ORIGINAL RESEARCH article
Front. Endocrinol.
Sec. Reproduction
This article is part of the Research TopicNew Advances in Embryo Development and Embryo-endometrial InterfaceView all 7 articles
Temporal Trajectory of Plasma miRNA during the Peri-Implantation Stage: Comparing Implantation Success and Failure in Single Frozen-Thawed Blastocyst Transfers
Provisionally accepted- 1Air Force Medical University Tangdu Hospital, Xi'an, China
- 2Basecare Medical Device Co., Suzhou, China
- 3Jiangsu University, Zhenjiang, China
- 4Shanghai Jiao Tong University, Shanghai, China
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Background Implantation failure is the most common cause of pregnancy failure and is a major limiting factor in assisted reproduction. Plasma microRNA (miRNA) expression profiles show dynamic changes among individuals with successful implantation. However, the trajectory differences in plasma miRNA expression between women with implantation failure and success, as well as the potential role of those miRNAs are still unclear. Methods This study included 84 women who underwent single frozen-thawed blastocyst transfer in a natural cycle. For each patient, longitudinal plasma samples across five time points throughout the peri-implantation period (Day0/D3/D5/D7/D9) were collected and underwent miRNA sequencing. The failure group (n=27) encountered complete implantation failure, while the success group (n=57) achieved a live birth. Using trajectory analysis and fuzzy c-means clustering, we identified dynamically differentially expressed (DDE) miRNAs and their dynamic expression patterns (DEPs) in a screening set (n=52) and validated findings in an independent validation set (n=32). Clinical correlations, functional annotation, prediction model and in vitro validation of prioritized miRNA-target interactions were systematically conducted. Results 24 DDE miRNAs (FDR<0.05) exhibited five temporal patterns: Recession (R), Growth (G), D3-Trough (T), Multimodal (M), and D5-Trough (T2). The success group predominantly showed M-pattern miRNAs (62.5%), while failures demonstrated pattern transitions (M→T/T2) and exclusive T-pattern expression. Clinical relevance revealed 8 DDE miRNAs associated with at least one clinical variable, with the majority being associated with estradiol/progesterone levels. Functional enrichment implicated Wnt/mTOR pathways in embryo implantation and decidualization. Six DDE miRNAs were successfully replicated in the validation set, while the Support Vector Machines (SVM) model achieved the Area Under the Curve (AUC) of 0.816 (D0) and 0.870 (D3). Additionally, the association between hsa-miR-214-3p and its target gene CTNNB1 was further confirmed in Ishikawa cells. Conclusions Understanding the dynamic landscape changes of the miRNA transcriptome in individuals with implantation failure will help identify dynamic biomarkers from ovulation to the post-implantation stage, providing new insights into the pathological mechanisms of implantation failure and facilitating the research and development of new therapies in the clinical setting.
Keywords: Implantation failure, MicroRNAs, peri-implantation stage, Peripheral Blood, Temporal trajectory
Received: 19 Sep 2025; Accepted: 28 Jan 2026.
Copyright: © 2026 Wang, Xiao, Yang, Ju, He, Kong, Chen, Feng, Wu, Liang, Ma, Zhou, Liang, Jin, Huang, Li and Wang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Xiaohong Wang
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