Journal of Health, Population, and Nutrition最新文献

{"title":"On the interpretability of the SVM model for predicting infant mortality in Bangladesh.","authors":"Md Abu Sayeed, Azizur Rahman, Atikur Rahman, Rumana Rois","doi":"10.1186/s41043-024-00646-9","DOIUrl":"10.1186/s41043-024-00646-9","url":null,"abstract":"<p><strong>Background: </strong>Although machine learning (ML) models are well-liked for their outperformance in prediction, greatly avoided due to the lack of intuition and explanation of their predictions. Interpretable ML is, therefore, an emerging research field that combines the performance and interpretability of ML models to create comprehensive solutions for complex decision-making analysis. Conversely, infant mortality is a global public health concern affecting health, social well-being, socio-economic development, and healthcare services. The study employs advanced interpretable ML techniques to anticipate and understand the factors affecting infant mortality in Bangladesh, overcoming the shortcomings of the conventional logistic regression (LR) model.</p><p><strong>Methods: </strong>By utilizing the global surrogate model and local individual conditional expectation (ICE) interpretability technique, the interpretable support vector machine (SVM) has been used in this study to reveal significant characteristics of infant mortality using data from the Bangladesh Demographic and Health Survey (BDHS) 2017-18. To investigate intricate decision-making analysis of infant mortality, we adapted SVM and LR techniques with the hyperparameter tuning parameters. These models' performances were initially assessed using the receiver operating characteristics (ROC) curve, run-time, and confusion matrix parameters with 100 permutations. Afterward, the SVM model's model-agnostic explanation and the LR model's interpretation were compared to enhance advanced comprehension for further insights.</p><p><strong>Results: </strong>The results of the 100 permutations demonstrated that the LR model (Average: accuracy = 0.9105, precision = NaN, sensitivity = 0, specificity = 1, F1-score = 0, area under the ROC curve (AUC) = 0.6780, run-time = 0.0832) outperformed the SVM model (Average: accuracy = 0.8470, precision = 0.1062, sensitivity = 0.0949, specificity = 0.9209, F1-score = 0.1000, AUC = 0.5632, run-time = 0.0254) in predicting infant mortality, but the LR model had a slower run-time and it was unable to predict any positive cases. The interpretation of LR analysis revealed that infant mortality rates decrease when mothers give birth after over two years, with higher educational attainment, overweight or obese mothers, working mothers, and families with polluted cooking fuel having lower rates. The local ICE interpretability technique, which depicts individual influences on the average likelihood of dying within the first birthday, explores the interpretable SVM model that mothers with normal BMIs, giving birth within two years, using less polluted cooking fuel, working mothers, and having male infant were more likely to experience infant death. The interpretable SVM model based on the global surrogate model also reveals that working mothers who used polluted cooking fuel at home and working women who used less polluted cooking fuel but had a longer period ","PeriodicalId":15969,"journal":{"name":"Journal of Health, Population, and Nutrition","volume":"43 1","pages":"170"},"PeriodicalIF":2.4,"publicationDate":"2024-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11520049/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142501995","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Association between inflammation indicators (MLR, NLR, SII, SIRI, and AISI) and erectile dysfunction in US adults: NHANES 2001-2004.","authors":"Heng Liu, Huqiang Dong, Mixue Guo, Hongping Cheng","doi":"10.1186/s41043-024-00667-4","DOIUrl":"10.1186/s41043-024-00667-4","url":null,"abstract":"<p><strong>Background: </strong>This study aimed to assess the relationship between multiple indicators of inflammation and erectile dysfunction through an analysis of data from the National Health and Nutrition Examination Survey (NHANES). This represents the first large-scale, cross-sectional investigation that explores this association by jointly analyzing various inflammatory markers.</p><p><strong>Methods: </strong>We performed a cross-sectional analysis with NHANES data from 2001 to 2004. Erectile dysfunction (ED) was evaluated through a self-reported questionnaire and testosterone levels, while inflammatory markers were derived from standard blood test parameters. Our approach included multivariate logistic regression, subgroup analyses, generalized additive modeling (GAM), and smoothed curve fitting to evaluate the link between inflammatory markers (NLR, MLR, SII, SIRI, AISI) and ED. Additionally, we utilized receiver operating characteristic (ROC) curves to determine the diagnostic utility of these markers, comparing their area under the curve (AUC) values.