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1.
BMC Public Health ; 24(1): 1097, 2024 Apr 20.
Article in English | MEDLINE | ID: mdl-38643079

ABSTRACT

BACKGROUND: To analyse the association among the simultaneous effects of dietary intake, daily life behavioural factors, and frailty outcomes in older Chinese women, we predicted the probability of maintaining physical robustness under a combination of different variables. METHODS: The Fried frailty criterion was used to determine the three groups of "frailty", "pre-frailty", and "robust", and a national epidemiological survey was performed. The three-classification decision tree model was fitted, and the comprehensive performance of the model was evaluated to predict the probability of occurrence of different outcomes. RESULTS: Among the 1,044 participants, 15.9% were frailty and 50.29% were pre-frailty; the overall prevalence first increased and then decreased with age, reaching a peak at 70-74 years of age. Through univariate analysis, filtering, and embedded screening, eight significant variables were identified: staple food, spices, exercise (frequency, intensity, and time), work frequency, self-feeling, and family emotions. In the three-classification decision tree, the values of each evaluation index of Model 3 were relatively average; the accuracy, recall, specificity, precision, and F1 score range were between 75% and 84%, and the AUC was also greater than 0.800, indicating excellent performance and the best interpretability of the results. Model 3 takes exercise time as the root node and contains 6 variables and 10 types, suggesting the impact of the comprehensive effect of these variables on robust and non-robust populations (the predicted probability range is 6.67-93.33%). CONCLUSION: The combined effect of these factors (no exercise or less than 0.5 h of exercise per day, occasional exercise, exercise at low intensity, feeling more tired at work, and eating too many staple foods (> 450 g per day) are more detrimental to maintaining robustness.


Subject(s)
Frailty , Humans , Female , Aged , Frailty/diagnosis , Frail Elderly , Diet , Exercise , Life Style
2.
PeerJ ; 6: e5145, 2018.
Article in English | MEDLINE | ID: mdl-29967757

ABSTRACT

OBJECTIVE: This study was undertaken to detect if free fatty acids (FFA) induce hepatocyte senescence in L-02 cells and if huperzine A has an anti-aging effect in fatty liver cells. METHODS: L-02 cells were treated with a FFA mixture (oleate/palmitate, at 3:0, 2:1, 1:1, 1:2 and 0:3 ratios) at different concentrations. Cell viability and fat accumulation rate were assessed by a Cell Counting Kit 8 and Nile Red staining, respectively. The mixture with the highest cell viability and fat accumulation rate was selected to continue with the following experiment. The L-02 cells were divided into five groups, including the control group, FFA group, FFA + 0.1 µmol/L huperzine A (LH) group, FFA + 1.0 µmol/L huperzine A (MH) group and FFA + 10 µmol/L huperzine A (HH) group, and were cultured for 24 h. The expression of senescence-associated ß-galactosidase (SA-ß-gal) was detected by an SA-ß-gal staining kit. The expression levels of aging genes were measured by qRT-PCR. The expression levels of apoptosis proteins were detected by a Western blot. ELISA kits were used to detect inflammatory factors and oxidative stress products. The expression of nuclear factor (NF-κB) and IκBα were detected by immunofluorescence. RESULTS: The FFA mixture (oleate/palmitate, at a 2:1 ratio) of 0.5 mmol/L had the highest cell viability and fat accumulation rate, which was preferable for establishing an in vitro fatty liver model. The expression of inflammatory factors (TNF-α and IL-6) and oxidants Malonaldehyde (MDA), 4-hydroxynonenal (HNE) and reactive oxygen species (ROS) also increased in the L-02 fatty liver cells. The expression levels of aging markers and aging genes, such as SA-ß-gal, p16, p21, p53 and pRb, increased more in the L-02 fatty liver cells than in the L-02 cells. The total levels of the apoptosis-associated proteins Bcl2, Bax, Bax/Bcl-2, CyCt and cleaved caspase 9 were also upregulated in the L-02 fatty liver cells. All of the above genes and proteins were downregulated in the huperzine A and FFA co-treatment group. In the L-02 fatty liver cells, the expression of IκBα decreased, while the expression of NF-κB increased. After the huperzine A and FFA co-treatment, the expression of IκBα increased, while the expression of NF-κB decreased. CONCLUSION: Fatty liver cells showed an obvious senescence and apoptosis phenomenon. Huperzine A suppressed hepatocyte senescence, and it might exert its anti-aging effect via the NF-κB pathway.

3.
Zhonghua Liu Xing Bing Xue Za Zhi ; 31(7): 727-32, 2010 Jul.
Article in Chinese | MEDLINE | ID: mdl-21162831

ABSTRACT

OBJECTIVE: To predict the trend of hepatocellular carcinoma (HCC) mortality and investigate the features of its mortality including age, period, and birth cohort in males living in Haimen city of Jiangsu province, China. METHODS: Grey model (GM) was modeled using standardized mortality rate (SMR) of HCC from 1993 to 2006, and was applied to predicting SMR until 2012. Based on the mortality density (MD) for a four-year period, the goodness-of-fit of models and comparisons between models were evaluated so as to obtain the best one among these models including the effects of intercept, age-period-cohort (APC), age-period (AP), age-cohort (AC), period-cohort(PC), and APC. Both APC full model and the best model were used to estimate effects of age, period, and cohort on HCC mortality. In addition, MD form 2005 to 2012 was predicted by the best model. RESULTS: Predictions based on GM (1,1) showed that SMR was 48.578 pre 100 000 population (relative error=-1.267%) in 2007 year, which declined between 2008 and 2012. The lowest value was 45.578 pre 100 000 people (in the 2012 year). The results of fitted models and comparisons between models showed that AP model was the best one (ΔG(2) = 9.065, AIC = 202.544). The curvatures of the effects of the three factors from APC model suggested that significances existed in changes of curvatures of 36.5 - 40.5 years old-(-0.368) and 64.5 - 68.5 years old-(-0.489) as well as in the change of 1956 - 1959 birth cohort (C(2)(1949.5, 1967.5) = -0.492). The estimation of relative risks for AP model showed that the age effects were upward to 64.5 - 68.5 years old-, then downward; and that the period effects were found to be declined between 1993 and 2004. Predictions based on AP model suggested the decrease of HCC mortality. CONCLUSION: The slightly decreasing trend of HCC mortality for males might be explained by age, period and a minor birth cohort effects in Haimen of China.


Subject(s)
Carcinoma, Hepatocellular/mortality , Liver Neoplasms/mortality , Adult , Age Factors , Aged , Carcinoma, Hepatocellular/epidemiology , China/epidemiology , Cohort Effect , Humans , Liver Neoplasms/epidemiology , Male , Middle Aged , Models, Statistical , Time Factors
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