First, anemia of CRF was associated with distinct changes in the gut microbiota, particularly in the abundances of P. copri, F. prausnitzii, and E. coli, accompanied by specific metabolic disturbances in both the gut and host, and these changes were consistent with both Hb levels and eGFR. The gene discussed is GSTM1; the disease is anemia (phenotype).