1. Increased Collagen Turnover Is a Feature of Fibromuscular Dysplasia and Associated With Hypertrophic Radial Remodeling: A Pilot, Urine Proteomic Study
- Author
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Hakim Khettab, Agnieszka Latosinska, Harald Mischak, Jan A. Staessen, Alessandra Bacca, Christophe Beauloye, Stefano Taddei, Pierre Boutouyrie, Miikka Vikkula, Alexandre Persu, Rosa Maria Bruno, Marco Pappaccogli, Laurent Toubiana, Laboratoire d'Informatique Médicale et Ingénierie des Connaissances en e-Santé (LIMICS), Université Paris 13 (UP13)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de la Santé et de la Recherche Médicale (INSERM), UCL - SSS/DDUV/GEHU - Génétique, and UCL - (SLuc) Service de cardiologie
- Subjects
Adult ,Male ,Proteomics ,collagen ,kidney ,Pathology ,medicine.medical_specialty ,hypertension ,Urinary system ,fibromuscular dysplasia ,Coronary Artery Disease ,Fibromuscular dysplasia ,Urine ,030204 cardiovascular system & hematology ,Sensitivity and Specificity ,03 medical and health sciences ,0302 clinical medicine ,Internal Medicine ,medicine ,Humans ,Renal Insufficiency, Chronic ,Aged ,030304 developmental biology ,0303 health sciences ,Kidney ,business.industry ,Middle Aged ,medicine.disease ,3. Good health ,medicine.anatomical_structure ,Feature (computer vision) ,Proteome ,Female ,[INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM] ,business - Abstract
Fibromuscular dysplasia (FMD), a nonatherosclerotic, noninflammatory disease of medium-sized arteries, is an underdiagnosed disease. We investigated the urinary proteome and developed a classifier for discrimination of FMD from healthy controls and other diseases. We further hypothesized that urinary proteomics biomarkers may be associated with alterations in medium-sized, but not large artery geometry and mechanics. The study included 33 patients with mostly multifocal, renal FMD who underwent in depth arterial exploration using ultra-high frequency ultrasound. The cohort was separated in a training set of 23 patients with FMD from Belgium and an independent test set of 10 patients with FMD from Italy. For each set, controls matched 2:1 were selected from the Human Urinary Proteome Database. The specificity of the classifier was tested in 700 additional controls from general population studies, patients with chronic kidney disease (n=66) and coronary artery disease (n=31). Three hundred thirty-five urinary peptides, mostly related to collagen turnover, were identified in the training cohort and combined into a classifier. When applying in the test cohort, the area under the receiver operating characteristic curve was 1.00, 100% specificity at 100% sensitivity. The classifier maintained a high specificity in additional controls (98.3%), patients with chronic kidney (90.9%) and coronary artery (96.8%) diseases. Furthermore, in patients with FMD, the proteomic score was positively associated with radial wall thickness and wall cross-sectional area. In conclusion, a proteomic score has the potential to discriminate between patients with FMD and controls. If confirmed in a wider and more diverse cohort, these findings may pave the way for a noninvasive diagnostic test of FMD.
- Published
- 2022
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