In cancer research, noise refers to random variations or fluctuations in data that can obscure true signals. This can occur at various stages of research, from genomic sequencing to clinical trials. Noise can arise due to technical limitations, biological variability, or even environmental factors. Understanding and minimizing noise is crucial for the accuracy and reliability of cancer studies.