Background The prevalence of non-alcoholic fatty liver disease (NAFLD) is increasing in parallel with obesity and type 2 diabetes. Aim To review the global epidemiology of NAFLD Methods We retrieved articles from PubMed using search terms of NAFLD, epidemiology, prevalence, incidence, and comorbidities. Results Over 250 articles were reviewed. In 2016, the global NAFLD prevalence was 25%; this increased to >30% in 2019. Prevalence in Asia, Latin America and Middle East-North Africa (MENA) was 30.8%, 34.5% and 42.6%, respectively. Prevalence increased with age. Although prevalence was higher in men, prevalence in post-menopausal women was similar. NAFLD prevalence was higher in certain subpopulations, especially among the obese and those with metabolic syndrome (MS). However, the prevalence of lean NAFLD was 11.2%. The global prevalence of non-alcoholic steatohepatitis (NASH) is estimated between 2% and 6% in the general population. Approximately 7% of patients with NAFLD have advanced fibrosis; rates were between 21% and 50% among patients with NASH. Overall mortality related to NAFLD was 15–20 per 1000 person-years, and increased substantially in patients with NASH, especially in those with components of MS. Recent data suggest mortality/morbidity from NAFLD is increasing globally but NAFLD awareness remains low among patients and healthcare providers. Conclusions NAFLD poses a global public health problem with a very high disease burden in Asia, MENA and Latin America. Research is needed to better quantify the full impact of NAFLD and to develop strategies to improve awareness and risk stratification. 

Review article: the epidemiologic burden of non‐alcoholic fatty liver disease across the world

Background The global burden of gallbladder and biliary tract cancer (GBTC) is increasing. A comprehensive evaluation of the burden is crucial to improve strategies for GBTC prevention and treatment. Methods The incidence rates, mortality, and disability-adjusted life years (DALYs) of GBTC from 1990 to 2017 were extracted from the Global Burden of Diseases Study (GBD) 2017. Estimated annual percent changes (EAPCs) were calculated to quantify GBTC trends during the study period. Results Globally, there were 210,878 new cases, 173,974 deaths, and 3,483,046 DALYs because of GBTC in 2017. GBTC incidence increased by 76%, mortality increased by 65%, and DALYs increased by 52% from 1990 to 2017. In addition, relatively higher Socio-Demographic Index regions had greater incidence and death rates but greatly decreased age-standardized incidence rate (ASIR) and age-standardized death rate (ASDR). At the national level, Chile had the highest ASIR (10.38 per 100,000 population) and the highest ASDR (10.43 per 100,000 population) in 2017. The largest increases in ASIR (EAPC, 3.38) and ASDR (EAPC, 3.39) were observed in Georgia. Nonlinear associations were observed between the ASDR, the Socio-Demographic Index, and DALYs at the 21 GBD regional levels and at the national level. The proportions of GBTC age-standardized deaths and DALYs attributable to high body mass index were 15.4% and 16%, respectively. Conclusions GBTC remains a major health burden worldwide. These findings are expected to prompt policymakers to establish a cost-effective method for the early diagnosis, prevention, and treatment of GBTC, reducing its modifiable risk factors and reversing its increasing trends. Lay summary Although the rates of age-standardized incidence, death, and disability-adjusted life-years for gallbladder and biliary tract cancer decreased from 1990 to 2017, the numbers of these measures increased. Nonlinear associations existed between the age-standardized death rate, the Socio-Demographic Index, and disability-adjusted life-years at the 21 regional and national levels in the Global Burden of Disease Study.

The global, regional, and national burden of gallbladder and biliary tract cancer and its attributable risk factors in 195 countries and territories, 1990 to 2017: A systematic analysis for the Global Burden of Disease Study 2017

The objective of this study was to determine the level and relationship between the self-perceived health of adolescents in relation to the level of practice of physical activity, adherence to the Mediterranean diet, weight status and consumption of substance abuse, such as alcohol and tobacco. A total of 516 adolescent students between the ages of 12 and 16 completed a series of questionnaires to assess their health, physical activity, compliance with the Mediterranean diet and alcohol and tobacco consumption. Adolescents who practice more physical activity have better health and greater adherence to the Mediterranean diet. The level of health is higher among adolescents with greater adherence to the Mediterranean diet, evidencing better health among those who consume less tobacco. These results show the need to involve the educational community, families and the media to promote healthy lifestyle habits that can help physical activity and sports professionals in the development of theoretical–practical proposals aimed at improving the health of students.

https://www.mdpi.com/1660-4601/17/4/1387/pdf

The Influence of Physical Activity, Diet, Weight Status and Substance Abuse on Students' Self-Perceived Health.

