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Description
The full dataset -- covering 14,252 posts across all three GLP-1 drugs -- is available at weightsnap.app/research and published on Zenodo (DOI: 10.5281/zenodo.18943922)

Risk of End-Stage Renal Disease Among Patients with Lupus Nephritis on GLP-1 Receptor Agonists: A Retrospective Cohort Study [abstract]

However, there are fewer studies on the effects of GLP-1 on the Wnt/LRP5/-catenin signalling pathway and TCF7L2 gene association, and further studies are still needed to clarify the relationship between the two

Works cited SV Labs Corporation - 716503 - 12/09/2025 | FDA, accessed December 30, 2025, CDL Services, Inc

In addition, data obtained in preclinical models and small cohorts suggest that the GLP1RAs liraglutide may downregulate PCSK9, a major inhibitor of LDL-receptor expression associated with the development of atherosclerosis [25, 26]

This raises the intriguing possibility of a class effect, where GLP-1RAs could represent a novel therapeutic approach across multiple IMIDs, given the overlap in immunometabolic mechanisms common to these diseases
