Methodological variability is a major concern in cancer research due to its potential to influence the reproducibility and validity of scientific findings. It can lead to inconsistent results, making it difficult to draw definitive conclusions and develop effective treatment strategies. For instance, variability in the handling of biological samples or the use of different statistical methods can lead to conflicting outcomes, hindering the progress of research.