Patterning of educational attainment across inflammatory markers: Findings from a multi-cohort study

Detalhes bibliográficos
Autor(a) principal: Maurel, M
Data de Publicação: 2020
Outros Autores: Castagné, R, Berger, E, Bochud, M, Chadeau-Hyam, M, Fraga, S, Gandini, M, Hutri-Kähönen, N, Jalkanen, S, Kivimäki, M, Marmot, M, McCrory, C, Preisig, M, Raitakari, O, Ricceri, F, Salmi, M, Steptoe, A, Vineis, P, Delpierre, C, Kelly-Irving, M
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/10216/143144
Resumo: Background. Evidence suggests that the inflammatory reaction, an adaptive response triggered by a variety of harmful stimuli and conditions involved in the risk and development of many chronic diseases, is a potential pathway through which the socioeconomic environment is biologically embedded. Difficulty in interpreting the role of the inflammatory system in the embodiment dynamic arises because of heterogeneity across studies that use a limited but varied number of inflammatory markers. There is no consensus in the literature as to which inflammatory markers beyond the C-reactive protein and to a lesser extent interleukin 6 are related to the social environment. Accordingly, we aimed to investigate the association between educational attainment, and several markers of inflammation – C-reactive protein, fibrinogen, interleukin 6, interleukin 1β and tumor necrosis factor α– in 6 European cohort studies. Methods. Up to 17,470 participants from six European cohort studies with data on educational attainment, health behaviors and lifestyle factors, and at least two different inflammatory markers. Four sub-datasets were drawn with varying numbers of participants to allow pairwise comparison of the social patterning of C-reactive protein and any other inflammatory markers. To evaluate within each sub-dataset the importance of the context and cohort specificities, linear regression-based analyses were performed separately for each cohort and combined in a random effect meta-analysis to determine the relationship between educational attainment and inflammation. Results. We found that the magnitude of the relationship between educational attainment and five inflammatory biomarkers (C-reactive protein, fibrinogen, interleukin 6 and 1β and tumor necrosis factor α) was variable. By far the most socially patterned biomarker was C-reactive protein, followed by fibrinogen and to lesser extent interleukin 6, where a low educational attainment was associated with higher inflammation even after adjusting for health behaviours and body mass index. No association was found with interleukin 1β and tumor necrosis factor α. Conclusions. Our study suggests different educational patterning of inflammatory biomarkers. Further large-scale research is needed to explore social differences in the inflammatory cascade in greater detail and the extent to which these differences contribute to social inequalities in health.
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spelling Patterning of educational attainment across inflammatory markers: Findings from a multi-cohort studyInflammationCohort studiesEducational levelSocial inequalities in healthBackground. Evidence suggests that the inflammatory reaction, an adaptive response triggered by a variety of harmful stimuli and conditions involved in the risk and development of many chronic diseases, is a potential pathway through which the socioeconomic environment is biologically embedded. Difficulty in interpreting the role of the inflammatory system in the embodiment dynamic arises because of heterogeneity across studies that use a limited but varied number of inflammatory markers. There is no consensus in the literature as to which inflammatory markers beyond the C-reactive protein and to a lesser extent interleukin 6 are related to the social environment. Accordingly, we aimed to investigate the association between educational attainment, and several markers of inflammation – C-reactive protein, fibrinogen, interleukin 6, interleukin 1β and tumor necrosis factor α– in 6 European cohort studies. Methods. Up to 17,470 participants from six European cohort studies with data on educational attainment, health behaviors and lifestyle factors, and at least two different inflammatory markers. Four sub-datasets were drawn with varying numbers of participants to allow pairwise comparison of the social patterning of C-reactive protein and any other inflammatory markers. To evaluate within each sub-dataset the importance of the context and cohort specificities, linear regression-based analyses were performed separately for each cohort and combined in a random effect meta-analysis to determine the relationship between educational attainment and inflammation. Results. We found that the magnitude of the relationship between educational attainment and five inflammatory biomarkers (C-reactive protein, fibrinogen, interleukin 6 and 1β and tumor necrosis factor α) was variable. By far the most socially patterned biomarker was C-reactive protein, followed by fibrinogen and to lesser extent interleukin 6, where a low educational attainment was associated with higher inflammation even after adjusting for health behaviours and body mass index. No association was found with interleukin 1β and tumor necrosis factor α. Conclusions. Our study suggests different educational patterning of inflammatory biomarkers. Further large-scale research is needed to explore social differences in the inflammatory cascade in greater detail and the extent to which these differences contribute to social inequalities in health.Elsevier20202020-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/10216/143144eng0889-159110.1016/j.bbi.2020.09.002Maurel, MCastagné, RBerger, EBochud, MChadeau-Hyam, MFraga, SGandini, MHutri-Kähönen, NJalkanen, SKivimäki, MMarmot, MMcCrory, CPreisig, MRaitakari, ORicceri, FSalmi, MSteptoe, AVineis, PDelpierre, CKelly-Irving, Minfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-29T15:41:02Zoai:repositorio-aberto.up.pt:10216/143144Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T00:29:37.493110Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Patterning of educational attainment across inflammatory markers: Findings from a multi-cohort study
