In 179 pCCA patients, Wang et al [31] reported an established nomogram model to preoperatively evaluate LNM using a deep learning radiomics signature (DLR), CA19-9 level, CEA level, and CT-reported lymph node staging. Here, CEACAM5 is linked to progressive cerebello-cerebral atrophy.