Since Spp1 was the most upregulated gene in macrophages, they then went on to determine the role of SPP1 in AF development by introducing the bone marrow cells of Spp1−/− mice into the wild-type mice that underwent the HOMER procedure. Here, SPP1 is linked to atrial fibrillation.