Indian stock markets closed lower on Tuesday, with the Nifty50 and Sensex declining over 1% each. Heavy selling by foreign investors and weak global cues dampened investor sentiment. Despite a brief morning rally, indices succumbed to selling pressure, dragged down by losses in major stocks like NTPC and HDFC Bank.