1550s, from turn (v.) + coat (n.). The image is of one who attempts to hide the badge of his party or leader. The expression to turn one's coat "change principles or party" is recorded from 1570s.
turmeric
turmoil
turn
turn-around
turnbuckle
turncoat
turner
turnip
turnkey
turn-off
turn-on