September 2024 Summaries

The inaugural scverse conference in Munich united the single-cell research community, including researchers and toolkit developers, to encourage collaboration and standardization within the field. Sponsored by TileDB, the event featured presentations and workshops, including a session led by TileDB and the Chan Zuckerberg Initiative (CZI) that demonstrated the integration of TileDB with CZI's CELLxGENE project, highlighting its scalable query capabilities for single-cell datasets. This integration facilitates machine learning model training and cell similarity searches on large-scale data, emphasizing TileDB's commitment to interoperability with scverse packages through an I/O API. The conference provided a platform to showcase TileDB's advancements, particularly its role in enabling efficient access to single-cell data, and fostered discussions on topics like machine learning and spatial transcriptomics, reinforcing the importance of community engagement in advancing single-cell analysis.

TileDB, a database designed for scientific discovery, and the Chan Zuckerberg Initiative (CZI) are set to host a workshop at the scverse Conference in Munich on September 12, 2024, focusing on training models using large single-cell RNA sequencing datasets. The workshop, led by Ryan Williams from TileDB and Maximillan Lombardo from CZI, will provide attendees with hands-on experience in working with CZI's CELLxGENE Discover Census, a dataset containing 70 million cells. Participants will learn about TileDB's capabilities in efficiently managing large datasets through its open-source data format and storage engine, as well as SOMA's language-agnostic data model for single-cell data. The workshop also includes discussions on specialized PyTorch loaders optimized for memory-efficient training. TileDB is noted for its ability to handle complex multimodal data, facilitating scientific insights, while Devika Garg, the Director of Product Marketing at TileDB, brings her extensive background in life sciences and science communication to the forefront of promoting these advanced data solutions.