title: New development in a blood-based diagnostic test for early-stage arthritis.
authors.affiliation: The Royal Orthopaedic Hospital, Bristol Road South, Northfield, Birmingham, B31 2AP, UK.
authors.forename: Usman
authors.initials: U
authors.lastname: Ahmed
authors.affiliation: Warwick Medical School, Clinical Sciences Research Laboratories, University of Warwick, University Hospital, Coventry, CV2 2DX, UK.|Warwick Systems Biology Centre, Senate House, University of Warwick, Coventry, CV4 7AL, UK.
authors.forename: Paul J
authors.initials: PJ
authors.lastname: Thornalley
authors.affiliation: Warwick Systems Biology Centre, Senate House, University of Warwick, Coventry, CV4 7AL, UK.
authors.forename: Naila
authors.initials: N
authors.lastname: Rabbani
mesh_terms: D001172:Arthritis, Rheumatoid / Q000097:blood* / Q000175:diagnosis*; D015415:Biomarkers / Q000097:blood; D001774:Blood Chemical Analysis; D042241:Early Diagnosis; D006801:Humans; D000069550:Machine Learning; D010003:Osteoarthritis / Q000097:blood* / Q000175:diagnosis*
chemical_list: D015415:Biomarkers
keywords: citrullination; hydroxyproline; machine learning; metabolomics; proteomics