title Patterning of educational attainment across inflammatory markers: Findings from a multi-cohort study
spellingShingle Patterning of educational attainment across inflammatory markers: Findings from a multi-cohort study
Maurel, M
Inflammation
Cohort studies
Educational level
Social inequalities in health
title_short Patterning of educational attainment across inflammatory markers: Findings from a multi-cohort study
title_full Patterning of educational attainment across inflammatory markers: Findings from a multi-cohort study
title_fullStr Patterning of educational attainment across inflammatory markers: Findings from a multi-cohort study
title_full_unstemmed Patterning of educational attainment across inflammatory markers: Findings from a multi-cohort study
title_sort Patterning of educational attainment across inflammatory markers: Findings from a multi-cohort study
author Maurel, M
author_facet Maurel, M
Castagné, R
Berger, E
Bochud, M
Chadeau-Hyam, M
Fraga, S
Gandini, M
Hutri-Kähönen, N
Jalkanen, S
Kivimäki, M
Marmot, M
McCrory, C
Preisig, M
Raitakari, O
Ricceri, F
Salmi, M
Steptoe, A
Vineis, P
Delpierre, C
Kelly-Irving, M
author_role author
author2 Castagné, R
Berger, E
Bochud, M
Chadeau-Hyam, M
Fraga, S
Gandini, M
Hutri-Kähönen, N
Jalkanen, S
Kivimäki, M
Marmot, M
McCrory, C
Preisig, M
Raitakari, O
Ricceri, F
Salmi, M
Steptoe, A
Vineis, P
Delpierre, C
Kelly-Irving, M
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Maurel, M
Castagné, R
Berger, E
Bochud, M
Chadeau-Hyam, M
Fraga, S
Gandini, M
Hutri-Kähönen, N
Jalkanen, S
Kivimäki, M
Marmot, M
McCrory, C
Preisig, M
Raitakari, O
Ricceri, F
Salmi, M
Steptoe, A
Vineis, P
Delpierre, C
Kelly-Irving, M
dc.subject.por.fl_str_mv Inflammation
Cohort studies
Educational level
Social inequalities in health
topic Inflammation
Cohort studies
Educational level
Social inequalities in health
description Background. Evidence suggests that the inflammatory reaction, an adaptive response triggered by a variety of harmful stimuli and conditions involved in the risk and development of many chronic diseases, is a potential pathway through which the socioeconomic environment is biologically embedded. Difficulty in interpreting the role of the inflammatory system in the embodiment dynamic arises because of heterogeneity across studies that use a limited but varied number of inflammatory markers. There is no consensus in the literature as to which inflammatory markers beyond the C-reactive protein and to a lesser extent interleukin 6 are related to the social environment. Accordingly, we aimed to investigate the association between educational attainment, and several markers of inflammation – C-reactive protein, fibrinogen, interleukin 6, interleukin 1β and tumor necrosis factor α– in 6 European cohort studies. Methods. Up to 17,470 participants from six European cohort studies with data on educational attainment, health behaviors and lifestyle factors, and at least two different inflammatory markers. Four sub-datasets were drawn with varying numbers of participants to allow pairwise comparison of the social patterning of C-reactive protein and any other inflammatory markers. To evaluate within each sub-dataset the importance of the context and cohort specificities, linear regression-based analyses were performed separately for each cohort and combined in a random effect meta-analysis to determine the relationship between educational attainment and inflammation. Results. We found that the magnitude of the relationship between educational attainment and five inflammatory biomarkers (C-reactive protein, fibrinogen, interleukin 6 and 1β and tumor necrosis factor α) was variable. By far the most socially patterned biomarker was C-reactive protein, followed by fibrinogen and to lesser extent interleukin 6, where a low educational attainment was associated with higher inflammation even after adjusting for health behaviours and body mass index. No association was found with interleukin 1β and tumor necrosis factor α. Conclusions. Our study suggests different educational patterning of inflammatory biomarkers. Further large-scale research is needed to explore social differences in the inflammatory cascade in greater detail and the extent to which these differences contribute to social inequalities in health.
publishDate 2020
dc.date.none.fl_str_mv 2020
2020-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/10216/143144
url https://hdl.handle.net/10216/143144
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0889-1591
10.1016/j.bbi.2020.09.002
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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