Whole-body aging mediates the association between socioeconomic status disparities and cognition and verbal fluency among U.S. older adults
Yan, X.; Le, X.; Wang, S.
Show abstract
BackgroundCognitive decline is a worldwide public health issue among older populations. Socioeconomic status disparities in income, education, and social status are linked to cognitive function and verbal fluency. Although the etiology of cognitive decline remains unclear, social and biological factors are increasingly recognized as significant risk contributors. This study aims to investigate the potential associations between socioeconomic status and cognitive functions and the mediated effect of whole-body aging. MethodsData on socioeconomic status, whole-bodying aging, cognitive functions, and verbal fluency were collected from 2321 participants aged over 60 years based on the National Health and Nutrition Examination Survey 2011-2014. Independent t-tests, one-way ANOVA tests, Spearman correlation, and multiple logistic regression were used to explore the associations of socioeconomic status, whole-body aging, and cognitive functions, respectively. Mediation analyses were used to explore the mediated effects of whole-body aging on the associations between socioeconomic status and cognitive functions. ResultsIn the multiple regression analysis models, socioeconomic status and whole-body aging were associated with cognitive function and verbal fluency (all p <0.05). Mediation analyses indicated that the associations between socioeconomic status and cognitive function were parallelly mediated by whole-body aging, with the proportion of mediation ranging from 3.21% to 7.65% (all p{square}<{square}0.05). ConclusionThese findings suggested that socioeconomic status disparities increased the impairment of immediate and delayed learning ability, sustained attention, processing speed, working memory, and verbal fluency, which was possibly and partially mediated by whole-body aging. Graphic Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=146 SRC="FIGDIR/small/25329679v1_ufig1.gif" ALT="Figure 1"> View larger version (22K): org.highwire.dtl.DTLVardef@18d0a23org.highwire.dtl.DTLVardef@949c53org.highwire.dtl.DTLVardef@a31398org.highwire.dtl.DTLVardef@5b99ed_HPS_FORMAT_FIGEXP M_FIG C_FIG
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Your Brain Doesn't Look a Day Past 70! Cross-Sectional Associations with Brain-Predicted Age in the Cognitively-Intact Oldest-Old 96%
- Complementary value of molecular, phenotypic and functional aging biomarkers in dementia prediction 94%
- Functional assessments of short-term spatial memory in the Dog Aging Project identify strong associations with age that are not moderated by body mass 94%
Similar papers in this journal
Similar papers in this journal
- Effects of Minimally Processed Red Meat Within a Plant-Forward Diet on Biomarkers of Physical and Cognitive Aging: A Randomized Controlled Crossover Feeding Trial 94%
- Gene-diet interaction analysis in UK Biobank identified genetic loci that modify the association between fish oil supplementation and the incidence of dementia 90%
- Analysis of Changes in the Burden of Nutritional Deficiencies in China, the G20, and Globally from 1990 to 2021 Based on the Global Burden of Disease 2021 Data 90%
Similar papers in this journal
- Lifestyles and their relative contribution to biological aging across multiple organ systems: change analysis from the China Multi-Ethnic Cohort Study 96%
- Quantification of the pace of biological aging in humans through a blood test: The DunedinPoAm DNA methylation algorithm 95%
- Biological Brain Age Prediction Using Machine Learning on Structural Neuroimaging Data: Multi-Cohort Validation Against Biomarkers of Alzheimer’s Disease and Neurodegeneration stratified by sex 94%
Similar papers in this journal
- Social Determinants of Healthy Aging: An Investigation using the All of Us Cohort 96%
- Loneliness and Cognitive Decline Among U.S. Adults: A Stratified Analysis of the BRFSS 95%
- Self-reported health behaviors and longitudinal cognitive performance: Results from the Wisconsin Registry for Alzheimer’s Prevention 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.