Something as small as an incorrect transponder setting can lead to an accident if you allow yourself to become distracted. Here's how this pilot nearly lost control on takeoff, and what you can do to avoid the same mistake.
Contaminated fuel on the ground can lead to serious problems in the air. Here's an example of pilots that sumped their fuel and still had a contamination-related engine failure.