Of course it matters. There's a ton of evidence discussing quality of calories rather than quantity.
Low glycemic index slowly digestible carbs in the AM, protein throughout, cla, omega-3 fats, lots of veggies and fiber.
You could meet your macros with protein shakes, high fructose corn syrup...