Chavez, 58, returned to Caracas two weeks ago after two months in Cuba, where he underwent his fourth round of cancer surgery since he was first diagnosed with the disease in June 2011.
Villegas reiterated that Chavez was undergoing "intensive chemotherapy, as well as complementary treatments."
"His condition continues to be very delicate," Villegas said.