Supplements for joints are often made of beef cartilage or shellfish, and more manufacturers are using gelatin-based soft gels or capsules, says Tod Cooperman, president of ConsumerLab.com, a website that evaluates supplements.

WSJ: When Pills and Medicines Get Into the Wrong Paws