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Exploring Associations between C-Reactive Protein and Self-Reported Interoception in Major Depressive Disorder: A Bayesian Analysis
Major depressive disorder (MDD) is associated with dysfunctional self-reported interoception (i.e., abnormal perception of the body’s physiological state) and systemic inflammation, both of which adversely affect treatment response. In this study, we explored associations between C-reactive protein...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9954036/ https://www.ncbi.nlm.nih.gov/pubmed/36831896 http://dx.doi.org/10.3390/brainsci13020353 |
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author | Eggart, Michael Valdés-Stauber, Juan Müller-Oerlinghausen, Bruno Heinze, Martin |
author_facet | Eggart, Michael Valdés-Stauber, Juan Müller-Oerlinghausen, Bruno Heinze, Martin |
author_sort | Eggart, Michael |
collection | PubMed |
description | Major depressive disorder (MDD) is associated with dysfunctional self-reported interoception (i.e., abnormal perception of the body’s physiological state) and systemic inflammation, both of which adversely affect treatment response. In this study, we explored associations between C-reactive protein (CRP) and self-reported interoception, to gain more insight into the pathophysiology of interoceptive impairments in MDD. We also aimed to replicate previous findings on the associations of depression and fatigue severity with CRP. The study included 97 depressed individuals, who completed self-administered questionnaires (Multidimensional Assessment of Interoceptive Awareness (MAIA-2); Beck Depression Inventory-II, Multidimensional Fatigue Inventory). CRP concentrations were analyzed in the serum using a particle-enhanced turbidimetric immunoassay. We applied Bayesian inference to estimate robust effect parameters from posterior distributions based on MCMC sampling, and computed Bayes factors (BF(10)) as indices of relative evidence. The bivariate analysis supported evidence against associations between CRP and self-reported interoception (BF(10) ≤ 0.32), except for one dimension (Not-Distracting: r = 0.11, BF(10) > 0.43, absence of evidence). Positive correlations with overall depression (r = 0.21, BF(10) = 3.19), physical fatigue (r = 0.28, BF(10) = 20.64), and reduced activity (r = 0.22, BF(10) = 4.67) were found. The multivariate analysis showed moderate evidence that low-grade inflammation predicted higher scores on the MAIA-2 Not-Worrying scale (β = 0.28, BF(10) = 3.97), after controlling for relevant confounders. Inflammatory responses, as measured by CRP, may not be involved in the pathophysiology of dysfunctional self-reported interoception. However, systemic low-grade inflammation could potentially exert a protective effect against worries about pain or discomfort sensations. An immunological involvement in interoceptive impairments cannot be ruled out until future studies considering additional biomarkers of inflammation replicate our findings. |
format | Online Article Text |
id | pubmed-9954036 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99540362023-02-25 Exploring Associations between C-Reactive Protein and Self-Reported Interoception in Major Depressive Disorder: A Bayesian Analysis Eggart, Michael Valdés-Stauber, Juan Müller-Oerlinghausen, Bruno Heinze, Martin Brain Sci Article Major depressive disorder (MDD) is associated with dysfunctional self-reported interoception (i.e., abnormal perception of the body’s physiological state) and systemic inflammation, both of which adversely affect treatment response. In this study, we explored associations between C-reactive protein (CRP) and self-reported interoception, to gain more insight into the pathophysiology of interoceptive impairments in MDD. We also aimed to replicate previous findings on the associations of depression and fatigue severity with CRP. The study included 97 depressed individuals, who completed self-administered questionnaires (Multidimensional Assessment of Interoceptive Awareness (MAIA-2); Beck Depression Inventory-II, Multidimensional Fatigue Inventory). CRP concentrations were analyzed in the serum using a particle-enhanced turbidimetric immunoassay. We applied Bayesian inference to estimate robust effect parameters from posterior distributions based on MCMC sampling, and computed Bayes factors (BF(10)) as indices of relative evidence. The bivariate analysis supported evidence against associations between CRP and self-reported interoception (BF(10) ≤ 0.32), except for one dimension (Not-Distracting: r = 0.11, BF(10) > 0.43, absence of evidence). Positive correlations with overall depression (r = 0.21, BF(10) = 3.19), physical fatigue (r = 0.28, BF(10) = 20.64), and reduced activity (r = 0.22, BF(10) = 4.67) were found. The multivariate analysis showed moderate evidence that low-grade inflammation predicted higher scores on the MAIA-2 Not-Worrying scale (β = 0.28, BF(10) = 3.97), after controlling for relevant confounders. Inflammatory responses, as measured by CRP, may not be involved in the pathophysiology of dysfunctional self-reported interoception. However, systemic low-grade inflammation could potentially exert a protective effect against worries about pain or discomfort sensations. An immunological involvement in interoceptive impairments cannot be ruled out until future studies considering additional biomarkers of inflammation replicate our findings. MDPI 2023-02-18 /pmc/articles/PMC9954036/ /pubmed/36831896 http://dx.doi.org/10.3390/brainsci13020353 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 Eggart, Michael Valdés-Stauber, Juan Müller-Oerlinghausen, Bruno Heinze, Martin Exploring Associations between C-Reactive Protein and Self-Reported Interoception in Major Depressive Disorder: A Bayesian Analysis |
title | Exploring Associations between C-Reactive Protein and Self-Reported Interoception in Major Depressive Disorder: A Bayesian Analysis |
title_full | Exploring Associations between C-Reactive Protein and Self-Reported Interoception in Major Depressive Disorder: A Bayesian Analysis |
title_fullStr | Exploring Associations between C-Reactive Protein and Self-Reported Interoception in Major Depressive Disorder: A Bayesian Analysis |
title_full_unstemmed | Exploring Associations between C-Reactive Protein and Self-Reported Interoception in Major Depressive Disorder: A Bayesian Analysis |
title_short | Exploring Associations between C-Reactive Protein and Self-Reported Interoception in Major Depressive Disorder: A Bayesian Analysis |
title_sort | exploring associations between c-reactive protein and self-reported interoception in major depressive disorder: a bayesian analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9954036/ https://www.ncbi.nlm.nih.gov/pubmed/36831896 http://dx.doi.org/10.3390/brainsci13020353 |
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