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SMARTdb: An Integrated Database for Exploring Single-cell Multi-omics Data of Reproductive Medicine
Zekai Liu1, Zhen Yuan1, Yunlei Guo1
1State Key Laboratory of Reproductive Medicine and Offspring Health, School of Public Health, Nanjing Medical University, Nanjing 211166, China.
A new platform, SMARTdb, enables researchers to explore single-cell multi-omics data for reproductive science. It reveals conserved gene expression patterns and epigenetic regulation in germ cells across species.
Area of Science:
- Reproductive Biology
- Genomics
- Epigenetics
Background:
- Single-cell multi-omics sequencing is advancing reproductive research, but data accessibility remains a challenge for experimental scientists.
- A centralized, user-friendly platform is needed to explore the vast and growing single-cell multi-omics datasets in reproduction.
Purpose of the Study:
- To introduce the single-cell multi-omics atlas of reproduction (SMARTdb), an integrated platform for exploring reproductive development, aging, and disease.
- To provide a comprehensive resource covering multi-omics, multi-species, and multi-stage reproductive data.
Main Methods:
- Curated and analyzed over 2.0 million single-cell transcriptomic and epigenomic profiles from 6 species.
- Developed a user-friendly platform with functionalities including gene expression querying, custom plotting, and epigenome visualization.
Main Results:
- Identified conserved male germ cell-specific expression patterns for RPL39L and RPL10L between humans and model organisms.
- Found that DNA hypomethylation and open chromatin may cooperatively regulate RPL39L expression in both male and female germ cells.
Conclusions:
- SMARTdb offers a powerful tool for data mining and generating novel insights into reproductive biology.
- The platform facilitates the exploration of molecular dynamics underlying reproductive development, aging, and disease.
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