The official cause was cholera, which was spreading through the city that autumn. It was said that he had drunk unboiled water a few days earlier.
Some writers have since claimed that he took his own life, but most scholars accept cholera. Thousands lined the streets for his funeral, paid for by Tsar Alexander III, and the Pathétique, performed again soon after, became one of the best-loved symphonies.
Source: Wikipedia