Sparse approximation of multivariate functions from small datasets via weighted orthogonal matching pursuit

We show the potential of greedy recovery strategies for the sparse approximation of multivariate functions from a small dataset of pointwise evaluations by considering an extension of the orthogonal matching pursuit to the setting of weighted sparsity. The proposed recovery strategy is based on a formal derivation of the greedy index selection rule. Numerical experiments show that the proposed weighted orthogonal matching pursuit algorithm is able to reach accuracy levels similar to those of weighted $\ell^1$ minimization programs while considerably improving the computational efficiency for small values of the sparsity level

Effects of cinnamon supplementation on antioxidant status and serum lipids in women with polycystic ovary syndrome

Background The objectives of study were to investigate the effects of cinnamon supplementation on antioxidant status and serum lipids in women with polycystic ovary syndrome (PCOS). Methods This double-blind randomized controlled clinical trial was conducted on 84 overweight or obese PCOS patients; aged 20�38 years. Subjects in cinnamon (n = 42) and placebo (n = 42) groups were given 3 cinnamon capsules (each one contained 500 mg cinnamon) or placebo daily for 8 weeks. Fasting blood samples, anthropometric measurements and dietary intake data were gathered at the beginning and at the end of the study. Independent t test, paired t test and analysis of covariance were used to analyze of data. Results Cinnamon significantly increased serum total antioxidant capacity (P = 0.005). Malondialdehyde was significantly decreased compared with placebo (P = 0.014). Cinnamon supplementation significantly improved serum level of total cholesterol, low-density lipoprotein cholesterol and high-density lipoprotein cholesterol (all P < 0.05). No significant effect was detected on serum triglyceride level. Conclusions Cinnamon supplementation improved antioxidant status and serum lipid profile in women with PCOS and may be applicable for reducing PCOS risk factors. © 2017 Center for Food and Biomolecules, National Taiwan Universit

Effects of cinnamon supplementation on antioxidant status and serum lipids in women with polycystic ovary syndrome

Background The objectives of study were to investigate the effects of cinnamon supplementation on antioxidant status and serum lipids in women with polycystic ovary syndrome (PCOS). Methods This double-blind randomized controlled clinical trial was conducted on 84 overweight or obese PCOS patients; aged 20�38 years. Subjects in cinnamon (n = 42) and placebo (n = 42) groups were given 3 cinnamon capsules (each one contained 500 mg cinnamon) or placebo daily for 8 weeks. Fasting blood samples, anthropometric measurements and dietary intake data were gathered at the beginning and at the end of the study. Independent t test, paired t test and analysis of covariance were used to analyze of data. Results Cinnamon significantly increased serum total antioxidant capacity (P = 0.005). Malondialdehyde was significantly decreased compared with placebo (P = 0.014). Cinnamon supplementation significantly improved serum level of total cholesterol, low-density lipoprotein cholesterol and high-density lipoprotein cholesterol (all P < 0.05). No significant effect was detected on serum triglyceride level. Conclusions Cinnamon supplementation improved antioxidant status and serum lipid profile in women with PCOS and may be applicable for reducing PCOS risk factors. © 2017 Center for Food and Biomolecules, National Taiwan Universit

Prevalence of household food insecurity among people living with HIV/AIDS (Kerman- the southeast of Iran)

Background: Household food insecurity is one of the major public health issues that may affect an individual�s nutritional state, especially in patients with chronic diseases. The aim of this study was to evaluate the prevalence of household food insecurity and its association with sociodemographic and clinical factors among patients with HIV/AIDS in Kerman province, Iran. Methods: A cross sectional study was performed among the 179 patients with HIV/AIDS in Kerman province. Participants completed a questionnaire focusing on personal information, health, and clinical status. Also, household food security status was evaluated by the USDA (US Department of Agriculture) questionnaire. Data were analyzed using SPSS (Version 22) by descriptive, univariate, and multivariate logistic regression. P<0.05 was considered statistically significant. Results: Overall, 98 responding men and women were classified as household food secure (n=41; 40.8) and household food insecure (n=58; 59.2). Among the household food insecure patients, 14 (n=8) experienced lower household food insecurity, 38 (n=22) moderate household food insecurity, and 48 (n=28) severe household food insecurity. No significant differences were observed between household food secure and insecure groups in demographic variables. In clinical variables, only BMI index was significantly different between the two groups (p=0.040), but CD4 count was not significant between groups (p=0.220). Conclusion: Prevalence of household food insecurity was high among people living with HIV/AIDS in Kerman. It seems clinical variables such as BMI index, which indicates the nutritional status of individuals, affect household food security status among people living with HIV/AIDS. © 2021. Iran University of Medical Science

APOA II genotypes frequency and their interaction with saturated fatty acids consumption on lipid profile of patients with type 2 diabetes

BACKGROUND & AIM: Several studies have suggested that APOA II-265T/C polymorphism affect lipid profile. The aim of this study was to investigate the effect of -265T/C APOA II polymorphism and saturated fatty acids (SFA) intake interaction on lipid profile in diabetic population who are at risk for lipid disorders. METHODS: In this cross sectional study, 697 type 2 diabetic patients participated. Food consumption data were collected using validated semi-quantitative FFQ during the last year. Realtime-PCR was used to determine APOA II-265T/C genotypes. The interaction between the genotypes and SFA intake with lipid profile was tested using analysis of covariance (ANCOVA). RESULTS: According to APOA II-265T/C (rs5082) genotype distribution results, CC genotype with a frequency of 12.9% and TC with that of 47.7% showed the lowest and highest frequency in our population, respectively. CC genotype subjects had significantly lower total cholesterol, triglyceride, Cholesterol/HDL-c ratio and non-HDL cholesterol than T allele carriers (p = 0.009, p = 0.02, p = 0.02 and p = 0.002, respectively). The interaction between genotype and SFA intake contributed to significant higher levels of LDL-c and LDL/HDL in CCs (p = 0.05 and p = 0.01), suggesting vulnerability of these individuals to high intake of SFA in the diet. CONCLUSION: APOA II polymorphism may influence the saturated fatty acid intake required to prevent dyslipidemia in the type 2 diabetic population. Copyright © 2015 Elsevier Ltd and European Society for Clinical Nutrition and Metabolism. All rights reserved