AIMC Topic: Metabolic Syndrome

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Prediction of metabolic syndrome following a first pregnancy.

American journal of obstetrics and gynecology Mar 26, 2024
BACKGROUND: The prevalence of metabolic syndrome is rapidly increasing in the United States. We hypothesized that prediction models using data obtained during pregnancy can accurately predict the future development of metabolic syndrome.
Humans Machine Learning Prospective Studies Pregnancy Cohort Studies ROC Curve Metabolic Syndrome Pregnancy Complications Female Parity Risk Factors Adult
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PINK1 dominated mitochondria associated genes signature predicts abdominal aortic aneurysm with metabolic syndrome.

Biochimica et biophysica acta. Molecular basis of disease Oct 30, 2023
Abdominal aortic aneurysm (AAA) is typically asymptomatic but a devastating cardiovascular disorder, with overall mortality exceeding 80 % once it ruptures. Some patients with AAA may also have comorbid metabolic syndrome (MS), suggesting a potential...
Protein Kinases Metabolic Syndrome Humans Lipopolysaccharides Animals Aortic Aneurysm, Abdominal Mice Mitochondria
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Early prediction of body composition parameters on metabolically unhealthy in the Chinese population via advanced machine learning.

Frontiers in endocrinology Aug 29, 2023
BACKGROUND: Metabolic syndrome (Mets) is considered a global epidemic of the 21st century, predisposing to cardiometabolic diseases. This study aims to describe and compare the body composition profiles between metabolic healthy (MH) and metabolic un...
Metabolic Syndrome Humans Obesity East Asian People Machine Learning Body Composition Cross-Sectional Studies
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Building a model for predicting metabolic syndrome using artificial intelligence based on an investigation of whole-genome sequencing.

Journal of translational medicine Apr 28, 2022
BACKGROUND: The circadian system is responsible for regulating various physiological activities and behaviors and has been gaining recognition. The circadian rhythm is adjusted in a 24-h cycle and has transcriptional-translational feedback loops. Whe...
Neural Networks, Computer Artificial Intelligence Metabolic Syndrome Whole Genome Sequencing Circadian Rhythm Humans
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Very low-volume interval training improves nonalcoholic fatty liver disease fibrosis score and cardiometabolic health in adults with obesity and metabolic syndrome.

Journal of physiology and pharmacology : an official journal of the Polish Physiological Society Apr 24, 2022
Non-alcoholic fatty liver disease (NAFLD) and cardiometabolic disorders are highly prevalent in obese individuals. Physical exercise is an important element in obesity and metabolic syndrome (MetS) treatment. However, the vast majority of individuals...
Fibrosis Weight Loss Humans Metabolic Syndrome Adult Obesity Cardiovascular Diseases Non-alcoholic Fatty Liver Disease
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Machine learning-aided risk prediction for metabolic syndrome based on 3 years study.

Scientific reports Feb 10, 2022
Metabolic syndrome (MetS) is a group of physiological states of metabolic disorders, which may increase the risk of diabetes, cardiovascular and other diseases. Therefore, it is of great significance to predict the onset of MetS and the corresponding...
Machine Learning Female Risk Factors Adult Humans Metabolic Syndrome Models, Statistical Physical Examination Male Middle Aged Risk Assessment Longitudinal Studies
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Application of a Machine Learning Technology in the Definition of Metabolically Healthy and Unhealthy Status: A Retrospective Study of 2567 Subjects Suffering from Obesity with or without Metabolic Syndrome.

Nutrients Jan 15, 2022
The key factors playing a role in the pathogenesis of metabolic alterations observed in many patients with obesity have not been fully characterized. Their identification is crucial, and it would represent a fundamental step towards better management...
Metabolic Syndrome Obesity Adipose Tissue Glycated Hemoglobin Male Middle Aged Insulin-Like Growth Factor I Health Status Alanine Transaminase Absorptiometry, Photon Obesity, Metabolically Benign Artificial Intelligence Machine Learning Biomarkers Prognosis Retrospective Studies Female Risk Factors Adult Humans
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Machine Learning to Identify Metabolic Subtypes of Obesity: A Multi-Center Study.

Frontiers in endocrinology Jul 14, 2021
BACKGROUND AND OBJECTIVE: Clinical characteristics of obesity are heterogenous, but current classification for diagnosis is simply based on BMI or metabolic healthiness. The purpose of this study was to use machine learning to explore a more precise ...
Polycystic Ovary Syndrome Obesity, Metabolically Benign Adult Male Comorbidity China Obesity Humans Blood Glucose Hyperuricemia Machine Learning Insulin Uric Acid Female Body Mass Index Glucose Tolerance Test Metabolic Syndrome
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Kernel machine SNP set analysis finds the association of BUD13, ZPR1, and APOA5 variants with metabolic syndrome in Tehran Cardio-metabolic Genetics Study.

Scientific reports May 13, 2021
Metabolic syndrome (MetS) is one of the most important risk factors for cardiovascular disease. The 11p23.3 chromosomal region plays a potential role in the pathogenesis of MetS. The present study aimed to assess the association between 18 single nuc...
Membrane Transport Proteins Apolipoprotein A-V Humans Cardiometabolic Risk Factors Machine Learning RNA-Binding Proteins Female Metabolic Syndrome Male Iran Genetic Predisposition to Disease Polymorphism, Single Nucleotide
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Metabolic syndrome, fatty liver, and artificial intelligence-based epicardial adipose tissue measures predict long-term risk of cardiac events: a prospective study.

Cardiovascular diabetology Jan 29, 2021
BACKGROUND: We sought to evaluate the association of metabolic syndrome (MetS) and computed tomography (CT)-derived cardiometabolic biomarkers (non-alcoholic fatty liver disease [NAFLD] and epicardial adipose tissue [EAT] measures) with long-term ris...
Aged, 80 and over Male Middle Aged Risk Assessment Pericardium Prevalence Cardiometabolic Risk Factors Deep Learning Non-alcoholic Fatty Liver Disease Time Factors Los Angeles Metabolic Syndrome Prognosis Heart Diseases Tomography, X-Ray Computed Adipose Tissue Adiposity Humans Female Predictive Value of Tests Prospective Studies Aged Radiographic Image Interpretation, Computer-Assisted Registries
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