The disease that afflicted Joseph Merrick was Proteus syndrome. It is a rare congenital disorder with approximately 200 recorded cases. The exact cause of the disorder is unknown, although there is some debate over a couple of possible candidate genes - these are PTEN, a tumour suppressor and GPC3 which is involved in cell proliferation and tissue growth.
The signs of the disease are not present at birth, they develop a few years later and include benign tumours, rough skin, and unusually large hands, feet, and head. The condition was first identified in 1979.
For many years it was thought that Merrick had suffered from a genetically inherited disorder called neurofibromatosis. His DNA has been analysed for the causative NF1 gene, but the results were inconclusive. And then Proteus syndrome was postulated and is now the widely accepted diagnosis. Unlike neurofibromatosis it is not inherited and affects tissues other than nerve cells.
During his lifetime Merrick thought that his condition was due to his mother being scared of an elephant whilst she was pregnant with him.