In our study, we found that vitamin D deficiency in utero persistently downregulates Jarid2 expression and activates the immune cell Mef2/PGC1α pathway in donor HSCs, recipient BM, and adipose macrophages despite postnatal VD supplementation, suggesting a stable epigenetic program in immune cells. Here, JARID2 is linked to vitamin D deficiency.