{
  "name": "The RX Index GLP-1 Lean-Mass Evidence Map",
  "alternate_name": "RXI GLP-1 Lean-Mass Evidence Map v1.0",
  "dataset_version": "1.0",
  "verified_date": "2026-08-01",
  "publisher": "The RX Index",
  "creator": "The RX Index Editorial Team",
  "canonical_page": "https://therxindex.com/research/glp1-lean-mass-by-drug/",
  "description": "A versioned primary-source evidence map of obesity-drug body-composition findings, with study population, dose, duration, method, body region, estimand, provenance and comparability limits.",
  "central_finding": "No randomized head-to-head body-composition trial of approved obesity products establishes which preserves the most lean tissue.",
  "methodology": {
    "scope": "Randomized adult obesity evidence for current U.S. chronic-weight-management ingredients with GLP-1 activity, with regional, diabetes-only, investigational, single-arm and observational evidence kept in separate tiers.",
    "calculation": "Lean share of measured tissue loss = absolute lean mass loss / (absolute fat mass loss + absolute lean mass loss) x 100.",
    "calculation_gate": [
      "same analyzed participants",
      "same estimand or missing-data framework",
      "same timepoint",
      "same treatment group",
      "same body region"
    ],
    "provenance_codes": {
      "DR-WB": "Investigators directly reported a whole-body share.",
      "DR-R": "Investigators directly reported, or supplied compatible inputs for, a regional share.",
      "RXI-CALC": "The RX Index calculated the value from compatible primary-source inputs.",
      "NR": "The source did not report an equivalent result.",
      "NQL": "No qualifying result was located under the stated protocol as of the verification date."
    },
    "interpretation_limit": "Adjacent rows are not a statistical head-to-head comparison. DXA lean mass is not synonymous with skeletal muscle."
  },
  "row_count": 19,
  "variables": [
    "dataset_version",
    "verified_date",
    "evidence_tier",
    "active_ingredient_or_regimen",
    "product_context",
    "regulatory_status",
    "study",
    "study_design",
    "population",
    "parent_trial_n",
    "body_composition_n",
    "treatment_n",
    "comparator_n",
    "dose",
    "duration_weeks",
    "method",
    "body_region",
    "estimand",
    "body_weight_change",
    "fat_change",
    "lean_change",
    "fat_share_pct",
    "lean_share_pct",
    "metric_provenance",
    "functional_result",
    "comparability_notes",
    "publish_status",
    "source_url"
  ],
  "data": [
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Core approved-drug obesity evidence",
      "active_ingredient_or_regimen": "Semaglutide",
      "product_context": "Wegovy injection",
      "regulatory_status": "FDA-approved",
      "study": "STEP 1 DXA substudy — treatment-policy estimand",
      "study_design": "Randomized placebo-controlled obesity trial substudy",
      "population": "Adults with overweight or obesity without diabetes",
      "parent_trial_n": 1961,
      "body_composition_n": 140,
      "treatment_n": 95,
      "comparator_n": 45,
      "dose": "2.4 mg once weekly",
      "duration_weeks": 68,
      "method": "DXA",
      "body_region": "Whole body",
      "estimand": "Treatment-policy estimand",
      "body_weight_change": "Not used in share calculation",
      "fat_change": "-8.36 kg",
      "lean_change": "-5.26 kg",
      "fat_share_pct": 61.4,
      "lean_share_pct": 38.6,
      "metric_provenance": "RXI-CALC",
      "functional_result": "Not a muscle-function endpoint",
      "comparability_notes": "Share uses measured fat plus lean tissue loss in the same 95-person treatment group and estimand; denominator is not scale-weight loss; DXA lean mass is not skeletal muscle.",
      "publish_status": "Publish with denominator label",
      "source_url": "https://cci-cic.org/wp-content/uploads/2021/04/STEP-Appendix.pdf"
    },
