Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden.
Department of Epidemiology and Biostatistics, Drexel University School of Public Health, Philadelphia, PA, United States.
Front Public Health. 2022 May 31;10:917563. doi: 10.3389/fpubh.2022.917563. eCollection 2022.
Previous studies indicate a role of immune disturbances during early development in the etiology of autism spectrum disorders (ASD). Any potential disturbances during fetal development are best addressed by prospective evaluation of maternal markers of inflammation. Previous studies have investigated maternal cytokines, a group of powerful effectors of the immune system, with inconsistent results. In this study, we aimed to clarify the relationship between maternal cytokines and ASD by evaluating levels of 17 cytokines in first trimester maternal serum samples, from 318 mothers to ASD-cases and 429 mothers to ASD-unaffected controls, nested within the register-based Stockholm Youth Cohort. Overall, we observed no consistent associations between levels of maternal cytokines and ASD. While we observed a number of individual associations, the patterns varied across the diagnostic sub-groups. Levels above the 90th percentile of IL-1β (OR = 2.31, 95% CI 1.16-4.60), IL-7 (OR = 2.28, 95% CI 1.20-4.33), IL-13 (OR = 2.42, 95% CI 1.29-4.55), and MCP-1 (OR = 2.09, 95% CI 1.03-4.24) were associated with increased odds of ASD with co-occurring intellectual disability (ID), whereas GMCSF (OR = 2.06, 95% CI 1.03-4.11) and TNF-α (OR = 2.31, 95% CI 1.18-4.50) were associated with increased odds of ASD with ADHD but none survived correction for multiple comparisons. Also, none of the measured maternal cytokines were associated with ASD without co-occurring ID or ADHD. Implementing a data-driven approach using machine learning (Random Forest's Variable Importance measurement), we found no evidence to suggest that adding these cytokines and other markers of maternal immunity, to register-based maternal factors (e.g., psychiatric history) improves prediction of ASD. In summary, we found no robust evidence of an association between maternal immune markers during early pregnancy and ASD.
先前的研究表明,免疫紊乱在自闭症谱系障碍(ASD)的病因学中起着作用。在胎儿发育过程中任何潜在的紊乱都最好通过对母体炎症标志物的前瞻性评估来解决。先前的研究已经调查了母体细胞因子,这是一组强大的免疫系统效应物,但结果不一致。在这项研究中,我们旨在通过评估来自登记处的斯德哥尔摩青年队列内的 318 名 ASD 病例和 429 名 ASD 未受影响对照的母亲的孕早期血清样本中的 17 种细胞因子水平来阐明母体细胞因子与 ASD 之间的关系。总体而言,我们没有观察到母体细胞因子水平与 ASD 之间存在一致的关联。虽然我们观察到了一些个体关联,但这些模式在不同的诊断亚组中有所不同。IL-1β(OR=2.31,95%CI 1.16-4.60)、IL-7(OR=2.28,95%CI 1.20-4.33)、IL-13(OR=2.42,95%CI 1.29-4.55)和 MCP-1(OR=2.09,95%CI 1.03-4.24)水平高于第 90 百分位数与伴有智力障碍(ID)的 ASD 发生几率增加相关,而 GMCSF(OR=2.06,95%CI 1.03-4.11)和 TNF-α(OR=2.31,95%CI 1.18-4.50)与伴有 ADHD 的 ASD 发生几率增加相关,但均未通过多重比较校正。此外,在没有 ID 或 ADHD 的情况下,没有一种测量的母体细胞因子与 ASD 相关。通过使用机器学习(随机森林的变量重要性测量)的数据分析方法,我们没有发现任何证据表明,将这些细胞因子和其他母体免疫标志物添加到登记处的母体因素(例如,精神病史)中可以提高 ASD 的预测能力。总的来说,我们没有发现妊娠早期母体免疫标志物与 ASD 之间存在关联的可靠证据。