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Plasma biomarkers were screened using a multivariable-adjusted Cox proportional hazards model. Kaplan\u2013Meier survival analysis and area under the receiver operating characteristic (ROC) curve assessments were conducted to evaluate predictive performance.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Over a follow-up of 14.2 years, 222 cases (21.1%) of HF were documented in the discovery cohort, while 117 cases (38.4%) occurred over 13.8 years in the replication cohort. Out of 2923 proteins measured, only pro-adrenomedullin (pro-ADM) consistently showed a significant association with incident HF in both cohorts. In the discovery cohort, each unit increase in pro-ADM was linked to an increased risk of HF (HR = 2.78, 95% CI 1.64\u20134.71, P &amp;lt; 0.001, FDR = 0.026), which was confirmed in the replication cohort (HR = 3.95, 95% CI 1.97\u20137.94, P &amp;lt; 0.001, FDR = 0.012). Kaplan\u2013Meier analysis demonstrated that patients with higher pro-ADM levels had significantly shorter time to HF onset, with median times ranging from 2306 to 3183 days across quartiles (P &amp;lt; 0.001). The cumulative incidence of HF ranged from 15.3% to 42.7% across quartiles of pro-ADM (log-rank P &amp;lt; 0.001). Adding pro-ADM to a model with traditional risk factors, including NT-proBNP, significantly improved predictive accuracy for 3-year (AUC = 0.783; integrated discrimination improvement [IDI] = 0.010 and net reclassification index [NRI] = 0.206, both P = 0.002) and 5-year (AUC = 0.749, IDI = 0.013, NRI = 0.179, P = 0.001) risk of HF. In sensitivity analyses, the association between pro-ADM and incident HF remained consistent after excluding participants with self-reported AF and AFL, with each unit increase in pro-ADM being associated with an increased risk of HF (HR = 1.77, 95% CI 1.02\u20133.04, P = 0.041) and across subgroups of paroxysmal AF (HR = 2.80, 95% CI 1.11\u20137.07, P = 0.029) and persistent AF (HR = 4.36, 95% CI 1.41\u201313.43, P = 0.010).<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>Pro-ADM is identified as an independent biomarker for predicting incident HF in AF and AFL patients. Its inclusion in risk prediction models enhances the ability to stratify HF risk beyond traditional biomarkers, demonstrating its potential utility in clinical practice.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1002\/ehf2.15196","type":"journal-article","created":{"date-parts":[[2025,1,13]],"date-time":"2025-01-13T03:40:10Z","timestamp":1736739610000},"page":"1893-1904","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Pro-Adrenomedullin as an Independent Predictive Biomarker for Heart Failure in Atrial Fibrillation and Flutter"],"prefix":"10.1093","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5097-0705","authenticated-orcid":false,"given":"Gaifeng","family":"Hu","sequence":"first","affiliation":[{"name":"Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, National Clinical Research Center for Cardiovascular Diseases , Beijing 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