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Core approved-drug obesity evidence",
      "active_ingredient_or_regimen": "Semaglutide",
      "product_context": "Wegovy injection",
      "regulatory_status": "FDA-approved",
      "study": "STEP 1 DXA substudy — trial-product estimand",
      "study_design": "Randomized placebo-controlled obesity trial substudy",
      "population": "Adults with overweight or obesity without diabetes",
      "parent_trial_n": 1961,
      "body_composition_n": 140,
      "treatment_n": 95,
      "comparator_n": 45,
      "dose": "2.4 mg once weekly",
      "duration_weeks": 68,
      "method": "DXA",
      "body_region": "Whole body",
      "estimand": "Trial-product estimand",
      "body_weight_change": "Not used in share calculation",
      "fat_change": "-10.40 kg",
      "lean_change": "-6.92 kg",
      "fat_share_pct": 60.0,
      "lean_share_pct": 40.0,
      "metric_provenance": "RXI-CALC",
      "functional_result": "Not a muscle-function endpoint",
      "comparability_notes": "Share uses measured fat plus lean tissue loss in the same 95-person treatment group and estimand; denominator is not scale-weight loss; DXA lean mass is not skeletal muscle.",
      "publish_status": "Publish with denominator label",
      "source_url": "https://cci-cic.org/wp-content/uploads/2021/04/STEP-Appendix.pdf"
    },
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Core approved-drug obesity evidence",
      "active_ingredient_or_regimen": "Tirzepatide",
      "product_context": "Zepbound",
      "regulatory_status": "FDA-approved",
      "study": "SURMOUNT-1 DXA substudy",
      "study_design": "Randomized placebo-controlled obesity trial substudy",
      "population": "Adults with overweight or obesity without diabetes",
      "parent_trial_n": 2539,
      "body_composition_n": 160,
      "treatment_n": 124,
      "comparator_n": 36,
      "dose": "Pooled 5, 10 and 15 mg once weekly",
      "duration_weeks": 72,
      "method": "DXA",
      "body_region": "Whole body",
      "estimand": "Paired baseline and week-72 DXA analysis",
      "body_weight_change": "-21.3%",
      "fat_change": "-33.9%",
      "lean_change": "-10.9%; mean absolute lean loss -5.6 kg",
      "fat_share_pct": 75.0,
      "lean_share_pct": 25.0,
      "metric_provenance": "DR-WB",
      "functional_result": "No qualifying objective function endpoint in the body-composition report",
      "comparability_notes": "Direct whole-body share, but pooled across all three maintenance doses; not dose-specific. Published correction changes a figure y-axis unit, not the table values used here.",
      "publish_status": "Publish",
      "source_url": "https://doi.org/10.1111/dom.16275"
    },
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Core approved-drug obesity evidence",
      "active_ingredient_or_regimen": "Orforglipron",
      "product_context": "Foundayo",
      "regulatory_status": "FDA-approved",
      "study": "ATTAIN-1 DXA subgroup",
      "study_design": "Randomized placebo-controlled obesity trial subgroup",
      "population": "Adults with obesity without diabetes",
      "parent_trial_n": 3127,
      "body_composition_n": 171,
      "treatment_n": "",
      "comparator_n": "",
      "dose": "Pooled 6, 12 and 36 mg publication groups",
      "duration_weeks": 72,
      "method": "DXA",
      "body_region": "Whole body",
      "estimand": "Pooled body-composition analysis",
      "body_weight_change": "Dose-specific main-trial results; not used for pooled share",
      "fat_change": "-13.8%",
      "lean_change": "-4.5%",
      "fat_share_pct": 73.1,
      "lean_share_pct": 26.9,
      "metric_provenance": "DR-WB",
      "functional_result": "No qualifying objective function endpoint in the extracted subgroup result",
      "comparability_notes": "Direct whole-body pooled-dose result. Publication-dose numbers are not treated as interchangeable with current marketed Foundayo strengths.",
