“There have been a growing range of landmark experiments that clearly show how incomplete our knowledge is around the impact of synonymous mutations. Then, we comprehensively analyse recognized most cancers gene mutations throughout various cancer types by integrating information on tumour genetic alterations with known gene annotations. Our ana