Once a coin is collected, it remains even after your run ends. You can replay levels to get missed coins. It is always better to play cautiously and not get coins that will always end your run. Coins can be spent on extra lives or more characters. Because new characters are only cosmetic, purchasing more lives is the better option. To earn extra coins, play Endless mode. It has no entry fee and the coins respawn with each run.