Systematic ReviewPublished 8 October 2026Intravenous iron supplementation in heart failure and iron deficiency: an umbrella review of systematic reviews and meta-analysesQiang Li · Yabin ZhouFrontiers in Cardiovascular Medicinedoi 10.3389/fcvm.2026.1902879