Herein, we constructed engineered bacteria Clostridium butyricum‐GLP‐1 that is capable of secreting GLP‐1 and butyric acid to treat spontaneous hypertensive rats (SHR) via oral administration of probiotic suspension and assess the cardiac improvement effect of the engineered probiotic strain on hypertension. Here, GLP1R is linked to Hypertension.