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Introduction: Cardiometabolic risk factors and epigenetic patterns, increased in physically inactive individuals, are associated with an accelerated brain aging process.
Objective: To determine whether cardiometabolic risk factors and epigenetic patterns mediate the association of physical inactivity with unfavorable brain morphology.
Methods: We included dementia and stroke free participants from the Framingham Heart Study Third Generation and Offspring cohorts who had accelerometery and brain MRI data (n = 2,507, 53.9% women, mean age 53.9 years). We examined mediation by the 2017-revised Framingham Stroke Risk Profile (FSRP, using weights for age, cardiovascular disease, atrial fibrillation, diabetes and smoking status, antihypertension medications, and systolic blood pressure) and the homeostatic model of insulin resistance (HOMA-IR) in models of the association of physical inactivity with brain aging, adjusting for age, age-squared, sex, accelerometer wear time, cohort, time from exam-to-MRI, and season. We similarly assessed mediation by an epigenetic age-prediction algorithm, GrimAge, in a smaller sample of participants who had DNA methylation data (n = 1,418).
Results: FSRP and HOMA-IR explained 8.3-20.5% of associations of higher moderate-to-vigorous physical activity (MVPA), higher steps, and lower sedentary time with higher brain volume. Additionally, FSRP and GrimAge explained 10.3-22.0% of associations of physical inactivity with lower white matter diffusivity and FSRP explained 19.7% of the association of MVPA with lower free water accumulation.
Conclusion: Our results suggest that cardiometabolic risk factors and epigenetic patterns partially mediate the associations of physical inactivity with lower brain volume, higher white matter diffusivity, and aggregation of free water in the extracellular compartments of the brain.
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http://dx.doi.org/10.3233/JAD-230289 | DOI Listing |
Medicine (Baltimore)
September 2025
Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China.
Sarcopenia, a growing public health concern lacking targeted therapies, highlights the need to investigate modifiable factors like physical activity (PA) and sedentary behavior, which influence muscle health. However, most research focuses on older adults, with limited data on young and middle-aged populations. This study leverages the National Health and Nutrition Examination Survey (NHANES) data to investigate this topic in the US population aged 18 to 59 to address this critical gap.
View Article and Find Full Text PDFEur J Pediatr
September 2025
Laboratory Physical Activity and Health, Center of Physical Education and Sport, State University of Londrina, Rodovia Celso Garcia Cid, PR-445, Km 380 - Campus Universitário, Londrina, Paraná, 86057-970, Brazil.
Unlabelled: The objective of this study is to analyze adherence to 24-h movement behavior recommendations (combined and isolated) with brain-derived neurotrophic factor (BDNF) in adolescents. For this cross-sectional study, 155 adolescents were recruited, of whom 141 participated; 118 with valid data were analyzed (64 girls, mean age 14.9 years).
View Article and Find Full Text PDFBMJ Open Diabetes Res Care
September 2025
Department of Social Medicine and Health Management, Huazhong University of Science and Technology School of Public Health, Wuhan, Hubei, China
Introduction: To examine the association of the number of controlled risk factors with the excess risk of severe metabolic dysfunction-associated steatotic liver disease (MASLD) and major adverse liver outcomes (MALO) among patients with type 2 diabetes.
Research Design And Methods: In this cohort study, a total of 307,688 participants from the UK Biobank were included. Participants with baseline type 2 diabetes were categorized according to the number of risk factors within the guideline-recommended ranges (diet, smoking, drinking, exercise, sedentary behavior, body mass index, glycated hemoglobin, blood pressure, and low-density lipoprotein cholesterol).
PLoS One
September 2025
The Second Affiliated Hospital of Baotou Medical College, Inner Mongolia, Baotou, China.
Background: Obesity and cardiovascular disease (CVD) are both associated with sedentary behavior. However, the role that sedentary behavior plays in the relationship between obesity and CVD in patients with diabetes remains unclear. This study aimed to examine how the weight-adjusted waist index (WWI) relates to CVD risk in patients with diabetes and to explore sedentary behavior's potential mediating role in this relationship.
View Article and Find Full Text PDFBackground Uninvestigated dyspepsia (UD) and chronic constipation (CC) are common disorders of gut-brain interaction (DGBI). However, limited research has assessed their risk factors in young adults, particularly the influence of family history. This study investigated the associated factors for UD and CC, focusing on family history among Japanese university students.
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