According to phage lifestyle prediction from PhageScope, apart from Escherichia phage If1, all other phages positively associated with diabetes were temperate phages of the Podoviridae and Siphoviridae families, with the majority known to infect E. coli, and displaying strong correlations with abundance of E. coli. This evidence concerns the gene ATP5IF1 and diabetes mellitus.