Capitalization for a name with lower case?

If someone's name is, for example, Jen de Guzman, and you wanted to formally address them like "Dear Mrs. so-and-so," do you capitalize the "de" in this instance? So would it be "Mrs. De Guzman" or "Mrs. de Guzman"?