They're a group of over-the-counter meds that are arguably the most trusted to soothe aches and fever—and two major stores ...

According to the FDA, while allergic reactions to color additives are rare, dyes must be included in product labels.

Color additives have faced increased scrutiny since the FDA banned Red Dye No. 3, citing concerns over its links to cancer.