Independent · non-commercial · publishes on a quarterly cycle|Current cycle 2026 Q3
Compound Evidence InstituteEvidence synthesis · established 2023Graded assessments of compounds, trials, methods and supply
Document set current to 30 July 2026
Certainty index

Low certainty

Confidence in the effect estimate is limited. The true effect may be substantially different from the estimate.

Graded outcomes

52 documents · page 1 of 2

Table 1. Outcomes and syntheses graded at low certainty, on this page.

DocumentTypeEffect or conclusion as recorded
Semaglutide in prediabetesEvidence extractReversion to normoglycaemia in 84.1 % of participants with prediabetes at baseline versus 47.8 % with placebo (STEP 1)
Semaglutide in lean-mass preservationEvidence extractApproximately 39 % of total mass lost was lean mass in the DXA substudy
Tirzepatide in mashEvidence extractResolution of steatohepatitis without worsening fibrosis in 44–62 % across doses versus 10 % with placebo at 52 weeks
Tirzepatide in lean-mass preservationEvidence extractApproximately 25 % of total mass lost was lean mass in the body-composition substudy
Tirzepatide in knee osteoarthritisEvidence extractWOMAC pain score improvement exceeding placebo at 68 weeks
Retatrutide in mashEvidence extractLiver-fat reduction exceeding 80 % relative at higher doses in a phase 2 imaging substudy
Cagrilintide in type 2 diabetesEvidence extractCombination with semaglutide 2.4 mg gave −15.6 % weight and −2.2 % HbA1c at 32 weeks
Dulaglutide in chronic kidney diseaseEvidence extractSlower eGFR decline versus insulin glargine in moderate-to-severe chronic kidney disease
Danuglipron in obesityEvidence extract−8.0 to −13.0 % body weight at 32 weeks across doses, with discontinuation rates above 50 % in some arms
Survodutide in mashEvidence extractHistological improvement in fibrosis without worsening of steatohepatitis in 34.5 % at 4.8 mg versus 22.4 % with placebo at 48 weeks
Survodutide in type 2 diabetesEvidence extract−1.7 % HbA1c at 16 weeks in phase 2
Ecnoglutide in obesityEvidence extract−13.2 % body weight at 48 weeks with the highest dose versus −0.5 % with placebo in a Chinese phase 3 trial
Petrelintide in obesityEvidence extract−8.6 % body weight at 16 weeks in a phase 1b multiple-ascending-dose study versus −1.7 % with placebo
Amycretin in obesityEvidence extract−13.1 % body weight at 12 weeks in a phase 1b subcutaneous study versus −1.1 % with placebo
Maridebart cafraglutide in obesityEvidence extract−16.2 % body weight at 52 weeks at the highest dose in phase 2 versus −2.5 % with placebo
Maridebart cafraglutide in type 2 diabetesEvidence extract−2.2 % HbA1c reported at 52 weeks in phase 2
Pramlintide in obesityEvidence extract−3.7 kg at 16 weeks versus placebo in a non-diabetic obesity study
Tesamorelin in mashEvidence extractLiver fat fraction reduced by 4.1 percentage points versus 0.9 with placebo at 12 months in people with HIV and hepatic steatosis
CJC-1295 in gh axisEvidence extractMean IGF-1 increased 1.5- to 3.0-fold above baseline and remained elevated for 6 to 11 days after a single dose in a phase 1 study of 11 participants
Ipamorelin in gh axisEvidence extractDose-dependent growth-hormone release demonstrated in preclinical models and in early human study
Hexarelin in gh axisEvidence extractMarked acute growth-hormone release; the response attenuates substantially over 8 to 16 weeks of continuous administration
GHRP-6 in gh axisEvidence extractDose-dependent acute growth-hormone release with attenuation on repeated administration
AOD-9604 in knee osteoarthritisEvidence extractA small trial in knee osteoarthritis reported no significant benefit on the primary endpoint
Thymosin beta-4 in wound healingEvidence extractPhase 2 trials in dry-eye disease, epidermolysis bullosa and venous stasis ulcers reported signals on some secondary endpoints without meeting primary endpoints consistently
GHK-Cu in wound healingEvidence extractSmall controlled dermatological studies report improvements in skin roughness, wrinkle depth and collagen density with topical application over 12 weeks
LL-37 in wound healingEvidence extractA phase 1/2 trial of intralesional LL-37 in hard-to-heal venous leg ulcers reported greater ulcer-area reduction at intermediate doses than at the highest dose
SS-31 (elamipretide) in hfpefEvidence extractA phase 2 trial in heart failure with preserved ejection fraction did not demonstrate benefit on the primary endpoint
Glutathione in cognitionEvidence extractSmall randomised trials of intravenous and intranasal glutathione in Parkinson disease reported no significant benefit over placebo on motor endpoints
Kisspeptin-10 in pcosEvidence extractKisspeptin-54 has been used as an oocyte-maturation trigger in assisted reproduction with reported reduction in ovarian hyperstimulation risk compared with human chorionic gonadotropin
Kisspeptin-10 in sexual dysfunctionEvidence extractSmall randomised crossover studies in men with hypoactive sexual desire reported changes in limbic activation on functional imaging and in behavioural measures
Change in lean mass during pharmacologically induced weight reductionSynthesisLow certainty evidence from body-composition sub-studies embedded in weight-loss trials indicates that the proportion of mass lost that is lean tissue in incretin-induced weight reduction ranges from…
Analytical surveys of unregulated peptide supplySynthesisLow certainty evidence from a small number of analytical surveys indicates that identity is usually confirmed for the principal high-volume compounds and that content against label claim is more…
Percentage weight change as a surrogate outcomeSynthesisLow certainty evidence indicates that percentage weight change is an imperfect surrogate. The Institute records two observations that constrain the inference in opposite directions: within the…
The rodent thyroid C-cell signal and its human relevanceSynthesisLow certainty evidence bears on this question. The rodent finding that motivates the boxed warning is reproducible and dose-dependent; the density of glucagon-like peptide-1 receptors on rodent…
Delayed gastric emptying, residual gastric content and procedural sedationSynthesisLow certainty evidence, almost entirely observational, indicates that residual gastric content is found more often in treated patients after a standard fasting period. Pulmonary aspiration is rare…
Bacterial endotoxin in research-supply peptide presentationsSynthesisLow certainty evidence bears on this question because almost no data exist. Endotoxin was reported on none of the certificates in the Institute’s sampled set. The Institute records that endotoxin is…
Melanocortin receptor agonists: approved indications and supplied usesSynthesisLow certainty evidence bears on the supplied uses. One compound in this group holds an approval on the basis of two randomised trials reporting a statistically significant but numerically small…
Mitochondria-targeted peptides in bioenergetic disordersSynthesisLow certainty evidence describes this field. A crossover phase 2 trial in a small sample reported an increase in six-minute walk distance; the subsequent adequately powered phase 3 trial did not meet…
Thymic peptides in infection and immune supportSynthesisLow certainty evidence supports a modest effect of thymosin alpha-1 in chronic viral hepatitis in an era of therapy now superseded, and a single-country mortality signal in severe sepsis that has not…
Distribution of access to obesity pharmacotherapySynthesisLow certainty evidence indicates that eligibility under the pivotal trial criteria substantially exceeds treated prevalence in every jurisdiction for which the Institute could obtain data, and that…

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