Not all gene duplications lead to cancer; some may be benign or even beneficial under certain circumstances. However, the context in which the duplication occurs is crucial. For instance, duplications in tumor suppressor genes, which normally help to inhibit cell growth, can disrupt their function and contribute to cancer progression.