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<article article-type="research-article" xml:lang="en" dtd-version="1.4"><processing-meta base-tagset="archiving" mathml-version="3.0" table-model="xhtml" tagset-family="jats"><restricted-by>pmc</restricted-by></processing-meta><front><journal-meta><journal-id journal-id-type="nlm-ta">Nat Med</journal-id><journal-id journal-id-type="iso-abbrev">Nat Med</journal-id><journal-id journal-id-type="pmc-domain-id">981</journal-id><journal-id journal-id-type="pmc-domain">npgopen</journal-id><journal-id journal-id-type="nlm-id">9502015</journal-id><journal-title-group><journal-title>Nature Medicine</journal-title></journal-title-group><issn pub-type="ppub">1078-8956</issn><issn pub-type="epub">1546-170X</issn><?publisher_abbrev naturepg?><custom-meta-group><custom-meta><meta-name>pmc-is-collection-domain</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-collection-title</meta-name><meta-value>Nature Portfolio</meta-value></custom-meta></custom-meta-group></journal-meta><article-meta><article-id pub-id-type="pmcid">PMC11835708</article-id><article-id pub-id-type="pmcid-ver">PMC11835708.1</article-id><article-id pub-id-type="pmcaid">11835708</article-id><article-id pub-id-type="pmcaiid">11835708</article-id><article-id pub-id-type="pmid">39551891</article-id><article-id pub-id-type="doi">10.1038/s41591-024-03374-z</article-id><article-id pub-id-type="publisher-id">3374</article-id><article-version article-version-type="pmc-version">1</article-version><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title-group><article-title>Effects of tirzepatide on circulatory overload and end-organ damage in heart failure with preserved ejection fraction and obesity: a secondary analysis of the SUMMIT trial</article-title></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0000-0001-9375-0596</contrib-id><name name-style="western"><surname>Borlaug</surname><given-names initials="BA">Barry A.</given-names></name><address><email>borlaug.barry@mayo.edu</email></address><xref ref-type="aff" rid="Aff1">1</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Zile</surname><given-names initials="MR">Michael R.</given-names></name><xref ref-type="aff" rid="Aff2">2</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Kramer</surname><given-names initials="CM">Christopher M.</given-names></name><xref ref-type="aff" rid="Aff3">3</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Baum</surname><given-names initials="SJ">Seth J.</given-names></name><xref ref-type="aff" rid="Aff4">4</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Hurt</surname><given-names initials="K">Karla</given-names></name><xref ref-type="aff" rid="Aff5">5</xref></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid" authenticated="false">http://orcid.org/0000-0002-5887-8161</contrib-id><name name-style="western"><surname>Litwin</surname><given-names initials="SE">Sheldon E.</given-names></name><xref ref-type="aff" rid="Aff2">2</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Murakami</surname><given-names initials="M">Masahiro</given-names></name><xref ref-type="aff" rid="Aff5">5</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Ou</surname><given-names initials="Y">Yang</given-names></name><xref ref-type="aff" rid="Aff5">5</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Upadhyay</surname><given-names initials="N">Navneet</given-names></name><xref ref-type="aff" rid="Aff5">5</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Packer</surname><given-names initials="M">Milton</given-names></name><xref ref-type="aff" rid="Aff6">6</xref><xref ref-type="aff" rid="Aff7">7</xref></contrib><aff id="Aff1"><label>1</label><institution-wrap><institution-id institution-id-type="ROR">https://ror.org/02qp3tb03</institution-id><institution-id institution-id-type="GRID">grid.66875.3a</institution-id><institution-id institution-id-type="ISNI">0000 0004 0459 167X</institution-id><institution>Department of Cardiovascular Diseases, </institution><institution>Mayo Clinic, </institution></institution-wrap>Rochester, MN USA </aff><aff id="Aff2"><label>2</label><institution-wrap><institution-id institution-id-type="ROR">https://ror.org/012jban78</institution-id><institution-id institution-id-type="GRID">grid.259828.c</institution-id><institution-id institution-id-type="ISNI">0000 0001 2189 3475</institution-id><institution>Division of Cardiology, </institution><institution>Medical University of South Carolina and the Ralph H. Johnson Veterans Affairs Medical Center, </institution></institution-wrap>Charleston, SC USA </aff><aff id="Aff3"><label>3</label><institution-wrap><institution-id institution-id-type="ROR">https://ror.org/0153tk833</institution-id><institution-id institution-id-type="GRID">grid.27755.32</institution-id><institution-id institution-id-type="ISNI">0000 0000 9136 933X</institution-id><institution>Cardiovascular Division, Department of Medicine, Department of Radiology and Medical Imaging, </institution><institution>University of Virginia Health, </institution></institution-wrap>Charlottesville, VA USA </aff><aff id="Aff4"><label>4</label>Flourish Research, Boca Raton, FL USA </aff><aff id="Aff5"><label>5</label><institution-wrap><institution-id institution-id-type="ROR">https://ror.org/01qat3289</institution-id><institution-id institution-id-type="GRID">grid.417540.3</institution-id><institution-id institution-id-type="ISNI">0000 0000 2220 2544</institution-id><institution>Eli Lilly and Company, </institution></institution-wrap>Indianapolis, IN USA </aff><aff id="Aff6"><label>6</label><institution-wrap><institution-id institution-id-type="ROR">https://ror.org/03nxfhe13</institution-id><institution-id institution-id-type="GRID">grid.411588.1</institution-id><institution-id institution-id-type="ISNI">0000 0001 2167 9807</institution-id><institution>Baylor University Medical Center, </institution></institution-wrap>Dallas, TX USA </aff><aff id="Aff7"><label>7</label><institution-wrap><institution-id institution-id-type="ROR">https://ror.org/041kmwe10</institution-id><institution-id institution-id-type="GRID">grid.7445.2</institution-id><institution-id institution-id-type="ISNI">0000 0001 2113 8111</institution-id><institution>Imperial College, </institution></institution-wrap>London, UK </aff></contrib-group><pub-date pub-type="epub"><day>17</day><month>11</month><year>2024</year></pub-date><pub-date pub-type="ppub"><year>2025</year></pub-date><volume>31</volume><issue>2</issue><issue-id pub-id-type="pmc-issue-id">482490</issue-id><fpage>544</fpage><lpage>551</lpage><history><date date-type="received"><day>4</day><month>10</month><year>2024</year></date><date date-type="accepted"><day>24</day><month>10</month><year>2024</year></date></history><pub-history><event event-type="pmc-release"><date><day>17</day><month>11</month><year>2024</year></date></event><event event-type="pmc-live"><date><day>20</day><month>02</month><year>2025</year></date></event><event event-type="pmc-last-change"><date iso-8601-date="2026-08-24 22:25:18.930"><day>24</day><month>08</month><year>2026</year></date></event></pub-history><permissions><copyright-statement>© The Author(s) 2024</copyright-statement><copyright-year>2024</copyright-year><license><ali:license_ref xmlns:ali="http://www.niso.org/schemas/ali/1.0/" specific-use="textmining" content-type="ccbylicense">https://creativecommons.org/licenses/by/4.0/</ali:license_ref><license-p><bold>Open Access</bold> This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">http://creativecommons.org/licenses/by/4.0/</ext-link>.</license-p></license></permissions><self-uri xmlns:xlink="http://www.w3.org/1999/xlink" content-type="pmc-pdf" xlink:href="41591_2024_Article_3374.pdf"><?pdf-name 41591_2024_Article_3374.pdf?><?pdf-size 5088772?><?pdf-md5 57d18fe60615861efeedb821ee3ae85f?><?pdf-image-server-status NEVER_LOAD?><?pdf-cloudpmc-urn urn:app:8d06/11835708/57d18fe60615/41591_2024_Article_3374.pdf?></self-uri><abstract id="Abs1"><p id="Par1">Patients with obesity-related heart failure with preserved ejection fraction (HFpEF) display circulatory volume expansion and pressure overload contributing to cardiovascular–kidney end-organ damage. In the SUMMIT trial, patients with HFpEF and obesity were randomized to the long-acting glucose-dependent insulinotropic polypeptide receptor and glucagon-like peptide-1 receptor agonist tirzepatide (<italic toggle="yes">n</italic> = 364, 200 women) or placebo (<italic toggle="yes">n</italic> = 367, 193 women). As reported separately, tirzepatide decreased cardiovascular death or worsening heart failure. Here, in this mechanistic secondary analysis of the SUMMIT trial, tirzepatide treatment at 52 weeks, as compared with placebo, reduced systolic blood pressure (estimated treatment difference (ETD) −5 mmHg, 95% confidence interval (CI) −7 to −3; <italic toggle="yes">P</italic> &lt; 0.001), decreased estimated blood volume (ETD −0.58 l, 95% CI −0.63 to −0.52; <italic toggle="yes">P</italic> &lt; 0.001) and reduced C-reactive protein levels (ETD −37.2%, 95% CI −45.7 to −27.3; <italic toggle="yes">P</italic> &lt; 0.001). These changes were coupled with an increase in estimated glomerular filtration rate (ETD 2.90 ml min<sup>−1</sup> 1.73 m<sup>−2</sup> yr<sup>−1</sup>, 95% CI 0.94 to 4.86; <italic toggle="yes">P</italic> = 0.004), a decrease in urine albumin–creatinine ratio (ETD 24 weeks, −25.0%, 95% CI −36 to −13%; <italic toggle="yes">P</italic> &lt; 0.001; 52 weeks, −15%, 95% CI −28 to 0.1; <italic toggle="yes">P</italic> = 0.051), a reduction in N-terminal prohormone B-type natriuretic peptide levels (ETD 52 weeks −10.5%, 95% CI −20.7 to 1.0%; <italic toggle="yes">P</italic> = 0.07) and a reduction in troponin T levels (ETD 52 weeks −10.4%, 95% CI −16.7 to −3.6; <italic toggle="yes">P</italic> = 0.003). In post hoc exploratory analyses, decreased estimated blood volume with tirzepatide treatment was significantly correlated with decreased blood pressure, reduced microalbuminuria, improved Kansas City Cardiomyopathy Questionnaire Clinical Summary Score and increased 6-min walk distance. Moreover, decreased C-reactive protein levels were correlated with reduced troponin T levels and improved 6-min walk distance. In conclusion, tirzepatide reduced circulatory volume–pressure overload and systemic inflammation and mitigated cardiovascular–kidney end-organ injury in patients with HFpEF and obesity, providing new insights into the mechanisms of benefit from tirzepatide. ClinicalTrials.gov registration: <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="uri" xlink:href="https://clinicaltrials.gov/study/NCT04847557">NCT04847557</ext-link>.