</p><p><strong>Results: </strong>A total of 3610 participants were included in this study, and the population-weighted ED patients were 18.91%. In the adjusted model, multiple logistic regression analysis showed a positive association between five inflammatory indicators (Ln-NLR, Ln-MLR, Ln-SII, Ln-SIRI, and Ln-AISI) and ED. Smoothed curve fitting showed a nonlinear positive correlation between the five inflammatory indicators and ED. Furthermore, subgroup analyses showed that this correlation was stronger in people older than 50 year. ROC curve analysis showed the highest diagnostic performance for the study outcome with MLR (AUC = 0.616, 95% CI: 0.5952-0.637), which was significantly better than SIRI, NLR, AISI, and SII.</p><p><strong>Conclusion: </strong>MLR is potentially more effective than other biomarkers (NLR, SIRI, AISI, SII) in predicting ED. Men with elevated MLR levels should be particularly aware of their increased risk of developing ED.</p>","PeriodicalId":15969,"journal":{"name":"Journal of Health, Population, and Nutrition","volume":"43 1","pages":"169"},"PeriodicalIF":2.4,"publicationDate":"2024-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11514745/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142501991","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Lowering the risk of hyperuricemia and gout is associated with ideal cardiovascular health.","authors":"Pengfei Liu, Kaisaierjiang Kadier, Chunying Cui, Xinliang Peng, Wenqing Hou, Aikeliyaer Ainiwaer, Asiya Abudesimu, Qi Wang, Mierxiati Ainiwan, Xiaozhu Liu, Yitong Ma, Xiang Ma","doi":"10.1186/s41043-024-00665-6","DOIUrl":"10.1186/s41043-024-00665-6","url":null,"abstract":"<p><strong>Background: </strong>Hyperuricemia (HUA) and gout have been demonstrated as independent risk factors for cardiovascular disease. The relationship between the recently updated Life's Essentials 8 (LE8), which measures ideal cardiovascular health (CVH), and HUA and gout remains unclear. The aim of this study was to explore the relationship between CVH and the prevalence of HUA and gout among a nationally representative sample of US adults.</p><p><strong>Methods: </strong>This study utilized cross-sectional analysis of data from the National Health and Nutrition Examination Survey (NHANES) for the years 2007 to 2018. The CVH scores and their corresponding components were defined according to the guidelines established by the American Heart Association. The association between the LE8 score and both HUA and gout was assessed using weighted multivariable logistic and restricted cubic spline (RCS) models.</p><p><strong>Results: </strong>Among the 21,155 participants aged 20 years and older, the prevalence of HUA was 17.20% (95% CI, 16.05-18.36%), and the prevalence of gout was 3.58% (95% CI, 3.13-4.02%). After adjusting for potential confounders, compared to participants exhibiting low CVH, the multivariable adjusted odds ratio (OR) for HUA was 0.65 (95% CI, 0.56-0.75) in those with moderate CVH, and 0.25 (95% CI, 0.20-0.31) in those with high CVH. Additionally, compared to participants with low CVH, the multivariable adjusted OR for gout was 0.66 (95% CI, 0.53-0.81) in those with moderate CVH and 0.32 (95% CI, 0.20-0.50) in those with high CVH. The LE8 score exhibited a significant nonlinear negative association with HUA and linear negative correlation with gout. In subgroup analyses focusing on HUA, significant interactions were observed between LE8 score and age, sex, and CKD (P for interaction < 0.05). For gout, only a significant interaction between LE8 score and sex was observed (P for interaction < 0.05).</p><p><strong>Conclusions: </strong>Among adults, there was a significant negative correlation between LE8 score and the prevalence of HUA and gout. Maintaining an ideal CVH may be beneficial in reducing the burden of HUA and gout.</p>","PeriodicalId":15969,"journal":{"name":"Journal of Health, Population, and Nutrition","volume":"43 1","pages":"167"},"PeriodicalIF":2.4,"publicationDate":"2024-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11520112/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142501993","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Effect of polyunsaturated fatty acids intake on the occurrence of current asthma among children and adolescents exposed to tobacco smoke: NHANES 2007-2018.","authors":"Chunyan Wang, Li Wang, Wanling Ding, Feng Zhao, Guoqiang Hou","doi":"10.1186/s41043-024-00663-8","DOIUrl":"10.1186/s41043-024-00663-8","url":null,"abstract":"<p><strong>Background: </strong>Asthma is an airway inflammatory disease driven by multiple factors with a high incidence in children and adolescents. Environmental tobacco smoke exposure (TSE) and diet are inducing factors for asthma. The potential of omega-3 polyunsaturated fatty acids (PUFAs) to alleviate asthma symptoms by their anti-inflammatory effects has been explored. However, to date, no studies have explored the effect of dietary PUFAs intake on the asthma in children and adolescents exposed to tobacco smoke.