What GLP-1 Clinical Trials Actually Showed — GLP-1 Data Series
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What GLP-1 Clinical Trials Actually Showed

Every major trial's headline results in one place — weight loss, completion rates, cardiovascular outcomes, and the gap between on-treatment and intention-to-treat estimates that most presentations don't show.

Last updated: April 2026

What the evidence showed under ideal conditions

GLP-1 clinical trials have demonstrated substantial weight loss and, in the case of SELECT, cardiovascular event reduction. These results are the foundation for coverage decisions, formulary design, and ROI modeling. However, the headline numbers cited in most vendor presentations — often the on-treatment estimate from the highest-responding subgroup — represent one of several ways to read the trial data.

This page presents every major trial's results including both on-treatment and intention-to-treat estimates, completion rates, responder analyses, and the concomitant lifestyle interventions that were part of every trial protocol. Understanding what the trials actually showed — and what they didn't measure — is essential context for interpreting the real-world data that follows in this series.

The gap between on-treatment and ITT estimates ranges from 0.7 to 3.0 percentage points across trials — meaningful for population-level modeling. Trial completion rates of 82–98% vastly exceed real-world persistence rates of 32–63% at one year. And every obesity-focused trial included 15–30 structured counseling sessions that most employer benefit designs do not replicate.

Every major trial, side by side

Click any column header to sort. Use the drug filter to narrow results. Weight-loss figures use the treatment-policy (ITT-like) estimand unless noted. Where the on-treatment figure is the one commonly cited in vendor materials, it is flagged with ⚑.

Trial Drug N Population Duration Wt loss (on-tx) Wt loss (ITT) Completion
STEP 1
NEJM, 2021
Semaglutide 2.4 mg
Injection
1,961Obesity, no T2D68 wk−16.9% ⚑−14.9%94.3%
STEP 2
Lancet, 2021
Semaglutide 2.4 mg
Injection
1,210Overweight/obesity + T2D68 wk~−10.5%−9.6%96%
STEP 3
JAMA, 2021
Semaglutide 2.4 mg
Injection
611Obesity + intensive behavioral tx68 wk~−17.5%−16.0%92.8%
STEP 4
JAMA, 2021
Semaglutide 2.4 mg
Injection
803Obesity, withdrawal design68 wk−18.2%−17.4%98.0%
STEP 5
Nat Med, 2022
Semaglutide 2.4 mg
Injection
304Obesity, no T2D104 wk~−16.5%−15.2%92.8%
STEP HFpEF
NEJM, 2023
Semaglutide 2.4 mg
Injection
529Obesity + HFpEF, no T2D52 wk−13.3%~87%
STEP HFpEF DM
NEJM, 2024
Semaglutide 2.4 mg
Injection
616Obesity + HFpEF + T2D52 wk−9.8%82.3%
SELECT
NEJM, 2023
Semaglutide 2.4 mg
Injection
17,604Overweight/obesity + CVD~40 mo−11.7%−10.2%73.3%
SURMOUNT-1 (15 mg)
NEJM, 2022
Tirzepatide 15 mg
Injection
2,539Obesity, no T2D72 wk−22.5% ⚑−20.9%86%
SURMOUNT-1 (10 mg)
NEJM, 2022
Tirzepatide 10 mg
Injection
2,539Obesity, no T2D72 wk−21.4%−19.5%86%
SURMOUNT-1 (5 mg)
NEJM, 2022
Tirzepatide 5 mg
Injection
2,539Obesity, no T2D72 wk−16.0%−15.0%86%
SURMOUNT-2 (15 mg)
Lancet, 2023
Tirzepatide 15 mg
Injection
938Overweight/obesity + T2D72 wk−15.7%−14.7%~86–91%
SURMOUNT-3
Nat Med, 2023
Tirzepatide 10/15 mg
Injection
579Obesity post-lifestyle lead-in84 wk total−21.1% ⚑−18.4%~85–90%
SURMOUNT-4
JAMA, 2024
Tirzepatide 10/15 mg
Injection
670Obesity, withdrawal design88 wk total~−26%−25.3%85.6%
SCALE Obesity
NEJM, 2015
Liraglutide 3.0 mg
Injection
3,731Obesity, no T2D56 wk−9.2%−8.0%75%
SCALE Maintenance
Int J Obes, 2013
Liraglutide 3.0 mg
Injection
422Post-LCD maintenance56 wk−6.2%~80%
SCALE Diabetes
JAMA, 2015
Liraglutide 3.0 mg
Injection
846Overweight/obesity + T2D56 wk−6.0%~83%
OASIS 1
Lancet, 2023
Semaglutide 50 mg
Oral
667Obesity, no T2D68 wk−17.4% ⚑−15.1%82%
OASIS 4
NEJM, 2025
Semaglutide 25 mg
Oral
307Obesity, no T2D64 wk−16.6% ⚑−13.6%81.5%
ATTAIN-1
NEJM, 2025
Orforglipron 36 mg
Oral
3,127Obesity, no T2D72 wk−12.4% ⚑−11.1%~76%
ATTAIN-2
Lancet, 2025
Orforglipron 36 mg
Oral
1,613Overweight/obesity + T2D72 wk−10.5% ⚑−9.6%~78–81%
REDEFINE 1
NEJM, 2025
CagriSema 2.4/2.4 mg
Injection
3,417Obesity, no T2D68 wk−22.7% ⚑−20.4%~90%
REDEFINE 2
NEJM, 2025
CagriSema 2.4/2.4 mg
Injection
1,206Overweight/obesity + T2D68 wk−13.7%~88%
Retatrutide Ph2
NEJM, 2023
Retatrutide 12 mg
Injection
338Obesity, no T2D48 wk−24.2%−24.2%~82%
Survodutide Ph2
Lancet D&E, 2024
Survodutide 4.8 mg
Injection
386Obesity46 wk−18.7%~80%
Maritide Ph2
NEJM, 2025
Maritide 420 mg
Injection
592Obesity52 wk~−20%−16.2%~78%