</p></abstract><abstract id="Abs2" abstract-type="web-summary"><p id="Par2">In a mechanistic analysis of the SUMMIT trial that tested tirzepatide in patients with heart failure with preserved ejection fraction and obesity, treatment with this dual glucagon-like peptide-1 receptor and gastric inhibitory polypeptide agonist, as compared with placebo, reduced blood pressure and estimated circulatory volume–pressure overload, reduced systemic inflammation and mitigated cardiovascular and kidney injury.</p></abstract><kwd-group kwd-group-type="npg-subject"><title>Subject terms</title><kwd>Outcomes research</kwd><kwd>Translational research</kwd></kwd-group><funding-group><award-group><funding-source><institution-wrap><institution-id institution-id-type="FundRef">https://doi.org/10.13039/100004312</institution-id><institution>Eli Lilly and Company (Lilly)</institution></institution-wrap></funding-source></award-group></funding-group><custom-meta-group><custom-meta><meta-name>pmc-status-qastatus</meta-name><meta-value>0</meta-value></custom-meta><custom-meta><meta-name>pmc-status-live</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-status-embargo</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-status-released</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-open-access</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-olf</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-manuscript</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-legally-suppressed</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-has-pdf</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-has-supplement</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-pdf-only</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-suppress-copyright</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-is-real-version</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-is-scanned-article</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-preprint</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-in-epmc</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-license-ref</meta-name><meta-value>CC BY</meta-value></custom-meta><custom-meta><meta-name>issue-copyright-statement</meta-name><meta-value>© Springer Nature America, Inc. 2025</meta-value></custom-meta></custom-meta-group></article-meta></front><body><sec id="Sec1"><title>Main</title><p id="Par3">Over half of patients with heart failure (HF) have a preserved ejection fraction (HF with preserved ejection fraction, HFpEF), and roughly two-thirds of these patients have obesity<sup><xref ref-type="bibr" rid="CR1">1</xref>–<xref ref-type="bibr" rid="CR3">3</xref></sup>. Obesity-related HFpEF represents the most advanced form of cardiovascular–kidney–metabolic disease, a syndrome recognized by the American Heart Association<sup><xref ref-type="bibr" rid="CR4">4</xref></sup>. Individuals with obesity-related HFpEF have a high burden of hypertension and chronic kidney disease (CKD), which develops in response to marked blood volume (BV) expansion and chronic systemic inflammation<sup><xref ref-type="bibr" rid="CR5">5</xref>–<xref ref-type="bibr" rid="CR8">8</xref></sup>. Indeed, hypertension, CKD and BV expansion are the three features that best distinguish obesity-related HFpEF from asymptomatic individuals with obesity but no HF<sup><xref ref-type="bibr" rid="CR9">9</xref></sup>. Endothelial dysfunction, inflammation and CKD in HFpEF can underlie the development of microalbuminuria, which is correlated with greater cardiac dysfunction and congestion, along with higher risk for HF hospitalization or death<sup><xref ref-type="bibr" rid="CR10">10</xref>–<xref ref-type="bibr" rid="CR12">12</xref></sup>. Patients with HFpEF also frequently display chronic low-grade myocardial injury as reflected by elevated levels of troponin<sup><xref ref-type="bibr" rid="CR13">13</xref>,<xref ref-type="bibr" rid="CR14">14</xref></sup>, and like albuminuria, this degree of myocardial injury in HFpEF is correlated with the severity of cardiac dysfunction, hemodynamic congestion, impairment in functional capacity and risk for HF hospitalization<sup><xref ref-type="bibr" rid="CR13">13</xref>,<xref ref-type="bibr" rid="CR14">14</xref></sup>. Notably, cardiac injury is greater in patients with obesity-related HFpEF compared with those without obesity<sup><xref ref-type="bibr" rid="CR15">15</xref></sup>.</p><p id="Par4">The Study of Tirzepatide in Participants with Heart Failure with Preserved Ejection Fraction and Obesity (SUMMIT) trial showed that the long-acting glucose-dependent insulinotropic polypeptide receptor and glucagon-like peptide-1 receptor agonist tirzepatide reduced the risk of worsening HF compared with placebo in patients with obesity-related HFpEF, while reducing HF symptom severity and improving exercise tolerance<sup><xref ref-type="bibr" rid="CR16">16</xref></sup>. The mechanisms underlying these favorable effects of tirzepatide remain unclear. Here, we tested the hypothesis that tirzepatide may reduce cardiovascular–kidney end-organ damage while exerting favorable effects on circulatory volume–pressure overload and systemic inflammation in patients with obesity-related HFpEF participating in the SUMMIT trial.</p></sec><sec id="Sec2" sec-type="results"><title>Results</title><sec id="Sec3"><title>Patient characteristics</title><p id="Par5">A total of 731 patients with obesity-related HFpEF were randomly assigned to receive tirzepatide (<italic toggle="yes">n</italic> = 364) or placebo (<italic toggle="yes">n</italic> = 367) at 129 centers in 9 countries between 20 April 2021 and 30 June 2023, with data collection through the final study visit on 2 July 2024. Participants displayed typical characteristics of obesity-related HFpEF, with mean body mass index (BMI) exceeding 38 kg m<sup>−2</sup>, increased waist circumference and high prevalence of comorbidities including coronary disease and atrial fibrillation, with no baseline differences in those randomized to tirzepatide or placebo (Table <xref rid="Tab1" ref-type="table">1</xref>). Patient-reported health status and exercise capacity were severely impaired (mean Kansas City Cardiomyopathy Questionnaire Clinical Summary Score (KCCQ-CSS), 54; mean 6-min walk distance (6MWD), 303 m), and nearly half the participants had experienced a hospitalization or urgent care visit for worsening HF in the preceding 12 months. Chronic low-grade myocardial injury was common, with 41% of participants having elevated levels of high-sensitivity troponin T (Table <xref rid="Tab1" ref-type="table">1</xref>).<table-wrap id="Tab1" position="float" orientation="portrait"><label>Table 1</label><caption><p>Baseline characteristics</p></caption><table frame="hsides" rules="groups"><thead><tr><th colspan="1" rowspan="1">Characteristic</th><th colspan="1" rowspan="1">Tirzepatide (<italic toggle="yes">n</italic> = 364)</th><th colspan="1" rowspan="1">Placebo (<italic toggle="yes">n</italic> = 367)</th></tr></thead><tbody><tr><td colspan="1" rowspan="1">Age (years)</td><td colspan="1" rowspan="1">65.5 ± 10.5</td><td colspan="1" rowspan="1">65.0 ± 10.9</td></tr><tr><td colspan="1" rowspan="1">Women</td><td colspan="1" rowspan="1">200 (54.9%)</td><td colspan="1" rowspan="1">193 (52.6%)</td></tr><tr><td colspan="3" rowspan="1">Race</td></tr><tr><td colspan="1" rowspan="1"> American Indian, Alaska Native or Pacific Islanders</td><td colspan="1" rowspan="1">26 (7.1%)</td><td colspan="1" rowspan="1">24 (6.5%)</td></tr><tr><td colspan="1" rowspan="1"> Asian</td><td colspan="1" rowspan="1">58 (15.9%)</td><td colspan="1" rowspan="1">73 (19.9)</td></tr><tr><td colspan="1" rowspan="1"> Black or African American</td><td colspan="1" rowspan="1">22 (6.0%)</td><td colspan="1" rowspan="1">14 (3.8%)</td></tr><tr><td colspan="1" rowspan="1"> White</td><td colspan="1" rowspan="1">256 (70.3%)</td><td colspan="1" rowspan="1">256 (69.8%)</td></tr><tr><td colspan="1" rowspan="1"> Other or mixed race</td><td colspan="1" rowspan="1">2 (0.5%)</td><td colspan="1" rowspan="1">0 (0.0%)</td></tr><tr><td colspan="3" rowspan="1">Ethnicity</td></tr><tr><td colspan="1" rowspan="1"> Hispanic or Latino</td><td colspan="1" rowspan="1">195 (53.6%)</td><td colspan="1" rowspan="1">205 (55.9%)</td></tr><tr><td colspan="1" rowspan="1"> Not Hispanic or Latino</td><td colspan="1" rowspan="1">164 (45.1%)</td><td colspan="1" rowspan="1">159 (43.3%)</td></tr><tr><td colspan="3" rowspan="1">Region</td></tr><tr><td colspan="1" rowspan="1"> United States</td><td colspan="1" rowspan="1">83 (22.8%)</td><td colspan="1" rowspan="1">68 (18.5%)</td></tr><tr><td colspan="1" rowspan="1"> Latin America</td><td colspan="1" rowspan="1">193 (53.0%)</td><td colspan="1" rowspan="1">197 (53.7%)</td></tr><tr><td colspan="1" rowspan="1"> Asia</td><td colspan="1" rowspan="1">58 (15.9%)</td><td colspan="1" rowspan="1">73 (19.9%)</td></tr><tr><td colspan="1" rowspan="1"> Other</td><td colspan="1" rowspan="1">30 (8.2%)</td><td colspan="1" rowspan="1">29 (7.9%)</td></tr><tr><td colspan="3" rowspan="1">Measures of adiposity</td></tr><tr><td colspan="1" rowspan="1"> Body weight (kg)</td><td colspan="1" rowspan="1">102.9 ± 21.7</td><td colspan="1" rowspan="1">103.1 ± 22.7</td></tr><tr><td colspan="1" rowspan="1"> BMI (kg m<sup>−2</sup>)</td><td colspan="1" rowspan="1">38.3 ± 6.4</td><td colspan="1" rowspan="1">38.2 ± 7.0</td></tr><tr><td colspan="1" rowspan="1"> Waist circumference (cm)</td><td colspan="1" rowspan="1">120 ± 15</td><td colspan="1" rowspan="1">120 ± 14</td></tr><tr><td colspan="1" rowspan="1">HFpEF severity and phenotyping</td><td colspan="1" rowspan="1"/><td colspan="1" rowspan="1"/></tr><tr><td colspan="1" rowspan="1"> NYHA Class II</td><td colspan="1" rowspan="1">262 (72.0%)</td><td colspan="1" rowspan="1">268 (73.0%)</td></tr><tr><td colspan="1" rowspan="1"> NYHA Class III–IV</td><td colspan="1" rowspan="1">102 (28.0%)</td><td colspan="1" rowspan="1">99 (27.0%)</td></tr><tr><td colspan="1" rowspan="1"> NT-proBNP, median (IQR), ng l<sup>−1</sup></td><td colspan="1" rowspan="1">196 (56, 488)</td><td colspan="1" rowspan="1">169 (64, 476)</td></tr><tr><td colspan="1" rowspan="1"> KCCQ-CSS score</td><td colspan="1" rowspan="1">53.9 ± 17.9</td><td colspan="1" rowspan="1">53.2 ± 19.0</td></tr><tr><td colspan="1" rowspan="1"> 6MWD (m)</td><td colspan="1" rowspan="1">305.0 ± 80.0</td><td colspan="1" rowspan="1">300.6 ± 83.5</td></tr><tr><td colspan="1" rowspan="1"> Left ventricular ejection fraction (%)</td><td colspan="1" rowspan="1">61.0 ± 6.5</td><td colspan="1" rowspan="1">60.6 ± 6.2</td></tr><tr><td colspan="1" rowspan="1"> High-sensitivity troponin T, median (IQR), (ng l<sup>−1</sup>)</td><td colspan="1" rowspan="1">11 (7–19)</td><td colspan="1" rowspan="1">12 (8–19)</td></tr><tr><td colspan="1" rowspan="1"> Elevated troponin T (&gt;14 ng l<sup>−1</sup>), <italic toggle="yes">n</italic> (%)</td><td colspan="1" rowspan="1">151 (42.2%)</td><td colspan="1" rowspan="1">147 (40.6%)</td></tr><tr><td colspan="1" rowspan="1"> Current atrial fibrillation, <italic toggle="yes">n</italic> (%)</td><td colspan="1" rowspan="1">95 (26.1%)</td><td colspan="1" rowspan="1">91 (24.8%)</td></tr><tr><td colspan="3" rowspan="1">Cardiovascular history</td></tr><tr><td colspan="1" rowspan="1"> Hospitalization for HF within 12 months</td><td colspan="1" rowspan="1">171 (47.0%)</td><td colspan="1" rowspan="1">172 (46.9%)</td></tr><tr><td colspan="1" rowspan="1"> Diabetes mellitus</td><td colspan="1" rowspan="1">174 (47.8%)</td><td colspan="1" rowspan="1">178 (48.5%)</td></tr><tr><td colspan="1" rowspan="1"> Coronary artery disease</td><td colspan="1" rowspan="1">111 (30.9%)</td><td colspan="1" rowspan="1">106 (29.1%)</td></tr><tr><td colspan="3" rowspan="1">Cardiovascular medications</td></tr><tr><td colspan="1" rowspan="1"> Diuretics</td><td colspan="1" rowspan="1">267 (73.4%)</td><td colspan="1" rowspan="1">271 (73.8%)</td></tr><tr><td colspan="1" rowspan="1"> RAS and neprilysin inhibitors</td><td colspan="1" rowspan="1">293 (80.5%)</td><td colspan="1" rowspan="1">295 (80.4%)</td></tr><tr><td colspan="1" rowspan="1"> Beta blocker</td><td colspan="1" rowspan="1">245 (67.3%)</td><td colspan="1" rowspan="1">263 (71.7%)</td></tr><tr><td colspan="1" rowspan="1"> Mineralocorticoid receptor antagonist</td><td colspan="1" rowspan="1">131 (36.0%)</td><td colspan="1" rowspan="1">125 (34.1%)</td></tr><tr><td colspan="1" rowspan="1"> Sodium–glucose cotransporter 2 inhibitor</td><td colspan="1" rowspan="1">69 (19.0%)</td><td colspan="1" rowspan="1">57 (15.5%)</td></tr></tbody></table><table-wrap-foot><p>Plus–minus values are mean ± s.d. The numbers in parentheses are percentages or IQR. Race was self-reported; patients who identified with ≥1 race or with no race were classified as other. Renin–angiotensin system (RAS) inhibitors include angiotensin-converting enzyme inhibitors, angiotensin receptor blockers and angiotensin receptor neprilysin inhibitors.</p></table-wrap-foot></table-wrap></p><p id="Par6">Participants displayed borderline hypertension at baseline, with increased estimated BV and plasma volume (PV) in keeping with the diagnosis of obesity-related HFpEF (Table <xref rid="Tab2" ref-type="table">2</xref>). Kidney dysfunction was common, with a baseline mean estimated glomerular filtration rate (eGFR) of 55.3 ml min<sup>−1</sup> 1.73 m<sup>−2</sup>. Over half of the participants had stage 3 or greater CKD, over one-quarter had microalbuminuria and a smaller proportion had macroalbuminuria. Patients with HFpEF also displayed systemic inflammation, with median C-reactive protein (CRP) of 3.2 mg l<sup>−1</sup>, and 66% had elevated CRP (&gt;2.0 mg l<sup>−1</sup>).<table-wrap id="Tab2" position="float" orientation="portrait"><label>Table 2</label><caption><p>Baseline circulatory pressure and volume status, kidney function and systemic inflammation</p></caption><table frame="hsides" rules="groups"><thead><tr><th colspan="1" rowspan="1">Characteristic</th><th colspan="1" rowspan="1">Tirzepatide (<italic toggle="yes">n</italic> = 364)</th><th colspan="1" rowspan="1">Placebo (<italic toggle="yes">n</italic> = 367)</th></tr></thead><tbody><tr><td colspan="1" rowspan="1"><bold>Baseline hemodynamics and volume status</bold></td><td colspan="1" rowspan="1"/><td colspan="1" rowspan="1"/></tr><tr><td colspan="1" rowspan="1"> Systolic BP (mmHg)</td><td colspan="1" rowspan="1">127.9 ± 13.1</td><td colspan="1" rowspan="1">128.2 ± 13.7</td></tr><tr><td colspan="1" rowspan="1"> Diastolic BP (mmHg)</td><td colspan="1" rowspan="1">75.7 ± 9.6</td><td colspan="1" rowspan="1">76.9 ± 10.0</td></tr><tr><td colspan="1" rowspan="1"> Pulse pressure (mmHg)</td><td colspan="1" rowspan="1">52.1 ± 12.7</td><td colspan="1" rowspan="1">51.2 ± 12.4</td></tr><tr><td colspan="1" rowspan="1"> Estimated total BV (l)</td><td colspan="1" rowspan="1">5.77 ± 0.96</td><td colspan="1" rowspan="1">5.74 ± 0.94</td></tr><tr><td colspan="1" rowspan="1"> Estimated PV (l)</td><td colspan="1" rowspan="1">3.34 ± 0.58</td><td colspan="1" rowspan="1">3.32 ± 0.57</td></tr><tr><td colspan="1" rowspan="1"><bold>Baseline kidney indices</bold></td><td colspan="1" rowspan="1"/><td colspan="1" rowspan="1"/></tr><tr><td colspan="1" rowspan="1"> eGFR, ml min<sup>−1</sup> 1.73 m<sup>−2</sup></td><td colspan="1" rowspan="1">55.5 ± 23.1</td><td colspan="1" rowspan="1">55.1 ± 21.7</td></tr><tr><td colspan="1" rowspan="1"> Stage 3 or greater CKD, <italic toggle="yes">n</italic> (%)</td><td colspan="1" rowspan="1">212 (58.2%)</td><td colspan="1" rowspan="1">229 (62.4%)</td></tr><tr><td colspan="1" rowspan="1"> Cystatin C, median (IQR) (mg l<sup>−1</sup>)</td><td colspan="1" rowspan="1">1.26 (1.04–1.63)</td><td colspan="1" rowspan="1">1.29 (1.07–1.60)</td></tr><tr><td colspan="1" rowspan="1"> UACR, median (IQR), (g kg<sup>−1</sup>)</td><td colspan="1" rowspan="1">17 (8–47)</td><td colspan="1" rowspan="1">20 (8–65)</td></tr><tr><td colspan="1" rowspan="1"> Microalbuminuria (UACR 30–300), <italic toggle="yes">n</italic> (%)</td><td colspan="1" rowspan="1">96 (26.5%)</td><td colspan="1" rowspan="1">105 (28.9%)</td></tr><tr><td colspan="1" rowspan="1"> Macroalbuminuria (UACR &gt;300), <italic toggle="yes">n</italic> (%)</td><td colspan="1" rowspan="1">22 (6.1%)</td><td colspan="1" rowspan="1">39 (10.7%)</td></tr><tr><td colspan="1" rowspan="1"><bold>Systemic inflammation</bold></td><td colspan="1" rowspan="1"/><td colspan="1" rowspan="1"/></tr><tr><td colspan="1" rowspan="1"> High-sensitivity CRP, median (IQR), mg l<sup>−1</sup></td><td colspan="1" rowspan="1">3.1 (1.6–6.5)</td><td colspan="1" rowspan="1">3.4 (1.4–6.4)</td></tr><tr><td colspan="1" rowspan="1"> Elevated CRP (&gt;2 mg l<sup>−1</sup>), <italic toggle="yes">n</italic> (%)</td><td colspan="1" rowspan="1">233 (66.6%)</td><td colspan="1" rowspan="1">227 (65.6%)</td></tr></tbody></table><table-wrap-foot><p>Plus–minus values are mean ± s.d., median (IQR) or number (percentage).</p></table-wrap-foot></table-wrap></p></sec><sec id="Sec4"><title>Tirzepatide effects on hemodynamic load and inflammation</title><p id="Par7">As compared with placebo, treatment with tirzepatide reduced systolic blood pressure (BP), an effect that was evident after 4 weeks, with a progressive decline up to 24 weeks, which was maintained after 52 weeks (Table <xref rid="Tab3" ref-type="table">3</xref> and Fig. <xref rid="Fig1" ref-type="fig">1a</xref>). In contrast, the effects on diastolic BP were minimal and not statistically significant at 24 or 52 weeks of treatment. Pulse pressure, an indirect reflection of aortic stiffness, was significantly reduced by tirzepatide as compared with placebo at each time point (Table <xref rid="Tab3" ref-type="table">3</xref>).<table-wrap id="Tab3" position="float" orientation="portrait"><label>Table 3</label><caption><p>Effects of tirzepatide on circulatory pressure–volume characteristics, inflammation and kidney function</p></caption><table frame="hsides" rules="groups"><thead><tr><th colspan="1" rowspan="1">Variable and duration of treatment</th><th colspan="1" rowspan="1">Change with tirzepatide from baseline</th><th colspan="1" rowspan="1">Change with placebo from baseline</th><th colspan="1" rowspan="1">ETD</th><th colspan="1" rowspan="1">95% CI</th><th colspan="1" rowspan="1"><italic toggle="yes">P</italic></th></tr></thead><tbody><tr><td colspan="6" rowspan="1">Systolic BP (mmHg)</td></tr><tr><td colspan="1" rowspan="1"> 12 weeks</td><td colspan="1" rowspan="1">−5.5</td><td colspan="1" rowspan="1">0.9</td><td colspan="1" rowspan="1">−6.4</td><td colspan="1" rowspan="1">−8.4 to −4.4</td><td colspan="1" rowspan="1">&lt;0.001</td></tr><tr><td colspan="1" rowspan="1"> 24 weeks</td><td colspan="1" rowspan="1">−6.6</td><td colspan="1" rowspan="1">−0.3</td><td colspan="1" rowspan="1">−6.4</td><td colspan="1" rowspan="1">−8.3 to −4.5</td><td colspan="1" rowspan="1">&lt;0.001</td></tr><tr><td colspan="1" rowspan="1"> 52 weeks</td><td colspan="1" rowspan="1">−4.6</td><td colspan="1" rowspan="1">0.1</td><td colspan="1" rowspan="1">−4.7</td><td colspan="1" rowspan="1">−6.8 to −2.5</td><td colspan="1" rowspan="1">&lt;0.001</td></tr><tr><td colspan="6" rowspan="1">Diastolic BP (mmHg)</td></tr><tr><td colspan="1" rowspan="1"> 12 weeks</td><td colspan="1" rowspan="1">−1.1</td><td colspan="1" rowspan="1">−0.5</td><td colspan="1" rowspan="1">−0.7</td><td colspan="1" rowspan="1">−1.9 to −0.6</td><td colspan="1" rowspan="1">0.313</td></tr><tr><td colspan="1" rowspan="1"> 24 weeks</td><td colspan="1" rowspan="1">−1.7</td><td colspan="1" rowspan="1">−0.5</td><td colspan="1" rowspan="1">−1.3</td><td colspan="1" rowspan="1">−2.5 to 0.0</td><td colspan="1" rowspan="1">0.054</td></tr><tr><td colspan="1" rowspan="1"> 52 weeks</td><td colspan="1" rowspan="1">−1.2</td><td colspan="1" rowspan="1">−0.3</td><td colspan="1" rowspan="1">−0.9</td><td colspan="1" rowspan="1">−2.3 to 0.5</td><td colspan="1" rowspan="1">0.189</td></tr><tr><td colspan="6" rowspan="1">Pulse pressure (mmHg)</td></tr><tr><td colspan="1" rowspan="1"> 12 weeks</td><td colspan="1" rowspan="1">−4.4</td><td colspan="1" rowspan="1">1.4</td><td colspan="1" rowspan="1">−5.8</td><td colspan="1" rowspan="1">−7.4 to −4.1</td><td colspan="1" rowspan="1">&lt;0.001</td></tr><tr><td colspan="1" rowspan="1"> 24 weeks</td><td colspan="1" rowspan="1">−4.9</td><td colspan="1" rowspan="1">0.3</td><td colspan="1" rowspan="1">−5.2</td><td colspan="1" rowspan="1">−6.8 to −3.7</td><td colspan="1" rowspan="1">&lt;0.001</td></tr><tr><td colspan="1" rowspan="1"> 52 weeks</td><td colspan="1" rowspan="1">−3.5</td><td colspan="1" rowspan="1">0.4</td><td colspan="1" rowspan="1">−3.9</td><td colspan="1" rowspan="1">−5.6 to −2.2</td><td colspan="1" rowspan="1">&lt;0.001</td></tr><tr><td colspan="6" rowspan="1">Estimated BV (l)</td></tr><tr><td colspan="1" rowspan="1"> 12 weeks</td><td