Unless told otherwise by your professor, you should definitely use last name with a title, either "Professor Lastname:" or "Dr. Lastname:" if Dr. is appropriate.
No other introductory word is necessary, just place the colon after the last name.
In the USA, "Sincerely" is the standard closing for a formal or semi-formal letter. "Best regards," or "With regards," are also fairly standard.