Following a preliminary study on a smaller set of patients where we demonstrated that such models work reasonably well and outperform the baseline for prediction of ferritin levels, but less so for Hb [22], here, we focus on three parameters related to the patient wellbeing, namely depression, overall tiredness, and physical tiredness. The gene discussed is GSTM1; the disease is depressive disorder.