</p><p><strong>Objective: </strong>We aimed to examine the effect of dietary PUFAs intake on the current asthma in children and adolescents exposed to tobacco smoke.</p><p><strong>Methods: </strong>Data of this cross-sectional were extracted from the National Health and Nutrition Examination Survey (NHANES) 2007-2018. Children and adolescents with serum cotinine concentration ≥ 0.05 ng/mL were defined to exposed to tobacco smoke. Dietary PUFAs intake information were obtained from 24 h recall interview. The weighted univariate and multivariate were utilized to explore the effect of PUFAs on the association of asthma and TSE, with adjusted odds ratios (AORs) and 95% confidence intervals (CIs). These moderating effects were further explored based on the age, gender and body mass index (BMI) and sedentary time.</p><p><strong>Results: </strong>Totally, 7981 eligible children and adolescents were included, with the mean age of 11.96 ± 0.06 years old. Of whom, 1.024 (12.83%) had current asthma. After adjusted all covariates, we found children and adolescents with TSE had high occurrence of current asthma (AOR = 1.2, 95% CI 1.03-1.63); We also found omega-3 PUFAs intake (P for interaction = 0.010), not omega-6 PUFAs (P for interaction = 0.546), has a moderating effect on the association of TSE and current asthma. Moreover, we further observed that children and adolescents with TSE and low omega-3 PUFAs intake had high occurrence of current asthma (AOR = 1.58, 95% CI 1.19-2.10), while no significant association was found in children and adolescents with high omega-3 PUFAs intake (all P > 0.05). This moderating effect was more prominent in children and adolescents aged ≤ 12 years old (AOR = 1.62, 95% CI 1.06-2.47), girls (AOR = 2.14, 95% CI 1.15-3.98), overweight (AOR = 1.87, 95% CI 1.01-3.47) and sedentary time > 6 h (AOR = 1.96, 95% CI 1.00-3.86).</p><p><strong>Conclusion: </strong>We found dietary omega-3 PUFAs plays a moderating effect on the association of asthma and TSE in children and adolescents, especially in children and adolescents aged ≤ 12 years, girls, overweight or sedentary time > 6 h. This moderating effect suggested higher omega-3 intake has potential benefits in decreasing the occurrence of asthma in children and adolescents who exposed to tobacco smoke.</p>","PeriodicalId":15969,"journal":{"name":"Journal of Health, Population, and Nutrition","volume":"43 1","pages":"168"},"PeriodicalIF":2.4,"publicationDate":"2024-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11515328/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142501992","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Primary and residual cardiometabolic risk factors among young adults in a Russian city.","authors":"Albina V Sineglazova, Aliya S Fakhrutdinova, Zemfira R Asatullina, Guzel R Mustafina, Taisiya Y Kim, Albina R Nurieva, Swapnil Parve","doi":"10.1186/s41043-024-00658-5","DOIUrl":"10.1186/s41043-024-00658-5","url":null,"abstract":"<p><strong>Background: </strong>Cardiovascular diseases are a leading cause of mortality and a significant contributor to temporary and permanent disabilities worldwide. This study aimed to investigate the burden of primary and residual cardiometabolic risk factors in a sample of young adults in the Russian city of Kazan.</p><p><strong>Methods: </strong>This case-control study used the Cardiometabolic Disease Staging (CMDS) classification system, which has been validated in several countries. The study included 191 individuals aged 25-44 years who met the inclusion criteria but did not meet any exclusion criteria. Data collection involved a patient card with questions from the World Health Organization's STEPS instrument, face-to-face patient interviews, and a physical examination. Anthropometric assessments included height, weight, and waist circumference measurements. Body composition was evaluated using bioelectrical impedance measurements. Patients also underwent in-depth laboratory biochemical analyses.