During the earliest stages of cancer, physicians often have difficulty detecting it because there are too few circulating tumor cells to find in the blood. Cancer can give hints of its presence through specific proteins that appear in the bloodstream, but even then, these cancer “signatures” may be so few in number – about a million to a billion times lower than other proteins in the blood – that they can go undetected.