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In a separate study , published in JAMA in August 2025, the same researchers found that, across ages, GLP-1s were associated with lower risk of some obesity-related cancers, such as endometrial, ovarian, and meningioma cancers, but with an increased risk of kidney cancer, and nonsignificant changes for several other cancers

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Its fragment-based structure makes it especially relevant for laboratories focused on targeted pathway behavior, receptor interaction patterns, and metabolic signaling relationships within a narrower analytical frame