Besides, many co-inhibitory molecules, including PDCD1, HAVCR2, LAG3, ICOS, PRDM1, and MAF, were markedly downregulated in TRM (Fig. 5d), supporting an activated cell state in achalasia. The gene discussed is PRDM1; the disease is Achalasia.