Objective The purpose of this study was to compare the differences of job satisfaction degree between contract nurses and formal nurses. Methods 350 incumbency clinical nurses were ob-tained from 3 provincial and grade three A hospitals(including nurses in internal medicine, surgical,gyne-cologic,pediatric,emergency departments and ICU). Research instruments used in this study included the self-designed demographic questionnaire and the nurses' job satisfaction scale. Results The level of the overall job satisfaction degree among contract nurses was lower than that of the formal nurses. Of all job satisfaction subscales, the scores of professional opportunities, performance and responsibility,salary and welfare, administration and hospital policy, interpersonal relationships among contract nurses were lower than those of formal nurses. But the scores of scheduling and work conditions, professional traits were higher than those of formal nurses. Conclusions It is advocated to adopt different management and incentive mechanisms to improve the job satisfaction degree for contract nurses according to the differ- ences between contract nurses and formal nurses, so that the nursing staff can be stabilized.

ObjectiveTo investigate the prevalence of preoperative malnutrition and nutrition support among gastrointestinal cancer patients.MethodsA retrospective study was conducted based on the nutritional status and nutrition support of 336 gastrointestinal cancer patients who received elective radical surgery in Peking Union Medical College Hospital from April to December 2009.ResultsMalnutrition was found in 34.6％ gastric cancer patients,23.8 ％ colorectal cancer patients,and 23 ％ esophageal and cardiac cancer patients.The patients with worse nutritional status were given longer duration of nutrition support and higher energy intake.Conclusion Malnutrition occurs in gastrointestinal cancer patients,yet sometimes treated with inappropriate nutrition support.

Objective To explore the change in nutritional status of perioperative gastrointestinal cancer patients. Methods The nutritional status of 207 gastrointestinal cancer patients who were to undergo elective radical surgery was evaluated by SGA within 48h of admission and 7 days after operation. The investigation results went through analysis. Results Body weight was significantly decreased 7 days after operation compared with 48h of admission, the prevalence of malnutrition 7 days after operation was higher than 48h of admission; weight loss, change of food intake and decreased functional activity were the related factors of change in nutritional status of perioperative gastrointestinal cancer patients. Conclusions There was a decreased nutritional status among perioperative gastrointestinal cancer patients, and appropriate nutrition intervention program and treatment should be taken to improve clinical outcomes according to the risk factors.

Objective To construct a scientific and feasible evaluation indicator system of health education effect of our country′s hospitalized patients with diabetes. Methods On the basis of literature review and semi-structured interview combined with group discussion, alternative index system were determined,and then the Delphi method were used for two round consultation with 30 diabetes experts to finally determine indicator evaluation system. Results Positive coefficient of the two rounds consultation were 86.7% (26/30) and 100.0% (26/26) respectively, experts′ authority coefficient was 0.889,and the Kendall W coefficients of concordance were 0.447,0.369 and 0.302 respectively (P<0.01). The evaluation indicator system of health education effect was consisted of 6 fisrt-level indicators, 24 second-level indicators and 55 third-level indicators. Conclusions The evaluation indicator system of health education effect is reliable and scientific, which can provide objective and quantitative standards for health education effect of hospitalized patients with diabetes in our country.

