Cancer can't be shown definitely in regular blood work, but some type of cancers have strong relations with some blood count like at lymphoma, there is severe decrease in lymphocytes count. In types of Leukemia, there is severe decrease in red blood cells and platelts count. Liver cell carcinoma is associated with severe increase in AST and SGPT.