According to the NOVA classification, ultra-processed foods are products made through physical, biological and chemical processes and typically with multiple ingredients and additives, in which whole foods are mostly or entirely absent. From a nutritional point of view, they are typically energy-dense foods high in fat, sugar, and salt and low in fiber. The association between the consumption of ultra-processed food and obesity and adiposity measurements has been established in adults. However, the situation remains unclear in children and adolescents.We carried out a systematic review, in which we summarize observational studies investigating the association between the consumption of ultra-processed food, as defined by NOVA classification, and obesity and adiposity parameters among children and adolescents. A literature search was performed using PUBMED and Web of Science databases for relevant articles published prior to May 2021.Ten studies, five longitudinal and five cross-sectional, mainly conducted in Brazil, were included in this review. Four longitudinal studies in children with a follow-up longer than 4 years found a positive association between the consumption of ultra-processed food and obesity and adiposity parameters, whereas cross-sectional studies failed to find an association.These data suggest that a consistent intake of ultra-processed foods over time is needed to impact nutritional status and body composition of children and adolescents. Further well-designed prospective studies worldwide are needed to confirm these findings considering country-related differences in dietary habits and food production technologies. 

https://link.springer.com/content/pdf/10.1007/s00394-022-02873-4.pdf

Ultra-processed foods and obesity and adiposity parameters among children and adolescents: a systematic review

Exposures to phthalates, parabens, and other phenols are often correlated due to their ubiquitous use in personal care products and plastics. Examining these compounds as a complex mixture may clarify inconsistent relationships between individual chemicals and childhood adiposity. Using data from the Center for the Health Assessment of Mothers and Children of Salinas (CHAMACOS) study, a longitudinal cohort of children in Salinas Valley, California (n = 309), we examined biomarkers of 11 phthalate metabolites and 9 phenols, including several parabens and bisphenol A, measured in maternal urine at two time points during pregnancy. We measured child height and weight at age five to calculate the body mass index (BMI) z-scores and overweight/obesity status. The association between prenatal urinary concentrations of biomarkers with the childhood BMI z-score and overweight/obesity status was analyzed using single-pollutant models and two mixture methods: Bayesian hierarchical modeling (BMH) and Bayesian kernel machine regression (BKMR). Urinary concentrations of monoethyl phthalate, monocarboxy-isononly phthalate (metabolites of diethyl phthalate and di-isodecyl phthalate, respectively), and propylparaben were consistently associated with an increased BMI z-score and overweight/obesity status across all modeling approaches. Higher prenatal exposures to the cumulative biomarker mixture also trended with greater childhood adiposity. These results, robust across two methods that control for co-pollutant confounding, suggest that prenatal exposure to certain phthalates and parabens may increase the risk for obesity in early childhood.

/pdf/prenatal-exposure-to-mixtures-of-phthalates-parabens-and-3f9lginz8h.pdf

Prenatal Exposure to Mixtures of Phthalates, Parabens, and Other Phenols and Obesity in Five-Year-Olds in the CHAMACOS Cohort.

Childhood and adolescent obesity have reached epidemic levels in the United States. Currently, about 17% of US children are presenting with obesity. Obesity can affect all aspects of the children including their psychological as well as cardiovascular health; also, their overall physical health is affected. The association between obesity and other conditions makes it a public health concern for children and adolescents. Due to the increase in the prevalence of obesity among children, a variety of research studies have been conducted to discover what associations and risk factors increase the probability that a child will present with obesity. While a complete picture of all the risk factors associated with obesity remains elusive, the combination of diet, exercise, physiological factors, and psychological factors is important in the control and prevention of childhood obesity; thus, all researchers agree that prevention is the key strategy for controlling the current problem. Primary prevention methods are aimed at educating the child and family, as well as encouraging appropriate diet and exercise from a young age through adulthood, while secondary prevention is targeted at lessening the effect of childhood obesity to prevent the child from continuing the unhealthy habits and obesity into adulthood. A combination of both primary and secondary prevention is necessary to achieve the best results. This review article highlights the health implications including physiological and psychological factors comorbidities, as well as the epidemiology, risk factors, prevention, and control of childhood and adolescent obesity in the United States.

https://journals.sagepub.com/doi/pdf/10.1177/2333794X19891305

Childhood and Adolescent Obesity in the United States: A Public Health Concern:

Existing federated learning solutions focus on transmitting features, parameters or gadients between clients and server, which suffer from serious low-efficiency and privacy-leakage problems. Thanks to the emerging foundation generative models, we propose a novel federated learning framework, namely Federated Generative Learning, that transmits prompts associated with distributed training data between clients and server. The informative training data can be synthesized remotely based on received prompts containing little privacy and the foundation generative models. The new framework possesses multiple advantages, including improved communication efficiency, better resilience to distribution shift, substantial performance gains, and enhanced privacy protection, which are verified in extensive experiments on ImageNet and DomainNet datasets.

Xiaohua Qi

Papers

Childhood and Adolescent Obesity in the United States: A Public Health Concern:

Federated Generative Learning with Foundation Models