Objective To study the influence of mild hypothermia on pulmonary vascular permeability in patients with acute respiratory distress syndrome (ARDS) induced by infection.Methods A prospective randomized controlled trial was conducted.Patients with ARDS induced by infection satisfied criteria including age 18-70 years,endotracheal intubation and mechanical ventilation (MV),and without severe coagulation disorder admitted to intensive care unit (ICU) of the First Affiliated Hospital of Guangxi Medical University from May 2012 to November 2015 were enrolled,excluding tumor,burn,cardiac disease,vascular disease,and endovascular surgery within 3 months.The patients enrolled were randomly divided into non-temperature controlled group and mild hypothermia group.The primary diseases in all patients were treated according to the treating principles,including respiratory support,integrated treatment of organ support and symptomatic treatment.Besides,the patients in the mild hypothermia group were administered with systemic hypothermia,and the patients' core body temperature (nasopharyngeal temperature) was rapidly decreased to 34-35 ℃ within 1 hour.Acute physiology and chronic health evaluation Ⅱ (APACHE Ⅱ) score,oxygenation index (PaO2/FiO2),extravascular lung water index (EVLWI) and pulmonary vascular permeability index (PVPI) in two groups at 1,24,48,and 72 hours after treatment or core temperature up to standards were monitored respectively.Enzyme-linked immunosorbent assay (ELISA) was used to determine the levels of vascular endothelial growth factor (VEGF) in venous blood as well as tumor necrosis factor-α (TNF-α) and surfactant apoprotein A (SP-A) in bronchoalveolar lavage fluid (BALF),and circulating endothelial cell (CEC) was counted.The duration of mechanical ventilation and 7-day survival rate were recorded.Results Fifty-six patients were enrolled,with 32 in non-temperature controlled group and 24 in mild hypothermia group.There was no difference in baseline variables including gender,age,APACHE Ⅱ score,PaO2/FiO2 between two groups.APACHE Ⅱ score,EVLWI,PVPI,VEGF,CEC,and TNF-α in both groups were gradually increased with treatment time prolongation,and PaO2/FiO2 and SP-A were gradually decreased.Compared with non-temperature controlled group,APACHE Ⅱ score (16.34±4.27 vs.19.24 ± 5.95),EVLWI (mL/kg:12.17 ± 2.26 vs.12.39 ± 4.71),PVPI (15.40 ± 10.95 vs.16.08 ± 10.24),VEGF (ng/L:127.92 ± 31.49 vs.159.12 ± 40.67),CEC (cells/μL:4.15 ± 1.79 vs.5.70 ± 2.38),and TNF-α (ng/L:147.18 ± 48.85 vs.257.17 ±40.84) in mild hypothermia group were significantly decreased from 24 hours (all P ＜ 0.05),and PaO2/FiO2 [mmHg (1 mmHg =0.133 kPa):175.03± 12.64 vs.162.53 ± 14.15] and SP-A (μg/L:80.85 ± 16.18 vs.62.06 ± 17.28) were significantly increased (both P ＜ 0.05),the duration of mechanical ventilation was significantly shortened (days:10.38 ± 1.50 vs.15.74 ± 3.06,P ＜ 0.01),and 7-day survival rate was significantly increased (75.0％ vs.46.9％,P ＜ 0.05).Conclusion Mild hypothermia can reduce the pulmonary vascular permeability,and improve pulmonary function in early phase in patients with ARDS,as well as shorten the duration of mechanical ventilation,and decrease short-term mortality.

Objective To investigate the effect of hypothermia on the expression Toll-like receptor 2 (TLR2),myeloid differentiation factor 88(MyD88),nuclear factor-κBp65(NF-κBp65),plasminogen activator inhibitor-1(PAI-1)in the TLR2/MyD88 pathway in rats with acute lung injury(ALI)induced by lipopolysaccharide (LPS)inhalation. Methods Ninety male Sprague-Dawley(SD)rats were randomly divided into control group (n=18),hypothermia group(n=24),temperature controlled group(n=24),and temperature-uncontrolled group(n=24). The ALI model was reproduced by 0.5 mL/kg LPS intratracheal instillation,while only normal saline was instilled intratracheally for control group. Arterial blood was collected and physical cooling was started 1 hour after instillation. The body temperature was lowered to 32-34 ℃in hypothermia group and 36-37 ℃in temperature controlled group,and no intervention was used for temperature-uncontrolled group and control group. The arterial blood gas was determined in all the groups before and 1 hour after instillation of saline or LPS and 1,6, 12 hours after intervention. Rats were sacrificed respectively at 1,6 and 12 hours after temperature control therapy, the morphological changes in lung tissue were observed under light microscope. The protein expression of PAI-1 in bronchoalveolar lavage fluid(BALF)was determined by enzyme linked immunosorbent assay(ELISA). TLR2 mRNA and MyD88 mRNA transcriptional level were determined by reverse transcription-polymeras chain reaction (RT-PCR). NF-κBp65 protein level was determined by Western Blot. Results After instillation of LPS,the oxygenation index(PaO2/FiO2)of each group was decreased obviously,the damage of lung tissues was aggravating,the lung injury score was increased significantly,PAI-1 protein in BALF and the expressions of TLR2 mRNA,MyD88 mRNA, NF-κBp65 protein in lung tissues were increased obviously. Each index was improved by therapeutic Hypothermia, the effect of which was best in using a cooling period in the 1-6 hours,while might be benefit at 6-12 hours. Compared with temperature controlled group,PaO2/FiO2(mmHg,1 mmHg=0.133 kPa)at 1 hour and 6 hours of hypothermia group was improved(1 hour:402.49±38.61 vs. 324.36±28.93,6 hours:349.72±98.20 vs. 284.35±13.68, both P<0.01),the lung injury score at 1,6 and 12 hours were significantly decreased(1 hour:6.04±0.74 vs. 7.96±0.65,6 hours:9.09±0.80 vs. 13.13±1.02,12 hours:10.79±1.42 vs. 13.42±0.68,all P<0.01),the PAI-1 protein(ng/L)in BALF at 1,6 and 12 hours were significantly decreased(1 hour:121.36±4.62 vs. 197.74±9.42, 6 hours:230.53±10.76 vs. 294.06±16.60,12 hours:270.48±13.20 vs. 319.40±10.24,all P<0.01),TLR2 mRNA and MyD88 mRNA expressions(2-ΔΔCt)in the lung tissues at 1,6 and 12 hours were significantly decreased (TLR2 mRNA 1 hour:2.18±0.26 vs. 3.04±0.39,6 hours:4.09±0.29 vs. 4.90±0.35,12 hours:6.02±0.43 vs. 7.10±0.54;MyD88 mRNA 1 hour:2.25±0.41 vs. 3.04±0.30,6 hours:5.67±0.55 vs. 7.01±0.76,12 hours:7.14±0.60 vs. 8.87±0.54,all P<0.01),NF-κBp65 protein expression(A value)at 6 hours and 12 hours was significantly decreased(6 hours:0.31±0.08 vs. 0.53±0.12,12 hours:1.05±0.17 vs. 1.76±0.35,both P<0.01). There was no difference in each index between temperature controlled group and temperature-uncontrolled group. Conclusion Hypothermia can down-regulate the expression of TLR2 mRNA,MyD88 mRNA,NF-κBp65 protein and PAI-1 in the TLR2/MyD88 pathway to protect lung tissue of rats with ALI induced by LPS inhalation from injury.

