The rule of thumb of conducting clinical trials is to pre-specify study protocols before the start of trial. However, it is possible to have various protocol deviations occurred during the trial. In this talk, I will talk about different types of protocol deviation I have reviewed in the medical device clinical trials and discuss their impacts on the validity of statistical analysis.