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CCL2 (Fig

SHAP analysis revealed that antihypertensive and anti-cholesterol treatments had a negative impact on predicted eGFR, probably reflecting more advanced disease (Fig

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Key microbial groups involved in this process include Firmicutes, such as Lachnoclostridium, Clostridium hathewayi, Clostridium asparagiformis, and Clostridium sporogenes, as well as Proteobacteria, such as Escherichia coli MS 200-1, Escherichia fergusonii, Proteus penneri, Edwardsiella tarda, and Desulfovibrio desulfuricans