Gene–diet interactions on metabolic disease-related outcomes in Southeast Asian populations: a systematic review
P Sekar, EF Ventura, ACTA Dhanapal, ESG Cheah… - Nutrients, 2023 - mdpi.com
Diabetes and obesity are chronic diseases that are a burden to low-and middle-income
countries. We conducted this systematic review to understand gene–diet interactions …
countries. We conducted this systematic review to understand gene–diet interactions …
Genistein—opportunities related to an interesting molecule of natural origin
E Garbiec, J Cielecka-Piontek, M Kowalówka… - Molecules, 2022 - mdpi.com
Nowadays, increasingly more attention is being paid to a holistic approach to health, in
which diet contributes to disease prevention. There is growing interest in functional food that …
which diet contributes to disease prevention. There is growing interest in functional food that …
[HTML][HTML] A novel machine learning approach for diagnosing diabetes with a self-explainable interface
This study introduces the first-ever self-explanatory interface for diagnosing diabetes
patients using machine learning. We propose four classification models (Decision Tree (DT) …
patients using machine learning. We propose four classification models (Decision Tree (DT) …
[HTML][HTML] A robust predictive diagnosis model for diabetes mellitus using Shapley-incorporated machine learning algorithms
With the rapid advancement and integration of Artificial Intelligence (AI) in medicine, the
need for new developments and accuracy in Machine Learning (ML) models and algorithms …
need for new developments and accuracy in Machine Learning (ML) models and algorithms …
Effect of Diet Quality and Genetic Predisposition on Hemoglobin A1c and Type 2 Diabetes Risk: Gene-Diet Interaction Analysis of 357,419 Individuals
P Zhuang, X Liu, Y Li, X Wan, Y Wu, F Wu… - Diabetes …, 2021 - Am Diabetes Assoc
OBJECTIVE To assess the interactions between diet quality and genetic predisposition to
incident type 2 diabetes (T2D). RESEARCH DESIGN AND METHODS Between 2006 and …
incident type 2 diabetes (T2D). RESEARCH DESIGN AND METHODS Between 2006 and …
Machine learning models for data-driven prediction of diabetes by lifestyle type
Y Qin, J Wu, W Xiao, K Wang, A Huang, B Liu… - International journal of …, 2022 - mdpi.com
The prevalence of diabetes has been increasing in recent years, and previous research has
found that machine-learning models are good diabetes prediction tools. The purpose of this …
found that machine-learning models are good diabetes prediction tools. The purpose of this …
Polygenic scores, diet quality, and type 2 diabetes risk: An observational study among 35,759 adults from 3 US cohorts
Background Both genetic and lifestyle factors contribute to the risk of type 2 diabetes, but the
extent to which there is a synergistic effect of the 2 factors is unclear. The aim of this study …
extent to which there is a synergistic effect of the 2 factors is unclear. The aim of this study …
Healthy lifestyle in late-life, longevity genes, and life expectancy among older adults: a 20-year, population-based, prospective cohort study
J Wang, C Chen, J Zhou, L Ye, Y Li, L Xu… - The lancet Healthy …, 2023 - thelancet.com
Background Lifestyle and longevity genes have different and important roles in the human
lifespan; however, the association between a healthy lifestyle in late-life and life expectancy …
lifespan; however, the association between a healthy lifestyle in late-life and life expectancy …
Associations of genetic susceptibility and healthy lifestyle with incidence of coronary heart disease and stroke in individuals with hypertension
Aims This study explored the associations of genetic susceptibility and adherence to a
healthy lifestyle with incident coronary heart disease (CHD) and stroke in individuals with …
healthy lifestyle with incident coronary heart disease (CHD) and stroke in individuals with …
Modifiable risk factors and long term risk of type 2 diabetes among individuals with a history of gestational diabetes mellitus: prospective cohort study
Objectives To evaluate the individual and combined associations of five modifiable risk
factors with risk of type 2 diabetes among women with a history of gestational diabetes …
factors with risk of type 2 diabetes among women with a history of gestational diabetes …