Aug 10, 2023 · Foods rich in vitamin E include canola oil, olive oil, margarine, almonds and peanuts. You can also get vitamin E from meats, dairy, leafy greens and fortified cereals. Vitamin E is also available as an oral supplement in capsules or drops. Vitamin E deficiency can cause nerve pain (neuropathy).