Associations between dietary and blood inflammatory indices and their effects on cognitive function in elderly Americans
- PMID: 36895419
- PMCID: PMC9989299
- DOI: 10.3389/fnins.2023.1117056
Associations between dietary and blood inflammatory indices and their effects on cognitive function in elderly Americans
Abstract
Objective: To determine the correlations between dietary and blood inflammation indices in elderly Americans and their effects on cognitive function.
Methods: This research extracted data from the 2011-2014 National Health and Nutrition Examination Survey for 2,479 patients who were ≥60 years old. Cognitive function was assessed as a composite cognitive function score (Z-score) calculated from the results of the Consortium to Establish a Registry for Alzheimer's Disease Word Learning and Delayed Recall tests, the Animal Fluency test, and the Digit Symbol Substitution Test. We used a dietary inflammatory index (DII) calculated from 28 food components to represent the dietary inflammation profile. Blood inflammation indicators included the white blood cell count (WBC), neutrophil count (NE), lymphocyte count (Lym), neutrophil-lymphocyte ratio (NLR), platelet-lymphocyte ratio (PLR), neutrophil-albumin ratio (NAR), systemic immune-inflammation index [SII, calculated as (peripheral platelet count) × NE/Lym], and systemic inflammatory response index [SIRI, calculated as (monocyte count) × NE/Lym]. WBC, NE, Lym, NLR, PLR, NAR, SII, SIRI, and DII were initially treated as continuous variables. For logistic regression, WBC, NE, Lym, NLR, PLR, NAR, SII, and SIRI were divided into quartile groups, and DII was divided into tertile groups.
Results: After adjusting for covariates, WBC, NE, NLR, NAR, SII, SIRI, and DII scores were markedly higher in the cognitively impaired group than in the normal group (p < 0.05). DII was negatively correlated with the Z-score when combined with WBC, NE, and NAR (p < 0.05). After adjusting for all covariates, DII was positively correlated with SII in people with cognitive impairment (p < 0.05). Higher DII with NLR, NAR, SII, and SIRI all increased the risk of cognitive impairment (p < 0.05).
Conclusion: DII was positively correlated with blood inflammation indicators, and higher DII and blood inflammation indicators increased the risk of developing cognitive impairment.
Keywords: DII; NHANES; blood inflammation indicators; cognitive function; regression analysis.
Copyright © 2023 Li, Li, Shang, Zhuang, Yan, Chen and Lyu.
Conflict of interest statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Similar articles
-
The predictive role of composite inflammatory ratio parameters in the conscious awareness recovery after severe acute ischemic stroke: a retrospective cohort study.BMC Neurol. 2025 Mar 6;25(1):90. doi: 10.1186/s12883-024-04016-0. BMC Neurol. 2025. PMID: 40050808 Free PMC article.
-
Association of Dietary Inflammatory Potential with Blood Inflammation: The Prospective Markers on Mild Cognitive Impairment.Nutrients. 2022 Jun 10;14(12):2417. doi: 10.3390/nu14122417. Nutrients. 2022. PMID: 35745147 Free PMC article.
-
Association of systemic immune biomarkers with metabolic dysfunction-associated steatotic liver disease: a cross-sectional study of NHANES 2007-2018.Front Nutr. 2024 Sep 4;11:1415484. doi: 10.3389/fnut.2024.1415484. eCollection 2024. Front Nutr. 2024. PMID: 39296508 Free PMC article.
-
Unraveling the clinical significance and prognostic value of the neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, systemic immune-inflammation index, systemic inflammation response index, and delta neutrophil index: An extensive literature review.Turk J Emerg Med. 2024 Jan 8;24(1):8-19. doi: 10.4103/tjem.tjem_198_23. eCollection 2024 Jan-Mar. Turk J Emerg Med. 2024. PMID: 38343523 Free PMC article. Review.
-
Relationship between body fat ratio and inflammatory markers in a Chinese population of adult male smokers.Prev Med Rep. 2023 Sep 22;36:102441. doi: 10.1016/j.pmedr.2023.102441. eCollection 2023 Dec. Prev Med Rep. 2023. PMID: 37781105 Free PMC article. Review.
Cited by
-
Accelerated biological aging mediates the association between inflammatory markers with Helicobacter pylori infection and mortality.J Transl Med. 2025 Feb 10;23(1):174. doi: 10.1186/s12967-025-06189-9. J Transl Med. 2025. PMID: 39930506 Free PMC article.
-
Neutrophil-albumin ratio serves as a superior prognostic biomarker for traumatic brain injury.Sci Rep. 2024 Nov 11;14(1):27563. doi: 10.1038/s41598-024-78362-x. Sci Rep. 2024. PMID: 39528673 Free PMC article.
-
Dietary inflammatory index and its association with hematological inflammatory markers: a cross-sectional analysis in healthy and depressed individuals.BMC Nutr. 2025 Jul 10;11(1):137. doi: 10.1186/s40795-025-01118-x. BMC Nutr. 2025. PMID: 40635042 Free PMC article.
-
Association of dietary inflammatory index and systemic inflammatory markers with mortality risk in depressed adults: a mediation analysis of NHANES data.Front Nutr. 2024 Dec 11;11:1472616. doi: 10.3389/fnut.2024.1472616. eCollection 2024. Front Nutr. 2024. PMID: 39723161 Free PMC article.
-
Association between the neutrophil-to-lymphocyte ratio and cognitive impairment: a meta-analysis of observational studies.Front Endocrinol (Lausanne). 2023 Nov 28;14:1265637. doi: 10.3389/fendo.2023.1265637. eCollection 2023. Front Endocrinol (Lausanne). 2023. PMID: 38089627 Free PMC article.
References
-
- Aquilani R., Costa A., Maestri R., Cotta Ramusino M., Pierobon A., Dossena M., et al. (2020). Mini nutritional assessment may identify a dual pattern of perturbed plasma amino acids in patients with Alzheimer’s disease: A window to metabolic and physical rehabilitation? Nutrients 12:1845. 10.3390/nu12061845 - DOI - PMC - PubMed
-
- Brody D. J., Kramarow E. A., Taylor C. A., Mcguire L. C. (2019). Cognitive performance in adults aged 60 and over: National health and nutrition examination survey, 2011-2014. Natl Health Stat. Report. 126 1–23. - PubMed
LinkOut - more resources
Full Text Sources