Collider in RCT Subgroup Analysis

This is exactly the kind of question that will help me in figuring this out. It seems to me that if you could have done a meaningful and easily interpretable clinical trial on the subgroup in question, you should be able to figure out interaction effects involving that factor in a larger trial.