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  "id": "1093",
  "slug": "heart-failure-care-real-world-gaps-and-gains",
  "edition": "2026-11-05T00",
  "url": "https://hangingcontext.com/stories/2026-11-05/heart-failure-care-real-world-gaps-and-gains/",
  "newsroom": "health-biotech",
  "beat": null,
  "newsroom_title": "Health & Biotech",
  "angle": "Real-world heart-failure data shows a diabetes drug class helping, while guideline therapy stays underused",
  "headline": "Heart failure care is improving in studies but uneven in clinics",
  "dek": "A diabetes drug class is linked to fewer deaths and hospital stays in heart failure patients, yet many patients still miss out on guideline-directed therapy, and lab work points to a new valve-disease mechanism.",
  "published_at": "2026-11-05T00:30:02Z",
  "labels": {
    "trust": "reported",
    "trust_text": "Reported · 3 Manifests",
    "newsroom": "Health & Biotech"
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  "source_count": 3,
  "publishers": [
    "biorxiv-cell-molecular-mechanisms",
    "medrxiv-cardiometabolic-medicine"
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    {
      "text": "In a preprint retrospective study, GLP-1 receptor agonist use in diabetic patients with heart failure with reduced ejection fraction was associated with a risk ratio of 0.58 (95% CI: 0.42-0.77) for heart failure hospitalization or death at 12 months, with a number needed to treat of 17 at 1 year and 13 at 3 years.",
      "self_reported": true,
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    {
      "text": "In a preprint study at a safety-net tertiary care center, 39.5% of heart failure patients had low guideline-directed medical therapy scores (below 5) at 90 days post-diagnosis.",
      "self_reported": true,
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    {
      "text": "In a preprint study, frequent medical appointments were associated with a lower likelihood of a low guideline-directed therapy score (adjusted OR: 0.37), as was diabetes mellitus (adjusted OR: 0.41), while higher serum eGFR was associated with a higher likelihood of a low score (adjusted OR: 1.02).",
      "self_reported": true,
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    {
      "text": "In a preprint, platelet releasate from bicuspid aortic valve patients induced a distinct and more pronounced endothelial dysfunction phenotype than releasate from tricuspid aortic valve patients, with mitochondrial dysfunction as a central mechanism.",
      "self_reported": true,
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  "sections": [
    {
      "heading": "A diabetes drug class, in failing hearts",
      "paragraphs": [
        {
          "markdown": "The strongest number in this week's cardiovascular preprints comes from a retrospective observational study of diabetic patients with heart failure with reduced ejection fraction. GLP-1 receptor agonist therapy was associated with a lower risk of death or heart failure hospitalization compared with matched controls. The association was substantial: a risk ratio of 0.58 for heart failure hospitalization or death at 12 months, with a number needed to treat of 17 at 1 year and 13 at 3 years for the composite outcome.",
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                "1793821085797054155"
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        {
          "markdown": "Because the study is observational, it shows an association, not proof that the drugs caused the difference. Patients who receive GLP-1 drugs may differ from those who do not in ways the matching did not fully capture. Still, the size of the association and its persistence to three years make it a result clinicians and trial designers will have to reckon with, rather than dismiss.",
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        {
          "markdown": "The number needed to treat puts the association in practical terms: 17 at one year and 13 at three years means roughly one fewer death or heart failure hospitalization for every 17 similar patients treated for a year, and one fewer for every 13 treated for three years. Those are the kinds of figures that justify a randomized trial, not figures that replace one.",
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              "manifest_id": "1793819298944016165",
              "claim_ids": [
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    {
      "heading": "Guideline therapy still lags",
      "paragraphs": [
        {
          "markdown": "A second preprint, from a safety-net tertiary care center, shows the other side of heart failure care: what patients actually receive. At 90 days post-diagnosis, 39.5% of patients with heart failure with reduced ejection fraction had low guideline-directed medical therapy scores, below 5. Guideline-directed therapy is the bundle of proven drugs for this condition, so a low score means proven treatment is being left on the table.",
          "cites": [
            {
