No pre-treatment predictors fulfilled the criteria of being an appropriate predictor of response/non-response. This was due to high RoB, conflicting results and a large heterogeneity between the studies. Future studies must be well-designed and follow strict protocols to produce robust results.
Buhl et al. (Sat,) studied this question.