      "publish_status": "Publish",
      "source_url": "https://doi.org/10.1056/NEJMoa2511774"
    },
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Core approved-drug obesity evidence",
      "active_ingredient_or_regimen": "Liraglutide",
      "product_context": "Saxenda",
      "regulatory_status": "FDA-approved",
      "study": "Randomized 20-week obesity study",
      "study_design": "Randomized double-blind placebo- and active-controlled obesity trial",
      "population": "Adults with obesity without diabetes",
      "parent_trial_n": 564,
      "body_composition_n": "Not stated for the 3.0 mg result in the published abstract",
      "treatment_n": "",
      "comparator_n": "",
      "dose": "3.0 mg once daily",
      "duration_weeks": 20,
      "method": "DXA/CT body-composition substudy",
      "body_region": "Body composition and abdominal fat",
      "estimand": "Published 20-week result",
      "body_weight_change": "",
      "fat_change": "-15.4%",
      "lean_change": "-2.0%",
      "fat_share_pct": "",
      "lean_share_pct": "",
      "metric_provenance": "NR",
      "functional_result": "No qualifying objective function endpoint in the extracted result",
      "comparability_notes": "Separate fat and lean changes are reported, but no equivalent dose-specific lean share is available from the cited result.",
      "publish_status": "Publish without share",
      "source_url": "https://pubmed.ncbi.nlm.nih.gov/21844879/"
    },
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Same-protocol investigational comparison",
      "active_ingredient_or_regimen": "Cagrilintide 2.4 mg + semaglutide 2.4 mg",
      "product_context": "CagriSema",
      "regulatory_status": "Investigational",
      "study": "REDEFINE 1 DXA analysis",
      "study_design": "Randomized active- and placebo-controlled obesity trial; congress-reported body-composition analysis",
      "population": "Adults with overweight or obesity without diabetes",
      "parent_trial_n": 3417,
      "body_composition_n": 252,
      "treatment_n": "",
      "comparator_n": "",
      "dose": "2.4 mg/2.4 mg once weekly",
      "duration_weeks": 68,
      "method": "DXA",
      "body_region": "Whole body",
      "estimand": "Trial-product estimand",
      "body_weight_change": "-23.9%",
      "fat_change": "Fat share 66.9%",
      "lean_change": "Lean-soft-tissue share 33.1%",
      "fat_share_pct": 66.9,
      "lean_share_pct": 33.1,
      "metric_provenance": "DR-WB",
      "functional_result": "Sit-to-stand +2.5 repetitions vs +2.4 placebo; ETD 0.03 (95% CI -0.7 to 0.8), not significant; patient-reported function improved more.",
      "comparability_notes": "Same protocol as active semaglutide and cagrilintide arms, but body-composition detail is congress-reported and no pairwise inferential tests of lean shares are shown.",
      "publish_status": "Publish in separate investigational table",
      "source_url": "https://sciencehub.novonordisk.com/content/dam/sciencehub/global/en/congresses-and-scientific-publications/congresses/eco2026/ravussin/documents/eric-ravussin-redefine-1-body-comp-new-12may26.pdf"
    },
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Same-protocol investigational comparison",
      "active_ingredient_or_regimen": "Semaglutide",
      "product_context": "REDEFINE 1 active comparator",
      "regulatory_status": "Ingredient and 2.4 mg dose context FDA-approved",
      "study": "REDEFINE 1 DXA analysis",
      "study_design": "Randomized active- and placebo-controlled obesity trial; congress-reported body-composition analysis",
      "population": "Adults with overweight or obesity without diabetes",
      "parent_trial_n": 3417,
      "body_composition_n": 252,
      "treatment_n": "",
      "comparator_n": "",
      "dose": "2.4 mg once weekly",
      "duration_weeks": 68,
      "method": "DXA",
      "body_region": "Whole body",
      "estimand": "Trial-product estimand",
