Yes, collagen can play a role in improving the appearance of acne scars. By stimulating collagen production, treatments like microneedling and laser therapy can help fill in depressed scars and improve skin texture. Additionally, topical products containing retinol or vitamin C can help fade discoloration associated with acne scars.