[Analysis of compliance with lung protective mechanical ventilation strategy in patients with acute respiratory distress syndrome].

Objective: To assess the compliance with a lung protective ventilation strategy and to evaluate the relationship with prognosis in patients with acute respiratory distress syndrome (ARDS). Methods: In the prospective multicenter cohort study (CHARDS), patients with ARDS undergoing invasive mechanical ventilation were enrolled to collect essential information, mechanical ventilation data, and prognostic data. Compliance was operationally defined as tidal volume ≤7 ml/kg predicted body weight (PBW) or plateau pressure ≤30 cmH2O or driving pressure≤15 cmH2O. Tidal volume data collected 7 days prior to ventilation after ARDS diagnosis were categorized into four groups: standard group (Group A, 100% compliance), non-standard group (Group B, 50%-99% compliance, Group C,1%-49% compliance,and Group D,totally non-compliant). Plateau pressure and drive pressure measurements were recorded on the first day. Stepwise regression, specifically Logistics regression, was used to identify the factors influencing ICU survival. Results: A total of 449 ARDS patients with invasive mechanical ventilation were included; the proportion of mild, moderate, and severe patients was 71 (15.8%), 198 (44.1%) and 180 (40.1%), respectively. During the first 7 days, a total of 2880 tidal volume measurements were recorded with an average tidal volume of (6.89±1.93) ml/kg PBW. Of these measurements, 53.2% were found to be≤7 ml/kg PBW. The rates of compliance with lung protective mechanical ventilation were 29.8% (134/449), 24.5% (110/449), 23.6% (106/449), and 22% (99/449) in groups A, B, C, and D, respectively. In the standard group, the tidal volume for mild ARDS patients was 18.3%(13/71), while it was 81.7%(58/71)in the non-standard group. Similarly, in patients with moderate ARDS, the tidal volume was 25.8% (51/198) in the standard group, while it was 74.2% (147/198) in the non-standard group. Finally, in patients with severe ARDS, the tidal volume was 38.9% (70/180) in the standard group, while it was 61.1% (110/180) in the non-standard group. Notably, the compliance rate was higher in patients with moderate and severe ARDS in group A compared to patients with mild and moderate ARDS (18.3% vs. 25.8% vs. 38.9%, χ2=13.124, P=0.001). Plateau pressure was recorded in 221 patients, 95.9% (212/221) patients with plateau pressure≤30 cmH2O, and driving pressure was recorded in 207 patients, 77.8% (161/207) patients with a driving pressure ≤15 cmH2O.During the first 7 days, the mortality rate in the intensive care unit (ICU) was lower in the tidal volume standard group compared to the non-standard group (34.6% vs. 51.3%, χ2=10.464, P=0.001). In addition, the in-hospital mortality rate was lower in the standard group compared to the non-standard group (39.8% vs. 57%, χ2=11.016, P=0.001).The results of the subgroup analysis showed that the mortality rates of moderate and severe ARDS patients in the standard group were significantly lower than those in the non-standard group, both in the ICU and in the hospital (all P<0.05). However, there was no statistically significant difference in mortality among mild ARDS patients (all P>0.05). Conclusions: There was high compliance with recommended lung protective mechanical ventilation strategies in ARDS patients, with slightly lower compliance in patients with mild ARDS, and high compliance rates for plateau and drive pressures. The tidal volume full compliance group had a lower mortality than the non-compliance group, and showed a similar trend in the moderate-to-severe ARDS subgroup, but there was no significant correlation between compliance and prognosis in patients with mild ARDS subgroup.

Use of Radiomics Models in Preoperative Grading of Cerebral Gliomas and Comparison with Three-dimensional Arterial Spin Labelling.

AIMS: To build machine learning-based radiomics models to discriminate between high- (HGGs) and low-grade gliomas (LGGs) and to compare the effectiveness of three-dimensional arterial spin labelling (3D-ASL) to evaluate which is a better method. MATERIALS AND METHODS: We retrospectively analysed the magnetic resonance imaging T1WI-enhanced images of 105 patients with gliomas that were pathologically confirmed in our hospital. We divided the patients into a training group and a verification group at a ratio of 8:2; 200 patients from the Brain Tumour Segmentation Challenge 2020 were selected as the test group for image segmentation, feature extraction and screening. We constructed models using multilayer perceptron (MLP), support vector machine, random forest and logistic regression and evaluated their predictive performance. We obtained the mean maximum relative cerebral blood flow (rCBFmax) value from 3D-ASL of 105 patients from the hospital to evaluate its efficacy in discriminating between HGGs and LGGs. RESULTS: In machine learning, the MLP classifier model exhibited the best performance in discriminating between HGGs and LGGs; the areas under the curve obtained by MLP and rCBFmax were 0.968 versus 0.815 (verification group) and 0.981 versus 0.815 (test group), respectively. The machine learning-based MLP classifier model performed better in discriminating between HGGs and LGGs than 3D-ASL. CONCLUSION: In our study, we found that machine learning-based radiomics models and 3D-ASL were valuable in discriminating between HGGs and LGGs and between them, the machine learning-based MLP model had better diagnostic performance.

