The commonality is it was out of their control, they absolutely needed outside help just to survive, and that their odds were terrible. The existence of rare exceptions only highlights the fatality rate.
Unlike cancer, however, there's a known, 100% effective cure for poverty: money. GDP per employed person in the US is over $120000 while the average wage is just over $50k. The solution is obvious.