It’s easy to jump to conclusions when you read a headline that suggests the buzzy sleep supplement melatonin is linked with heart failure. While recent research presented at the American Heart Association’s Scientific Sessions did find a link between long-term melatonin use and a higher risk of heart failure, the exact reason for this is muddled.