ZHANG
Chinese Journal of Practical Nursing 2024;40(4):283-288
Objective:To establish an environmental management strategy for the prevention of ventilator-associated pneumonia from the perspective of etiological characteristics and to verify its application effect.Methods:Based on a sampling survey, this study constructed preventive management strategies for ventilator-associated pneumonia by blocking pathogen characteristics from the perspective of both colonization and infection management in patients. From July 2021 to June 2023, a non-synchronous randomized controlled study was conducted, including a control group of 59 cases and an experimental group of 57 cases from ICU of Tianjin Teda Hospital, all of them were mechanically ventilated patients. The effectiveness of the strategy was confirmed.Results:In the control group, there were 35 males and 24 females, with an average age of (46.97 ± 18.84) years. In the experimental group, there were 39 males and 18 females, with an average age of (47.49 ± 13.85) years. During the study period, there were 9 cases of ventilator-associated pneumonia (VAP) in the control group and 2 cases in the experimental group, the difference between the two groups was statistically significant (exact odds ratio=0.031). The duration of mechanical ventilation in the experimental group (122.41 ± 18.36) h, which was shorter than that in the control group (187.62 ± 18.05) h, and the difference was statistically significant ( t=19.28, P<0.05). The length of ICU stay in the experimental group was (8.38 ± 0.79) d, in the control group was (10.99 ± 1.10) d, the difference between them was statistically significant ( t=14.66, P<0.05). On the 7th day, there were 7 cases of positive pathogenic bacteria in sputum culture in the experimental group, which was significantly different from the 29 cases in the control group ( χ2=16.73, P<0.05). Conclusions:The vector management strategy for preventing ventilator-associated pneumonia by blocking etiological characteristics can reduce the incidence of VAP, shorten the duration of mechanical ventilation and ICU stay, and reduce the pathogen load in the sputum of mechanically ventilated patients on the 7th day.
6.QL1604 plus paclitaxel-cisplatin/ carboplatin in patients with recurrent or metastatic cervical cancer:an open-label, single-arm, phase II trial
Cheng FANG ; Yun ZHOU ; Yanling FENG ; Liping HE ; Jinjin YU ; Yuzhi LI ; Mei FENG ; Mei PAN ; Lina ZHAO ; Dihong TANG ; Xiumin LI ; Buzhen TAN ; Ruifang AN ; Xiaohui ZHENG ; Meimei SI ; Baihui ZHANG ; Lingyan LI ; Xiaoyan KANG ; Qi ZHOU ; Jihong LIU
Journal of Gynecologic Oncology 2024;35(6):e77-
Objective:
QL1604 is a highly selective, humanized monoclonal antibody against programmed death protein 1. We assessed the efficacy and safety of QL1604 plus chemotherapy as first-line treatment in patients with advanced cervical cancer.
Methods:
This was a multicenter, open-label, single-arm, phase II study. Patients with advanced cervical cancer and not previously treated with systemic chemotherapy were enrolled to receive QL1604 plus paclitaxel and cisplatin/carboplatin on day 1 of each 21-day cycle for up to 6 cycles, followed by QL1604 maintenance treatment.
Results:
Forty-six patients were enrolled and the median follow-up duration was 16.5 months. An 84.8% of patients had recurrent disease and 13.0% had stage IVB disease. The objective response rate (ORR) per Response Evaluation Criteria in Advanced Solid Tumors (RECIST) v1.1 was 58.7% (27/46). The immune ORR per immune RECIST was 60.9% (28/46).The median duration of response was 9.6 months (95% confidence interval [CI]=5.5–not estimable). The median progression-free survival was 8.1 months (95% CI=5.7–14.0). Fortyfive (97.8%) patients experienced treatment-related adverse events (TRAEs). The most common grade≥3 TRAEs (>30%) were neutrophil count decrease (50.0%), anemia (32.6%), and white blood cell count decrease (30.4%).
Conclusion
QL1604 plus paclitaxel-cisplatin/carboplatin showed promising antitumor activity and manageable safety profile as first-line treatment in patients with advanced cervical cancer. Programmed cell death protein 1 inhibitor plus chemotherapy may be a potential treatment option for the patient population who have contraindications or can’t tolerate bevacizumab, which needs to be further verified in phase III confirmatory study.
7.QL1604 plus paclitaxel-cisplatin/ carboplatin in patients with recurrent or metastatic cervical cancer:an open-label, single-arm, phase II trial
Cheng FANG ; Yun ZHOU ; Yanling FENG ; Liping HE ; Jinjin YU ; Yuzhi LI ; Mei FENG ; Mei PAN ; Lina ZHAO ; Dihong TANG ; Xiumin LI ; Buzhen TAN ; Ruifang AN ; Xiaohui ZHENG ; Meimei SI ; Baihui ZHANG ; Lingyan LI ; Xiaoyan KANG ; Qi ZHOU ; Jihong LIU
Journal of Gynecologic Oncology 2024;35(6):e77-
Objective:
QL1604 is a highly selective, humanized monoclonal antibody against programmed death protein 1. We assessed the efficacy and safety of QL1604 plus chemotherapy as first-line treatment in patients with advanced cervical cancer.
