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Methodological and conceptual complexities of assessing relationships between single-occasion CRP inflammation and daily affect

Inflammation is commonly implicated in sustained levels of depressed mood, chiefly with concurrent measures. There is a dearth of research on understanding how mood-inflammation relationships change on a day-to-day timescale. Determining how inflammation and mood may fluctuate and interact with each...

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Autores principales: Winter, Taylor, Riordan, Benjamin C., Conner, Tamlin S., Jose, Paul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8474664/
https://www.ncbi.nlm.nih.gov/pubmed/34589755
http://dx.doi.org/10.1016/j.bbih.2021.100240
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author Winter, Taylor
Riordan, Benjamin C.
Conner, Tamlin S.
Jose, Paul
author_facet Winter, Taylor
Riordan, Benjamin C.
Conner, Tamlin S.
Jose, Paul
author_sort Winter, Taylor
collection PubMed
description Inflammation is commonly implicated in sustained levels of depressed mood, chiefly with concurrent measures. There is a dearth of research on understanding how mood-inflammation relationships change on a day-to-day timescale. Determining how inflammation and mood may fluctuate and interact with each other is imperative to determining which pathways may lead to a depressed mood due to inflammation, and, more broadly, which factors induce inflammation in the first place. Therefore, we explored a means of elucidating the nature of mood-inflammation relationships using daily measures of mood and a single time-point measure of inflammation, C-Reactive Protein (CRP). We predicted that the relationship between affect and this measure of inflammation would be time-invariant because of evidence suggesting factors contributing to inflammation are persistent over time, such as obesity or poor gut-microbiome health. Our sample consisted of 1397 young adult participants who completed daily surveys for thirteen days and provided a blood sample for CRP measurement once at the conclusion of the study. A Bayesian multivariate regression model was performed to determine how daily levels of positive and negative mood could be predicted by this single time-point measure of inflammation. As part of our analysis, we sought to control for two key moderators, BMI and physical activity. Results indicated that moderate levels of inflammation were not associated with poor mood when the individual exercised. We also determined that high BMI participants exhibited a greater impact of inflammation on their mood relative to low BMI participants. However, contrary to our primary prediction that this mood-inflammation relationship would be time-invariant, we did indeed find that the relationship was time-variant. This result indicated that research examining associations involving inflammation daily will be required to understand which causative factors may contribute to fluctuations of a mood-inflammation relationship on a daily basis.
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spelling pubmed-84746642021-09-28 Methodological and conceptual complexities of assessing relationships between single-occasion CRP inflammation and daily affect Winter, Taylor Riordan, Benjamin C. Conner, Tamlin S. Jose, Paul Brain Behav Immun Health Full Length Article Inflammation is commonly implicated in sustained levels of depressed mood, chiefly with concurrent measures. There is a dearth of research on understanding how mood-inflammation relationships change on a day-to-day timescale. Determining how inflammation and mood may fluctuate and interact with each other is imperative to determining which pathways may lead to a depressed mood due to inflammation, and, more broadly, which factors induce inflammation in the first place. Therefore, we explored a means of elucidating the nature of mood-inflammation relationships using daily measures of mood and a single time-point measure of inflammation, C-Reactive Protein (CRP). We predicted that the relationship between affect and this measure of inflammation would be time-invariant because of evidence suggesting factors contributing to inflammation are persistent over time, such as obesity or poor gut-microbiome health. Our sample consisted of 1397 young adult participants who completed daily surveys for thirteen days and provided a blood sample for CRP measurement once at the conclusion of the study. A Bayesian multivariate regression model was performed to determine how daily levels of positive and negative mood could be predicted by this single time-point measure of inflammation. As part of our analysis, we sought to control for two key moderators, BMI and physical activity. Results indicated that moderate levels of inflammation were not associated with poor mood when the individual exercised. We also determined that high BMI participants exhibited a greater impact of inflammation on their mood relative to low BMI participants. However, contrary to our primary prediction that this mood-inflammation relationship would be time-invariant, we did indeed find that the relationship was time-variant. This result indicated that research examining associations involving inflammation daily will be required to understand which causative factors may contribute to fluctuations of a mood-inflammation relationship on a daily basis. Elsevier 2021-03-10 /pmc/articles/PMC8474664/ /pubmed/34589755 http://dx.doi.org/10.1016/j.bbih.2021.100240 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Full Length Article
Winter, Taylor
Riordan, Benjamin C.
Conner, Tamlin S.
Jose, Paul
Methodological and conceptual complexities of assessing relationships between single-occasion CRP inflammation and daily affect
title Methodological and conceptual complexities of assessing relationships between single-occasion CRP inflammation and daily affect
title_full Methodological and conceptual complexities of assessing relationships between single-occasion CRP inflammation and daily affect
title_fullStr Methodological and conceptual complexities of assessing relationships between single-occasion CRP inflammation and daily affect
title_full_unstemmed Methodological and conceptual complexities of assessing relationships between single-occasion CRP inflammation and daily affect
title_short Methodological and conceptual complexities of assessing relationships between single-occasion CRP inflammation and daily affect
title_sort methodological and conceptual complexities of assessing relationships between single-occasion crp inflammation and daily affect
topic Full Length Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8474664/
https://www.ncbi.nlm.nih.gov/pubmed/34589755
http://dx.doi.org/10.1016/j.bbih.2021.100240
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