Mark E. Crovella

DESP resolves cell state contributions to bulk molecular measurements using single-cell data, demonstrating accuracy in reconstructing proteome and transcriptome signatures during epithelial-to-mesenchymal transition.

This paper introduces a method to transfer knowledge across species by integrating sequence and network structure to create functional embeddings of proteins, showing improved cross-species functional similarity and phenolog prediction.