Capsicum can cause allergies, and bell peppers can cause an unfavorable reaction on the immune system. Some people are sensitive to its smell and taste. Symptoms include a runny nose, itchy eyes, cough, swollen lips, and sneezing. It is not a common allergy as capsicum is considered safe for most people.