Methods:
This was a multicenter, open-label, single-arm, phase II study. Patients with advanced cervical cancer and not previously treated with systemic chemotherapy were enrolled to receive QL1604 plus paclitaxel and cisplatin/carboplatin on day 1 of each 21-day cycle for up to 6 cycles, followed by QL1604 maintenance treatment.
Results:
Forty-six patients were enrolled and the median follow-up duration was 16.5 months. An 84.8% of patients had recurrent disease and 13.0% had stage IVB disease. The objective response rate (ORR) per Response Evaluation Criteria in Advanced Solid Tumors (RECIST) v1.1 was 58.7% (27/46). The immune ORR per immune RECIST was 60.9% (28/46).The median duration of response was 9.6 months (95% confidence interval [CI]=5.5–not estimable). The median progression-free survival was 8.1 months (95% CI=5.7–14.0). Fortyfive (97.8%) patients experienced treatment-related adverse events (TRAEs). The most common grade≥3 TRAEs (>30%) were neutrophil count decrease (50.0%), anemia (32.6%), and white blood cell count decrease (30.4%).
Conclusion
QL1604 plus paclitaxel-cisplatin/carboplatin showed promising antitumor activity and manageable safety profile as first-line treatment in patients with advanced cervical cancer. Programmed cell death protein 1 inhibitor plus chemotherapy may be a potential treatment option for the patient population who have contraindications or can’t tolerate bevacizumab, which needs to be further verified in phase III confirmatory study.
8.QL1604 plus paclitaxel-cisplatin/ carboplatin in patients with recurrent or metastatic cervical cancer:an open-label, single-arm, phase II trial
Cheng FANG ; Yun ZHOU ; Yanling FENG ; Liping HE ; Jinjin YU ; Yuzhi LI ; Mei FENG ; Mei PAN ; Lina ZHAO ; Dihong TANG ; Xiumin LI ; Buzhen TAN ; Ruifang AN ; Xiaohui ZHENG ; Meimei SI ; Baihui ZHANG ; Lingyan LI ; Xiaoyan KANG ; Qi ZHOU ; Jihong LIU
Journal of Gynecologic Oncology 2024;35(6):e77-
Objective:
QL1604 is a highly selective, humanized monoclonal antibody against programmed death protein 1. We assessed the efficacy and safety of QL1604 plus chemotherapy as first-line treatment in patients with advanced cervical cancer.
Methods:
This was a multicenter, open-label, single-arm, phase II study. Patients with advanced cervical cancer and not previously treated with systemic chemotherapy were enrolled to receive QL1604 plus paclitaxel and cisplatin/carboplatin on day 1 of each 21-day cycle for up to 6 cycles, followed by QL1604 maintenance treatment.
Results:
Forty-six patients were enrolled and the median follow-up duration was 16.5 months. An 84.8% of patients had recurrent disease and 13.0% had stage IVB disease. The objective response rate (ORR) per Response Evaluation Criteria in Advanced Solid Tumors (RECIST) v1.1 was 58.7% (27/46). The immune ORR per immune RECIST was 60.9% (28/46).The median duration of response was 9.6 months (95% confidence interval [CI]=5.5–not estimable). The median progression-free survival was 8.1 months (95% CI=5.7–14.0). Fortyfive (97.8%) patients experienced treatment-related adverse events (TRAEs). The most common grade≥3 TRAEs (>30%) were neutrophil count decrease (50.0%), anemia (32.6%), and white blood cell count decrease (30.4%).
Conclusion
QL1604 plus paclitaxel-cisplatin/carboplatin showed promising antitumor activity and manageable safety profile as first-line treatment in patients with advanced cervical cancer. Programmed cell death protein 1 inhibitor plus chemotherapy may be a potential treatment option for the patient population who have contraindications or can’t tolerate bevacizumab, which needs to be further verified in phase III confirmatory study.
9.Natural history of chronic hepatitis B virus infection under low-level viremia
Chinese Journal of Hepatology 2023;31(3):322-326
Low-level viremia (LLV) is a hot and difficult topic that has gradually attracted attention in the field of chronic hepatitis B for evaluating antiviral therapy response in recent years. The presence of LLV may increase drug-resistant mutations, the progression of liver fibrosis, and potentially the development of liver cancer following antiviral therapy. Natural history of chronic HBV infection patients also have LLV, but it is unclear whether these patients are also at risk of disease progression, what the risk is, and whether early antiviral therapy is necessary and beneficial. Therefore, this article provides a reference for the all-encompassing management of this group of patients by reviewing the prevalence and impact of LLV in chronically HBV-infected patients' natural histories.
10. Significance of demonstration team on improvement of internal teaching quality in teaching ward rounds
Lijing SUN ; Rong TAO ; Meimei CHEN ; Xinfang HUANG ; Qiwen FENG ; Tianyun YANG ; Xiaohong HUANG ; Xi GUI ; Xiaoyan MA ; Ying YU ; Gengru JIANG
Chinese Journal of Medical Education Research 2019;18(12):1227-1229
Teaching rounds is an important part of clinical teaching practice, therefore, we established a demonstration team for teaching ward rounds. By formulating standard operation procedure for teaching rounds and encouraging innovation on teaching models, the team played a demonstration role in the clinical teaching rounds, which not only made up the shortcomings in teaching, but also improved the teaching level of clinical teachers and the quality of clinical training.

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