</p><p><strong>Results: </strong>The study cohort was comprised of 97 females (50.8%) and 94 males (49.2%). The median age of participants was 35.00 years [IQR: 30.00-39.00]. The study cohort showed an increase in all anthropometric parameters, with abdominal obesity and overweight reaching 100% in the CMDS 3. Apart from atherogenic lipids and raised blood pressure, other risk factors that precipitate residual risk and were not part of CMDS, such as insulin levels, insulin resistance, leptin values, and hyperuricemia, increased as CMDS levels increased.</p><p><strong>Conclusions: </strong>The prevalence of cardiometabolic risk factors was high in young adults in Kazan. This study highlights the need for the early identification and management of cardiometabolic risk factors in young adults to prevent the development of cardiovascular diseases later in life.</p>","PeriodicalId":15969,"journal":{"name":"Journal of Health, Population, and Nutrition","volume":"43 1","pages":"166"},"PeriodicalIF":2.4,"publicationDate":"2024-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11515628/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142501996","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Maternal pre-pregnancy body mass index and gestational weight gain on adverse birth outcomes in Chinese newborns: a retrospective study.","authors":"Zhi Huang, Xia Tan, Jinlian Wang, Aiping Zhang","doi":"10.1186/s41043-024-00652-x","DOIUrl":"10.1186/s41043-024-00652-x","url":null,"abstract":"<p><strong>Background: </strong>Maternal and child health is an important measure of national well-being. This study further explored the individual and combined effects of maternal pre-pregnancy body mass index (BMI) and gestational weight gain (GWG) on adverse birth weight-related outcomes.</p><p><strong>Methods: </strong>A retrospective study was carried out at a maternal and child health hospital from 2018 to 2021, and a total of 17,506 eligible women were invited to participate. The associations of pre-pregnancy BMI and GWG with adverse birth outcomes were examined by using restricted cubic spline regression and binary logistic regression.</p><p><strong>Results: </strong>Pre-pregnancy BMI and GWG had non-linear associations with low birth weight and macrosomia. They were associated with an increased risk of macrosomia (Pre-pregnancy BMI for OR = 1.170, 95%CI:1.144 to 1.197, P < 0.001, and GWG for OR = 1.071, 95%CI:1.054 to 1.089, P < 0.001) and large for gestational age infant (LGA) (Pre-pregnancy BMI for OR = 1.125, 95%CI:1.111 to 1.141, P < 0.001, and GWG for OR = 1.045, 95%CI:1.036 to 1.054, P < 0.001). The high risk of low birth weight and preterm birth was observed among the group of women with inadequate GWG. The risks of macrosomia and LGA increased with pre-pregnancy BMI from low weight to overweight and obesity, and GWG from inadequate to overabundance, while small for gestational age infant was more prevalent in the low pre-pregnancy BMI group.</p><p><strong>Conclusions: </strong>Pre-pregnancy BMI and GWG exhibited non-linear associations with low birth weight and macrosomia. The various combinations of pre-pregnancy BMI and GWG had different effects on adverse birth weight-related outcomes.</p>","PeriodicalId":15969,"journal":{"name":"Journal of Health, Population, and Nutrition","volume":"43 1","pages":"165"},"PeriodicalIF":2.4,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11515635/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142501994","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Exploring the determinants of fertility rates in Ethiopia: a decomposition analysis using count regression models with a focus on urban and rural residence, based on the 2019 Ethiopian demographic health survey.","authors":"Birhan Ambachew Taye, Bantie Getnet Yirsaw, Aychew Kassa Belete, Belyu Yehualashet Weldearegay","doi":"10.1186/s41043-024-00659-4","DOIUrl":"https://doi.org/10.1186/s41043-024-00659-4","url":null,"abstract":"<p><strong>Introduction: </strong>Fertility refers to the biological capacity to reproduce and have children. It is a key aspect of reproductive health influenced by various factors. Therefore, this study aims to explore the determinants of fertility rates based on urban and rural settings in Ethiopia.</p><p><strong>Method: </strong>A stratified two-stage cluster sampling approach was used, employing data from the 2019 Ethiopian Mini Demographic and Health Survey ( https://dhsprogram.com ). The study comprised 8,885 women aged 15 to 49 years. The study employed Stata 17, and the data was described using descriptive statistics. Associations were examined using decomposition analysis and negative binomial regression. The Incidence Rate Ratio and p-value were used to determine the statistical significance of the variables examined.