Objective:To explore the reasons for delayed medical treatment in diabetic foot patients using the health ecology model as a framework.Methods:From November of 2021 to March of 2022, descriptive phenomenological research methods was used in 20 patients with diabetic foot who delayed medical treatment were interviewed face-to-face semi-structured in depth, and the data analysis was carried out using the seven-step method of Colaizzi phenomenology to refine the theme.Results:According to the five levels of the health ecology model, the reasons for delayed medical treatment were summarized into 11 themes, and the reasons for the personal trait layer included foot ulcers are not detected promptly, and the perceptual decline of advanced patients. Behavioral characteristics included lack of knowledge of diabetic foot, negative medical psychology. Reasons for the interpersonal network included insufficient family support and lack of social support; reasons for living and working conditions included high economic pressure, low electronic health literacy, and inconvenient medical treatment; the reasons for the policy environment included uneven medical insurance reimbursement ratios and limited medical conditions.Conclusions:The reason for the delay in seeking medical treatment for diabetic foot patients is multi-layered and systematic, and medical staff need to improve the self-management ability of diabetic patients′ feet from the individual level, and also need to guide patients from the system level on how to obtain the best medical resources.

Objective To investigate the mechanisms of protective effects of dexmedetomidine on lungs in patients of sepsis complicated with acute respiratory distress syndrome (ARDS). Methods The adult patients with sepsis complicated with ARDS, the oxygenation index (PaO2/FiO2) was 150-200 mmHg (1 mmHg = 0.133 kPa), acute physiology and chronic health evaluationⅡ (APACHEⅡ) score was 10-20, need mechanical ventilation (MV) treatment > 72 hours, and admitted to intensive care unit (ICU) of the First Affiliated Hospital of Guangxi Medical University from September 2013 to June 2017 were enrolled. According to the random number table method, the patients were divided into three groups (n = 80): no sedation group, propofol group (0.3-4.0 mg·kg-1·h-1) and dexmedetomidine group (0.2-0.7 μg·kg-1·h-1). The three groups were adequately analgesic treated with remifentanil. The sedation target was -1-0 of Richmond agitation-sedation score (RASS). The levels of interlenkin-6 (IL-6) and tumor necrosis factor-α (INF-α) were determined by enzyme linked immunosorbent assay (ELISA) before sedation, and 24, 48, 72 hours after sedation. The expressions of inflammatory signaling proteins in bronchoalveolar lavage fluid (BALF) were determined by Western Blot before sedation and 72 hours after sedation. Results There were no significant changes for inflammatory factors in serum, and inflammatory signaling proteins and anti-apoptotic signaling proteins in alveolar exfoliated cells in no sedation group. The levels of IL-6 and TNF-α in serum and the expressions of Toll-like receptor 4 (TLR4), myeloid differentiation factor 88 (MyD88) and phosphorylated c-Jun N-terminal kinase (p-JNK) in alveolar cells in propofol group and dexmedetomidine group were all significantly reduced after sedation, moreover, it was more significantly in the dexmedetomidine group compared with propofol group [48 hours: TNF-α (ng/L) was 153.76±29.16 vs. 179.82±30.28;72 hours: IL-6 (ng/L) was 272.18±42.76 vs. 304.49±44.93, TNF-α (ng/L) was 102.18±30.25 vs. 140.28±28.92, TLR4 (IA value) was 0.288±0.034 vs. 0.648±0.029, MyD88 (IA value): 0.356±0.030 vs. 0.752±0.044, p-JNK (IA value): 0.256±0.027 vs. 0.303±0.034, all 1 < 0.05]. The expression of p-Akt in alveolar cells in propofol group and dexmedetomidine group was all significant increased after sedation, moreover, it was more significantly in the dexmedetomidine group compared with propofol group (IA value: 1.032±0.030 vs. 0.743±0.028, 1 < 0.05). Conclusion Dexmedetomidine exerts the protective effects on lungs in patients of sepsis complicated with ARDS through the TLR4-MyD88-JNK signaling pathway.

