Daisy Yi Ding

The paper uses plasma proteomics to estimate biological age of multiple cell types and links aging signatures to disease risk and mortality across 60,000 individuals.

CellFluxV2 is an image-generative model that predicts cell morphology changes under perturbations, achieving higher image fidelity than baselines and enabling batch-effect correction and cell-state interpolation.

The paper uses spatial imaging and computational analysis to identify features in metastatic tumors that predict response to immune checkpoint inhibition in TNBC patients.