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Query: UMLS:C0220723 (
PCA
)
4,687
document(s) hit in 31,850,051 MEDLINE articles (0.00 seconds)
Improved embryo prioritization is crucial in optimizing the results in assisted reproduction, especially in light of increasing utilization of elective single embryo transfers. Embryo prioritization is currently based on morphological criteria and in some cases incorporates preimplantation genetic testing for aneuploidy (PGT-A). Recent technological advances have enabled parallel genomic and transcriptomic assessment of a single cell. Adding transcriptomic analysis to
PGT
-A holds promise for better understanding early embryonic development and implantation, and for enhancing available embryo prioritization tools. Our aim was to develop a platform for parallel genomic and transcriptomic sequencing of a single trophectoderm (TE) biopsy, that could later be correlated with clinical outcomes. Twenty-five embryos donated for research were utilized; eight for initial development and optimization of our method, and seventeen to demonstrate clinical safety and reproducibility of this method. Our method achieved 100% concordance for ploidy status with that achieved by the classic
PGT
-A. All sequencing data exceeded quality control metrics. Transcriptomic sequencing data was sufficient for performing differential expression (DE) analysis. All biopsies expressed specific TE markers, further validating the accuracy of our method. Using
PCA
, samples clustered in euploid and aneuploid aggregates, highlighting the importance of controlling for ploidy in every transcriptomic assessment.
...
PMID:Towards Improving Embryo Prioritization: Parallel Next Generation Sequencing of DNA and RNA from a Single Trophectoderm Biopsy. 3081 54
Embryo implantation depends on two primary factors: the quality of the embryo and endometrial receptivity. Small RNAs have been shown to be potent epigenetic regulators influencing cell proliferation, differentiation, and communication even in the context of early embryonic development. However, previous reports are limited to miRNAs and lack sensitivity. Here, we describe a platform for non-invasive small RNA biomarker discovery and validation from embryo-conditioned culture media (ECCM). We hypothesize that small non-coding RNAs (sncRNAs) are secreted by the embryo into the ECCM and test the limit of detection for profiling sncRNA by deep sequencing and quantitative PCR. In the first set of experiments, we evaluated sequencing sensitivity by comparing sncRNA profiles from pools of 10, 5, 3, and single ECCM drops. Next, we performed a similar test for TaqMan qPCR sensitivity by measuring select sncRNAs in 5, 3 and single drop ECCM pools. Finally, we compared the expression of an sncRNA panel by qPCR in single ECCM vs no-embryo control media . We report the first comprehensive sequencing of sncRNAs in ECCM with a sequencing sensitivity of 3 single embryo drops, capturing ~150 miRNAs and an abundance of tRNA-derived small RNAs (tsRNAs). We then profiled 15 sncRNAs by qPCR and determined that the assay maintains sensitivity in single ECCM drops. Finally, we found significant differences in these sncRNA expression between control and ECCM drops. Improving embryo selection is crucial for reducing time to pregnancy. Here we describe a sensitive technique for biomarker discovery by sequencing and qPCR validation in ECCM, demonstrating that the majority of sncRNAs are embryo derived. We also report an abundance of tsRNAs which suggests these sncRNAs may have functions in endometrial-maternal communication beyond the microRNAs which have been described previously.
Abbreviations:
PGT
-A: Preimplantation genetic testing for aneuploidies; ECCM: Embryo-conditioned culture media; sncRNAs: Small non-coding RNAs; miRNAs: microRNAs; EVs: Extracellular vesicles;
PCA
: Principal component analysis.
...
PMID:Comprehensive profiling of Small RNAs in human embryo-conditioned culture media by improved sequencing and quantitative PCR methods. 3205 59