Zhou Guoli, Holzman Claudia, Heng Yujing J, Kibschull Mark, Lye Stephen J, Vazquez Ana
Biomedical Research Informatics Core, Clinical & Translational Sciences Institute, Michigan State University, East Lansing, USA.
Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, USA.
Reprod Sci. 2020 Jan;27(1):316-324. doi: 10.1007/s43032-019-00027-2. Epub 2020 Jan 1.
Genetic variants of six genes (EBF1, EEFSEC, AGTR2, WNT4, ADCY5, and RAP2C) have been linked recently to gestational duration and/or spontaneous preterm birth (sPTB). Our goal was to examine sPTB in relation to maternal blood mRNA levels of these genes. We used a public gene expression dataset (GSE59491) derived from maternal blood in trimesters 2 and 3 that included women with sPTB (n = 51) and term births (n = 106) matched for maternal age, race/ethnicity, pre-pregnancy body mass index, smoking during pregnancy, and parity. T tests were used to examine mRNA mean differences (sPTB vs term) within and across trimesters, and logistic regression models with mRNA quartiles were applied to assess associations between candidate gene mRNA levels and sPTB. Based on these analyses, one significant candidate gene was used in a Gene Set Enrichment Analysis (GSEA) to identify related gene sets. These gene sets were then compared with the ones previously linked to sPTB in the same samples. Our results indicated that among women in the lowest quartile of EBF1 mRNA in the 2nd or 3rd trimester, the odds ratio for sPTB was 2.86 (95%CI 1.08, 7.58) (p = 0.0349, false discovery rate (FDR) = 0.18) and 4.43 (95%CI 1.57, 12.50) (p = 0.0049, FDR = 0.06), respectively. No other candidate gene mRNAs were significantly associated with sPTB. In GSEA, 24 downregulated gene sets were correlated with 2nd trimester low EBF1 mRNA and part of previous sPTB-associated gene sets. In conclusion, mRNA levels of EBF1 in maternal blood may be useful in detecting increased risk of sPTB as early as 2nd trimester. The potential underlying mechanism might involve maternal-fetal immune and cell cycle/apoptosis pathways.
最近,六个基因(EBF1、EEFSEC、AGTR2、WNT4、ADCY5和RAP2C)的遗传变异与妊娠期长短和/或自发性早产(sPTB)有关。我们的目标是研究sPTB与这些基因的母体血液mRNA水平之间的关系。我们使用了一个公开的基因表达数据集(GSE59491),该数据集来自孕中期和孕晚期的母体血液,其中包括患有sPTB的女性(n = 51)和足月分娩的女性(n = 106),这些女性在母亲年龄、种族/民族、孕前体重指数、孕期吸烟和产次方面进行了匹配。采用t检验来检查各孕期内和跨孕期的mRNA平均差异(sPTB与足月分娩),并应用带有mRNA四分位数的逻辑回归模型来评估候选基因mRNA水平与sPTB之间的关联。基于这些分析,在基因集富集分析(GSEA)中使用了一个显著的候选基因来识别相关基因集。然后将这些基因集与之前在相同样本中与sPTB相关的基因集进行比较。我们的结果表明,在孕中期或孕晚期EBF1 mRNA处于最低四分位数的女性中,sPTB的优势比分别为2.86(95%CI 1.08,7.58)(p = 0.0349,错误发现率(FDR)= 0.18)和4.43(95%CI 1.57,12.50)(p = 0.0049,FDR = 0.06)。没有其他候选基因mRNA与sPTB显著相关。在GSEA中,24个下调的基因集与孕中期低EBF1 mRNA以及部分之前与sPTB相关的基因集相关。总之,母体血液中EBF1的mRNA水平可能有助于早在孕中期检测sPTB风险的增加。潜在的潜在机制可能涉及母胎免疫和细胞周期/凋亡途径。