Proper nouns (a specific person, place, or thing) must be capitalized. New Manhattan is the nickname of a place, so it also follows the rule of capitalization for the first letter of each word in the name.
Ex: Let's go to Little Tokyo for lunch.
Ex: Stacey's nickname is Stace.