Additional Contributions: Rachel Adler assisted in evaluating food sources of fat for this study. The following WHI investigators, staff, and participants contributed their time and effort to obtaining the WHI data that were presented in this manuscript: at the program office, Barbara Alving, Jacques Rossouw, Shari Ludlam, Linda Pottern, Joan McGowan, Leslie Ford, and Nancy Geller (National Heart, Lung, and Blood Institute, Bethesda, Maryland); at the clinical coordinating center, Ross Prentice, Garnet Anderson, Andrea LaCroix, Charles L. Kooperberg, Ruth E. Patterson, and Anne McTiernan (Fred Hutchinson Cancer Research Center), Sally Shumaker (Wake Forest University School of Medicine, Winston-Salem, North Carolina), Evan Stein (Medical Research Labs, Highland Heights, Kentucky), and Steven Cummings (University of California at San Francisco); at the clinical centers, Sylvia Wassertheil-Smoller (Albert Einstein College of Medicine, Bronx, New York), Jennifer Hays (Baylor College of Medicine, Houston, Texas), JoAnn Manson (Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts), Annlouise R. Assaf (Brown University, Providence, Rhode Island), Lawrence Phillips (Emory University, Atlanta, Georgia), Shirley Beresford (Fred Hutchinson Cancer Research Center), Judith Hsia (George Washington University Medical Center, Washington, DC), Rowan Chlebowski (Los Angeles Biomedical Research Institute at Harbor–University of California, Los Angeles Medical Center, Torrance), Evelyn Whitlock (Kaiser Permanente Center for Health Research, Portland, Oregon), Bette Caan (Kaiser Permanente Division of Research, Oakland, California), Jane Morley Kotchen (Medical College of Wisconsin, Milwaukee), Barbara V. Howard (MedStar Research Institute/Howard University, Washington, DC), Linda Van Horn (Northwestern University, Chicago, Illinois), Henry Black (Rush Medical Center, Chicago), Marcia L. Stefanick (Stanford Prevention Research Center, Stanford, California), Dorothy Lane (State University of New York at Stony Brook), Rebecca Jackson (The Ohio State University, Columbus), Cora E. Lewis (University of Alabama at Birmingham), Tamsen Bassford (University of Arizona), Jean Wactawski-Wende (University at Buffalo, Buffalo, New York), John Robbins (University of California, Davis, Sacramento), F. Allan Hubbell (University of California, Irvine), Howard Judd (University of California, Los Angeles), Robert D. Langer (University of California, San Diego, LaJolla), Margery Gass (University of Cincinnati, Cincinnati, Ohio), Marian Limacher (University of Florida, Gainesville), David Curb (University of Hawaii, Honolulu), Robert Wallace (The University of Iowa, Iowa City), Judith Ockene (University of Massachusetts/Fallon Clinic, Worcester), Norman Lasser (University of Medicine and Dentistry of New Jersey, Newark), Mary Jo O’Sullivan (University of Miami, Miami, Florida), Karen Margolis (University of Minnesota, Minneapolis), Robert Brunner (University of Nevada, Reno), Gerardo Heiss (University of North Carolina, Chapel Hill), Lewis Kuller (University of Pittsburgh, Pittsburgh, Pennsylvania), Karen C. Johnson (University of Tennessee, Memphis), Robert Brzyski (The University of Texas Health Science Center, San Antonio), Gloria E. Sarto (University of Wisconsin, Madison), Denise Bonds (Wake Forest University School of Medicine), and Susan Hendrix (Wayne State University School of Medicine/Hutzel Hospital, Detroit, Michigan).