These large scale simulations allowed us to conduct in-silico randomized controlled trials of different dialysis modalities i.e. low flux (LF, negligible β2M clearance) and high flux (HF, higher β2M clearance) membranes in conventional thrice-weekly HD, HF dialysis in short and long daily sessions and HDF. This evidence concerns the gene B2M and hydrops fetalis.