Meanwhile, the abundance of Firmicutes significantly increased in the HFD-fed ApoE−/− mice, O3-RI reduced the abundance of Firmicutes. It was reported that the Firmicutes to Bacteroidetes ratio was positively associated with cardiovascular diseases (Emoto et al., 2016). Here, APOE is linked to cardiovascular disorder.