Cargando…

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

(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 Alz...

Descripción completa

Detalles Bibliográficos
Autores principales: Choi, Jerome J., Koscik, Rebecca L., Jonaitis, Erin M., Panyard, Daniel J., Morrow, Autumn R., Johnson, Sterling C., Engelman, Corinne D., Schmitz, Lauren L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10673384/
https://www.ncbi.nlm.nih.gov/pubmed/37999250
http://dx.doi.org/10.3390/metabo13111154
_version_ 1785149603319906304
author Choi, Jerome J.
Koscik, Rebecca L.
Jonaitis, Erin M.
Panyard, Daniel J.
Morrow, Autumn R.
Johnson, Sterling C.
Engelman, Corinne D.
Schmitz, Lauren L.
author_facet Choi, Jerome J.
Koscik, Rebecca L.
Jonaitis, Erin M.
Panyard, Daniel J.
Morrow, Autumn R.
Johnson, Sterling C.
Engelman, Corinne D.
Schmitz, Lauren L.
author_sort Choi, Jerome J.
collection PubMed
description (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.
format Online
Article
Text
id pubmed-10673384
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-106733842023-11-16 Assessing the Biological Mechanisms Linking Smoking Behavior and Cognitive Function: A Mediation Analysis of Untargeted Metabolomics Choi, Jerome J. Koscik, Rebecca L. Jonaitis, Erin M. Panyard, Daniel J. Morrow, Autumn R. Johnson, Sterling C. Engelman, Corinne D. Schmitz, Lauren L. Metabolites Article (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. MDPI 2023-11-16 /pmc/articles/PMC10673384/ /pubmed/37999250 http://dx.doi.org/10.3390/metabo13111154 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Choi, Jerome J.
Koscik, Rebecca L.
Jonaitis, Erin M.
Panyard, Daniel J.
Morrow, Autumn R.
Johnson, Sterling C.
Engelman, Corinne D.
Schmitz, Lauren L.
Assessing the Biological Mechanisms Linking Smoking Behavior and Cognitive Function: A Mediation Analysis of Untargeted Metabolomics
title Assessing the Biological Mechanisms Linking Smoking Behavior and Cognitive Function: A Mediation Analysis of Untargeted Metabolomics
title_full Assessing the Biological Mechanisms Linking Smoking Behavior and Cognitive Function: A Mediation Analysis of Untargeted Metabolomics
title_fullStr Assessing the Biological Mechanisms Linking Smoking Behavior and Cognitive Function: A Mediation Analysis of Untargeted Metabolomics
title_full_unstemmed Assessing the Biological Mechanisms Linking Smoking Behavior and Cognitive Function: A Mediation Analysis of Untargeted Metabolomics
title_short Assessing the Biological Mechanisms Linking Smoking Behavior and Cognitive Function: A Mediation Analysis of Untargeted Metabolomics
title_sort assessing the biological mechanisms linking smoking behavior and cognitive function: a mediation analysis of untargeted metabolomics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10673384/
https://www.ncbi.nlm.nih.gov/pubmed/37999250
http://dx.doi.org/10.3390/metabo13111154
work_keys_str_mv AT choijeromej assessingthebiologicalmechanismslinkingsmokingbehaviorandcognitivefunctionamediationanalysisofuntargetedmetabolomics
AT koscikrebeccal assessingthebiologicalmechanismslinkingsmokingbehaviorandcognitivefunctionamediationanalysisofuntargetedmetabolomics
AT jonaitiserinm assessingthebiologicalmechanismslinkingsmokingbehaviorandcognitivefunctionamediationanalysisofuntargetedmetabolomics
AT panyarddanielj assessingthebiologicalmechanismslinkingsmokingbehaviorandcognitivefunctionamediationanalysisofuntargetedmetabolomics
AT morrowautumnr assessingthebiologicalmechanismslinkingsmokingbehaviorandcognitivefunctionamediationanalysisofuntargetedmetabolomics
AT johnsonsterlingc assessingthebiologicalmechanismslinkingsmokingbehaviorandcognitivefunctionamediationanalysisofuntargetedmetabolomics
AT engelmancorinned assessingthebiologicalmechanismslinkingsmokingbehaviorandcognitivefunctionamediationanalysisofuntargetedmetabolomics
AT schmitzlaurenl assessingthebiologicalmechanismslinkingsmokingbehaviorandcognitivefunctionamediationanalysisofuntargetedmetabolomics