It is narrated from Sayyiduna Ibn Abbas (may Allah be pleased with them both) that the Messenger of Allah (peace and blessings be upon him) said: "When one of you stands for prayer, let him not close his eyes."
Hadith Referenceالمعجم الكبير للطبراني / باب العين / 10910