It's explicitly forbidden in the Quran. Those who collect interest cannot stand before God and such. It was also forbidden by the law of Moses in the old testament. I'm not clear on when or how the Jews later managed to justify this practice. Islam still forbids it. Judaism and Christianity no longer do.