Dysfunction of the diaphragm is a common problem in mechanically ventilated patients and is closely related to various adverse outcomes.This review summarizes the evaluation methods of diaphragm function,the association between diaphragm dysfunction and adverse clinical outcomes in critically ill mechanically ventilated patients,and the protective effect of diaphragm function on adverse outcomes related to mechanical ventilation.The aim is to provide references for medical staff to optimize evaluation techniques,develop personalized nursing plans,and improve patients' quality of life and health outcomes.

Objective To investigate the ameliorative effect of Qihuakeli,a Hani formula,on glycolipid metabolism in type 2 diabetes mellitus by in vivo and in vitro experiments.Methods Rat liver mesenchymal stromal cells(BRL-3A)were inoculated in six-well plates and divided into blank,palmitic acid,fenofibrate,and Qihuakeli serum-containing 5.4,10.8,and 21.6 g/kg groups.Except for the blank group,the remaining groups were intervened with 0.2 mmol/L palmitic acid(PA)for 24 hour,and then added with drug-containing serum,and then continued to incubate for 24 hour.The proliferation rate of BRL-3A cells in each group was determined.Total cholesterol(T-CHO),low-density lipoprotein cholesterol(LDL-C),and high-density lipoprotein cholesterol(HDL-C)concentrations in the supernatant of each cell group were measured,cell culture medium was aspirated and discarded,triglyceride(TG)concentration in the cell lysate.The lipid content of the cells was determined by measuring and staining with red oil.Meanwhile,45 rats were taken and divided into blank group,model group,fenofibrate group(0.225 g/kg),Qihuakeli compound 5.4 g/kg group,and Qihuakeli compound 10.8 g/kg group,the blank group was given normal feed and the rest of the groups were given high-fat feed for 42 day.Beginning on the 43rd day,each group,except the blank group,was injected with a single intraperitoneal injection of Starting from the 43rd day,except the blank group,each group was given a one-time intraperitoneal injection of 0.25%streptozotocin(STZ)solution,and at the same time,the corresponding drugs were given by gavage for 14 day.The rats'weight gain and liver index were measured.Serum fasting blood glucose(FBG)and fasting insulin(FINS)were detected,and the insulin resistance index(ISI)was calculated.Serum free fatty acid(FFA)levels and tumor necrosis factor-α(TNF-α)in liver tissue were also detected.HE staining was used to detect pathological changes in the pancreas.Pathological changes were observed in the tissues,and islet α and β cell expression was detected by immunohistochemistry.Results Compared to the PA group,the accumulation rate of BRL-3A cells was significantly higher(P<0.01)in the 10.8 and 21.6 g/kg Qihuakeli-containing serum groups.The levels of T-CHO,LDL-C and TG in the 5.4 and 21.6 g/kg serum groups were significantly lower(P<0.05),and HDL-C levels significantly increased(P<0.05).Oil red staining results showed that lipids in the cytoplasm of the 5.4,10.8 and 21.6 g/kg.Qihuacel-containing groups significantly reduced.Compared to the model group,the body weight of the 10.8 g/kg group containing Qihuakeli granules increased significantly(P<0.05).The liver index of the 5.4 g/kg group containing Qihuakeli decreased significantly(P<0.05).The serum indices of FBG,FINS,FFA and insulin resistance of the 5 g/kg group containing Qihuakeli decreased significantly(P<0.05).In the 5.4,10.8 g/kg groups,all serum FBG,FINS,FFA and insulin resistance indices significantly reduced in the 5.4 and 10.8 g/kg Qihuakeli groups(P<0.05 or P<0.01).TNF-α levels were significantly reduced(P<0.01).HE staining showed that a small number of lymphocytes were scattered in the pancreatic ducts and perivascular area of the rats in the Qihuakeli 5.4 and 10.8 g/kg groups,the local vasodilatation was observed,the number of pancreatic islet cells and the area of islet cells significantly increased.Immunohistochemical study was further used.The results of immunohistochemistry showed that the area of pancreatic islet α-cells significantly reduced and the area of pancreatic islet β-cells significantly increased in Qihuakeli 5.4 and 10.8 g/kg groups.Conclusion Qihuakeli compound improved glucose-lipid metabolism in T2DM,probably by improving the function of pancreatic islet cells,increasing the sensitivity of insulin to blood glucose,improving insulin resistance,decreasing the secretion of insulin and glucagon,and thus lowering the level of fasting blood glucose.Meanwhile,by decreasing the content of TNF-α,inhibiting lipolysis in the body,and promoting the uptake of FFA by adipocytes,and further lowering the FFA.Thus,it regulates the levels of TG,T-CHO,HDL-C and LDL-C,improves the abnormalities of glucose and lipid metabolism,and alleviates T2DM.

