Integrated analysis and systematic characterization of the regulatory network for human germline development
Yashi Gu1, Jiayao Chen2, Ziqi Wang2
1Center for Reproductive Medicine of the Second Affiliated Hospital, Center for Regeneration and Cell Therapy of Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, China; Edinburgh Medical School: Biomedical Sciences, College of Medicine and Veterinary Medicine, The University of Edinburgh, Edinburgh, UK.
Human primordial germ cell (PGC) development involves unique regulatory networks. This study integrates multi-omics data to create a database (hPGCdb) revealing key factors and interactions controlling human germ cell fate.
Area of Science:
- Developmental Biology
- Genomics
- Cell Biology
Background:
- Primordial germ cells (PGCs) are crucial for reproduction, originating during embryonic development.
- Human PGC specification mechanisms differ from model organisms and remain poorly understood due to accessibility challenges.
Purpose of the Study:
- To create a comprehensive database (hPGCdb) of human PGC development using integrated multi-omics data.
- To identify key transcription factors, regulatory networks, and extrinsic signaling pathways governing human germ cell fate.
Main Methods:
- Curated and integrated large-scale multi-omics datasets (RNA-seq, ATAC-seq, ChIP-seq, scRNA-seq) from human PGC development.
- Utilized uniformly processed data for comprehensive analysis.
- Performed CRISPRi knockdown to validate key factor roles.
Main Results:
- Characterized potential key transcription factors and regulatory networks controlling human germ cell fate.
- Identified the soma-germline interaction network, including SDC2, LAMA4, and NOTCH2 signaling.
- Established the human PGC database (hPGCdb) with integrated data and analyses.
Conclusions:
- The hPGCdb provides a valuable resource for understanding human germline development.
- Revealed intrinsic and extrinsic regulatory programs essential for human PGC development and differentiation.
- Highlighted the distinct regulatory machinery in human PGC specification.
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