Assessing the Biological Mechanisms Linking Smoking Behavior and Cognitive Function: A Mediation Analysis of Untargeted Metabolomics

Author:

Choi Jerome J.1ORCID,Koscik Rebecca L.23,Jonaitis Erin M.23,Panyard Daniel J.4ORCID,Morrow Autumn R.1ORCID,Johnson Sterling C.2356,Engelman Corinne D.1ORCID,Schmitz Lauren L.7

Affiliation:

1. Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI 53726, USA

2. Wisconsin Alzheimer’s Institute, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI 53726, USA

3. Wisconsin Alzheimer’s Disease Research Center, University of Wisconsin-Madison, Madison, WI 53792, USA

4. Department of Genetics, School of Medicine, Stanford University, Palo Alto, CA 94305, USA

5. William S. Middleton Memorial Veterans Hospital, Middleton, WI 53705, USA

6. Department of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI 53792, USA

7. La Follette School of Public Affairs, University of Wisconsin-Madison, Madison, WI 53706, USA

Abstract

(1) Smoking is the most significant preventable health hazard in the modern world. It increases the risk of vascular problems, which are also risk factors for dementia. In addition, toxins in cigarettes increase oxidative stress and inflammation, which have both been linked to the development of Alzheimer’s disease and related dementias (ADRD). This study identified potential mechanisms of the smoking–cognitive function relationship using metabolomics data from the longitudinal Wisconsin Registry for Alzheimer’s Prevention (WRAP). (2) 1266 WRAP participants were included to assess the association between smoking status and four cognitive composite scores. Next, untargeted metabolomic data were used to assess the relationships between smoking and metabolites. Metabolites significantly associated with smoking were then tested for association with cognitive composite scores. Total effect models and mediation models were used to explore the role of metabolites in smoking-cognitive function pathways. (3) Plasma N-acetylneuraminate was associated with smoking status Preclinical Alzheimer Cognitive Composite 3 (PACC3) and Immediate Learning (IMM). N-acetylneuraminate mediated 12% of the smoking-PACC3 relationship and 13% of the smoking-IMM relationship. (4) These findings provide links between previous studies that can enhance our understanding of potential biological pathways between smoking and cognitive function.

Publisher

MDPI AG

Subject

Molecular Biology,Biochemistry,Endocrinology, Diabetes and Metabolism

Reference49 articles.

1. Centers for Disease Control and Prevention (2023, October 14). Smoking & Tobacco Use. Fast Facts, Available online: https://www.cdc.gov/tobacco/data_statistics/fact_sheets/fast_facts/index.htm#beginning.

2. Bonnie, R.J., Stratton, K., and Kwan, L.Y. (2023, October 14). Board on Population Health and Public Health Practice; Institute of Medicine, Public Health Implications of Raising the Minimum Age of Legal Access to Tobacco Products, Available online: https://www.ncbi.nlm.nih.gov/books/NBK310413/.

3. McKenzie, J., Bhatti, L., and Tursan d’Espaignet, E. (2023, October 14). WHO Tobacco Knowledge Summaries: Tobacco and dementia. Available online: https://apps.who.int/iris/bitstream/handle/10665/128041/WHO_NMH_PND_CIC_TKS_14.1_eng.pdf.

4. Amidfar, M., Askari, G., and Kim, Y.-K. (2023). Association of metabolic dysfunction with cognitive decline and Alzheimer’s disease: A review of metabolomic evidence. Prog. Neuropsychopharmacol. Biol. Psychiatry, 128.

5. Identification of plasma metabolites associated with modifiable risk factors and endophenotypes reflecting Alzheimer’s disease pathology;Dong;Eur. J. Epidemiol.,2023

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