Is there any chemical that cause myeloma?

Possibly. The United States government believes there is an association between agent orange that was used in vietnam and a variety of cancers including multiple myeloma. Although there is no conclusive proof of causation there are benefits for veterans exposed to agent orange who develop multiple myeloma.
Not really. There have been associations with certain dyes and herbicides but no strong associations other than exposure to high doses of radiation.