Since his older brother Yoshikatsu TAKEDA became an adopted child of the Mochizuki family (Nobuyori MOCHIZUKI) and died young right after his father, Nobutoyo succeeded the household.
兄の武田義勝が望月家の養子（望月信頼）となり、また父の死の直後に早世したため跡を継ぐ。