Roles of the cabinet and the Executive Office of the President

What are the different roles of the cabinet and the Executive Office of the President? Why is the Executive Office of the President, especially the White House Office, considered to be closer to the president both personally and politically? What are the effects of the tension between the cabinet and the Executive Office of the President and the White House Office on presidential decision making?