In a nonhuman primate model, maternal exposure to a Western-style diet was linked to persistent pro-inflammatory changes in fetal and juvenile hematopoietic and immune cells, even after offspring were weaned to a healthy diet. This suggests maternal nutrition can program long-term immune cell development.