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Objective To explore the risk factors for the occurrence of hypertension in middle-aged and elderly residents in China using the Cox regression analysis model and decision tree model, and compare the differences between the two methods. Methods The 2011-2015 China Health and Retirement Longitudinal Study data were used. The study investigated the risk factors for hypertension using both a multivariate Cox regression model and a decision tree model. Results The results showed that the incidence rate of hypertension between 2011-2015 was 22.79%. Both the Cox regression model and decision tree model identified age, education level, body mass index, and diabetes as risk factors for hypertension. The Cox regression model also identified drinking status as a risk factor, while the decision tree model identified gender and marital status as additional risk factors. The area under the curve (AUC) suggested that the Cox regression model and decision tree model had comparable ability to predict hypertension. Conclusions The risk factors for hypertension include gender, age, education level, marital status, alcohol consumption, body mass index, and history of diabetes. The effectiveness of the hypertension prediction model established based on Cox regression model and decision tree model results is not different.
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Objective To explore the impacts of intensive nutritional intervention on maternal and infant outcomes in women with gestational diabetes mellitus(GDM). Methods From January 2014 to ecember 2014, a total of 518 women with GDM were stratified by age, height, body mass index (BMI), and were divided into treatment group (n=258) and control group (n=260) according to the random number generated by the computer software. Women in control group underwent conservative treatment while those in treatment group were given intensive nutritional intervention including keeping records of eating habits, measurement of blood glucose and regular follow-up. The incidence of pregnancy-related complications and newborn outcomes in both groups were compared. Results Women of the two groups were similar in basic clinical data. The range of gestational weight gain (GWG) [(12.2 ± 4.7) vs. (13.9 ± 5.0)kg] and birth weight of infants [(3 406.4±495.4) vs. (3 494.9±484.7)g] in the intervention group was significantly lower than those in the control group (P<0.01). The rate of reaching recommended target of GWG was significantly higher in the intervention group (60.9%) than in the control group (51.9%, χ2=4.2, P<0.05). There was a significant reduction in glucose-related parameters in both groups (P<0.01). In the intervention group, fasting blood glucose and postprandial blood glucose were reduced from (5.21 ± 0.71) mmol/L, (6.68 ± 0.90) mmol/L to (4.71 ± 0.73) mmol/L,(6.21 ± 0.71) mmol/L (P<0.01), respectively in comparison with the control group, the intervention group had lower incidence of cesarean section (44.6% vs. 53.8%), postpartum hemorrhage (2.3%vs. 6.2%), polyhydramnios (7.8%vs. 13.5%), neonatal hypoglycemia (3.1%vs. 6.5%) and macrosomia (8.1%vs. 13.8%, P<0.05). Conclusions Strengthening nutritional intervention in women with GDM could increase the rate of reaching recommended target of GWG, improve the glucose-related parameters and reduce the incidence rate of pregnancy complications.
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The present study visualized the knowledge map of research hotspots and changes of keywords by importing literatures from The American Journal of Clinical Nutrition (2000 ～ 2011) into CiteSpace.Analysis of the research hotspots (keywords),evolution of clinical nutrition,and front-line research based on tf-idf algorithm was then performed.
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Objective To investigate low plasma total cholesterol concentration in hospitalized patients,which is associated with malnourishment.Methods A total of 358 inpatients who were treated in our hospital from January 1 to February 1,2009,were enrolled.The relationships between low plasma total cholesterol (TC) level and other parameters were analyzed.Results Irrespective of women or men,the morbidities of low plasma TC,low plasma albumin,low plasma total proteins,low plasma triglyceride (TG) and low hemoglobin (Hb) levels were highly consistent with the result of subjective global assessment (SGA) (P ＜0.05).Plasma TC concentration was positively correlated with albumin,TG,Hb,lymph cells number,and body mass index (P＜0.05).TC levels were different between men and women (P ＜0.0001).Meanwhile,low plasma TC level was not correlated with age,but it was correlated with total parenteral nutrition.Conclusion Low plasma TC concentration may relate to malnourished hospitalized patients.