All weight-loss figures are mean change from baseline. On-tx = on-treatment/efficacy estimand (assumes perfect adherence). ITT = treatment-policy/intention-to-treat estimand (includes all randomized patients, including dropouts). ⚑ = the on-treatment figure is the one commonly cited in vendor/press materials. Phase 2 trials may report completer analyses only. Full citations with DOIs are in the sources section.

Key insight

The gap between on-treatment and ITT estimates ranges from 0.7 to 3.0 percentage points in most trials. This matters for population-level modeling: employer populations — with real-world persistence of 32–63% at one year — will experience results closer to or below the ITT estimate. The on-treatment figure is the right benchmark only if you assume perfect adherence.

On-treatment vs. intention-to-treat estimates

Vendor presentations nearly always cite the larger on-treatment number. Employer populations, with lower adherence, will experience results closer to — or below — the ITT estimate. The chart below shows both estimands as paired bars for every major trial.

Weight Loss: On-Treatment vs. ITT Estimates
Paired bars — darker = on-treatment, lighter = ITT (treatment-policy). Gap shown in percentage points.

Why this distinction matters for employers: The on-treatment estimand answers "how much weight do patients lose if they stay on the drug?" The ITT estimand answers "how much weight does the average randomized patient lose, including those who stop?" Neither answer fully captures employer reality, where persistence is far lower than in either estimand's framework. But the ITT estimate is the more conservative and appropriate benchmark for population-level benefit modeling.

The largest gaps appear in OASIS 4 (3.0 pp), SURMOUNT-3 (2.7 pp), and OASIS 1 / REDEFINE 1 (2.3 pp each) — all trials where dropout rates were higher or where the on-treatment figure has been prominently featured in marketing materials.

Who achieves clinically meaningful weight loss?

Average weight loss obscures the distribution. In every trial, some patients lose 20%+ while others lose little. The table below shows what percentage of participants crossed key clinical thresholds — using the more conservative ITT estimand where available.

Trial Drug ≥5% ≥10% ≥15% ≥20% ≥25%
STEP 1Semaglutide 2.4 mg86.4%69.1%50.5%32.0%
STEP 2 (T2D)Semaglutide 2.4 mg68.8%~45.6%~25.8%
STEP 3 (IBT)Semaglutide 2.4 mg86.6%75.3%55.8%~36%
STEP 5 (104 wk)Semaglutide 2.4 mg77.1%61.8%52.1%36.1%
SURMOUNT-1 (15 mg)Tirzepatide 15 mg91%84%~73%57%36.2%
SURMOUNT-1 (10 mg)Tirzepatide 10 mg89%78%~65%50%32.3%
SURMOUNT-1 (5 mg)Tirzepatide 5 mg85%69%~55%30%15.3%
SCALE ObesityLiraglutide 3.0 mg63.2%33.1%~14.4%
OASIS 1Semaglutide 50 mg (oral)85%69%54%34%
ATTAIN-1 (ITT)Orforglipron 36 mg~70%54.6%36.0%18.4%
ATTAIN-2 (ITT, T2D)Orforglipron 36 mg~60%45.6%26.0%
REDEFINE 1 (ITT)CagriSema91.9%~80%~65%~50%34.7%
Non-responders in every trial