      "body_weight_change": "-16.6%",
      "fat_change": "Fat share 69.7%",
      "lean_change": "Lean-soft-tissue share 30.3%",
      "fat_share_pct": 69.7,
      "lean_share_pct": 30.3,
      "metric_provenance": "DR-WB",
      "functional_result": "Not separately reported in the cited presentation",
      "comparability_notes": "Same-protocol active arm; congress-reported body-composition analysis; no pairwise inferential test of lean share shown.",
      "publish_status": "Publish in separate same-protocol table",
      "source_url": "https://sciencehub.novonordisk.com/content/dam/sciencehub/global/en/congresses-and-scientific-publications/congresses/eco2026/ravussin/documents/eric-ravussin-redefine-1-body-comp-new-12may26.pdf"
    },
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Same-protocol investigational comparison",
      "active_ingredient_or_regimen": "Cagrilintide",
      "product_context": "REDEFINE 1 active comparator",
      "regulatory_status": "Investigational",
      "study": "REDEFINE 1 DXA analysis",
      "study_design": "Randomized active- and placebo-controlled obesity trial; congress-reported body-composition analysis",
      "population": "Adults with overweight or obesity without diabetes",
      "parent_trial_n": 3417,
      "body_composition_n": 252,
      "treatment_n": "",
      "comparator_n": "",
      "dose": "2.4 mg once weekly",
      "duration_weeks": 68,
      "method": "DXA",
      "body_region": "Whole body",
      "estimand": "Trial-product estimand",
      "body_weight_change": "-15.0%",
      "fat_change": "Fat share 62.9%",
      "lean_change": "Lean-soft-tissue share 37.1%",
      "fat_share_pct": 62.9,
      "lean_share_pct": 37.1,
      "metric_provenance": "DR-WB",
      "functional_result": "Not separately reported in the cited presentation",
      "comparability_notes": "Same-protocol active arm; congress-reported body-composition analysis; no pairwise inferential test of lean share shown.",
      "publish_status": "Publish in separate investigational table",
      "source_url": "https://sciencehub.novonordisk.com/content/dam/sciencehub/global/en/congresses-and-scientific-publications/congresses/eco2026/ravussin/documents/eric-ravussin-redefine-1-body-comp-new-12may26.pdf"
    },
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Same-protocol control",
      "active_ingredient_or_regimen": "Placebo",
      "product_context": "REDEFINE 1 control",
      "regulatory_status": "Control",
      "study": "REDEFINE 1 DXA analysis",
      "study_design": "Randomized active- and placebo-controlled obesity trial; congress-reported body-composition analysis",
      "population": "Adults with overweight or obesity without diabetes",
      "parent_trial_n": 3417,
      "body_composition_n": 252,
      "treatment_n": "",
      "comparator_n": "",
      "dose": "Placebo",
      "duration_weeks": 68,
      "method": "DXA",
      "body_region": "Whole body",
      "estimand": "Trial-product estimand",
      "body_weight_change": "-2.8%",
      "fat_change": "Fat share 56.7%",
      "lean_change": "Lean-soft-tissue share 43.3%",
      "fat_share_pct": 56.7,
      "lean_share_pct": 43.3,
      "metric_provenance": "DR-WB",
      "functional_result": "Sit-to-stand +2.4 repetitions",
      "comparability_notes": "Control arm from the same congress-reported analysis.",
      "publish_status": "Publish in separate same-protocol table",
      "source_url": "https://sciencehub.novonordisk.com/content/dam/sciencehub/global/en/congresses-and-scientific-publications/congresses/eco2026/ravussin/documents/eric-ravussin-redefine-1-body-comp-new-12may26.pdf"
    },
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Regional supporting evidence",
      "active_ingredient_or_regimen": "Semaglutide",
      "product_context": "Wegovy / Wegovy HD dose context",
      "regulatory_status": "Both doses FDA-approved; analysis pooled",
      "study": "STEP UP MRI analysis",