</p><p><strong>Results: </strong>The negative binomial regression found that factors such as maternal age (IRR, 1.08, P-value,0.00), living in rural (IRR,1.09, P-value,0.00), being Muslim (IRR,1.13, P-value,0.00), being from other religious groups (IRR,1.16, P-value,0.00), having six up to nine household members (IRR,1.24, P-value,0.00), having greater than nine household member(IRR,1.14, P-value,0.04), having one child under five year (IRR,1.35, P-value,0.00), having two children under five year (IRR,1.77, P-value,0.00), and having more than two under five years (IRR,1.99, P-value,0.00), being currently pregnant (IRR,1.08, P-value,0.00), use of contraceptive(IRR,1.13, P-value,0.00) are positively associated with bearing more children. On the other hand, completing primary education (IRR,0.84, P-value,0.00), secondary education (IRR,0.61, P-value,0.00), being from the richest household (IRR = 0.94, P-value,0.00), and being single/divorced and widowed (IRR,0.49, P-value,0.00) are negatively associated with having more children because their IRR is less than one. The decomposition analysis also demonstrated that marital status has a stronger negative correlation with fertility in rural compared to urban settings. Additionally, the number of children under five exerts a greater influence on fertility in urban areas.</p><p><strong>Conclusion: </strong>the study found significant rural-urban differences in the factors shaping fertility in Ethiopia. While demographics like maternal age, education, and wealth influenced fertility in both settings, the relationships varied in nature and magnitude. To address this, Policymakers should develop targeted fertility programs that address the unique needs and challenges faced by rural and urban populations.</p>","PeriodicalId":15969,"journal":{"name":"Journal of Health, Population, and Nutrition","volume":"43 1","pages":"162"},"PeriodicalIF":2.4,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11484202/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467450","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"The association between blood glucose levels and lipids in the general adult population: results from NHANES (2005-2016).","authors":"Chenghao Yang, Zongjun Liu, Lingxiao Zhang, Junqing Gao","doi":"10.1186/s41043-024-00660-x","DOIUrl":"https://doi.org/10.1186/s41043-024-00660-x","url":null,"abstract":"<p><strong>Objective: </strong>Although abnormal lipid metabolism is one of the major risk factors for diabetes, the correlation between lipids and glucose is rarely discussed in the general population. The differences in lipid-glucose correlations across gender and ethnicity have been even more rarely studied. We examined the association between fasting blood glucose (FBG) and lipids, including triglycerides (TG), total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), and apolipoprotein B (ApoB), using 6,093 participants aged 20 years or older from the National Health and Nutrition Examination Survey (NHANES).</p><p><strong>Methods: </strong>Analyses were performed using multiple logistic regression and generalised additive models.</p><p><strong>Results: </strong>When other confounders were considered, we found that fasting glucose was positively correlated with triglycerides and negatively correlated with HDL-C, whereas total cholesterol, LDL-C cholesterol, and fasting glucose were related to each other in a U-curve fashion, with inflection points of 5.17 mmol/L and 2.3 mmol/L, respectively.This relationship persisted in subgroups of different sexes and races. A positive correlation was found between fasting glucose and ApoB, but subgroup analyses revealed that this relationship was not correlated across gender and race.</p><p><strong>Conclusion: </strong>In the general population, fasting blood glucose levels were positively correlated with TG, negatively correlated with HDL-C, and U-shaped with total cholesterol and LDL-C. The likelihood of developing diabetes was 40% higher when LDL-C was greater than 2.3 mmol/L than in patients with LDL-C less than 2.3 mmol/L.</p>","PeriodicalId":15969,"journal":{"name":"Journal of Health, Population, and Nutrition","volume":"43 1","pages":"163"},"PeriodicalIF":2.4,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11484366/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467452","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Triglyceride-glucose index is associated with all-cause mortality in critically ill patients with alcohol use disorder: a retrospective cohort study.","authors":"Yu Pan, Yue-Yue Huang, Lian-Min Ye, Xiao-Hua Zhang, Jing-Ye Pan, Yi-Hua Dong","doi":"10.1186/s41043-024-00662-9","DOIUrl":"https://doi.org/10.1186/s41043-024-00662-9","url":null,"abstract":"<p><strong>Background: </strong>The relationship between Triglyceride-glucose (TyG) index and clinical outcomes in patients with alcohol use disorder (AUD) is unclear. The aim of this study was to evaluate the association between TyG index and all-cause mortality in critically ill patients with AUD.