Multi-omics analysis of uterine fluid extracellular vesicles reveals a resemblance with endometrial tissue across the menstrual cycle: biological and translational insights.

IF 8.3 Q1 OBSTETRICS & GYNECOLOGY
Human reproduction open Pub Date : 2025-02-24 eCollection Date: 2025-01-01 DOI:10.1093/hropen/hoaf010
Apostol Apostolov, Danilo Mladenović, Kadi Tilk, Andres Lõhmus, Vesselin Baev, Galina Yahubyan, Alberto Sola-Leyva, Mathilde Bergamelli, André Görgens, Cheng Zhao, Samir E L Andaloussi, Aive Kalinina, Ganesh Acharya, Fredrik Lanner, Merli Saare, Maire Peters, Paola Piomboni, Alice Luddi, Andres Salumets, Elina Aleksejeva
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引用次数: 0

Abstract

Study question: Does the molecular composition of uterine fluid extracellular vesicles (UF-EVs) reflect endometrial tissue changes across the menstrual cycle?

Summary answer: Concordance between endometrial tissue and UF-EVs exists on miRNA and mRNA levels along the menstrual cycle phases and UF-EV surface proteomic signatures suggest EVs originate from several major endometrial cell populations.

What is known already: The clinical value of endometrial receptivity testing is restricted by invasiveness and the use of only one omics level of input. There is promising evidence that UF-EVs can reflect changes in mid-secretory endometrium, highlighting the potential to establish endometrial receptivity testing right before embryo transfer. However, the dynamic changes of UF-EVs molecular cargo have not been directly compared to endometrial tissue on multiple omics levels.

Study design size duration: This cross-sectional study included fertile women from four menstrual cycle phases: proliferative and early-, mid-, and late-secretory phases. In total, 26 paired samples of UF and endometrial tissue were collected. mRNA and miRNA were sequenced, and differential analysis was performed on consecutive phases. UF-EVs were profiled for various protein surface markers associated with different cell types. EVs from epithelial endometrial organoid-conditioned culture media were used as a reference of pure epithelial endometrial EVs.

Participants/materials setting methods: Paired UF and endometrial tissue samples were collected from 26 fertile, reproductive-age women. EV isolation from UF was validated using electron microscopy and western blotting, and particle numbers were measured by nanoparticle tracking analysis. The transcriptome and miRNome of UF-EVs and endometrial tissue were sequenced, and differential expression analysis was conducted on consecutive phases of the menstrual cycle. Bead-based EV flow cytometry targeting 37 surface protein markers was used to characterize EVs from UF and endometrial organoids.

Main results and the role of chance: Surface proteome analysis revealed that UF-EVs from the mid-secretory phase had significantly increased expression of natural killer cell marker CD56 (P < 0.005), pan-leukocyte marker CD45 (P < 0.005), pan-T-cell marker CD3 (P < 0.005), and coagulation-related protein CD142 (P < 0.005) compared to those from the proliferative phase, whereas markers associated with endometrial epithelial cells (CD29, CD133, and CD326) did not significantly change across the menstrual cycle. Transcriptomic analysis highlighted differential expression of histone and metallothionein genes that correlated between paired UF-EVs and endometrial tissues in each tested menstrual cycle phase. Principal component analysis of miRNomes of paired UF-EVs and endometrial tissue samples resulted in similar clustering patterns, where mid- and late-secretory samples clustered closely, and proliferative and early-secretory phase samples clustered separately. Half of the differentially expressed miRNAs in each phase in UF-EVs were also differentially expressed in the endometrium. Importantly, nine mid-secretory phase UF-EV DE miRNAs were identified, five of which were common between UF-EVs and endometrial biopsies, including hsa-miR-30d-5p and hsa-miR-200b-3p, both of which were previously implicated in implantation. Notably, three of the nine miRNAs, hsa-miR-200b-3p, hsa-miR-141-3p, and hsa-miR-200a-3p, were predicted to regulate mRNAs in the endometrial tissue and the pre-implantation embryo trophectoderm.

Large scale data: N/A.

Limitations reasons for caution: The clinical dating of the menstrual cycle phase is based on the first day of menstruation and the time of the LH peak, which does not exclude the possibility that the expected endometrial phase was not reached. The wider limitation of our study is the lack of standardized procedures for collecting UF samples in gynaecological practice, which could challenge the replication of our findings.

