Our study demonstrated for the first time that CDPK3 of less virulent strain interacts with the host Atg3 and Atg5 to activate the host autophagy, and then leads to sequential recruitment of immune-related proteins to PV membrane, which promotes the control of acute infection and establishs long-term latency in the macrophages. Here, ATG5 is linked to infection.