We correct an error in the paper identified in the title. The error affects the factor before the square root of entropy in Theorem 1; the same factor appears in Theorem 2.
"Measure concentration for Euclidean distance in the case of dependent random variables." Ann. Probab. 38 (1) 439 - 442, January 2010. https://doi.org/10.1214/09-AOP463