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Development of a Predictive Model for Optimization of Embryo Transfer Timing Using Blood-Based microRNA Expression Profile.


ABSTRACT: MicroRNAs (miRNAs) can regulate the expression of genes involved in the establishment of the window of implantation (WOI) in the endometrium. Recent studies indicated that cell-free miRNAs in uterine fluid and blood samples could act as alternative and non-invasive sample types for endometrial receptivity analysis. In this study, we attempt to systematically evaluate whether the expression levels of cell-free microRNAs in blood samples could be used as non-invasive biomarkers for assessing endometrial receptivity status. We profiled the miRNA expression levels of 111 blood samples using next-generation sequencing to establish a predictive model for the assessment of endometrial receptivity status. This model was validated with an independent dataset (n = 73). The overall accuracy is 95.9%. Specifically, we achieved accuracies of 95.9%, 95.9%, and 100.0% for the pre-receptive group, the receptive group, and the post-respective group, respectively. Additionally, we identified a set of differentially expressed miRNAs between different endometrial receptivity statuses using the following criteria: p-value < 0.05 and fold change greater than 1.5 or less than -1.5. In conclusion, the expression levels of cell-free miRNAs in blood samples can be utilized in a non-invasive manner to distinguish different endometrial receptivity statuses.

SUBMITTER: Chen MJ 

PROVIDER: S-EPMC10779357 | biostudies-literature | 2023 Dec

REPOSITORIES: biostudies-literature

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Development of a Predictive Model for Optimization of Embryo Transfer Timing Using Blood-Based microRNA Expression Profile.

Chen Ming-Jer MJ   Hsu An A   Lin Pei-Yi PY   Chen Yu-Ling YL   Wu Ko-Wen KW   Chen Kuan-Chun KC   Wang Tiffany T   Yi Yu-Chiao YC   Kung Hsiao-Fan HF   Chang Jui-Chun JC   Yang Wen-Jui WJ   Lu Farn F   Guu Hwa-Fen HF   Chen Ya-Fang YF   Chuan Shih-Ting ST   Chen Li-Yu LY   Chen Ching-Hung CH   Yang Pok Eric PE   Huang Jack Yu-Jen JY  

International journal of molecular sciences 20231220 1


MicroRNAs (miRNAs) can regulate the expression of genes involved in the establishment of the window of implantation (WOI) in the endometrium. Recent studies indicated that cell-free miRNAs in uterine fluid and blood samples could act as alternative and non-invasive sample types for endometrial receptivity analysis. In this study, we attempt to systematically evaluate whether the expression levels of cell-free microRNAs in blood samples could be used as non-invasive biomarkers for assessing endom  ...[more]

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