      "study_design": "Randomized placebo-controlled obesity trial regional MRI subgroup; congress presentation",
      "population": "Adults with obesity without diabetes",
      "parent_trial_n": "",
      "body_composition_n": 55,
      "treatment_n": 49,
      "comparator_n": 6,
      "dose": "Pooled 2.4 and 7.2 mg once weekly",
      "duration_weeks": 72,
      "method": "MRI with volume-to-mass conversion",
      "body_region": "Thoracic vertebra 9 to knees",
      "estimand": "Treatment-policy / in-trial regional analysis as presented",
      "body_weight_change": "-17.4% in pooled MRI subset",
      "fat_change": "-25.1%; -11.0 L",
      "lean_change": "-6.8%; -1.7 L",
      "fat_share_pct": 84.4,
      "lean_share_pct": 15.6,
      "metric_provenance": "DR-R",
      "functional_result": "Proximal muscle function assessed; regional result kept separate from total-body evidence",
      "comparability_notes": "Regional, not whole body; doses pooled; only six placebo participants; congress analysis.",
      "publish_status": "Publish in regional supporting table",
      "source_url": "https://sciencehub.novonordisk.com/content/dam/sciencehub/global/en/congresses-and-scientific-publications/congresses/easd2025/hjelmesaeth/documents/Hjelmes%C3%A6th_EASD25_STEP-UP_Body-Composition_Oral_Final_2025-09-25.pdf"
    },
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Diabetes supporting evidence",
      "active_ingredient_or_regimen": "Semaglutide",
      "product_context": "Ozempic diabetes-dose context",
      "regulatory_status": "FDA-approved for diabetes; not an obesity-dose result",
      "study": "SUSTAIN 8 body-composition substudy",
      "study_design": "Randomized double-blind active-controlled type 2 diabetes trial substudy",
      "population": "Adults with uncontrolled type 2 diabetes on metformin",
      "parent_trial_n": 788,
      "body_composition_n": 178,
      "treatment_n": 53,
      "comparator_n": 61,
      "dose": "1.0 mg once weekly",
      "duration_weeks": 52,
      "method": "DXA",
      "body_region": "Whole body",
      "estimand": "Observed end-of-treatment without rescue medication",
      "body_weight_change": "",
      "fat_change": "-3.4 kg",
      "lean_change": "-2.3 kg",
      "fat_share_pct": 59.6,
      "lean_share_pct": 40.4,
      "metric_provenance": "RXI-CALC",
      "functional_result": "No qualifying objective function endpoint",
      "comparability_notes": "Type 2 diabetes population, diabetes dose, active non-GLP-1 comparator, no placebo. Between-group body-composition changes were not significantly different.",
      "publish_status": "Publish in supporting table",
      "source_url": "https://doi.org/10.1007/s00125-019-05065-8"
    },
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Non-GLP-1 active control",
      "active_ingredient_or_regimen": "Canagliflozin",
      "product_context": "SUSTAIN 8 active control",
      "regulatory_status": "FDA-approved SGLT2 inhibitor",
      "study": "SUSTAIN 8 body-composition substudy",
      "study_design": "Randomized double-blind active-controlled type 2 diabetes trial substudy",
      "population": "Adults with uncontrolled type 2 diabetes on metformin",
      "parent_trial_n": 788,
      "body_composition_n": 178,
      "treatment_n": 61,
      "comparator_n": 53,
      "dose": "300 mg once daily",
      "duration_weeks": 52,
      "method": "DXA",
      "body_region": "Whole body",
      "estimand": "Observed end-of-treatment without rescue medication",
      "body_weight_change": "",
      "fat_change": "-2.6 kg",
      "lean_change": "-1.5 kg",
      "fat_share_pct": 63.4,
      "lean_share_pct": 36.6,
      "metric_provenance": "RXI-CALC",
      "functional_result": "No qualifying objective function endpoint",
      "comparability_notes": "Non-GLP-1 active control. Between-group body-composition changes were not significantly different.",
      "publish_status": "Publish in supporting table",
