A bacterium infected with phage, which is integrated with the bacterial genetic material. All progeny are likewise infected and have the capacity to produce phage (by occasional cells undergoing lysis spontaneously or after application of inducing agents, e.g. ultra-violet light). Lysogenic bacteria are not sensitive to the phage they carry.