Gene silencing can contribute to cancer by turning off critical tumor suppressor genes. Tumor suppressor genes are responsible for regulating cell growth and ensuring that cells do not proliferate uncontrollably. When these genes are silenced, cells can grow unchecked, leading to tumor formation and cancer progression.