Business Insider New evidence suggests the coronavirus was likely spreading in the US and France as early as December A model from researchers at Northeastern University suggests that the coronavirus had started spreading in New York, San Francisco, Chicago, Boston, and Seattle by early February. Thousands of people were probably unknowingly contracting the disease, The New York Times reported.