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      The mediating effect of allostatic load on the association between life course socioeconomic disadvantage and chronic pain: a prospective finding from the National Survey of Midlife Development in the United States

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          Abstract

          Background

          Socioeconomic disadvantages (SEDs) are associated with chronic pain (CP) and allostatic load (AL). Few prospective population-based studies have examined the relationship between life course SED, CP interference, and CP widespreadness, and there is no prospective population-based study on whether AL mediates the association between SED and CP.

          Objective

          In this study, we investigated whether the prospective effect of SED on CP at Midlife in the United States (MIDUS) 3 is consistent with the accumulation of risk model and social mobility model, using the National Survey of MIDUS ( n = 593). To prepare for the mediation analysis, we tested (1) whether SED would be prospectively associated with AL in the MIDUS 2 biomarker project, (2) whether AL would be prospectively associated with CP, and (3) whether childhood, as a critical period, moderated the association between AL and CP. In addition, the mediating effect of AL on the association between SED and CP was examined.

          Method

          SED was measured using cumulative scores and disadvantage trajectories derived from latent class trajectory modeling (LCTM). After multiple imputations, analyses were conducted using multinomial logistic regression for CP and negative binomial regression for AL, respectively. Finally, mediation analyses and moderated mediation analyses were performed.

          Results

          LCTM identified three SED trajectories, namely, constant low, high to low, and medium to high. The results showed that proximal cumulative SED was associated with high-interference CP. Furthermore, compared with the group with constant low SED, the group with medium-to-high SED was significantly associated with high-interference pain and experienced pain in at least three different sites. Cumulative SED and deteriorating SED trajectories were associated with higher AL, consistent with previous studies. Furthermore, childhood SED moderated the effect of AL on CP widespreadness and unexpectedly demonstrated a protective effect, while other associations between AL and CP were not significant. Subsequent mediation analysis did not yield statistically significant evidence.

          Conclusions

          People who experienced more recent SED or increasing disadvantage throughout their lives were more likely to suffer from CP, and this association was not mediated by physiological system dysregulation caused by chronic stress. Therefore, measures to alleviate AL may not be effective in protecting socioeconomically disadvantaged populations from CP.

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          mice: Multivariate Imputation by Chained Equations inR

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            Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls

            Most studies have some missing data. Jonathan Sterne and colleagues describe the appropriate use and reporting of the multiple imputation approach to dealing with them
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              mediation:RPackage for Causal Mediation Analysis

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                Author and article information

                Contributors
                Journal
                Front Pain Res (Lausanne)
                Front Pain Res (Lausanne)
                Front. Pain Res.
                Frontiers in Pain Research
                Frontiers Media S.A.
                2673-561X
                2673-561X
                13 July 2023
                2023
                : 4
                : 1213750
                Affiliations
                Institute for Social and Economic Research, University of Essex , Colchester, United Kingdom
                Author notes

                Edited by: Fabien Marchand, INSERM U1107 Douleur et Biophysique Neurosensorielle (Neuro-Dol), France

                Reviewed by: Dokyoung Sophia You, Stanford University, United States Dakota Witzel, The Pennsylvania State University (PSU), United States

                [* ] Correspondence: Yunlong Liang yunlong.liang@ 123456essex.ac.uk
                Article
                10.3389/fpain.2023.1213750
                10374263
                b2aeca9d-dc07-4a5c-b58e-b8a56c0fb74b
                © 2023 Liang.

                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.

                History
                : 28 April 2023
                : 26 June 2023
                Page count
                Figures: 2, Tables: 6, Equations: 0, References: 93, Pages: 0, Words: 0
                Categories
                Pain Research
                Original Research
                Custom metadata
                Pain Mechanisms

                life course socioeconomic disadvantages,chronic pain,allostatic load,biomarkers,mediation analysis,resilience

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