Specifically, differences in the proportions of subtypes in each study could have led to different results considering that seminomas rarely produce AFP but may have a variable amount of HCG; in contrast, high AFP levels in yolk cell tumors and high HCG levels in choriocarcinomas are common and strongly correlated with the whole tumor volume. The gene discussed is AFP; the disease is seminoma.