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Objective:To analyze the risk factors of acute kidney injury (AKI) in hip fracture patients with serious underlying diseases and establish a prediction nomogram.Methods:Clinical information of hip fracture patients admitted to the intensive care unit (ICU) of Beth Israel Deaconess Medical Center (BIDMC) was analyzed using the Medical Information Mart for Intensive Care (MIMIC)-IV. Patient comorbidities, disease scores, vital signs and laboratory tests, surgical modalities, invasive procedures, and drug use were recorded. According to the diagnostic criteria of AKI in the Kidney Disease Improving Global Outcome (KDIGO) guideline, the enrolled patients were randomly divided into training set and validation set. Based on logistic regression analysis, least absolute shrinkage and selection operator (LASSO) logistic regression algorithm was used to analyze the risk factors of AKI after admission, and the corresponding prediction model was calculated.Results:A total of 474 patients were enrolled, including 331 in the training set and 143 in the validation set. According to the diagnostic criteria of AKI of KDIGO guidelines, the patients were divided into AKI group (159 cases) and non-AKI group (172 cases). Univariate analysis showed that age ( t=2.61, P=0.009), coronary heart disease (χ 2=2.08, P=0.038), heart failure (χ 2=2.60, P=0.009), hemoglobin ( t=1.89, P=0.059), platelets ( t=1.81, P=0.070), urea nitrogen ( t=2.83, P=0.005), blood creatinine ( t=3.65, P<0.001), blood sodium ( t=2.55, P=0.011), blood glucose ( t=2.52, P=0.012), anion gap ( t=3.44, P=0.001), diastolic blood pressure ( t=2.72, P=0.007), mean arterial pressure ( t=2.16, P=0.031), SOFA score ( t=3.69, P<0.001), simplified acute physiological function score II (SAPSII) score ( t=2.95, P=0.003), as well as furosemide (χ 2=2.03, P=0.042), vancomycin (χ 2=1.70, P=0.089), vasoactive medications (χ 2=3.74, P<0.001) and use of invasive mechanical ventilation (χ 2=4.81, P<0.001) were risk factors associated with the development of AKI in hip fracture patients. Multivariate logistic regression analysis showed that age ( OR=1.03, P<0.001), coronary heart disease ( OR=2.05, P=0.069), hemoglobin ( OR=0.88, P=0.050), blood creatinine ( OR=1.37, P=0.009), blood sodium ( OR=1.07, P=0.026), anion gap ( OR=1.09, P=0.028) and vasoactive medications ( OR=3.83, P=0.018) and the use of invasive mechanical ventilation ( OR=6.56, P<0.001) were independent predictors of the development of AKI in hip fracture patients with serious underlying diseases. The area under the curve of the nomogram prediction model constructed by the above 8 predictors was 0.789, and the calibration curve of the nomogram was close to the ideal diagonal. Decision curve analysis showed that the net benefit of the model was significant. Conclusion:The incidence of AKI is high in hip fracture patients with serious underlying diseases. Age, coronary heart disease, hemoglobin, serum creatinine, serum sodium, anion gap, vasoactive drugs, and invasive mechanical ventilation can predict the occurrence of AKI to a certain extent. Combined with the risk factors, the construction of the corresponding prediction model can predict and manage the diagnosis and treatment of AKI in patients with hip fracture complicated with severe underlying diseases.
