Preheat the oven to 375°F (190°C).
Cook the pasta according to the package directions until al dente. Drain well.
Meanwhile, brown the sausage in a large skillet over medium heat, breaking it into crumbles. Drain any excess grease.
Stir the marinara sauce and Italian seasoning into the cooked sausage.
Add the cooked pasta and half of the mozzarella cheese. Stir until evenly combined.
Transfer the mixture to a lightly greased 9×13-inch baking dish.
Sprinkle the remaining mozzarella cheese over the top, followed by the Parmesan cheese.
Bake for 20–25 minutes, or until the cheese is melted, bubbly, and lightly golden.
Let the casserole rest for about 5 minutes before serving.