colspan="1" rowspan="1">−0.27</td><td colspan="1" rowspan="1">−0.04</td><td colspan="1" rowspan="1">−0.23</td><td colspan="1" rowspan="1">−0.26 to −0.21</td><td colspan="1" rowspan="1">&lt;0.001</td></tr><tr><td colspan="1" rowspan="1"> 24 weeks</td><td colspan="1" rowspan="1">−0.49</td><td colspan="1" rowspan="1">−0.07</td><td colspan="1" rowspan="1">−0.42</td><td colspan="1" rowspan="1">−0.45 to −0.38</td><td colspan="1" rowspan="1">&lt;0.001</td></tr><tr><td colspan="1" rowspan="1"> 52 weeks</td><td colspan="1" rowspan="1">−0.68</td><td colspan="1" rowspan="1">−0.11</td><td colspan="1" rowspan="1">−0.58</td><td colspan="1" rowspan="1">−0.63 to −0.52</td><td colspan="1" rowspan="1">&lt;0.001</td></tr><tr><td colspan="6" rowspan="1">Estimated PV (l)</td></tr><tr><td colspan="1" rowspan="1"> 12 weeks</td><td colspan="1" rowspan="1">−0.17</td><td colspan="1" rowspan="1">−0.03</td><td colspan="1" rowspan="1">−0.13</td><td colspan="1" rowspan="1">−0.16 to −0.11</td><td colspan="1" rowspan="1">&lt;0.001</td></tr><tr><td colspan="1" rowspan="1"> 24 weeks</td><td colspan="1" rowspan="1">−0.27</td><td colspan="1" rowspan="1">−0.04</td><td colspan="1" rowspan="1">−0.23</td><td colspan="1" rowspan="1">−0.26 to −0.19</td><td colspan="1" rowspan="1">&lt;0.001</td></tr><tr><td colspan="1" rowspan="1"> 52 weeks</td><td colspan="1" rowspan="1">−0.39</td><td colspan="1" rowspan="1">−0.08</td><td colspan="1" rowspan="1">−0.32</td><td colspan="1" rowspan="1">−0.36 to −0.27</td><td colspan="1" rowspan="1">&lt;0.001</td></tr><tr><td colspan="6" rowspan="1">High-sensitivity CRP (% change from baseline)</td></tr><tr><td colspan="1" rowspan="1"> 12 weeks</td><td colspan="1" rowspan="1">−4.7</td><td colspan="1" rowspan="1">1.9</td><td colspan="1" rowspan="1">−6.5</td><td colspan="1" rowspan="1">−18.0 to 6.7</td><td colspan="1" rowspan="1">0.318</td></tr><tr><td colspan="1" rowspan="1"> 24 weeks</td><td colspan="1" rowspan="1">−21.5</td><td colspan="1" rowspan="1">−6.7</td><td colspan="1" rowspan="1">−15.9</td><td colspan="1" rowspan="1">−26.4 to −4.0</td><td colspan="1" rowspan="1">0.010</td></tr><tr><td colspan="1" rowspan="1"> 52 weeks</td><td colspan="1" rowspan="1">−39.8</td><td colspan="1" rowspan="1">−4.1</td><td colspan="1" rowspan="1">−37.2</td><td colspan="1" rowspan="1">−45.7 to −27.3</td><td colspan="1" rowspan="1">&lt;0.001</td></tr><tr><td colspan="6" rowspan="1">eGFR (ml min<sup>−1</sup> 1.73 m<sup>−2</sup>)</td></tr><tr><td colspan="1" rowspan="1"> 12 weeks</td><td colspan="1" rowspan="1">−0.6</td><td colspan="1" rowspan="1">0.5</td><td colspan="1" rowspan="1">−1.1</td><td colspan="1" rowspan="1">−2.7 to 0.4</td><td colspan="1" rowspan="1">0.148</td></tr><tr><td colspan="1" rowspan="1"> 24 weeks</td><td colspan="1" rowspan="1">0.3</td><td colspan="1" rowspan="1">0.1</td><td colspan="1" rowspan="1">0.2</td><td colspan="1" rowspan="1">−1.4 to 1.8</td><td colspan="1" rowspan="1">0.818</td></tr><tr><td colspan="1" rowspan="1"> 52 weeks</td><td colspan="1" rowspan="1">2.6</td><td colspan="1" rowspan="1">−0.3</td><td colspan="1" rowspan="1">2.9</td><td colspan="1" rowspan="1">0.9 to 4.9</td><td colspan="1" rowspan="1">0.004</td></tr><tr><td colspan="6" rowspan="1">UACR (% change from baseline)</td></tr><tr><td colspan="1" rowspan="1"> 24 weeks</td><td colspan="1" rowspan="1">−26.4</td><td colspan="1" rowspan="1">−1.9</td><td colspan="1" rowspan="1">−25.0</td><td colspan="1" rowspan="1">−35.5 to −12.7</td><td colspan="1" rowspan="1">&lt;0.001</td></tr><tr><td colspan="1" rowspan="1"> 52 weeks</td><td colspan="1" rowspan="1">−14.7</td><td colspan="1" rowspan="1">0.4</td><td colspan="1" rowspan="1">−15.1</td><td colspan="1" rowspan="1">−28.0 to 0.1</td><td colspan="1" rowspan="1">0.051</td></tr><tr><td colspan="6" rowspan="1">NT-proBNP level (% change from baseline)</td></tr><tr><td colspan="1" rowspan="1"> 12 weeks</td><td colspan="1" rowspan="1">−8.9</td><td colspan="1" rowspan="1">2.0</td><td colspan="1" rowspan="1">−10.8</td><td colspan="1" rowspan="1">−19.1 to −1.5</td><td colspan="1" rowspan="1">0.024</td></tr><tr><td colspan="1" rowspan="1"> 24 weeks</td><td colspan="1" rowspan="1">−10.2</td><td colspan="1" rowspan="1">−0.6</td><td colspan="1" rowspan="1">−9.7</td><td colspan="1" rowspan="1">−18.9 to 0.5</td><td colspan="1" rowspan="1">0.063</td></tr><tr><td colspan="1" rowspan="1"> 52 weeks</td><td colspan="1" rowspan="1">−7.2</td><td colspan="1" rowspan="1">3.7</td><td colspan="1" rowspan="1">−10.5</td><td colspan="1" rowspan="1">−20.7 to 1.0</td><td colspan="1" rowspan="1">0.072</td></tr><tr><td colspan="6" rowspan="1">Troponin T level (% change from baseline)</td></tr><tr><td colspan="1" rowspan="1"> 12 weeks</td><td colspan="1" rowspan="1">−1.3</td><td colspan="1" rowspan="1">−0.8</td><td colspan="1" rowspan="1">−0.6</td><td colspan="1" rowspan="1">−7.5 to 7.0</td><td colspan="1" rowspan="1">0.881</td></tr><tr><td colspan="1" rowspan="1"> 24 weeks</td><td colspan="1" rowspan="1">−8.6</td><td colspan="1" rowspan="1">1.4</td><td colspan="1" rowspan="1">−9.8</td><td colspan="1" rowspan="1">−16.0 to −3.3</td><td colspan="1" rowspan="1">0.004</td></tr><tr><td colspan="1" rowspan="1"> 52 weeks</td><td colspan="1" rowspan="1">−9.6</td><td colspan="1" rowspan="1">0.9</td><td colspan="1" rowspan="1">−10.4</td><td colspan="1" rowspan="1">−16.7 to −3.6</td><td colspan="1" rowspan="1">0.003</td></tr></tbody></table><table-wrap-foot><p><italic toggle="yes">P</italic> values are two-sided for each time point comparison based upon comparing the least-squares means calculated from a mixed-model repeated-measures model incorporating baseline value, history of HF decompensation within 12 months, diabetes status, baseline BMI group (&lt;35, ≥35 kg m<sup>−2</sup>), treatment assignment, time, and treatment × time interaction. No correction was made for multiple hypothesis testing.</p></table-wrap-foot></table-wrap><fig id="Fig1" position="float" orientation="portrait"><label>Fig. 1</label><caption><title>Effects of tirzepatide on pressure overload and volume expansion.</title><p><bold>a</bold>, Least-squares mean changes from baseline in systolic BP (SBP) plotted as a function of duration of treatment in participants randomized to tirzepatide (red circles) or placebo (black squares). <bold>b</bold>, The estimated mean treatment difference in the change in BV versus baseline with tirzepatide (TZP) compared with placebo plotted as a function of duration of treatment. The error bars represent s.e.m. for both panels; two-sided <italic toggle="yes">P</italic> &lt; 0.001 for each time point comparison for <bold>a</bold> and <bold>b</bold> based upon comparing the least-squares means calculated from a mixed-model repeated-measures model incorporating baseline value, sex, history of HF decompensation within 12 months, diabetes status, baseline BMI group (&lt;35, ≥35 kg m<sup>−2</sup>), treatment assignment, time, and treatment × time interaction. No correction was made for multiple hypothesis testing.</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" id="d33e1380" position="float" orientation="portrait" xlink:href="41591_2024_3374_Fig1_HTML.jpg"><?image-name 41591_2024_3374_Fig1_HTML.jpg?><?image-size 60871?><?image-md5 7b498e0579b654d4b7342892fa1003c5?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 830?><?image-original-width 1826?><?image-scaled-height 332?><?image-scaled-width 730?><?image-cloudpmc-urn urn:cdn:blobs/8d06/11835708/7b498e0579b6/41591_2024_3374_Fig1_HTML.jpg?><?thumb-name 41591_2024_3374_Fig1_HTML.gif?><?thumb-size 2666?><?thumb-md5 0d69a60f0c6472ddbf5307ff4c9b22ce?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 80?><?thumb-scaled-width 176?><?thumb-cloudpmc-urn urn:cdn:blobs/8d06/11835708/0d69a60f0c64/41591_2024_3374_Fig1_HTML.gif?></graphic></fig></p><p id="Par8">As compared with placebo, tirzepatide resulted in a reduction in estimated BV at 12 weeks and 24 weeks, which further decreased at 52 weeks (estimated treatment difference (ETD) −0.58 l, 95% confidence interval (CI) −0.63 to −0.52, <italic toggle="yes">P</italic> &lt; 0.001; Table <xref rid="Tab3" ref-type="table">3</xref> and Fig. <xref rid="Fig1" ref-type="fig">1b</xref>). Tirzepatide resulted in similar reductions in estimated PV at each time point (Table <xref rid="Tab3" ref-type="table">3</xref>).</p><p id="Par9">Tirzepatide reduced systemic inflammation as measured by high-sensitivity CRP at 24 weeks and to greater extent at 52 weeks, but with no significant effect at 12 weeks (Table <xref rid="Tab3" ref-type="table">3</xref> and Fig. <xref rid="Fig2" ref-type="fig">2a</xref>). Among patients with elevated CRP at baseline, those treated with tirzepatide had greater likelihood of normalization of CRP (to &lt;2 mg l<sup>−1</sup>) at 52 weeks compared with placebo (40.4% versus 19.4%, odds ratio 2.90, 95% CI 1.82 to 4.64; <italic toggle="yes">P</italic> &lt; 0.001).<fig id="Fig2" position="float" orientation="portrait"><label>Fig. 2</label><caption><title>Effects of tirzepatide on systemic inflammation, cardiac injury and natriuretic peptide levels.</title><p><bold>a</bold>, Least-squares mean changes from baseline in CRP plotted as a function of duration of treatment in participants randomized to tirzepatide (red circles) or placebo (black squares). <bold>b</bold>, The estimated mean treatment difference in the change in troponin T and NT-proBNP with tirzepatide (TZP) to baseline compared with placebo plotted as a function of duration of treatment. The error bars represent the s.e.m. for all panels; <italic toggle="yes">P</italic> values are two-sided for each time point comparison for <bold>a</bold> and <bold>b</bold> based upon comparing the least-squares means calculated from a mixed-model repeated-measures model incorporating baseline value, history of HF decompensation within 12 months, diabetes status, baseline BMI group (&lt;35, ≥35 kg m<sup>−2</sup>), treatment assignment, time, and treatment × time interaction. No correction was made for multiple hypothesis testing.</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" id="d33e1432" position="float" orientation="portrait" xlink:href="41591_2024_3374_Fig2_HTML.jpg"><?image-name 41591_2024_3374_Fig2_HTML.jpg?><?image-size 62503?><?image-md5 e3daa6fd01b1255c730a78cc0e8a715f?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 777?><?image-original-width 2168?><?image-scaled-height 259?><?image-scaled-width 722?><?image-cloudpmc-urn urn:cdn:blobs/8d06/11835708/e3daa6fd01b1/41591_2024_3374_Fig2_HTML.jpg?><?thumb-name 41591_2024_3374_Fig2_HTML.gif?