Across the STEP program, 10–17% of semaglutide-treated participants lost less than 5% body weight — effectively non-responders. At the other end, 32–40% achieved ≥20% loss. The presence of type 2 diabetes consistently attenuated response: STEP 2 (T2D) showed roughly 40% less weight loss than STEP 1 (no T2D). This matters for employers because the commercially insured population includes a substantial proportion of individuals with T2D or prediabetes.

SELECT — the cardiovascular outcomes trial

The SELECT trial (N=17,604; mean follow-up 39.8 months) is the single most important study for employers evaluating GLP-1 coverage for the cost-offset argument. Semaglutide 2.4 mg reduced 3-point MACE by 20% in adults with established cardiovascular disease and overweight/obesity but without diabetes.

20%
MACE reduction (HR 0.80, 95% CI 0.72–0.90, P<0.001)
17,604
Participants — established CVD + overweight/obesity, no diabetes
39.8 mo
Mean follow-up
NNT ~67
Number needed to treat over ~3.3 years (1.5 pp absolute risk reduction)

SELECT outcome results

OutcomeSemaglutidePlaceboHR (95% CI)Significance
3-point MACE (primary)6.5%8.0%0.80 (0.72–0.90)P<0.001 ✓
Nonfatal MI2.7%3.7%0.72 (0.61–0.85)Significant
CV death2.5%3.0%0.85 (0.71–1.01)P=0.07 — did NOT meet threshold
All-cause death4.3%5.2%0.81 (0.71–0.93)Nominal (hierarchy stopped)
HF composite3.4%4.1%0.82 (0.71–0.96)Nominal (hierarchy stopped)
New-onset diabetes3.5%12.0%0.27 (0.24–0.31)P<0.0001 — 73% reduction
Critical nuance

Because CV death (HR 0.85, P=0.07) did not cross its pre-specified hierarchical significance threshold, the remaining secondary endpoints — including all-cause mortality (HR 0.81) and HF composite (HR 0.82) — cannot formally claim statistical superiority, despite showing large directionally consistent benefits. Vendors sometimes present the all-cause mortality reduction as confirmed; it is not.

Subgroup consistency: Benefit was consistent across baseline BMI categories, HbA1c levels, sex, age, race/ethnicity, and heart failure status. The heart failure subgroup showed a particularly strong signal (MACE HR 0.72 in patients with baseline HF).

Mechanism insight: A 2025 Lancet analysis found that approximately 80% of the MACE benefit was mediated through pathways other than weight loss — only ~33% was mediated through waist circumference reduction. The hsCRP dropped by 39% versus placebo as early as week 4, before significant weight loss occurred, suggesting direct anti-inflammatory mechanisms.

Trial persistence was high: 73.3% of participants remained on drug at end of study — far above real-world rates of 8–63% depending on the cohort and time horizon. The interpretation of SELECT for employer populations (where persistence is dramatically lower) is addressed on page 5 (ROI).

Trial completion rates

Trial completion rates of 82–98% vastly exceed real-world persistence of 32–63% at one year. Trials actively managed side effects through regular clinical contact — typically every 2–4 weeks — that is absent from typical employer benefit designs. GI adverse events were the dominant reason for discontinuation across every program.

