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Meta-signature of human endometrial receptivity: a meta-analysis and validation study of transcriptomic biomarkers

机译:人类子宫内膜容受性的元特征:转录组生物标志物的元分析和验证研究

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摘要

Previous transcriptome studies of the human endometrium have revealed hundreds of simultaneously up- and down-regulated genes that are involved in endometrial receptivity. However, the overlap between the studies is relatively small, and we are still searching for potential diagnostic biomarkers. Here we perform a meta-analysis of endometrial-receptivity associated genes on 164 endometrial samples (76 from ‘pre-receptive’ and 88 from mid-secretory, ‘receptive’ phase endometria) using a robust rank aggregation (RRA) method, followed by enrichment analysis, and regulatory microRNA prediction. We identify a meta-signature of endometrial receptivity involving 57 mRNA genes as putative receptivity markers, where 39 of these we confirm experimentally using RNA-sequencing method in two separate datasets. The meta-signature genes highlight the importance of immune responses, the complement cascade pathway and the involvement of exosomes in mid-secretory endometrial functions. Bioinformatic prediction identifies 348 microRNAs that could regulate 30 endometrial-receptivity associated genes, and we confirm experimentally the decreased expression of 19 microRNAs with 11 corresponding up-regulated meta-signature genes in our validation experiments. The 57 identified meta-signature genes and involved pathways, together with their regulatory microRNAs could serve as promising and sought-after biomarkers of endometrial receptivity, fertility and infertility.
机译:先前对人类子宫内膜的转录组研究表明,数百个同时上调和下调的基因与子宫内膜的接受性有关。然而,研究之间的重叠相对较小,我们仍在寻找潜在的诊断性生物标志物。在这里,我们使用稳健的秩和(RRA)方法对164个子宫内膜样品(76个来自“前接受期”的子宫内膜和88个来自分泌中期,“接受”相的子宫内膜的)子宫内膜接受性相关基因进行了荟萃分析。富集分析和调控性microRNA预测。我们确定涉及57个mRNA基因作为假定的接受性标志物的子宫内膜接受性的元特征,其中的39个我们在两个单独的数据集中使用RNA测序方法进行了实验确认。元签名基因突出了免疫反应,补体级联途径和外泌体参与分泌中期子宫内膜功能的重要性。生物信息学预测鉴定了348个可调节30个子宫内膜受体相关基因的microRNA,并且在我们的验证实验中,我们通过实验确认了19个microRNA的表达减少以及11个相应的上调元签名基因。 57个已鉴定的元签名基因及其参与的途径及其调控性microRNA可以作为子宫内膜接受性,受精性和不育性的有前途且广受欢迎的生物标志物。

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