      "source_url": "https://doi.org/10.1007/s00125-019-05065-8"
    },
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Investigational diabetes supporting evidence",
      "active_ingredient_or_regimen": "Retatrutide",
      "product_context": "Investigational triple agonist",
      "regulatory_status": "Investigational; not FDA-approved",
      "study": "Phase 2 type 2 diabetes DXA substudy",
      "study_design": "Randomized phase 2 type 2 diabetes trial substudy",
      "population": "Adults with type 2 diabetes",
      "parent_trial_n": "",
      "body_composition_n": 103,
      "treatment_n": "",
      "comparator_n": "",
      "dose": "Pooled 4, 8 and 12 mg once weekly",
      "duration_weeks": 36,
      "method": "DXA",
      "body_region": "Whole body",
      "estimand": "End-of-treatment pooled effective-dose analysis",
      "body_weight_change": "",
      "fat_change": "Reported fat-loss index 64.6%",
      "lean_change": "Complement 35.4%",
      "fat_share_pct": 64.6,
      "lean_share_pct": 35.4,
      "metric_provenance": "RXI-CALC from reported fat-loss index complement",
      "functional_result": "No qualifying objective function endpoint",
      "comparability_notes": "Investigational, pooled doses, 36 weeks and type 2 diabetes population; not a current obesity-product result.",
      "publish_status": "Publish in supporting table",
      "source_url": "https://doi.org/10.1016/S2213-8587(25)00092-0"
    },
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Congress-only obesity supporting evidence",
      "active_ingredient_or_regimen": "Semaglutide",
      "product_context": "Wegovy injection context",
      "regulatory_status": "FDA-approved ingredient and dose context",
      "study": "STEP 12 Taiwan body-composition subset",
      "study_design": "Randomized obesity trial subset; congress abstract",
      "population": "Chinese adults with overweight or obesity; Taiwan subset",
      "parent_trial_n": "",
      "body_composition_n": 45,
      "treatment_n": "",
      "comparator_n": "",
      "dose": "2.4 mg once weekly",
      "duration_weeks": 44,
      "method": "Body-composition analysis",
      "body_region": "Not fully specified in accessible abstract",
      "estimand": "Accessible congress abstract",
      "body_weight_change": "",
      "fat_change": "Total-fat-mass proportion -6.2 percentage points",
      "lean_change": "Lean-body-mass proportion +5.7 percentage points",
      "fat_share_pct": "",
      "lean_share_pct": "",
      "metric_provenance": "NR",
      "functional_result": "Not reported in accessible abstract",
      "comparability_notes": "Accessible primary abstract does not report compatible absolute fat and lean losses; no share calculated.",
      "publish_status": "Publish without share in supporting table",
      "source_url": "https://doi.org/10.1002/oby.70102"
    },
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Prospective single-arm function context",
      "active_ingredient_or_regimen": "Semaglutide",
      "product_context": "Wegovy injection context",
      "regulatory_status": "FDA-approved ingredient and dose context",
      "study": "SEMALEAN",
      "study_design": "Prospective single-arm study",
      "population": "Adults treated with semaglutide 2.4 mg",
      "parent_trial_n": 115,
      "body_composition_n": 106,
      "treatment_n": 106,
      "comparator_n": "",
      "dose": "2.4 mg once weekly",
      "duration_weeks": 52,
      "method": "Body composition plus handgrip strength",
      "body_region": "Whole body / clinical assessment",
      "estimand": "Observed prospective follow-up",
      "body_weight_change": "-10% at month 7; -13% at month 12",
      "fat_change": "-14% at month 7; -18% at month 12",
      "lean_change": "-3 kg at month 7, then stable",
      "fat_share_pct": "",
      "lean_share_pct": "",
      "metric_provenance": "NR",
