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[1] Certain patients should generally avoid NSAIDs, including those with advanced kidney disease, prior complicated ulcers or upper GI bleeding, decompensated heart failure, cirrhosis, or third-trimester pregnancy

documented the utility and current limitations of AOPs in regulatory risk assessment, noting that the framework supports hazard characterisation and integrated approaches to testing and assessment (IATA), but that quantitative response-response relationships remain underdeveloped (Bajard et al., 2022, DOI)

Fessel, J

Tirzepatide demonstrated a lower risk of the secondary composite endpoint in heart failure hospitalization, urgent heart failure visit or all-cause mortality compared to dulaglutide HR 0.75 (95% CI 0.65 to 0.86)

This apparent contradiction highlights the complex and adaptive nature of cellular signaling and compensatory mechanisms under oxidative stress and urges researchers to pay attention to the downstream regulation of GLP-1 (fibroblast growth factor 21 in this context) when developing GLP-1RAs medication
