In this study, we (1) assessed the beneficial effects of LGG during late pregnancy and lactation on sow insulin sensitivity, lactation performance, the gut microbiota, and survival rates in offspring piglets; and (2) identified potential mechanisms whereby LGG modulated the gut microbiota and serum metabolites to alleviate insulin resistance. Here, INS is linked to Insulin resistance.