Trial Trial completion On-treatment at end AE discontinuation Key reasons
STEP 194.3%81.1%4.5%GI AEs, consent withdrawal
STEP 296%87%~4–5%GI AEs, rescue therapy
STEP 392.8%82.7%3.4%GI AEs
STEP 498.0%92.3%LowPre-selected tolerators
STEP 592.8%~85%5.9–7.7%GI AEs
SELECT~73%73.3%16.6%GI AEs (10.0% vs. 2.0% placebo)
SURMOUNT-186%84–86%4.3–7.1%GI AEs, consent withdrawal
SURMOUNT-2~86–91%~85–91%<5%GI AEs
SURMOUNT-3~85–90%~85%4–10.5%GI AEs
SURMOUNT-485.6%High~5–7%GI AEs
SCALE Obesity75%~75%~5–6%GI AEs (nausea 40%), consent
OASIS 1~82%86%~5–7%GI AEs (nausea, vomiting)
OASIS 481.5%~81%7%GI AEs (nausea 47%, vomiting 31%)
ATTAIN-1 (36 mg)~76%~76%10.3%GI AEs
ATTAIN-2 (36 mg)~78–81%~78%10.6%GI AEs
REDEFINE 1~90%~90%~6%GI AEs

Completion = percentage who completed the trial assessment period (may include patients who stopped drug but remained in study). On-treatment = percentage still taking study drug at trial end. AE discontinuation = percentage who stopped drug specifically due to adverse events. All trials were double-blind, placebo-controlled. GI adverse events (nausea, vomiting, diarrhea, constipation) were the dominant discontinuation reason in every program.

Concomitant lifestyle interventions

Every major GLP-1 obesity trial included structured lifestyle counseling as a mandatory component of both treatment and placebo arms. Most employer GLP-1 benefit designs include the prescription drug only, without the behavioral infrastructure that supported the trial results.

TrialDiet RxExercise RxCounselingFrequencyTotal sessions
STEP 1, 2, 4, 5−500 kcal/day deficit≥150 min/weekIndividual, in-person or phoneEvery 4 weeks~17 sessions
STEP 31,000–1,200 kcal/day × 8 wk, then 1,200–1,800100→200 min/wk (progressive)Intensive behavioral therapy>Weekly early on30 sessions
SURMOUNT-1, 2, 4−500 kcal/day (~1,200–1,500 kcal/day)≥150 min/weekMonthly counseling~Monthly~18 sessions
SURMOUNT-3 lead-in1,200–1,500 kcal/day≥150 min/week≥14 sessions in 12 weeksWeekly+ during lead-in14+ in 12 wk
SCALE O&P−500 kcal/day deficit≥150 min/weekStandardized counselingEvery 2 wk → monthly~15 sessions
OASIS 1, 4−500 kcal/day deficit≥150 min/weekLifestyle counselingPeriodic (likely monthly)~15–17 sessions
ATTAIN-1, 2"Healthy diet" counselingPhysical activity counselingCounseling sessionsPeriodicNot specified
REDEFINE 1−500 kcal/day deficit≥150 min/weekCounseling sessionsEvery 4 weeks~17 sessions
SELECTNo structured diet/exercise intervention — standard-of-care recommendations only. Regular study visits every 4–8 weeks.
The lifestyle gap

SELECT — the only trial that did not include structured lifestyle intervention — achieved lower weight loss (−9.4% at week 104) than the obesity-focused trials (−14.9% in STEP 1), despite using the same drug at the same dose. This ~5-percentage-point gap provides a rough estimate of the contribution of lifestyle support.

A 2024 KFF Employer Health Benefits Survey found that nearly 1 in 5 large employers cover GLP-1s for weight loss, but the vast majority provide the prescription drug benefit only — without dietitian access, behavioral counseling, or regular clinical monitoring. Typical employer coverage replicates the SELECT model (drug only), not the STEP model (drug + behavioral support).

Who was excluded from the trials

Employer populations are unselected and include patients with conditions that every trial excluded. A landmark JAMA Internal Medicine analysis applied trial exclusion criteria to nationally representative NHANES data — the results suggest that a substantial portion of the real-world treatment population would not have qualified.

26.2%
Of semaglutide-eligible adults excluded from STEP trials
33.1%
Of tirzepatide-eligible adults excluded from SURMOUNT trials
43.7%
Excluded from SURMOUNT when including GI motility medications
28.1%
Of liraglutide-eligible adults excluded from SCALE trials
Exclusion categoryExcluded fromPrevalence in US obese population
Type 2 diabetesAll trials except T2D-specific arms~25–30% of adults with BMI ≥30
Prior bariatric surgeryAll trials~270,000 surgeries/year (growing post-surgical population)
Major depression ≤2 yearsAll trials (PHQ-9 ≥15)~8–10% of US adults; higher among obese
Anti-obesity medications within 90 daysAll trialsCommon (phentermine, other agents)
GI motility medicationsSURMOUNT trials23.5% of eligible adults (PPIs, opioids, CCBs, TCAs)
Renal impairment (CKD 3+)Most trials~15% of obese adults
Insulin therapySURMOUNT-2, ATTAIN-2~30% of T2D patients

