Apostolov Apostol, Mladenović Danilo, Tilk Kadi, Lõhmus Andres, Baev Vesselin, Yahubyan Galina, Sola-Leyva Alberto, Bergamelli Mathilde, Görgens André, Zhao Cheng, Andaloussi Samir E L, Kalinina Aive, Acharya Ganesh, Lanner Fredrik, Saare Merli, Peters Maire, Piomboni Paola, Luddi Alice, Salumets Andres, Aleksejeva Elina
Celvia CC, Competence Centre on Health Technologies, Tartu, Estonia.
Division of Obstetrics and Gynecology, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institute, Stockholm, Sweden.
Hum Reprod Open. 2025 Feb 24;2025(2):hoaf010. doi: 10.1093/hropen/hoaf010. eCollection 2025.
Does the molecular composition of uterine fluid extracellular vesicles (UF-EVs) reflect endometrial tissue changes across the menstrual cycle?
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.
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.
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.
Surface proteome analysis revealed that UF-EVs from the mid-secretory phase had significantly increased expression of natural killer cell marker CD56 ( < 0.005), pan-leukocyte marker CD45 ( < 0.005), pan-T-cell marker CD3 ( < 0.005), and coagulation-related protein CD142 ( < 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.
N/A.
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.
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(UF-EVs)的分子组成是否反映了整个月经周期中子宫内膜组织的变化?
在月经周期各阶段,子宫内膜组织与UF-EVs在miRNA和mRNA水平上存在一致性,且UF-EV表面蛋白质组特征表明囊泡起源于几个主要的子宫内膜细胞群体。
子宫内膜容受性检测的临床价值受到侵入性以及仅使用一种组学水平输入的限制。有证据表明UF-EVs可反映分泌中期子宫内膜的变化,这凸显了在胚胎移植前进行子宫内膜容受性检测的潜力。然而,UF-EVs分子货物的动态变化尚未在多个组学水平上与子宫内膜组织进行直接比较。
研究设计、规模、持续时间:这项横断面研究纳入了处于四个月经周期阶段的有生育能力的女性:增殖期、分泌早期、分泌中期和分泌晚期。总共收集了26对UF和子宫内膜组织样本。对mRNA和miRNA进行测序,并对连续阶段进行差异分析。对UF-EVs进行与不同细胞类型相关的各种蛋白质表面标志物分析。来自子宫内膜上皮类器官条件培养基的囊泡用作纯上皮子宫内膜囊泡的参考。
参与者/材料、设置、方法:从26名有生育能力的育龄妇女中收集配对的UF和子宫内膜组织样本。使用电子显微镜和蛋白质印迹法验证从UF中分离出的囊泡,并通过纳米颗粒跟踪分析测量颗粒数量。对UF-EVs和子宫内膜组织的转录组和miR组进行测序,并在月经周期的连续阶段进行差异表达分析。使用针对37种表面蛋白标志物的基于微珠的囊泡流式细胞术来表征来自UF和子宫内膜类器官的囊泡。
表面蛋白质组分析显示,与增殖期相比,分泌中期的UF-EVs中自然杀伤细胞标志物CD56(P<0.005)、全白细胞标志物CD45(P<0.005)、全T细胞标志物CD3(P<0.005)和凝血相关蛋白CD142(P<0.005)的表达显著增加,而与子宫内膜上皮细胞相关的标志物(CD29、CD133和CD326)在整个月经周期中没有显著变化。转录组分析突出了组蛋白和金属硫蛋白基因的差异表达,这些基因在每个测试的月经周期阶段的配对UF-EVs和子宫内膜组织之间具有相关性。配对的UF-EVs和子宫内膜组织样本的miR组主成分分析产生了相似的聚类模式,其中分泌中期和晚期样本紧密聚类,增殖期和分泌早期样本分别聚类。UF-EVs中每个阶段差异表达的miRNA中有一半在子宫内膜中也有差异表达。重要的是,鉴定出了9种分泌中期UF-EV差异表达的miRNA,其中5种在UF-EVs和子宫内膜活检中是共同的,包括hsa-miR-30d-5p和hsa-miR-200b-3p,这两种miRNA之前都与着床有关。值得注意的是,9种miRNA中的3种,即hsa-miR-200b-3p、hsa-miR-141-3p和hsa-miR-200a-3p,预计可调节子宫内膜组织和植入前胚胎滋养外胚层中的mRNA。
无。
局限性、谨慎的原因:月经周期阶段的临床判定基于月经第一天和LH峰值时间,这并不能排除未达到预期子宫内膜阶段的可能性。我们研究更广泛的局限性在于妇科实践中缺乏收集UF样本的标准化程序,这可能对我们研究结果的重复性提出挑战。
UF-EVs反映月经周期子宫内膜阶段的证据支持将UF-EVs用于子宫内膜容受性检测。此外,考虑到更具侵入性的组织活检仅反映活检部位而非整个子宫内膜,对UF-EVs在子宫内膜病理学中的进一步研究可能对诊断有益。
研究资金/利益冲突:本研究得到了欧洲区域发展基金爱沙尼亚企业应用研究计划(资助协议编号2014 - 2020.4.02.21 - 0398(EVREM))、爱沙尼亚研究理事会(资助编号PRG1076和PSG1082)、欧盟地平线欧洲NESTOR资助(资助编号101120075)、瑞典研究理事会(资助编号2024 - 02530)、诺和诺德基金会(资助编号NNF24OC0092384)以及保加利亚共和国国家复苏与韧性计划(项目编号BG-RRP-2.004-0001-C01)的支持。A.S.L.获得了雷蒙·阿雷塞斯基金会博士后研究资助。所有作者均声明无利益冲突。