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A temporal extracellular transcriptome atlas of human pre-implantation development
Qiuyang Wu1, Zixu Zhou2, Zhangming Yan1
1Shu Chien-Gene Ley Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093, USA.
This study introduces a novel non-invasive method to analyze extracellular RNAs (exRNAs) in human embryo development. This technique identifies exRNA signatures linked to developmental arrest and embryo quality, offering insights into early human physiology.
Area of Science:
- Reproductive Biology
- Genomics
- Biochemistry
Background:
- Non-invasive assessment of gene expression in human pre-implantation embryos is challenging.
- Extracellular RNAs (exRNAs) in spent culture media offer a potential source of information.
Purpose of the Study:
- To develop a non-invasive method for comprehensive characterization of exRNAs in human pre-implantation embryos.
- To create a temporal extracellular transcriptome atlas (TETA) for human pre-implantation development.
- To identify exRNA signatures associated with embryo developmental arrest and quality.
Main Methods:
- Collected spent media from human in vitro fertilization embryos across five developmental stages.
- Performed exRNA sequencing on single droplet samples.
- Generated the Temporal Extracellular Transcriptome Atlas (TETA) with 245 datasets.
- Utilized machine learning to correlate exRNA levels with embryo morphology-based ratings.
Main Results:
- Identified approximately 4,000 exRNAs at each developmental stage.
- Found exRNAs in arrested embryos were enriched with genes regulating cell cycle, indicating a developmental arrest signature.
- Developed a machine-learning model that predicts embryo quality from exRNA levels.
- Demonstrated widespread presence of coding gene-derived exRNAs throughout pre-implantation development.
Conclusions:
- The developed non-invasive method enables comprehensive exRNA profiling of human pre-implantation embryos.
- Extracellular RNAs provide valuable insights into embryo physiology, developmental arrest, and quality assessment.
- TETA serves as a foundational resource for understanding the extracellular transcriptome in early human development.
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