><?thumb-size 3105?><?thumb-md5 3b20c421e90c2c19a02c25e3f339f1b8?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 72?><?thumb-scaled-width 200?><?thumb-cloudpmc-urn urn:cdn:blobs/8d06/11835708/3b20c421e90c/41591_2024_3374_Fig2_HTML.gif?></graphic></fig></p></sec><sec id="Sec5"><title>Effects of tirzepatide on cardiac injury and kidney function</title><p id="Par10">Treatment with tirzepatide resulted in a significant reduction in myocardial injury reflected by high-sensitivity troponin T as compared with placebo at both 24 and 52 weeks (ETD 24 weeks −9.8% (95% CI −16.0 to −3.3), <italic toggle="yes">P</italic> = 0.004, 52 weeks −10.4% (95% CI −16.7 to −3.6), <italic toggle="yes">P</italic> = 0.003), with no significant effect at 12 weeks (Fig. <xref rid="Fig2" ref-type="fig">2b</xref>). Tirzepatide also reduced N-terminal prohormone B-type natriuretic peptide (NT-proBNP) levels compared with placebo, <italic toggle="yes">P</italic> = 0.02–0.07 (Fig. <xref rid="Fig2" ref-type="fig">2</xref>), even as baseline levels were near normal on average (Table <xref rid="Tab1" ref-type="table">1</xref>).</p><p id="Par11">As compared with placebo, treatment with tirzepatide was associated with a numerical decrease in eGFR at 12 weeks that was not statistically significant (ETD −1.1 ml min<sup>−1</sup> 1.73 m<sup>−2</sup>, 95% CI −2.7 to 0.4; <italic toggle="yes">P</italic> = 0.148), followed by a significant improvement in eGFR at 52 weeks with tirzepatide compared with placebo (ETD 2.9 ml min<sup>−1</sup> 1.73 m<sup>−2</sup>, 95% CI 0.9 to 4.9; <italic toggle="yes">P</italic> = 0.004) (Table <xref rid="Tab3" ref-type="table">3</xref> and Fig. <xref rid="Fig3" ref-type="fig">3a</xref>). The improvement in kidney function was consistently observed in sensitivity analyses using alternative equations to estimate eGFR, but using the creatinine-based formulas, there was a statistically significant decrease in eGFR versus placebo at 12 weeks, which again reversed by 52 weeks, showing an improvement in eGFR with tirzepatide across all estimates (Extended Data Table <xref rid="Tab4" ref-type="table">1</xref>). As compared with placebo, tirzepatide decreased the urine albumin–creatinine ratio (UACR) at 24 weeks (ETD −25%, 95% CI −35.5 to −12.7; <italic toggle="yes">P</italic> &lt; 0.001) and at 52 weeks (ETD −15.1%, 95% CI −28.0 to 0.1; <italic toggle="yes">P</italic> = 0.051) (Table <xref rid="Tab3" ref-type="table">3</xref> and Fig. <xref rid="Fig3" ref-type="fig">3b</xref>).<fig id="Fig3" position="float" orientation="portrait"><label>Fig. 3</label><caption><title>Effects of tirzepatide on kidney function and albuminuria.</title><p><bold>a</bold>, Top: least-squares mean changes from baseline in eGFR plotted as a function of duration of treatment in participants randomized to tirzepatide (red circles) or placebo (black squares). Bottom: the estimated mean treatment difference in the change in eGFR with tirzepatide versus baseline compared with placebo plotted as a function of duration of treatment. <bold>b</bold>, The least-squares mean change in UACR in participants treated with tirzepatide (red) and placebo (black) as a function of duration of treatment. The error bars represent the s.e.m. for all panels; <italic toggle="yes">P</italic> values are two-sided for each time point comparison for <bold>a</bold> and <bold>b</bold> based upon comparing the least-squares means calculated from a mixed-model repeated-measures model incorporating baseline value, sex, history of HF decompensation within 12 months, diabetes status, baseline BMI group (&lt;35, ≥35 kg m<sup>−2</sup>), treatment assignment, time, and treatment × time interaction. No correction was made for multiple hypothesis testing.</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" id="d33e1519" position="float" orientation="portrait" xlink:href="41591_2024_3374_Fig3_HTML.jpg"><?image-name 41591_2024_3374_Fig3_HTML.jpg?><?image-size 62566?><?image-md5 62e124f4656d03e2fe8f981d7a8ffba6?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 879?><?image-original-width 1827?><?image-scaled-height 351?><?image-scaled-width 730?><?image-cloudpmc-urn urn:cdn:blobs/8d06/11835708/62e124f4656d/41591_2024_3374_Fig3_HTML.jpg?><?thumb-name 41591_2024_3374_Fig3_HTML.gif?><?thumb-size 3157?><?thumb-md5 63a04d539cbe3dc3b1805ad692e59ff3?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 80?><?thumb-scaled-width 166?><?thumb-cloudpmc-urn urn:cdn:blobs/8d06/11835708/63a04d539cbe/41591_2024_3374_Fig3_HTML.gif?></graphic></fig></p></sec><sec id="Sec6"><title>Changes in circulatory load, inflammation and end-organ damage</title><p id="Par12">In a linear regression model adjusted for baseline value, treatment allocation and interaction between treatment and covariates, at 52 weeks, the reductions in estimated BV with tirzepatide were correlated with decreases in systolic BP (slope 6.12, 95% CI 3.47 to 8.78; <italic toggle="yes">P</italic> &lt; 0.001) and decreases in albuminuria (slope 46.7, 95% CI 11.48 to 81.87; <italic toggle="yes">P</italic> = 0.009), but there was no correlation with changes in eGFR (Extended Data Table <xref rid="Tab5" ref-type="table">2</xref>). These relationships were not observed in patients randomized to placebo. There was a modest direct correlation between changes in BV and eGFR at 12 weeks (Extended Data Table <xref rid="Tab6" ref-type="table">3</xref>).</p><p id="Par13">There was a direct correlation between changes in systolic BP and changes in eGFR on treatment with tirzepatide at 52 weeks (slope 0.256, 95% CI 0.127 to 0.386; <italic toggle="yes">P</italic> &lt; 0.001) (Extended Data Table <xref rid="Tab5" ref-type="table">2</xref>). The direct relationship between change in eGFR and change in BP was also observed at 12 weeks (Extended Data Table <xref rid="Tab6" ref-type="table">3</xref>). There was no significant relationship between changes in systolic BP and changes in log UACR at 52 weeks on treatment with tirzepatide.</p><p id="Par14">There were no significant correlations between changes in CRP with tirzepatide and changes in systolic BP, eGFR or log UACR (Extended Data Table <xref rid="Tab5" ref-type="table">2</xref>). Changes in systolic BP and BV with tirzepatide were not correlated with changes in troponin T. However, the decrease in CRP with tirzepatide at 52 weeks was correlated with reduction in log troponin T (slope 0.239, 95% CI 0.029 to 0.450; <italic toggle="yes">P</italic> = 0.026).</p></sec><sec id="Sec7"><title>Correlations with clinical outcomes</title><p id="Par15">As previously reported<sup><xref ref-type="bibr" rid="CR16">16</xref></sup>, treatment with tirzepatide improved KCCQ-CSS score at 52 weeks compared with placebo (ETD 6.9 points, 95% CI 3.3 to 10.6; <italic toggle="yes">P</italic> &lt; 0.001), reduced body weight (ETD 11.6%, 95% CI −12.9% to −10.4%; <italic toggle="yes">P</italic> &lt; 0.001) and increased 6MWD (ETD 18.3 m, 95% CI 9.9 to 26.7; <italic toggle="yes">P</italic> &lt; 0.001). In the tirzepatide group, reductions in systolic BP had no significant relationship with clinical outcomes, but decreases in estimated BV were correlated with improvements in KCCQ-CSS (slope −6.287, 95% CI −8.091 to −4.482; <italic toggle="yes">P</italic> &lt; 0.001) and increases in 6MWD (slope −1.175, 95% CI −1.810 to −0.539; <italic toggle="yes">P</italic> &lt; 0.001) (Extended Data Table <xref rid="Tab7" ref-type="table">4</xref>). Decreases in CRP with tirzepatide were associated with improvement in 6MWD (slope −0.002, 95% CI −0.004 to 0.000; <italic toggle="yes">P</italic> = 0.016), but not changes in KCCQ-CSS.</p></sec></sec><sec id="Sec8" sec-type="discussion"><title>Discussion</title><p id="Par16">In this mechanistic analysis of the SUMMIT trial, we found that, compared with placebo, treatment with the long-acting glucose-dependent insulinotropic polypeptide receptor and glucagon-like peptide-1 receptor agonist tirzepatide reduced BP and estimates of circulatory volume expansion in patients with obesity-related HFpEF. These effects were observed early and were sustained with longer duration of treatment. Tirzepatide reduced systemic inflammation, but this effect was observed later than the hemodynamic effects. Tirzepatide resulted in an early trend to reduction in eGFR at 12 weeks, but this was followed by an improvement in eGFR compared with placebo with longer duration treatment, and reduction in microalbuminuria. Tirzepatide reduced myocardial injury compared with placebo, reflected by a significant decrease in troponin T, along with a reduction in NT-proBNP. Reductions in estimated BV with tirzepatide were correlated with decreases in systolic BP, reduction in UACR and improvements in both KCCQ-CSS score and 6MWD, suggesting that mitigation of circulatory volume expansion (or factors responsible for volume expansion) may play a central role in mediating the benefits of tirzepatide. Conversely, decreases in systemic inflammation with tirzepatide were correlated with reductions in cardiac injury with tirzepatide, along with a modest correlation with improvements in 6MWD. These findings provide new insights into the mechanisms by which tirzepatide leads to clinical improvement in HFpEF.</p><p id="Par17">Obesity-related HFpEF is the most common phenotype of this disorder<sup><xref ref-type="bibr" rid="CR3">3</xref>,<xref ref-type="bibr" rid="CR9">9</xref></sup>, and its emergence is causally related to the growing burden of cardiovascular–kidney–metabolic disorders observed worldwide<sup><xref ref-type="bibr" rid="CR4">4</xref></sup>. As compared with nonobese HFpEF, patients with obesity-related HFpEF display distinct pathophysiologic features, including greater volume expansion<sup><xref ref-type="bibr" rid="CR5">5</xref>,<xref ref-type="bibr" rid="CR17">17</xref></sup>, more severe inflammation<sup><xref ref-type="bibr" rid="CR6">6</xref>,<xref ref-type="bibr" rid="CR7">7</xref></sup>, increases in visceral and paracardiac adipose tissue<sup><xref ref-type="bibr" rid="CR5">5</xref>,<xref ref-type="bibr" rid="CR15">15</xref>,<xref ref-type="bibr" rid="CR18">18</xref>,<xref ref-type="bibr" rid="CR19">19</xref></sup> and more severe myocardial injury<sup><xref ref-type="bibr" rid="CR15">15</xref></sup>. Indeed, volume expansion, CKD and greater burden of hypertension best distinguish individuals from obesity-related HFpEF from age, sex and BMI-matched patients with obesity but no HF<sup><xref ref-type="bibr" rid="CR9">9</xref></sup>. Collectively, these observations suggest that novel treatments that reduce circulatory volume–pressure overload (or its determinants), improve kidney function, reduce inflammation and mitigate cardiac injury may improve clinical status in people with obesity-related HFpEF.