[Prognosis and related risk factors of acute respiratory distress syndrome in elder patients].

Objective: To study the risk factors associated with the hospital survival rate of elder patients with acute respiratory distress syndrome (ARDS) in Medical/Respiratory Intensive Care Units (MICUs/RICUs) by evaluating the prognosis, and therefore to provide insight into patient treatment strategy. Methods: Twenty MICUs/RICUs of 19 general hospitals in mainland China participated in the multicenter prospective cohort study carried out from Mar 1st, 2016 to Feb 28th, 2018. Patients who met the criteria of Berlin ARDS and older than 65 years were recruited. Baseline data, risk factors of ARDS, ventilator setup and prognosis data were collected from all patients. Univariant and multivariant regression analysis were conducted to analyze the factors associated with the prognosis. Results: 170 elder ARDS patients (age≥65 years) met the Berlin ARDS criteria, among whom 8.8% (15/170), 42.9% (73/170) and 48.2% (82/170) patients had mild, moderate and severe ARDS, respectively. The most common predisposing factor for elder ARDS was pneumonia, which was present in 134 patients (78.8%). 37.6% (64/170) patients were treated with noninvasive mechanical ventilation (NIV), but 43.8% (28/64) cases experienced treatment failure. 76.5% (130/170) patients were treated with invasive mechanical ventilation. All patients 80 years or older were given invasive mechanical ventilation. 51.8% (88/170) cases had complications of non-pulmonary organ failure. 61.8% (105/170) patients deceased during hospital stay. Multivariant logistic analysis showed that the independent risk factors for hospital survival rate in elder patients with ARDS were SOFA score (P=0.030, RR=0.725, 95% CI 0.543-0.969), oxygen index after 24 hours of ARDS diagnosis (P=0.030, RR=0.196, 95% CI 0.045-0.853), accumulated fluid balance within 7 days after diagnosis of ARDS (P=0.026, RR=1.000, 95% CI 1.000-1.000) and shock (P=0.034, RR=0.140, 95% CI 0.023-0.863). Conclusion: Among 20 ICUs, the high mortality rate of elder patients with ARDS was correlated with higher 24 hour SOFA score, lower 24 hour oxygen index after ARDS diagnosis, more positive fluid balance within 7 days and concomitant shock. The conservative fluid strategy within 7 days of ARDS diagnosis may benefit the elder ARDS patients.

[Clinical characteristics of lung NK/T cell lymphoma misdiagnosed as pneumonia].

Objective: To investigate the clinical features of lung natural killer (NK)/T cell lymphoma. Methods: The clinical data of patients with lung NK/T-cell lymphoma confirmed by pathology who were hospitalized due to lung shadow and initially treated as pneumonia from the First Affiliated Hospital of Zhengzhou University was collected from June 2013 to January 2019. The clinical manifestations, laboratory tests, chest CT findings, treatment procedures, outcomes, and misdiagnosis were retrospectively analyzed. Results: Among the 15 enrolled patients with lung NK/T-cell lymphoma, 5 were primary and the other 10 were secondary. There were 8 males and 7 females, aged 20-76 years. Fever presented in 14 cases, dyspnea was observed in 4 cases and 2 cases had cough. A total of 12 cases had leukopenia, 10 cases had mononuclear cell increase, 10 cases had liver dysfunction, 13 cases had elevated serum lactate dehydrogenase (LDH), and 2 cases of primary lung NK/T-cell lymphoma had increased pleural LDH and adenosine deaminase. Five cases of primary lung NK/T-cell lymphoma had multiple lung lesions, with diffuse multiple solid shadows, ground glass and patchy shadows, some with nodules; 10 cases of secondary lung NK/T-cell lymphoma showed nodular masses, some were accompanied by patchy shadows, and most patients had multiple lesions scattering in the lung. All the fifteen patients were misdiagnosed as pneumonia in the early stage, and then were diagnosed by percutaneous lung biopsy or transbronchial biopsy. Six patients underwent chemotherapy, of which 1 achieved complete response, 4 were in follow-up and 1 died of respiratory failure; 5 patients died of respiratory failure after diagnosis and 4 patients discharged and died within half a year. Conclusions: The lung NK/T-cell lymphoma are rare. The clinical manifestations and pulmonary imaging findings are indistinguishable from pulmonary inflammatory lesions. They are easily misdiagnosed as pneumonia. Early CT-guided percutaneous lung biopsy or transbronchial biopsy can improve the diagnostic accuracy.

