The authors wish to thank Steve Horvath, Desmond Smith, Xia Yang, Sudheer Doss, Anatole Ghazalpour, Pek Lum, and John Lamb for valuable discussions and insights. We thank Leslie Ingram-Drake for work on data preparation. Initial work on construction of the BXH.ApoE−/− cross was done by Weibin Shi.