Objective To investigate the ameliorative effect of Qihuakeli,a Hani formula,on glycolipid metabolism in type 2 diabetes mellitus by in vivo and in vitro experiments.Methods Rat liver mesenchymal stromal cells(BRL-3A)were inoculated in six-well plates and divided into blank,palmitic acid,fenofibrate,and Qihuakeli serum-containing 5.4,10.8,and 21.6 g/kg groups.Except for the blank group,the remaining groups were intervened with 0.2 mmol/L palmitic acid(PA)for 24 hour,and then added with drug-containing serum,and then continued to incubate for 24 hour.The proliferation rate of BRL-3A cells in each group was determined.Total cholesterol(T-CHO),low-density lipoprotein cholesterol(LDL-C),and high-density lipoprotein cholesterol(HDL-C)concentrations in the supernatant of each cell group were measured,cell culture medium was aspirated and discarded,triglyceride(TG)concentration in the cell lysate.The lipid content of the cells was determined by measuring and staining with red oil.Meanwhile,45 rats were taken and divided into blank group,model group,fenofibrate group(0.225 g/kg),Qihuakeli compound 5.4 g/kg group,and Qihuakeli compound 10.8 g/kg group,the blank group was given normal feed and the rest of the groups were given high-fat feed for 42 day.Beginning on the 43rd day,each group,except the blank group,was injected with a single intraperitoneal injection of Starting from the 43rd day,except the blank group,each group was given a one-time intraperitoneal injection of 0.25%streptozotocin(STZ)solution,and at the same time,the corresponding drugs were given by gavage for 14 day.The rats'weight gain and liver index were measured.Serum fasting blood glucose(FBG)and fasting insulin(FINS)were detected,and the insulin resistance index(ISI)was calculated.Serum free fatty acid(FFA)levels and tumor necrosis factor-α(TNF-α)in liver tissue were also detected.HE staining was used to detect pathological changes in the pancreas.Pathological changes were observed in the tissues,and islet α and β cell expression was detected by immunohistochemistry.Results Compared to the PA group,the accumulation rate of BRL-3A cells was significantly higher(P<0.01)in the 10.8 and 21.6 g/kg Qihuakeli-containing serum groups.The levels of T-CHO,LDL-C and TG in the 5.4 and 21.6 g/kg serum groups were significantly lower(P<0.05),and HDL-C levels significantly increased(P<0.05).Oil red staining results showed that lipids in the cytoplasm of the 5.4,10.8 and 21.6 g/kg.Qihuacel-containing groups significantly reduced.Compared to the model group,the body weight of the 10.8 g/kg group containing Qihuakeli granules increased significantly(P<0.05).The liver index of the 5.4 g/kg group containing Qihuakeli decreased significantly(P<0.05).The serum indices of FBG,FINS,FFA and insulin resistance of the 5 g/kg group containing Qihuakeli decreased significantly(P<0.05).In the 5.4,10.8 g/kg groups,all serum FBG,FINS,FFA and insulin resistance indices significantly reduced in the 5.4 and 10.8 g/kg Qihuakeli groups(P<0.05 or P<0.01).TNF-α levels were significantly reduced(P<0.01).HE staining showed that a small number of lymphocytes were scattered in the pancreatic ducts and perivascular area of the rats in the Qihuakeli 5.4 and 10.8 g/kg groups,the local vasodilatation was observed,the number of pancreatic islet cells and the area of islet cells significantly increased.Immunohistochemical study was further used.The results of immunohistochemistry showed that the area of pancreatic islet α-cells significantly reduced and the area of pancreatic islet β-cells significantly increased in Qihuakeli 5.4 and 10.8 g/kg groups.Conclusion Qihuakeli compound improved glucose-lipid metabolism in T2DM,probably by improving the function of pancreatic islet cells,increasing the sensitivity of insulin to blood glucose,improving insulin resistance,decreasing the secretion of insulin and glucagon,and thus lowering the level of fasting blood glucose.Meanwhile,by decreasing the content of TNF-α,inhibiting lipolysis in the body,and promoting the uptake of FFA by adipocytes,and further lowering the FFA.Thus,it regulates the levels of TG,T-CHO,HDL-C and LDL-C,improves the abnormalities of glucose and lipid metabolism,and alleviates T2DM.