Wider implications of the findings: Evidence that UF-EVs reflect endometrial phases of menstrual cycle supports the use of UF-EVs in endometrial receptivity testing. Additionally, further studies of UF-EVs in endometrial pathologies could be beneficial for diagnostics, considering that more invasive tissue biopsies only reflect the biopsy site and not the full endometrium.

Study funding/competing interests: This study was supported by the European Regional Development Fund Enterprise Estonia's Applied Research Program under the grant agreement number 2014-2020.4.02.21-0398 (EVREM), the Estonian Research Council (grant nos. PRG1076 and PSG1082), the Horizon Europe NESTOR grant (grant no. 101120075) of the European Commission, the Swedish Research Council (grant no. 2024-02530), the Novo Nordisk Fonden (grant no. NNF24OC0092384), and the National Recovery and Resilience Plan of the Republic of Bulgaria, project number BG-RRP-2.004-0001-C01. A.S.L. received funding from the Becas Fundación Ramón Areces para Estudios Postdoctorales. All the authors declare no conflict of interest.

子宫液细胞外囊泡的多组学分析揭示了月经周期与子宫内膜组织的相似性:生物学和翻译见解。
研究问题:子宫液细胞外囊泡(uf - ev)的分子组成是否反映了整个月经周期子宫内膜组织的变化?总结回答:子宫内膜组织和UF-EV在月经周期阶段的miRNA和mRNA水平上存在一致性,UF-EV表面蛋白质组学特征表明ev起源于几种主要的子宫内膜细胞群。已知情况:子宫内膜容受性检测的临床价值受到侵入性和仅使用一个组学水平输入的限制。有令人鼓舞的证据表明,uf - ev可以反映中期分泌子宫内膜的变化,突出了在胚胎移植前建立子宫内膜容受性测试的潜力。然而,目前还没有在多组学水平上直接比较uf - ev分子载货量与子宫内膜组织的动态变化。研究设计规模持续时间:这项横断面研究包括四个月经周期阶段的有生育能力的妇女:增殖期和分泌早期、中期和晚期。共收集26份UF和子宫内膜组织配对样本。对mRNA和miRNA进行测序,并对连续期进行差异分析。对uv - ev进行了与不同细胞类型相关的各种蛋白质表面标记的分析。以上皮子宫内膜类器官条件培养基中的ev作为纯上皮子宫内膜ev的对照。参与者/材料设置方法:从26名育龄妇女中收集配对UF和子宫内膜组织样本。利用电子显微镜和免疫印迹法对UF中EV的分离进行了验证,并通过纳米颗粒跟踪分析测定了EV的颗粒数量。对uf - ev和子宫内膜组织的转录组和miRNome进行测序,并在月经周期的连续阶段进行差异表达分析。采用靶向37种表面蛋白标记物的珠状上皮细胞流式细胞术对UF和子宫内膜类器官的上皮细胞进行了表征。主要结果及其作用:表面蛋白质组学分析显示,分泌中期的uf - ev显著增加了自然杀伤细胞标志物CD56 (P P P P P)的表达。注意的局限性:月经周期阶段的临床日期是基于月经的第一天和LH峰值的时间,这并不排除未达到预期子宫内膜阶段的可能性。我们研究的更大局限性是缺乏在妇科实践中收集UF样本的标准化程序,这可能会挑战我们研究结果的复制。研究结果的更广泛意义:uf - ev反映月经周期子宫内膜阶段的证据支持在子宫内膜容受性检测中使用uf - ev。此外,考虑到更具侵入性的组织活检只反映活检部位而不是整个子宫内膜,进一步研究子宫内膜病变中的uf - ev可能有助于诊断。研究经费/竞争利益:本研究由欧洲区域发展基金企业爱沙尼亚应用研究计划(资助协议号:2014-2020.4.02.21-0398 (EVREM))、爱沙尼亚研究委员会(资助号:PRG1076和PSG1082)、Horizon Europe NESTOR资助(资助号:101120075)欧盟委员会,瑞典研究理事会(批准号:2024-02530),诺和诺德基金会(批准号:NNF24OC0092384),以及保加利亚共和国国家恢复和复原计划,项目编号BG-RRP-2.004-0001-C01。A.S.L.获得了Becas Fundación Ramón arees para estudio Postdoctorales的资助。所有作者均声明无利益冲突。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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