[HTML][HTML] Sleep Quality, Nutrient Intake, and Social Development Index Predict Metabolic Syndrome in the Tlalpan 2020 Cohort: A Machine Learning and Synthetic …

G Gutiérrez-Esparza, M Martinez-Garcia… - Nutrients, 2024 - mdpi.com
This study investigated the relationship between Metabolic Syndrome (MetS), sleep
disorders, the consumption of some nutrients, and social development factors, focusing on …

[HTML][HTML] Machine and deep learning applied to predict metabolic syndrome without a blood screening

GO Gutierrez-Esparza, TA Ramirez-delReal… - Applied Sciences, 2021 - mdpi.com
The exponential increase of metabolic syndrome and its association with the risk impact of
morbidity and mortality has propitiated the development of tools to diagnose this syndrome …

[HTML][HTML] The relationship between sleep duration and metabolic syndrome severity scores in emerging adults

BA Chaudhry, MS Brian, JS Morrell - Nutrients, 2023 - mdpi.com
Background: Research suggests sleep duration can influence metabolic systems including
glucose homeostasis, blood pressure, hormone regulation, nervous system activity, and total …

[HTML][HTML] Analysis of NHANES 2005–2016 data showed significant association between micro and macronutrient intake and various sleep variables (P06-103-19)

C Ikonte, C Reider, V Fulgoni III, S Mitmesser - Current Developments in …, 2019 - Elsevier
Objectives To understand the association between micro and macronutrient intake and
sleep variables from the National Health and Nutrition Evaluation Survey (NHANES, 2005 …

[HTML][HTML] Machine Learning Identification of Nutrient Intake Variations across Age Groups in Metabolic Syndrome and Healthy Populations

C Cai, H Li, L Zhang, J Li, S Duan, Z Fang, C Li… - Nutrients, 2024 - mdpi.com
This study undertakes a comprehensive examination of the intricate link between diet
nutrition, age, and metabolic syndrome (MetS), utilizing advanced artificial intelligence …

[HTML][HTML] The association between sleep duration and metabolic syndrome: the NHANES 2013/2014

A Smiley, D King, A Bidulescu - Nutrients, 2019 - mdpi.com
Background: We aimed to assess the association of sleep with metabolic syndrome in the
2013/2014 National Health and Nutrition Examination Survey (NHANES). Methods: Sample …

[HTML][HTML] The mediating effect of sleep duration on metabolic syndrome severity in adults: a structural equation modeling approach

N Hemati, S Satari, H Khazaie, Y Salimi, F Najafi… - BMC Endocrine …, 2024 - Springer
Abstract Background Metabolic syndrome (MetS) is associated to sleep duration. It is crucial
to identify factors that disrupt sleep regulation. The study aimed to assess the indirect effect …

[HTML][HTML] Targeted Metabolomics Revealed a Sex-Dependent Signature for Metabolic Syndrome in the Mexican Population

B Palacios-González, G León-Reyes… - Nutrients, 2022 - mdpi.com
Metabolic syndrome (MetS) is a group of several metabolic conditions predisposing to
chronic diseases. Individuals diagnosed with MetS are physiologically heterogeneous, with …

THE ASSOCIATION OF PSYCHOSOCIAL HEALTH WITH METABOLIC SYNDROME AMONG SCHOOL TEACHERS IN THE STATE OF MALACCA: Received 2020-12 …

SC Lee, FM Moy, HL Sii… - Journal of Health and …, 2022 - tamilperaivu.um.edu.my
Background: Metabolic syndrome (MS) is a major public health challenge worldwide. The
risks of MS and chronic diseases are further escalated with the increasing burden of …

0032 Metabolomic Profile of Excessive Daytime Sleepiness in the Hispanic Community Health Study/Study of Latinos

T Faquih, B Yu, R Kaplan, C Isasi, S Redline, T Sofer… - Sleep, 2024 - academic.oup.com
Introduction Excessive daytime sleepiness (EDS) is a prevalent condition estimated to affect
up to 33% of the United States population. EDS is a heterogeneous and complex symptom …