Narein Rao

Renoir maps ligand-target activities across spatial topologies and identifies context-specific cell-cell interactions from spatial transcriptomics data.

GRNITE improves gene regulatory network inference by combining text embeddings and graph neural networks, enhancing AUROC and recall across methods.

The paper analyzes scRNA-seq data to infer clone-specific gene regulatory networks in tumors and shows distinct network architectures and treatment-induced rewiring across cancer types.