Zhiming Dai

scE2TM improves single-cell embedding interpretability by integrating external knowledge, achieving better clustering and revealing biological perturbation signatures across datasets.

The paper identifies TF pairs where knockout of one TF leads to expression changes in genes regulated by its interaction partner, showing that knockout analysis can misrepresent wild-type TF functions.