Ferritin and transferrin predict common carotid intima-media thickness in females: a machine-learning informed individual participant data meta-analysis.

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Title: Ferritin and transferrin predict common carotid intima-media thickness in females: a machine-learning informed individual participant data meta-analysis.
Authors: Ruban Agarvas A; Spinal Cord Injury Center, Heidelberg University Hospital, Heidelberg University, Heidelberg, Germany.; Center For Translational Biomedical Iron Research, Department of Pediatric Hematology, Oncology Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany.; Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany., Sparla R; Center For Translational Biomedical Iron Research, Department of Pediatric Hematology, Oncology Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany., Atkins JL; Department of Clinical & Biomedical Sciences, Faculty of Health & Life Sciences, University of Exeter, Exeter, UK., Altamura C; Unit of Headache and Neurosonology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Rome, Italy., Anderson T; Department of Cardiac Sciences and Libin Cardiovascular Institute of Alberta (TJA), Cumming School of Medicine, University of Calgary, Calgary, AB, Canada., Asicioglu E; Pendik Training and Research Hospital, Marmara University, Istanbul, Turkey., Bassols J; Institut d'Investigació Biomèdica de Girona (IdIBGi), Girona, Spain., López-Bermejo A; Hospital Trueta & Department of Medical Sciences, School of Medicine, Institut d'Investigació Biomèdica de Girona (IdIBGi), Universitat de Girona, Girona, Spain., Dvořáková HM; Department of Neonatology, University Hospital Prague-Motol, Prague, Czech Republic., Fernández-Real JM; Institut d'Investigació Biomèdica de Girona (IdIBGi), Girona, Spain.; Hospital Trueta & Department of Medical Sciences, School of Medicine, Institut d'Investigació Biomèdica de Girona (IdIBGi), Universitat de Girona, Girona, Spain.; CIBERobn Fisiopatologia de la Obesidad y Nutrición, Madrid, Spain., Hochmayr C; Department of Pediatrics II (Neonatology), Medical University of Innsbruck, Innsbruck, Austria., Knoflach M; Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria.; VASCage, Centre on Clincial Stroke Research, Innsbruck, Austria., Milicevic JK; Department of Nephrology, Clinical Hospital Centre Zemun, Faculty of Medicine, University of Belgrade, Belgrade, Serbia., Lai S; Department of Translational and Precision Medicine, Nephrology Unit, Sapienza University of Rome, Rome, Italy., Moreno-Navarrete JM; Institut d'Investigació Biomèdica de Girona (IdIBGi), Girona, Spain., Pawlak D; Department of Pharmacodynamics, Medical University of Bialystok, Bialystok, Poland., Pawlak K; Department of Monitored Pharmacotherapy, Medical University of Bialystok, Bialystok, Poland., Syrovatka P; Cardiocentre, Institute for Clinical and Experimental Medicine, Prague, Czech Republic., Formanowicz D; Department of Medical Chemistry and Laboratory Medicine, Poznan University of Medical Sciences, Poznan, Poland., Kraml P; Department of Medicine, Third Faculty of Medicine Charles University and University Hospital Královské Vinohrady, Prague, Czech Republic., Valdivielso JM; Vascular and Renal Translational Research Group, IRBLleida, Lleida, Spain., Valenti L; Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milano, Italy.; Precision Medicine, SS Centro Risorse Biologiche, Fondazione IRCCS Ca' Granda Policlinico, Pad Marangoni via F Sforza 35, Milano, 20122, Italy., Muckenthaler MU; Center For Translational Biomedical Iron Research, Department of Pediatric Hematology, Oncology Immunology and Pulmonology, Heidelberg University Hospital, Heidelberg, Germany. martina.muckenthaler@med.uni-heidelberg.de.; Molecular Medicine Partnership Unit, Heidelberg, Germany. martina.muckenthaler@med.uni-heidelberg.de.; Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany. martina.muckenthaler@med.uni-heidelberg.de.; German Centre for Cardiovascular Research (DZHK), Partner Site Heidelberg/Mannheim, Heidelberg, Germany. martina.muckenthaler@med.uni-heidelberg.de.
Source: BMC cardiovascular disorders [BMC Cardiovasc Disord] 2026 Apr 14; Vol. 26 (1). Date of Electronic Publication: 2026 Apr 14.
Publication Type: Journal Article; Meta-Analysis; Systematic Review
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968539 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2261 (Electronic) Linking ISSN: 14712261 NLM ISO Abbreviation: BMC Cardiovasc Disord Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1471-2261
DOI:10.1186/s12872-026-05796-8