e. Eating enough protein is important to a healthy diet. Collagen peptides help your acne scars go away by removing the dead skin cells and improving the natural healing process of the skin. Scientific research is lacking for most collagen supplements, but a well-balanced diet gives your body the raw ingredients it needs to help it make collagen naturally. Collagen peptides are thought to help counteract this by increasing collagen production in the body.