</p><p id="Par18">In the SUMMIT trial, tirzepatide reduced the combined risk of cardiovascular death or worsening HF, and improved health status and exercise tolerance in patients with obesity-related HFpEF<sup><xref ref-type="bibr" rid="CR16">16</xref></sup>. These results are consistent with findings observed in the STEP-HFpEF program, where the glucagon-like peptide receptor-1 agonist semaglutide was also shown to improve health status and exercise capacity<sup><xref ref-type="bibr" rid="CR20">20</xref>,<xref ref-type="bibr" rid="CR21">21</xref></sup>. The magnitude of improvements in health status and exercise tolerance with semaglutide were correlated with the degree of body weight reduction<sup><xref ref-type="bibr" rid="CR22">22</xref></sup>, but the mechanisms underlying clinical improvement with incretins such as tirzepatide and semaglutide in patients with obesity-related HFpEF have remained unclear.</p><p id="Par19">Here, we show that tirzepatide reduced circulatory volume expansion using estimates of BV and PV, an effect that was evident after just 12 weeks of treatment and that further increased at 24 and 52 weeks. It is noteworthy that adipocytes release factors that promote sodium retention and volume expansion, including leptin and aldosterone, and the reduction in adipocyte mass with tirzepatide may reduce these influences<sup><xref ref-type="bibr" rid="CR23">23</xref></sup>. Volume expansion in obesity-related HFpEF exacerbates elevation in cardiac filling pressures that develop due to impairments in left ventricular distensibility<sup><xref ref-type="bibr" rid="CR3">3</xref></sup>, and thus, reducing circulating volume may decrease cardiac filling pressures. This finding could partly explain the direct correlation observed between reductions in BV and improvements in KCCQ-CSS score and exercise capacity.</p><p id="Par20">Tirzepatide also decreased systolic BP, an effect that was evident after just 4 weeks, and was also associated with reductions in estimated BV and PV. Effects on diastolic BP were not apparent, and thus, there was a significant reduction in pulse pressure. Pulse pressure is inversely correlated with arterial compliance, which is frequently impaired in patients with HFpEF, where increases in aortic stiffness contribute to elevation in cardiac filling pressures, especially during exercise<sup><xref ref-type="bibr" rid="CR24">24</xref></sup>. Treatment with the sodium–glucose cotransporter 2 inhibitor dapagliflozin was recently shown to reduce aortic stiffness, systolic BP and pulse pressure during exercise after just 24 weeks, and these changes were correlated with reductions in left ventricular filling pressures<sup><xref ref-type="bibr" rid="CR25">25</xref></sup>. The magnitude of improvement in arterial compliance with dapagliflozin was correlated with the magnitude of weight loss. Further study using more direct measures is indicated to determine whether tirzepatide also improves arterial compliance, which would be consistent with the effects on systolic and pulse pressure observed here.</p><p id="Par21">Obesity can contribute to CKD through multiple mechanisms including volume expansion (leading to glomerular hyperfiltration) and the effect of adipocytokines (leptin and aldosterone) to cause renal injury and fibrosis<sup><xref ref-type="bibr" rid="CR23">23</xref>,<xref ref-type="bibr" rid="CR26">26</xref></sup>. Leptin is an important determinant of the decline in eGFR in the general population, and mineralocorticoid receptor antagonists ameliorate the progression of CKD<sup><xref ref-type="bibr" rid="CR23">23</xref>,<xref ref-type="bibr" rid="CR27">27</xref></sup>. In the SUMMIT trial, decreases in estimated BV at 52 weeks (potentially related to the suppression of adipocytokines) were associated with reduction in albuminuria, but we observed no relationship with the improvements in eGFR. Tirzepatide tended to worsen eGFR estimated using cystatin C compared with placebo at 12 weeks, but this was reversed by 52 weeks, an effect that was consistently observed across all formulas used to determine eGFR. This pattern of an early worsening of eGFR followed by favorable improvements with longer-term follow-up was also observed in the tirzepatide versus insulin glargine in type 2 diabetes and increased cardiovascular risk (SURPASS-4) trial with tirzepatide<sup><xref ref-type="bibr" rid="CR28">28</xref></sup> and the Evaluate Renal Function with Semaglutide Once Weekly (FLOW) trial with semaglutide<sup><xref ref-type="bibr" rid="CR29">29</xref></sup>, as well as other renoprotective drugs such as sodium–glucose cotransporter 2 inhibitors<sup><xref ref-type="bibr" rid="CR30">30</xref></sup>. The present study suggests that the bimodal relationship may be explained by a relatively early-onset reduction in systolic BP and estimated BV, resulting in short-term decline in eGFR at 12 weeks. This is then superseded by a favorable effect on eGFR and UACR, potentially mediated by long-term decrease in fat mass and the suppression of adipocytokines.</p><p id="Par22">Improvements in kidney function with incretins have been postulated to be related to a decrease in systemic inflammation, but we observed no correlation between changes in CRP and changes in eGFR. Systemic hypertension has been linked to the development of obesity-related CKD<sup><xref ref-type="bibr" rid="CR26">26</xref></sup>, but we observed a direct relationship between decreases in systolic BP and decreases in eGFR at multiple time points. This may reflect the impact of reductions in renal perfusion pressure that have been associated with reduction in eGFR in both acute and chronic HF<sup><xref ref-type="bibr" rid="CR30">30</xref>,<xref ref-type="bibr" rid="CR31">31</xref></sup>. Tirzepatide reduced albuminuria compared with placebo, with a significant effect at 24 weeks, preceding the improvement in eGFR, which is also consistent with a decrease in glomerular hypertension as a key mechanism.</p><p id="Par23">Tirzepatide reduced cardiac injury, reflected by decreases in troponin T, and reduced wall stress, reflected by decreases in NT-proBNP. The latter is notable because weight loss in the absence of HF leads to increases in NT-proBNP<sup><xref ref-type="bibr" rid="CR32">32</xref>,<xref ref-type="bibr" rid="CR33">33</xref></sup>. We did not require elevated NT-proBNP as an eligibility criterion, and thus, NT-proBNP levels in SUMMIT were only slightly elevated on average (median 175 ng l<sup>−1</sup>), and accordingly, there was little margin for further reduction. Circulating troponin levels are commonly elevated in HFpEF, where they are associated with greater risk for HF hospitalization or death<sup><xref ref-type="bibr" rid="CR14">14</xref></sup>. The low-grade myocardial injury in HFpEF as observed at baseline in SUMMIT is believed to be related to cardiomyocyte loss due to repetitive elevations in cardiac filling pressures during stress, along with adverse loading conditions caused by ventricular–vascular stiffening<sup><xref ref-type="bibr" rid="CR13">13</xref>,<xref ref-type="bibr" rid="CR34">34</xref></sup>. Patients with HFpEF and elevated troponin have more severe elevation in filling pressures, reduced myocardial stress reserve and poorer exercise capacity compared with those without injury<sup><xref ref-type="bibr" rid="CR13">13</xref></sup>, and individuals with the obesity phenotype have higher troponin levels than those without obesity<sup><xref ref-type="bibr" rid="CR15">15</xref></sup>. We observed a modest but significant correlation between decreases in CRP and reductions in troponin with tirzepatide, suggesting that anti-inflammatory effects may contribute to cardiac benefits. It is noteworthy that the temporal sequence of anti-inflammatory effects and the changes in troponin were similar, and these were delayed compared with effects on circulatory volume and pressure, further supporting a distinct mechanism. The favorable effects of tirzepatide on myocardial injury may contribute to reduced risk for worsening HF seen in the SUMMIT trial<sup><xref ref-type="bibr" rid="CR16">16</xref></sup>. Reduction in CRP with tirzepatide was also associated with greater improvement in 6MWD. This may relate in part to myocardial benefits, as noted above, or potentially improvements in skeletal muscle function and peripheral oxygen uptake, which are more dramatically impaired in patients with HFpEF and more severe inflammation<sup><xref ref-type="bibr" rid="CR35">35</xref></sup>.</p><p id="Par24">The major limitation of this analysis centers on the fact that we estimated PV using a weight-based formula (the Kaplan–Hakim equation)<sup><xref ref-type="bibr" rid="CR36">36</xref></sup>, and according to this formula, the weight loss produced by tirzepatide would be mathematically expected to reduce PV. However, such an effect is physiologically inescapable, since PV/BV is inherently linked to body weight<sup><xref ref-type="bibr" rid="CR37">37</xref></sup>, and thus, PV/BV necessarily declines as weight is lost. The mechanism that mediates this effect is probably due to a decrease in fat mass to reduce the secretion of adipocytokines that have antinatriuretic effects. However, in the case of tirzepatide, it is noteworthy that glucagon-like peptide-1 receptor agonism produces a direct effect itself to promote urinary sodium excretion, independent of changes in adipose tissue volume<sup><xref ref-type="bibr" rid="CR38">38</xref>,<xref ref-type="bibr" rid="CR39">39</xref></sup>. We understand that weight-independent formulas to estimate changes in PV have been proposed<sup><xref ref-type="bibr" rid="CR40">40</xref></sup>, but these are relevant only for short-term interventions and are not applicable when there are meaningful changes in weight over months. Nevertheless, it is possible that we may have overestimated the magnitude of BV and PV reduction with tirzepatide in our analysis, as the relationship between BV and body weight may change as people lose weight. An alternative and more quantitative approach would be to directly measure PV/BV using the indicator-dilution method, but that would not be practical in a large-scale, international, multicenter randomized trial, leaving us no viable alternatives to explore this potential mechanism. All outcomes and analyses were prespecified, with the exception of the estimated BV and PV, as well as the regression analyses used to explore potential mechanisms, so these data should be treated as hypothesis-generating. Patients with active chronic noninflammatory myopathy and myositis may have mild elevation in troponin T independent of myocardial injury<sup><xref ref-type="bibr" rid="CR41">41</xref></sup>. However, patients with significant musculoskeletal disease were excluded from SUMMIT by protocol. Reductions in body weight with tirzepatide would be expected to reduce skeletal muscle to some extent, which could influence creatinine dependent of changes in kidney function, and for this reason, we calculated eGFR using cystatin C in place of creatinine. Importantly, the findings showing kidney benefits were consistently observed across all formulas used to calculate eGFR. The duration of follow-up assessments for most measures was 52 weeks, reducing our ability to reach conclusions about longer-term effects.