Demographic gaps: Trial populations were also non-representative in composition. STEP 1 enrolled only 5% Black participants versus 12.4% in the US obese population. SELECT enrolled only 3.8% Black participants. Across 27 GLP-1 obesity RCTs, 65–73% of participants were female — and women consistently achieved greater weight loss than men (−11.1% vs. −7.5% in SELECT). An employer population closer to 50/50 male/female may see modestly lower average weight loss. ICER rated the STEP and SURMOUNT trials as "Fair" for race/ethnicity diversity and "Fair to Poor" for sex representation.

Source: Bessette & Anderson, JAMA Intern Med 2025;185:108–110. DOI: 10.1001/jamainternmed.2024.6340. Applied trial exclusion criteria to NHANES 2017–2020 data (N=8,767, representing 110.3 million US adults with overweight/obesity). Adults ≥60 years were disproportionately likely to meet exclusion criteria.

How this page was built

All data on this page is drawn from peer-reviewed publications in NEJM, JAMA, Lancet, Nature Medicine, JAMA Internal Medicine, JAMA Health Forum, and specialty journals. DOIs are provided for every primary trial citation. Where trials report multiple estimands (on-treatment vs. treatment-policy), both are presented with the estimand clearly labeled. "Treatment-policy" and "ITT" are used interchangeably in this page — both refer to the analysis that includes all randomized participants regardless of whether they completed treatment.

Responder threshold data uses the treatment-policy estimand where available; where only the on-treatment (efficacy) estimand is published, this is noted. Phase 2 data and press-release-only results are clearly flagged as lower-quality evidence pending peer-reviewed publication. All trials were industry-funded — by Novo Nordisk (STEP, OASIS, SCALE, SELECT, REDEFINE), Eli Lilly (SURMOUNT, ATTAIN, retatrutide), Boehringer Ingelheim/Zealand (survodutide), Amgen (maritide), or Altimmune (pemvidutide).

This page does not editorialize on whether the trial results are "good" or "bad." It presents the data as published and flags the systematic factors — estimand choice, lifestyle support, population selection, completion rates — that create a gap between headline trial numbers and real-world employer outcomes. Corrections and updates can be submitted via the contact page.