OBJECTIVE: To explore lung ultrasound radiomics features which related to extravascular lung water index (EVLWI), and to predict EVLWI in critically ill patients based on lung ultrasound radiomics combined with machine learning and validate its effectiveness. METHODS: A retrospective case-control study was conducted. The lung ultrasound videos and pulse indicated continuous cardiac output (PiCCO) monitoring results of critically ill patients admitted to the department of critical care medicine of the First Affiliated Hospital of Guangxi Medical University from November 2021 to October 2022 were collected, and randomly divided into training set and validation set at 8:2. The corresponding images from lung ultrasound videos were obtained to extract radiomics features. The EVLWI measured by PiCCO was regarded as the "gold standard", and the radiomics features of training set was filtered through statistical analysis and LASSO algorithm. Eight machine learning models were trained using filtered radiomics features including random forest (RF), extreme gradient boost (XGBoost), decision tree (DT), Naive Bayes (NB), multi-layer perceptron (MLP), K-nearest neighbor (KNN), support vector machine (SVM), and Logistic regression (LR). Receiver operator characteristic curve (ROC curve) was plotted to evaluate the predictive performance of models on EVLWI in the validation set. RESULTS: A total of 151 samples from 30 patients were enrolled (including 906 lung ultrasound videos and 151 PiCCO monitoring results), 120 in the training set, and 31 in the validation set. There were no statistically significant differences in main baseline data including gender, age, body mass index (BMI), mean arterial pressure (MAP), central venous pressure (CVP), heart rate (HR), cardiac index (CI), cardiac function index (CFI), stroke volume index (SVI), global end diastolic volume index (GEDVI), systemic vascular resistance index (SVRI), pulmonary vascular permeability index (PVPI) and EVLWI. The overall EVLWI range in 151 PiCCO monitoring results was 3.7-25.6 mL/kg. Layered analysis showed that both datasets had EVLWI in the 7-15 mL/kg interval, and there was no statistically significant difference in EVLWI distribution. Two radiomics features were selected by using LASSO algorithm, namely grayscale non-uniformity (weight was -0.006 464) and complexity (weight was -0.167 583), and they were used for modeling. ROC curve analysis showed that the MLP model had better predictive performance. The area under the ROC curve (AUC) of the prediction validation set EVLWI was higher than that of RF, XGBoost, DT, KNN, LR, SVM, NB models (0.682 vs. 0.658, 0.657, 0.614, 0.608, 0.596, 0.557, 0.472). CONCLUSIONS The gray level non-uniformity and complexity of lung ultrasound were the most correlated radiomics features with EVLWI monitored by PiCCO. The MLP model based on gray level non-uniformity and complexity of lung ultrasound can be used for semi-quantitative prediction of EVLWI in critically ill patients.
Humans ; Extravascular Lung Water/diagnostic imaging* ; Retrospective Studies ; Critical Illness ; Case-Control Studies ; Bayes Theorem ; China ; Lung/diagnostic imaging*

Objective: To evaluate the nursing workload in surgical departments by decision tree method. Methods: The indexes of nursing workload of 23 surgical departments were analyzed with decision tree method from February 20 to March 26 in 2017. Results: According to decision tree analysis, the number of admitted patients was high-priority variable (F=39.128, P=0.000), and the nursing workload was divided into four grades by number of admitted patients ≤ 1, 17, respectively. The suboptimal variables were number of operations (F=7.578, P=0.046) and number of electrocardiogram monitors used (F=28.306, P=0.000), the nursing workload was further divided into six grades by number of operations ≤ 5, number of operations>5 and number of electrocardiogram monitors use ≤ 5, number of electrocardiogram monitors use > 5, respectively. Conclusions The number of admitted patients, electrocardiogram monitors used and operative patients were significant indexes of nursing workload in surgical departments, which helps the nurse managers evaluate the nurse performance and optimize human resource allocation based on decision tree analysis and clinical practice.