Nonlinear Relationship of Non-High-Density Lipoprotein Cholesterol and Cognitive Function in American Elders: A Cross-Sectional NHANES Study (2011-2014)
- PMID: 35001890
- DOI: 10.3233/JAD-215250
Nonlinear Relationship of Non-High-Density Lipoprotein Cholesterol and Cognitive Function in American Elders: A Cross-Sectional NHANES Study (2011-2014)
Abstract
Background: Serum non-high-density lipoprotein-cholesterol (non-HDL-C) levels may be associated with cognitive function.
Objective: The objective of this study was to evaluate the association between non-HDL-C and cognitive function among American elders.
Methods: We used data from the 2011 to 2014 U.S. National Health and Nutrition Examination Survey (NHANES). A total of 3,001 participants aged over 60 years were enrolled in our analysis. The cognitive function was evaluated with the word learning subtest from the Consortium to Establish a Registry for Alzheimer's disease (CERAD W-L), the Animal Fluency Test (AFT), and the digit symbol substitution test (DSST). We also created a composite cognitive z-score to represent a global cognition. We applied multivariate linear regression analyses to estimate the associations between non-HDL-C levels and all domains of cognitive function. Further, the generalized additive model and the smooth curve were conducted to investigate the dose-response relationship between non-HDL-C and global cognition.
Results: Serum non-HDL-C was positively associated with global cognition (β= 0.20, 95% CI: 0.11, 0.28), AFT score (β= 0.54, 95% CI: 0.33, 0.76), and DSST score (β= 1.13, 95% CI: 0.56, 1.69) after fully adjusted. While non-HDL-C was not related to CERAD W-L score. In addition, an inverted U-shape curve was observed in the dose-response relationship between non-HDL-C and global cognition (p for non-linearity < 0.001).
Conclusion: Serum non-HDL-C is positively and nonlinearly associated with cognitive function among American older adults. Maintaining serum cholesterol levels at an appropriate range may be helpful to the cognitive health of the elderly.
Keywords: Cholesterol; NHANES; cognitive function; non-HDL-C; older adults.
Similar articles
-
Non-linear relationship of serum albumin-to-globulin ratio and cognitive function in American older people: a cross-sectional national health and nutrition examination survey 2011-2014 (NHANES) study.Front Public Health. 2024 Apr 26;12:1375379. doi: 10.3389/fpubh.2024.1375379. eCollection 2024. Front Public Health. 2024. PMID: 38737864 Free PMC article.
-
Very high high-density lipoprotein cholesterol may be associated with higher risk of cognitive impairment in older adults.Nutr J. 2024 Jul 17;23(1):79. doi: 10.1186/s12937-024-00983-9. Nutr J. 2024. PMID: 39020341 Free PMC article.
-
Association Between Sleep Efficiency Variability and Cognition Among Older Adults: Cross-Sectional Accelerometer Study.JMIR Aging. 2024 Apr 4;7:e54353. doi: 10.2196/54353. JMIR Aging. 2024. PMID: 38596863 Free PMC article.
-
The association between Weight-adjusted-Waist Index (WWI) and cognitive function in older adults: a cross-sectional NHANES 2011-2014 study.BMC Public Health. 2024 Aug 8;24(1):2152. doi: 10.1186/s12889-024-19332-w. BMC Public Health. 2024. PMID: 39118100 Free PMC article.
-
Association Between High Serum Tetrahydrofolate and Low Cognitive Functions in the United States: A Cross-Sectional Study.J Alzheimers Dis. 2022;89(1):163-179. doi: 10.3233/JAD-220058. J Alzheimers Dis. 2022. PMID: 35871329
Cited by
-
The nonlinear association of ratio of total cholesterol to high density lipoprotein with cognition ability: evidence from a community cohort in China.Front Nutr. 2025 Mar 5;12:1525348. doi: 10.3389/fnut.2025.1525348. eCollection 2025. Front Nutr. 2025. PMID: 40110168 Free PMC article.
-
Exploring the potential relationship between kidney disease index and cognitive dysfunction: a machine learning approach with NHANES data.BMC Geriatr. 2025 Aug 26;25(1):664. doi: 10.1186/s12877-025-06327-4. BMC Geriatr. 2025. PMID: 40859171 Free PMC article.
-
Association between insecticide exposomics and cognitive function in older adults: an observational study based on NHANES 2011-2014.Front Public Health. 2025 Jul 9;13:1556263. doi: 10.3389/fpubh.2025.1556263. eCollection 2025. Front Public Health. 2025. PMID: 40703161 Free PMC article.
-
Non-linear relationship of serum albumin-to-globulin ratio and cognitive function in American older people: a cross-sectional national health and nutrition examination survey 2011-2014 (NHANES) study.Front Public Health. 2024 Apr 26;12:1375379. doi: 10.3389/fpubh.2024.1375379. eCollection 2024. Front Public Health. 2024. PMID: 38737864 Free PMC article.
-
Associations between dietary and blood inflammatory indices and their effects on cognitive function in elderly Americans.Front Neurosci. 2023 Feb 21;17:1117056. doi: 10.3389/fnins.2023.1117056. eCollection 2023. Front Neurosci. 2023. PMID: 36895419 Free PMC article.
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Medical