A DT model trained on the in vivo dataset (GSE230320), using the genes PLAGL2, CMTM7, NR1D2, and PCYT1B, not only accurately predicted cataracts in the other in vivo dataset but also demonstrated good predictive performance in two separate ex vivo datasets. Here, PCYT1B is linked to cataract.