This systematic review analyzed 69 studies to show that gut microbiota diversity is decreased and composition is altered in chronic kidney disease (CKD) patients, even at early stages, with specific bacterial patterns linked to disease progression and mortality. The main limitation is the need for large randomized clinical trials to confirm the impact of microbiota modulation on clinical outcomes.