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Depressive symptoms predict longitudinal changes of chronic inflammation at the transition to adulthood
BACKGROUND: Inflammation is closely related to poor mental and physical health, including depressive symptoms and its specific symptoms. To reveal the linear and nonlinear relationships between depressive symptoms and chronic inflammation levels, and perform further analysis of the associations betw...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9846044/ https://www.ncbi.nlm.nih.gov/pubmed/36685498 http://dx.doi.org/10.3389/fimmu.2022.1036739 |
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author | Zhai, Shuang Qu, Yang Zhang, Dan Li, Tingting Xie, Yang Wu, Xiaoyan Zou, Liwei Yang, Yajuan Tao, Fangbiao Tao, Shuman |
author_facet | Zhai, Shuang Qu, Yang Zhang, Dan Li, Tingting Xie, Yang Wu, Xiaoyan Zou, Liwei Yang, Yajuan Tao, Fangbiao Tao, Shuman |
author_sort | Zhai, Shuang |
collection | PubMed |
description | BACKGROUND: Inflammation is closely related to poor mental and physical health, including depressive symptoms and its specific symptoms. To reveal the linear and nonlinear relationships between depressive symptoms and chronic inflammation levels, and perform further analysis of the associations between symptom-specificity of depressive symptoms and inflammation among young adults by using a prospective design. METHODS: In this longitudinal study, we examined college students recruited from two universities in China, who were examined at baseline and 2-years follow-up. Depressive symptoms were measured by applying the Patient Health Questionnaire 9 (PHQ-9) at baseline. Plasma levels of four inflammatory biomarkers, including interleukin-6 (IL-6), interleukin-1β (IL-1β), tumor necrosis factor-α (TNF-α), and C reactive protein (CRP) were assayed at baseline and 2-year follow-up. In addition to the conventional generalized linear models, as well as restricted cubic splines were innovatively used to analyze the cross-sectional and longitudinal nonlinear relationships between depressive symptoms and inflammatory biomarkers. RESULTS: Generalized linear model analysis revealed that there were no statistical associations between depressive symptoms and any inflammatory biomarker levels. The results of the restricted cubic spline demonstrated a U-shaped nonlinear association between depressive symptoms and ΔIL-1β or ΔTNF-α (changes in baseline and 2-year follow-up), but these associations disappeared after adjusting the confounders. Symptom-specificity of depressive symptoms such as sleeping problems and suicidal ideation were associated with lower IL-1β at baseline or changes in IL-1β levels. Sleeping problems and psychomotor changes at baseline were associated with higher CRP at 2-year follow-up. Suicidal ideation at baseline was associated with changes in TNF-α levels. CONCLUSION: Our findings suggested that symptom-specificity of depressive symptoms was associated with inflammation during a 2-year follow-up at the transition to adulthood. Simultaneously, more research is warranted to seek the directionality of depressive symptoms and chronic inflammation. |
format | Online Article Text |
id | pubmed-9846044 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98460442023-01-19 Depressive symptoms predict longitudinal changes of chronic inflammation at the transition to adulthood Zhai, Shuang Qu, Yang Zhang, Dan Li, Tingting Xie, Yang Wu, Xiaoyan Zou, Liwei Yang, Yajuan Tao, Fangbiao Tao, Shuman Front Immunol Immunology BACKGROUND: Inflammation is closely related to poor mental and physical health, including depressive symptoms and its specific symptoms. To reveal the linear and nonlinear relationships between depressive symptoms and chronic inflammation levels, and perform further analysis of the associations between symptom-specificity of depressive symptoms and inflammation among young adults by using a prospective design. METHODS: In this longitudinal study, we examined college students recruited from two universities in China, who were examined at baseline and 2-years follow-up. Depressive symptoms were measured by applying the Patient Health Questionnaire 9 (PHQ-9) at baseline. Plasma levels of four inflammatory biomarkers, including interleukin-6 (IL-6), interleukin-1β (IL-1β), tumor necrosis factor-α (TNF-α), and C reactive protein (CRP) were assayed at baseline and 2-year follow-up. In addition to the conventional generalized linear models, as well as restricted cubic splines were innovatively used to analyze the cross-sectional and longitudinal nonlinear relationships between depressive symptoms and inflammatory biomarkers. RESULTS: Generalized linear model analysis revealed that there were no statistical associations between depressive symptoms and any inflammatory biomarker levels. The results of the restricted cubic spline demonstrated a U-shaped nonlinear association between depressive symptoms and ΔIL-1β or ΔTNF-α (changes in baseline and 2-year follow-up), but these associations disappeared after adjusting the confounders. Symptom-specificity of depressive symptoms such as sleeping problems and suicidal ideation were associated with lower IL-1β at baseline or changes in IL-1β levels. Sleeping problems and psychomotor changes at baseline were associated with higher CRP at 2-year follow-up. Suicidal ideation at baseline was associated with changes in TNF-α levels. CONCLUSION: Our findings suggested that symptom-specificity of depressive symptoms was associated with inflammation during a 2-year follow-up at the transition to adulthood. Simultaneously, more research is warranted to seek the directionality of depressive symptoms and chronic inflammation. Frontiers Media S.A. 2023-01-04 /pmc/articles/PMC9846044/ /pubmed/36685498 http://dx.doi.org/10.3389/fimmu.2022.1036739 Text en Copyright © 2023 Zhai, Qu, Zhang, Li, Xie, Wu, Zou, Yang, Tao and Tao https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Zhai, Shuang Qu, Yang Zhang, Dan Li, Tingting Xie, Yang Wu, Xiaoyan Zou, Liwei Yang, Yajuan Tao, Fangbiao Tao, Shuman Depressive symptoms predict longitudinal changes of chronic inflammation at the transition to adulthood |
title | Depressive symptoms predict longitudinal changes of chronic inflammation at the transition to adulthood |
title_full | Depressive symptoms predict longitudinal changes of chronic inflammation at the transition to adulthood |
title_fullStr | Depressive symptoms predict longitudinal changes of chronic inflammation at the transition to adulthood |
title_full_unstemmed | Depressive symptoms predict longitudinal changes of chronic inflammation at the transition to adulthood |
title_short | Depressive symptoms predict longitudinal changes of chronic inflammation at the transition to adulthood |
title_sort | depressive symptoms predict longitudinal changes of chronic inflammation at the transition to adulthood |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9846044/ https://www.ncbi.nlm.nih.gov/pubmed/36685498 http://dx.doi.org/10.3389/fimmu.2022.1036739 |
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