      "functional_result": "Handgrip strength +4.5 kg at month 12; sarcopenic-obesity prevalence 49% to 33%",
      "comparability_notes": "Single-arm design cannot establish a causal drug effect or comparative ranking.",
      "publish_status": "Publish in function context only",
      "source_url": "https://doi.org/10.1111/dom.70141"
    },
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Investigational body-composition modification evidence",
      "active_ingredient_or_regimen": "Bimagrumab",
      "product_context": "BELIEVE phase 2",
      "regulatory_status": "Investigational intravenous agent",
      "study": "BELIEVE week-72 analysis",
      "study_design": "Randomized phase 2 obesity trial",
      "population": "Adults with obesity",
      "parent_trial_n": "",
      "body_composition_n": "",
      "treatment_n": "",
      "comparator_n": "",
      "dose": "30 mg/kg",
      "duration_weeks": 72,
      "method": "Body-composition assessment",
      "body_region": "Whole body",
      "estimand": "Efficacy estimand",
      "body_weight_change": "-10.8%",
      "fat_change": "-28.5%",
      "lean_change": "+2.5%",
      "fat_share_pct": 100.0,
      "lean_share_pct": "",
      "metric_provenance": "Direct trial result",
      "functional_result": "Not used as an approved-product recommendation",
      "comparability_notes": "Investigational phase 2 result; demonstrates that the fat-versus-lean partition can be modified.",
      "publish_status": "Publish in investigational context",
      "source_url": "https://doi.org/10.1038/s41591-026-04204-0"
    },
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Investigational body-composition modification evidence",
      "active_ingredient_or_regimen": "Semaglutide",
      "product_context": "BELIEVE active comparator",
      "regulatory_status": "FDA-approved ingredient/dose context",
      "study": "BELIEVE week-72 analysis",
      "study_design": "Randomized phase 2 obesity trial",
      "population": "Adults with obesity",
      "parent_trial_n": "",
      "body_composition_n": "",
      "treatment_n": "",
      "comparator_n": "",
      "dose": "2.4 mg once weekly",
      "duration_weeks": 72,
      "method": "Body-composition assessment",
      "body_region": "Whole body",
      "estimand": "Efficacy estimand",
      "body_weight_change": "-15.7%",
      "fat_change": "-27.8%",
      "lean_change": "-7.4%",
      "fat_share_pct": 75.6,
      "lean_share_pct": "",
      "metric_provenance": "Direct trial result",
      "functional_result": "Not used as a head-to-head approved-product ranking",
      "comparability_notes": "Phase 2 active comparator within a trial of an investigational agent.",
      "publish_status": "Publish in investigational context",
      "source_url": "https://doi.org/10.1038/s41591-026-04204-0"
    },
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Investigational body-composition modification evidence",
      "active_ingredient_or_regimen": "Bimagrumab + semaglutide",
      "product_context": "BELIEVE high-dose combination",
      "regulatory_status": "Investigational combination",
      "study": "BELIEVE week-72 analysis",
      "study_design": "Randomized phase 2 obesity trial",
      "population": "Adults with obesity",
      "parent_trial_n": "",
      "body_composition_n": "",
      "treatment_n": "",
      "comparator_n": "",
      "dose": "High-dose bimagrumab + semaglutide 2.4 mg",
      "duration_weeks": 72,
      "method": "Body-composition assessment",
      "body_region": "Whole body",
      "estimand": "Efficacy estimand",
      "body_weight_change": "-22.1%",
      "fat_change": "-45.7%",
      "lean_change": "-2.9%",
      "fat_share_pct": 92.2,
      "lean_share_pct": "",
      "metric_provenance": "Direct trial result",
      "functional_result": "Not used as a current-treatment recommendation",
      "comparability_notes": "Investigational phase 2 combination; demonstrates modifiability of weight-loss composition.",
