Martirena is a surname. Notable people with the surname include:
Gastón Martirena (born 2000), Uruguayan footballer Margarita Martirena (born 1966), Uruguayan sprinter Patricia Janiot (born 1963), Colombian-American journalist, full name Ángela Patricia Janiot Martirena