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Objective:To explore the influencing factors of delayed surgery for hip fracture in the elderly patients.Methods:A totally 779 elderly hip fracture patients who were hospitalized and operated in the first ward of the Department of Trauma and Hip Arthritis of Tianjin Hospital from January 2018 to December 2018 were collected. According to the time from admission to surgery, the patients were divided into early surgery group (received surgery within 48 hours after admission) 213 cases, delayed surgery group (received surgery more than 48 hours after admission) 566 cases. In this study, the following parameters were collected as potential factors affecting surgery, including: age, gender, fracture type, American Society of Anesthesiologists (ASA) classification, blood test indicators, chest radiograph, urine routine indicators, lower extremity venous thrombosis, and basic comorbidities, mental state, surgical methods, combined medication.Results:In the early operation group, there were 213 cases, 81 males and 132 females; age 69.9±10.2 years (range, 60-74 years); 95 cases of femoral neck, 118 of femoral intertrochanteric or subtrochanteric fractures; 128 cases of ASA I-II grade, 85 of III-V grade; 26 cases of abnormal cardiac function, 187 of normal; 23 cases of abnormal liver function, 190 of normal; 35 cases of abnormal renal function, 178 of normal; 104 cases of abnormal respiratory system, 109 of normal; 110 cases of electrolyte imbalance, 103 of normal; 96 cases were positive for urinary ketone bodies and 117 cases were negative; 86 cases had lower extremity venous thrombosis, 127 cases had no lower extremity venous thrombosis; 32 cases had mental disorders, and 181 cases had no mental disorders; internal fixation was selected in 102 cases, and artificial hip replacement was selected in 111 cases. There were 48 cases with combined medication and 165 cases without combined medication. In the delayed operation group, there were 566 cases, including 262 males and 304 females; age 71.7±15.6 years (range, 58-91 years); 224 cases of femoral neck fractures, 342 of femoral intertrochanteric or subtrochanteric fractures; 169 cases of ASA I-II, 397 of grade III-V; 169 cases of abnormal heart function and 397 of normal; 52 cases of abnormal liver function and 514 of normal; 90 cases of abnormal renal function and 476 of normal; 368 cases of abnormal respiratory system and 198 of normal; electrolyte imbalance 203 cases, 363 cases were normal; 261 cases were positive for urine ketone body, 305 cases were negative; 197 cases had lower extremity venous thrombosis, 369 cases had no lower extremity venous thrombosis; 141 cases had mental disorders, and 425 cases had no mental disorders; 226 cases had internal fixation as surgical method, 340 cases of artificial hip replacement were selected; 311 cases were combined with drugs, and 255 cases were not combined with drugs. There was no statistically significant difference between the early operation group and the delayed operation group in terms of age, gender, fracture type, abnormal liver function, abnormal renal function, urine ketone body, lower extremity venous thrombosis, and choice of surgical methods. There were statistically significant differences between the early operation group and the delayed operation group in terms of ASA classification, abnormal cardiac function, abnormal respiratory system, electrolyte disturbance, mental disorder, and combined medication. Multivariate Logistic regression analysis indicated that abnormal cardiac function, mental disorder, and combined medication were the influencing factors of delayed surgery for hip fracture in the elderly.Conclusion:The influencing factors of delayed surgery for hip fractures in the elderly are abnormal heart function, mental disorders, taking reserpine, clopidogrel and abnormal coagulation function.
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Objective To investigate the mechanism,injury characteristics,and early interventions of bilateral femoral shaft fracture.Methods Twenty-five cases of bilateral femoral shaft fracture treated between December 2009 and June 2012 were enrolled in the study.Eighteen patients were males and 7 were females with mean age of 31.2 years (range,17-40 years).Nineteen cases were injured due to traffic accidents and 6 due to the hit by heavy objects.There were 47 sides with closed fracture and 3 sides with open fracture.Intramedullary nailing was performed at 32 sides and plate fixation was used at 18 sides.ISS,blood routine,some blood biochemical items,blood or plasma use,and hospitalization days were measured.Results ISS was (14.6 ± 5.2) points.Preoperative readiness time and hospital stay were (10.1 ± 3.7) days and (28.9 ± 8.4) days respectively.After hospitalization,measured values were (3.0 ± 0.4) × l012/L for red blood cells,(86.0 ± 13.5) g/L for hemogIobin,(47.0 ± 10.6) g/L for total protein,(31.4 ± 6.5) g/L for albumin,(124.1 ± 95.1) U/L for aspartate aminotransferase,(114.2 ± 107.1) U/L for alanine aminotransferase,and (1 848.7 ± 1 044.8) U/L for creatine kinase with significant differences from the reference ranges (P ＜ 0.05 or 0.01).Amount of blood transfused for 23 cases was (1 444.4 t 726.5) ml and plasma transfused for 19 cases was (305.6 ± 98.3) ml before operation.Volume of intra-and post-operative blood transfusion was (2 005.7 ± 1 153.1) ml.Conclusions Stabilization of vital signs predominates the early treatment of bilateral femoral shaft fracture.After the condition is stable,intramedulary nailing or plating can be performed concurrently.
