In single-cell analyses, we previously observed CMS3 as the CRC subtype with the highest incidence of PDZK1IP1 expression across 23 primary CRCs, which is defined by a highly metabolic gene signature (Fig. S5f, g)34. The gene discussed is PDZK1IP1; the disease is colorectal carcinoma.