The attackers also destroyed parts of the chapel and stole money.
The sisters had been working there for 20 years in the order that had been founded by Teresa of Calcutta, according to Agenzia Fides.
They worked caring for AIDS victims in the local area through education.
Those responsible have not yet been found.