</p><p><strong>Methods: </strong>We used data from the multi-parameter intelligent monitoring in intensive care IV (MIMIC-IV) database. The patients were equally divided into quartiles. Kaplan-Meier curves were used for survival analysis. The primary endpoint of the study was 28-day mortality, followed by 1-year mortality. We used Cox proportional hazard models to assess the relationship between TyG index and all-cause mortality at different endpoints.</p><p><strong>Results: </strong>A total of 537 AUD patients were included. Using TyG value as a continuous variable (HR 1.460, 95% CI 1.121-1.903, p = 0.005) and categorical variable (HR 1.447-3.477 from Q2 to Q4, with Q1 as reference), elevated TyG value was significantly associated with increased 28-day mortality. TyG was positively associated with 1-year mortality in AUD patients with an HR of 1.295 (95% CI 1.011-1.659, p = 0.041).</p><p><strong>Conclusion: </strong>TyG index is positively associated with different clinical outcomes of critically ill AUD patients.</p>","PeriodicalId":15969,"journal":{"name":"Journal of Health, Population, and Nutrition","volume":"43 1","pages":"161"},"PeriodicalIF":2.4,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11483960/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467453","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Daily exercises uptake and associated factors among Social Security and National Insurance Trust pensioners in the Greater Accra Region of Ghana.","authors":"Myles Ongoh, Kwamina Abekah-Carter, Edmond A-Iyeh, Williams Agyemang-Duah","doi":"10.1186/s41043-024-00655-8","DOIUrl":"https://doi.org/10.1186/s41043-024-00655-8","url":null,"abstract":"<p><strong>Background: </strong>With a growing body of evidence highlighting the positive impact of regular physical activity or exercise on achieving healthy aging, it is important to gain insight into the factors influencing daily exercises uptake. However, to the best of our knowledge, no study has been focused on factors predicting daily exercises uptake among pensioners, who form a substantial portion of Ghana's aging population. The goal of this preliminary study was to estimate the factors associated with daily exercises uptake among Social Security and National Insurance Trust (SSNIT) pensioners in Ghana.</p><p><strong>Methods: </strong>Data for this study came from a cross-sectional study on survival strategies and quality of life among SSNIT pensioners in the Greater Accra Region of Ghana. Cluster and stratified sampling techniques were used to recruit the study participants. The analytic sample was 410 participants. Multivariable binary logistic regressions were used to estimate factors associated with daily exercises uptake among the participants. The significance of the test was pegged at a p-value of 0.05 or less.</p><p><strong>Results: </strong>The results showed that 62% of the participants self-identified as male, 47.6% were aged between 60 and 64 years, 52.7% were employed in the public sector and 44.4% performed daily exercises. The results showed that those who were aged 60-64 years (AOR: 1.197, 95% CI: 1.019-1.405), aged 65-69 years (AOR:1.254, 95% CI: 1.071-1.468), who do not incur expenditure on their household in a month (AOR: 1.519, 95% CI: 1.127-2.046), earned less than GH¢260 (AOR: 1.221, 95% CI: 1.018-1.465), accessed/utilized herbalist medical services (AOR: 1.252, 95% CI: 1.129-1.388), very dissatisfied (AOR: 1.637, 95% CI: 1.242-2.157) and dissatisfied (AOR: 1.516, 95% CI: 1.212-1.896) with their sex life were more likely to undertake daily exercises and this was statistically significant. The results again demonstrated that participants who joined fitness club (AOR: 0.685, 95% CI: 0.614-0.764) and those who were very dissatisfied with their health services access/use (AOR: 0.598, 95% CI: 0.363-0.984) were less likely to undertake daily exercises and this was statistically significant.</p><p><strong>Conclusion: </strong>Findings of this study have provided important insights for policy makers and thus constitute a useful framework to help plan and shape future policies and programs on daily exercises uptake among pensioners in Ghana and other geographical contexts with similar cultural, demographic, and socio-economic characteristics.</p>","PeriodicalId":15969,"journal":{"name":"Journal of Health, Population, and Nutrition","volume":"43 1","pages":"164"},"PeriodicalIF":2.4,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11484466/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467448","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}