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Objective To determine the influence of gender on the association between serum uric acid and branchial-ankle pulse wave velocity (baPWV).Methods Cross-sectional data from 1418 adults who underwent routine laboratory tests and baPWV measurements were analyzed in a gender-specific manner.BaPWV≥ 1400 cm/s was defined as abnormality.The individuals were assigned to four groups (Q1,Q2,Q3 and Q4) according to the gender-specific quartiles of serum uric acid.The relationship between serum uric acid and the baPWV values was assessed by Spearman's correlation coefficients.In female,the relationship of serum uric acid quartiles with baPWV was evaluated by logistic regression analysis.Results In male and female,diastolic blood pressure,fasting blood glucose,triglyceride and body mass index were increased with serum uric acid level,in contrast to high-density lipoprotein cholesterol.The Spearman's correlation coefficient for the relationship between serum uric acid and baPWV was 0.18 in female and-0.05 in male (P =0.16).In female,univariate logistic regression analysis showed that in comparison with group Q1,odds ratio (OR) value of baPWV abnormality of group Q4 was 2.45 (95％confidence interval (CI) 1.48 to 4.06).In multivariate logistic regression,after adjusting for creatine and estimated glomerular filtration rate,OR value of baPWV abnormality of group Q4 was 2.45 (95％ CI 1.48 to 4.06) when compared with group Q1.However,after adjustment for age and other risk factors of cardiovascular diseases,there were no significant differents in ORs among serum uric acid quartile groups.Conclusions The association between serum uric acid level and baPWV in female may depend on age and metabolic syndrome components.
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Objective To determine the relationship between normal weight obesity (NOW) and cardiovascular risk factors.MethodsA total of 940 adults who received a health examination in out hospital were recruited in a cross-sectional study,and 407 with a body mass index (BMI) of18.5 to 25 kg/m2were enrolled for further analysis.Body fat percentage ( BF％ ) was measured by bioelectrical impedance analysis (BIA),and the subjects were assigned to the NOW group ( BF％ ≥25％ for male or BF％ ≥35％for female) or the control group ( BF％ ＜ 25％ for male or BF％ ＜ 35％ for female).Cardiovascular risk factors and their detection rates were compared between the two groups by using independent sample t test and x2 test.The correlationbetweenNOW and cardiovascular risk factors was assessedbylogistic regression.Results The prevalence of NOW in men and women were13.1％ and14.9％,respectively.The prevalence of NOW was increased with age ( x2 =6.90,P ＜0.05 ).Systolic blood pressure (SBP),diastolic blood pressure ( DBP ),total cholesterol ( TC ),triglycerides ( TG ),low-density lipoprotein cholesterol ( LDL-C) and serum uric acid (SUA) were significantly increased in the NOW group (t values were 2.97,2.44,2.54,5.09,2.71and 3.91,respectively; all P ＜ 0.05 ) ; whereas high-density lipoprotein cholesterol ( HDL-C) was significantly decreased in the NOW group (t =-3.90,P ＜ 0.05 ).The prevalence of hypertension,hyperglycemia,high triglyceride,low HDL-C,dyslipidmia and hyperuricemia was increased in the NOW group in comparison with the control group ( x2 values were 6.76,5.58,14.50,11.97,10.97 and 8.76,respectively;allP＜ 0.05 ).LogisticregressionshowedNOWincreasedtheriskof hypertension,hyperglycemia,dyslipidmia or hyperuricemia by 2.186,2.120,2.088 or 4.175 times.After adjustment for age and gender,the risk for hyperuricemia was decreased to 3.491,but remained statistically significant higher.Conclusions NOW may be correlated with cardiovascular risk factors,and those with NOW could be at higher risk for cardiovascular diseases.
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Objective To investigate the personality characteristics of the drivers in the Armed Police Force ( CAPF), as well as construct a personality traits model for drivers and evaluation criteria. Methods Adopting Sixteen Personality Factor Questionnaire(16PF) to collect data from 1187 CAPF drivers in Beijing,Sichuan,Inner Mongolia and Yunnan. Results The paper concludes that career personality traits of CAPF drivers are made up of 4 factors: stability and self-control, self-motivation and cooperation, fantasy and openness, intelligence and candor, which explain 50.13% of the total variance. Conclusion The four factors basically construct the personality trait model of CAPF drivers. They could also be of great significance in recruiting, training and evaluating drivers.
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The energy expenditure in the late stage of pregnancy was studied. The workers of three kinds including spinner, sewers and kindergartners were selected, and ten healthy pregnant women were matched to non-pregnant as subjects. Energy consumption was measured by indirect method and calculated from dietary survey. The results showed that the energy expenditure for spinner, sewer and kindergartner in pregnancy was 9.5474, 10.1253 and 8.7287 MJ/day, but for non-pregnant woman was 9.4453 10.1281 and 8.1567 MJ/day respectively. Calorie intake was 10.8910, 11.2424 and 9.9830 MJ/day for pregnant women, but 9.2215, 10.4474 and 8.6734 MJ/ day for the non-pregnant women respectively. The difference of energy consumptions between the pregnant and non-pregnant women was not significant, but the calorie intake for the pregnant women was signigicantly higher (0.8368 MJ/day) than the non-pregnant. According to the energy consumption, we recommend the calorie intakes in the late stage of pregnancy may increase 0.8368 MJ/day.