Bubonic Plague is a life-threatening disease known for killing millions of people in Europe during the Middle Ages. CDC says around 7 human plague cases are reported each year in the US. The disease is caused by the bacterium Yersinia pestis and transferred to humans after being bitten by a flea carrying it. It infects your lymphatic system causing inflammation.