Zilong Bai, Nicholas Bartelo, Maryam Aslam, Elisabeth A Murphy, Caryn R Hale, Nathalie E Blachere, Salina Parveen, Edoardo Spolaore, Edward DiCarlo, Ellen M Gravallese, Melanie H Smith, Mayu O Frank, Caroline S Jiang, Haotan Zhang, Christina Pyrgaki, Myles J Lewis, Shafaq Sikandar, Costantino Pitzalis, Joseph B Lesnak, Khadijah Mazhar, Theodore J Price, Anne-Marie Malfait, Rachel E Miller, Fan Zhang, Susan Goodman, Robert B Darnell, Fei Wang, Dana E Orange
It has been presumed that rheumatoid arthritis (RA) joint pain is related to inflammation in the synovium; however, recent studies reveal that pain scores in patients do not correlate with synovial inflammation. We developed a machine-learning approach (graph-based gene expression module identification or GbGMI) to identify an 815-gene expression module associated with pain in synovial biopsy samples from patients with established RA who had limited synovial inflammation at arthroplasty. We then validated this finding in an independent cohort of synovial biopsy samples from patients who had early untreated RA with little inflammation...
April 10, 2024: Science Translational Medicine