Liang Yunlong
Institute for Social and Economic Research, University of Essex, Colchester, United Kingdom.
Front Pain Res (Lausanne). 2023 Jul 13;4:1213750. doi: 10.3389/fpain.2023.1213750. eCollection 2023.
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.
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 ( = 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.
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.
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.
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.
社会经济劣势(SEDs)与慢性疼痛(CP)和应激负荷(AL)相关。很少有基于人群的前瞻性研究探讨生命历程中的SED、CP干扰和CP广泛性之间的关系,并且尚无基于人群的前瞻性研究探讨AL是否介导SED与CP之间的关联。
在本研究中,我们使用美国中年发展调查(MIDUS)3(n = 593),调查SED对CP的前瞻性影响是否与风险累积模型和社会流动模型一致。为进行中介分析做准备,我们检验了:(1)在MIDUS 2生物标志物项目中,SED是否与AL存在前瞻性关联;(2)AL是否与CP存在前瞻性关联;(3)童年期作为关键时期,是否调节了AL与CP之间的关联。此外,还检验了AL对SED与CP之间关联的中介作用。
使用潜在类别轨迹模型(LCTM)得出的累积分数和劣势轨迹来衡量SED。经过多次插补后,分别使用多项逻辑回归分析CP,使用负二项回归分析AL。最后,进行中介分析和调节中介分析。
LCTM确定了三种SED轨迹,即持续低水平、高到低、中到高。结果表明,近期累积SED与高干扰性CP相关。此外,与持续低水平SED组相比,中到高SED组与高干扰性疼痛显著相关,且在至少三个不同部位经历疼痛。累积SED和恶化的SED轨迹与较高的AL相关,这与先前的研究一致。此外,童年期SED调节了AL对CP广泛性的影响,且意外地显示出保护作用,而AL与CP之间的其他关联不显著。随后的中介分析未得出具有统计学意义的证据。
近期经历SED或一生中处于劣势增加的人更易患CP,且这种关联并非由慢性应激导致的生理系统失调所介导。因此,减轻AL的措施可能无法有效保护社会经济劣势人群免受CP困扰。