I agree that there is a lack of long term studies into fatigue
And there will likely never be any gold standard randomised control studies because for this type of study you need a very large number of people over a very long time for which you can control for so many variables. All you will be able to do is observational epidemiology studies at best, which, can't prove causality. Only correlation or association at best - but easily picked apart (when convenient).