Mehta D, Newport D J, Frishman G, Kraus L, Rex-Haffner M, Ritchie J C, Lori A, Knight B T, Stagnaro E, Ruepp A, Stowe Z N, Binder E B
Max Planck Institute of Psychiatry, Munich,Germany.
Emory University School of Medicine,Department of Psychiatry and Behavioral Sciences, Atlanta, GA,USA.
Psychol Med. 2014 Aug;44(11):2309-22. doi: 10.1017/S0033291713003231. Epub 2014 Feb 5.
Postpartum depression (PPD) affects approximately 13% of women and has a negative impact on mother and infant, hence reliable biological tests for early detection of PPD are essential. We aimed to identify robust predictive biomarkers for PPD using peripheral blood gene expression profiles in a hypothesis-free genome-wide study in a high-risk, longitudinal cohort.
We performed a genome-wide association study in a longitudinal discovery cohort comprising 62 women with psychopathology. Gene expression and hormones were measured in the first and third pregnancy trimesters and early postpartum (201 samples). The replication cohort comprised 24 women with third pregnancy trimester gene expression measures. Gene expression was measured on Illumina-Human HT12 v4 microarrays. Plasma estradiol and estriol were measured. Statistical analysis was performed in R.
We identified 116 transcripts differentially expressed between the PPD and euthymic women during the third trimester that allowed prediction of PPD with an accuracy of 88% in both discovery and replication cohorts. Within these transcripts, significant enrichment of transcripts implicated that estrogen signaling was observed and such enrichment was also evident when analysing published gene expression data predicting PPD from a non-risk cohort. While plasma estrogen levels were not different across groups, women with PPD displayed an increased sensitivity to estrogen signaling, confirming the previously proposed hypothesis of increased sex-steroid sensitivity as a susceptibility factor for PPD.
These results suggest that PPD can be robustly predicted in currently euthymic women as early as the third trimester and these findings have implications for predictive testing of high-risk women and prevention and treatment for PPD.
产后抑郁症(PPD)影响约13%的女性,对母婴均有负面影响,因此用于早期检测PPD的可靠生物学检测至关重要。我们旨在通过一项针对高危纵向队列的无假设全基因组研究,利用外周血基因表达谱确定PPD的可靠预测生物标志物。
我们在一个由62名有精神病理学问题的女性组成的纵向发现队列中进行了全基因组关联研究。在妊娠的第一个和第三个三个月以及产后早期(201个样本)测量基因表达和激素水平。复制队列包括24名有妊娠第三个三个月基因表达测量值的女性。在Illumina-Human HT12 v4微阵列上测量基因表达。测量血浆雌二醇和雌三醇。在R中进行统计分析。
我们确定了在妊娠第三个三个月期间PPD女性和心境正常女性之间差异表达的116个转录本,这些转录本在发现队列和复制队列中预测PPD的准确率均为88%。在这些转录本中,观察到与雌激素信号传导相关的转录本显著富集,在分析从非高危队列预测PPD的已发表基因表达数据时,这种富集也很明显。虽然各组之间血浆雌激素水平没有差异,但PPD女性对雌激素信号的敏感性增加,证实了先前提出的性类固醇敏感性增加作为PPD易感性因素的假设。
这些结果表明,早在妊娠第三个三个月就可以在目前心境正常的女性中可靠地预测PPD,这些发现对高危女性的预测性检测以及PPD的预防和治疗具有重要意义。