Beta cells are insulin-producing cells in your pancreas. When they are over-worked, they get burned out. The kicker is that when this happens, you can't get them back. This is usually an issue for senior citizens, but thanks to our unhealthy lifestyles of today, Doctors are seeing preteens showing signs of beta cell burnout. Beta cell burnout is a huge prediabetic sign. That is very sobering.