Before comparing two trials, check whether they share an endpoint definition. Frequently they do not, and the numbers then are not comparable in any sense.
Trial populations are selected. Exclusion criteria in this class routinely remove people with significant renal impairment, prior pancreatitis and unstable psychiatric illness, which is exactly the population the results are then quoted for.
Open-label extensions are not the same evidence as the randomised phase. Once everyone knows what they are taking, the reported outcomes acquire a bias that no analysis fully removes.
Meta-analyses in this area are dominated by whichever trial contributed the most participants, so read the forest plot rather than the summary estimate.
I am not a clinician and this is not medical advice; it is a reading of a published protocol.
If a claim cannot be traced to a named trial with a named endpoint, treat it as a claim rather than as evidence.
edited 15 Feb 2026 by Dr_Nadia_Farsi — added a caveat about sampling