The PCD-related genes contained the key regulatory genes of twelve PCD patterns which is mentioned above. Genes were collected from GSEA gene sets, KEGG, review articles, and manual collation [10]. The ultimate gene list was the concatenation regulatory genes of twelve PCD patterns.