Sources

Wilding JPH, Batterham RL, Calanna S, et al. "Once-Weekly Semaglutide in Adults with Overweight or Obesity." NEJM. 2021;384:989–1002. DOI: 10.1056/NEJMoa2032183 (STEP 1)
Davies M, Færch L, Jeppesen OK, et al. "Semaglutide 2.4 mg once a week in adults with overweight or obesity, and type 2 diabetes (STEP 2)." Lancet. 2021;397:971–984. DOI: 10.1016/S0140-6736(21)00213-0
Wadden TA, Bailey TS, Billings LK, et al. "Effect of Subcutaneous Semaglutide vs Placebo as an Adjunct to Intensive Behavioral Therapy on Body Weight (STEP 3)." JAMA. 2021;325:1403–1413. DOI: 10.1001/jama.2021.1831
Rubino D, Abrahamsson N, Davies M, et al. "Effect of Continued Weekly Subcutaneous Semaglutide vs Placebo on Weight Loss Maintenance (STEP 4)." JAMA. 2021;325:1414–1425. DOI: 10.1001/jama.2021.3224
Garvey WT, Batterham RL, Bhatt DL, et al. "Two-year effects of semaglutide in adults with overweight or obesity (STEP 5)." Nat Med. 2022;28:2083–2091. DOI: 10.1038/s41591-022-02026-4
Kosiborod MN, Abildstrøm SZ, Borlaug BA, et al. "Semaglutide in Patients with Heart Failure with Preserved Ejection Fraction and Obesity (STEP-HFpEF)." NEJM. 2023;389:1069–1084. DOI: 10.1056/NEJMoa2306963
Kosiborod MN, Petrie MC, Borlaug BA, et al. "Semaglutide in Patients with Obesity-Related Heart Failure and Type 2 Diabetes (STEP-HFpEF DM)." NEJM. 2024;390:1394–1407. DOI: 10.1056/NEJMoa2313917
Lincoff AM, Brown-Frandsen K, Colhoun HM, et al. "Semaglutide and Cardiovascular Outcomes in Obesity without Diabetes (SELECT)." NEJM. 2023;389:2221–2232. DOI: 10.1056/NEJMoa2307563
Jastreboff AM, Aronne LJ, Ahmad NN, et al. "Tirzepatide Once Weekly for the Treatment of Obesity (SURMOUNT-1)." NEJM. 2022;387:205–216. DOI: 10.1056/NEJMoa2206038
Garvey WT, Frias JP, Jastreboff AM, et al. "Tirzepatide once weekly for the treatment of obesity in people with type 2 diabetes (SURMOUNT-2)." Lancet. 2023;402:613–626. DOI: 10.1016/S0140-6736(23)01200-X
Wadden TA, Chao AM, Machineni S, et al. "Tirzepatide after intensive lifestyle intervention in adults with overweight or obesity (SURMOUNT-3)." Nat Med. 2023;29:2909–2918. DOI: 10.1038/s41591-023-02597-w
Aronne LJ, Sattar N, Horn DB, et al. "Continued Treatment With Tirzepatide for Maintenance of Weight Reduction (SURMOUNT-4)." JAMA. 2024;331:38–48. DOI: 10.1001/jama.2023.24945
Pi-Sunyer X, Astrup A, Fujioka K, et al. "A Randomized, Controlled Trial of 3.0 mg of Liraglutide in Weight Management (SCALE Obesity and Prediabetes)." NEJM. 2015;373:11–22. DOI: 10.1056/NEJMoa1411892
Knop FK, Aroda VR, do Vale RD, et al. "Oral semaglutide 50 mg taken once daily in adults with overweight or obesity (OASIS 1)." Lancet. 2023;402:705–719. DOI: 10.1016/S0140-6736(23)01185-6
Wharton S, Blevins T, Engbæk Connery L, et al. "Oral Semaglutide 25 mg for Obesity (OASIS 4)." NEJM. 2025;393:1077–1087. DOI: 10.1056/NEJMoa2500969
Wharton S, Calanna S, Davies M, et al. "Orforglipron in Adults with Obesity (ATTAIN-1)." NEJM. 2025;393(18). DOI: 10.1056/NEJMoa2511774
Horn DB, Aronne LJ, Garvey WT, et al. "Orforglipron in adults with overweight or obesity and type 2 diabetes (ATTAIN-2)." Lancet. 2025. DOI: 10.1016/S0140-6736(25)02165-8
Garvey WT, et al. "CagriSema in adults with obesity (REDEFINE 1)." NEJM. June 2025. DOI: 10.1056/NEJMoa2502081
Jastreboff AM, Kaplan LM, Frías JP, et al. "Triple–Hormone-Receptor Agonist Retatrutide for Obesity — A Phase 2 Trial." NEJM. 2023;389:514–526. DOI: 10.1056/NEJMoa2301972
Jastreboff AM, le Roux CW, Stefanski A, et al. "Maritide in Adults with Overweight or Obesity (Phase 2)." NEJM. 2025;393:843–857. DOI: 10.1056/NEJMoa2504214
Deanfield J, Verma S, Garvey WT, et al. "Semaglutide and cardiovascular outcomes by heart failure status in SELECT." Lancet. 2024. DOI: 10.1016/S0140-6736(24)01498-3
Bessette LG, Anderson TS. "Representativeness of Clinical Trials for Anti-Obesity Medications." JAMA Intern Med. 2025;185:108–110. DOI: 10.1001/jamainternmed.2024.6340
Sanyal AJ, Bedossa P, Engeli S, et al. "Semaglutide for MASH with liver fibrosis (ESSENCE)." NEJM. 2025;392:2089–2099. DOI: 10.1056/NEJMoa2413258
Perkovic V, Tuttle KR, Rossing P, et al. "Semaglutide in type 2 diabetes and chronic kidney disease (FLOW)." NEJM. 2024. DOI: 10.1056/NEJMoa2403347
Lancet analysis of SELECT mediation. "Mediation of cardiovascular benefit by weight loss in SELECT." Lancet. 2025. DOI: 10.1016/S0140-6736(25)01375-3
Kaiser Family Foundation (KFF). 2025 Employer Health Benefits Survey. Oct 22, 2025. kff.org

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Compiled and maintained by Ray Wu, MD — physician-founder working on metabolic health technology.

Last updated: April 2026

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