Midface volume deficit refers to the loss of volume in the midface region, including the cheeks and under-eye area, due to aging, weight loss, or other factors. This can lead to a sunken appearance and accentuate wrinkles. Treatment options include dermal fillers and fat grafting to restore volume and improve facial contours.