Dysfunction of the diaphragm is a common problem in mechanically ventilated patients and is closely related to various adverse outcomes.This review summarizes the evaluation methods of diaphragm function,the association between diaphragm dysfunction and adverse clinical outcomes in critically ill mechanically ventilated patients,and the protective effect of diaphragm function on adverse outcomes related to mechanical ventilation.The aim is to provide references for medical staff to optimize evaluation techniques,develop personalized nursing plans,and improve patients' quality of life and health outcomes.

Objective To identify the pathogenic bacteria such as Staphylococcus aureus and Enterococcus faecalis in bloodstream infec-tions with high confidence based on three deep learning models such as GoogleNet,ResNet101,and Vgg19,compare the performance and classification ability of these models,and explore the feasibility of applying the deep learning models for the rapid identification of pathogenic bacteria in bloodstream infections.Methods The preprocessed Gram-stained bacterial images,including 1 682 images for Staphylococcus aureus and 1 723 for Enterococcus faecalis,and 688 blank control microscopic images were input into three models for training and validation,respectively.Among them,1 344 images for Staphylococcus aureus,1 376 for Enterococcus faecalis,and 544 blank control images were used for training,and the remaining images were used for validation.The model with the best performance was identified according to the classification parameters between the models.Results The ResNet101 model had the lowest cross-en-tropy loss value(0.008 710 3),the largest Epoch value(93),and the highest accuracy rate(99％)for identifying the three types of validation set images.The cross-entropy loss value,Epoch value,and accuracy rate of the GoogleNet model were 0.063 89,86 and 98.6％,respectively,for identifying the three types of validation set images.Those of the Vgg19 model were 0.035 682,86 and 97.7％,respectively.Conclusion The ResNet101 model has the best performance in the classification of three kinds of images.The deep learning model may accurately,reliably and rapidly identify the Gram-stained images of pathogenic bacteria such as Staphylococcus aureus and Enterococcus faecalis in bloodstream infections.

Objective:To research the curative effect of moxifloxacin solution atomization inhalation in the treatment of chronic obstructive pulmonary disease (COPD) combined with respiratory failure.Methods:94 cases of COPD patients combined with respiratory failure from May 2014 to May 2016 were selected and divided into the control group(n=47) and the research group (n=47) acording to the lottery method,the control group received routine treatment,while the research group was treated based on the control group with moxifloxacin solution inhalation treatment.The curative effect,serum tumor necrosis factor-α(TNF-α),c-reactive protein (CRP) and interleukin 10 (IL-10),creatine phosphokinase (CK),aspertate aminotransferase (AST) levels,the blood oxygen partial pressure (PaO2),CO2 partial pressure (PaCO2),APACHE Ⅱ score and occurrence of adverse reactions were compared between two groups.Results:After treatment,the total effective rate of research group was higher than that of the control group (P＜0.05).The serum levels of TNF alpha,CRP,PaCO2,CK,AST,APACHE Ⅱ score of research group were evidently lower than those of the control group (P＜0.05).The serum levels ofIL-10,PaO2 of research group were evident higher than those of the control group (P＜0.05).The occurrence of adverse reactions showed no differences between the two groups (P＞0.05).Conclusion:Moxifloxacin solution atomization inhalation was effective in the treatment of COPD combined with respiratory failure,which might be related to the inhibition of inflammatory response,and improvment of breath.