Thomas Thresher, a mathematical genius living in Victorian London, finds himself turning into a tree, a symptom of the Peculiarities, a strange condition afflicting different life forms, as he tries to solve the mystery of the disease and links it to theconnections between magic, his family's bank, and the secret occult societies of the city.