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This may be counterintuitive, as it seems clear that GLP-1 drugs have overwhelmingly positive effects on kidney function

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This is the most significant limitation No statistical significance testing: The paper does not report p-values or statistical tests

As erythrocytes lack intracellular organelles, their metabolism is restricted to well-known cytosolic biochemistry: glycolysis, the pentose phosphate pathway (PPP), redox metabolism, oxygen metabolism, purine/nucleoside metabolism, and membrane transport

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Activation is catalyzed by fatty acyl-CoA synthetases (also called acyl-CoA ligases or thiokinases)