</p><p id="Par25">In this mechanistic analysis from the SUMMIT trial, we show that tirzepatide reduced circulatory volume–pressure overload and systemic inflammation in patients with obesity-related HFpEF, while mitigating cardiovascular–kidney end-organ injury and loss of function. These data provide new insights into the mechanisms of benefit from tirzepatide in patients with obesity-related HFpEF.</p></sec><sec id="Sec9"><title>Methods</title><p id="Par26">The SUMMIT primary results, trial protocol and statistical analysis plan have been published, and the protocol and statistical analysis plan are included in <xref rid="MOESM1" ref-type="media">Supplementary Information</xref><sup><xref ref-type="bibr" rid="CR16">16</xref></sup>. The ethics committee at each investigative site approved the trial, and all patients provided written informed consent. The registration identifier on clinicaltrials.gov is <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="uri" xlink:href="https://clinicaltrials.gov/ct2/show/NCT04847557">NCT04847557</ext-link>. The sponsor was Eli Lilly and Company. In collaboration with the sponsor, the steering committee developed and amended the protocol, oversaw the recruitment of patients and the quality of follow-up, and supervised the analysis of data; the academic members provided an independent interpretation of the results.</p><sec id="Sec10"><title>Study patients</title><p id="Par27">Participants with HFpEF aged ≥40 years with chronic class II–IV HF, left ventricular ejection fraction ≥50% and a BMI ≥30 kg m<sup>−2</sup> were enrolled. Patients were required to have exercise limitation and high symptom severity due to HFpEF reflected by a 6MWD of 100–425 m and a KCCQ-CSS ≤80 at baseline, along with objective evidence of HF, as demonstrated by at least one of the following: (1) elevated NT-proBNP (≥200 pg ml<sup>−1</sup> in sinus rhythm or ≥600 pg ml<sup>−1</sup> in atrial fibrillation); (2) structural heart disease, defined by left atrial enlargement by two-dimensional echocardiography; or (3) elevated filling pressures at rest or with exercise (by invasive hemodynamic measurement or echocardiography). To enrich for greater risk of HF events, participants were also required to have either (1) HF decompensation in the preceding 12 months or (2) eGFR &lt;70 ml min<sup>−1</sup> 1.73 m<sup>−2</sup>. Full inclusion and exclusion criteria are summarized in Supplementary Appendix <xref rid="MOESM1" ref-type="media">1</xref>.</p></sec><sec id="Sec11"><title>Study procedures</title><p id="Par28">Following screening, eligible patients were randomized double blind (1:1) to receive placebo or tirzepatide 2.5 mg per week subcutaneously, in addition to usual therapy. Randomization was stratified by (1) HF decompensation within 12 months; (2) type 2 diabetes; (3) BMI ≥35 kg m<sup>−</sup><sup>2</sup> or &lt;35 kg m<sup>−2</sup>. The dose of the double-blind study medication was increased by 2.5 mg every 4 weeks as tolerated until a dose of 15.0 mg per week of tirzepatide or matching placebo could be achieved after 20 weeks, which was maintained until the end of the trial. Double-blind treatment was to be continued until the last randomized patient was followed for 52 weeks.</p><p id="Par29">The outcomes for this secondary mechanistic analysis from SUMMIT were identified on the basis of pathophysiologic understanding of obesity-related HFpEF as variables that we hypothesized would change with tirzepatide treatment, including measures of BP, estimated BV and PV, kidney function, albuminuria, cardiac injury, inflammation and cardiac distention (reflected by NT-proBNP). These variables were obtained on the basis of either physical examination (for BP) or laboratory tests (from blood and urine samples). All of the outcomes assessed were prespecified as exploratory outcomes, with the exception of estimated BV and PV, which were post hoc and not prespecified.</p><p id="Par30">Patients were evaluated in a clinical setting at prespecified intervals to assess body weight, BP, New York Heart Association (NYHA) class, worsening HF events, KCCQ-CSS, 6MWD and biomarkers of end-organ function or injury. Cystatin C was determined using a turbidimetric assay (Roche Cobas Chemistry Analyzer). Because weight loss with tirzepatide is expected to reduce both fat and skeletal muscle mass, creatinine could be less accurate as a measure of kidney function. Therefore, for the primary analysis, eGFR was calculated from cystatin C level alone, using the 2012 chronic kidney disease-epidemiology (CKD-EPI) cystatin C formula, at baseline and 12, 24 and 52 weeks<sup><xref ref-type="bibr" rid="CR42">42</xref></sup>. Sensitivity analyses were also performed using eGFR calculated determined using the 2021 creatinine-based CKD-EPI formula<sup><xref ref-type="bibr" rid="CR43">43</xref></sup>, and separately using the combined creatinine-cystatin C CKD-EPI formula (Supplementary Appendix <xref rid="MOESM1" ref-type="media">2</xref>)<sup><xref ref-type="bibr" rid="CR19">19</xref></sup>. Urine albumin was measured using a turbidimetric assay and urine creatinine by colorimetric assay (both Roche Cobas Chemistry Analyzer), and UACR was calculated at baseline, 24 weeks and 52 weeks. Systemic inflammation was assessed by high-sensitivity CRP, measured by turbidimetric assay (Roche Cobas Chemistry Analyzer) at baseline and 12, 24 and 52 weeks. Myocardial injury was assessed by high-sensitivity troponin T, measured by chemiluminescent immunoassay (Roche Cobas Elecsys) at baseline, 12 weeks, 24 weeks and 52 weeks. Hematocrit was measured at baseline, 24 weeks and 52 weeks. Estimated PV was calculated from these variables as (1 − hematocrit) × (<italic toggle="yes">a</italic> + (<italic toggle="yes">b</italic> × weight in kg)), where <italic toggle="yes">a</italic> = 1,530 for men and 864 for women and <italic toggle="yes">b</italic> = 41 for men and 47.9 for women<sup><xref ref-type="bibr" rid="CR5">5</xref></sup>. Estimated total BV was then determined by PV/(1 − hematocrit).</p></sec><sec id="Sec12"><title>Statistical methods</title><p id="Par31">Data are reported as mean (standard deviation, s.d.), median (interquartile range, IQR) or number (%) unless otherwise specified. All analyses presented were prespecified, with the exception of estimated BV and PV, and the results of linear regression analyses exploring correlations between changes in different variables, which are exploratory and post hoc. Analyses were guided by the treatment policy estimand that represents the efficacy irrespective of adherence to study intervention. A mixed-effects model repeated-measures analysis was used to analyze measurements taken at multiple scheduled visits. The mixed-effects model repeated-measures model included treatment, time, treatment-by-time interaction, stratification factors (HF decompensation within 12 months of screening (yes/no), diagnosed type 2 diabetes (yes/no) and baseline BMI (&lt;35, ≥35 kg m<sup>−2</sup>) as fixed effects, and baseline value as a covariate. Restricted maximum likelihood was used to obtain model parameter estimates, and the Kenward–Roger option was used to estimate the denominator degrees of freedom. An unstructured covariance structure was used to model the within-patient errors.</p><p id="Par32">A linear regression was used to analyze potential relationships between continuous dependent and independent variables, and included baseline value, treatment, specified covariate and treatment-by-covariate interaction. Given that the focus was on mechanistic understanding rather than clinical indications, adjustment for multiple hypothesis testing was not performed. Logistic regression was used to analyze the potential relationship of independent variables with a binary dependent variable, and included baseline value, treatment and stratification factors (HF decompensation within 12 months of screening (yes/no), diagnosed type 2 diabetes (yes/no) and baseline BMI (&lt;35, ≥35 kg m<sup>−2</sup>) as covariates.</p></sec><sec id="Sec13"><title>Reporting summary</title><p id="Par33">Further information on research design is available in the <xref rid="MOESM2" ref-type="media">Nature Portfolio Reporting Summary</xref> linked to this article.</p></sec></sec><sec id="Sec14" sec-type="materials|methods"><title>Online content</title><p id="Par34">Any methods, additional references, Nature Portfolio reporting summaries, source data, extended data, supplementary information, acknowledgements, peer review information; details of author contributions and competing interests; and statements of data and code availability are available at 10.1038/s41591-024-03374-z.</p></sec><sec id="Sec16" sec-type="supplementary-material"><title>Supplementary information</title><p>
<supplementary-material content-type="local-data" id="MOESM1" position="float" orientation="portrait"><media xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="41591_2024_3374_MOESM1_ESM.pdf" position="float" orientation="portrait"><?suppdata-name 41591_2024_3374_MOESM1_ESM.pdf?><?suppdata-size 15482428?><?suppdata-md5 92428075f2749fb0843b841d5661e1aa?><?suppdata-image-server-status NEVER_LOAD?><?suppdata-mime-type application?><?suppdata-mime-sub-type pdf?><?suppdata-cloudpmc-urn urn:app:8d06/11835708/92428075f274/41591_2024_3374_MOESM1_ESM.pdf?><label>Supplementary Information</label><caption><p>Supplementary Appendices 1 and 2, trial protocol and statistical analysis plan.</p></caption></media></supplementary-material>