[Clinical analysis of infective endocarditis with septic pulmonary embolism].

Objective: To analyze the clinical features of infective endocarditis with septic pulmonary embolism, and to improve the diagnosis and treatment of the disease. Methods: Retrospective analysis of clinical manifestations, blood culture, echocardiography, chest CT and diagnosis and treatment of 16 patients with infective endocarditis and septic pulmonary embolism in the First Affiliated Hospital of Zhengzhou University from January 2010 to June 2017 was carried out, and the clinical features of the disease were summarized. Results: Out of the 16 patients, 4 were males and 12 were females, aged (29.5±9.7) years old, 12 patients were with congenital heart disease. The main clinical manifestations were fever, cough, dyspnea, hemoptysis. There were 7 cases with positive blood culture, and 6 of them were Streptococcus. Echocardiography revealed cardiac vegetations, and all were from right heart. Chest CT was characterized by multiple pulmonary lesions, mainly characterized by multiple nodules and small patch shadows. All 16 patients were initially misdiagnosed as pneumonia. All patients were treated with antibiotics intravenously, 13 patients underwent cardiac surgery, 6 patients were cured, 8 patients improved, and 2 patients were discharged automatically. Conclusions: Infective endocarditis with septic pulmonary embolism is easily misdiagnosed. In patients with fever and multiple shadows in the lungs, the possibility of right heart infective endocarditis should be considered. The diagnosis can be confirmed once cardiac vegetations are found by echocardiography, and repeated echocardiographic examinations can be performed if necessary. The prognosis of patients treated with surgery as early as possible on the basis of anti-infection is good.

Dysfunction of peripheral blood dendritic cells from patients with chronic hepatitis B virus infection.

AIM: To identify the property of dendritic cells (DCs) of peripheral blood monocytes (PBMC) in patients with chronic HBV infection. METHODS: Twenty patients with persistent HBV infection were included in this study, 10 healthy subjects being used as a control group. The peripheral blood mononuclear cells (PBMC) of T cell-depleted populations were incubated and induced into mature dendritic cells in the RPMI-1640 medium in the presence of cytokines GM-CSF, IL-4, FLt-3,TNF-alpha and 100mL.L(-1 )of fetal calf serum for a total of 10-12 days. The expressions of surface markers on DCs were evaluated using flow cytometric analysis. ELISA method was used to determine the cytokine levels of interleukin-12 (IL-12) and IL-10 in the supernatant produced by DCs. For detection of the stimulatory capacity of DCs to T cell proliferation, mytomycin C-treated DC were incubated with allogenic T cells. RESULTS: A typical morphology of mature DCs from healthy subjects and HBV-infected patients was induced in in vitro incubation, but the proliferation ability and cellular number of DCs from HBV-infected patients significantly decreased compared with healthy individuals. In particular, the expression levels of HLA-DR, CD80 (B7-1) and CD86 (B7-2) on DC surface from patients were also lower than that from healthy individuals (0.46 vs 0.92 for HLA-DR, 0.44 vs 0.88 for CD80 and 0.44 vs 0.84 for CD86,P<0.05). The stimulatory capacity and production of IL-12 of DCs from patients in allogenic mixed lymphocyte reaction (AMLR) significantly decreased, but the production level of nitric oxide (NO) by DCs simultaneously increased compared with healthy subjects (86 +/- 15 vs 170 +/- 22 micromol.L(-1), P <0.05). CONCLUSION: The patients with chronic HBV infection have the defective function and immature phenotype of dendritic cells, which may be associated with the inability of efficient presentation of HBV antigens to host immune system for the clearance of HBV.

GeneDn: for high-level expression design of heterologous genes in a prokaryotic system.

RESULTS: Based on the mathematical model of high-level expression of heterologous genes in prokaryotic vector pBV220, we developed a program GeneDn for high-level expression design of natural and synthetic genes. AVAILIBILITY: The program is written in Turbo Pascal 7.0. The source code and related material are available upon request. CONTACT: wujj@nic.bmi.ac.cn