Behavioral intervention to include lifestyle counseling on hypocaloric, low carbohydrate diet (15-20% calories from carbohydrate, 59-63% as total fat (<10% saturated fat, at least 37% monounsaturated fat, remaining as polyunsaturated fat). Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, moderate low fat diet (30% calories from fat) weight management based on the Look AHEAD study. Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on selecting a healthy Mediterranean diet, no caloric restriction. Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, low carbohydrate diet (15-20% calories from carbohydrate, 59-63% as total fat (<10% saturated fat, at least 37% monounsaturated fat, remaining as polyunsaturated fat). Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, moderate low fat diet (30% calories from fat) weight management based on the Look AHEAD study. Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, low carbohydrate diet (15-20% calories from carbohydrate, 59-63% as total fat (<10% saturated fat, at least 37% monounsaturated fat, remaining as polyunsaturated fat). Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, moderate low fat diet (30% calories from fat) weight management based on the Look AHEAD study. Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, low carbohydrate diet (15-20% calories from carbohydrate, 59-63% as total fat (<10% saturated fat, at least 37% monounsaturated fat, remaining as polyunsaturated fat). Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, moderate low fat diet (30% calories from fat) weight management based on the Look AHEAD study. Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, low carbohydrate diet (15-20% calories from carbohydrate, 59-63% as total fat (<10% saturated fat, at least 37% monounsaturated fat, remaining as polyunsaturated fat). Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, moderate low fat diet (30% calories from fat) weight management based on the Look AHEAD study. Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on selecting a healthy Mediterranean diet, no caloric restriction. Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, low carbohydrate diet (15-20% calories from carbohydrate, 59-63% as total fat (<10% saturated fat, at least 37% monounsaturated fat, remaining as polyunsaturated fat). Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, moderate low fat diet (30% calories from fat) weight management based on the Look AHEAD study. Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on selecting a healthy Mediterranean diet, no caloric restriction. Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, low carbohydrate diet (15-20% calories from carbohydrate, 59-63% as total fat (<10% saturated fat, at least 37% monounsaturated fat, remaining as polyunsaturated fat). Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, moderate low fat diet (30% calories from fat) weight management based on the Look AHEAD study. Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, low carbohydrate diet (15-20% calories from carbohydrate, 59-63% as total fat (<10% saturated fat, at least 37% monounsaturated fat, remaining as polyunsaturated fat). Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, moderate low fat diet (30% calories from fat) weight management based on the Look AHEAD study. Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, low carbohydrate diet (15-20% calories from carbohydrate, 59-63% as total fat (<10% saturated fat, at least 37% monounsaturated fat, remaining as polyunsaturated fat). Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, moderate low fat diet (30% calories from fat) weight management based on the Look AHEAD study. Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, low carbohydrate diet (15-20% calories from carbohydrate, 59-63% as total fat (<10% saturated fat, at least 37% monounsaturated fat, remaining as polyunsaturated fat). Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, moderate low fat diet (30% calories from fat) weight management based on the Look AHEAD study. Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, low carbohydrate diet (15-20% calories from carbohydrate, 59-63% as total fat (<10% saturated fat, at least 37% monounsaturated fat, remaining as polyunsaturated fat). Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, moderate low fat diet (30% calories from fat) weight management based on the Look AHEAD study. Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, low carbohydrate diet (15-20% calories from carbohydrate, 59-63% as total fat (<10% saturated fat, at least 37% monounsaturated fat, remaining as polyunsaturated fat). Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, moderate low fat diet (30% calories from fat) weight management based on the Look AHEAD study. Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, low carbohydrate diet (15-20% calories from carbohydrate, 59-63% as total fat (<10% saturated fat, at least 37% monounsaturated fat, remaining as polyunsaturated fat). Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, moderate low fat diet (30% calories from fat) weight management based on the Look AHEAD study. Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, low carbohydrate diet (15-20% calories from carbohydrate, 59-63% as total fat (<10% saturated fat, at least 37% monounsaturated fat, remaining as polyunsaturated fat). Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, moderate low fat diet (30% calories from fat) weight management based on the Look AHEAD study. Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, low carbohydrate diet (15-20% calories from carbohydrate, 59-63% as total fat (<10% saturated fat, at least 37% monounsaturated fat, remaining as polyunsaturated fat). Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.

Behavioral intervention to include lifestyle counseling on hypocaloric, moderate low fat diet (30% calories from fat) weight management based on the Look AHEAD study. Using a priori decision rules at 3.5 and 7 months post-initial randomization, those for whom the diet assigned is not acceptable or is not effective will be re-randomized.