<supplementary-material content-type="local-data" id="MOESM2" position="float" orientation="portrait"><media xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="41591_2024_3374_MOESM2_ESM.pdf" position="float" orientation="portrait"><?suppdata-name 41591_2024_3374_MOESM2_ESM.pdf?><?suppdata-size 1940068?><?suppdata-md5 a5de7d0772fb77033b8c63489ea6f32b?><?suppdata-image-server-status NEVER_LOAD?><?suppdata-mime-type application?><?suppdata-mime-sub-type pdf?><?suppdata-cloudpmc-urn urn:app:8d06/11835708/a5de7d0772fb/41591_2024_3374_MOESM2_ESM.pdf?><caption><p>Reporting Summary</p></caption></media></supplementary-material>
</p></sec></body><back><app-group><app id="App1"><sec id="Sec15"><title>Extended data</title><p id="Par39">
<table-wrap id="Tab4" position="float" orientation="portrait"><label>Extended Data Table 1</label><caption><p>Effects of Tirzepatide on eGFR calculated using alternative formulas</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" position="anchor" id="d33e1949" orientation="portrait" xlink:href="41591_2024_3374_Tab1_ESM.jpg"><?image-name 41591_2024_3374_Tab1_ESM.jpg?><?image-size 177812?><?image-md5 1ffe4d896293a519fc85faccf3101458?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 1294?><?image-original-width 2163?><?image-scaled-height 431?><?image-scaled-width 721?><?image-cloudpmc-urn urn:cdn:blobs/8d06/11835708/1ffe4d896293/41591_2024_3374_Tab1_ESM.jpg?><?thumb-name 41591_2024_3374_Tab1_ESM.gif?><?thumb-size 5591?><?thumb-md5 15cfd1f8ba6dd8e8fa030e8eb2ad36a3?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 80?><?thumb-scaled-width 133?><?thumb-cloudpmc-urn urn:cdn:blobs/8d06/11835708/15cfd1f8ba6d/41591_2024_3374_Tab1_ESM.gif?></graphic></table-wrap>
</p><p id="Par40">
<table-wrap id="Tab5" position="float" orientation="portrait"><label>Extended Data Table 2</label><caption><p>Linear Regression Models Exploring Relationships between Outcome Changes at 52 Weeks</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" position="anchor" id="d33e1962" orientation="portrait" xlink:href="41591_2024_3374_Tab2_ESM.jpg"><?image-name 41591_2024_3374_Tab2_ESM.jpg?><?image-size 192271?><?image-md5 e6ce2ff3b32eaef2c952d9acb166dc3d?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 1547?><?image-original-width 2166?><?image-scaled-height 516?><?image-scaled-width 722?><?image-cloudpmc-urn urn:cdn:blobs/8d06/11835708/e6ce2ff3b32e/41591_2024_3374_Tab2_ESM.jpg?><?thumb-name 41591_2024_3374_Tab2_ESM.gif?><?thumb-size 4098?><?thumb-md5 5dad8bcc9e6b4ad96f1d4efb283ca8e5?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 80?><?thumb-scaled-width 112?><?thumb-cloudpmc-urn urn:cdn:blobs/8d06/11835708/5dad8bcc9e6b/41591_2024_3374_Tab2_ESM.gif?></graphic></table-wrap>
</p><p id="Par41">
<table-wrap id="Tab6" position="float" orientation="portrait"><label>Extended Data Table 3</label><caption><p>Linear Regression Models Exploring Relationships between Changes in eGFR and Circulatory Volume-Pressure at 12 Weeks</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" position="anchor" id="d33e1975" orientation="portrait" xlink:href="41591_2024_3374_Tab3_ESM.jpg"><?image-name 41591_2024_3374_Tab3_ESM.jpg?><?image-size 205867?><?image-md5 fd860044e0d060ec782c5654f6b03c2d?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 1381?><?image-original-width 2162?><?image-scaled-height 460?><?image-scaled-width 720?><?image-cloudpmc-urn urn:cdn:blobs/8d06/11835708/fd860044e0d0/41591_2024_3374_Tab3_ESM.jpg?><?thumb-name 41591_2024_3374_Tab3_ESM.gif?><?thumb-size 5336?><?thumb-md5 cabbedb50d6e01353344b0d324edea0c?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 80?><?thumb-scaled-width 125?><?thumb-cloudpmc-urn urn:cdn:blobs/8d06/11835708/cabbedb50d6e/41591_2024_3374_Tab3_ESM.gif?></graphic></table-wrap>
</p><p id="Par42">
<table-wrap id="Tab7" position="float" orientation="portrait"><label>Extended Data Table 4</label><caption><p>Linear Regression Models Exploring Relationships between Outcome Changes and Clinical Endpoints</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" position="anchor" id="d33e1988" orientation="portrait" xlink:href="41591_2024_3374_Tab4_ESM.jpg"><?image-name 41591_2024_3374_Tab4_ESM.jpg?><?image-size 181159?><?image-md5 2bfaf40439fffa96ead8d056ecee8dca?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 1230?><?image-original-width 2167?><?image-scaled-height 410?><?image-scaled-width 722?><?image-cloudpmc-urn urn:cdn:blobs/8d06/11835708/2bfaf40439ff/41591_2024_3374_Tab4_ESM.jpg?><?thumb-name 41591_2024_3374_Tab4_ESM.gif?><?thumb-size 5612?><?thumb-md5 5fd6c9aeb059515babcc499042f19a32?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 79?><?thumb-scaled-width 140?><?thumb-cloudpmc-urn urn:cdn:blobs/8d06/11835708/5fd6c9aeb059/41591_2024_3374_Tab4_ESM.gif?></graphic></table-wrap>
</p></sec></app></app-group><fn-group><fn><p><bold>Publisher’s note</bold> Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.</p></fn></fn-group><sec><sec id="FPar1"><title>Extended data</title><p id="Par35">is available for this paper at 10.1038/s41591-024-03374-z.</p></sec><sec id="FPar2" sec-type="supplementary-material"><title>Supplementary information</title><p id="Par36">The online version contains supplementary material available at 10.1038/s41591-024-03374-z.</p></sec></sec><ack><title>Acknowledgements</title><p>The SUMMIT trial was funded by Eli Lilly and Company. B.A.B. is also supported by R01 HL128526, R01 HL162828 and U01 HL160226 from the NHLBI and W81XWH2210245 from the US Department of Defense.</p></ack><notes notes-type="author-contribution"><title>Author contributions</title><p>The academic members of the Steering Committee (B.A.B., M.R.Z., C.M.K. and M.P.) along the sponsor, Eli Lilly, conceived and designed the study. Y.O. and N.U. were responsible for the statistical analyses and had full access to the data. B.A.B. wrote the first draft. All authors participated in the interpretation of the data and critical review of the paper, vouched for data accuracy and adherence to the protocol and had responsibility for the decision to submit for publication.</p></notes><notes notes-type="peer-review"><title>Peer review</title><sec id="FPar3"><title>Peer review information</title><p id="Par37"><italic toggle="yes">Nature Medicine</italic> thanks the anonymous reviewers for their contribution to the peer review of this work. Primary Handling Editor: Michael Basson, in collaboration with the <italic toggle="yes">Nature Medicine</italic> team.</p></sec></notes><notes notes-type="data-availability"><title>Data availability</title><p>Eli Lilly and Company provides access to all individual participant data collected during the trial, after anonymization, except for pharmacokinetic or genetic data. Data are available to request 6 months after the indication studied has been approved in the United States and European Union and after primary publication acceptance, whichever is later. No expiration date of data requests is currently set once data have been made available. Access is provided after a proposal has been approved by an independent review committee identified for this purpose and after receipt of a signed data-sharing agreement. Data and documents, including the study protocol, statistical analysis plan, clinical study report and blank or annotated case report forms, will be provided in a secure data-sharing environment. The estimated time delay for a researcher requesting access to data to receive a reply from Lilly would be 3–6 months. For details on submitting a request, see the instructions provided at <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="uri" xlink:href="http://www.vivli.org">www.vivli.org</ext-link>.</p></notes><notes id="FPar4" notes-type="COI-statement"><title>Competing interests</title><p id="Par38">B.A.B. receives research support from the National Institutes of Health (NIH) and the US Department of Defense, as well as research grant funding from AstraZeneca, Axon, Corvia, Novo Nordisk and Tenax Therapeutics. B.A.B. has served as a consultant for Actelion, Amgen, Aria, Axon Therapies, BD, Boehringer Ingelheim, Cytokinetics, Edwards Lifesciences, Lilly, Imbria, Janssen, Merck, Novo Nordisk, NGM, NXT and VADovations and is named inventor (US patent no. 10,307,179) for the tools and approach for a minimally invasive pericardial modification procedure to treat HF. M.R.Z. receives research support from the Department of Veterans Affairs and serves as a consultant for Abbott, Adona Medical, Aria CV, Avery Therapeutics, Inc., Boehringer Ingelheim, Boston Scientific, Cardiovascular Research Foundation (CRF) Clinical Trials Center, CVRx, DIASTOL Therapeutics, LLC, EBR, Edwards, Lilly, GenKardia, Innoventric, Kestra Medical, Medtronic, Merck, Morphic Therapeutics, Novartis, Pulnovo, Salubris Biotherapeutics, Sonata, sRNAlytics Inc., V-WAVE and Vectorious. C.M.K. has served as a consultant for Eli Lilly. S.J.B. has served as consultant for Altimmune, Amgen, Beren Therapeutics, Boehringer Ingelheim, Lilly, Esperion, Ionis Pharmaceuticals, Madrigal Pharmaceuticals, Merck, Novartis and Regeneron. S.E.L. reported being on the patient selection committee for Corvia and Axon and being a consultant for Novo Nordisk and Lilly. K.H., M.M., Y.O. and N.U. are employed by Eli Lilly and Company. M.P. has served as a consultant for 89bio, AbbVie, Actavis, Altimmune, Alnylam, Amarin, Amgen, Ardelyx, ARMGO, AstraZeneca, Attralus, Biopeutics, Boehringer Ingelheim, Caladrius, Casana, CSL Behring, Cytokinetics, Lilly, Imara, Medtronic, Moderna, Novartis, Pharmacocosmos, Reata, Regeneron, Roche and Salamandra.</p></notes><ref-list id="Bib1"><title>References</title><ref id="CR1"><label>1.</label><citation-alternatives><element-citation id="ec-CR1" publication-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Redfield</surname><given-names>MM</given-names></name><name name-style="western"><surname>Borlaug</surname><given-names>BA</given-names></name></person-group><article-title>Heart failure with preserved ejection fraction: a review</article-title><source>JAMA</source><year>2023</year><volume>329</volume><fpage>827</fpage><lpage>838</lpage><pub-id pub-id-type="pmid">36917048</pub-id><pub-id pub-id-type="doi" assigning-authority="pmc">10.1001/jama.2023.2020</pub-id></element-citation><mixed-citation id="mc-CR1" publication-type="journal">Redfield, M. 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