Shuto Deguchi

Translating cells between mouse, macaque and human scRNA-seq with a CycleGAN, without ortholog mapping, preserved developmental time structure, imputed missing states and produced more realistic synthetic cells than scGAN.

The paper shows that species-specific differences in cortical excitatory neuron subtypes arise from non-uniform scaling of neurogenesis timing, regulated by Wnt signaling in rats.