Evidence mapPaperPMID 41828631Full record

ArticleInternational journal of molecular sciences2026

Pathway-Level Convergence Between Dynamic Plasma miRNAs and Endometrial Biological Processes During the Human Peri-Implantation Window.

Chun-I Lee, An Hsu, Yu-Jen Lee, En-Hui Cheng, Chi-Ying Lee, Pin-Yao Lin, Maw-Sheng Lee, Chung-I Chen, Tzu-Ning Yu, Tiffany Wang and 6 more

Abstract read
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Article in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors.

Chun-I LeeDivision of Infertility, Lee Women's Hospital, Taichung 406, Taiwan.ORCID 0009-0005-1310-2350
An HsuInti Labs, Hsinchu 302, Taiwan.ORCID 0000-0002-3146-7282
Yu-Jen LeeGenetic Diagnosis Laboratory, Lee Women's Hospital, Taichung 406, Taiwan.ORCID 0000-0003-1661-5643
En-Hui ChengGenetic Diagnosis Laboratory, Lee Women's Hospital, Taichung 406, Taiwan.
Chi-Ying LeeGenetic Diagnosis Laboratory, Lee Women's Hospital, Taichung 406, Taiwan.ORCID 0000-0001-5855-504X
Pin-Yao LinDivision of Infertility, Lee Women's Hospital, Taichung 406, Taiwan.ORCID 0000-0003-4602-5732
Maw-Sheng LeeDivision of Infertility, Lee Women's Hospital, Taichung 406, Taiwan.
Chung-I ChenDivision of Infertility, Lee Women's Hospital, Taichung 406, Taiwan.
Tzu-Ning YuDivision of Infertility, Lee Women's Hospital, Taichung 406, Taiwan.ORCID 0000-0002-9253-7037
Tiffany WangInti Labs, Hsinchu 302, Taiwan.
Cai-Yun WangInti Labs, Hsinchu 302, Taiwan.
Shi-Ting LinInti Labs, Hsinchu 302, Taiwan.
Jung-Hsuan YangInti Labs, Hsinchu 302, Taiwan.
Hui-Ling HsuInti Labs, Hsinchu 302, Taiwan.
Eric Pok YangInti Labs, Hsinchu 302, Taiwan.
Tsung-Hsien LeeDivision of Infertility, Lee Women's Hospital, Taichung 406, Taiwan.ORCID 0000-0001-8858-0916

Funding

Chung-Shan Medical University Hospital, Taichung, Taiwan CSH-2023-C-015
6 · The paper itself

Abstract

The peri-implantation window is a tightly regulated temporal phase during which the human endometrium undergoes coordinated molecular remodeling to establish receptivity. MicroRNAs (miRNAs) contribute to implantation-related processes; however, whether dynamic endometrial regulatory signals are functionally reflected in circulation within a defined temporal framework remains unclear. We hypothesized that although individual miRNA identities differ between endometrial tissue and plasma, temporally regulated miRNAs in both compartments may exhibit overlap at the level of enriched biological pathways during the peri-implantation window. To test this hypothesis, we performed time-resolved small RNA sequencing on paired endometrial and plasma samples collected from 62 participants across progesterone exposure days P+3 to P+7 in hormonally controlled cycles. Temporal modeling identified 27 dynamic miRNAs in endometrial tissue and 17 in plasma (FDR < 0.05). Despite limited overlap at the individual miRNA level, functional enrichment analysis revealed recurrent overlap in apoptosis-, cell cycle-, aging-, inflammatory-, and metabolic-related pathways across compartments. Four miRNAs exhibited concordant directional temporal trends between tissue and plasma with moderate correlation coefficients. These findings suggest that dynamic miRNA-associated enrichment patterns during the peri-implantation window may exhibit pathway-level overlap despite divergence in specific molecular identities. This temporally aligned integrative framework provides a pathway-centric perspective for interpreting cross-compartment miRNA-associated temporal patterns and supports a hypothesis-generating systems-level view of human implantation biology.

Indexed as

Embryo ImplantationEndometriumMicroRNAsAdultFemaleGene Expression ProfilingHumansMicroRNAsendometriumimplantation biologymicroRNApathway enrichmentperi-implantation windowplasma miRNAsystems biologytemporal dynamics

Identifiers

PMID41828631
PMCPMC12986078

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.