Born on 25 March 1826 in Örebro, Lagerholm was the daughter of the surveyor Nils Fredrik Wilhelm Lagerholm and his wife Anna Elisabeth Ekman.[1] She studied art in Stockholm, Paris and Düsseldorf, becoming proficient as a portraitist.