Increased Collagen Turnover Is a Feature of Fibromuscular Dysplasia and Associated With Hypertrophic Radial Remodeling: A Pilot, Urine Proteomic Study.
Latosinska AgnieszkaRosa Maria BrunoMarco PappaccogliAlessandra BaccaChristophe BeauloyePierre BoutouyrieHakim KhettabJan A StaessenStefano TaddeiLaurent ToubianaMiikka VikkulaHarald MischakAlexandre PersuPublished in: Hypertension (Dallas, Tex. : 1979) (2021)
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.
Keyphrases
- high frequency
- coronary artery
- coronary artery disease
- cross sectional
- label free
- transcranial magnetic stimulation
- machine learning
- endothelial cells
- magnetic resonance imaging
- clinical trial
- optical coherence tomography
- cardiovascular disease
- bone mineral density
- computed tomography
- ultrasound guided
- left ventricular
- structural basis
- study protocol
- cardiovascular events
- deep learning
- high resolution
- percutaneous coronary intervention
- pulmonary artery
- pulmonary arterial hypertension
- risk assessment
- pulmonary hypertension
- induced pluripotent stem cells
- wound healing
- coronary artery bypass grafting
- pluripotent stem cells
- atomic force microscopy
- electronic health record