      "publish_status": "Publish in investigational context",
      "source_url": "https://doi.org/10.1038/s41591-026-04204-0"
    },
    {
      "dataset_version": "1.0",
      "verified_date": "2026-08-01",
      "evidence_tier": "Observational comparative context",
      "active_ingredient_or_regimen": "Tirzepatide versus semaglutide",
      "product_context": "Routine-care comparison",
      "regulatory_status": "Both ingredients FDA-approved in relevant U.S. product contexts",
      "study": "Routine-care body-composition digital phenotyping preprint",
      "study_design": "Nonrandomized observational preprint using EHR-linked measurements",
      "population": "Routine-care first-episode semaglutide or tirzepatide users",
      "parent_trial_n": 670422,
      "body_composition_n": 7965,
      "treatment_n": "",
      "comparator_n": "",
      "dose": "Heterogeneous routine-care exposure",
      "duration_weeks": 52,
      "method": "Clinical body-composition measurements with EHR/LLM phenotyping",
      "body_region": "Heterogeneous routine-care measurements",
      "estimand": "Observational association",
      "body_weight_change": "",
      "fat_change": "",
      "lean_change": "Tirzepatide associated with 1.1 to 2.0 percentage points greater relative lean-body-mass decline across assessed timepoints",
      "fat_share_pct": "",
      "lean_share_pct": "",
      "metric_provenance": "Observational preprint",
      "functional_result": "Not established",
      "comparability_notes": "Nonrandomized treatment selection, heterogeneous measurement and preprint status prevent causal interpretation.",
      "publish_status": "Publish in separate observational context",
      "source_url": "https://www.medrxiv.org/content/10.64898/2026.04.11.26350687v1"
    }
  ],
  "negative_search_log": [
    {
      "medicine_or_formulation": "Wegovy tablets — semaglutide 25 mg once daily",
      "outcome_sought": "Quantitative whole-body lean-mass share in an adult obesity population",
      "source_set_reviewed": [
        "OASIS obesity trial publications",
        "FDA prescribing information",
        "PubMed and DOI-indexed primary literature"
      ],
      "result": "NQL — no qualifying whole-body lean-share result located under the published protocol",
      "verified_date": "2026-08-01"
    },
    {
      "medicine_or_formulation": "Wegovy HD — semaglutide 7.2 mg once weekly",
      "outcome_sought": "Dose-specific whole-body lean-mass share for the 7.2 mg group",
      "source_set_reviewed": [
        "STEP UP publications and congress materials",
        "FDA approval materials",
        "PubMed and DOI-indexed primary literature"
      ],
      "result": "NQL — the located STEP UP body-composition analysis pooled 2.4 mg and 7.2 mg and used regional MRI",
      "verified_date": "2026-08-01"
    },
    {
      "medicine_or_formulation": "Zepbound — tirzepatide 5, 10 and 15 mg once weekly",
      "outcome_sought": "Dose-specific whole-body lean-mass share for each maintenance dose",
      "source_set_reviewed": [
        "SURMOUNT-1 body-composition publication and correction",
        "FDA prescribing information",
        "PubMed and DOI-indexed primary literature"
      ],
      "result": "NQL — the qualifying SURMOUNT-1 body-composition result pooled the three doses",
      "verified_date": "2026-08-01"
    },
    {
      "medicine_or_formulation": "Foundayo — marketed orforglipron strengths",
      "outcome_sought": "Whole-body lean-mass share reported separately by current marketed strength",
      "source_set_reviewed": [
        "ATTAIN-1 primary publication",
        "FDA prescribing information",
        "PubMed and DOI-indexed primary literature"
      ],
      "result": "NQL — the qualifying body-composition analysis pooled publication-dose groups and did not report current marketed strengths separately",
      "verified_date": "2026-08-01"
    }
  ]
}
