Preheat the oven to 350 degrees F. Grease a 9-by-13-by-2-inch baking dish with nonstick cooking spray or butter.
Place the chicken in a large pot with water to cover. Add some salt, bring to a boil, then reduce the heat to a low simmer and cook the chicken until tender, about 45 minutes. Drain the chicken, cover, and refrigerate until cool, or up to 24 hours. Shred.
Meanwhile, bring a medium pot of generously salted water to a boil. Add the broccoli florets, and boil until crisp-tender, 2 to 3 minutes.
Spread the rice in an even layer in the baking dish. Make a second layer with the broccoli. In a large bowl, mix the chicken soup, the sour cream, mayonnaise, lemon juice, shredded chicken, half the Cheddar and some salt and pepper. Pour the mixture over the broccoli and top with the remaining Cheddar. Bake for 40 minutes; let stand for 5 minutes before serving.
Adapted "Georgia Cooking in an Oklahoma Kitchen" by Trisha Yearwood © Clarkson Potter 2008. Provided courtesy of Trisha Yearwood. All rights reserved.