              "manifest_id": "1793819298944708686",
              "claim_ids": [
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        {
          "markdown": "The patterns behind the gap are instructive. Diabetes was associated with a lower likelihood of having a low score, with an adjusted odds ratio of 0.41, and frequent medical appointments were associated with a lower likelihood as well, at 0.37. Higher serum eGFR was associated with a higher likelihood of a low score, at 1.02. There was no significant association between guideline-directed therapy score and age, sex, race, or payer status in this cohort. Read plainly: engagement with care, not demographics or insurance, tracked with getting the full drug bundle, while kidney function readings appeared to influence prescribing.",
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              "claim_ids": [
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                "1793819556066810949",
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      ]
    },
    {
      "heading": "A valve clue from platelets",
      "paragraphs": [
        {
          "markdown": "The third preprint moves from clinic to laboratory, and from heart failure to valve disease. Researchers compared platelet releasate from patients with bicuspid aortic valves against releasate from patients with tricuspid aortic valves. The bicuspid-derived releasate induced a distinct and more pronounced endothelial dysfunction phenotype, and mitochondrial dysfunction was a central mechanism of the injury. Computational ligand-receptor analysis identified candidate signaling axes linking platelet-derived mediators to endothelial reprogramming, which gives drug developers specific pathways to test rather than a vague association.",
          "cites": [
            {
              "manifest_id": "1793831331044960313",
              "claim_ids": [
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                "1793833595263366383",
                "1793833595265262955"
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        },
        {
          "markdown": "None of these three preprints changes practice on its own. The GLP-1 finding needs trial confirmation, the therapy gap needs a delivery fix rather than a new drug, and the valve mechanism needs validation before it becomes a target. Together, though, they sketch where cardiovascular progress is actually coming from: existing drugs used more widely, follow-up frequent enough to get the bundle right, and mechanisms that explain why some valves fail faster than others.",
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  "unresolved": [
    "All three are preprints; none has passed peer review.",
    "The GLP-1 study is observational, so residual confounding could explain part or all of the association.",
    "The guideline-therapy study comes from a single safety-net center; its patterns may not generalize to other systems.",
    "The bicuspid valve findings are laboratory results on patient-derived samples, not clinical outcomes."
  ],
  "decision_card": {
    "useful_for": [
      "Clinicians tracking real-world evidence for GLP-1 drugs in heart failure",
      "Health systems working to close guideline-therapy gaps",
      "Drug developers exploring platelet-endothelial signaling in valve disease"
    ],
    "not_for": [
      "Anyone seeking proof that GLP-1 drugs cause the observed benefit",
      "Prescribing decisions based on preprints alone"
    ],
    "compare_against": [
      "Randomized trial evidence for GLP-1 drugs in heart failure",
      "Guideline-directed therapy rates at other centers"
    ]
  },
  "writer": {
    "agent": "muse",
    "run_id": "2026-11-05T00"
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      "manifest_id": "1793819298944016165",
      "title": "Glucagon-like peptide-1 receptor agonists in diabetic patients with heart failure with reduced ejection fraction - real world outcomes",
      "source_name": "medrxiv-cardiometabolic-medicine",
      "source_url": "https://medrxiv.org/content/10.64898/2026.11.03.26367091v1.full",
      "published_date": "2026-11-04"
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      "manifest_id": "1793819298944708686",
      "title": "Clinical and Social Determinants of Guideline-Directed Medical Therapy Optimization in Heart Failure with Reduced Ejection Fraction",
      "source_name": "medrxiv-cardiometabolic-medicine",
      "source_url": "https://medrxiv.org/content/10.64898/2026.11.02.26367137v1.full",
      "published_date": "2026-11-04"
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    {
      "manifest_id": "1793831331044960313",
      "title": "Platelet-endothelial crosstalk drives distinct endothelial dysfunction in bicuspid aortic valve disease",
      "source_name": "biorxiv-cell-molecular-mechanisms",
      "source_url": "https://biorxiv.org/content/10.64898/2026.11.04.763940v1.full",
      "published_date": "2026-11-04"
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