Police were seen investigating at the CTA Racine Station on the city's West Side around midnight.
Chicago police said the 54-year-old male victim did not appear to have any trauma.
Police are working to figure out how the man died.
Trains were running with delays between UIC-Halsted and Illinois Medical District, the CTA said.
By 8 a.m. all services resumed to regular operations.
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