As mentioned above, genetics. There are several disorders that can cause polycythemia. One of them is Janus Kinase 2 (JAK2) mutation.

There are numerous hereditary disorders. Same for clotting problems. There is a mutation of the clotting cascade that falls under the Leiden factor V (Factor 5) classification. It can cause thrombophilia.